id	sid	tid	token	lemma	pos
futech-623	1	1	z.	z.	PROPN
futech-623	1	2	qian	qian	PROPN
futech-623	1	3	et	et	PROPN
futech-623	1	4	al	al	PROPN
futech-623	1	5	.	.	PROPN
futech-623	1	6	/future	/future	PUNCT
futech-623	1	7	technology	technology	PROPN
futech-623	1	8	february	february	PROPN
futech-623	1	9	2026|	2026|	NUM
futech-623	1	10	volume	volume	NOUN
futech-623	1	11	05	05	NUM
futech-623	2	1	|	|	ADV
futech-623	2	2	issue	issue	NOUN
futech-623	2	3	01	01	NUM
futech-623	3	1	|	|	ADV
futech-623	3	2	pages	page	VERB
futech-623	3	3	222	222	NUM
futech-623	3	4	-	-	SYM
futech-623	3	5	233	233	NUM
futech-623	3	6	222	222	NUM
futech-623	3	7	article	article	NOUN
futech-623	3	8	research	research	VERB
futech-623	3	9	the	the	DET
futech-623	3	10	association	association	NOUN
futech-623	3	11	between	between	ADP
futech-623	3	12	ai	ai	PROPN
futech-623	3	13	-	-	PUNCT
futech-623	3	14	driven	drive	VERB
futech-623	3	15	organizational	organizational	ADJ
futech-623	3	16	support	support	NOUN
futech-623	3	17	systems	system	NOUN
futech-623	3	18	and	and	CCONJ
futech-623	3	19	university	university	NOUN
futech-623	3	20	faculty	faculty	NOUN
futech-623	3	21	work	work	NOUN
futech-623	3	22	engagement	engagement	NOUN
futech-623	3	23	:	:	PUNCT
futech-623	3	24	the	the	DET
futech-623	3	25	moderating	moderate	VERB
futech-623	3	26	role	role	NOUN
futech-623	3	27	of	of	ADP
futech-623	3	28	digital	digital	ADJ
futech-623	3	29	literacy	literacy	NOUN
futech-623	3	30	zhixin	zhixin	PROPN
futech-623	3	31	qian1	qian1	PROPN
futech-623	3	32	,	,	PUNCT
futech-623	3	33	andi	andi	PROPN
futech-623	3	34	tamsang	tamsang	PROPN
futech-623	3	35	andi	andi	PROPN
futech-623	3	36	kele1	kele1	PROPN
futech-623	4	1	*	*	PROPN
futech-623	4	2	,	,	PUNCT
futech-623	4	3	ang	ang	PROPN
futech-623	4	4	hong	hong	PROPN
futech-623	4	5	loong1	loong1	PROPN
futech-623	4	6	,	,	PUNCT
futech-623	4	7	pang	pang	NOUN
futech-623	4	8	yeng	yeng	PROPN
futech-623	4	9	yuan2	yuan2	PROPN
futech-623	4	10	1faculty	1faculty	NUM
futech-623	4	11	of	of	ADP
futech-623	4	12	business	business	NOUN
futech-623	4	13	,	,	PUNCT
futech-623	4	14	economics	economic	NOUN
futech-623	4	15	and	and	CCONJ
futech-623	4	16	accountancy	accountancy	NOUN
futech-623	4	17	,	,	PUNCT
futech-623	4	18	universiti	universiti	PROPN
futech-623	4	19	malaysia	malaysia	PROPN
futech-623	4	20	sabah	sabah	PROPN
futech-623	4	21	,	,	PUNCT
futech-623	4	22	malaysia	malaysia	PROPN
futech-623	4	23	2faculty	2faculty	NUM
futech-623	4	24	of	of	ADP
futech-623	4	25	accountancy	accountancy	NOUN
futech-623	4	26	,	,	PUNCT
futech-623	4	27	finance	finance	NOUN
futech-623	4	28	and	and	CCONJ
futech-623	4	29	business	business	NOUN
futech-623	4	30	,	,	PUNCT
futech-623	4	31	tunku	tunku	PROPN
futech-623	4	32	abdul	abdul	PROPN
futech-623	4	33	rahman	rahman	PROPN
futech-623	4	34	university	university	PROPN
futech-623	4	35	of	of	ADP
futech-623	4	36	management	management	NOUN
futech-623	4	37	and	and	CCONJ
futech-623	4	38	technology	technology	NOUN
futech-623	4	39	,	,	PUNCT
futech-623	4	40	88450	88450	NUM
futech-623	4	41	,	,	PUNCT
futech-623	4	42	kota	kota	PROPN
futech-623	4	43	kinabalu	kinabalu	PROPN
futech-623	4	44	,	,	PUNCT
futech-623	4	45	sabah	sabah	PROPN
futech-623	4	46	,	,	PUNCT
futech-623	4	47	malaysia	malaysia	PROPN
futech-623	4	48	a	a	DET
futech-623	4	49	r	r	NOUN
futech-623	4	50	t	t	NOUN
futech-623	5	1	i	i	PRON
futech-623	5	2	c	c	NOUN
futech-623	5	3	l	l	NOUN
futech-623	5	4	e	e	NOUN
futech-623	6	1	i	i	PRON
futech-623	6	2	n	n	VERB
futech-623	6	3	f	f	NOUN
futech-623	6	4	o	o	NOUN
futech-623	6	5	article	article	NOUN
futech-623	6	6	history	history	NOUN
futech-623	6	7	:	:	PUNCT
futech-623	6	8	received	receive	VERB
futech-623	6	9	24	24	NUM
futech-623	6	10	august	august	PROPN
futech-623	6	11	2025	2025	NUM
futech-623	6	12	received	receive	VERB
futech-623	6	13	in	in	ADP
futech-623	6	14	revised	revise	VERB
futech-623	6	15	form	form	NOUN
futech-623	6	16	18	18	NUM
futech-623	6	17	october	october	PROPN
futech-623	6	18	2025	2025	NUM
futech-623	6	19	accepted	accept	VERB
futech-623	6	20	23	23	NUM
futech-623	6	21	november	november	PROPN
futech-623	6	22	2025	2025	NUM
futech-623	6	23	keywords	keyword	NOUN
futech-623	6	24	:	:	PUNCT
futech-623	6	25	ai	ai	ADJ
futech-623	6	26	-	-	PUNCT
futech-623	6	27	driven	drive	VERB
futech-623	6	28	organizational	organizational	ADJ
futech-623	6	29	support	support	NOUN
futech-623	6	30	,	,	PUNCT
futech-623	6	31	work	work	NOUN
futech-623	6	32	engagement	engagement	NOUN
futech-623	6	33	,	,	PUNCT
futech-623	6	34	digital	digital	ADJ
futech-623	6	35	literacy	literacy	NOUN
futech-623	6	36	,	,	PUNCT
futech-623	6	37	higher	high	ADJ
futech-623	6	38	education	education	NOUN
futech-623	6	39	,	,	PUNCT
futech-623	6	40	faculty	faculty	NOUN
futech-623	6	41	well	well	NOUN
futech-623	6	42	-	-	PUNCT
futech-623	6	43	being	being	NOUN
futech-623	6	44	,	,	PUNCT
futech-623	6	45	moderation	moderation	NOUN
futech-623	6	46	effect	effect	NOUN
futech-623	6	47	*	*	PUNCT
futech-623	6	48	corresponding	correspond	VERB
futech-623	6	49	author	author	NOUN
futech-623	6	50	email	email	NOUN
futech-623	6	51	address	address	NOUN
futech-623	6	52	:	:	PUNCT
futech-623	6	53	andi@ums.edu.my	andi@ums.edu.my	PROPN
futech-623	6	54	doi	doi	PROPN
futech-623	6	55	:	:	PUNCT
futech-623	6	56	10.55670	10.55670	NUM
futech-623	6	57	/	/	SYM
futech-623	6	58	fpll.futech.5.1.19	fpll.futech.5.1.19	PROPN
futech-623	6	59	a	a	DET
futech-623	6	60	b	b	PROPN
futech-623	6	61	s	s	ADP
futech-623	6	62	t	t	PROPN
futech-623	6	63	r	r	NOUN
futech-623	6	64	a	a	DET
futech-623	6	65	c	c	NOUN
futech-623	6	66	t	t	NOUN
futech-623	6	67	according	accord	VERB
futech-623	6	68	to	to	ADP
futech-623	6	69	the	the	DET
futech-623	6	70	job	job	NOUN
futech-623	6	71	demands	demand	NOUN
futech-623	6	72	-	-	PUNCT
futech-623	6	73	resources	resource	NOUN
futech-623	6	74	(	(	PUNCT
futech-623	6	75	jd	jd	NOUN
futech-623	6	76	-	-	PUNCT
futech-623	6	77	r	r	NOUN
futech-623	6	78	)	)	PUNCT
futech-623	6	79	model	model	NOUN
futech-623	6	80	and	and	CCONJ
futech-623	6	81	the	the	DET
futech-623	6	82	technology	technology	NOUN
futech-623	6	83	acceptance	acceptance	NOUN
futech-623	6	84	model	model	NOUN
futech-623	6	85	(	(	PUNCT
futech-623	6	86	tam	tam	PROPN
futech-623	6	87	)	)	PUNCT
futech-623	6	88	,	,	PUNCT
futech-623	6	89	this	this	DET
futech-623	6	90	cross	cross	ADJ
futech-623	6	91	-	-	ADJ
futech-623	6	92	sectional	sectional	ADJ
futech-623	6	93	survey	survey	NOUN
futech-623	6	94	examined	examine	VERB
futech-623	6	95	whether	whether	SCONJ
futech-623	6	96	organizational	organizational	ADJ
futech-623	6	97	support	support	NOUN
futech-623	6	98	systems	system	NOUN
futech-623	6	99	enabled	enable	VERB
futech-623	6	100	by	by	ADP
futech-623	6	101	artificial	artificial	ADJ
futech-623	6	102	intelligence	intelligence	NOUN
futech-623	6	103	(	(	PUNCT
futech-623	6	104	ai	ai	VERB
futech-623	6	105	)	)	PUNCT
futech-623	6	106	were	be	AUX
futech-623	6	107	positively	positively	ADV
futech-623	6	108	correlated	correlate	VERB
futech-623	6	109	with	with	ADP
futech-623	6	110	work	work	NOUN
futech-623	6	111	engagement	engagement	NOUN
futech-623	6	112	among	among	ADP
futech-623	6	113	university	university	NOUN
futech-623	6	114	lecturers	lecturer	NOUN
futech-623	6	115	and	and	CCONJ
futech-623	6	116	examined	examine	VERB
futech-623	6	117	the	the	DET
futech-623	6	118	moderating	moderate	VERB
futech-623	6	119	role	role	NOUN
futech-623	6	120	of	of	ADP
futech-623	6	121	digital	digital	ADJ
futech-623	6	122	literacy	literacy	NOUN
futech-623	6	123	on	on	ADP
futech-623	6	124	387	387	NUM
futech-623	6	125	teachers	teacher	NOUN
futech-623	6	126	at	at	ADP
futech-623	6	127	certain	certain	ADJ
futech-623	6	128	chinese	chinese	ADJ
futech-623	6	129	universities	university	NOUN
futech-623	6	130	.	.	PUNCT
futech-623	7	1	with	with	ADP
futech-623	7	2	9	9	NUM
futech-623	7	3	-	-	PUNCT
futech-623	7	4	item	item	NOUN
futech-623	7	5	multidimensional	multidimensional	ADJ
futech-623	7	6	uwes-9	uwes-9	NOUN
futech-623	7	7	vigor	vigor	NOUN
futech-623	7	8	,	,	PUNCT
futech-623	7	9	dedication	dedication	NOUN
futech-623	7	10	,	,	PUNCT
futech-623	7	11	and	and	CCONJ
futech-623	7	12	absorption	absorption	NOUN
futech-623	7	13	scale	scale	NOUN
futech-623	7	14	of	of	ADP
futech-623	7	15	ai	ai	ADJ
futech-623	7	16	support	support	NOUN
futech-623	7	17	in	in	ADP
futech-623	7	18	teaching	teaching	NOUN
futech-623	7	19	,	,	PUNCT
futech-623	7	20	research	research	NOUN
futech-623	7	21	,	,	PUNCT
futech-623	7	22	and	and	CCONJ
futech-623	7	23	administration	administration	NOUN
futech-623	7	24	domains	domain	NOUN
futech-623	7	25	,	,	PUNCT
futech-623	7	26	hierarchical	hierarchical	ADJ
futech-623	7	27	regression	regression	NOUN
futech-623	7	28	with	with	ADP
futech-623	7	29	simple	simple	ADJ
futech-623	7	30	slopes	slope	NOUN
futech-623	7	31	,	,	PUNCT
futech-623	7	32	it	it	PRON
futech-623	7	33	was	be	AUX
futech-623	7	34	found	find	VERB
futech-623	7	35	ai	ai	VERB
futech-623	7	36	organizational	organizational	ADJ
futech-623	7	37	support	support	NOUN
futech-623	7	38	predicted	predict	VERB
futech-623	7	39	positively	positively	ADV
futech-623	7	40	work	work	NOUN
futech-623	7	41	engagement	engagement	NOUN
futech-623	7	42	significantly	significantly	ADV
futech-623	7	43	(	(	PUNCT
futech-623	7	44	β=0.425	β=0.425	X
futech-623	7	45	,	,	PUNCT
futech-623	7	46	p<0.001	p<0.001	PUNCT
futech-623	7	47	)	)	PUNCT
futech-623	7	48	and	and	CCONJ
futech-623	7	49	explained	explain	VERB
futech-623	7	50	additional	additional	ADJ
futech-623	7	51	18.6	18.6	NUM
futech-623	7	52	%	%	NOUN
futech-623	7	53	variance	variance	NOUN
futech-623	7	54	after	after	ADP
futech-623	7	55	controlling	control	VERB
futech-623	7	56	for	for	ADP
futech-623	7	57	demographics	demographic	NOUN
futech-623	7	58	;	;	PUNCT
futech-623	7	59	digital	digital	ADJ
futech-623	7	60	literacy	literacy	NOUN
futech-623	7	61	moderated	moderate	VERB
futech-623	7	62	this	this	PRON
futech-623	7	63	highly	highly	ADV
futech-623	7	64	significantly	significantly	ADV
futech-623	7	65	(	(	PUNCT
futech-623	7	66	β=0.168	β=0.168	NOUN
futech-623	7	67	,	,	PUNCT
futech-623	7	68	p<0.01	p<0.01	PROPN
futech-623	7	69	,	,	PUNCT
futech-623	7	70	δr²=0.026	δr²=0.026	PUNCT
futech-623	7	71	)	)	PUNCT
futech-623	7	72	,	,	PUNCT
futech-623	7	73	and	and	CCONJ
futech-623	7	74	high	high	ADJ
futech-623	7	75	digital	digital	ADJ
futech-623	7	76	literacy	literacy	NOUN
futech-623	7	77	faculties	faculty	NOUN
futech-623	7	78	exhibited	exhibit	VERB
futech-623	7	79	2.35	2.35	NUM
futech-623	7	80	times	time	NOUN
futech-623	7	81	stronger	strong	ADJ
futech-623	7	82	strength	strength	NOUN
futech-623	7	83	of	of	ADP
futech-623	7	84	relations	relation	NOUN
futech-623	7	85	between	between	ADP
futech-623	7	86	ai	ai	ADJ
futech-623	7	87	support	support	NOUN
futech-623	7	88	and	and	CCONJ
futech-623	7	89	engagement	engagement	NOUN
futech-623	7	90	than	than	ADP
futech-623	7	91	low	low	ADJ
futech-623	7	92	digital	digital	ADJ
futech-623	7	93	literacy	literacy	NOUN
futech-623	7	94	faculties	faculty	NOUN
futech-623	7	95	,	,	PUNCT
futech-623	7	96	and	and	CCONJ
futech-623	7	97	moderation	moderation	NOUN
futech-623	7	98	being	be	AUX
futech-623	7	99	the	the	DET
futech-623	7	100	highest	high	ADJ
futech-623	7	101	for	for	ADP
futech-623	7	102	vigor	vigor	ADJ
futech-623	7	103	dimension	dimension	NOUN
futech-623	7	104	(	(	PUNCT
futech-623	7	105	β=0.185	β=0.185	NUM
futech-623	7	106	)	)	PUNCT
futech-623	7	107	;	;	PUNCT
futech-623	7	108	bootstrap	bootstrap	VERB
futech-623	7	109	analysis	analysis	NOUN
futech-623	7	110	with	with	ADP
futech-623	7	111	resamples	resample	NOUN
futech-623	7	112	5,000	5,000	NUM
futech-623	7	113	and	and	CCONJ
futech-623	7	114	sample	sample	NOUN
futech-623	7	115	split	split	NOUN
futech-623	7	116	validation	validation	NOUN
futech-623	7	117	confirmed	confirm	VERB
futech-623	7	118	stability	stability	NOUN
futech-623	7	119	of	of	ADP
futech-623	7	120	such	such	ADJ
futech-623	7	121	effects	effect	NOUN
futech-623	7	122	.	.	PUNCT
futech-623	8	1	by	by	ADP
futech-623	8	2	conceptualizing	conceptualize	VERB
futech-623	8	3	digital	digital	ADJ
futech-623	8	4	literacy	literacy	NOUN
futech-623	8	5	as	as	ADP
futech-623	8	6	a	a	DET
futech-623	8	7	central	central	ADJ
futech-623	8	8	boundary	boundary	ADJ
futech-623	8	9	condition	condition	NOUN
futech-623	8	10	,	,	PUNCT
futech-623	8	11	the	the	DET
futech-623	8	12	current	current	ADJ
futech-623	8	13	study	study	NOUN
futech-623	8	14	extends	extend	VERB
futech-623	8	15	jd	jd	PROPN
futech-623	8	16	-	-	PUNCT
futech-623	8	17	r	r	NOUN
futech-623	8	18	theory	theory	NOUN
futech-623	8	19	to	to	ADP
futech-623	8	20	digital	digital	ADJ
futech-623	8	21	environments	environment	NOUN
futech-623	8	22	and	and	CCONJ
futech-623	8	23	describes	describe	VERB
futech-623	8	24	another	another	DET
futech-623	8	25	human	human	ADJ
futech-623	8	26	-	-	PUNCT
futech-623	8	27	ai	ai	NOUN
futech-623	8	28	interaction	interaction	NOUN
futech-623	8	29	in	in	ADP
futech-623	8	30	which	which	PRON
futech-623	8	31	ai	ai	VERB
futech-623	8	32	complements	complement	NOUN
futech-623	8	33	but	but	CCONJ
futech-623	8	34	does	do	AUX
futech-623	8	35	not	not	PART
futech-623	8	36	substitute	substitute	VERB
futech-623	8	37	human	human	ADJ
futech-623	8	38	capacity	capacity	NOUN
futech-623	8	39	and	and	CCONJ
futech-623	8	40	presents	present	VERB
futech-623	8	41	empirical	empirical	ADJ
futech-623	8	42	evidence	evidence	NOUN
futech-623	8	43	of	of	ADP
futech-623	8	44	universities	university	NOUN
futech-623	8	45	to	to	PART
futech-623	8	46	implement	implement	VERB
futech-623	8	47	all	all	PRON
futech-623	8	48	-	-	PUNCT
futech-623	8	49	encompassing	encompass	VERB
futech-623	8	50	digital	digital	ADJ
futech-623	8	51	literacy	literacy	NOUN
futech-623	8	52	training	training	NOUN
futech-623	8	53	programs	program	NOUN
futech-623	8	54	in	in	ADP
futech-623	8	55	parallel	parallel	NOUN
futech-623	8	56	with	with	ADP
futech-623	8	57	ai	ai	PROPN
futech-623	8	58	system	system	NOUN
futech-623	8	59	installation	installation	NOUN
futech-623	8	60	,	,	PUNCT
futech-623	8	61	although	although	SCONJ
futech-623	8	62	the	the	DET
futech-623	8	63	cross	cross	ADJ
futech-623	8	64	-	-	ADJ
futech-623	8	65	sectional	sectional	ADJ
futech-623	8	66	study	study	NOUN
futech-623	8	67	limits	limit	VERB
futech-623	8	68	causal	causal	ADJ
futech-623	8	69	inference	inference	NOUN
futech-623	8	70	,	,	PUNCT
futech-623	8	71	findings	finding	NOUN
futech-623	8	72	are	be	AUX
futech-623	8	73	theoretically	theoretically	ADV
futech-623	8	74	meaningful	meaningful	ADJ
futech-623	8	75	and	and	CCONJ
futech-623	8	76	practically	practically	ADV
futech-623	8	77	informative	informative	ADJ
futech-623	8	78	and	and	CCONJ
futech-623	8	79	present	present	ADJ
futech-623	8	80	visionary	visionary	ADJ
futech-623	8	81	insight	insight	NOUN
futech-623	8	82	for	for	ADP
futech-623	8	83	knowing	know	VERB
futech-623	8	84	and	and	CCONJ
futech-623	8	85	promoting	promote	VERB
futech-623	8	86	faculty	faculty	NOUN
futech-623	8	87	well	well	ADV
futech-623	8	88	-	-	PUNCT
futech-623	8	89	being	be	AUX
futech-623	8	90	in	in	ADP
futech-623	8	91	the	the	DET
futech-623	8	92	digital	digital	ADJ
futech-623	8	93	age	age	NOUN
futech-623	8	94	.	.	PUNCT
futech-623	9	1	1	1	X
futech-623	9	2	.	.	X
futech-623	9	3	introduction	introduction	NOUN
futech-623	9	4	universities	university	NOUN
futech-623	9	5	worldwide	worldwide	ADV
futech-623	9	6	are	be	AUX
futech-623	9	7	rapidly	rapidly	ADV
futech-623	9	8	integrating	integrate	VERB
futech-623	9	9	ai	ai	VERB
futech-623	9	10	technologies	technology	NOUN
futech-623	9	11	,	,	PUNCT
futech-623	9	12	including	include	VERB
futech-623	9	13	intelligent	intelligent	ADJ
futech-623	9	14	planning	planning	NOUN
futech-623	9	15	,	,	PUNCT
futech-623	9	16	adaptive	adaptive	ADJ
futech-623	9	17	learning	learning	NOUN
futech-623	9	18	,	,	PUNCT
futech-623	9	19	research	research	NOUN
futech-623	9	20	support	support	NOUN
futech-623	9	21	,	,	PUNCT
futech-623	9	22	and	and	CCONJ
futech-623	9	23	administrative	administrative	ADJ
futech-623	9	24	automation	automation	NOUN
futech-623	9	25	systems	system	NOUN
futech-623	9	26	[	[	X
futech-623	9	27	1,2	1,2	NUM
futech-623	9	28	]	]	PUNCT
futech-623	9	29	.	.	PUNCT
futech-623	10	1	this	this	DET
futech-623	10	2	rapid	rapid	ADJ
futech-623	10	3	adoption	adoption	NOUN
futech-623	10	4	is	be	AUX
futech-623	10	5	primarily	primarily	ADV
futech-623	10	6	due	due	ADJ
futech-623	10	7	to	to	ADP
futech-623	10	8	technological	technological	ADJ
futech-623	10	9	innovation	innovation	NOUN
futech-623	10	10	and	and	CCONJ
futech-623	10	11	the	the	DET
futech-623	10	12	institutional	institutional	ADJ
futech-623	10	13	recognition	recognition	NOUN
futech-623	10	14	of	of	ADP
futech-623	10	15	ai	ai	PROPN
futech-623	10	16	's	's	PART
futech-623	10	17	potential	potential	NOUN
futech-623	10	18	to	to	PART
futech-623	10	19	address	address	VERB
futech-623	10	20	long	long	ADV
futech-623	10	21	-	-	PUNCT
futech-623	10	22	standing	stand	VERB
futech-623	10	23	challenges	challenge	NOUN
futech-623	10	24	in	in	ADP
futech-623	10	25	higher	high	ADJ
futech-623	10	26	education	education	NOUN
futech-623	10	27	.	.	PUNCT
futech-623	11	1	while	while	SCONJ
futech-623	11	2	ai	ai	VERB
futech-623	11	3	's	's	PART
futech-623	11	4	impact	impact	NOUN
futech-623	11	5	on	on	ADP
futech-623	11	6	student	student	NOUN
futech-623	11	7	learning	learning	NOUN
futech-623	11	8	[	[	X
futech-623	11	9	3	3	NUM
futech-623	11	10	]	]	PUNCT
futech-623	11	11	and	and	CCONJ
futech-623	11	12	academic	academic	ADJ
futech-623	11	13	integrity	integrity	NOUN
futech-623	11	14	[	[	X
futech-623	11	15	4	4	X
futech-623	11	16	]	]	PUNCT
futech-623	11	17	is	be	AUX
futech-623	11	18	well	well	ADV
futech-623	11	19	-	-	PUNCT
futech-623	11	20	studied	study	VERB
futech-623	11	21	,	,	PUNCT
futech-623	11	22	less	less	ADV
futech-623	11	23	is	be	AUX
futech-623	11	24	known	know	VERB
futech-623	11	25	about	about	ADP
futech-623	11	26	faculty	faculty	NOUN
futech-623	11	27	work	work	NOUN
futech-623	11	28	engagement	engagement	NOUN
futech-623	11	29	.	.	PUNCT
futech-623	12	1	recent	recent	ADJ
futech-623	12	2	studies	study	NOUN
futech-623	12	3	in	in	ADP
futech-623	12	4	2024	2024	NUM
futech-623	12	5	-	-	SYM
futech-623	12	6	2025	2025	NUM
futech-623	12	7	reveal	reveal	VERB
futech-623	12	8	growing	grow	VERB
futech-623	12	9	concerns	concern	NOUN
futech-623	12	10	about	about	ADP
futech-623	12	11	generative	generative	ADJ
futech-623	12	12	ai	ai	NOUN
futech-623	12	13	tools	tool	NOUN
futech-623	12	14	like	like	ADP
futech-623	12	15	chatgpt	chatgpt	NOUN
futech-623	12	16	in	in	ADP
futech-623	12	17	academic	academic	ADJ
futech-623	12	18	settings	setting	NOUN
futech-623	12	19	.	.	PUNCT
futech-623	13	1	a	a	DET
futech-623	13	2	qualitative	qualitative	ADJ
futech-623	13	3	research	research	NOUN
futech-623	13	4	study	study	NOUN
futech-623	13	5	[	[	X
futech-623	13	6	5	5	NUM
futech-623	13	7	]	]	PUNCT
futech-623	13	8	demonstrated	demonstrate	VERB
futech-623	13	9	that	that	SCONJ
futech-623	13	10	while	while	SCONJ
futech-623	13	11	ai	ai	VERB
futech-623	13	12	tools	tool	NOUN
futech-623	13	13	offer	offer	VERB
futech-623	13	14	productivity	productivity	NOUN
futech-623	13	15	benefits	benefit	NOUN
futech-623	13	16	and	and	CCONJ
futech-623	13	17	interactive	interactive	ADJ
futech-623	13	18	learning	learning	NOUN
futech-623	13	19	opportunities	opportunity	NOUN
futech-623	13	20	,	,	PUNCT
futech-623	13	21	they	they	PRON
futech-623	13	22	simultaneously	simultaneously	ADV
futech-623	13	23	raise	raise	VERB
futech-623	13	24	significant	significant	ADJ
futech-623	13	25	academic	academic	ADJ
futech-623	13	26	integrity	integrity	NOUN
futech-623	13	27	concerns	concern	NOUN
futech-623	13	28	among	among	ADP
futech-623	13	29	both	both	DET
futech-623	13	30	students	student	NOUN
futech-623	13	31	and	and	CCONJ
futech-623	13	32	faculty	faculty	NOUN
futech-623	13	33	.	.	PUNCT
futech-623	14	1	another	another	DET
futech-623	14	2	study	study	NOUN
futech-623	14	3	[	[	X
futech-623	14	4	6	6	NUM
futech-623	14	5	]	]	PUNCT
futech-623	14	6	emphasizes	emphasize	VERB
futech-623	14	7	that	that	SCONJ
futech-623	14	8	the	the	DET
futech-623	14	9	rapid	rapid	ADJ
futech-623	14	10	proliferation	proliferation	NOUN
futech-623	14	11	of	of	ADP
futech-623	14	12	ai	ai	PROPN
futech-623	14	13	technologies	technology	NOUN
futech-623	14	14	has	have	AUX
futech-623	14	15	significantly	significantly	ADV
futech-623	14	16	transformed	transform	VERB
futech-623	14	17	educational	educational	ADJ
futech-623	14	18	assessment	assessment	NOUN
futech-623	14	19	practices	practice	NOUN
futech-623	14	20	,	,	PUNCT
futech-623	14	21	requiring	require	VERB
futech-623	14	22	institutions	institution	NOUN
futech-623	14	23	to	to	PART
futech-623	14	24	rethink	rethink	VERB
futech-623	14	25	exam	exam	NOUN
futech-623	14	26	design	design	NOUN
futech-623	14	27	and	and	CCONJ
futech-623	14	28	develop	develop	VERB
futech-623	14	29	ethical	ethical	ADJ
futech-623	14	30	ai	ai	NOUN
futech-623	14	31	policies	policy	NOUN
futech-623	14	32	to	to	PART
futech-623	14	33	maintain	maintain	VERB
futech-623	14	34	academic	academic	ADJ
futech-623	14	35	integrity	integrity	NOUN
futech-623	14	36	.	.	PUNCT
futech-623	15	1	this	this	DET
futech-623	15	2	imbalance	imbalance	NOUN
futech-623	15	3	is	be	AUX
futech-623	15	4	concerning	concern	VERB
futech-623	15	5	,	,	PUNCT
futech-623	15	6	as	as	SCONJ
futech-623	15	7	faculty	faculty	NOUN
futech-623	15	8	members	member	NOUN
futech-623	15	9	serve	serve	VERB
futech-623	15	10	as	as	ADP
futech-623	15	11	the	the	DET
futech-623	15	12	primary	primary	ADJ
futech-623	15	13	interface	interface	NOUN
futech-623	15	14	for	for	ADP
futech-623	15	15	instruction	instruction	NOUN
futech-623	15	16	and	and	CCONJ
futech-623	15	17	ai	ai	VERB
futech-623	15	18	technology	technology	NOUN
futech-623	15	19	,	,	PUNCT
futech-623	15	20	and	and	CCONJ
futech-623	15	21	the	the	DET
futech-623	15	22	extent	extent	NOUN
futech-623	15	23	of	of	ADP
futech-623	15	24	their	their	PRON
futech-623	15	25	involvement	involvement	NOUN
futech-623	15	26	directly	directly	ADV
futech-623	15	27	impacts	impact	VERB
futech-623	15	28	instruction	instruction	NOUN
futech-623	15	29	quality	quality	NOUN
futech-623	15	30	and	and	CCONJ
futech-623	15	31	research	research	NOUN
futech-623	15	32	productivity	productivity	NOUN
futech-623	15	33	,	,	PUNCT
futech-623	15	34	and	and	CCONJ
futech-623	15	35	indirectly	indirectly	ADV
futech-623	15	36	affects	affect	VERB
futech-623	15	37	student	student	NOUN
futech-623	15	38	success	success	NOUN
futech-623	15	39	.	.	PUNCT
futech-623	16	1	faculty	faculty	NOUN
futech-623	16	2	work	work	NOUN
futech-623	16	3	engagement	engagement	NOUN
futech-623	16	4	—	—	PUNCT
futech-623	16	5	energy	energy	NOUN
futech-623	16	6	,	,	PUNCT
futech-623	16	7	commitment	commitment	NOUN
futech-623	16	8	,	,	PUNCT
futech-623	16	9	and	and	CCONJ
futech-623	16	10	absorption	absorption	NOUN
futech-623	17	1	[	[	X
futech-623	17	2	7]—predicts	7]—predicts	NUM
futech-623	17	3	teaching	teaching	NOUN
futech-623	17	4	quality	quality	NOUN
futech-623	17	5	,	,	PUNCT
futech-623	17	6	research	research	NOUN
futech-623	17	7	productivity	productivity	NOUN
futech-623	17	8	,	,	PUNCT
futech-623	17	9	and	and	CCONJ
futech-623	17	10	open	open	ADJ
futech-623	17	11	access	access	NOUN
futech-623	17	12	journal	journal	PROPN
futech-623	17	13	issn	issn	PROPN
futech-623	17	14	2832	2832	NUM
futech-623	17	15	-	-	SYM
futech-623	17	16	0379	0379	NUM
futech-623	17	17	february	february	PROPN
futech-623	17	18	2026|	2026|	NUM
futech-623	17	19	volume	volume	NOUN
futech-623	17	20	05	05	NUM
futech-623	18	1	|	|	ADV
futech-623	18	2	issue	issue	NOUN
futech-623	18	3	01	01	NUM
futech-623	19	1	|	|	ADV
futech-623	19	2	pages	page	VERB
futech-623	19	3	222	222	NUM
futech-623	19	4	-	-	SYM
futech-623	19	5	233	233	NUM
futech-623	19	6	https://doi.org/10.55670/fpll.futech.5.1.19	https://doi.org/10.55670/fpll.futech.5.1.19	NOUN
futech-623	19	7	journal	journal	NOUN
futech-623	19	8	homepage	homepage	NOUN
futech-623	19	9	:	:	PUNCT
futech-623	19	10	https://fupubco.com/futech	https://fupubco.com/futech	PROPN
futech-623	19	11	future	future	ADJ
futech-623	19	12	technology	technology	NOUN
futech-623	19	13	mailto:andi@ums.edu.my	mailto:andi@ums.edu.my	NOUN
futech-623	19	14	https://doi.org/10.55670/fpll.futech.5.1.19	https://doi.org/10.55670/fpll.futech.5.1.19	PROPN
futech-623	19	15	https://fupubco.com/futech	https://fupubco.com/futech	PROPN
futech-623	20	1	z.	z.	PROPN
futech-623	20	2	qian	qian	PROPN
futech-623	20	3	et	et	PROPN
futech-623	20	4	al	al	PROPN
futech-623	20	5	.	.	PROPN
futech-623	20	6	/future	/future	PUNCT
futech-623	20	7	technology	technology	PROPN
futech-623	20	8	february	february	PROPN
futech-623	20	9	2026|	2026|	NUM
futech-623	20	10	volume	volume	NOUN
futech-623	20	11	05	05	NUM
futech-623	21	1	|	|	ADV
futech-623	21	2	issue	issue	NOUN
futech-623	21	3	01	01	NUM
futech-623	22	1	|	|	ADV
futech-623	22	2	pages	page	VERB
futech-623	22	3	222	222	NUM
futech-623	22	4	-	-	SYM
futech-623	22	5	233	233	NUM
futech-623	22	6	223	223	NUM
futech-623	22	7	institutional	institutional	ADJ
futech-623	22	8	performance	performance	NOUN
futech-623	22	9	.	.	PUNCT
futech-623	23	1	academic	academic	ADJ
futech-623	23	2	work	work	NOUN
futech-623	23	3	today	today	NOUN
futech-623	23	4	,	,	PUNCT
futech-623	23	5	however	however	ADV
futech-623	23	6	,	,	PUNCT
futech-623	23	7	is	be	AUX
futech-623	23	8	increasingly	increasingly	ADV
futech-623	23	9	demanding	demanding	ADJ
futech-623	23	10	,	,	PUNCT
futech-623	23	11	with	with	ADP
futech-623	23	12	faculty	faculty	NOUN
futech-623	23	13	constantly	constantly	ADV
futech-623	23	14	being	be	AUX
futech-623	23	15	saddled	saddle	VERB
futech-623	23	16	with	with	ADP
futech-623	23	17	gargantuan	gargantuan	ADJ
futech-623	23	18	teaching	teaching	NOUN
futech-623	23	19	loads	load	NOUN
futech-623	23	20	,	,	PUNCT
futech-623	23	21	growing	grow	VERB
futech-623	23	22	research	research	NOUN
futech-623	23	23	expectations	expectation	NOUN
futech-623	23	24	,	,	PUNCT
futech-623	23	25	administrative	administrative	ADJ
futech-623	23	26	tasks	task	NOUN
futech-623	23	27	,	,	PUNCT
futech-623	23	28	and	and	CCONJ
futech-623	23	29	an	an	DET
futech-623	23	30	ongoing	ongoing	ADJ
futech-623	23	31	requirement	requirement	NOUN
futech-623	23	32	to	to	PART
futech-623	23	33	learn	learn	VERB
futech-623	23	34	to	to	PART
futech-623	23	35	keep	keep	VERB
futech-623	23	36	up	up	ADP
futech-623	23	37	with	with	ADP
futech-623	23	38	mounting	mount	VERB
futech-623	23	39	technical	technical	ADJ
futech-623	23	40	changes	change	NOUN
futech-623	23	41	[	[	X
futech-623	23	42	8	8	NUM
futech-623	23	43	]	]	PUNCT
futech-623	23	44	.	.	PUNCT
futech-623	24	1	according	accord	VERB
futech-623	24	2	to	to	ADP
futech-623	24	3	the	the	DET
futech-623	24	4	job	job	NOUN
futech-623	24	5	demands	demand	NOUN
futech-623	24	6	-	-	PUNCT
futech-623	24	7	resources	resource	NOUN
futech-623	24	8	(	(	PUNCT
futech-623	24	9	jd	jd	NOUN
futech-623	24	10	-	-	PUNCT
futech-623	24	11	r	r	NOUN
futech-623	24	12	)	)	PUNCT
futech-623	24	13	theory	theory	NOUN
futech-623	24	14	[	[	X
futech-623	24	15	9	9	NUM
futech-623	24	16	]	]	PUNCT
futech-623	24	17	,	,	PUNCT
futech-623	24	18	support	support	NOUN
futech-623	24	19	systems	system	NOUN
futech-623	24	20	based	base	VERB
futech-623	24	21	on	on	ADP
futech-623	24	22	ai	ai	NOUN
futech-623	24	23	can	can	AUX
futech-623	24	24	be	be	AUX
futech-623	24	25	conceived	conceive	VERB
futech-623	24	26	as	as	ADP
futech-623	24	27	latent	latent	NOUN
futech-623	24	28	job	job	NOUN
futech-623	24	29	resources	resource	NOUN
futech-623	24	30	that	that	PRON
futech-623	24	31	help	help	VERB
futech-623	24	32	faculty	faculty	NOUN
futech-623	24	33	members	member	NOUN
futech-623	24	34	manage	manage	VERB
futech-623	24	35	work	work	NOUN
futech-623	24	36	demands	demand	NOUN
futech-623	24	37	,	,	PUNCT
futech-623	24	38	achieve	achieve	VERB
futech-623	24	39	professional	professional	ADJ
futech-623	24	40	accomplishments	accomplishment	NOUN
futech-623	24	41	,	,	PUNCT
futech-623	24	42	and	and	CCONJ
futech-623	24	43	maintain	maintain	VERB
futech-623	24	44	psychological	psychological	ADJ
futech-623	24	45	well	well	NOUN
futech-623	24	46	-	-	PUNCT
futech-623	24	47	being	being	NOUN
futech-623	24	48	.	.	PUNCT
futech-623	25	1	here	here	ADV
futech-623	25	2	,	,	PUNCT
futech-623	25	3	ai	ai	VERB
futech-623	25	4	systems	system	NOUN
futech-623	25	5	capable	capable	ADJ
futech-623	25	6	of	of	ADP
futech-623	25	7	carrying	carry	VERB
futech-623	25	8	out	out	ADP
futech-623	25	9	tasks	task	NOUN
futech-623	25	10	competently	competently	ADV
futech-623	25	11	to	to	PART
futech-623	25	12	assist	assist	VERB
futech-623	25	13	faculty	faculty	NOUN
futech-623	25	14	in	in	ADP
futech-623	25	15	teaching	teaching	NOUN
futech-623	25	16	,	,	PUNCT
futech-623	25	17	research	research	NOUN
futech-623	25	18	,	,	PUNCT
futech-623	25	19	and	and	CCONJ
futech-623	25	20	administrative	administrative	ADJ
futech-623	25	21	work	work	NOUN
futech-623	25	22	should	should	AUX
futech-623	25	23	ideally	ideally	ADV
futech-623	25	24	raise	raise	VERB
futech-623	25	25	work	work	NOUN
futech-623	25	26	engagement	engagement	NOUN
futech-623	25	27	by	by	ADP
futech-623	25	28	offering	offer	VERB
futech-623	25	29	resources	resource	NOUN
futech-623	25	30	that	that	PRON
futech-623	25	31	buffer	buffer	VERB
futech-623	25	32	against	against	ADP
futech-623	25	33	work	work	NOUN
futech-623	25	34	demands	demand	NOUN
futech-623	25	35	.	.	PUNCT
futech-623	26	1	nevertheless	nevertheless	ADV
futech-623	26	2	,	,	PUNCT
futech-623	26	3	recent	recent	ADJ
futech-623	26	4	empirical	empirical	ADJ
futech-623	26	5	work	work	NOUN
futech-623	26	6	offers	offer	VERB
futech-623	26	7	mixed	mixed	ADJ
futech-623	26	8	evidence	evidence	NOUN
futech-623	26	9	on	on	ADP
futech-623	26	10	the	the	DET
futech-623	26	11	extent	extent	NOUN
futech-623	26	12	to	to	PART
futech-623	26	13	which	which	PRON
futech-623	26	14	ai	ai	AUX
futech-623	26	15	impacts	impact	VERB
futech-623	26	16	employees	employee	NOUN
futech-623	26	17	'	'	PART
futech-623	26	18	outcomes	outcome	NOUN
futech-623	26	19	.	.	PUNCT
futech-623	27	1	liu	liu	PROPN
futech-623	27	2	and	and	CCONJ
futech-623	27	3	li	li	PROPN
futech-623	27	4	's	's	PART
futech-623	27	5	research	research	NOUN
futech-623	27	6	indicated	indicate	VERB
futech-623	27	7	that	that	SCONJ
futech-623	27	8	ai	ai	VERB
futech-623	27	9	use	use	NOUN
futech-623	27	10	is	be	AUX
futech-623	27	11	associated	associate	VERB
futech-623	27	12	with	with	ADP
futech-623	27	13	higher	high	ADJ
futech-623	27	14	work	work	NOUN
futech-623	27	15	engagement	engagement	NOUN
futech-623	27	16	,	,	PUNCT
futech-623	27	17	characterized	characterize	VERB
futech-623	27	18	by	by	ADP
futech-623	27	19	greater	great	ADJ
futech-623	27	20	psychological	psychological	ADJ
futech-623	27	21	availability	availability	NOUN
futech-623	27	22	and	and	CCONJ
futech-623	27	23	lower	low	ADJ
futech-623	27	24	cognitive	cognitive	ADJ
futech-623	27	25	load	load	NOUN
futech-623	28	1	[	[	X
futech-623	28	2	10	10	NUM
futech-623	28	3	]	]	PUNCT
futech-623	28	4	,	,	PUNCT
futech-623	28	5	which	which	PRON
futech-623	28	6	aligns	align	VERB
futech-623	28	7	with	with	ADP
futech-623	28	8	empowerment	empowerment	NOUN
futech-623	28	9	theory	theory	NOUN
futech-623	28	10	,	,	PUNCT
futech-623	28	11	which	which	PRON
futech-623	28	12	posits	posit	VERB
futech-623	28	13	that	that	SCONJ
futech-623	28	14	human	human	ADJ
futech-623	28	15	abilities	ability	NOUN
futech-623	28	16	are	be	AUX
futech-623	28	17	supplemented	supplement	VERB
futech-623	28	18	by	by	ADP
futech-623	28	19	ai	ai	NOUN
futech-623	28	20	assistance	assistance	NOUN
futech-623	28	21	.	.	PUNCT
futech-623	29	1	conversely	conversely	ADV
futech-623	29	2	,	,	PUNCT
futech-623	29	3	meng	meng	PROPN
futech-623	29	4	et	et	PROPN
futech-623	29	5	al	al	PROPN
futech-623	29	6	.	.	PUNCT
futech-623	30	1	[	[	X
futech-623	30	2	11	11	NUM
futech-623	30	3	]	]	PUNCT
futech-623	30	4	found	find	VERB
futech-623	30	5	that	that	SCONJ
futech-623	30	6	ai	ai	VERB
futech-623	30	7	collaboration	collaboration	NOUN
futech-623	30	8	is	be	AUX
futech-623	30	9	associated	associate	VERB
futech-623	30	10	with	with	ADP
futech-623	30	11	higher	high	ADJ
futech-623	30	12	levels	level	NOUN
futech-623	30	13	of	of	ADP
futech-623	30	14	counterproductive	counterproductive	ADJ
futech-623	30	15	work	work	NOUN
futech-623	30	16	behavior	behavior	NOUN
futech-623	30	17	,	,	PUNCT
futech-623	30	18	including	include	VERB
futech-623	30	19	greater	great	ADJ
futech-623	30	20	perceived	perceive	VERB
futech-623	30	21	aloneness	aloneness	NOUN
futech-623	30	22	and	and	CCONJ
futech-623	30	23	emotional	emotional	ADJ
futech-623	30	24	exhaustion	exhaustion	NOUN
futech-623	30	25	,	,	PUNCT
futech-623	30	26	as	as	SCONJ
futech-623	30	27	they	they	PRON
futech-623	30	28	perceived	perceive	VERB
futech-623	30	29	that	that	SCONJ
futech-623	30	30	ai	ai	VERB
futech-623	30	31	would	would	AUX
futech-623	30	32	substitute	substitute	VERB
futech-623	30	33	for	for	ADP
futech-623	30	34	substantive	substantive	ADJ
futech-623	30	35	human	human	ADJ
futech-623	30	36	communication	communication	NOUN
futech-623	30	37	.	.	PUNCT
futech-623	31	1	existing	exist	VERB
futech-623	31	2	literature	literature	NOUN
futech-623	31	3	has	have	VERB
futech-623	31	4	key	key	ADJ
futech-623	31	5	gaps	gap	NOUN
futech-623	31	6	.	.	PUNCT
futech-623	32	1	first	first	ADV
futech-623	32	2	,	,	PUNCT
futech-623	32	3	individual	individual	ADJ
futech-623	32	4	differences	difference	NOUN
futech-623	32	5	—	—	PUNCT
futech-623	32	6	notably	notably	ADV
futech-623	32	7	digital	digital	ADJ
futech-623	32	8	literacy	literacy	NOUN
futech-623	32	9	—	—	PUNCT
futech-623	32	10	have	have	AUX
futech-623	32	11	been	be	AUX
futech-623	32	12	neglected	neglect	VERB
futech-623	32	13	as	as	ADP
futech-623	32	14	boundary	boundary	ADJ
futech-623	32	15	conditions	condition	NOUN
futech-623	32	16	determining	determine	VERB
futech-623	32	17	whether	whether	SCONJ
futech-623	32	18	ai	ai	VERB
futech-623	32	19	systems	system	NOUN
futech-623	32	20	are	be	AUX
futech-623	32	21	empowering	empower	VERB
futech-623	32	22	or	or	CCONJ
futech-623	32	23	alienating	alienating	ADJ
futech-623	32	24	.	.	PUNCT
futech-623	33	1	second	second	ADJ
futech-623	33	2	,	,	PUNCT
futech-623	33	3	most	most	ADJ
futech-623	33	4	studies	study	NOUN
futech-623	33	5	examine	examine	VERB
futech-623	33	6	business	business	NOUN
futech-623	33	7	settings	setting	NOUN
futech-623	33	8	,	,	PUNCT
futech-623	33	9	leaving	leave	VERB
futech-623	33	10	higher	high	ADJ
futech-623	33	11	education	education	NOUN
futech-623	33	12	underexplored	underexplored	ADJ
futech-623	33	13	.	.	PUNCT
futech-623	34	1	third	third	ADJ
futech-623	34	2	,	,	PUNCT
futech-623	34	3	the	the	DET
futech-623	34	4	multidimensionality	multidimensionality	NOUN
futech-623	34	5	of	of	ADP
futech-623	34	6	work	work	NOUN
futech-623	34	7	engagement	engagement	NOUN
futech-623	34	8	is	be	AUX
futech-623	34	9	seldom	seldom	ADV
futech-623	34	10	studied	study	VERB
futech-623	34	11	in	in	ADP
futech-623	34	12	ai	ai	PRON
futech-623	34	13	contexts	contexts	NOUN
futech-623	34	14	.	.	PUNCT
futech-623	35	1	studies	study	NOUN
futech-623	35	2	of	of	ADP
futech-623	35	3	digital	digital	ADJ
futech-623	35	4	literacy	literacy	NOUN
futech-623	35	5	in	in	ADP
futech-623	35	6	higher	high	ADJ
futech-623	35	7	education	education	NOUN
futech-623	35	8	[	[	X
futech-623	35	9	12	12	NUM
futech-623	35	10	]	]	PUNCT
futech-623	35	11	and	and	CCONJ
futech-623	35	12	new	new	ADJ
futech-623	35	13	digital	digital	ADJ
futech-623	35	14	competence	competence	NOUN
futech-623	35	15	models	model	NOUN
futech-623	35	16	[	[	X
futech-623	35	17	13	13	NUM
futech-623	35	18	]	]	PUNCT
futech-623	35	19	also	also	ADV
futech-623	35	20	indicate	indicate	VERB
futech-623	35	21	that	that	SCONJ
futech-623	35	22	teachers	teacher	NOUN
futech-623	35	23	'	'	PART
futech-623	35	24	ability	ability	NOUN
futech-623	35	25	to	to	PART
futech-623	35	26	work	work	VERB
futech-623	35	27	with	with	ADP
futech-623	35	28	technology	technology	NOUN
futech-623	35	29	may	may	AUX
futech-623	35	30	significantly	significantly	ADV
futech-623	35	31	affect	affect	VERB
futech-623	35	32	their	their	PRON
futech-623	35	33	interactions	interaction	NOUN
futech-623	35	34	with	with	ADP
futech-623	35	35	ai	ai	PROPN
futech-623	35	36	systems	system	NOUN
futech-623	35	37	.	.	PUNCT
futech-623	36	1	teachers	teacher	NOUN
futech-623	36	2	with	with	ADP
futech-623	36	3	greater	great	ADJ
futech-623	36	4	digital	digital	ADJ
futech-623	36	5	literacy	literacy	NOUN
futech-623	36	6	are	be	AUX
futech-623	36	7	assumed	assume	VERB
futech-623	36	8	to	to	PART
futech-623	36	9	use	use	VERB
futech-623	36	10	ai	ai	NOUN
futech-623	36	11	tools	tool	NOUN
futech-623	36	12	more	more	ADV
futech-623	36	13	efficiently	efficiently	ADV
futech-623	36	14	,	,	PUNCT
futech-623	36	15	seeing	see	VERB
futech-623	36	16	them	they	PRON
futech-623	36	17	as	as	ADP
futech-623	36	18	empowering	empower	VERB
futech-623	36	19	technologies	technology	NOUN
futech-623	36	20	that	that	PRON
futech-623	36	21	simplify	simplify	VERB
futech-623	36	22	rather	rather	ADV
futech-623	36	23	than	than	ADP
futech-623	36	24	complicate	complicate	VERB
futech-623	36	25	tasks	task	NOUN
futech-623	36	26	[	[	X
futech-623	36	27	14	14	NUM
futech-623	36	28	]	]	PUNCT
futech-623	36	29	.	.	PUNCT
futech-623	37	1	lower	low	ADJ
futech-623	37	2	digital	digital	ADJ
futech-623	37	3	literacy	literacy	NOUN
futech-623	37	4	levels	level	NOUN
futech-623	37	5	,	,	PUNCT
futech-623	37	6	on	on	ADP
futech-623	37	7	the	the	DET
futech-623	37	8	other	other	ADJ
futech-623	37	9	hand	hand	NOUN
futech-623	37	10	,	,	PUNCT
futech-623	37	11	can	can	AUX
futech-623	37	12	be	be	AUX
futech-623	37	13	a	a	DET
futech-623	37	14	hindrance	hindrance	NOUN
futech-623	37	15	to	to	ADP
futech-623	37	16	the	the	DET
futech-623	37	17	effective	effective	ADJ
futech-623	37	18	deployment	deployment	NOUN
futech-623	37	19	of	of	ADP
futech-623	37	20	ai	ai	PROPN
futech-623	37	21	systems	system	NOUN
futech-623	37	22	,	,	PUNCT
futech-623	37	23	leading	lead	VERB
futech-623	37	24	to	to	ADP
futech-623	37	25	frustration	frustration	NOUN
futech-623	37	26	,	,	PUNCT
futech-623	37	27	anxiety	anxiety	NOUN
futech-623	37	28	,	,	PUNCT
futech-623	37	29	or	or	CCONJ
futech-623	37	30	disaffection	disaffection	NOUN
futech-623	37	31	[	[	X
futech-623	37	32	15	15	NUM
futech-623	37	33	]	]	PUNCT
futech-623	37	34	.	.	PUNCT
futech-623	38	1	this	this	DET
futech-623	38	2	study	study	NOUN
futech-623	38	3	addresses	address	VERB
futech-623	38	4	these	these	DET
futech-623	38	5	gaps	gap	NOUN
futech-623	38	6	by	by	ADP
futech-623	38	7	examining	examine	VERB
futech-623	38	8	ai	ai	VERB
futech-623	38	9	-	-	PUNCT
futech-623	38	10	supported	support	VERB
futech-623	38	11	work	work	NOUN
futech-623	38	12	engagement	engagement	NOUN
futech-623	38	13	relationships	relationship	NOUN
futech-623	38	14	and	and	CCONJ
futech-623	38	15	the	the	DET
futech-623	38	16	moderating	moderate	VERB
futech-623	38	17	role	role	NOUN
futech-623	38	18	of	of	ADP
futech-623	38	19	digital	digital	ADJ
futech-623	38	20	literacy	literacy	NOUN
futech-623	38	21	.	.	PUNCT
futech-623	39	1	2	2	X
futech-623	39	2	.	.	X
futech-623	39	3	literature	literature	NOUN
futech-623	39	4	review	review	PROPN
futech-623	39	5	and	and	CCONJ
futech-623	39	6	research	research	NOUN
futech-623	39	7	hypotheses	hypothesis	NOUN
futech-623	39	8	2.1	2.1	NUM
futech-623	39	9	ai	ai	ADJ
futech-623	39	10	-	-	PUNCT
futech-623	39	11	driven	drive	VERB
futech-623	39	12	organizational	organizational	ADJ
futech-623	39	13	support	support	NOUN
futech-623	39	14	systems	system	NOUN
futech-623	39	15	ai	ai	VERB
futech-623	39	16	-	-	PUNCT
futech-623	39	17	based	base	VERB
futech-623	39	18	organizational	organizational	ADJ
futech-623	39	19	support	support	NOUN
futech-623	39	20	is	be	AUX
futech-623	39	21	operationally	operationally	ADV
futech-623	39	22	defined	define	VERB
futech-623	39	23	as	as	ADP
futech-623	39	24	faculty	faculty	NOUN
futech-623	39	25	members	member	NOUN
futech-623	39	26	'	'	PART
futech-623	39	27	perceptions	perception	NOUN
futech-623	39	28	of	of	ADP
futech-623	39	29	the	the	DET
futech-623	39	30	availability	availability	NOUN
futech-623	39	31	,	,	PUNCT
futech-623	39	32	accessibility	accessibility	NOUN
futech-623	39	33	,	,	PUNCT
futech-623	39	34	and	and	CCONJ
futech-623	39	35	usefulness	usefulness	NOUN
futech-623	39	36	of	of	ADP
futech-623	39	37	institutionally	institutionally	ADV
futech-623	39	38	provided	provide	VERB
futech-623	39	39	ai	ai	PROPN
futech-623	39	40	systems	system	NOUN
futech-623	39	41	across	across	ADP
futech-623	39	42	three	three	NUM
futech-623	39	43	domains	domain	NOUN
futech-623	39	44	:	:	PUNCT
futech-623	39	45	teaching	teaching	NOUN
futech-623	39	46	(	(	PUNCT
futech-623	39	47	e.g.	e.g.	ADV
futech-623	39	48	,	,	PUNCT
futech-623	39	49	automated	automated	ADJ
futech-623	39	50	grading	grading	NOUN
futech-623	39	51	,	,	PUNCT
futech-623	39	52	content	content	NOUN
futech-623	39	53	generation	generation	NOUN
futech-623	39	54	)	)	PUNCT
futech-623	39	55	,	,	PUNCT
futech-623	39	56	research	research	NOUN
futech-623	39	57	(	(	PUNCT
futech-623	39	58	e.g.	e.g.	ADV
futech-623	39	59	,	,	PUNCT
futech-623	39	60	literature	literature	NOUN
futech-623	39	61	synthesis	synthesis	NOUN
futech-623	39	62	,	,	PUNCT
futech-623	39	63	data	datum	NOUN
futech-623	39	64	analysis	analysis	NOUN
futech-623	39	65	)	)	PUNCT
futech-623	39	66	,	,	PUNCT
futech-623	39	67	and	and	CCONJ
futech-623	39	68	administration	administration	NOUN
futech-623	39	69	(	(	PUNCT
futech-623	39	70	e.g.	e.g.	ADV
futech-623	39	71	,	,	PUNCT
futech-623	39	72	scheduling	scheduling	NOUN
futech-623	39	73	,	,	PUNCT
futech-623	39	74	document	document	NOUN
futech-623	39	75	processing	processing	NOUN
futech-623	39	76	)	)	PUNCT
futech-623	39	77	.	.	PUNCT
futech-623	40	1	at	at	ADP
futech-623	40	2	the	the	DET
futech-623	40	3	tertiary	tertiary	ADJ
futech-623	40	4	level	level	NOUN
futech-623	40	5	,	,	PUNCT
futech-623	40	6	ai	ai	VERB
futech-623	40	7	support	support	NOUN
futech-623	40	8	systems	system	NOUN
futech-623	40	9	operate	operate	VERB
futech-623	40	10	across	across	ADP
futech-623	40	11	three	three	NUM
futech-623	40	12	spheres	sphere	NOUN
futech-623	40	13	.	.	PUNCT
futech-623	41	1	the	the	DET
futech-623	41	2	latest	late	ADJ
futech-623	41	3	evidence	evidence	NOUN
futech-623	41	4	from	from	ADP
futech-623	41	5	2024	2024	NUM
futech-623	41	6	-	-	SYM
futech-623	41	7	2025	2025	NUM
futech-623	41	8	shows	show	NOUN
futech-623	41	9	accelerated	accelerate	VERB
futech-623	41	10	ai	ai	VERB
futech-623	41	11	adoption	adoption	NOUN
futech-623	41	12	in	in	ADP
futech-623	41	13	higher	high	ADJ
futech-623	41	14	education	education	NOUN
futech-623	41	15	institutions	institution	NOUN
futech-623	41	16	worldwide	worldwide	ADV
futech-623	41	17	.	.	PUNCT
futech-623	42	1	a	a	DET
futech-623	42	2	comprehensive	comprehensive	ADJ
futech-623	42	3	study	study	NOUN
futech-623	42	4	[	[	X
futech-623	42	5	16	16	NUM
futech-623	42	6	]	]	PUNCT
futech-623	42	7	examined	examine	VERB
futech-623	42	8	generative	generative	NOUN
futech-623	42	9	ai	ai	VERB
futech-623	42	10	adoption	adoption	NOUN
futech-623	42	11	strategies	strategy	NOUN
futech-623	42	12	across	across	ADP
futech-623	42	13	40	40	NUM
futech-623	42	14	universities	university	NOUN
futech-623	42	15	from	from	ADP
futech-623	42	16	six	six	NUM
futech-623	42	17	global	global	ADJ
futech-623	42	18	regions	region	NOUN
futech-623	42	19	,	,	PUNCT
futech-623	42	20	finding	find	VERB
futech-623	42	21	that	that	SCONJ
futech-623	42	22	institutions	institution	NOUN
futech-623	42	23	are	be	AUX
futech-623	42	24	proactively	proactively	ADV
futech-623	42	25	developing	develop	VERB
futech-623	42	26	guidelines	guideline	NOUN
futech-623	42	27	for	for	ADP
futech-623	42	28	ethical	ethical	ADJ
futech-623	42	29	ai	ai	NOUN
futech-623	42	30	use	use	NOUN
futech-623	42	31	,	,	PUNCT
futech-623	42	32	designing	design	VERB
futech-623	42	33	authentic	authentic	ADJ
futech-623	42	34	assessments	assessment	NOUN
futech-623	42	35	,	,	PUNCT
futech-623	42	36	and	and	CCONJ
futech-623	42	37	providing	provide	VERB
futech-623	42	38	training	training	NOUN
futech-623	42	39	programs	program	NOUN
futech-623	42	40	to	to	PART
futech-623	42	41	foster	foster	VERB
futech-623	42	42	ai	ai	VERB
futech-623	42	43	literacy	literacy	NOUN
futech-623	42	44	among	among	ADP
futech-623	42	45	faculty	faculty	NOUN
futech-623	42	46	and	and	CCONJ
futech-623	42	47	students	student	NOUN
futech-623	42	48	.	.	PUNCT
futech-623	43	1	research	research	NOUN
futech-623	43	2	findings	finding	NOUN
futech-623	43	3	[	[	X
futech-623	43	4	17	17	NUM
futech-623	43	5	]	]	PUNCT
futech-623	43	6	report	report	NOUN
futech-623	43	7	that	that	SCONJ
futech-623	43	8	faculty	faculty	NOUN
futech-623	43	9	increasingly	increasingly	ADV
futech-623	43	10	view	view	VERB
futech-623	43	11	ai	ai	VERB
futech-623	43	12	tools	tool	NOUN
futech-623	43	13	as	as	ADV
futech-623	43	14	valuable	valuable	ADJ
futech-623	43	15	for	for	ADP
futech-623	43	16	extending	extend	VERB
futech-623	43	17	limited	limited	ADJ
futech-623	43	18	time	time	NOUN
futech-623	43	19	resources	resource	NOUN
futech-623	43	20	,	,	PUNCT
futech-623	43	21	overcoming	overcome	VERB
futech-623	43	22	language	language	NOUN
futech-623	43	23	barriers	barrier	NOUN
futech-623	43	24	,	,	PUNCT
futech-623	43	25	and	and	CCONJ
futech-623	43	26	creating	create	VERB
futech-623	43	27	personalized	personalized	ADJ
futech-623	43	28	learning	learning	NOUN
futech-623	43	29	experiences	experience	NOUN
futech-623	43	30	,	,	PUNCT
futech-623	43	31	although	although	SCONJ
futech-623	43	32	concerns	concern	NOUN
futech-623	43	33	about	about	ADP
futech-623	43	34	academic	academic	ADJ
futech-623	43	35	integrity	integrity	NOUN
futech-623	43	36	and	and	CCONJ
futech-623	43	37	ai	ai	PRON
futech-623	43	38	misuse	misuse	NOUN
futech-623	43	39	remain	remain	VERB
futech-623	43	40	prevalent	prevalent	ADJ
futech-623	43	41	.	.	PUNCT
futech-623	44	1	this	this	DET
futech-623	44	2	rapid	rapid	ADJ
futech-623	44	3	integration	integration	NOUN
futech-623	44	4	of	of	ADP
futech-623	44	5	generative	generative	ADJ
futech-623	44	6	ai	ai	NOUN
futech-623	44	7	tools	tool	NOUN
futech-623	44	8	like	like	ADP
futech-623	44	9	chatgpt	chatgpt	NOUN
futech-623	44	10	,	,	PUNCT
futech-623	44	11	claude	claude	PROPN
futech-623	44	12	,	,	PUNCT
futech-623	44	13	and	and	CCONJ
futech-623	44	14	institutional	institutional	ADJ
futech-623	44	15	ai	ai	PROPN
futech-623	44	16	systems	system	NOUN
futech-623	44	17	into	into	ADP
futech-623	44	18	faculty	faculty	NOUN
futech-623	44	19	workflows	workflow	NOUN
futech-623	44	20	represents	represent	VERB
futech-623	44	21	a	a	DET
futech-623	44	22	fundamental	fundamental	ADJ
futech-623	44	23	shift	shift	NOUN
futech-623	44	24	in	in	ADP
futech-623	44	25	how	how	SCONJ
futech-623	44	26	academic	academic	ADJ
futech-623	44	27	work	work	NOUN
futech-623	44	28	is	be	AUX
futech-623	44	29	conducted	conduct	VERB
futech-623	44	30	across	across	ADP
futech-623	44	31	teaching	teaching	NOUN
futech-623	44	32	,	,	PUNCT
futech-623	44	33	research	research	NOUN
futech-623	44	34	,	,	PUNCT
futech-623	44	35	and	and	CCONJ
futech-623	44	36	administrative	administrative	ADJ
futech-623	44	37	domains	domain	NOUN
futech-623	44	38	.	.	PUNCT
futech-623	45	1	ai	ai	VERB
futech-623	45	2	support	support	NOUN
futech-623	45	3	spans	span	NOUN
futech-623	45	4	three	three	NUM
futech-623	45	5	domains	domain	NOUN
futech-623	45	6	:	:	PUNCT
futech-623	45	7	(	(	PUNCT
futech-623	45	8	1	1	X
futech-623	45	9	)	)	PUNCT
futech-623	45	10	administrative	administrative	ADJ
futech-623	45	11	support	support	NOUN
futech-623	45	12	via	via	ADP
futech-623	45	13	intelligent	intelligent	ADJ
futech-623	45	14	scheduling	scheduling	NOUN
futech-623	45	15	and	and	CCONJ
futech-623	45	16	automated	automate	VERB
futech-623	45	17	grading	grading	NOUN
futech-623	45	18	;	;	PUNCT
futech-623	45	19	(	(	PUNCT
futech-623	45	20	2	2	X
futech-623	45	21	)	)	PUNCT
futech-623	45	22	teaching	teach	VERB
futech-623	45	23	support	support	NOUN
futech-623	45	24	through	through	ADP
futech-623	45	25	adaptive	adaptive	ADJ
futech-623	45	26	learning	learning	NOUN
futech-623	45	27	platforms	platform	NOUN
futech-623	45	28	and	and	CCONJ
futech-623	45	29	ai	ai	VERB
futech-623	45	30	content	content	NOUN
futech-623	45	31	creation	creation	NOUN
futech-623	45	32	;	;	PUNCT
futech-623	45	33	(	(	PUNCT
futech-623	45	34	3	3	X
futech-623	45	35	)	)	PUNCT
futech-623	45	36	research	research	NOUN
futech-623	45	37	assistance	assistance	NOUN
futech-623	45	38	via	via	ADP
futech-623	45	39	ai	ai	PROPN
futech-623	45	40	literature	literature	PROPN
futech-623	45	41	review	review	NOUN
futech-623	45	42	and	and	CCONJ
futech-623	45	43	data	data	VERB
futech-623	45	44	analysis	analysis	NOUN
futech-623	45	45	tools	tool	NOUN
futech-623	45	46	[	[	X
futech-623	45	47	18	18	NUM
futech-623	45	48	]	]	PUNCT
futech-623	45	49	.	.	PUNCT
futech-623	46	1	zhang	zhang	PROPN
futech-623	46	2	et	et	PROPN
futech-623	46	3	al	al	PROPN
futech-623	46	4	.	.	PUNCT
futech-623	47	1	[	[	X
futech-623	47	2	19	19	NUM
futech-623	47	3	]	]	X
futech-623	47	4	meta	meta	VERB
futech-623	47	5	-	-	PUNCT
futech-623	47	6	reviewed	review	VERB
futech-623	47	7	87	87	NUM
futech-623	47	8	studies	study	NOUN
futech-623	47	9	,	,	PUNCT
futech-623	47	10	identifying	identify	VERB
futech-623	47	11	a	a	DET
futech-623	47	12	three	three	NUM
futech-623	47	13	-	-	PUNCT
futech-623	47	14	phase	phase	NOUN
futech-623	47	15	adoption	adoption	NOUN
futech-623	47	16	model	model	NOUN
futech-623	47	17	:	:	PUNCT
futech-623	47	18	initial	initial	ADJ
futech-623	47	19	resistance	resistance	NOUN
futech-623	47	20	,	,	PUNCT
futech-623	47	21	gradual	gradual	ADJ
futech-623	47	22	acceptance	acceptance	NOUN
futech-623	47	23	through	through	ADP
futech-623	47	24	experimentation	experimentation	NOUN
futech-623	47	25	,	,	PUNCT
futech-623	47	26	and	and	CCONJ
futech-623	47	27	integration	integration	NOUN
futech-623	47	28	.	.	PUNCT
futech-623	48	1	digital	digital	ADJ
futech-623	48	2	literacy	literacy	NOUN
futech-623	48	3	was	be	AUX
futech-623	48	4	the	the	DET
futech-623	48	5	most	most	ADV
futech-623	48	6	significant	significant	ADJ
futech-623	48	7	driver	driver	NOUN
futech-623	48	8	across	across	ADP
futech-623	48	9	all	all	DET
futech-623	48	10	stages	stage	NOUN
futech-623	48	11	.	.	PUNCT
futech-623	49	1	reference	reference	NOUN
futech-623	49	2	[	[	X
futech-623	49	3	20	20	NUM
futech-623	49	4	]	]	PUNCT
futech-623	49	5	reported	report	VERB
futech-623	49	6	that	that	SCONJ
futech-623	49	7	chinese	chinese	PROPN
futech-623	49	8	university	university	PROPN
futech-623	49	9	ai	ai	PROPN
futech-623	49	10	investment	investment	NOUN
futech-623	49	11	grew	grow	VERB
futech-623	49	12	340	340	NUM
futech-623	49	13	%	%	NOUN
futech-623	49	14	from	from	ADP
futech-623	49	15	2019	2019	NUM
futech-623	49	16	to	to	ADP
futech-623	49	17	2024	2024	NUM
futech-623	49	18	,	,	PUNCT
futech-623	49	19	with	with	ADP
futech-623	49	20	large	large	ADJ
futech-623	49	21	institutional	institutional	ADJ
futech-623	49	22	gaps	gap	NOUN
futech-623	49	23	.	.	PUNCT
futech-623	50	1	universities	university	NOUN
futech-623	50	2	with	with	ADP
futech-623	50	3	digital	digital	ADJ
futech-623	50	4	literacy	literacy	NOUN
futech-623	50	5	training	training	NOUN
futech-623	50	6	programs	program	NOUN
futech-623	50	7	were	be	AUX
futech-623	50	8	2.8	2.8	NUM
futech-623	50	9	times	time	NOUN
futech-623	50	10	more	more	ADV
futech-623	50	11	likely	likely	ADJ
futech-623	50	12	to	to	PART
futech-623	50	13	invest	invest	VERB
futech-623	50	14	in	in	ADP
futech-623	50	15	ai	ai	NOUN
futech-623	50	16	,	,	PUNCT
futech-623	50	17	suggesting	suggest	VERB
futech-623	50	18	the	the	DET
futech-623	50	19	importance	importance	NOUN
futech-623	50	20	of	of	ADP
futech-623	50	21	human	human	ADJ
futech-623	50	22	capital	capital	NOUN
futech-623	50	23	investment	investment	NOUN
futech-623	50	24	alongside	alongside	ADP
futech-623	50	25	technology	technology	NOUN
futech-623	50	26	.	.	PUNCT
futech-623	50	27	"	"	PUNCT
futech-623	51	1	it	it	PRON
futech-623	51	2	is	be	AUX
futech-623	51	3	important	important	ADJ
futech-623	51	4	to	to	PART
futech-623	51	5	distinguish	distinguish	VERB
futech-623	51	6	between	between	ADP
futech-623	51	7	conceptually	conceptually	ADV
futech-623	51	8	related	relate	VERB
futech-623	51	9	constructs	construct	NOUN
futech-623	51	10	in	in	ADP
futech-623	51	11	this	this	DET
futech-623	51	12	study	study	NOUN
futech-623	51	13	.	.	PUNCT
futech-623	52	1	ai	ai	VERB
futech-623	52	2	-	-	PUNCT
futech-623	52	3	based	base	VERB
futech-623	52	4	organizational	organizational	ADJ
futech-623	52	5	support	support	NOUN
futech-623	52	6	refers	refer	VERB
futech-623	52	7	to	to	ADP
futech-623	52	8	the	the	DET
futech-623	52	9	institutional	institutional	ADJ
futech-623	52	10	provision	provision	NOUN
futech-623	52	11	of	of	ADP
futech-623	52	12	ai	ai	PROPN
futech-623	52	13	technologies	technology	NOUN
futech-623	52	14	and	and	CCONJ
futech-623	52	15	systems	system	NOUN
futech-623	52	16	(	(	PUNCT
futech-623	52	17	an	an	DET
futech-623	52	18	external	external	ADJ
futech-623	52	19	,	,	PUNCT
futech-623	52	20	organizationallevel	organizationallevel	ADJ
futech-623	52	21	resource	resource	NOUN
futech-623	52	22	)	)	PUNCT
futech-623	52	23	.	.	PUNCT
futech-623	53	1	digital	digital	ADJ
futech-623	53	2	literacy	literacy	NOUN
futech-623	53	3	represents	represent	VERB
futech-623	53	4	an	an	DET
futech-623	53	5	individual	individual	NOUN
futech-623	53	6	's	's	PART
futech-623	53	7	capability	capability	NOUN
futech-623	53	8	to	to	PART
futech-623	53	9	effectively	effectively	ADV
futech-623	53	10	use	use	VERB
futech-623	53	11	digital	digital	ADJ
futech-623	53	12	technologies	technology	NOUN
futech-623	53	13	(	(	PUNCT
futech-623	53	14	an	an	DET
futech-623	53	15	internal	internal	ADJ
futech-623	53	16	,	,	PUNCT
futech-623	53	17	individual	individual	ADJ
futech-623	53	18	-	-	PUNCT
futech-623	53	19	level	level	NOUN
futech-623	53	20	competency	competency	NOUN
futech-623	53	21	)	)	PUNCT
futech-623	53	22	.	.	PUNCT
futech-623	54	1	digital	digital	ADJ
futech-623	54	2	self	self	NOUN
futech-623	54	3	-	-	PUNCT
futech-623	54	4	efficacy	efficacy	NOUN
futech-623	54	5	,	,	PUNCT
futech-623	54	6	a	a	DET
futech-623	54	7	component	component	NOUN
futech-623	54	8	of	of	ADP
futech-623	54	9	digital	digital	ADJ
futech-623	54	10	literacy	literacy	NOUN
futech-623	54	11	,	,	PUNCT
futech-623	54	12	captures	capture	VERB
futech-623	54	13	explicit	explicit	ADJ
futech-623	54	14	confidence	confidence	NOUN
futech-623	54	15	beliefs	belief	NOUN
futech-623	54	16	about	about	ADP
futech-623	54	17	one	one	PROPN
futech-623	54	18	's	's	PART
futech-623	54	19	ability	ability	NOUN
futech-623	54	20	to	to	PART
futech-623	54	21	use	use	VERB
futech-623	54	22	technology	technology	NOUN
futech-623	54	23	.	.	PUNCT
futech-623	55	1	while	while	SCONJ
futech-623	55	2	tam	tam	PROPN
futech-623	55	3	's	's	PART
futech-623	55	4	perceived	perceive	VERB
futech-623	55	5	ease	ease	NOUN
futech-623	55	6	of	of	ADP
futech-623	55	7	use	use	NOUN
futech-623	55	8	overlaps	overlap	NOUN
futech-623	55	9	conceptually	conceptually	ADV
futech-623	55	10	with	with	ADP
futech-623	55	11	digital	digital	ADJ
futech-623	55	12	selfefficacy	selfefficacy	NOUN
futech-623	55	13	,	,	PUNCT
futech-623	55	14	our	our	PRON
futech-623	55	15	study	study	NOUN
futech-623	55	16	measures	measure	VERB
futech-623	55	17	digital	digital	ADJ
futech-623	55	18	literacy	literacy	NOUN
futech-623	55	19	as	as	ADP
futech-623	55	20	a	a	DET
futech-623	55	21	broader	broad	ADJ
futech-623	55	22	competency	competency	NOUN
futech-623	55	23	encompassing	encompass	VERB
futech-623	55	24	both	both	DET
futech-623	55	25	skills	skill	NOUN
futech-623	55	26	and	and	CCONJ
futech-623	55	27	confidence	confidence	NOUN
futech-623	55	28	,	,	PUNCT
futech-623	55	29	whereas	whereas	SCONJ
futech-623	55	30	ai	ai	VERB
futech-623	55	31	organizational	organizational	ADJ
futech-623	55	32	support	support	NOUN
futech-623	55	33	is	be	AUX
futech-623	55	34	measured	measure	VERB
futech-623	55	35	through	through	ADP
futech-623	55	36	perceptions	perception	NOUN
futech-623	55	37	of	of	ADP
futech-623	55	38	system	system	NOUN
futech-623	55	39	quality	quality	NOUN
futech-623	55	40	and	and	CCONJ
futech-623	55	41	institutional	institutional	ADJ
futech-623	55	42	provision	provision	NOUN
futech-623	55	43	.	.	PUNCT
futech-623	56	1	this	this	DET
futech-623	56	2	distinction	distinction	NOUN
futech-623	56	3	prevents	prevent	VERB
futech-623	56	4	theoretical	theoretical	ADJ
futech-623	56	5	redundancy	redundancy	NOUN
futech-623	56	6	by	by	ADP
futech-623	56	7	examining	examine	VERB
futech-623	56	8	organizational	organizational	ADJ
futech-623	56	9	resources	resource	NOUN
futech-623	56	10	(	(	PUNCT
futech-623	56	11	what	what	PRON
futech-623	56	12	is	be	AUX
futech-623	56	13	provided	provide	VERB
futech-623	56	14	)	)	PUNCT
futech-623	56	15	separately	separately	ADV
futech-623	56	16	from	from	ADP
futech-623	56	17	individual	individual	ADJ
futech-623	56	18	capacities	capacity	NOUN
futech-623	56	19	(	(	PUNCT
futech-623	56	20	ability	ability	NOUN
futech-623	56	21	to	to	PART
futech-623	56	22	utilize	utilize	VERB
futech-623	56	23	what	what	PRON
futech-623	56	24	is	be	AUX
futech-623	56	25	provided	provide	VERB
futech-623	56	26	)	)	PUNCT
futech-623	56	27	.	.	PUNCT
futech-623	57	1	2.2	2.2	NUM
futech-623	57	2	work	work	NOUN
futech-623	57	3	engagement	engagement	NOUN
futech-623	57	4	work	work	NOUN
futech-623	57	5	engagement	engagement	NOUN
futech-623	57	6	is	be	AUX
futech-623	57	7	operationally	operationally	ADV
futech-623	57	8	defined	define	VERB
futech-623	57	9	as	as	ADP
futech-623	57	10	a	a	DET
futech-623	57	11	persistent	persistent	ADJ
futech-623	57	12	,	,	PUNCT
futech-623	57	13	positive	positive	ADJ
futech-623	57	14	affective	affective	NOUN
futech-623	57	15	-	-	PUNCT
futech-623	57	16	motivational	motivational	NOUN
futech-623	57	17	state	state	NOUN
futech-623	57	18	comprising	comprise	VERB
futech-623	57	19	three	three	NUM
futech-623	57	20	dimensions	dimension	NOUN
futech-623	57	21	:	:	PUNCT
futech-623	57	22	vigor	vigor	NOUN
futech-623	57	23	(	(	PUNCT
futech-623	57	24	high	high	ADJ
futech-623	57	25	energy	energy	NOUN
futech-623	57	26	and	and	CCONJ
futech-623	57	27	mental	mental	ADJ
futech-623	57	28	resilience	resilience	NOUN
futech-623	57	29	)	)	PUNCT
futech-623	57	30	,	,	PUNCT
futech-623	57	31	dedication	dedication	NOUN
futech-623	57	32	(	(	PUNCT
futech-623	57	33	strong	strong	ADJ
futech-623	57	34	involvement	involvement	NOUN
futech-623	57	35	and	and	CCONJ
futech-623	57	36	enthusiasm	enthusiasm	NOUN
futech-623	57	37	)	)	PUNCT
futech-623	57	38	,	,	PUNCT
futech-623	57	39	and	and	CCONJ
futech-623	57	40	absorption	absorption	NOUN
futech-623	57	41	(	(	PUNCT
futech-623	57	42	deep	deep	ADJ
futech-623	57	43	concentration	concentration	NOUN
futech-623	57	44	and	and	CCONJ
futech-623	57	45	pleasant	pleasant	ADJ
futech-623	57	46	immersion	immersion	NOUN
futech-623	57	47	in	in	ADP
futech-623	57	48	work	work	NOUN
futech-623	57	49	)	)	PUNCT
futech-623	57	50	,	,	PUNCT
futech-623	57	51	measured	measure	VERB
futech-623	57	52	by	by	ADP
futech-623	57	53	uwes-9	uwes-9	PROPN
futech-623	57	54	[	[	X
futech-623	57	55	18	18	NUM
futech-623	57	56	]	]	PUNCT
futech-623	57	57	.	.	PUNCT
futech-623	58	1	the	the	DET
futech-623	58	2	uwes-9	uwes-9	PROPN
futech-623	58	3	demonstrates	demonstrate	VERB
futech-623	58	4	excellent	excellent	ADJ
futech-623	58	5	psychometric	psychometric	ADJ
futech-623	58	6	properties	property	NOUN
futech-623	58	7	and	and	CCONJ
futech-623	58	8	predicts	predict	VERB
futech-623	58	9	teaching	teach	VERB
futech-623	58	10	competence	competence	NOUN
futech-623	58	11	(	(	PUNCT
futech-623	58	12	r=.42	r=.42	NOUN
futech-623	58	13	)	)	PUNCT
futech-623	58	14	,	,	PUNCT
futech-623	58	15	research	research	NOUN
futech-623	58	16	productivity	productivity	NOUN
futech-623	58	17	(	(	PUNCT
futech-623	58	18	r=.38	r=.38	NOUN
futech-623	58	19	)	)	PUNCT
futech-623	58	20	,	,	PUNCT
futech-623	58	21	and	and	CCONJ
futech-623	58	22	retention	retention	NOUN
futech-623	58	23	(	(	PUNCT
futech-623	58	24	r=-.45	r=-.45	NOUN
futech-623	58	25	with	with	ADP
futech-623	58	26	turnover	turnover	NOUN
futech-623	58	27	)	)	PUNCT
futech-623	59	1	[	[	X
futech-623	59	2	21	21	NUM
futech-623	59	3	]	]	PUNCT
futech-623	59	4	.	.	PUNCT
futech-623	60	1	academic	academic	ADJ
futech-623	60	2	engagement	engagement	NOUN
futech-623	60	3	differs	differ	VERB
futech-623	60	4	from	from	ADP
futech-623	60	5	organizational	organizational	ADJ
futech-623	60	6	settings	setting	NOUN
futech-623	60	7	,	,	PUNCT
futech-623	60	8	spanning	span	VERB
futech-623	60	9	multiple	multiple	ADJ
futech-623	60	10	roles	role	NOUN
futech-623	60	11	(	(	PUNCT
futech-623	60	12	teaching	teaching	NOUN
futech-623	60	13	,	,	PUNCT
futech-623	60	14	research	research	NOUN
futech-623	60	15	,	,	PUNCT
futech-623	60	16	administration	administration	NOUN
futech-623	60	17	)	)	PUNCT
futech-623	60	18	with	with	ADP
futech-623	60	19	varied	varied	ADJ
futech-623	60	20	temporal	temporal	ADJ
futech-623	60	21	rhythms	rhythm	NOUN
futech-623	60	22	.	.	PUNCT
futech-623	61	1	understanding	understand	VERB
futech-623	61	2	how	how	SCONJ
futech-623	61	3	ai	ai	NOUN
futech-623	61	4	supports	support	VERB
futech-623	61	5	these	these	DET
futech-623	61	6	patterns	pattern	NOUN
futech-623	61	7	is	be	AUX
futech-623	61	8	important	important	ADJ
futech-623	61	9	for	for	ADP
futech-623	61	10	faculty	faculty	NOUN
futech-623	61	11	well	well	ADV
futech-623	61	12	-	-	PUNCT
futech-623	61	13	being	being	NOUN
futech-623	61	14	.	.	PUNCT
futech-623	62	1	2.3	2.3	NUM
futech-623	62	2	digital	digital	ADJ
futech-623	62	3	literacy	literacy	NOUN
futech-623	62	4	as	as	ADP
futech-623	62	5	moderator	moderator	NOUN
futech-623	62	6	digital	digital	ADJ
futech-623	62	7	literacy	literacy	NOUN
futech-623	62	8	is	be	AUX
futech-623	62	9	operationally	operationally	ADV
futech-623	62	10	defined	define	VERB
futech-623	62	11	as	as	ADP
futech-623	62	12	the	the	DET
futech-623	62	13	integrated	integrate	VERB
futech-623	62	14	set	set	NOUN
futech-623	62	15	of	of	ADP
futech-623	62	16	technical	technical	ADJ
futech-623	62	17	skills	skill	NOUN
futech-623	62	18	,	,	PUNCT
futech-623	62	19	cognitive	cognitive	ADJ
futech-623	62	20	abilities	ability	NOUN
futech-623	62	21	,	,	PUNCT
futech-623	62	22	and	and	CCONJ
futech-623	62	23	confidence	confidence	NOUN
futech-623	62	24	beliefs	belief	NOUN
futech-623	62	25	required	require	VERB
futech-623	62	26	to	to	PART
futech-623	62	27	effectively	effectively	ADV
futech-623	62	28	locate	locate	VERB
futech-623	62	29	,	,	PUNCT
futech-623	62	30	evaluate	evaluate	VERB
futech-623	62	31	,	,	PUNCT
futech-623	62	32	create	create	VERB
futech-623	62	33	,	,	PUNCT
futech-623	62	34	and	and	CCONJ
futech-623	62	35	communicate	communicate	VERB
futech-623	62	36	information	information	NOUN
futech-623	62	37	using	use	VERB
futech-623	62	38	digital	digital	ADJ
futech-623	62	39	technologies	technology	NOUN
futech-623	62	40	in	in	ADP
futech-623	62	41	academic	academic	ADJ
futech-623	62	42	contexts	context	NOUN
futech-623	62	43	[	[	X
futech-623	62	44	12	12	NUM
futech-623	62	45	]	]	PUNCT
futech-623	62	46	.	.	PUNCT
futech-623	63	1	digital	digital	ADJ
futech-623	63	2	literacy	literacy	NOUN
futech-623	63	3	is	be	AUX
futech-623	63	4	the	the	DET
futech-623	63	5	competence	competence	NOUN
futech-623	63	6	,	,	PUNCT
futech-623	63	7	skills	skill	NOUN
futech-623	63	8	,	,	PUNCT
futech-623	63	9	and	and	CCONJ
futech-623	63	10	knowledge	knowledge	NOUN
futech-623	63	11	needed	need	VERB
futech-623	63	12	to	to	PART
futech-623	63	13	effectively	effectively	ADV
futech-623	63	14	use	use	VERB
futech-623	63	15	digital	digital	ADJ
futech-623	63	16	technologies	technology	NOUN
futech-623	63	17	for	for	ADP
futech-623	63	18	information	information	NOUN
futech-623	63	19	processing	processing	NOUN
futech-623	63	20	,	,	PUNCT
futech-623	63	21	communication	communication	NOUN
futech-623	63	22	,	,	PUNCT
futech-623	63	23	and	and	CCONJ
futech-623	63	24	problem	problem	NOUN
futech-623	63	25	-	-	PUNCT
futech-623	63	26	solving	solving	NOUN
futech-623	63	27	.	.	PUNCT
futech-623	64	1	digital	digital	ADJ
futech-623	64	2	literacy	literacy	NOUN
futech-623	64	3	has	have	AUX
futech-623	64	4	transformed	transform	VERB
futech-623	64	5	in	in	ADP
futech-623	64	6	higher	high	ADJ
futech-623	64	7	education	education	NOUN
futech-623	64	8	from	from	ADP
futech-623	64	9	fundamental	fundamental	ADJ
futech-623	64	10	computer	computer	NOUN
futech-623	64	11	skills	skill	NOUN
futech-623	64	12	to	to	PART
futech-623	64	13	start	start	VERB
futech-623	64	14	-	-	PUNCT
futech-623	64	15	to	to	ADP
futech-623	64	16	-	-	PUNCT
futech-623	64	17	finish	finish	NOUN
futech-623	64	18	competencies	competency	NOUN
futech-623	64	19	such	such	ADJ
futech-623	64	20	as	as	ADP
futech-623	64	21	critical	critical	ADJ
futech-623	64	22	analysis	analysis	NOUN
futech-623	64	23	of	of	ADP
futech-623	64	24	digital	digital	ADJ
futech-623	64	25	information	information	NOUN
futech-623	64	26	,	,	PUNCT
futech-623	64	27	digital	digital	ADJ
futech-623	64	28	content	content	NOUN
futech-623	64	29	creation	creation	NOUN
futech-623	64	30	,	,	PUNCT
futech-623	64	31	online	online	ADJ
futech-623	64	32	collaborative	collaborative	ADJ
futech-623	64	33	work	work	NOUN
futech-623	64	34	,	,	PUNCT
futech-623	64	35	and	and	CCONJ
futech-623	64	36	ethical	ethical	ADJ
futech-623	64	37	technology	technology	NOUN
futech-623	64	38	use	use	NOUN
futech-623	64	39	.	.	PUNCT
futech-623	65	1	hobfoll	hobfoll	PROPN
futech-623	65	2	's	's	PART
futech-623	65	3	conservation	conservation	NOUN
futech-623	65	4	of	of	ADP
futech-623	65	5	resources	resource	NOUN
futech-623	65	6	theory	theory	NOUN
futech-623	65	7	[	[	X
futech-623	65	8	19	19	NUM
futech-623	65	9	]	]	PUNCT
futech-623	65	10	indicates	indicate	VERB
futech-623	65	11	that	that	SCONJ
futech-623	65	12	human	human	ADJ
futech-623	65	13	resources	resource	NOUN
futech-623	65	14	,	,	PUNCT
futech-623	65	15	such	such	ADJ
futech-623	65	16	as	as	ADP
futech-623	65	17	digital	digital	ADJ
futech-623	65	18	literacy	literacy	NOUN
futech-623	65	19	,	,	PUNCT
futech-623	65	20	z.	z.	PROPN
futech-623	65	21	qian	qian	PROPN
futech-623	65	22	et	et	PROPN
futech-623	65	23	al	al	PROPN
futech-623	65	24	.	.	PROPN
futech-623	65	25	/future	/future	PUNCT
futech-623	65	26	technology	technology	PROPN
futech-623	65	27	february	february	PROPN
futech-623	65	28	2026|	2026|	NUM
futech-623	65	29	volume	volume	NOUN
futech-623	65	30	05	05	NUM
futech-623	66	1	|	|	ADV
futech-623	66	2	issue	issue	NOUN
futech-623	66	3	01	01	NUM
futech-623	67	1	|	|	ADV
futech-623	67	2	pages	page	VERB
futech-623	67	3	222	222	NUM
futech-623	67	4	-	-	SYM
futech-623	67	5	233	233	NUM
futech-623	67	6	224	224	NUM
futech-623	67	7	increase	increase	NOUN
futech-623	67	8	the	the	DET
futech-623	67	9	value	value	NOUN
futech-623	67	10	and	and	CCONJ
futech-623	67	11	usability	usability	NOUN
futech-623	67	12	of	of	ADP
futech-623	67	13	organizational	organizational	ADJ
futech-623	67	14	resources	resource	NOUN
futech-623	67	15	,	,	PUNCT
futech-623	67	16	potentially	potentially	ADV
futech-623	67	17	allowing	allow	VERB
futech-623	67	18	faculty	faculty	NOUN
futech-623	67	19	to	to	PART
futech-623	67	20	better	well	ADJ
futech-623	67	21	leverage	leverage	NOUN
futech-623	67	22	ai	ai	VERB
futech-623	67	23	systems	system	NOUN
futech-623	67	24	.	.	PUNCT
futech-623	68	1	we	we	PRON
futech-623	68	2	propose	propose	VERB
futech-623	68	3	digital	digital	ADJ
futech-623	68	4	literacy	literacy	NOUN
futech-623	68	5	as	as	ADP
futech-623	68	6	the	the	DET
futech-623	68	7	moderator	moderator	NOUN
futech-623	68	8	rather	rather	ADV
futech-623	68	9	than	than	ADP
futech-623	68	10	ai	ai	VERB
futech-623	68	11	system	system	NOUN
futech-623	68	12	design	design	NOUN
futech-623	68	13	or	or	CCONJ
futech-623	68	14	institutional	institutional	ADJ
futech-623	68	15	context	context	NOUN
futech-623	68	16	for	for	ADP
futech-623	68	17	three	three	NUM
futech-623	68	18	theoretical	theoretical	ADJ
futech-623	68	19	reasons	reason	NOUN
futech-623	68	20	.	.	PUNCT
futech-623	69	1	first	first	ADV
futech-623	69	2	,	,	PUNCT
futech-623	69	3	meta	meta	ADJ
futech-623	69	4	-	-	PUNCT
futech-623	69	5	analytic	analytic	ADJ
futech-623	69	6	evidence	evidence	NOUN
futech-623	69	7	from	from	ADP
futech-623	69	8	technology	technology	NOUN
futech-623	69	9	acceptance	acceptance	NOUN
futech-623	69	10	research	research	NOUN
futech-623	69	11	demonstrates	demonstrate	VERB
futech-623	69	12	that	that	SCONJ
futech-623	69	13	user	user	NOUN
futech-623	69	14	competencies	competency	NOUN
futech-623	69	15	explain	explain	VERB
futech-623	69	16	more	more	ADJ
futech-623	69	17	variance	variance	NOUN
futech-623	69	18	in	in	ADP
futech-623	69	19	technology	technology	NOUN
futech-623	69	20	benefits	benefit	NOUN
futech-623	69	21	than	than	ADP
futech-623	69	22	system	system	NOUN
futech-623	69	23	features	feature	NOUN
futech-623	69	24	.	.	PUNCT
futech-623	70	1	second	second	ADV
futech-623	70	2	,	,	PUNCT
futech-623	70	3	the	the	DET
futech-623	70	4	conservation	conservation	NOUN
futech-623	70	5	of	of	ADP
futech-623	70	6	resources	resource	NOUN
futech-623	70	7	theory	theory	NOUN
futech-623	70	8	suggests	suggest	VERB
futech-623	70	9	that	that	SCONJ
futech-623	70	10	personal	personal	ADJ
futech-623	70	11	resources	resource	NOUN
futech-623	70	12	,	,	PUNCT
futech-623	70	13	such	such	ADJ
futech-623	70	14	as	as	ADP
futech-623	70	15	digital	digital	ADJ
futech-623	70	16	literacy	literacy	NOUN
futech-623	70	17	,	,	PUNCT
futech-623	70	18	determine	determine	VERB
futech-623	70	19	how	how	SCONJ
futech-623	70	20	effectively	effectively	ADV
futech-623	70	21	individuals	individual	NOUN
futech-623	70	22	can	can	AUX
futech-623	70	23	convert	convert	VERB
futech-623	70	24	organizational	organizational	ADJ
futech-623	70	25	resources	resource	NOUN
futech-623	70	26	into	into	ADP
futech-623	70	27	engagement	engagement	NOUN
futech-623	70	28	outcomes	outcome	NOUN
futech-623	70	29	.	.	PUNCT
futech-623	71	1	third	third	ADJ
futech-623	71	2	,	,	PUNCT
futech-623	71	3	educational	educational	ADJ
futech-623	71	4	technology	technology	NOUN
futech-623	71	5	studies	study	NOUN
futech-623	71	6	specifically	specifically	ADV
futech-623	71	7	show	show	VERB
futech-623	71	8	that	that	SCONJ
futech-623	71	9	teacher	teacher	NOUN
futech-623	71	10	digital	digital	ADJ
futech-623	71	11	competence	competence	NOUN
futech-623	71	12	is	be	AUX
futech-623	71	13	the	the	DET
futech-623	71	14	primary	primary	ADJ
futech-623	71	15	boundary	boundary	ADJ
futech-623	71	16	condition	condition	NOUN
futech-623	71	17	for	for	ADP
futech-623	71	18	successful	successful	ADJ
futech-623	71	19	technology	technology	NOUN
futech-623	71	20	integration	integration	NOUN
futech-623	71	21	,	,	PUNCT
futech-623	71	22	regardless	regardless	ADV
futech-623	71	23	of	of	ADP
futech-623	71	24	system	system	NOUN
futech-623	71	25	quality	quality	NOUN
futech-623	71	26	.	.	PUNCT
futech-623	72	1	recent	recent	ADJ
futech-623	72	2	evidence	evidence	NOUN
futech-623	72	3	indicates	indicate	VERB
futech-623	72	4	widespread	widespread	ADJ
futech-623	72	5	heterogeneity	heterogeneity	NOUN
futech-623	72	6	in	in	ADP
futech-623	72	7	digital	digital	ADJ
futech-623	72	8	literacy	literacy	NOUN
futech-623	72	9	levels	level	NOUN
futech-623	72	10	among	among	ADP
futech-623	72	11	academic	academic	ADJ
futech-623	72	12	staff	staff	NOUN
futech-623	72	13	in	in	ADP
futech-623	72	14	universities	university	NOUN
futech-623	72	15	.	.	PUNCT
futech-623	73	1	a	a	DET
futech-623	73	2	large	large	ADJ
futech-623	73	3	-	-	PUNCT
futech-623	73	4	scale	scale	NOUN
futech-623	73	5	survey	survey	NOUN
futech-623	73	6	by	by	ADP
futech-623	73	7	martin	martin	PROPN
futech-623	73	8	and	and	CCONJ
futech-623	73	9	grudziecki	grudziecki	PROPN
futech-623	74	1	[	[	X
futech-623	74	2	22	22	NUM
futech-623	74	3	]	]	PUNCT
futech-623	74	4	across	across	ADP
futech-623	74	5	42	42	NUM
futech-623	74	6	european	european	ADJ
futech-623	74	7	universities	university	NOUN
futech-623	74	8	showed	show	VERB
futech-623	74	9	that	that	SCONJ
futech-623	74	10	while	while	SCONJ
futech-623	74	11	78	78	NUM
futech-623	74	12	%	%	NOUN
futech-623	74	13	of	of	ADP
futech-623	74	14	academic	academic	ADJ
futech-623	74	15	staff	staff	NOUN
futech-623	74	16	reported	report	VERB
futech-623	74	17	being	be	AUX
futech-623	74	18	digitally	digitally	ADV
futech-623	74	19	competent	competent	ADJ
futech-623	74	20	,	,	PUNCT
futech-623	74	21	only	only	ADV
futech-623	74	22	34	34	NUM
futech-623	74	23	%	%	NOUN
futech-623	74	24	were	be	AUX
futech-623	74	25	objectively	objectively	ADV
futech-623	74	26	tested	test	VERB
futech-623	74	27	to	to	PART
futech-623	74	28	have	have	VERB
futech-623	74	29	highly	highly	ADV
futech-623	74	30	developed	develop	VERB
futech-623	74	31	digital	digital	ADJ
futech-623	74	32	literacy	literacy	NOUN
futech-623	74	33	skills	skill	NOUN
futech-623	74	34	.	.	PUNCT
futech-623	75	1	the	the	DET
futech-623	75	2	difference	difference	NOUN
futech-623	75	3	between	between	ADP
futech-623	75	4	reported	report	VERB
futech-623	75	5	and	and	CCONJ
futech-623	75	6	actual	actual	ADJ
futech-623	75	7	capacity	capacity	NOUN
futech-623	75	8	was	be	AUX
futech-623	75	9	very	very	ADV
futech-623	75	10	high	high	ADJ
futech-623	75	11	in	in	ADP
futech-623	75	12	fields	field	NOUN
futech-623	75	13	involving	involve	VERB
futech-623	75	14	new	new	ADJ
futech-623	75	15	technologies	technology	NOUN
futech-623	75	16	,	,	PUNCT
futech-623	75	17	such	such	ADJ
futech-623	75	18	as	as	ADP
futech-623	75	19	ai	ai	NOUN
futech-623	75	20	and	and	CCONJ
futech-623	75	21	machine	machine	NOUN
futech-623	75	22	learning	learning	NOUN
futech-623	75	23	.	.	PUNCT
futech-623	76	1	second	second	ADJ
futech-623	76	2	,	,	PUNCT
futech-623	76	3	substantial	substantial	ADJ
futech-623	76	4	differences	difference	NOUN
futech-623	76	5	were	be	AUX
futech-623	76	6	found	find	VERB
futech-623	76	7	between	between	ADP
futech-623	76	8	demographic	demographic	ADJ
futech-623	76	9	subgroups	subgroup	NOUN
futech-623	76	10	:	:	PUNCT
futech-623	76	11	younger	young	ADJ
futech-623	76	12	professors	professor	NOUN
futech-623	76	13	(	(	PUNCT
futech-623	76	14	less	less	ADJ
futech-623	76	15	than	than	ADP
futech-623	76	16	40	40	NUM
futech-623	76	17	)	)	PUNCT
futech-623	76	18	scored	score	VERB
futech-623	76	19	2.1	2.1	NUM
futech-623	76	20	times	time	NOUN
futech-623	76	21	higher	high	ADJ
futech-623	76	22	in	in	ADP
futech-623	76	23	digital	digital	ADJ
futech-623	76	24	literacy	literacy	NOUN
futech-623	76	25	compared	compare	VERB
futech-623	76	26	to	to	ADP
futech-623	76	27	older	old	ADJ
futech-623	76	28	professors	professor	NOUN
futech-623	76	29	,	,	PUNCT
futech-623	76	30	and	and	CCONJ
futech-623	76	31	stem	stem	NOUN
futech-623	76	32	professors	professor	NOUN
futech-623	76	33	scored	score	VERB
futech-623	76	34	1.8	1.8	NUM
futech-623	76	35	times	time	NOUN
futech-623	76	36	higher	high	ADJ
futech-623	76	37	than	than	ADP
futech-623	76	38	humanities	humanity	NOUN
futech-623	76	39	professors	professor	NOUN
futech-623	76	40	.	.	PUNCT
futech-623	77	1	these	these	DET
futech-623	77	2	differences	difference	NOUN
futech-623	77	3	indicate	indicate	VERB
futech-623	77	4	that	that	SCONJ
futech-623	77	5	digital	digital	ADJ
futech-623	77	6	literacy	literacy	NOUN
futech-623	77	7	may	may	AUX
futech-623	77	8	become	become	VERB
futech-623	77	9	a	a	DET
futech-623	77	10	stratifying	stratify	VERB
futech-623	77	11	variable	variable	NOUN
futech-623	77	12	of	of	ADP
futech-623	77	13	primary	primary	ADJ
futech-623	77	14	importance	importance	NOUN
futech-623	77	15	for	for	ADP
futech-623	77	16	ai	ai	PROPN
futech-623	77	17	system	system	NOUN
futech-623	77	18	adoption	adoption	NOUN
futech-623	77	19	and	and	CCONJ
futech-623	77	20	performance	performance	NOUN
futech-623	77	21	.	.	PUNCT
futech-623	78	1	digital	digital	ADJ
futech-623	78	2	literacy	literacy	NOUN
futech-623	78	3	has	have	AUX
futech-623	78	4	also	also	ADV
futech-623	78	5	been	be	AUX
futech-623	78	6	reportedly	reportedly	ADV
futech-623	78	7	associated	associate	VERB
futech-623	78	8	with	with	ADP
futech-623	78	9	the	the	DET
futech-623	78	10	acceptance	acceptance	NOUN
futech-623	78	11	of	of	ADP
futech-623	78	12	technology	technology	NOUN
futech-623	78	13	.	.	PUNCT
futech-623	79	1	venkatesh	venkatesh	PROPN
futech-623	79	2	and	and	CCONJ
futech-623	79	3	bala	bala	PROPN
futech-623	79	4	's	's	PART
futech-623	79	5	[	[	X
futech-623	79	6	23	23	NUM
futech-623	79	7	]	]	PUNCT
futech-623	79	8	technology	technology	NOUN
futech-623	79	9	acceptance	acceptance	NOUN
futech-623	79	10	model	model	NOUN
futech-623	79	11	3	3	NUM
futech-623	79	12	(	(	PUNCT
futech-623	79	13	tam3	tam3	PROPN
futech-623	79	14	)	)	PUNCT
futech-623	79	15	cites	cite	VERB
futech-623	79	16	computer	computer	NOUN
futech-623	79	17	selfefficacy	selfefficacy	NOUN
futech-623	79	18	,	,	PUNCT
futech-623	79	19	by	by	ADP
futech-623	79	20	virtue	virtue	NOUN
futech-623	79	21	of	of	ADP
futech-623	79	22	its	its	PRON
futech-623	79	23	direct	direct	ADJ
futech-623	79	24	association	association	NOUN
futech-623	79	25	with	with	ADP
futech-623	79	26	digital	digital	ADJ
futech-623	79	27	literacy	literacy	NOUN
futech-623	79	28	,	,	PUNCT
futech-623	79	29	as	as	ADP
futech-623	79	30	one	one	NUM
futech-623	79	31	of	of	ADP
futech-623	79	32	the	the	DET
futech-623	79	33	major	major	ADJ
futech-623	79	34	drivers	driver	NOUN
futech-623	79	35	of	of	ADP
futech-623	79	36	perceived	perceive	VERB
futech-623	79	37	ease	ease	NOUN
futech-623	79	38	of	of	ADP
futech-623	79	39	use	use	NOUN
futech-623	79	40	,	,	PUNCT
futech-623	79	41	which	which	PRON
futech-623	79	42	in	in	ADP
futech-623	79	43	turn	turn	NOUN
futech-623	79	44	affects	affect	VERB
futech-623	79	45	adoption	adoption	NOUN
futech-623	79	46	and	and	CCONJ
futech-623	79	47	long	long	ADJ
futech-623	79	48	-	-	PUNCT
futech-623	79	49	term	term	NOUN
futech-623	79	50	use	use	NOUN
futech-623	79	51	of	of	ADP
futech-623	79	52	technology	technology	NOUN
futech-623	79	53	.	.	PUNCT
futech-623	80	1	in	in	ADP
futech-623	80	2	the	the	DET
futech-623	80	3	specific	specific	ADJ
futech-623	80	4	case	case	NOUN
futech-623	80	5	of	of	ADP
futech-623	80	6	ai	ai	PROPN
futech-623	80	7	systems	system	NOUN
futech-623	80	8	,	,	PUNCT
futech-623	80	9	increased	increase	VERB
futech-623	80	10	faculty	faculty	NOUN
futech-623	80	11	digital	digital	ADJ
futech-623	80	12	literacy	literacy	NOUN
futech-623	80	13	will	will	AUX
futech-623	80	14	most	most	ADV
futech-623	80	15	probably	probably	ADV
futech-623	80	16	result	result	VERB
futech-623	80	17	in	in	ADP
futech-623	80	18	:	:	PUNCT
futech-623	80	19	(	(	PUNCT
futech-623	80	20	1	1	X
futech-623	80	21	)	)	PUNCT
futech-623	80	22	better	well	ADJ
futech-623	80	23	estimation	estimation	NOUN
futech-623	80	24	of	of	ADP
futech-623	80	25	ai	ai	ADJ
futech-623	80	26	capabilities	capability	NOUN
futech-623	80	27	and	and	CCONJ
futech-623	80	28	boundaries	boundary	NOUN
futech-623	80	29	,	,	PUNCT
futech-623	80	30	(	(	PUNCT
futech-623	80	31	2	2	X
futech-623	80	32	)	)	PUNCT
futech-623	80	33	proper	proper	ADJ
futech-623	80	34	incorporation	incorporation	NOUN
futech-623	80	35	of	of	ADP
futech-623	80	36	ai	ai	ADJ
futech-623	80	37	tools	tool	NOUN
futech-623	80	38	within	within	ADP
futech-623	80	39	workflows	workflow	NOUN
futech-623	80	40	,	,	PUNCT
futech-623	80	41	(	(	PUNCT
futech-623	80	42	3	3	X
futech-623	80	43	)	)	PUNCT
futech-623	80	44	resolving	resolve	VERB
futech-623	80	45	technical	technical	ADJ
futech-623	80	46	problems	problem	NOUN
futech-623	80	47	independently	independently	ADV
futech-623	80	48	,	,	PUNCT
futech-623	80	49	and	and	CCONJ
futech-623	80	50	(	(	PUNCT
futech-623	80	51	4	4	X
futech-623	80	52	)	)	PUNCT
futech-623	80	53	investigation	investigation	NOUN
futech-623	80	54	of	of	ADP
futech-623	80	55	advanced	advanced	ADJ
futech-623	80	56	features	feature	NOUN
futech-623	80	57	to	to	PART
futech-623	80	58	increase	increase	VERB
futech-623	80	59	productivity	productivity	NOUN
futech-623	80	60	.	.	PUNCT
futech-623	81	1	less	less	ADV
futech-623	81	2	digitally	digitally	ADV
futech-623	81	3	literate	literate	ADJ
futech-623	81	4	faculty	faculty	NOUN
futech-623	81	5	,	,	PUNCT
futech-623	81	6	on	on	ADP
futech-623	81	7	the	the	DET
futech-623	81	8	other	other	ADJ
futech-623	81	9	hand	hand	NOUN
futech-623	81	10	,	,	PUNCT
futech-623	81	11	might	might	AUX
futech-623	81	12	suffer	suffer	VERB
futech-623	81	13	from	from	ADP
futech-623	81	14	"	"	PUNCT
futech-623	81	15	technostress	technostress	NOUN
futech-623	81	16	,	,	PUNCT
futech-623	81	17	"	"	PUNCT
futech-623	81	18	defined	define	VERB
futech-623	81	19	as	as	ADP
futech-623	81	20	feelings	feeling	NOUN
futech-623	81	21	of	of	ADP
futech-623	81	22	anxiety	anxiety	NOUN
futech-623	81	23	,	,	PUNCT
futech-623	81	24	frustration	frustration	NOUN
futech-623	81	25	,	,	PUNCT
futech-623	81	26	and	and	CCONJ
futech-623	81	27	avoidance	avoidance	NOUN
futech-623	81	28	when	when	SCONJ
futech-623	81	29	faced	face	VERB
futech-623	81	30	with	with	ADP
futech-623	81	31	ai	ai	PROPN
futech-623	81	32	systems	system	NOUN
futech-623	81	33	.	.	PUNCT
futech-623	82	1	new	new	ADJ
futech-623	82	2	models	model	NOUN
futech-623	82	3	have	have	AUX
futech-623	82	4	expanded	expand	VERB
futech-623	82	5	the	the	DET
futech-623	82	6	idea	idea	NOUN
futech-623	82	7	of	of	ADP
futech-623	82	8	digital	digital	ADJ
futech-623	82	9	competence	competence	NOUN
futech-623	82	10	in	in	ADP
futech-623	82	11	learning	learn	VERB
futech-623	82	12	[	[	PUNCT
futech-623	82	13	20	20	NUM
futech-623	82	14	]	]	PUNCT
futech-623	82	15	,	,	PUNCT
futech-623	82	16	not	not	PART
futech-623	82	17	just	just	ADV
futech-623	82	18	technical	technical	ADJ
futech-623	82	19	competencies	competency	NOUN
futech-623	82	20	but	but	CCONJ
futech-623	82	21	pedagogic	pedagogic	ADJ
futech-623	82	22	inclusion	inclusion	NOUN
futech-623	82	23	and	and	CCONJ
futech-623	82	24	ethics	ethic	NOUN
futech-623	82	25	as	as	ADV
futech-623	82	26	well	well	ADV
futech-623	82	27	.	.	PUNCT
futech-623	83	1	the	the	DET
futech-623	83	2	european	european	ADJ
futech-623	83	3	framework	framework	NOUN
futech-623	83	4	for	for	ADP
futech-623	83	5	digital	digital	ADJ
futech-623	83	6	competence	competence	NOUN
futech-623	83	7	of	of	ADP
futech-623	83	8	teachers	teacher	NOUN
futech-623	83	9	(	(	PUNCT
futech-623	83	10	digcompedu	digcompedu	PROPN
futech-623	83	11	)	)	PUNCT
futech-623	83	12	identifies	identify	VERB
futech-623	83	13	22	22	NUM
futech-623	83	14	competences	competence	NOUN
futech-623	83	15	distributed	distribute	VERB
futech-623	83	16	over	over	ADP
futech-623	83	17	six	six	NUM
futech-623	83	18	categories	category	NOUN
futech-623	83	19	:	:	PUNCT
futech-623	83	20	professional	professional	ADJ
futech-623	83	21	activity	activity	NOUN
futech-623	83	22	,	,	PUNCT
futech-623	83	23	digital	digital	ADJ
futech-623	83	24	resources	resource	NOUN
futech-623	83	25	,	,	PUNCT
futech-623	83	26	instruction	instruction	NOUN
futech-623	83	27	and	and	CCONJ
futech-623	83	28	learning	learning	NOUN
futech-623	83	29	,	,	PUNCT
futech-623	83	30	assessment	assessment	NOUN
futech-623	83	31	,	,	PUNCT
futech-623	83	32	empowering	empower	VERB
futech-623	83	33	learners	learner	NOUN
futech-623	83	34	,	,	PUNCT
futech-623	83	35	and	and	CCONJ
futech-623	83	36	enabling	enable	VERB
futech-623	83	37	learners	learner	NOUN
futech-623	83	38	'	'	PART
futech-623	83	39	digital	digital	ADJ
futech-623	83	40	competence	competence	NOUN
futech-623	83	41	.	.	PUNCT
futech-623	84	1	this	this	DET
futech-623	84	2	combined	combined	ADJ
futech-623	84	3	model	model	NOUN
futech-623	84	4	stresses	stress	VERB
futech-623	84	5	that	that	SCONJ
futech-623	84	6	the	the	DET
futech-623	84	7	successful	successful	ADJ
futech-623	84	8	application	application	NOUN
futech-623	84	9	of	of	ADP
futech-623	84	10	ai	ai	PROPN
futech-623	84	11	systems	system	NOUN
futech-623	84	12	in	in	ADP
futech-623	84	13	classrooms	classroom	NOUN
futech-623	84	14	depends	depend	VERB
futech-623	84	15	not	not	PART
futech-623	84	16	only	only	ADV
futech-623	84	17	on	on	ADP
futech-623	84	18	technical	technical	ADJ
futech-623	84	19	ability	ability	NOUN
futech-623	84	20	but	but	CCONJ
futech-623	84	21	also	also	ADV
futech-623	84	22	on	on	ADP
futech-623	84	23	the	the	DET
futech-623	84	24	ability	ability	NOUN
futech-623	84	25	to	to	PART
futech-623	84	26	situate	situate	VERB
futech-623	84	27	technology	technology	NOUN
futech-623	84	28	usefully	usefully	ADV
futech-623	84	29	into	into	ADP
futech-623	84	30	the	the	DET
futech-623	84	31	pedagogical	pedagogical	ADJ
futech-623	84	32	process	process	NOUN
futech-623	84	33	and	and	CCONJ
futech-623	84	34	research	research	NOUN
futech-623	84	35	methods	method	NOUN
futech-623	84	36	.	.	PUNCT
futech-623	85	1	teachers	teacher	NOUN
futech-623	85	2	with	with	ADP
futech-623	85	3	the	the	DET
futech-623	85	4	ability	ability	NOUN
futech-623	85	5	to	to	PART
futech-623	85	6	bring	bring	VERB
futech-623	85	7	these	these	DET
futech-623	85	8	skills	skill	NOUN
futech-623	85	9	together	together	ADV
futech-623	85	10	are	be	AUX
futech-623	85	11	more	more	ADV
futech-623	85	12	apt	apt	ADJ
futech-623	85	13	to	to	PART
futech-623	85	14	utilize	utilize	VERB
futech-623	85	15	ai	ai	VERB
futech-623	85	16	systems	system	NOUN
futech-623	85	17	as	as	ADP
futech-623	85	18	transformative	transformative	ADJ
futech-623	85	19	forces	force	NOUN
futech-623	85	20	than	than	ADP
futech-623	85	21	as	as	ADP
futech-623	85	22	productivity	productivity	NOUN
futech-623	85	23	enhancers	enhancer	NOUN
futech-623	85	24	.	.	PUNCT
futech-623	86	1	2.4	2.4	NUM
futech-623	86	2	theoretical	theoretical	ADJ
futech-623	86	3	framework	framework	NOUN
futech-623	86	4	and	and	CCONJ
futech-623	86	5	hypotheses	hypothesis	NOUN
futech-623	86	6	three	three	NUM
futech-623	86	7	allied	ally	VERB
futech-623	86	8	theoretical	theoretical	ADJ
futech-623	86	9	models	model	NOUN
futech-623	86	10	are	be	AUX
futech-623	86	11	employed	employ	VERB
futech-623	86	12	in	in	ADP
futech-623	86	13	the	the	DET
futech-623	86	14	current	current	ADJ
futech-623	86	15	study	study	NOUN
futech-623	86	16	to	to	PART
futech-623	86	17	describe	describe	VERB
futech-623	86	18	the	the	DET
futech-623	86	19	intricate	intricate	ADJ
futech-623	86	20	interplay	interplay	NOUN
futech-623	86	21	between	between	ADP
futech-623	86	22	work	work	NOUN
futech-623	86	23	engagement	engagement	NOUN
futech-623	86	24	,	,	PUNCT
futech-623	86	25	digital	digital	ADJ
futech-623	86	26	literacy	literacy	NOUN
futech-623	86	27	,	,	PUNCT
futech-623	86	28	and	and	CCONJ
futech-623	86	29	ai	ai	VERB
futech-623	86	30	support	support	NOUN
futech-623	86	31	.	.	PUNCT
futech-623	87	1	technology	technology	NOUN
futech-623	87	2	acceptance	acceptance	NOUN
futech-623	87	3	model	model	NOUN
futech-623	87	4	(	(	PUNCT
futech-623	87	5	tam	tam	PROPN
futech-623	87	6	)	)	PUNCT
futech-623	88	1	[	[	X
futech-623	88	2	14	14	NUM
futech-623	88	3	]	]	PUNCT
futech-623	88	4	describes	describe	VERB
futech-623	88	5	how	how	SCONJ
futech-623	88	6	perceived	perceive	VERB
futech-623	88	7	usefulness	usefulness	NOUN
futech-623	88	8	and	and	CCONJ
futech-623	88	9	ease	ease	NOUN
futech-623	88	10	of	of	ADP
futech-623	88	11	use	use	NOUN
futech-623	88	12	affect	affect	VERB
futech-623	88	13	technology	technology	NOUN
futech-623	88	14	adoption	adoption	NOUN
futech-623	88	15	.	.	PUNCT
futech-623	89	1	our	our	PRON
futech-623	89	2	ai	ai	ADJ
futech-623	89	3	support	support	NOUN
futech-623	89	4	scale	scale	NOUN
futech-623	89	5	implicitly	implicitly	ADV
futech-623	89	6	captures	capture	VERB
futech-623	89	7	these	these	DET
futech-623	89	8	dimensions	dimension	NOUN
futech-623	89	9	:	:	PUNCT
futech-623	89	10	items	item	NOUN
futech-623	89	11	like	like	ADP
futech-623	89	12	'	'	PUNCT
futech-623	89	13	ai	ai	VERB
futech-623	89	14	systems	system	NOUN
futech-623	89	15	help	help	VERB
futech-623	89	16	me	i	PRON
futech-623	89	17	complete	complete	ADJ
futech-623	89	18	tasks	task	NOUN
futech-623	89	19	efficiently	efficiently	ADV
futech-623	89	20	'	'	PUNCT
futech-623	89	21	reflect	reflect	VERB
futech-623	89	22	perceived	perceive	VERB
futech-623	89	23	usefulness	usefulness	NOUN
futech-623	89	24	,	,	PUNCT
futech-623	89	25	while	while	SCONJ
futech-623	89	26	'	'	PUNCT
futech-623	89	27	easy	easy	ADJ
futech-623	89	28	to	to	PART
futech-623	89	29	integrate	integrate	VERB
futech-623	89	30	'	'	PUNCT
futech-623	89	31	taps	tap	NOUN
futech-623	89	32	ease	ease	NOUN
futech-623	89	33	of	of	ADP
futech-623	89	34	use	use	NOUN
futech-623	89	35	.	.	PUNCT
futech-623	90	1	this	this	DET
futech-623	90	2	9	9	NUM
futech-623	90	3	-	-	PUNCT
futech-623	90	4	item	item	NOUN
futech-623	90	5	scale	scale	NOUN
futech-623	90	6	serves	serve	VERB
futech-623	90	7	as	as	ADP
futech-623	90	8	a	a	DET
futech-623	90	9	proxy	proxy	NOUN
futech-623	90	10	for	for	ADP
futech-623	90	11	tam	tam	NOUN
futech-623	90	12	constructs	construct	NOUN
futech-623	90	13	,	,	PUNCT
futech-623	90	14	aligning	align	VERB
futech-623	90	15	with	with	ADP
futech-623	90	16	tam3	tam3	NOUN
futech-623	90	17	research	research	NOUN
futech-623	90	18	suggesting	suggest	VERB
futech-623	90	19	these	these	PRON
futech-623	90	20	can	can	AUX
futech-623	90	21	combine	combine	VERB
futech-623	90	22	into	into	ADP
futech-623	90	23	'	'	PUNCT
futech-623	90	24	perceived	perceive	VERB
futech-623	90	25	system	system	NOUN
futech-623	90	26	quality	quality	NOUN
futech-623	90	27	'	'	PUNCT
futech-623	90	28	for	for	ADP
futech-623	90	29	established	established	ADJ
futech-623	90	30	systems	system	NOUN
futech-623	90	31	.	.	PUNCT
futech-623	91	1	self	self	NOUN
futech-623	91	2	-	-	PUNCT
futech-623	91	3	efficacy	efficacy	NOUN
futech-623	91	4	theory	theory	NOUN
futech-623	91	5	[	[	X
futech-623	91	6	15	15	NUM
futech-623	91	7	]	]	PUNCT
futech-623	91	8	argued	argue	VERB
futech-623	91	9	that	that	SCONJ
futech-623	91	10	people	people	NOUN
futech-623	91	11	's	's	PART
futech-623	91	12	beliefs	belief	NOUN
futech-623	91	13	about	about	ADP
futech-623	91	14	themselves	themselves	PRON
futech-623	91	15	affect	affect	VERB
futech-623	91	16	their	their	PRON
futech-623	91	17	motivation	motivation	NOUN
futech-623	91	18	and	and	CCONJ
futech-623	91	19	actions	action	NOUN
futech-623	91	20	when	when	SCONJ
futech-623	91	21	interacting	interact	VERB
futech-623	91	22	with	with	ADP
futech-623	91	23	technology	technology	NOUN
futech-623	91	24	.	.	PUNCT
futech-623	92	1	staff	staff	NOUN
futech-623	92	2	with	with	ADP
futech-623	92	3	greater	great	ADJ
futech-623	92	4	digital	digital	ADJ
futech-623	92	5	self	self	NOUN
futech-623	92	6	-	-	PUNCT
futech-623	92	7	efficacy	efficacy	NOUN
futech-623	92	8	tend	tend	VERB
futech-623	92	9	to	to	PART
futech-623	92	10	use	use	VERB
futech-623	92	11	ai	ai	ADJ
futech-623	92	12	systems	system	NOUN
futech-623	92	13	with	with	ADP
futech-623	92	14	confidence	confidence	NOUN
futech-623	92	15	,	,	PUNCT
futech-623	92	16	venture	venture	NOUN
futech-623	92	17	to	to	PART
futech-623	92	18	discover	discover	VERB
futech-623	92	19	their	their	PRON
futech-623	92	20	potential	potential	NOUN
futech-623	92	21	,	,	PUNCT
futech-623	92	22	and	and	CCONJ
futech-623	92	23	be	be	AUX
futech-623	92	24	persistent	persistent	ADJ
futech-623	92	25	with	with	ADP
futech-623	92	26	them	they	PRON
futech-623	92	27	despite	despite	SCONJ
futech-623	92	28	difficulties	difficulty	NOUN
futech-623	92	29	.	.	PUNCT
futech-623	93	1	this	this	DET
futech-623	93	2	theoretical	theoretical	ADJ
futech-623	93	3	assumption	assumption	NOUN
futech-623	93	4	points	point	NOUN
futech-623	93	5	to	to	ADP
futech-623	93	6	digital	digital	ADJ
futech-623	93	7	literacy	literacy	NOUN
futech-623	93	8	as	as	ADP
futech-623	93	9	not	not	PART
futech-623	93	10	just	just	ADV
futech-623	93	11	a	a	DET
futech-623	93	12	set	set	NOUN
futech-623	93	13	of	of	ADP
futech-623	93	14	skills	skill	NOUN
futech-623	93	15	but	but	CCONJ
futech-623	93	16	also	also	ADV
futech-623	93	17	a	a	DET
futech-623	93	18	confidence	confidence	NOUN
futech-623	93	19	builder	builder	NOUN
futech-623	93	20	that	that	PRON
futech-623	93	21	shapes	shape	VERB
futech-623	93	22	technology	technology	NOUN
futech-623	93	23	use	use	NOUN
futech-623	93	24	.	.	PUNCT
futech-623	94	1	drawing	draw	VERB
futech-623	94	2	on	on	ADP
futech-623	94	3	job	job	NOUN
futech-623	94	4	demandsresources	demandsresource	NOUN
futech-623	94	5	(	(	PUNCT
futech-623	94	6	jd	jd	NOUN
futech-623	94	7	-	-	PUNCT
futech-623	94	8	r	r	NOUN
futech-623	94	9	)	)	PUNCT
futech-623	94	10	theory	theory	NOUN
futech-623	94	11	[	[	X
futech-623	94	12	9	9	NUM
futech-623	94	13	]	]	PUNCT
futech-623	94	14	,	,	PUNCT
futech-623	94	15	they	they	PRON
futech-623	94	16	offer	offer	VERB
futech-623	94	17	an	an	DET
futech-623	94	18	integrated	integrate	VERB
futech-623	94	19	model	model	NOUN
futech-623	94	20	to	to	PART
futech-623	94	21	account	account	VERB
futech-623	94	22	for	for	ADP
futech-623	94	23	work	work	NOUN
futech-623	94	24	engagement	engagement	NOUN
futech-623	94	25	's	's	PART
futech-623	94	26	relationship	relationship	NOUN
futech-623	94	27	with	with	ADP
futech-623	94	28	ai	ai	PROPN
futech-623	94	29	systems	system	NOUN
futech-623	94	30	and	and	CCONJ
futech-623	94	31	the	the	DET
futech-623	94	32	potential	potential	ADJ
futech-623	94	33	mediating	mediate	VERB
futech-623	94	34	role	role	NOUN
futech-623	94	35	of	of	ADP
futech-623	94	36	digital	digital	ADJ
futech-623	94	37	literacy	literacy	NOUN
futech-623	94	38	as	as	ADP
futech-623	94	39	a	a	DET
futech-623	94	40	moderator	moderator	NOUN
futech-623	94	41	.	.	PUNCT
futech-623	95	1	jd	jd	PROPN
futech-623	95	2	-	-	PUNCT
futech-623	95	3	r	r	NOUN
futech-623	95	4	theory	theory	NOUN
futech-623	95	5	posits	posit	NOUN
futech-623	95	6	that	that	SCONJ
futech-623	95	7	organisational	organisational	ADJ
futech-623	95	8	support	support	NOUN
futech-623	95	9	,	,	PUNCT
futech-623	95	10	autonomy	autonomy	NOUN
futech-623	95	11	,	,	PUNCT
futech-623	95	12	and	and	CCONJ
futech-623	95	13	technological	technological	ADJ
futech-623	95	14	resources	resource	NOUN
futech-623	95	15	can	can	AUX
futech-623	95	16	buffer	buffer	VERB
futech-623	95	17	the	the	DET
futech-623	95	18	effects	effect	NOUN
futech-623	95	19	of	of	ADP
futech-623	95	20	job	job	NOUN
futech-623	95	21	demands	demand	NOUN
futech-623	95	22	and	and	CCONJ
futech-623	95	23	improve	improve	VERB
futech-623	95	24	work	work	NOUN
futech-623	95	25	engagement	engagement	NOUN
futech-623	95	26	.	.	PUNCT
futech-623	96	1	integrating	integrate	VERB
futech-623	96	2	these	these	DET
futech-623	96	3	theories	theory	NOUN
futech-623	96	4	leads	lead	VERB
futech-623	96	5	us	we	PRON
futech-623	96	6	to	to	ADP
futech-623	96	7	the	the	DET
futech-623	96	8	conclusion	conclusion	NOUN
futech-623	96	9	that	that	SCONJ
futech-623	96	10	the	the	DET
futech-623	96	11	impacts	impact	NOUN
futech-623	96	12	of	of	ADP
futech-623	96	13	ai	ai	ADJ
futech-623	96	14	systems	system	NOUN
futech-623	96	15	on	on	ADP
futech-623	96	16	participation	participation	NOUN
futech-623	96	17	are	be	AUX
futech-623	96	18	influenced	influence	VERB
futech-623	96	19	not	not	PART
futech-623	96	20	only	only	ADV
futech-623	96	21	by	by	ADP
futech-623	96	22	objective	objective	ADJ
futech-623	96	23	factors	factor	NOUN
futech-623	96	24	(	(	PUNCT
futech-623	96	25	resources	resource	NOUN
futech-623	96	26	provided	provide	VERB
futech-623	96	27	)	)	PUNCT
futech-623	96	28	but	but	CCONJ
futech-623	96	29	also	also	ADV
futech-623	96	30	by	by	ADP
futech-623	96	31	subjective	subjective	ADJ
futech-623	96	32	ones	one	NOUN
futech-623	96	33	(	(	PUNCT
futech-623	96	34	perceived	perceive	VERB
futech-623	96	35	usefulness	usefulness	NOUN
futech-623	96	36	,	,	PUNCT
futech-623	96	37	self	self	NOUN
futech-623	96	38	-	-	PUNCT
futech-623	96	39	confidence	confidence	NOUN
futech-623	96	40	)	)	PUNCT
futech-623	96	41	,	,	PUNCT
futech-623	96	42	of	of	ADP
futech-623	96	43	which	which	PRON
futech-623	96	44	digital	digital	ADJ
futech-623	96	45	literacy	literacy	NOUN
futech-623	96	46	is	be	AUX
futech-623	96	47	a	a	DET
futech-623	96	48	major	major	ADJ
futech-623	96	49	variable	variable	ADJ
futech-623	96	50	shaping	shaping	NOUN
futech-623	96	51	perceptions	perception	NOUN
futech-623	96	52	and	and	CCONJ
futech-623	96	53	experiences	experience	NOUN
futech-623	96	54	.	.	PUNCT
futech-623	97	1	figure	figure	VERB
futech-623	97	2	1	1	NUM
futech-623	97	3	depicts	depict	VERB
futech-623	97	4	the	the	DET
futech-623	97	5	conceptual	conceptual	ADJ
futech-623	97	6	model	model	NOUN
futech-623	97	7	guiding	guide	VERB
futech-623	97	8	this	this	DET
futech-623	97	9	study	study	NOUN
futech-623	97	10	,	,	PUNCT
futech-623	97	11	illustrating	illustrate	VERB
futech-623	97	12	the	the	DET
futech-623	97	13	hypothesized	hypothesized	ADJ
futech-623	97	14	relationships	relationship	NOUN
futech-623	97	15	between	between	ADP
futech-623	97	16	ai	ai	ADV
futech-623	97	17	-	-	PUNCT
futech-623	97	18	driven	drive	VERB
futech-623	97	19	organizational	organizational	ADJ
futech-623	97	20	support	support	NOUN
futech-623	97	21	,	,	PUNCT
futech-623	97	22	digital	digital	ADJ
futech-623	97	23	literacy	literacy	NOUN
futech-623	97	24	,	,	PUNCT
futech-623	97	25	and	and	CCONJ
futech-623	97	26	work	work	NOUN
futech-623	97	27	engagement	engagement	NOUN
futech-623	97	28	.	.	PUNCT
futech-623	98	1	figure	figure	NOUN
futech-623	98	2	1	1	NUM
futech-623	98	3	.	.	PUNCT
futech-623	98	4	conceptual	conceptual	ADJ
futech-623	98	5	model	model	NOUN
futech-623	98	6	of	of	ADP
futech-623	98	7	the	the	DET
futech-623	98	8	study	study	NOUN
futech-623	98	9	grounded	ground	VERB
futech-623	98	10	in	in	ADP
futech-623	98	11	the	the	DET
futech-623	98	12	theoretical	theoretical	ADJ
futech-623	98	13	review	review	NOUN
futech-623	98	14	and	and	CCONJ
futech-623	98	15	synthesis	synthesis	NOUN
futech-623	98	16	of	of	ADP
futech-623	98	17	these	these	DET
futech-623	98	18	models	model	NOUN
futech-623	98	19	,	,	PUNCT
futech-623	98	20	we	we	PRON
futech-623	98	21	advance	advance	VERB
futech-623	98	22	the	the	DET
futech-623	98	23	following	following	ADJ
futech-623	98	24	hypotheses	hypothesis	NOUN
futech-623	98	25	:	:	PUNCT
futech-623	98	26	the	the	DET
futech-623	98	27	conceptual	conceptual	ADJ
futech-623	98	28	model	model	NOUN
futech-623	98	29	integrates	integrate	VERB
futech-623	98	30	three	three	NUM
futech-623	98	31	theoretical	theoretical	ADJ
futech-623	98	32	perspectives	perspective	NOUN
futech-623	98	33	.	.	PUNCT
futech-623	99	1	tam	tam	PROPN
futech-623	99	2	explains	explain	VERB
futech-623	99	3	how	how	SCONJ
futech-623	99	4	perceived	perceive	VERB
futech-623	99	5	usefulness	usefulness	NOUN
futech-623	99	6	and	and	CCONJ
futech-623	99	7	ease	ease	NOUN
futech-623	99	8	of	of	ADP
futech-623	99	9	use	use	NOUN
futech-623	99	10	influence	influence	NOUN
futech-623	99	11	initial	initial	ADJ
futech-623	99	12	adoption	adoption	NOUN
futech-623	99	13	of	of	ADP
futech-623	99	14	ai	ai	PROPN
futech-623	99	15	systems	system	NOUN
futech-623	99	16	.	.	PUNCT
futech-623	100	1	selfefficacy	selfefficacy	NOUN
futech-623	100	2	theory	theory	NOUN
futech-623	100	3	,	,	PUNCT
futech-623	100	4	operationalized	operationalize	VERB
futech-623	100	5	through	through	ADP
futech-623	100	6	digital	digital	ADJ
futech-623	100	7	literacy	literacy	NOUN
futech-623	100	8	,	,	PUNCT
futech-623	100	9	shapes	shape	VERB
futech-623	100	10	individuals	individual	NOUN
futech-623	100	11	'	'	PART
futech-623	100	12	confidence	confidence	NOUN
futech-623	100	13	in	in	ADP
futech-623	100	14	utilizing	utilize	VERB
futech-623	100	15	ai	ai	VERB
futech-623	100	16	tools	tool	NOUN
futech-623	100	17	.	.	PUNCT
futech-623	101	1	jd	jd	PROPN
futech-623	101	2	-	-	PUNCT
futech-623	101	3	r	r	NOUN
futech-623	101	4	theory	theory	NOUN
futech-623	101	5	positions	position	NOUN
futech-623	101	6	ai	ai	VERB
futech-623	101	7	support	support	NOUN
futech-623	101	8	as	as	ADP
futech-623	101	9	a	a	DET
futech-623	101	10	job	job	NOUN
futech-623	101	11	resource	resource	NOUN
futech-623	101	12	that	that	PRON
futech-623	101	13	directly	directly	ADV
futech-623	101	14	enhances	enhance	VERB
futech-623	101	15	engagement	engagement	NOUN
futech-623	101	16	,	,	PUNCT
futech-623	101	17	while	while	SCONJ
futech-623	101	18	digital	digital	ADJ
futech-623	101	19	literacy	literacy	NOUN
futech-623	101	20	serves	serve	VERB
futech-623	101	21	as	as	ADP
futech-623	101	22	a	a	DET
futech-623	101	23	personal	personal	ADJ
futech-623	101	24	resource	resource	NOUN
futech-623	101	25	that	that	PRON
futech-623	101	26	moderates	moderate	NOUN
futech-623	101	27	(	(	PUNCT
futech-623	101	28	strengthening	strengthen	VERB
futech-623	101	29	or	or	CCONJ
futech-623	101	30	weakening	weaken	VERB
futech-623	101	31	)	)	PUNCT
futech-623	101	32	this	this	DET
futech-623	101	33	relationship	relationship	NOUN
futech-623	101	34	.	.	PUNCT
futech-623	102	1	specifically	specifically	ADV
futech-623	102	2	,	,	PUNCT
futech-623	102	3	digital	digital	ADJ
futech-623	102	4	literacy	literacy	NOUN
futech-623	102	5	may	may	AUX
futech-623	102	6	function	function	VERB
futech-623	102	7	as	as	ADP
futech-623	102	8	a	a	DET
futech-623	102	9	moderator	moderator	NOUN
futech-623	102	10	rather	rather	ADV
futech-623	102	11	than	than	ADP
futech-623	102	12	a	a	DET
futech-623	102	13	mediator	mediator	NOUN
futech-623	102	14	because	because	SCONJ
futech-623	102	15	it	it	PRON
futech-623	102	16	influences	influence	VERB
futech-623	102	17	the	the	DET
futech-623	102	18	strength	strength	NOUN
futech-623	102	19	of	of	ADP
futech-623	102	20	the	the	DET
futech-623	102	21	ai	ai	ADJ
futech-623	102	22	support	support	NOUN
futech-623	102	23	-	-	PUNCT
futech-623	102	24	engagement	engagement	NOUN
futech-623	102	25	relationship	relationship	NOUN
futech-623	102	26	rather	rather	ADV
futech-623	102	27	than	than	ADP
futech-623	102	28	serving	serve	VERB
futech-623	102	29	as	as	ADP
futech-623	102	30	an	an	DET
futech-623	102	31	intermediate	intermediate	ADJ
futech-623	102	32	step	step	NOUN
futech-623	102	33	in	in	ADP
futech-623	102	34	a	a	DET
futech-623	102	35	causal	causal	ADJ
futech-623	102	36	chain	chain	NOUN
futech-623	102	37	.	.	PUNCT
futech-623	103	1	hypothesis	hypothesis	NOUN
futech-623	103	2	1	1	NUM
futech-623	103	3	(	(	PUNCT
futech-623	103	4	h1	h1	PROPN
futech-623	103	5	):	):	PUNCT
futech-623	103	6	ai	ai	NOUN
futech-623	103	7	-	-	PUNCT
futech-623	103	8	based	base	VERB
futech-623	103	9	organizational	organizational	ADJ
futech-623	103	10	support	support	NOUN
futech-623	103	11	is	be	AUX
futech-623	103	12	positively	positively	ADV
futech-623	103	13	associated	associate	VERB
futech-623	103	14	with	with	ADP
futech-623	103	15	overall	overall	ADJ
futech-623	103	16	work	work	NOUN
futech-623	103	17	engagement	engagement	NOUN
futech-623	103	18	.	.	PUNCT
futech-623	104	1	specifically	specifically	ADV
futech-623	104	2	:	:	PUNCT
futech-623	104	3	h1a	h1a	NOUN
futech-623	104	4	:	:	PUNCT
futech-623	104	5	ai	ai	VERB
futech-623	104	6	-	-	PUNCT
futech-623	104	7	based	base	VERB
futech-623	104	8	organizational	organizational	ADJ
futech-623	104	9	support	support	NOUN
futech-623	104	10	is	be	AUX
futech-623	104	11	z.	z.	PROPN
futech-623	104	12	qian	qian	PROPN
futech-623	104	13	et	et	PROPN
futech-623	104	14	al	al	PROPN
futech-623	104	15	.	.	PROPN
futech-623	104	16	/future	/future	PUNCT
futech-623	104	17	technology	technology	PROPN
futech-623	104	18	february	february	PROPN
futech-623	104	19	2026|	2026|	NUM
futech-623	104	20	volume	volume	NOUN
futech-623	104	21	05	05	NUM
futech-623	105	1	|	|	ADV
futech-623	105	2	issue	issue	NOUN
futech-623	105	3	01	01	NUM
futech-623	106	1	|	|	ADV
futech-623	106	2	pages	page	VERB
futech-623	106	3	222	222	NUM
futech-623	106	4	-	-	SYM
futech-623	106	5	233	233	NUM
futech-623	106	6	225	225	NUM
futech-623	106	7	positively	positively	ADV
futech-623	106	8	associated	associate	VERB
futech-623	106	9	with	with	ADP
futech-623	106	10	vigor	vigor	NOUN
futech-623	106	11	(	(	PUNCT
futech-623	106	12	the	the	DET
futech-623	106	13	energy	energy	NOUN
futech-623	106	14	component	component	NOUN
futech-623	106	15	of	of	ADP
futech-623	106	16	engagement	engagement	NOUN
futech-623	106	17	)	)	PUNCT
futech-623	106	18	.	.	PUNCT
futech-623	107	1	h1b	h1b	PROPN
futech-623	107	2	:	:	PUNCT
futech-623	107	3	ai	ai	AUX
futech-623	107	4	-	-	PUNCT
futech-623	107	5	based	base	VERB
futech-623	107	6	organizational	organizational	ADJ
futech-623	107	7	support	support	NOUN
futech-623	107	8	is	be	AUX
futech-623	107	9	positively	positively	ADV
futech-623	107	10	associated	associate	VERB
futech-623	107	11	with	with	ADP
futech-623	107	12	dedication	dedication	NOUN
futech-623	107	13	(	(	PUNCT
futech-623	107	14	the	the	DET
futech-623	107	15	involvement	involvement	NOUN
futech-623	107	16	component	component	NOUN
futech-623	107	17	of	of	ADP
futech-623	107	18	engagement	engagement	NOUN
futech-623	107	19	)	)	PUNCT
futech-623	107	20	.	.	PUNCT
futech-623	108	1	h1c	h1c	ADJ
futech-623	108	2	:	:	PUNCT
futech-623	108	3	ai	ai	VERB
futech-623	108	4	-	-	PUNCT
futech-623	108	5	based	base	VERB
futech-623	108	6	organizational	organizational	ADJ
futech-623	108	7	support	support	NOUN
futech-623	108	8	is	be	AUX
futech-623	108	9	positively	positively	ADV
futech-623	108	10	associated	associate	VERB
futech-623	108	11	with	with	ADP
futech-623	108	12	absorption	absorption	NOUN
futech-623	108	13	(	(	PUNCT
futech-623	108	14	the	the	DET
futech-623	108	15	immersion	immersion	NOUN
futech-623	108	16	component	component	NOUN
futech-623	108	17	of	of	ADP
futech-623	108	18	engagement	engagement	NOUN
futech-623	108	19	)	)	PUNCT
futech-623	108	20	.	.	PUNCT
futech-623	109	1	note	note	NOUN
futech-623	109	2	:	:	PUNCT
futech-623	110	1	vigor	vigor	ADJ
futech-623	110	2	,	,	PUNCT
futech-623	110	3	dedication	dedication	NOUN
futech-623	110	4	,	,	PUNCT
futech-623	110	5	and	and	CCONJ
futech-623	110	6	absorption	absorption	NOUN
futech-623	110	7	are	be	AUX
futech-623	110	8	treated	treat	VERB
futech-623	110	9	as	as	ADP
futech-623	110	10	components	component	NOUN
futech-623	110	11	(	(	PUNCT
futech-623	110	12	subdimensions	subdimension	NOUN
futech-623	110	13	)	)	PUNCT
futech-623	110	14	of	of	ADP
futech-623	110	15	the	the	DET
futech-623	110	16	higher	high	ADJ
futech-623	110	17	-	-	PUNCT
futech-623	110	18	order	order	NOUN
futech-623	110	19	work	work	NOUN
futech-623	110	20	engagement	engagement	NOUN
futech-623	110	21	construct	construct	NOUN
futech-623	110	22	,	,	PUNCT
futech-623	110	23	not	not	PART
futech-623	110	24	as	as	ADP
futech-623	110	25	separate	separate	ADJ
futech-623	110	26	dependent	dependent	ADJ
futech-623	110	27	variables	variable	NOUN
futech-623	110	28	.	.	PUNCT
futech-623	111	1	this	this	DET
futech-623	111	2	hypothesis	hypothesis	NOUN
futech-623	111	3	is	be	AUX
futech-623	111	4	based	base	VERB
futech-623	111	5	on	on	ADP
futech-623	111	6	the	the	DET
futech-623	111	7	jd	jd	PROPN
futech-623	111	8	-	-	PUNCT
futech-623	111	9	r	r	NOUN
futech-623	111	10	theory	theory	NOUN
futech-623	111	11	's	's	PART
futech-623	111	12	contention	contention	NOUN
futech-623	111	13	that	that	SCONJ
futech-623	111	14	job	job	NOUN
futech-623	111	15	resources	resource	NOUN
futech-623	111	16	increase	increase	VERB
futech-623	111	17	work	work	NOUN
futech-623	111	18	engagement	engagement	NOUN
futech-623	111	19	.	.	PUNCT
futech-623	112	1	positive	positive	ADJ
futech-623	112	2	associations	association	NOUN
futech-623	112	3	operate	operate	VERB
futech-623	112	4	through	through	ADP
futech-623	112	5	distinct	distinct	ADJ
futech-623	112	6	mechanisms	mechanism	NOUN
futech-623	112	7	.	.	PUNCT
futech-623	113	1	for	for	ADP
futech-623	113	2	vigor	vigor	NOUN
futech-623	113	3	(	(	PUNCT
futech-623	113	4	h1a	h1a	NOUN
futech-623	113	5	)	)	PUNCT
futech-623	113	6	,	,	PUNCT
futech-623	113	7	ai	ai	ADJ
futech-623	113	8	-	-	PUNCT
futech-623	113	9	automated	automate	VERB
futech-623	113	10	grading	grading	NOUN
futech-623	113	11	reduces	reduce	VERB
futech-623	113	12	fatigue	fatigue	NOUN
futech-623	113	13	from	from	ADP
futech-623	113	14	repetitive	repetitive	ADJ
futech-623	113	15	tasks	task	NOUN
futech-623	113	16	,	,	PUNCT
futech-623	113	17	preserving	preserve	VERB
futech-623	113	18	energy	energy	NOUN
futech-623	113	19	for	for	ADP
futech-623	113	20	creative	creative	ADJ
futech-623	113	21	teaching	teaching	NOUN
futech-623	113	22	.	.	PUNCT
futech-623	114	1	for	for	ADP
futech-623	114	2	dedication	dedication	NOUN
futech-623	114	3	(	(	PUNCT
futech-623	114	4	h1b	h1b	PROPN
futech-623	114	5	)	)	PUNCT
futech-623	114	6	,	,	PUNCT
futech-623	114	7	ai	ai	VERB
futech-623	114	8	research	research	NOUN
futech-623	114	9	synthesis	synthesis	NOUN
futech-623	114	10	tools	tool	NOUN
futech-623	114	11	facilitate	facilitate	VERB
futech-623	114	12	deeper	deep	ADJ
futech-623	114	13	intellectual	intellectual	ADJ
futech-623	114	14	engagement	engagement	NOUN
futech-623	114	15	by	by	ADP
futech-623	114	16	reducing	reduce	VERB
futech-623	114	17	mechanical	mechanical	ADJ
futech-623	114	18	search	search	NOUN
futech-623	114	19	burdens	burden	NOUN
futech-623	114	20	,	,	PUNCT
futech-623	114	21	allowing	allow	VERB
futech-623	114	22	focus	focus	NOUN
futech-623	114	23	on	on	ADP
futech-623	114	24	conceptual	conceptual	ADJ
futech-623	114	25	connections	connection	NOUN
futech-623	114	26	.	.	PUNCT
futech-623	115	1	for	for	ADP
futech-623	115	2	absorption	absorption	NOUN
futech-623	115	3	(	(	PUNCT
futech-623	115	4	h1c	h1c	PROPN
futech-623	115	5	)	)	PUNCT
futech-623	115	6	,	,	PUNCT
futech-623	115	7	ai	ai	VERB
futech-623	115	8	-	-	PUNCT
futech-623	115	9	assisted	assist	VERB
futech-623	115	10	administrative	administrative	ADJ
futech-623	115	11	tasks	task	NOUN
futech-623	115	12	minimize	minimize	VERB
futech-623	115	13	paperwork	paperwork	NOUN
futech-623	115	14	interruptions	interruption	NOUN
futech-623	115	15	,	,	PUNCT
futech-623	115	16	enabling	enable	VERB
futech-623	115	17	concentration	concentration	NOUN
futech-623	115	18	on	on	ADP
futech-623	115	19	core	core	ADJ
futech-623	115	20	academic	academic	ADJ
futech-623	115	21	work	work	NOUN
futech-623	115	22	.	.	PUNCT
futech-623	116	1	each	each	DET
futech-623	116	2	domain	domain	NOUN
futech-623	116	3	(	(	PUNCT
futech-623	116	4	teaching	teaching	NOUN
futech-623	116	5	,	,	PUNCT
futech-623	116	6	research	research	NOUN
futech-623	116	7	,	,	PUNCT
futech-623	116	8	administration	administration	NOUN
futech-623	116	9	)	)	PUNCT
futech-623	116	10	links	link	NOUN
futech-623	116	11	to	to	ADP
futech-623	116	12	cognitive	cognitive	ADJ
futech-623	116	13	load	load	NOUN
futech-623	116	14	reduction	reduction	NOUN
futech-623	116	15	and	and	CCONJ
futech-623	116	16	efficiency	efficiency	NOUN
futech-623	116	17	gains	gain	NOUN
futech-623	116	18	targeting	target	VERB
futech-623	116	19	these	these	DET
futech-623	116	20	engagement	engagement	NOUN
futech-623	116	21	facets	facet	NOUN
futech-623	116	22	.	.	PUNCT
futech-623	117	1	hypothesis	hypothesis	NOUN
futech-623	117	2	2	2	NUM
futech-623	117	3	(	(	PUNCT
futech-623	117	4	h2	h2	NOUN
futech-623	117	5	):	):	PUNCT
futech-623	117	6	digital	digital	ADJ
futech-623	117	7	literacy	literacy	NOUN
futech-623	117	8	positively	positively	ADV
futech-623	117	9	moderates	moderate	VERB
futech-623	117	10	the	the	DET
futech-623	117	11	relationship	relationship	NOUN
futech-623	117	12	between	between	ADP
futech-623	117	13	ai	ai	ADV
futech-623	117	14	-	-	PUNCT
futech-623	117	15	based	base	VERB
futech-623	117	16	organizational	organizational	ADJ
futech-623	117	17	support	support	NOUN
futech-623	117	18	and	and	CCONJ
futech-623	117	19	work	work	NOUN
futech-623	117	20	engagement	engagement	NOUN
futech-623	117	21	,	,	PUNCT
futech-623	117	22	such	such	ADJ
futech-623	117	23	that	that	SCONJ
futech-623	117	24	the	the	DET
futech-623	117	25	positive	positive	ADJ
futech-623	117	26	association	association	NOUN
futech-623	117	27	is	be	AUX
futech-623	117	28	stronger	strong	ADJ
futech-623	117	29	for	for	ADP
futech-623	117	30	faculty	faculty	NOUN
futech-623	117	31	with	with	ADP
futech-623	117	32	higher	high	ADJ
futech-623	117	33	digital	digital	ADJ
futech-623	117	34	literacy	literacy	NOUN
futech-623	117	35	.	.	PUNCT
futech-623	118	1	specifically	specifically	ADV
futech-623	118	2	:	:	PUNCT
futech-623	118	3	h2a	h2a	NOUN
futech-623	118	4	:	:	PUNCT
futech-623	118	5	the	the	DET
futech-623	118	6	moderating	moderate	VERB
futech-623	118	7	effect	effect	NOUN
futech-623	118	8	is	be	AUX
futech-623	118	9	significant	significant	ADJ
futech-623	118	10	for	for	ADP
futech-623	118	11	vigor	vigor	NOUN
futech-623	118	12	.	.	PUNCT
futech-623	119	1	h2b	h2b	PROPN
futech-623	119	2	:	:	PUNCT
futech-623	119	3	the	the	DET
futech-623	119	4	moderating	moderate	VERB
futech-623	119	5	effect	effect	NOUN
futech-623	119	6	is	be	AUX
futech-623	119	7	significant	significant	ADJ
futech-623	119	8	for	for	ADP
futech-623	119	9	dedication	dedication	NOUN
futech-623	119	10	h2c	h2c	PROPN
futech-623	119	11	:	:	PUNCT
futech-623	119	12	the	the	DET
futech-623	119	13	moderating	moderate	VERB
futech-623	119	14	effect	effect	NOUN
futech-623	119	15	is	be	AUX
futech-623	119	16	significant	significant	ADJ
futech-623	119	17	for	for	ADP
futech-623	119	18	absorption	absorption	NOUN
futech-623	119	19	.	.	PUNCT
futech-623	120	1	based	base	VERB
futech-623	120	2	on	on	ADP
futech-623	120	3	tam	tam	NOUN
futech-623	120	4	and	and	CCONJ
futech-623	120	5	self	self	NOUN
futech-623	120	6	-	-	PUNCT
futech-623	120	7	efficacy	efficacy	NOUN
futech-623	120	8	theory	theory	NOUN
futech-623	120	9	,	,	PUNCT
futech-623	120	10	we	we	PRON
futech-623	120	11	pre	pre	VERB
futech-623	120	12	-	-	ADJ
futech-623	120	13	register	register	ADJ
futech-623	120	14	expected	expect	VERB
futech-623	120	15	simple	simple	ADJ
futech-623	120	16	slopes	slope	NOUN
futech-623	120	17	:	:	PUNCT
futech-623	120	18	at	at	ADP
futech-623	120	19	+1	+1	PROPN
futech-623	120	20	sd	sd	ADP
futech-623	120	21	digital	digital	ADJ
futech-623	120	22	literacy	literacy	NOUN
futech-623	120	23	,	,	PUNCT
futech-623	120	24	steep	steep	ADJ
futech-623	120	25	positive	positive	ADJ
futech-623	120	26	slope	slope	NOUN
futech-623	120	27	(	(	PUNCT
futech-623	120	28	β	β	X
futech-623	120	29	>	>	X
futech-623	120	30	.40	.40	NUM
futech-623	120	31	)	)	PUNCT
futech-623	120	32	indicating	indicate	VERB
futech-623	120	33	strong	strong	ADJ
futech-623	120	34	ai	ai	NOUN
futech-623	120	35	responsiveness	responsiveness	NOUN
futech-623	120	36	;	;	PUNCT
futech-623	120	37	at	at	ADP
futech-623	120	38	-1	-1	ADP
futech-623	120	39	sd	sd	ADP
futech-623	120	40	,	,	PUNCT
futech-623	120	41	weaker	weak	ADJ
futech-623	120	42	positive	positive	ADJ
futech-623	120	43	slope	slope	NOUN
futech-623	120	44	(	(	PUNCT
futech-623	120	45	β	β	X
futech-623	120	46	<	<	X
futech-623	120	47	.25	.25	NUM
futech-623	120	48	)	)	PUNCT
futech-623	120	49	indicating	indicate	VERB
futech-623	120	50	limited	limited	ADJ
futech-623	120	51	leverage	leverage	NOUN
futech-623	120	52	capacity	capacity	NOUN
futech-623	120	53	;	;	PUNCT
futech-623	120	54	at	at	ADP
futech-623	120	55	mean	mean	ADJ
futech-623	120	56	,	,	PUNCT
futech-623	120	57	moderate	moderate	ADJ
futech-623	120	58	slope	slope	NOUN
futech-623	120	59	(	(	PUNCT
futech-623	120	60	β	β	X
futech-623	120	61	≈	≈	PROPN
futech-623	120	62	.30-.35	.30-.35	PROPN
futech-623	120	63	)	)	PUNCT
futech-623	120	64	.	.	PUNCT
futech-623	121	1	we	we	PRON
futech-623	121	2	do	do	AUX
futech-623	121	3	not	not	PART
futech-623	121	4	expect	expect	VERB
futech-623	121	5	negative	negative	ADJ
futech-623	121	6	slopes	slope	NOUN
futech-623	121	7	at	at	ADP
futech-623	121	8	any	any	DET
futech-623	121	9	literacy	literacy	NOUN
futech-623	121	10	level	level	NOUN
futech-623	121	11	,	,	PUNCT
futech-623	121	12	as	as	SCONJ
futech-623	121	13	even	even	ADV
futech-623	121	14	low	low	ADJ
futech-623	121	15	-	-	PUNCT
futech-623	121	16	literacy	literacy	NOUN
futech-623	121	17	faculty	faculty	NOUN
futech-623	121	18	should	should	AUX
futech-623	121	19	benefit	benefit	VERB
futech-623	121	20	from	from	ADP
futech-623	121	21	well	well	ADV
futech-623	121	22	-	-	PUNCT
futech-623	121	23	designed	design	VERB
futech-623	121	24	ai	ai	NOUN
futech-623	121	25	.	.	PUNCT
futech-623	122	1	if	if	SCONJ
futech-623	122	2	the	the	DET
futech-623	122	3	interaction	interaction	NOUN
futech-623	122	4	is	be	AUX
futech-623	122	5	significant	significant	ADJ
futech-623	122	6	,	,	PUNCT
futech-623	122	7	the	the	DET
futech-623	122	8	slope	slope	NOUN
futech-623	122	9	difference	difference	NOUN
futech-623	122	10	should	should	AUX
futech-623	122	11	be	be	AUX
futech-623	122	12	substantial	substantial	ADJ
futech-623	122	13	(	(	PUNCT
futech-623	122	14	δβ	δβ	NOUN
futech-623	122	15	>	>	X
futech-623	122	16	.15	.15	NUM
futech-623	122	17	)	)	PUNCT
futech-623	122	18	and	and	CCONJ
futech-623	122	19	the	the	DET
futech-623	122	20	confidence	confidence	NOUN
futech-623	122	21	intervals	interval	NOUN
futech-623	122	22	should	should	AUX
futech-623	122	23	not	not	PART
futech-623	122	24	overlap	overlap	VERB
futech-623	122	25	.	.	PUNCT
futech-623	123	1	less	less	ADV
futech-623	123	2	digitally	digitally	ADV
futech-623	123	3	literate	literate	ADJ
futech-623	123	4	faculty	faculty	NOUN
futech-623	123	5	might	might	AUX
futech-623	123	6	not	not	PART
futech-623	123	7	be	be	AUX
futech-623	123	8	able	able	ADJ
futech-623	123	9	to	to	PART
futech-623	123	10	use	use	VERB
futech-623	123	11	ai	ai	NOUN
futech-623	123	12	systems	system	NOUN
futech-623	123	13	effectively	effectively	ADV
futech-623	123	14	,	,	PUNCT
futech-623	123	15	leading	lead	VERB
futech-623	123	16	them	they	PRON
futech-623	123	17	to	to	PART
futech-623	123	18	become	become	VERB
futech-623	123	19	frustrated	frustrated	ADJ
futech-623	123	20	rather	rather	ADV
futech-623	123	21	than	than	ADP
futech-623	123	22	more	more	ADV
futech-623	123	23	engaged	engaged	ADJ
futech-623	123	24	.	.	PUNCT
futech-623	124	1	3	3	X
futech-623	124	2	.	.	X
futech-623	124	3	methods	method	NOUN
futech-623	124	4	3.1	3.1	NUM
futech-623	124	5	research	research	NOUN
futech-623	124	6	design	design	NOUN
futech-623	124	7	this	this	DET
futech-623	124	8	research	research	NOUN
futech-623	124	9	used	use	VERB
futech-623	124	10	a	a	DET
futech-623	124	11	cross	cross	ADJ
futech-623	124	12	-	-	ADJ
futech-623	124	13	sectional	sectional	ADJ
futech-623	124	14	survey	survey	NOUN
futech-623	124	15	design	design	NOUN
futech-623	124	16	.	.	PUNCT
futech-623	125	1	we	we	PRON
futech-623	125	2	recognize	recognize	VERB
futech-623	125	3	that	that	SCONJ
futech-623	125	4	cross	cross	ADJ
futech-623	125	5	-	-	ADJ
futech-623	125	6	sectional	sectional	ADJ
futech-623	125	7	designs	design	NOUN
futech-623	125	8	exclude	exclude	VERB
futech-623	125	9	causal	causal	ADJ
futech-623	125	10	inference	inference	NOUN
futech-623	125	11	,	,	PUNCT
futech-623	125	12	ca	can	AUX
futech-623	125	13	n't	not	PART
futech-623	125	14	exclude	exclude	VERB
futech-623	125	15	reverse	reverse	ADJ
futech-623	125	16	causation	causation	NOUN
futech-623	125	17	,	,	PUNCT
futech-623	125	18	and	and	CCONJ
futech-623	125	19	are	be	AUX
futech-623	125	20	prone	prone	ADJ
futech-623	125	21	to	to	ADP
futech-623	125	22	third	third	ADJ
futech-623	125	23	-	-	PUNCT
futech-623	125	24	variable	variable	NOUN
futech-623	125	25	confounding	confounding	NOUN
futech-623	125	26	.	.	PUNCT
futech-623	126	1	findings	finding	NOUN
futech-623	126	2	need	need	VERB
futech-623	126	3	to	to	PART
futech-623	126	4	be	be	AUX
futech-623	126	5	interpreted	interpret	VERB
futech-623	126	6	as	as	ADP
futech-623	126	7	correlational	correlational	ADJ
futech-623	126	8	rather	rather	ADV
futech-623	126	9	than	than	ADP
futech-623	126	10	causal	causal	ADV
futech-623	126	11	.	.	PUNCT
futech-623	127	1	the	the	DET
futech-623	127	2	research	research	NOUN
futech-623	127	3	was	be	AUX
futech-623	127	4	conducted	conduct	VERB
futech-623	127	5	in	in	ADP
futech-623	127	6	a	a	DET
futech-623	127	7	three	three	NUM
futech-623	127	8	-	-	PUNCT
futech-623	127	9	month	month	NOUN
futech-623	127	10	period	period	NOUN
futech-623	127	11	(	(	PUNCT
futech-623	127	12	march	march	NOUN
futech-623	127	13	-	-	PUNCT
futech-623	127	14	may	may	PROPN
futech-623	127	15	2024	2024	NUM
futech-623	127	16	)	)	PUNCT
futech-623	127	17	,	,	PUNCT
futech-623	127	18	and	and	CCONJ
futech-623	127	19	ethical	ethical	ADJ
futech-623	127	20	clearance	clearance	NOUN
futech-623	127	21	was	be	AUX
futech-623	127	22	obtained	obtain	VERB
futech-623	127	23	from	from	ADP
futech-623	127	24	the	the	DET
futech-623	127	25	institutional	institutional	ADJ
futech-623	127	26	review	review	NOUN
futech-623	127	27	board	board	NOUN
futech-623	127	28	(	(	PUNCT
futech-623	127	29	approval	approval	NOUN
futech-623	127	30	no	no	NOUN
futech-623	127	31	.	.	NOUN
futech-623	128	1	2024	2024	NUM
futech-623	128	2	-	-	PUNCT
futech-623	128	3	hr-087	hr-087	PROPN
futech-623	128	4	)	)	PUNCT
futech-623	128	5	.	.	PUNCT
futech-623	129	1	electronic	electronic	ADJ
futech-623	129	2	informed	inform	VERB
futech-623	129	3	consent	consent	NOUN
futech-623	129	4	covered	cover	VERB
futech-623	129	5	:	:	PUNCT
futech-623	129	6	(	(	PUNCT
futech-623	129	7	1	1	X
futech-623	129	8	)	)	PUNCT
futech-623	129	9	study	study	NOUN
futech-623	129	10	purpose	purpose	NOUN
futech-623	129	11	/	/	SYM
futech-623	129	12	procedures	procedure	NOUN
futech-623	129	13	,	,	PUNCT
futech-623	129	14	(	(	PUNCT
futech-623	129	15	2	2	X
futech-623	129	16	)	)	PUNCT
futech-623	129	17	voluntary	voluntary	ADJ
futech-623	129	18	participation	participation	NOUN
futech-623	129	19	/	/	SYM
futech-623	129	20	withdrawal	withdrawal	NOUN
futech-623	129	21	rights	right	NOUN
futech-623	129	22	,	,	PUNCT
futech-623	129	23	(	(	PUNCT
futech-623	129	24	3	3	X
futech-623	129	25	)	)	PUNCT
futech-623	129	26	confidentiality	confidentiality	NOUN
futech-623	129	27	/	/	SYM
futech-623	129	28	anonymity	anonymity	NOUN
futech-623	129	29	,	,	PUNCT
futech-623	129	30	(	(	PUNCT
futech-623	129	31	4	4	X
futech-623	129	32	)	)	PUNCT
futech-623	129	33	no	no	DET
futech-623	129	34	compensation	compensation	NOUN
futech-623	129	35	.	.	PUNCT
futech-623	130	1	data	datum	NOUN
futech-623	130	2	:	:	PUNCT
futech-623	130	3	password	password	NOUN
futech-623	130	4	-	-	PUNCT
futech-623	130	5	protected	protect	VERB
futech-623	130	6	servers	server	NOUN
futech-623	130	7	(	(	PUNCT
futech-623	130	8	ssl	ssl	ADJ
futech-623	130	9	,	,	PUNCT
futech-623	130	10	5	5	NUM
futech-623	130	11	-	-	PUNCT
futech-623	130	12	year	year	NOUN
futech-623	130	13	retention	retention	NOUN
futech-623	130	14	)	)	PUNCT
futech-623	130	15	,	,	PUNCT
futech-623	130	16	random	random	ADJ
futech-623	130	17	ids	id	NOUN
futech-623	130	18	,	,	PUNCT
futech-623	130	19	no	no	DET
futech-623	130	20	ip	ip	NOUN
futech-623	130	21	tracking	tracking	NOUN
futech-623	130	22	.	.	PUNCT
futech-623	131	1	no	no	DET
futech-623	131	2	personally	personally	ADV
futech-623	131	3	identifiable	identifiable	ADJ
futech-623	131	4	information	information	NOUN
futech-623	131	5	was	be	AUX
futech-623	131	6	collected	collect	VERB
futech-623	131	7	;	;	PUNCT
futech-623	131	8	participants	participant	NOUN
futech-623	131	9	were	be	AUX
futech-623	131	10	assigned	assign	VERB
futech-623	131	11	random	random	ADJ
futech-623	131	12	i	i	PROPN
futech-623	131	13	d	d	PROPN
futech-623	131	14	codes	code	NOUN
futech-623	131	15	.	.	PUNCT
futech-623	132	1	ip	ip	DET
futech-623	132	2	addresses	address	NOUN
futech-623	132	3	were	be	AUX
futech-623	132	4	not	not	PART
futech-623	132	5	recorded	record	VERB
futech-623	132	6	to	to	PART
futech-623	132	7	ensure	ensure	VERB
futech-623	132	8	anonymity	anonymity	NOUN
futech-623	132	9	.	.	PUNCT
futech-623	133	1	consent	consent	NOUN
futech-623	133	2	was	be	AUX
futech-623	133	3	implied	imply	VERB
futech-623	133	4	through	through	ADP
futech-623	133	5	survey	survey	NOUN
futech-623	133	6	completion	completion	NOUN
futech-623	133	7	,	,	PUNCT
futech-623	133	8	as	as	SCONJ
futech-623	133	9	explicitly	explicitly	ADV
futech-623	133	10	stated	state	VERB
futech-623	133	11	in	in	ADP
futech-623	133	12	the	the	DET
futech-623	133	13	introduction	introduction	NOUN
futech-623	133	14	.	.	PUNCT
futech-623	134	1	no	no	DET
futech-623	134	2	incentives	incentive	NOUN
futech-623	134	3	or	or	CCONJ
futech-623	134	4	compensation	compensation	NOUN
futech-623	134	5	were	be	AUX
futech-623	134	6	provided	provide	VERB
futech-623	134	7	to	to	ADP
futech-623	134	8	participants	participant	NOUN
futech-623	134	9	to	to	PART
futech-623	134	10	minimize	minimize	VERB
futech-623	134	11	the	the	DET
futech-623	134	12	risk	risk	NOUN
futech-623	134	13	of	of	ADP
futech-623	134	14	coercion	coercion	NOUN
futech-623	134	15	.	.	PUNCT
futech-623	135	1	data	datum	NOUN
futech-623	135	2	collection	collection	NOUN
futech-623	135	3	used	use	VERB
futech-623	135	4	the	the	DET
futech-623	135	5	wenjuanxing	wenjuanxing	NOUN
futech-623	135	6	platform	platform	NOUN
futech-623	135	7	for	for	ADP
futech-623	135	8	security	security	NOUN
futech-623	135	9	(	(	PUNCT
futech-623	135	10	ssl	ssl	ADJ
futech-623	135	11	encryption	encryption	NOUN
futech-623	135	12	,	,	PUNCT
futech-623	135	13	anonymous	anonymous	ADJ
futech-623	135	14	responses	response	NOUN
futech-623	135	15	)	)	PUNCT
futech-623	135	16	.	.	PUNCT
futech-623	136	1	the	the	DET
futech-623	136	2	survey	survey	NOUN
futech-623	136	3	was	be	AUX
futech-623	136	4	launched	launch	VERB
futech-623	136	5	via	via	ADP
futech-623	136	6	institutional	institutional	ADJ
futech-623	136	7	networks	network	NOUN
futech-623	136	8	with	with	ADP
futech-623	136	9	weekly	weekly	ADJ
futech-623	136	10	reminders	reminder	NOUN
futech-623	136	11	.	.	PUNCT
futech-623	137	1	to	to	PART
futech-623	137	2	reduce	reduce	VERB
futech-623	137	3	response	response	NOUN
futech-623	137	4	burden	burden	NOUN
futech-623	137	5	,	,	PUNCT
futech-623	137	6	we	we	PRON
futech-623	137	7	pilot	pilot	NOUN
futech-623	137	8	-	-	PUNCT
futech-623	137	9	tested	test	VERB
futech-623	137	10	the	the	DET
futech-623	137	11	survey	survey	NOUN
futech-623	137	12	with	with	ADP
futech-623	137	13	30	30	NUM
futech-623	137	14	faculty	faculty	NOUN
futech-623	137	15	members	member	NOUN
futech-623	137	16	(	(	PUNCT
futech-623	137	17	15	15	NUM
futech-623	137	18	from	from	ADP
futech-623	137	19	teaching	teach	VERB
futech-623	137	20	universities	university	NOUN
futech-623	137	21	,	,	PUNCT
futech-623	137	22	15	15	NUM
futech-623	137	23	from	from	ADP
futech-623	137	24	research	research	NOUN
futech-623	137	25	universities	university	NOUN
futech-623	137	26	)	)	PUNCT
futech-623	137	27	.	.	PUNCT
futech-623	138	1	based	base	VERB
futech-623	138	2	on	on	ADP
futech-623	138	3	pilot	pilot	NOUN
futech-623	138	4	feedback	feedback	NOUN
futech-623	138	5	,	,	PUNCT
futech-623	138	6	we	we	PRON
futech-623	138	7	made	make	VERB
futech-623	138	8	the	the	DET
futech-623	138	9	following	follow	VERB
futech-623	138	10	refinements	refinement	NOUN
futech-623	138	11	:	:	PUNCT
futech-623	138	12	(	(	PUNCT
futech-623	138	13	1	1	X
futech-623	138	14	)	)	PUNCT
futech-623	138	15	rewording	reword	VERB
futech-623	138	16	3	3	NUM
futech-623	138	17	items	item	NOUN
futech-623	138	18	for	for	ADP
futech-623	138	19	clarity	clarity	NOUN
futech-623	138	20	(	(	PUNCT
futech-623	138	21	e.g.	e.g.	ADV
futech-623	138	22	,	,	PUNCT
futech-623	138	23	changing	change	VERB
futech-623	138	24	'	'	PUNCT
futech-623	138	25	ai	ai	VERB
futech-623	138	26	system	system	NOUN
futech-623	138	27	facilitates	facilitate	VERB
futech-623	138	28	my	my	PRON
futech-623	138	29	work	work	NOUN
futech-623	138	30	'	'	PUNCT
futech-623	138	31	to	to	PART
futech-623	138	32	'	'	PUNCT
futech-623	138	33	ai	ai	VERB
futech-623	138	34	system	system	NOUN
futech-623	138	35	helps	help	VERB
futech-623	138	36	me	i	PRON
futech-623	138	37	complete	complete	ADJ
futech-623	138	38	tasks	task	NOUN
futech-623	138	39	more	more	ADV
futech-623	138	40	efficiently	efficiently	ADV
futech-623	138	41	'	'	PUNCT
futech-623	138	42	)	)	PUNCT
futech-623	138	43	,	,	PUNCT
futech-623	138	44	(	(	PUNCT
futech-623	138	45	2	2	X
futech-623	138	46	)	)	PUNCT
futech-623	138	47	shortening	shorten	VERB
futech-623	138	48	the	the	DET
futech-623	138	49	survey	survey	NOUN
futech-623	138	50	from	from	ADP
futech-623	138	51	18	18	NUM
futech-623	138	52	to	to	PART
futech-623	138	53	15	15	NUM
futech-623	138	54	minutes	minute	NOUN
futech-623	138	55	median	median	ADJ
futech-623	138	56	completion	completion	NOUN
futech-623	138	57	time	time	NOUN
futech-623	138	58	by	by	ADP
futech-623	138	59	removing	remove	VERB
futech-623	138	60	redundant	redundant	ADJ
futech-623	138	61	demographic	demographic	ADJ
futech-623	138	62	items	item	NOUN
futech-623	138	63	,	,	PUNCT
futech-623	138	64	and	and	CCONJ
futech-623	138	65	(	(	PUNCT
futech-623	138	66	3	3	X
futech-623	138	67	)	)	PUNCT
futech-623	138	68	adding	add	VERB
futech-623	138	69	progress	progress	NOUN
futech-623	138	70	indicators	indicator	NOUN
futech-623	138	71	to	to	PART
futech-623	138	72	reduce	reduce	VERB
futech-623	138	73	abandonment	abandonment	NOUN
futech-623	138	74	.	.	PUNCT
futech-623	139	1	reliability	reliability	NOUN
futech-623	139	2	analysis	analysis	NOUN
futech-623	139	3	showed	show	VERB
futech-623	139	4	improved	improve	VERB
futech-623	139	5	cronbach	cronbach	NOUN
futech-623	139	6	's	's	PART
futech-623	139	7	alpha	alpha	NOUN
futech-623	139	8	values	value	NOUN
futech-623	139	9	after	after	ADP
futech-623	139	10	refinement	refinement	NOUN
futech-623	139	11	:	:	PUNCT
futech-623	139	12	ai	ai	VERB
futech-623	139	13	support	support	NOUN
futech-623	139	14	scale	scale	NOUN
futech-623	139	15	increased	increase	VERB
futech-623	139	16	from	from	ADP
futech-623	139	17	α=0.87	α=0.87	NOUN
futech-623	139	18	to	to	ADP
futech-623	139	19	α=0.91	α=0.91	PROPN
futech-623	139	20	,	,	PUNCT
futech-623	139	21	digital	digital	ADJ
futech-623	139	22	literacy	literacy	NOUN
futech-623	139	23	from	from	ADP
futech-623	139	24	α=0.82	α=0.82	PUNCT
futech-623	139	25	to	to	ADP
futech-623	139	26	α=0.86	α=0.86	NOUN
futech-623	139	27	.	.	PUNCT
futech-623	140	1	cognitive	cognitive	ADJ
futech-623	140	2	interviews	interview	NOUN
futech-623	140	3	with	with	ADP
futech-623	140	4	5	5	NUM
futech-623	140	5	pilot	pilot	NOUN
futech-623	140	6	participants	participant	NOUN
futech-623	140	7	revealed	reveal	VERB
futech-623	140	8	no	no	DET
futech-623	140	9	comprehension	comprehension	NOUN
futech-623	140	10	difficulties	difficulty	NOUN
futech-623	140	11	with	with	ADP
futech-623	140	12	the	the	DET
futech-623	140	13	revised	revise	VERB
futech-623	140	14	items	item	NOUN
futech-623	140	15	.	.	PUNCT
futech-623	141	1	the	the	DET
futech-623	141	2	survey	survey	NOUN
futech-623	141	3	remained	remain	VERB
futech-623	141	4	open	open	ADJ
futech-623	141	5	for	for	ADP
futech-623	141	6	six	six	NUM
futech-623	141	7	weeks	week	NOUN
futech-623	141	8	to	to	PART
futech-623	141	9	allow	allow	VERB
futech-623	141	10	for	for	ADP
futech-623	141	11	different	different	ADJ
futech-623	141	12	schedules	schedule	NOUN
futech-623	141	13	and	and	CCONJ
futech-623	141	14	workloads	workload	NOUN
futech-623	141	15	of	of	ADP
futech-623	141	16	faculty	faculty	NOUN
futech-623	141	17	members	member	NOUN
futech-623	141	18	during	during	ADP
futech-623	141	19	the	the	DET
futech-623	141	20	semester	semester	NOUN
futech-623	141	21	.	.	PUNCT
futech-623	142	1	3.2	3.2	NUM
futech-623	142	2	sample	sample	NOUN
futech-623	142	3	the	the	DET
futech-623	142	4	target	target	NOUN
futech-623	142	5	sample	sample	NOUN
futech-623	142	6	was	be	AUX
futech-623	142	7	china	china	PROPN
futech-623	142	8	's	's	PART
futech-623	142	9	full	full	ADJ
futech-623	142	10	-	-	PUNCT
futech-623	142	11	time	time	NOUN
futech-623	142	12	university	university	NOUN
futech-623	142	13	faculty	faculty	NOUN
futech-623	142	14	members	member	NOUN
futech-623	142	15	with	with	ADP
futech-623	142	16	at	at	ADV
futech-623	142	17	least	least	ADV
futech-623	142	18	one	one	NUM
futech-623	142	19	year	year	NOUN
futech-623	142	20	of	of	ADP
futech-623	142	21	teaching	teaching	NOUN
futech-623	142	22	experience	experience	NOUN
futech-623	142	23	and	and	CCONJ
futech-623	142	24	exposure	exposure	NOUN
futech-623	142	25	to	to	ADP
futech-623	142	26	ai	ai	VERB
futech-623	142	27	-	-	PUNCT
futech-623	142	28	based	base	VERB
futech-623	142	29	organizational	organizational	ADJ
futech-623	142	30	support	support	NOUN
futech-623	142	31	systems	system	NOUN
futech-623	142	32	,	,	PUNCT
futech-623	142	33	operationally	operationally	ADV
futech-623	142	34	defined	define	VERB
futech-623	142	35	as	as	ADP
futech-623	142	36	having	having	AUX
futech-623	142	37	used	use	VERB
futech-623	142	38	at	at	ADP
futech-623	142	39	least	least	ADV
futech-623	142	40	one	one	NUM
futech-623	142	41	institutionally	institutionally	ADV
futech-623	142	42	-	-	PUNCT
futech-623	142	43	provided	provide	VERB
futech-623	142	44	ai	ai	NOUN
futech-623	142	45	tool	tool	NOUN
futech-623	142	46	(	(	PUNCT
futech-623	142	47	learning	learn	VERB
futech-623	142	48	management	management	NOUN
futech-623	142	49	system	system	NOUN
futech-623	142	50	with	with	ADP
futech-623	142	51	ai	ai	PROPN
futech-623	142	52	features	feature	NOUN
futech-623	142	53	,	,	PUNCT
futech-623	142	54	ai	ai	VERB
futech-623	142	55	-	-	PUNCT
futech-623	142	56	assisted	assist	VERB
futech-623	142	57	grading	grading	NOUN
futech-623	142	58	,	,	PUNCT
futech-623	142	59	or	or	CCONJ
futech-623	142	60	ai	ai	VERB
futech-623	142	61	research	research	NOUN
futech-623	142	62	tools	tool	NOUN
futech-623	142	63	)	)	PUNCT
futech-623	142	64	for	for	ADP
futech-623	142	65	a	a	DET
futech-623	142	66	minimum	minimum	NOUN
futech-623	142	67	of	of	ADP
futech-623	142	68	6	6	NUM
futech-623	142	69	months	month	NOUN
futech-623	142	70	with	with	ADP
futech-623	142	71	at	at	ADV
futech-623	142	72	least	least	ADJ
futech-623	142	73	weekly	weekly	ADJ
futech-623	142	74	usage	usage	NOUN
futech-623	142	75	frequency	frequency	NOUN
futech-623	142	76	.	.	PUNCT
futech-623	143	1	convenience	convenience	NOUN
futech-623	143	2	sampling	sampling	NOUN
futech-623	143	3	and	and	CCONJ
futech-623	143	4	snowball	snowball	NOUN
futech-623	143	5	sampling	sampling	NOUN
futech-623	143	6	were	be	AUX
futech-623	143	7	adopted	adopt	VERB
futech-623	143	8	.	.	PUNCT
futech-623	144	1	a	a	DET
futech-623	144	2	priori	priori	ADJ
futech-623	144	3	power	power	NOUN
futech-623	144	4	analysis	analysis	NOUN
futech-623	144	5	using	use	VERB
futech-623	144	6	g*power	g*power	PROPN
futech-623	145	1	[	[	X
futech-623	145	2	22	22	NUM
futech-623	145	3	]	]	PUNCT
futech-623	145	4	suggested	suggest	VERB
futech-623	145	5	a	a	DET
futech-623	145	6	minimum	minimum	ADJ
futech-623	145	7	sample	sample	NOUN
futech-623	145	8	of	of	ADP
futech-623	145	9	269	269	NUM
futech-623	145	10	for	for	ADP
futech-623	145	11	detecting	detect	VERB
futech-623	145	12	small	small	ADJ
futech-623	145	13	-	-	PUNCT
futech-623	145	14	tomedium	tomedium	NOUN
futech-623	145	15	moderation	moderation	NOUN
futech-623	145	16	effects	effect	NOUN
futech-623	145	17	(	(	PUNCT
futech-623	145	18	f²=0.03	f²=0.03	ADJ
futech-623	145	19	,	,	PUNCT
futech-623	145	20	power=0.80	power=0.80	NOUN
futech-623	145	21	,	,	PUNCT
futech-623	145	22	α=0.05	α=0.05	NOUN
futech-623	145	23	)	)	PUNCT
futech-623	145	24	.	.	PUNCT
futech-623	146	1	a	a	DET
futech-623	146	2	total	total	NOUN
futech-623	146	3	of	of	ADP
futech-623	146	4	450	450	NUM
futech-623	146	5	faculty	faculty	NOUN
futech-623	146	6	accessed	access	VERB
futech-623	146	7	the	the	DET
futech-623	146	8	survey	survey	NOUN
futech-623	146	9	,	,	PUNCT
futech-623	146	10	and	and	CCONJ
futech-623	146	11	412	412	NUM
futech-623	146	12	completed	complete	VERB
futech-623	146	13	the	the	DET
futech-623	146	14	survey	survey	NOUN
futech-623	146	15	.	.	PUNCT
futech-623	147	1	following	follow	VERB
futech-623	147	2	data	datum	NOUN
futech-623	147	3	screening	screening	NOUN
futech-623	147	4	,	,	PUNCT
futech-623	147	5	the	the	DET
futech-623	147	6	ultimate	ultimate	ADJ
futech-623	147	7	analytical	analytical	ADJ
futech-623	147	8	sample	sample	NOUN
futech-623	147	9	included	include	VERB
futech-623	147	10	387	387	NUM
futech-623	147	11	faculty	faculty	NOUN
futech-623	147	12	members	member	NOUN
futech-623	147	13	.	.	PUNCT
futech-623	148	1	full	full	ADJ
futech-623	148	2	demographic	demographic	ADJ
futech-623	148	3	characteristics	characteristic	NOUN
futech-623	148	4	of	of	ADP
futech-623	148	5	the	the	DET
futech-623	148	6	sample	sample	NOUN
futech-623	148	7	are	be	AUX
futech-623	148	8	presented	present	VERB
futech-623	148	9	in	in	ADP
futech-623	148	10	table	table	NOUN
futech-623	148	11	1	1	NUM
futech-623	148	12	.	.	PUNCT
futech-623	149	1	procedures	procedure	NOUN
futech-623	149	2	for	for	ADP
futech-623	149	3	data	datum	NOUN
futech-623	149	4	screening	screening	NOUN
futech-623	149	5	were	be	AUX
futech-623	149	6	applied	apply	VERB
futech-623	149	7	to	to	ADP
futech-623	149	8	careless	careless	ADJ
futech-623	149	9	responding	respond	VERB
futech-623	149	10	response	response	NOUN
futech-623	149	11	types	type	NOUN
futech-623	149	12	(	(	PUNCT
futech-623	149	13	e.g.	e.g.	ADV
futech-623	149	14	,	,	PUNCT
futech-623	149	15	straight	straight	ADV
futech-623	149	16	-	-	PUNCT
futech-623	149	17	lining	lining	NOUN
futech-623	149	18	,	,	PUNCT
futech-623	149	19	inadmissible	inadmissible	ADJ
futech-623	149	20	response	response	NOUN
futech-623	149	21	times	time	NOUN
futech-623	149	22	of	of	ADP
futech-623	149	23	less	less	ADJ
futech-623	149	24	than	than	ADP
futech-623	149	25	5	5	NUM
futech-623	149	26	minutes	minute	NOUN
futech-623	149	27	)	)	PUNCT
futech-623	149	28	,	,	PUNCT
futech-623	149	29	multivariate	multivariate	NOUN
futech-623	149	30	outliers	outlier	NOUN
futech-623	149	31	by	by	ADP
futech-623	149	32	mahalanobis	mahalanobis	ADJ
futech-623	149	33	distance	distance	NOUN
futech-623	149	34	(	(	PUNCT
futech-623	149	35	p	p	X
futech-623	149	36	<	<	X
futech-623	149	37	0.001	0.001	NUM
futech-623	149	38	)	)	PUNCT
futech-623	149	39	,	,	PUNCT
futech-623	149	40	and	and	CCONJ
futech-623	149	41	primary	primary	ADJ
futech-623	149	42	variable	variable	ADJ
futech-623	149	43	completeness	completeness	NOUN
futech-623	149	44	.	.	PUNCT
futech-623	150	1	twenty	twenty	NUM
futech-623	150	2	-	-	PUNCT
futech-623	150	3	five	five	NUM
futech-623	150	4	cases	case	NOUN
futech-623	150	5	were	be	AUX
futech-623	150	6	removed	remove	VERB
futech-623	150	7	:	:	PUNCT
futech-623	150	8	18	18	NUM
futech-623	150	9	for	for	ADP
futech-623	150	10	missing	miss	VERB
futech-623	150	11	primary	primary	ADJ
futech-623	150	12	variable	variable	ADJ
futech-623	150	13	data	datum	NOUN
futech-623	150	14	,	,	PUNCT
futech-623	150	15	5	5	NUM
futech-623	150	16	for	for	ADP
futech-623	150	17	lack	lack	NOUN
futech-623	150	18	of	of	ADP
futech-623	150	19	sufficient	sufficient	ADJ
futech-623	150	20	attention	attention	NOUN
futech-623	150	21	checks	check	NOUN
futech-623	150	22	,	,	PUNCT
futech-623	150	23	and	and	CCONJ
futech-623	150	24	2	2	NUM
futech-623	150	25	for	for	ADP
futech-623	150	26	status	status	NOUN
futech-623	150	27	as	as	ADP
futech-623	150	28	a	a	DET
futech-623	150	29	multivariate	multivariate	NOUN
futech-623	150	30	outlier	outlier	NOUN
futech-623	150	31	.	.	PUNCT
futech-623	151	1	the	the	DET
futech-623	151	2	ultimate	ultimate	ADJ
futech-623	151	3	sample	sample	NOUN
futech-623	151	4	of	of	ADP
futech-623	151	5	387	387	NUM
futech-623	151	6	consisted	consist	VERB
futech-623	151	7	of	of	ADP
futech-623	151	8	professors	professor	NOUN
futech-623	151	9	from	from	ADP
futech-623	151	10	12	12	NUM
futech-623	151	11	universities	university	NOUN
futech-623	151	12	distributed	distribute	VERB
futech-623	151	13	over	over	ADP
futech-623	151	14	three	three	NUM
futech-623	151	15	geographic	geographic	ADJ
futech-623	151	16	regions	region	NOUN
futech-623	151	17	(	(	PUNCT
futech-623	151	18	eastern	eastern	ADJ
futech-623	151	19	:	:	PUNCT
futech-623	151	20	52.2	52.2	NUM
futech-623	151	21	%	%	NOUN
futech-623	151	22	,	,	PUNCT
futech-623	151	23	central	central	ADJ
futech-623	151	24	:	:	PUNCT
futech-623	151	25	28.9	28.9	NUM
futech-623	151	26	%	%	NOUN
futech-623	151	27	,	,	PUNCT
futech-623	151	28	western	western	ADJ
futech-623	151	29	:	:	PUNCT
futech-623	151	30	18.9	18.9	NUM
futech-623	151	31	%	%	NOUN
futech-623	151	32	)	)	PUNCT
futech-623	151	33	to	to	PART
futech-623	151	34	maximize	maximize	VERB
futech-623	151	35	generalizability	generalizability	NOUN
futech-623	151	36	of	of	ADP
futech-623	151	37	findings	finding	NOUN
futech-623	151	38	to	to	ADP
futech-623	151	39	the	the	DET
futech-623	151	40	chinese	chinese	ADJ
futech-623	151	41	context	context	NOUN
futech-623	151	42	.	.	PUNCT
futech-623	152	1	we	we	PRON
futech-623	152	2	acknowledge	acknowledge	VERB
futech-623	152	3	that	that	SCONJ
futech-623	152	4	convenience	convenience	NOUN
futech-623	152	5	and	and	CCONJ
futech-623	152	6	snowball	snowball	NOUN
futech-623	152	7	sampling	sampling	NOUN
futech-623	152	8	may	may	AUX
futech-623	152	9	introduce	introduce	VERB
futech-623	152	10	self	self	NOUN
futech-623	152	11	-	-	PUNCT
futech-623	152	12	selection	selection	NOUN
futech-623	152	13	bias	bias	NOUN
futech-623	152	14	,	,	PUNCT
futech-623	152	15	as	as	SCONJ
futech-623	152	16	faculty	faculty	NOUN
futech-623	152	17	who	who	PRON
futech-623	152	18	are	be	AUX
futech-623	152	19	more	more	ADV
futech-623	152	20	comfortable	comfortable	ADJ
futech-623	152	21	with	with	ADP
futech-623	152	22	technology	technology	NOUN
futech-623	152	23	are	be	AUX
futech-623	152	24	likely	likely	ADV
futech-623	152	25	overrepresented	overrepresente	VERB
futech-623	152	26	in	in	ADP
futech-623	152	27	our	our	PRON
futech-623	152	28	sample	sample	NOUN
futech-623	152	29	.	.	PUNCT
futech-623	153	1	to	to	PART
futech-623	153	2	assess	assess	VERB
futech-623	153	3	this	this	DET
futech-623	153	4	limitation	limitation	NOUN
futech-623	153	5	,	,	PUNCT
futech-623	153	6	we	we	PRON
futech-623	153	7	conducted	conduct	VERB
futech-623	153	8	nonresponse	nonresponse	NOUN
futech-623	153	9	bias	bias	NOUN
futech-623	153	10	testing	testing	NOUN
futech-623	153	11	by	by	ADP
futech-623	153	12	comparing	compare	VERB
futech-623	153	13	early	early	ADJ
futech-623	153	14	respondents	respondent	NOUN
futech-623	153	15	(	(	PUNCT
futech-623	153	16	first	first	ADV
futech-623	153	17	25	25	NUM
futech-623	153	18	%	%	NOUN
futech-623	153	19	,	,	PUNCT
futech-623	153	20	n=97	n=97	NOUN
futech-623	153	21	)	)	PUNCT
futech-623	153	22	with	with	ADP
futech-623	153	23	late	late	ADJ
futech-623	153	24	respondents	respondent	NOUN
futech-623	153	25	(	(	PUNCT
futech-623	153	26	last	last	ADJ
futech-623	153	27	25	25	NUM
futech-623	153	28	%	%	NOUN
futech-623	153	29	,	,	PUNCT
futech-623	153	30	n=97	n=97	NOUN
futech-623	153	31	)	)	PUNCT
futech-623	153	32	on	on	ADP
futech-623	153	33	key	key	ADJ
futech-623	153	34	variables	variable	NOUN
futech-623	153	35	.	.	PUNCT
futech-623	154	1	independent	independent	ADJ
futech-623	154	2	t	t	PROPN
futech-623	154	3	-	-	PUNCT
futech-623	154	4	tests	test	NOUN
futech-623	154	5	revealed	reveal	VERB
futech-623	154	6	no	no	DET
futech-623	154	7	significant	significant	ADJ
futech-623	154	8	differences	difference	NOUN
futech-623	154	9	in	in	ADP
futech-623	154	10	ai	ai	ADJ
futech-623	154	11	support	support	NOUN
futech-623	154	12	(	(	PUNCT
futech-623	154	13	t=1.24	t=1.24	NOUN
futech-623	154	14	,	,	PUNCT
futech-623	154	15	p=0.216	p=0.216	NOUN
futech-623	154	16	)	)	PUNCT
futech-623	154	17	,	,	PUNCT
futech-623	154	18	digital	digital	ADJ
futech-623	154	19	literacy	literacy	NOUN
futech-623	154	20	(	(	PUNCT
futech-623	154	21	t=0.89	t=0.89	NOUN
futech-623	154	22	,	,	PUNCT
futech-623	154	23	p=0.374	p=0.374	NOUN
futech-623	154	24	)	)	PUNCT
futech-623	154	25	,	,	PUNCT
futech-623	154	26	or	or	CCONJ
futech-623	154	27	work	work	NOUN
futech-623	154	28	engagement	engagement	NOUN
futech-623	154	29	(	(	PUNCT
futech-623	154	30	t=1.47	t=1.47	NOUN
futech-623	154	31	,	,	PUNCT
futech-623	154	32	p=0.143	p=0.143	NOUN
futech-623	154	33	)	)	PUNCT
futech-623	154	34	,	,	PUNCT
futech-623	154	35	suggesting	suggest	VERB
futech-623	154	36	minimal	minimal	ADJ
futech-623	154	37	nonresponse	nonresponse	NOUN
futech-623	154	38	bias	bias	NOUN
futech-623	154	39	.	.	PUNCT
futech-623	155	1	additionally	additionally	ADV
futech-623	155	2	,	,	PUNCT
futech-623	155	3	our	our	PRON
futech-623	155	4	sample	sample	NOUN
futech-623	155	5	's	's	PART
futech-623	155	6	digital	digital	ADJ
futech-623	155	7	literacy	literacy	NOUN
futech-623	155	8	mean	mean	NOUN
futech-623	155	9	(	(	PUNCT
futech-623	155	10	m=5.23	m=5.23	PROPN
futech-623	155	11	)	)	PUNCT
futech-623	155	12	is	be	AUX
futech-623	155	13	slightly	slightly	ADV
futech-623	155	14	higher	high	ADJ
futech-623	155	15	than	than	SCONJ
futech-623	155	16	reported	report	VERB
futech-623	155	17	population	population	NOUN
futech-623	155	18	norms	norm	NOUN
futech-623	155	19	for	for	ADP
futech-623	155	20	chinese	chinese	ADJ
futech-623	155	21	university	university	NOUN
futech-623	155	22	faculty	faculty	NOUN
futech-623	155	23	(	(	PUNCT
futech-623	155	24	m=4.87	m=4.87	PROPN
futech-623	155	25	)	)	PUNCT
futech-623	155	26	,	,	PUNCT
futech-623	155	27	indicating	indicate	VERB
futech-623	155	28	moderate	moderate	ADJ
futech-623	155	29	positive	positive	ADJ
futech-623	155	30	selection	selection	NOUN
futech-623	155	31	that	that	PRON
futech-623	155	32	should	should	AUX
futech-623	155	33	be	be	AUX
futech-623	155	34	considered	consider	VERB
futech-623	155	35	when	when	SCONJ
futech-623	155	36	generalizing	generalize	VERB
futech-623	155	37	findings	finding	NOUN
futech-623	155	38	.	.	PUNCT
futech-623	156	1	post	post	ADJ
futech-623	156	2	-	-	ADJ
futech-623	156	3	hoc	hoc	ADJ
futech-623	156	4	sensitivity	sensitivity	NOUN
futech-623	156	5	analysis	analysis	NOUN
futech-623	156	6	indicated	indicate	VERB
futech-623	156	7	sufficient	sufficient	ADJ
futech-623	156	8	power	power	NOUN
futech-623	156	9	(	(	PUNCT
futech-623	156	10	.82	.82	NUM
futech-623	156	11	)	)	PUNCT
futech-623	156	12	to	to	PART
futech-623	156	13	detect	detect	VERB
futech-623	156	14	the	the	DET
futech-623	156	15	hypothesized	hypothesized	ADJ
futech-623	156	16	moderation	moderation	NOUN
futech-623	156	17	effect	effect	NOUN
futech-623	156	18	with	with	ADP
futech-623	156	19	our	our	PRON
futech-623	156	20	ultimate	ultimate	ADJ
futech-623	156	21	sample	sample	NOUN
futech-623	156	22	size	size	NOUN
futech-623	156	23	.	.	PUNCT
futech-623	157	1	universities	university	NOUN
futech-623	157	2	provided	provide	VERB
futech-623	157	3	ai	ai	VERB
futech-623	157	4	systems	system	NOUN
futech-623	157	5	for	for	ADP
futech-623	157	6	teaching	teaching	NOUN
futech-623	157	7	(	(	PUNCT
futech-623	157	8	intelligent	intelligent	ADJ
futech-623	157	9	lms	lm	NOUN
futech-623	157	10	,	,	PUNCT
futech-623	157	11	automated	automate	VERB
futech-623	157	12	assessment	assessment	NOUN
futech-623	157	13	,	,	PUNCT
futech-623	157	14	ai	ai	AUX
futech-623	157	15	writing	write	VERB
futech-623	157	16	assistants	assistant	NOUN
futech-623	157	17	)	)	PUNCT
futech-623	157	18	,	,	PUNCT
futech-623	157	19	research	research	NOUN
futech-623	157	20	(	(	PUNCT
futech-623	157	21	literature	literature	NOUN
futech-623	157	22	search	search	NOUN
futech-623	157	23	tools	tool	NOUN
futech-623	157	24	like	like	ADP
futech-623	157	25	connected	connected	ADJ
futech-623	157	26	papers	paper	NOUN
futech-623	157	27	,	,	PUNCT
futech-623	157	28	reference	reference	NOUN
futech-623	157	29	managers	manager	NOUN
futech-623	157	30	like	like	ADP
futech-623	157	31	zotero	zotero	PROPN
futech-623	157	32	)	)	PUNCT
futech-623	157	33	,	,	PUNCT
futech-623	157	34	and	and	CCONJ
futech-623	157	35	administration	administration	NOUN
futech-623	157	36	z.	z.	PROPN
futech-623	157	37	qian	qian	PROPN
futech-623	157	38	et	et	PROPN
futech-623	157	39	al	al	PROPN
futech-623	157	40	.	.	PROPN
futech-623	157	41	/future	/future	PUNCT
futech-623	157	42	technology	technology	PROPN
futech-623	157	43	february	february	PROPN
futech-623	157	44	2026|	2026|	NUM
futech-623	157	45	volume	volume	NOUN
futech-623	157	46	05	05	NUM
futech-623	158	1	|	|	ADV
futech-623	158	2	issue	issue	NOUN
futech-623	158	3	01	01	NUM
futech-623	159	1	|	|	ADV
futech-623	159	2	pages	page	VERB
futech-623	159	3	222	222	NUM
futech-623	159	4	-	-	SYM
futech-623	159	5	233	233	NUM
futech-623	159	6	226	226	NUM
futech-623	159	7	(	(	PUNCT
futech-623	159	8	scheduling	scheduling	NOUN
futech-623	159	9	,	,	PUNCT
futech-623	159	10	document	document	NOUN
futech-623	159	11	processing	processing	NOUN
futech-623	159	12	)	)	PUNCT
futech-623	159	13	.	.	PUNCT
futech-623	160	1	faculty	faculty	NOUN
futech-623	160	2	exposure	exposure	NOUN
futech-623	160	3	varied	vary	VERB
futech-623	160	4	by	by	ADP
futech-623	160	5	institution	institution	NOUN
futech-623	160	6	type	type	NOUN
futech-623	160	7	.	.	PUNCT
futech-623	161	1	table	table	NOUN
futech-623	161	2	1	1	NUM
futech-623	161	3	.	.	PUNCT
futech-623	162	1	sample	sample	NOUN
futech-623	162	2	characteristics	characteristic	NOUN
futech-623	162	3	(	(	PUNCT
futech-623	162	4	n=387	n=387	NOUN
futech-623	162	5	)	)	PUNCT
futech-623	162	6	3.3	3.3	NUM
futech-623	162	7	measures	measure	NOUN
futech-623	162	8	all	all	DET
futech-623	162	9	these	these	PRON
futech-623	162	10	were	be	AUX
futech-623	162	11	measured	measure	VERB
futech-623	162	12	using	use	VERB
futech-623	162	13	standardized	standardized	ADJ
futech-623	162	14	scales	scale	NOUN
futech-623	162	15	.	.	PUNCT
futech-623	163	1	items	item	NOUN
futech-623	163	2	were	be	AUX
futech-623	163	3	scored	score	VERB
futech-623	163	4	on	on	ADP
futech-623	163	5	7	7	NUM
futech-623	163	6	-	-	PUNCT
futech-623	163	7	point	point	NOUN
futech-623	163	8	likert	likert	ADJ
futech-623	163	9	-	-	PUNCT
futech-623	163	10	type	type	NOUN
futech-623	163	11	scales	scale	NOUN
futech-623	163	12	.	.	PUNCT
futech-623	164	1	questionnaires	questionnaire	NOUN
futech-623	164	2	were	be	AUX
futech-623	164	3	translated	translate	VERB
futech-623	164	4	into	into	ADP
futech-623	164	5	chinese	chinese	PROPN
futech-623	164	6	using	use	VERB
futech-623	164	7	standard	standard	ADJ
futech-623	164	8	translation	translation	NOUN
futech-623	164	9	-	-	PUNCT
futech-623	164	10	back	back	ADP
futech-623	164	11	-	-	PUNCT
futech-623	164	12	translation	translation	NOUN
futech-623	164	13	procedures	procedure	NOUN
futech-623	164	14	[	[	X
futech-623	164	15	24	24	NUM
futech-623	164	16	]	]	PUNCT
futech-623	164	17	.	.	PUNCT
futech-623	165	1	standard	standard	ADJ
futech-623	165	2	translation	translation	NOUN
futech-623	165	3	-	-	PUNCT
futech-623	165	4	back	back	NOUN
futech-623	165	5	-	-	PUNCT
futech-623	165	6	translation	translation	NOUN
futech-623	165	7	:	:	PUNCT
futech-623	165	8	two	two	NUM
futech-623	165	9	independent	independent	ADJ
futech-623	165	10	forward	forward	ADJ
futech-623	165	11	translations	translation	NOUN
futech-623	165	12	,	,	PUNCT
futech-623	165	13	expert	expert	NOUN
futech-623	165	14	synthesis	synthesis	NOUN
futech-623	165	15	,	,	PUNCT
futech-623	165	16	blind	blind	ADJ
futech-623	165	17	back	back	NOUN
futech-623	165	18	-	-	PUNCT
futech-623	165	19	translation	translation	NOUN
futech-623	165	20	,	,	PUNCT
futech-623	165	21	comparison	comparison	NOUN
futech-623	165	22	,	,	PUNCT
futech-623	165	23	and	and	CCONJ
futech-623	165	24	pilot	pilot	NOUN
futech-623	165	25	testing	testing	NOUN
futech-623	165	26	(	(	PUNCT
futech-623	165	27	n=10	n=10	NOUN
futech-623	165	28	bilingual	bilingual	ADJ
futech-623	165	29	faculty	faculty	NOUN
futech-623	165	30	)	)	PUNCT
futech-623	165	31	.	.	PUNCT
futech-623	166	1	aibased	aibase	VERB
futech-623	166	2	organizational	organizational	ADJ
futech-623	166	3	support	support	NOUN
futech-623	166	4	:	:	PUNCT
futech-623	166	5	a	a	DET
futech-623	166	6	9	9	NUM
futech-623	166	7	-	-	PUNCT
futech-623	166	8	item	item	NOUN
futech-623	166	9	multidimensional	multidimensional	ADJ
futech-623	166	10	scale	scale	NOUN
futech-623	166	11	originally	originally	ADV
futech-623	166	12	developed	develop	VERB
futech-623	166	13	by	by	ADP
futech-623	166	14	adapting	adapt	VERB
futech-623	166	15	items	item	NOUN
futech-623	166	16	from	from	ADP
futech-623	166	17	perceived	perceive	VERB
futech-623	166	18	organizational	organizational	ADJ
futech-623	166	19	support	support	NOUN
futech-623	166	20	scale	scale	NOUN
futech-623	166	21	and	and	CCONJ
futech-623	166	22	modified	modify	VERB
futech-623	166	23	for	for	ADP
futech-623	166	24	ai	ai	PRON
futech-623	166	25	context	context	NOUN
futech-623	166	26	by	by	ADP
futech-623	166	27	the	the	DET
futech-623	166	28	research	research	NOUN
futech-623	166	29	team	team	NOUN
futech-623	166	30	.	.	PUNCT
futech-623	167	1	the	the	DET
futech-623	167	2	scale	scale	NOUN
futech-623	167	3	measures	measure	NOUN
futech-623	167	4	teaching	teach	VERB
futech-623	167	5	support	support	NOUN
futech-623	167	6	(	(	PUNCT
futech-623	167	7	3	3	NUM
futech-623	167	8	items	item	NOUN
futech-623	167	9	,	,	PUNCT
futech-623	167	10	e.g.	e.g.	ADV
futech-623	167	11	,	,	PUNCT
futech-623	167	12	'	'	PUNCT
futech-623	167	13	ai	ai	AUX
futech-623	167	14	systems	system	NOUN
futech-623	167	15	help	help	VERB
futech-623	167	16	me	i	PRON
futech-623	167	17	design	design	VERB
futech-623	167	18	better	well	ADV
futech-623	167	19	learning	learn	VERB
futech-623	167	20	activities	activity	NOUN
futech-623	167	21	'	'	PUNCT
futech-623	167	22	)	)	PUNCT
futech-623	167	23	,	,	PUNCT
futech-623	167	24	research	research	NOUN
futech-623	167	25	support	support	NOUN
futech-623	167	26	(	(	PUNCT
futech-623	167	27	3	3	NUM
futech-623	167	28	items	item	NOUN
futech-623	167	29	,	,	PUNCT
futech-623	167	30	e.g.	e.g.	ADV
futech-623	167	31	,	,	PUNCT
futech-623	167	32	'	'	PUNCT
futech-623	167	33	ai	ai	VERB
futech-623	167	34	tools	tool	NOUN
futech-623	167	35	assist	assist	VERB
futech-623	167	36	me	i	PRON
futech-623	167	37	in	in	ADP
futech-623	167	38	literature	literature	NOUN
futech-623	167	39	review	review	NOUN
futech-623	167	40	and	and	CCONJ
futech-623	167	41	synthesis	synthesis	NOUN
futech-623	167	42	'	'	PUNCT
futech-623	167	43	)	)	PUNCT
futech-623	167	44	,	,	PUNCT
futech-623	167	45	and	and	CCONJ
futech-623	167	46	administrative	administrative	ADJ
futech-623	167	47	support	support	NOUN
futech-623	167	48	(	(	PUNCT
futech-623	167	49	3	3	NUM
futech-623	167	50	items	item	NOUN
futech-623	167	51	,	,	PUNCT
futech-623	167	52	e.g.	e.g.	ADV
futech-623	167	53	,	,	PUNCT
futech-623	167	54	'	'	PUNCT
futech-623	167	55	ai	ai	VERB
futech-623	167	56	systems	system	NOUN
futech-623	167	57	reduce	reduce	VERB
futech-623	167	58	time	time	NOUN
futech-623	167	59	spent	spend	VERB
futech-623	167	60	on	on	ADP
futech-623	167	61	administrative	administrative	ADJ
futech-623	167	62	tasks	task	NOUN
futech-623	167	63	'	'	PART
futech-623	167	64	)	)	PUNCT
futech-623	167	65	.	.	PUNCT
futech-623	168	1	overall	overall	ADJ
futech-623	168	2	α=0.91	α=0.91	PROPN
futech-623	168	3	,	,	PUNCT
futech-623	168	4	subscales	subscale	VERB
futech-623	168	5	αs=0.850.88	αs=0.850.88	PROPN
futech-623	168	6	.	.	PUNCT
futech-623	169	1	sample	sample	NOUN
futech-623	169	2	ai	ai	VERB
futech-623	169	3	support	support	NOUN
futech-623	169	4	scale	scale	NOUN
futech-623	169	5	items	item	NOUN
futech-623	169	6	specify	specify	VERB
futech-623	169	7	concrete	concrete	ADJ
futech-623	169	8	technologies	technology	NOUN
futech-623	169	9	to	to	PART
futech-623	169	10	enhance	enhance	VERB
futech-623	169	11	clarity	clarity	NOUN
futech-623	169	12	and	and	CCONJ
futech-623	169	13	anchoring	anchoring	NOUN
futech-623	169	14	.	.	PUNCT
futech-623	170	1	teaching	teach	VERB
futech-623	170	2	support	support	NOUN
futech-623	170	3	items	item	NOUN
futech-623	170	4	include	include	VERB
futech-623	170	5	'	'	PUNCT
futech-623	170	6	ai	ai	AUX
futech-623	170	7	-	-	PUNCT
futech-623	170	8	powered	power	VERB
futech-623	170	9	platforms	platform	NOUN
futech-623	170	10	like	like	ADP
futech-623	170	11	intelligent	intelligent	ADJ
futech-623	170	12	tutoring	tutoring	NOUN
futech-623	170	13	systems	system	NOUN
futech-623	170	14	help	help	VERB
futech-623	170	15	me	i	PRON
futech-623	170	16	provide	provide	VERB
futech-623	170	17	personalized	personalized	ADJ
futech-623	170	18	feedback	feedback	NOUN
futech-623	170	19	to	to	ADP
futech-623	170	20	students	student	NOUN
futech-623	170	21	,	,	PUNCT
futech-623	170	22	'	'	PUNCT
futech-623	170	23	'	'	PUNCT
futech-623	170	24	ai	ai	VERB
futech-623	170	25	content	content	NOUN
futech-623	170	26	generators	generator	NOUN
futech-623	170	27	(	(	PUNCT
futech-623	170	28	e.g.	e.g.	ADV
futech-623	170	29	,	,	PUNCT
futech-623	170	30	automated	automate	VERB
futech-623	170	31	quiz	quiz	NOUN
futech-623	170	32	creation	creation	NOUN
futech-623	170	33	tools	tool	NOUN
futech-623	170	34	)	)	PUNCT
futech-623	170	35	reduce	reduce	VERB
futech-623	170	36	my	my	PRON
futech-623	170	37	course	course	NOUN
futech-623	170	38	preparation	preparation	NOUN
futech-623	170	39	time	time	NOUN
futech-623	170	40	,	,	PUNCT
futech-623	170	41	'	'	PUNCT
futech-623	170	42	and	and	CCONJ
futech-623	170	43	'	'	PUNCT
futech-623	170	44	learning	learn	VERB
futech-623	170	45	management	management	NOUN
futech-623	170	46	systems	system	NOUN
futech-623	170	47	with	with	ADP
futech-623	170	48	ai	ai	ADJ
futech-623	170	49	recommendations	recommendation	NOUN
futech-623	170	50	improve	improve	VERB
futech-623	170	51	my	my	PRON
futech-623	170	52	course	course	NOUN
futech-623	170	53	design	design	NOUN
futech-623	170	54	.	.	PUNCT
futech-623	170	55	'	'	PUNCT
futech-623	171	1	research	research	NOUN
futech-623	171	2	support	support	NOUN
futech-623	171	3	items	item	NOUN
futech-623	171	4	encompass	encompass	VERB
futech-623	171	5	'	'	PUNCT
futech-623	171	6	ai	ai	VERB
futech-623	171	7	tools	tool	NOUN
futech-623	171	8	such	such	ADJ
futech-623	171	9	as	as	ADP
futech-623	171	10	chatgpt	chatgpt	NOUN
futech-623	171	11	,	,	PUNCT
futech-623	171	12	claude	claude	PROPN
futech-623	171	13	,	,	PUNCT
futech-623	171	14	or	or	CCONJ
futech-623	171	15	similar	similar	ADJ
futech-623	171	16	assistants	assistant	NOUN
futech-623	171	17	help	help	VERB
futech-623	171	18	me	i	PRON
futech-623	171	19	synthesize	synthesize	VERB
futech-623	171	20	research	research	NOUN
futech-623	171	21	literature	literature	NOUN
futech-623	171	22	,	,	PUNCT
futech-623	171	23	'	'	PUNCT
futech-623	171	24	'	'	PUNCT
futech-623	171	25	aienhanced	aienhance	VERB
futech-623	171	26	reference	reference	NOUN
futech-623	171	27	managers	manager	NOUN
futech-623	171	28	(	(	PUNCT
futech-623	171	29	e.g.	e.g.	ADV
futech-623	171	30	,	,	PUNCT
futech-623	171	31	zotero	zotero	PROPN
futech-623	171	32	with	with	ADP
futech-623	171	33	ml	ml	NOUN
futech-623	171	34	recommendations	recommendation	NOUN
futech-623	171	35	,	,	PUNCT
futech-623	171	36	connected	connected	ADJ
futech-623	171	37	papers	paper	NOUN
futech-623	171	38	,	,	PUNCT
futech-623	171	39	semantic	semantic	ADJ
futech-623	171	40	scholar	scholar	NOUN
futech-623	171	41	)	)	PUNCT
futech-623	171	42	improve	improve	VERB
futech-623	171	43	my	my	PRON
futech-623	171	44	literature	literature	NOUN
futech-623	171	45	organization	organization	NOUN
futech-623	171	46	,	,	PUNCT
futech-623	171	47	'	'	PUNCT
futech-623	171	48	and	and	CCONJ
futech-623	171	49	'	'	PUNCT
futech-623	171	50	ai	ai	AUX
futech-623	171	51	-	-	PUNCT
futech-623	171	52	powered	power	VERB
futech-623	171	53	data	datum	NOUN
futech-623	171	54	analysis	analysis	NOUN
futech-623	171	55	tools	tool	NOUN
futech-623	171	56	facilitate	facilitate	VERB
futech-623	171	57	my	my	PRON
futech-623	171	58	research	research	NOUN
futech-623	171	59	methodology	methodology	NOUN
futech-623	171	60	.	.	PUNCT
futech-623	171	61	'	'	PUNCT
futech-623	172	1	administrative	administrative	ADJ
futech-623	172	2	support	support	NOUN
futech-623	172	3	items	item	NOUN
futech-623	172	4	include	include	VERB
futech-623	172	5	'	'	PUNCT
futech-623	172	6	ai	ai	AUX
futech-623	172	7	scheduling	scheduling	NOUN
futech-623	172	8	systems	system	NOUN
futech-623	172	9	optimize	optimize	VERB
futech-623	172	10	my	my	PRON
futech-623	172	11	course	course	NOUN
futech-623	172	12	timetables	timetable	NOUN
futech-623	172	13	and	and	CCONJ
futech-623	172	14	office	office	NOUN
futech-623	172	15	hours	hour	NOUN
futech-623	172	16	,	,	PUNCT
futech-623	172	17	'	'	PUNCT
futech-623	172	18	'	'	PUNCT
futech-623	172	19	grammarly	grammarly	ADJ
futech-623	172	20	,	,	PUNCT
futech-623	172	21	wordtune	wordtune	NOUN
futech-623	172	22	,	,	PUNCT
futech-623	172	23	or	or	CCONJ
futech-623	172	24	similar	similar	ADJ
futech-623	172	25	ai	ai	AUX
futech-623	172	26	writing	write	VERB
futech-623	172	27	assistants	assistant	NOUN
futech-623	172	28	help	help	VERB
futech-623	172	29	me	i	PRON
futech-623	172	30	draft	draft	VERB
futech-623	172	31	professional	professional	ADJ
futech-623	172	32	communications	communication	NOUN
futech-623	172	33	efficiently	efficiently	ADV
futech-623	172	34	,	,	PUNCT
futech-623	172	35	'	'	PUNCT
futech-623	172	36	and	and	CCONJ
futech-623	172	37	'	'	PUNCT
futech-623	172	38	ai	ai	AUX
futech-623	172	39	-	-	PUNCT
futech-623	172	40	powered	power	VERB
futech-623	172	41	document	document	NOUN
futech-623	172	42	processing	processing	NOUN
futech-623	172	43	reduces	reduce	VERB
futech-623	172	44	time	time	NOUN
futech-623	172	45	on	on	ADP
futech-623	172	46	routine	routine	ADJ
futech-623	172	47	administrative	administrative	ADJ
futech-623	172	48	paperwork	paperwork	NOUN
futech-623	172	49	.	.	PUNCT
futech-623	172	50	'	'	PUNCT
futech-623	173	1	items	item	NOUN
futech-623	173	2	anchor	anchor	VERB
futech-623	173	3	perceptions	perception	NOUN
futech-623	173	4	to	to	ADP
futech-623	173	5	concrete	concrete	ADJ
futech-623	173	6	technologies	technology	NOUN
futech-623	173	7	.	.	PUNCT
futech-623	174	1	our	our	PRON
futech-623	174	2	march	march	PROPN
futech-623	174	3	-	-	PUNCT
futech-623	174	4	may	may	PROPN
futech-623	174	5	2024	2024	NUM
futech-623	174	6	data	datum	NOUN
futech-623	174	7	captured	capture	VERB
futech-623	174	8	early	early	ADJ
futech-623	174	9	post	post	ADJ
futech-623	174	10	-	-	ADJ
futech-623	174	11	chatgpt	chatgpt	ADJ
futech-623	174	12	adoption	adoption	NOUN
futech-623	174	13	,	,	PUNCT
futech-623	174	14	when	when	SCONJ
futech-623	174	15	generative	generative	ADJ
futech-623	174	16	ai	ai	AUX
futech-623	174	17	shifted	shift	VERB
futech-623	174	18	from	from	ADP
futech-623	174	19	specialized	specialize	VERB
futech-623	174	20	to	to	ADP
futech-623	174	21	ubiquitous	ubiquitous	ADJ
futech-623	174	22	tools	tool	NOUN
futech-623	174	23	.	.	PUNCT
futech-623	175	1	findings	finding	NOUN
futech-623	175	2	reflect	reflect	AUX
futech-623	175	3	ai	ai	VERB
futech-623	175	4	as	as	ADP
futech-623	175	5	supplementary	supplementary	ADJ
futech-623	175	6	productivity	productivity	NOUN
futech-623	175	7	tool	tool	NOUN
futech-623	175	8	in	in	ADP
futech-623	175	9	early	early	ADJ
futech-623	175	10	adoption	adoption	NOUN
futech-623	175	11	phase	phase	NOUN
futech-623	175	12	.	.	PUNCT
futech-623	176	1	as	as	SCONJ
futech-623	176	2	ai	ai	VERB
futech-623	176	3	capabilities	capability	NOUN
futech-623	176	4	expand	expand	VERB
futech-623	176	5	toward	toward	ADP
futech-623	176	6	autonomous	autonomous	ADJ
futech-623	176	7	analysis	analysis	NOUN
futech-623	176	8	(	(	PUNCT
futech-623	176	9	post-2024	post-2024	NOUN
futech-623	176	10	)	)	PUNCT
futech-623	176	11	,	,	PUNCT
futech-623	176	12	updated	update	VERB
futech-623	176	13	measurements	measurement	NOUN
futech-623	176	14	will	will	AUX
futech-623	176	15	be	be	AUX
futech-623	176	16	needed	need	VERB
futech-623	176	17	to	to	PART
futech-623	176	18	capture	capture	VERB
futech-623	176	19	evolving	evolve	VERB
futech-623	176	20	faculty	faculty	NOUN
futech-623	176	21	-	-	PUNCT
futech-623	176	22	ai	ai	NOUN
futech-623	176	23	interaction	interaction	NOUN
futech-623	176	24	patterns	pattern	NOUN
futech-623	176	25	.	.	PUNCT
futech-623	177	1	digital	digital	ADJ
futech-623	177	2	literacy	literacy	NOUN
futech-623	177	3	was	be	AUX
futech-623	177	4	measured	measure	VERB
futech-623	177	5	with	with	ADP
futech-623	177	6	4	4	NUM
futech-623	177	7	items	item	NOUN
futech-623	177	8	adapted	adapt	VERB
futech-623	177	9	from	from	ADP
futech-623	177	10	ng	ng	PROPN
futech-623	178	1	[	[	X
futech-623	178	2	12	12	NUM
futech-623	178	3	]	]	X
futech-623	178	4	:	:	PUNCT
futech-623	178	5	•	•	ADP
futech-623	178	6	'	'	PUNCT
futech-623	178	7	i	i	PRON
futech-623	178	8	can	can	AUX
futech-623	178	9	effectively	effectively	ADV
futech-623	178	10	use	use	VERB
futech-623	178	11	digital	digital	ADJ
futech-623	178	12	technologies	technology	NOUN
futech-623	178	13	for	for	ADP
futech-623	178	14	teaching	teaching	NOUN
futech-623	178	15	and	and	CCONJ
futech-623	178	16	research	research	NOUN
futech-623	178	17	'	'	PUNCT
futech-623	178	18	(	(	PUNCT
futech-623	178	19	technical	technical	ADJ
futech-623	178	20	competence	competence	NOUN
futech-623	178	21	)	)	PUNCT
futech-623	178	22	•	•	NUM
futech-623	179	1	'	'	PUNCT
futech-623	179	2	i	i	PRON
futech-623	179	3	can	can	AUX
futech-623	179	4	troubleshoot	troubleshoot	VERB
futech-623	179	5	common	common	ADJ
futech-623	179	6	technical	technical	ADJ
futech-623	179	7	problems	problem	NOUN
futech-623	179	8	independently	independently	ADV
futech-623	179	9	'	'	PUNCT
futech-623	179	10	(	(	PUNCT
futech-623	179	11	technical	technical	ADJ
futech-623	179	12	competence	competence	NOUN
futech-623	179	13	)	)	PUNCT
futech-623	179	14	•	•	NUM
futech-623	179	15	'	'	PUNCT
futech-623	179	16	i	i	PRON
futech-623	179	17	feel	feel	VERB
futech-623	179	18	confident	confident	ADJ
futech-623	179	19	learning	learn	VERB
futech-623	179	20	new	new	ADJ
futech-623	179	21	digital	digital	ADJ
futech-623	179	22	tools	tool	NOUN
futech-623	179	23	'	'	PART
futech-623	179	24	(	(	PUNCT
futech-623	179	25	self	self	NOUN
futech-623	179	26	-	-	PUNCT
futech-623	179	27	efficacy	efficacy	NOUN
futech-623	179	28	)	)	PUNCT
futech-623	179	29	•	•	ADP
futech-623	180	1	'	'	PUNCT
futech-623	180	2	i	i	PRON
futech-623	180	3	am	be	AUX
futech-623	180	4	comfortable	comfortable	ADJ
futech-623	180	5	integrating	integrate	VERB
futech-623	180	6	emerging	emerge	VERB
futech-623	180	7	technologies	technology	NOUN
futech-623	180	8	into	into	ADP
futech-623	180	9	my	my	PRON
futech-623	180	10	work	work	NOUN
futech-623	180	11	'	'	PUNCT
futech-623	180	12	(	(	PUNCT
futech-623	180	13	self	self	NOUN
futech-623	180	14	-	-	PUNCT
futech-623	180	15	efficacy	efficacy	NOUN
futech-623	180	16	)	)	PUNCT
futech-623	180	17	all	all	DET
futech-623	180	18	items	item	NOUN
futech-623	180	19	used	use	VERB
futech-623	180	20	7	7	NUM
futech-623	180	21	-	-	PUNCT
futech-623	180	22	point	point	NOUN
futech-623	180	23	likert	likert	NOUN
futech-623	180	24	scales	scale	NOUN
futech-623	180	25	(	(	PUNCT
futech-623	180	26	1	1	NUM
futech-623	180	27	=	=	PRON
futech-623	180	28	strongly	strongly	ADV
futech-623	180	29	disagree	disagree	VERB
futech-623	180	30	,	,	PUNCT
futech-623	180	31	7	7	NUM
futech-623	180	32	=	=	PRON
futech-623	180	33	strongly	strongly	ADV
futech-623	180	34	agree	agree	VERB
futech-623	180	35	)	)	PUNCT
futech-623	180	36	.	.	PUNCT
futech-623	181	1	α=0.86	α=0.86	NOUN
futech-623	181	2	.	.	PUNCT
futech-623	182	1	work	work	NOUN
futech-623	182	2	engagement	engagement	NOUN
futech-623	182	3	:	:	PUNCT
futech-623	182	4	utrecht	utrecht	PROPN
futech-623	182	5	work	work	PROPN
futech-623	182	6	engagement	engagement	NOUN
futech-623	182	7	scale	scale	NOUN
futech-623	182	8	(	(	PUNCT
futech-623	182	9	uwes9	uwes9	NOUN
futech-623	182	10	)	)	PUNCT
futech-623	182	11	developed	develop	VERB
futech-623	182	12	by	by	ADP
futech-623	182	13	schaufeli	schaufeli	PROPN
futech-623	182	14	et	et	PROPN
futech-623	182	15	al	al	PROPN
futech-623	182	16	.	.	PROPN
futech-623	182	17	(	(	PUNCT
futech-623	182	18	2006	2006	NUM
futech-623	182	19	)	)	PUNCT
futech-623	182	20	,	,	PUNCT
futech-623	182	21	measuring	measure	VERB
futech-623	182	22	vigor	vigor	NOUN
futech-623	182	23	(	(	PUNCT
futech-623	182	24	3	3	NUM
futech-623	182	25	items	item	NOUN
futech-623	182	26	,	,	PUNCT
futech-623	182	27	e.g.	e.g.	ADV
futech-623	182	28	,	,	PUNCT
futech-623	182	29	'	'	PUNCT
futech-623	182	30	at	at	ADP
futech-623	182	31	my	my	PRON
futech-623	182	32	work	work	NOUN
futech-623	182	33	,	,	PUNCT
futech-623	182	34	i	i	PRON
futech-623	182	35	feel	feel	VERB
futech-623	182	36	bursting	burst	VERB
futech-623	182	37	with	with	ADP
futech-623	182	38	energy	energy	NOUN
futech-623	182	39	'	'	PUNCT
futech-623	182	40	)	)	PUNCT
futech-623	182	41	,	,	PUNCT
futech-623	182	42	dedication	dedication	NOUN
futech-623	182	43	(	(	PUNCT
futech-623	182	44	3	3	NUM
futech-623	182	45	items	item	NOUN
futech-623	182	46	,	,	PUNCT
futech-623	182	47	e.g.	e.g.	ADV
futech-623	182	48	,	,	PUNCT
futech-623	182	49	'	'	PUNCT
futech-623	182	50	i	i	PRON
futech-623	182	51	am	be	AUX
futech-623	182	52	enthusiastic	enthusiastic	ADJ
futech-623	182	53	about	about	ADP
futech-623	182	54	my	my	PRON
futech-623	182	55	job	job	NOUN
futech-623	182	56	'	'	PUNCT
futech-623	182	57	)	)	PUNCT
futech-623	182	58	,	,	PUNCT
futech-623	182	59	and	and	CCONJ
futech-623	182	60	absorption	absorption	NOUN
futech-623	182	61	(	(	PUNCT
futech-623	182	62	3	3	NUM
futech-623	182	63	items	item	NOUN
futech-623	182	64	,	,	PUNCT
futech-623	182	65	e.g.	e.g.	ADV
futech-623	182	66	,	,	PUNCT
futech-623	182	67	'	'	PUNCT
futech-623	182	68	i	i	PRON
futech-623	182	69	feel	feel	VERB
futech-623	182	70	happy	happy	ADJ
futech-623	182	71	when	when	SCONJ
futech-623	182	72	i	i	PRON
futech-623	182	73	am	be	AUX
futech-623	182	74	working	work	VERB
futech-623	182	75	intensely	intensely	ADV
futech-623	182	76	'	'	PUNCT
futech-623	182	77	)	)	PUNCT
futech-623	182	78	.	.	PUNCT
futech-623	183	1	composite	composite	ADJ
futech-623	183	2	α=0.93	α=0.93	PROPN
futech-623	183	3	,	,	PUNCT
futech-623	183	4	subscale	subscale	ADJ
futech-623	183	5	αs	αs	ADJ
futech-623	183	6	:	:	PUNCT
futech-623	183	7	vigor=.88	vigor=.88	PROPN
futech-623	183	8	,	,	PUNCT
futech-623	183	9	dedication=0.90	dedication=0.90	NOUN
futech-623	183	10	,	,	PUNCT
futech-623	183	11	absorption=0.87	absorption=0.87	PROPN
futech-623	183	12	.	.	PUNCT
futech-623	184	1	control	control	NOUN
futech-623	184	2	variables	variable	NOUN
futech-623	184	3	:	:	PUNCT
futech-623	184	4	we	we	PRON
futech-623	184	5	included	include	VERB
futech-623	184	6	five	five	NUM
futech-623	184	7	demographic	demographic	ADJ
futech-623	184	8	controls	control	NOUN
futech-623	184	9	based	base	VERB
futech-623	184	10	on	on	ADP
futech-623	184	11	prior	prior	ADJ
futech-623	184	12	research	research	NOUN
futech-623	184	13	linking	link	VERB
futech-623	184	14	these	these	DET
futech-623	184	15	characteristics	characteristic	NOUN
futech-623	184	16	to	to	ADP
futech-623	184	17	technology	technology	NOUN
futech-623	184	18	adoption	adoption	NOUN
futech-623	184	19	and	and	CCONJ
futech-623	184	20	work	work	NOUN
futech-623	184	21	engagement	engagement	NOUN
futech-623	184	22	.	.	PUNCT
futech-623	185	1	gender	gender	NOUN
futech-623	185	2	was	be	AUX
futech-623	185	3	controlled	control	VERB
futech-623	185	4	because	because	SCONJ
futech-623	185	5	meta	meta	ADJ
futech-623	185	6	-	-	PUNCT
futech-623	185	7	analytic	analytic	ADJ
futech-623	185	8	evidence	evidence	NOUN
futech-623	185	9	demonstrates	demonstrate	VERB
futech-623	185	10	that	that	SCONJ
futech-623	185	11	males	male	NOUN
futech-623	185	12	report	report	VERB
futech-623	185	13	slightly	slightly	ADV
futech-623	185	14	higher	high	ADJ
futech-623	185	15	technology	technology	NOUN
futech-623	185	16	self	self	NOUN
futech-623	185	17	-	-	PUNCT
futech-623	185	18	efficacy	efficacy	NOUN
futech-623	185	19	and	and	CCONJ
futech-623	185	20	more	more	ADV
futech-623	185	21	favorable	favorable	ADJ
futech-623	185	22	attitudes	attitude	NOUN
futech-623	185	23	toward	toward	ADP
futech-623	185	24	technology	technology	NOUN
futech-623	185	25	use	use	NOUN
futech-623	185	26	than	than	ADP
futech-623	185	27	females	female	NOUN
futech-623	185	28	,	,	PUNCT
futech-623	185	29	although	although	SCONJ
futech-623	185	30	these	these	DET
futech-623	185	31	differences	difference	NOUN
futech-623	185	32	are	be	AUX
futech-623	185	33	characterized	characterize	VERB
futech-623	185	34	as	as	ADP
futech-623	185	35	small	small	ADJ
futech-623	185	36	effect	effect	NOUN
futech-623	185	37	sizes	size	NOUN
futech-623	186	1	[	[	X
futech-623	186	2	25	25	NUM
futech-623	186	3	]	]	PUNCT
futech-623	186	4	.	.	PUNCT
futech-623	187	1	age	age	NOUN
futech-623	187	2	was	be	AUX
futech-623	187	3	included	include	VERB
futech-623	187	4	as	as	SCONJ
futech-623	187	5	younger	young	ADJ
futech-623	187	6	workers	worker	NOUN
futech-623	187	7	'	'	PART
futech-623	187	8	technology	technology	NOUN
futech-623	187	9	usage	usage	NOUN
futech-623	187	10	decisions	decision	NOUN
futech-623	187	11	are	be	AUX
futech-623	187	12	more	more	ADV
futech-623	187	13	strongly	strongly	ADV
futech-623	187	14	influenced	influence	VERB
futech-623	187	15	by	by	ADP
futech-623	187	16	attitude	attitude	NOUN
futech-623	187	17	toward	toward	ADP
futech-623	187	18	using	use	VERB
futech-623	187	19	technology	technology	NOUN
futech-623	187	20	,	,	PUNCT
futech-623	187	21	while	while	SCONJ
futech-623	187	22	older	old	ADJ
futech-623	187	23	workers	worker	NOUN
futech-623	187	24	are	be	AUX
futech-623	187	25	more	more	ADV
futech-623	187	26	influenced	influence	VERB
futech-623	187	27	by	by	ADP
futech-623	187	28	subjective	subjective	ADJ
futech-623	187	29	norms	norm	NOUN
futech-623	187	30	and	and	CCONJ
futech-623	187	31	perceived	perceive	VERB
futech-623	187	32	behavioral	behavioral	ADJ
futech-623	187	33	control	control	NOUN
futech-623	188	1	[	[	X
futech-623	188	2	26	26	NUM
futech-623	188	3	]	]	PUNCT
futech-623	188	4	.	.	PUNCT
futech-623	189	1	teaching	teaching	NOUN
futech-623	189	2	experience	experience	NOUN
futech-623	189	3	was	be	AUX
futech-623	189	4	controlled	control	VERB
futech-623	189	5	because	because	SCONJ
futech-623	189	6	veteran	veteran	ADJ
futech-623	189	7	faculty	faculty	NOUN
futech-623	189	8	may	may	AUX
futech-623	189	9	exhibit	exhibit	VERB
futech-623	189	10	different	different	ADJ
futech-623	189	11	engagement	engagement	NOUN
futech-623	189	12	patterns	pattern	NOUN
futech-623	189	13	and	and	CCONJ
futech-623	189	14	technology	technology	NOUN
futech-623	189	15	resistance	resistance	NOUN
futech-623	189	16	compared	compare	VERB
futech-623	189	17	to	to	ADP
futech-623	189	18	novice	novice	NOUN
futech-623	189	19	faculty	faculty	NOUN
futech-623	189	20	,	,	PUNCT
futech-623	189	21	reflecting	reflect	VERB
futech-623	189	22	accumulated	accumulate	VERB
futech-623	189	23	work	work	NOUN
futech-623	189	24	habits	habit	NOUN
futech-623	189	25	and	and	CCONJ
futech-623	189	26	established	establish	VERB
futech-623	189	27	pedagogical	pedagogical	ADJ
futech-623	189	28	approaches	approach	NOUN
futech-623	189	29	.	.	PUNCT
futech-623	190	1	academic	academic	ADJ
futech-623	190	2	rank	rank	NOUN
futech-623	190	3	was	be	AUX
futech-623	190	4	included	include	VERB
futech-623	190	5	as	as	SCONJ
futech-623	190	6	seniority	seniority	NOUN
futech-623	190	7	correlates	correlate	VERB
futech-623	190	8	with	with	ADP
futech-623	190	9	work	work	NOUN
futech-623	190	10	engagement	engagement	NOUN
futech-623	190	11	,	,	PUNCT
futech-623	190	12	autonomy	autonomy	NOUN
futech-623	190	13	,	,	PUNCT
futech-623	190	14	and	and	CCONJ
futech-623	190	15	resource	resource	NOUN
futech-623	190	16	access	access	NOUN
futech-623	190	17	in	in	ADP
futech-623	190	18	academic	academic	ADJ
futech-623	190	19	settings	setting	NOUN
futech-623	190	20	,	,	PUNCT
futech-623	190	21	with	with	ADP
futech-623	190	22	senior	senior	ADJ
futech-623	190	23	faculty	faculty	NOUN
futech-623	190	24	often	often	ADV
futech-623	190	25	having	have	VERB
futech-623	190	26	greater	great	ADJ
futech-623	190	27	discretion	discretion	NOUN
futech-623	190	28	in	in	ADP
futech-623	190	29	technology	technology	NOUN
futech-623	190	30	adoption	adoption	NOUN
futech-623	190	31	decisions	decision	NOUN
futech-623	190	32	.	.	PUNCT
futech-623	191	1	discipline	discipline	NOUN
futech-623	191	2	was	be	AUX
futech-623	191	3	controlled	control	VERB
futech-623	191	4	because	because	SCONJ
futech-623	191	5	stem	stem	NOUN
futech-623	191	6	faculty	faculty	NOUN
futech-623	191	7	consistently	consistently	ADV
futech-623	191	8	demonstrate	demonstrate	VERB
futech-623	191	9	higher	high	ADJ
futech-623	191	10	digital	digital	ADJ
futech-623	191	11	literacy	literacy	NOUN
futech-623	191	12	and	and	CCONJ
futech-623	191	13	technology	technology	NOUN
futech-623	191	14	integration	integration	NOUN
futech-623	191	15	rates	rate	NOUN
futech-623	191	16	compared	compare	VERB
futech-623	191	17	to	to	ADP
futech-623	191	18	humanities	humanity	NOUN
futech-623	191	19	and	and	CCONJ
futech-623	191	20	social	social	ADJ
futech-623	191	21	science	science	NOUN
futech-623	191	22	faculty	faculty	NOUN
futech-623	191	23	,	,	PUNCT
futech-623	191	24	reflecting	reflect	VERB
futech-623	191	25	differences	difference	NOUN
futech-623	191	26	in	in	ADP
futech-623	191	27	disciplinary	disciplinary	ADJ
futech-623	191	28	norms	norm	NOUN
futech-623	191	29	and	and	CCONJ
futech-623	191	30	technology	technology	NOUN
futech-623	191	31	exposure	exposure	NOUN
futech-623	191	32	.	.	PUNCT
futech-623	192	1	scale	scale	NOUN
futech-623	192	2	validation	validation	NOUN
futech-623	192	3	methods	method	NOUN
futech-623	192	4	went	go	VERB
futech-623	192	5	beyond	beyond	ADP
futech-623	192	6	reliability	reliability	NOUN
futech-623	192	7	measurement	measurement	NOUN
futech-623	192	8	.	.	PUNCT
futech-623	193	1	for	for	ADP
futech-623	193	2	ai	ai	ADV
futech-623	193	3	-	-	PUNCT
futech-623	193	4	based	base	VERB
futech-623	193	5	organizational	organizational	ADJ
futech-623	193	6	support	support	NOUN
futech-623	193	7	scale	scale	NOUN
futech-623	193	8	adapted	adapt	VERB
futech-623	193	9	for	for	ADP
futech-623	193	10	a	a	DET
futech-623	193	11	university	university	NOUN
futech-623	193	12	context	context	NOUN
futech-623	193	13	,	,	PUNCT
futech-623	193	14	we	we	PRON
futech-623	193	15	first	first	ADV
futech-623	193	16	did	do	VERB
futech-623	193	17	exploratory	exploratory	ADJ
futech-623	193	18	factor	factor	NOUN
futech-623	193	19	analysis	analysis	NOUN
futech-623	193	20	with	with	ADP
futech-623	193	21	pilot	pilot	NOUN
futech-623	193	22	sample	sample	NOUN
futech-623	193	23	(	(	PUNCT
futech-623	193	24	n=30	n=30	PROPN
futech-623	193	25	)	)	PUNCT
futech-623	193	26	and	and	CCONJ
futech-623	193	27	then	then	ADV
futech-623	193	28	confirmed	confirm	VERB
futech-623	193	29	it	it	PRON
futech-623	193	30	using	use	VERB
futech-623	193	31	confirmatory	confirmatory	ADJ
futech-623	193	32	factor	factor	NOUN
futech-623	193	33	analysis	analysis	NOUN
futech-623	193	34	with	with	ADP
futech-623	193	35	the	the	DET
futech-623	193	36	entire	entire	ADJ
futech-623	193	37	sample	sample	NOUN
futech-623	193	38	.	.	PUNCT
futech-623	194	1	the	the	DET
futech-623	194	2	three	three	NUM
futech-623	194	3	-	-	PUNCT
futech-623	194	4	factor	factor	NOUN
futech-623	194	5	solution	solution	NOUN
futech-623	194	6	(	(	PUNCT
futech-623	194	7	teaching	teaching	NOUN
futech-623	194	8	,	,	PUNCT
futech-623	194	9	research	research	NOUN
futech-623	194	10	,	,	PUNCT
futech-623	194	11	administrative	administrative	ADJ
futech-623	194	12	support	support	NOUN
futech-623	194	13	)	)	PUNCT
futech-623	194	14	was	be	AUX
futech-623	194	15	found	find	VERB
futech-623	194	16	to	to	PART
futech-623	194	17	have	have	VERB
futech-623	194	18	satisfactory	satisfactory	ADJ
futech-623	194	19	fit	fit	ADJ
futech-623	194	20	variable	variable	ADJ
futech-623	194	21	n	n	CCONJ
futech-623	194	22	%	%	NOUN
futech-623	194	23	m(sd	m(sd	NOUN
futech-623	194	24	)	)	PUNCT
futech-623	194	25	gender	gender	NOUN
futech-623	194	26	male	male	NOUN
futech-623	194	27	198	198	NUM
futech-623	194	28	51.2	51.2	NUM
futech-623	194	29	female	female	ADJ
futech-623	194	30	189	189	NUM
futech-623	194	31	48.8	48.8	NUM
futech-623	194	32	age	age	NOUN
futech-623	194	33	(	(	PUNCT
futech-623	194	34	years	year	NOUN
futech-623	194	35	)	)	PUNCT
futech-623	194	36	387	387	NUM
futech-623	194	37	41.3	41.3	NUM
futech-623	194	38	(	(	PUNCT
futech-623	194	39	8.7	8.7	NUM
futech-623	194	40	)	)	PUNCT
futech-623	194	41	25	25	NUM
futech-623	194	42	-	-	SYM
futech-623	194	43	35	35	NUM
futech-623	194	44	98	98	NUM
futech-623	194	45	25.3	25.3	NUM
futech-623	194	46	36	36	NUM
futech-623	194	47	-	-	SYM
futech-623	194	48	45	45	NUM
futech-623	194	49	176	176	NUM
futech-623	194	50	45.5	45.5	NUM
futech-623	194	51	46	46	NUM
futech-623	194	52	-	-	SYM
futech-623	194	53	55	55	NUM
futech-623	194	54	89	89	NUM
futech-623	194	55	23.0	23.0	NUM
futech-623	194	56	56	56	NUM
futech-623	194	57	+	+	NUM
futech-623	194	58	24	24	NUM
futech-623	194	59	6.2	6.2	NUM
futech-623	194	60	teaching	teaching	NOUN
futech-623	194	61	experience	experience	NOUN
futech-623	194	62	(	(	PUNCT
futech-623	194	63	years	year	NOUN
futech-623	194	64	)	)	PUNCT
futech-623	194	65	387	387	NUM
futech-623	194	66	12.6	12.6	NUM
futech-623	194	67	(	(	PUNCT
futech-623	194	68	7.9	7.9	NUM
futech-623	194	69	)	)	PUNCT
futech-623	194	70	1	1	NUM
futech-623	194	71	-	-	SYM
futech-623	194	72	5	5	NUM
futech-623	194	73	years	year	NOUN
futech-623	194	74	124	124	NUM
futech-623	194	75	32.0	32.0	NUM
futech-623	194	76	6	6	NUM
futech-623	194	77	-	-	SYM
futech-623	194	78	10	10	NUM
futech-623	194	79	years	year	NOUN
futech-623	194	80	98	98	NUM
futech-623	194	81	25.3	25.3	NUM
futech-623	194	82	11	11	NUM
futech-623	194	83	-	-	SYM
futech-623	194	84	20	20	NUM
futech-623	194	85	years	year	NOUN
futech-623	194	86	132	132	NUM
futech-623	194	87	34.1	34.1	NUM
futech-623	194	88	20	20	NUM
futech-623	194	89	+	+	NUM
futech-623	194	90	years	year	NOUN
futech-623	194	91	33	33	NUM
futech-623	194	92	8.5	8.5	NUM
futech-623	194	93	academic	academic	ADJ
futech-623	194	94	rank	rank	NOUN
futech-623	194	95	lecturer	lecturer	NOUN
futech-623	194	96	89	89	NUM
futech-623	194	97	23.0	23.0	NUM
futech-623	194	98	assistant	assistant	NOUN
futech-623	194	99	professor	professor	NOUN
futech-623	194	100	126	126	NUM
futech-623	194	101	32.6	32.6	NUM
futech-623	194	102	associate	associate	NOUN
futech-623	194	103	professor	professor	NOUN
futech-623	194	104	121	121	NUM
futech-623	194	105	31.3	31.3	NUM
futech-623	194	106	full	full	ADJ
futech-623	194	107	professor	professor	NOUN
futech-623	194	108	51	51	NUM
futech-623	194	109	13.2	13.2	NUM
futech-623	194	110	discipline	discipline	NOUN
futech-623	194	111	stem	stem	VERB
futech-623	194	112	186	186	NUM
futech-623	194	113	48.1	48.1	NUM
futech-623	194	114	social	social	ADJ
futech-623	194	115	sciences	science	NOUN
futech-623	194	116	98	98	NUM
futech-623	194	117	25.3	25.3	NUM
futech-623	194	118	humanities	humanity	NOUN
futech-623	194	119	76	76	NUM
futech-623	194	120	19.6	19.6	NUM
futech-623	194	121	other	other	ADJ
futech-623	194	122	27	27	NUM
futech-623	194	123	7.0	7.0	NUM
futech-623	194	124	university	university	NOUN
futech-623	194	125	type	type	NOUN
futech-623	194	126	research	research	NOUN
futech-623	194	127	university	university	NOUN
futech-623	194	128	213	213	NUM
futech-623	194	129	55.0	55.0	NUM
futech-623	194	130	teaching	teaching	NOUN
futech-623	194	131	university	university	NOUN
futech-623	195	1	174	174	NUM
futech-623	195	2	45.0	45.0	NUM
futech-623	195	3	z.	z.	PROPN
futech-623	195	4	qian	qian	PROPN
futech-623	195	5	et	et	PROPN
futech-623	195	6	al	al	PROPN
futech-623	195	7	.	.	PROPN
futech-623	195	8	/future	/future	PUNCT
futech-623	195	9	technology	technology	PROPN
futech-623	195	10	february	february	PROPN
futech-623	195	11	2026|	2026|	NUM
futech-623	195	12	volume	volume	NOUN
futech-623	195	13	05	05	NUM
futech-623	196	1	|	|	ADV
futech-623	196	2	issue	issue	NOUN
futech-623	196	3	01	01	NUM
futech-623	197	1	|	|	ADV
futech-623	197	2	pages	page	VERB
futech-623	197	3	222	222	NUM
futech-623	197	4	-	-	SYM
futech-623	197	5	233	233	NUM
futech-623	197	6	227	227	NUM
futech-623	197	7	(	(	PUNCT
futech-623	197	8	χ²/df	χ²/df	NOUN
futech-623	197	9	=	=	NOUN
futech-623	197	10	2.31	2.31	NUM
futech-623	197	11	,	,	PUNCT
futech-623	197	12	cfi	cfi	NOUN
futech-623	197	13	=	=	SYM
futech-623	197	14	.95	.95	PROPN
futech-623	197	15	,	,	PUNCT
futech-623	197	16	tli	tli	X
futech-623	197	17	=	=	SYM
futech-623	197	18	0.94	0.94	NUM
futech-623	197	19	,	,	PUNCT
futech-623	197	20	rmsea	rmsea	NOUN
futech-623	197	21	=	=	SYM
futech-623	197	22	0.058	0.058	NUM
futech-623	197	23	,	,	PUNCT
futech-623	197	24	srmr	srmr	VERB
futech-623	197	25	=	=	NOUN
futech-623	197	26	0.045	0.045	NUM
futech-623	197	27	)	)	PUNCT
futech-623	197	28	.	.	PUNCT
futech-623	198	1	3.4	3.4	NUM
futech-623	198	2	data	datum	NOUN
futech-623	198	3	analysis	analysis	NOUN
futech-623	198	4	data	datum	NOUN
futech-623	198	5	analysis	analysis	NOUN
futech-623	198	6	involved	involve	VERB
futech-623	198	7	five	five	NUM
futech-623	198	8	steps	step	NOUN
futech-623	198	9	.	.	PUNCT
futech-623	199	1	we	we	PRON
futech-623	199	2	first	first	ADV
futech-623	199	3	screened	screen	VERB
futech-623	199	4	for	for	ADP
futech-623	199	5	data	datum	NOUN
futech-623	199	6	quality	quality	NOUN
futech-623	199	7	and	and	CCONJ
futech-623	199	8	identified	identify	VERB
futech-623	199	9	missing	missing	ADJ
futech-623	199	10	-	-	PUNCT
futech-623	199	11	data	datum	NOUN
futech-623	199	12	patterns	pattern	NOUN
futech-623	199	13	.	.	PUNCT
futech-623	200	1	second	second	ADJ
futech-623	200	2	,	,	PUNCT
futech-623	200	3	we	we	PRON
futech-623	200	4	computed	compute	VERB
futech-623	200	5	descriptive	descriptive	ADJ
futech-623	200	6	statistics	statistic	NOUN
futech-623	200	7	.	.	PUNCT
futech-623	201	1	third	third	ADV
futech-623	201	2	,	,	PUNCT
futech-623	201	3	we	we	PRON
futech-623	201	4	did	do	VERB
futech-623	201	5	confirmatory	confirmatory	ADJ
futech-623	201	6	factor	factor	NOUN
futech-623	201	7	analysis	analysis	NOUN
futech-623	201	8	.	.	PUNCT
futech-623	202	1	fourth	fourth	ADJ
futech-623	202	2	,	,	PUNCT
futech-623	202	3	we	we	PRON
futech-623	202	4	assessed	assess	VERB
futech-623	202	5	common	common	ADJ
futech-623	202	6	method	method	NOUN
futech-623	202	7	bias	bias	NOUN
futech-623	202	8	using	use	VERB
futech-623	202	9	harman	harman	PROPN
futech-623	202	10	's	's	PART
futech-623	202	11	single	single	ADJ
futech-623	202	12	-	-	PUNCT
futech-623	202	13	factor	factor	NOUN
futech-623	202	14	test	test	NOUN
futech-623	202	15	and	and	CCONJ
futech-623	202	16	the	the	DET
futech-623	202	17	common	common	ADJ
futech-623	202	18	latent	latent	NOUN
futech-623	202	19	factor	factor	NOUN
futech-623	202	20	method	method	NOUN
futech-623	202	21	[	[	X
futech-623	202	22	27	27	NUM
futech-623	202	23	]	]	PUNCT
futech-623	202	24	.	.	PUNCT
futech-623	203	1	finally	finally	ADV
futech-623	203	2	,	,	PUNCT
futech-623	203	3	we	we	PRON
futech-623	203	4	tested	test	VERB
futech-623	203	5	hypotheses	hypothesis	NOUN
futech-623	203	6	through	through	ADP
futech-623	203	7	hierarchical	hierarchical	ADJ
futech-623	203	8	multiple	multiple	ADJ
futech-623	203	9	regression	regression	NOUN
futech-623	203	10	analysis	analysis	NOUN
futech-623	203	11	.	.	PUNCT
futech-623	204	1	all	all	DET
futech-623	204	2	continuous	continuous	ADJ
futech-623	204	3	predictors	predictor	NOUN
futech-623	204	4	were	be	AUX
futech-623	204	5	mean	mean	ADJ
futech-623	204	6	-	-	PUNCT
futech-623	204	7	centered	center	VERB
futech-623	204	8	to	to	PART
futech-623	204	9	simplify	simplify	VERB
futech-623	204	10	the	the	DET
futech-623	204	11	interpretation	interpretation	NOUN
futech-623	204	12	of	of	ADP
futech-623	204	13	interaction	interaction	NOUN
futech-623	204	14	terms	term	NOUN
futech-623	204	15	[	[	X
futech-623	204	16	28	28	NUM
futech-623	204	17	]	]	PUNCT
futech-623	204	18	.	.	PUNCT
futech-623	205	1	for	for	ADP
futech-623	205	2	medium	medium	ADJ
futech-623	205	3	-	-	PUNCT
futech-623	205	4	level	level	NOUN
futech-623	205	5	interactions	interaction	NOUN
futech-623	205	6	,	,	PUNCT
futech-623	205	7	we	we	PRON
futech-623	205	8	performed	perform	VERB
futech-623	205	9	simple	simple	ADJ
futech-623	205	10	slopes	slope	NOUN
futech-623	205	11	analysis	analysis	NOUN
futech-623	205	12	with	with	ADP
futech-623	205	13	the	the	DET
futech-623	205	14	process	process	NOUN
futech-623	205	15	macro	macro	NOUN
futech-623	205	16	[	[	X
futech-623	205	17	21	21	NUM
futech-623	205	18	]	]	PUNCT
futech-623	205	19	.	.	PUNCT
futech-623	206	1	additional	additional	ADJ
futech-623	206	2	analysis	analysis	NOUN
futech-623	206	3	steps	step	NOUN
futech-623	206	4	improved	improve	VERB
futech-623	206	5	the	the	DET
futech-623	206	6	stability	stability	NOUN
futech-623	206	7	of	of	ADP
futech-623	206	8	our	our	PRON
futech-623	206	9	results	result	NOUN
futech-623	206	10	.	.	PUNCT
futech-623	207	1	multicollinearity	multicollinearity	NOUN
futech-623	207	2	was	be	AUX
futech-623	207	3	checked	check	VERB
futech-623	207	4	using	use	VERB
futech-623	207	5	variance	variance	NOUN
futech-623	207	6	inflation	inflation	NOUN
futech-623	207	7	factors	factor	NOUN
futech-623	207	8	(	(	PUNCT
futech-623	207	9	all	all	DET
futech-623	207	10	vif	vif	NOUN
futech-623	207	11	values	value	NOUN
futech-623	207	12	<	<	X
futech-623	207	13	3.0	3.0	NUM
futech-623	207	14	)	)	PUNCT
futech-623	207	15	and	and	CCONJ
futech-623	207	16	tolerance	tolerance	NOUN
futech-623	207	17	levels	level	NOUN
futech-623	207	18	(	(	PUNCT
futech-623	207	19	all	all	PRON
futech-623	207	20	>	>	NOUN
futech-623	207	21	0.30	0.30	NUM
futech-623	207	22	)	)	PUNCT
futech-623	207	23	and	and	CCONJ
futech-623	207	24	was	be	AUX
futech-623	207	25	not	not	PART
futech-623	207	26	found	find	VERB
futech-623	207	27	to	to	PART
futech-623	207	28	be	be	AUX
futech-623	207	29	an	an	DET
futech-623	207	30	issue	issue	NOUN
futech-623	207	31	.	.	PUNCT
futech-623	208	1	heteroscedasticity	heteroscedasticity	NOUN
futech-623	208	2	was	be	AUX
futech-623	208	3	checked	check	VERB
futech-623	208	4	using	use	VERB
futech-623	208	5	breusch	breusch	ADJ
futech-623	208	6	-	-	PUNCT
futech-623	208	7	pagan	pagan	ADJ
futech-623	208	8	tests	test	NOUN
futech-623	208	9	with	with	ADP
futech-623	208	10	no	no	DET
futech-623	208	11	evidence	evidence	NOUN
futech-623	208	12	of	of	ADP
futech-623	208	13	material	material	ADJ
futech-623	208	14	violation	violation	NOUN
futech-623	208	15	.	.	PUNCT
futech-623	209	1	to	to	PART
futech-623	209	2	address	address	VERB
futech-623	209	3	potential	potential	ADJ
futech-623	209	4	endogeneity	endogeneity	NOUN
futech-623	209	5	concerns	concern	NOUN
futech-623	209	6	inherent	inherent	ADJ
futech-623	209	7	to	to	ADP
futech-623	209	8	cross	cross	ADJ
futech-623	209	9	-	-	ADJ
futech-623	209	10	sectional	sectional	ADJ
futech-623	209	11	data	datum	NOUN
futech-623	209	12	,	,	PUNCT
futech-623	209	13	we	we	PRON
futech-623	209	14	conducted	conduct	VERB
futech-623	209	15	an	an	DET
futech-623	209	16	instrumental	instrumental	ADJ
futech-623	209	17	variables	variable	NOUN
futech-623	209	18	(	(	PUNCT
futech-623	209	19	iv	iv	X
futech-623	209	20	)	)	PUNCT
futech-623	209	21	regression	regression	NOUN
futech-623	209	22	using	use	VERB
futech-623	209	23	two	two	NUM
futech-623	209	24	-	-	PUNCT
futech-623	209	25	stage	stage	NOUN
futech-623	209	26	least	least	ADJ
futech-623	209	27	squares	square	NOUN
futech-623	209	28	(	(	PUNCT
futech-623	209	29	2sls	2sls	NOUN
futech-623	209	30	)	)	PUNCT
futech-623	209	31	.	.	PUNCT
futech-623	210	1	we	we	PRON
futech-623	210	2	used	use	VERB
futech-623	210	3	institutional	institutional	ADJ
futech-623	210	4	ai	ai	PROPN
futech-623	210	5	investment	investment	NOUN
futech-623	210	6	intensity	intensity	NOUN
futech-623	210	7	(	(	PUNCT
futech-623	210	8	measured	measure	VERB
futech-623	210	9	as	as	ADP
futech-623	210	10	the	the	DET
futech-623	210	11	annual	annual	ADJ
futech-623	210	12	per	per	ADP
futech-623	210	13	-	-	PUNCT
futech-623	210	14	faculty	faculty	NOUN
futech-623	210	15	ai	ai	PROPN
futech-623	210	16	budget	budget	NOUN
futech-623	210	17	in	in	ADP
futech-623	210	18	rmb	rmb	PROPN
futech-623	210	19	,	,	PUNCT
futech-623	210	20	logtransformed	logtransforme	VERB
futech-623	210	21	)	)	PUNCT
futech-623	210	22	as	as	ADP
futech-623	210	23	an	an	DET
futech-623	210	24	instrument	instrument	NOUN
futech-623	210	25	for	for	ADP
futech-623	210	26	individual	individual	ADJ
futech-623	210	27	-	-	PUNCT
futech-623	210	28	level	level	NOUN
futech-623	210	29	perceptions	perception	NOUN
futech-623	210	30	of	of	ADP
futech-623	210	31	ai	ai	ADJ
futech-623	210	32	support	support	NOUN
futech-623	210	33	.	.	PUNCT
futech-623	211	1	the	the	DET
futech-623	211	2	instrument	instrument	NOUN
futech-623	211	3	is	be	AUX
futech-623	211	4	theoretically	theoretically	ADV
futech-623	211	5	valid	valid	ADJ
futech-623	211	6	because	because	SCONJ
futech-623	211	7	institutional	institutional	ADJ
futech-623	211	8	investment	investment	NOUN
futech-623	211	9	determines	determine	VERB
futech-623	211	10	ai	ai	VERB
futech-623	211	11	system	system	NOUN
futech-623	211	12	availability	availability	NOUN
futech-623	211	13	(	(	PUNCT
futech-623	211	14	relevance	relevance	NOUN
futech-623	211	15	assumption	assumption	NOUN
futech-623	211	16	)	)	PUNCT
futech-623	211	17	,	,	PUNCT
futech-623	211	18	but	but	CCONJ
futech-623	211	19	should	should	AUX
futech-623	211	20	not	not	PART
futech-623	211	21	directly	directly	ADV
futech-623	211	22	affect	affect	VERB
futech-623	211	23	individual	individual	ADJ
futech-623	211	24	engagement	engagement	NOUN
futech-623	211	25	except	except	SCONJ
futech-623	211	26	through	through	ADP
futech-623	211	27	ai	ai	PRON
futech-623	211	28	support	support	NOUN
futech-623	211	29	perceptions	perception	NOUN
futech-623	211	30	(	(	PUNCT
futech-623	211	31	exclusion	exclusion	NOUN
futech-623	211	32	restriction	restriction	NOUN
futech-623	211	33	assumption	assumption	NOUN
futech-623	211	34	)	)	PUNCT
futech-623	211	35	.	.	PUNCT
futech-623	212	1	first	first	ADJ
futech-623	212	2	-	-	PUNCT
futech-623	212	3	stage	stage	NOUN
futech-623	212	4	regression	regression	NOUN
futech-623	212	5	results	result	NOUN
futech-623	212	6	confirmed	confirm	VERB
futech-623	212	7	instrument	instrument	NOUN
futech-623	212	8	strength	strength	NOUN
futech-623	212	9	:	:	PUNCT
futech-623	212	10	ai	ai	AUX
futech-623	212	11	investment	investment	NOUN
futech-623	212	12	significantly	significantly	ADV
futech-623	212	13	predicted	predict	VERB
futech-623	212	14	ai	ai	VERB
futech-623	212	15	support	support	NOUN
futech-623	212	16	perceptions	perception	NOUN
futech-623	212	17	(	(	PUNCT
futech-623	212	18	β=0.389	β=0.389	NOUN
futech-623	212	19	,	,	PUNCT
futech-623	212	20	t=7.66	t=7.66	ADV
futech-623	212	21	,	,	PUNCT
futech-623	212	22	p<0.001	p<0.001	PROPN
futech-623	212	23	)	)	PUNCT
futech-623	212	24	,	,	PUNCT
futech-623	212	25	with	with	ADP
futech-623	212	26	fstatistic=58.73	fstatistic=58.73	NOUN
futech-623	212	27	,	,	PUNCT
futech-623	212	28	far	far	ADV
futech-623	212	29	exceeding	exceed	VERB
futech-623	212	30	the	the	DET
futech-623	212	31	rule	rule	NOUN
futech-623	212	32	-	-	PUNCT
futech-623	212	33	of	of	ADP
futech-623	212	34	-	-	PUNCT
futech-623	212	35	thumb	thumb	NOUN
futech-623	212	36	threshold	threshold	NOUN
futech-623	212	37	of	of	ADP
futech-623	212	38	f>10	f>10	ADP
futech-623	212	39	for	for	ADP
futech-623	212	40	weak	weak	ADJ
futech-623	212	41	instrument	instrument	NOUN
futech-623	212	42	concerns	concern	NOUN
futech-623	212	43	.	.	PUNCT
futech-623	213	1	the	the	DET
futech-623	213	2	kleibergen	kleibergen	PROPN
futech-623	213	3	-	-	PUNCT
futech-623	213	4	paap	paap	PROPN
futech-623	213	5	wald	wald	NOUN
futech-623	213	6	f	f	X
futech-623	213	7	-	-	PUNCT
futech-623	213	8	statistic	statistic	ADJ
futech-623	213	9	was	be	AUX
futech-623	213	10	56.42	56.42	NUM
futech-623	213	11	,	,	PUNCT
futech-623	213	12	also	also	ADV
futech-623	213	13	indicating	indicate	VERB
futech-623	213	14	a	a	DET
futech-623	213	15	strong	strong	ADJ
futech-623	213	16	instrument	instrument	NOUN
futech-623	213	17	.	.	PUNCT
futech-623	214	1	when	when	SCONJ
futech-623	214	2	we	we	PRON
futech-623	214	3	added	add	VERB
futech-623	214	4	university	university	NOUN
futech-623	214	5	type	type	NOUN
futech-623	214	6	(	(	PUNCT
futech-623	214	7	research	research	NOUN
futech-623	214	8	vs.	vs.	ADP
futech-623	214	9	teaching	teaching	NOUN
futech-623	214	10	)	)	PUNCT
futech-623	214	11	as	as	ADP
futech-623	214	12	a	a	DET
futech-623	214	13	second	second	ADJ
futech-623	214	14	instrument	instrument	NOUN
futech-623	214	15	,	,	PUNCT
futech-623	214	16	the	the	DET
futech-623	214	17	sargan	sargan	PROPN
futech-623	214	18	-	-	PUNCT
futech-623	214	19	hansen	hansen	PROPN
futech-623	214	20	j	j	PROPN
futech-623	214	21	-	-	NOUN
futech-623	214	22	test	test	NOUN
futech-623	214	23	for	for	ADP
futech-623	214	24	overidentification	overidentification	NOUN
futech-623	214	25	restrictions	restriction	NOUN
futech-623	214	26	yielded	yield	VERB
futech-623	214	27	χ²(1)=2.14	χ²(1)=2.14	NOUN
futech-623	214	28	,	,	PUNCT
futech-623	214	29	p=0.144	p=0.144	X
futech-623	214	30	,	,	PUNCT
futech-623	214	31	failing	fail	VERB
futech-623	214	32	to	to	PART
futech-623	214	33	reject	reject	VERB
futech-623	214	34	the	the	DET
futech-623	214	35	null	null	ADJ
futech-623	214	36	hypothesis	hypothesis	NOUN
futech-623	214	37	of	of	ADP
futech-623	214	38	valid	valid	ADJ
futech-623	214	39	instruments	instrument	NOUN
futech-623	214	40	,	,	PUNCT
futech-623	214	41	supporting	support	VERB
futech-623	214	42	the	the	DET
futech-623	214	43	exclusion	exclusion	NOUN
futech-623	214	44	restriction	restriction	NOUN
futech-623	214	45	.	.	PUNCT
futech-623	215	1	secondstage	secondstage	NOUN
futech-623	215	2	results	result	NOUN
futech-623	215	3	showed	show	VERB
futech-623	215	4	that	that	SCONJ
futech-623	215	5	ai	ai	VERB
futech-623	215	6	support	support	NOUN
futech-623	215	7	(	(	PUNCT
futech-623	215	8	instrumented	instrumented	ADJ
futech-623	215	9	)	)	PUNCT
futech-623	215	10	remained	remained	AUX
futech-623	215	11	significantly	significantly	ADV
futech-623	215	12	associated	associate	VERB
futech-623	215	13	with	with	ADP
futech-623	215	14	engagement	engagement	NOUN
futech-623	215	15	(	(	PUNCT
futech-623	215	16	β=0.397	β=0.397	NUM
futech-623	215	17	,	,	PUNCT
futech-623	215	18	se=0.087	se=0.087	ADJ
futech-623	215	19	,	,	PUNCT
futech-623	215	20	p<0.001	p<0.001	PROPN
futech-623	215	21	)	)	PUNCT
futech-623	215	22	,	,	PUNCT
futech-623	215	23	with	with	ADP
futech-623	215	24	a	a	DET
futech-623	215	25	magnitude	magnitude	NOUN
futech-623	215	26	similar	similar	ADJ
futech-623	215	27	to	to	ADP
futech-623	215	28	the	the	DET
futech-623	215	29	ols	ol	NOUN
futech-623	215	30	estimate	estimate	NOUN
futech-623	215	31	(	(	PUNCT
futech-623	215	32	β=0.425	β=0.425	NOUN
futech-623	215	33	)	)	PUNCT
futech-623	215	34	,	,	PUNCT
futech-623	215	35	suggesting	suggest	VERB
futech-623	215	36	minimal	minimal	ADJ
futech-623	215	37	endogeneity	endogeneity	NOUN
futech-623	215	38	bias	bias	NOUN
futech-623	215	39	.	.	PUNCT
futech-623	216	1	the	the	DET
futech-623	216	2	durbin	durbin	PROPN
futech-623	216	3	-	-	PUNCT
futech-623	216	4	wu	wu	PROPN
futech-623	216	5	-	-	PUNCT
futech-623	216	6	hausman	hausman	PROPN
futech-623	216	7	test	test	NOUN
futech-623	216	8	comparing	compare	VERB
futech-623	216	9	iv	iv	NUM
futech-623	216	10	and	and	CCONJ
futech-623	216	11	ols	ol	NOUN
futech-623	216	12	estimates	estimate	NOUN
futech-623	216	13	was	be	AUX
futech-623	216	14	nonsignificant	nonsignificant	ADJ
futech-623	216	15	(	(	PUNCT
futech-623	216	16	χ²=1.89	χ²=1.89	PROPN
futech-623	216	17	,	,	PUNCT
futech-623	216	18	p=.169	p=.169	NOUN
futech-623	216	19	)	)	PUNCT
futech-623	216	20	,	,	PUNCT
futech-623	216	21	indicating	indicate	VERB
futech-623	216	22	ols	ol	NOUN
futech-623	216	23	estimates	estimate	NOUN
futech-623	216	24	are	be	AUX
futech-623	216	25	consistent	consistent	ADJ
futech-623	216	26	and	and	CCONJ
futech-623	216	27	endogeneity	endogeneity	NOUN
futech-623	216	28	is	be	AUX
futech-623	216	29	not	not	PART
futech-623	216	30	a	a	DET
futech-623	216	31	major	major	ADJ
futech-623	216	32	concern	concern	NOUN
futech-623	216	33	.	.	PUNCT
futech-623	217	1	these	these	DET
futech-623	217	2	iv	iv	NUM
futech-623	217	3	analyses	analysis	NOUN
futech-623	217	4	provide	provide	VERB
futech-623	217	5	additional	additional	ADJ
futech-623	217	6	confidence	confidence	NOUN
futech-623	217	7	in	in	ADP
futech-623	217	8	the	the	DET
futech-623	217	9	directionality	directionality	NOUN
futech-623	217	10	of	of	ADP
futech-623	217	11	relationships	relationship	NOUN
futech-623	217	12	,	,	PUNCT
futech-623	217	13	though	though	SCONJ
futech-623	217	14	causal	causal	ADJ
futech-623	217	15	inference	inference	NOUN
futech-623	217	16	remains	remain	VERB
futech-623	217	17	limited	limit	VERB
futech-623	217	18	by	by	ADP
futech-623	217	19	cross	cross	ADJ
futech-623	217	20	-	-	ADJ
futech-623	217	21	sectional	sectional	ADJ
futech-623	217	22	design	design	NOUN
futech-623	217	23	.	.	PUNCT
futech-623	218	1	these	these	DET
futech-623	218	2	analyses	analysis	NOUN
futech-623	218	3	can	can	AUX
futech-623	218	4	not	not	PART
futech-623	218	5	determine	determine	VERB
futech-623	218	6	causality	causality	NOUN
futech-623	218	7	but	but	CCONJ
futech-623	218	8	add	add	VERB
futech-623	218	9	extra	extra	ADJ
futech-623	218	10	confidence	confidence	NOUN
futech-623	218	11	to	to	ADP
futech-623	218	12	the	the	DET
futech-623	218	13	directionality	directionality	NOUN
futech-623	218	14	of	of	ADP
futech-623	218	15	relationships	relationship	NOUN
futech-623	218	16	identified	identify	VERB
futech-623	218	17	.	.	PUNCT
futech-623	219	1	we	we	PRON
futech-623	219	2	also	also	ADV
futech-623	219	3	conducted	conduct	VERB
futech-623	219	4	bootstrap	bootstrap	NOUN
futech-623	219	5	analysis	analysis	NOUN
futech-623	219	6	(	(	PUNCT
futech-623	219	7	5,000	5,000	NUM
futech-623	219	8	resamples	resample	NOUN
futech-623	219	9	)	)	PUNCT
futech-623	219	10	to	to	PART
futech-623	219	11	yield	yield	VERB
futech-623	219	12	bias	bias	NOUN
futech-623	219	13	-	-	PUNCT
futech-623	219	14	corrected	correct	VERB
futech-623	219	15	confidence	confidence	NOUN
futech-623	219	16	intervals	interval	NOUN
futech-623	219	17	for	for	ADP
futech-623	219	18	all	all	DET
futech-623	219	19	parameter	parameter	NOUN
futech-623	219	20	estimates	estimate	NOUN
futech-623	219	21	,	,	PUNCT
futech-623	219	22	especially	especially	ADV
futech-623	219	23	for	for	ADP
futech-623	219	24	interaction	interaction	NOUN
futech-623	219	25	effects	effect	NOUN
futech-623	219	26	that	that	PRON
futech-623	219	27	are	be	AUX
futech-623	219	28	potentially	potentially	ADV
futech-623	219	29	sensitive	sensitive	ADJ
futech-623	219	30	to	to	ADP
futech-623	219	31	distributional	distributional	ADJ
futech-623	219	32	assumptions	assumption	NOUN
futech-623	219	33	.	.	PUNCT
futech-623	220	1	we	we	PRON
futech-623	220	2	then	then	ADV
futech-623	220	3	conducted	conduct	VERB
futech-623	220	4	robustness	robustness	NOUN
futech-623	220	5	checks	check	NOUN
futech-623	220	6	by	by	ADP
futech-623	220	7	re	re	NOUN
futech-623	220	8	-	-	NOUN
futech-623	220	9	estimation	estimation	NOUN
futech-623	220	10	with	with	ADP
futech-623	220	11	other	other	ADJ
futech-623	220	12	operationalizations	operationalization	NOUN
futech-623	220	13	(	(	PUNCT
futech-623	220	14	e.g.	e.g.	ADV
futech-623	220	15	,	,	PUNCT
futech-623	220	16	median	median	ADJ
futech-623	220	17	splits	split	NOUN
futech-623	220	18	of	of	ADP
futech-623	220	19	digital	digital	ADJ
futech-623	220	20	literacy	literacy	NOUN
futech-623	220	21	)	)	PUNCT
futech-623	220	22	and	and	CCONJ
futech-623	220	23	testing	test	VERB
futech-623	220	24	for	for	ADP
futech-623	220	25	potential	potential	ADJ
futech-623	220	26	curvilinear	curvilinear	ADJ
futech-623	220	27	effects	effect	NOUN
futech-623	220	28	via	via	ADP
futech-623	220	29	polynomial	polynomial	ADJ
futech-623	220	30	regression	regression	NOUN
futech-623	220	31	.	.	PUNCT
futech-623	221	1	all	all	DET
futech-623	221	2	findings	finding	NOUN
futech-623	221	3	of	of	ADP
futech-623	221	4	primary	primary	ADJ
futech-623	221	5	interest	interest	NOUN
futech-623	221	6	were	be	AUX
futech-623	221	7	substantively	substantively	ADV
futech-623	221	8	identical	identical	ADJ
futech-623	221	9	under	under	ADP
futech-623	221	10	these	these	DET
futech-623	221	11	alternative	alternative	ADJ
futech-623	221	12	specifications	specification	NOUN
futech-623	221	13	.	.	PUNCT
futech-623	222	1	4	4	X
futech-623	222	2	.	.	NOUN
futech-623	222	3	results	result	VERB
futech-623	222	4	4.1	4.1	NUM
futech-623	222	5	descriptive	descriptive	ADJ
futech-623	222	6	statistics	statistic	NOUN
futech-623	222	7	table	table	NOUN
futech-623	222	8	2	2	NUM
futech-623	222	9	presents	present	NOUN
futech-623	222	10	means	mean	NOUN
futech-623	222	11	,	,	PUNCT
futech-623	222	12	standard	standard	ADJ
futech-623	222	13	deviations	deviation	NOUN
futech-623	222	14	,	,	PUNCT
futech-623	222	15	and	and	CCONJ
futech-623	222	16	intercorrelations	intercorrelation	NOUN
futech-623	222	17	among	among	ADP
futech-623	222	18	all	all	DET
futech-623	222	19	study	study	NOUN
futech-623	222	20	variables	variable	NOUN
futech-623	222	21	.	.	PUNCT
futech-623	223	1	4.2	4.2	NUM
futech-623	223	2	measurement	measurement	NOUN
futech-623	223	3	model	model	NOUN
futech-623	223	4	confirmatory	confirmatory	NOUN
futech-623	223	5	factor	factor	NOUN
futech-623	223	6	analysis	analysis	NOUN
futech-623	223	7	examined	examine	VERB
futech-623	223	8	factorial	factorial	NOUN
futech-623	223	9	and	and	CCONJ
futech-623	223	10	discriminant	discriminant	ADJ
futech-623	223	11	validity	validity	NOUN
futech-623	223	12	[	[	X
futech-623	223	13	29	29	NUM
futech-623	223	14	]	]	PUNCT
futech-623	223	15	,	,	PUNCT
futech-623	223	16	ensuring	ensure	VERB
futech-623	223	17	items	item	NOUN
futech-623	223	18	loaded	load	VERB
futech-623	223	19	on	on	ADP
futech-623	223	20	intended	intended	ADJ
futech-623	223	21	constructs	construct	NOUN
futech-623	223	22	and	and	CCONJ
futech-623	223	23	constructs	construct	NOUN
futech-623	223	24	were	be	AUX
futech-623	223	25	empirically	empirically	ADV
futech-623	223	26	distinguishable	distinguishable	ADJ
futech-623	223	27	despite	despite	SCONJ
futech-623	223	28	theoretical	theoretical	ADJ
futech-623	223	29	proximity	proximity	NOUN
futech-623	223	30	.	.	PUNCT
futech-623	224	1	we	we	PRON
futech-623	224	2	compared	compare	VERB
futech-623	224	3	our	our	PRON
futech-623	224	4	proposed	propose	VERB
futech-623	224	5	three	three	NUM
futech-623	224	6	-	-	PUNCT
futech-623	224	7	factor	factor	NOUN
futech-623	224	8	model	model	NOUN
futech-623	224	9	with	with	ADP
futech-623	224	10	other	other	ADJ
futech-623	224	11	nested	nested	ADJ
futech-623	224	12	alternative	alternative	ADJ
futech-623	224	13	models	model	NOUN
futech-623	224	14	to	to	PART
futech-623	224	15	assess	assess	VERB
futech-623	224	16	discriminant	discriminant	ADJ
futech-623	224	17	validity	validity	NOUN
futech-623	224	18	.	.	PUNCT
futech-623	225	1	the	the	DET
futech-623	225	2	two	two	NUM
futech-623	225	3	-	-	PUNCT
futech-623	225	4	factor	factor	NOUN
futech-623	225	5	model	model	NOUN
futech-623	225	6	combined	combine	VERB
futech-623	225	7	ai	ai	VERB
futech-623	225	8	assistance	assistance	NOUN
futech-623	225	9	and	and	CCONJ
futech-623	225	10	computer	computer	NOUN
futech-623	225	11	proficiency	proficiency	NOUN
futech-623	225	12	into	into	ADP
futech-623	225	13	a	a	DET
futech-623	225	14	single	single	ADJ
futech-623	225	15	factor	factor	NOUN
futech-623	225	16	,	,	PUNCT
futech-623	225	17	suggesting	suggest	VERB
futech-623	225	18	that	that	SCONJ
futech-623	225	19	teachers	teacher	NOUN
futech-623	225	20	were	be	AUX
futech-623	225	21	not	not	PART
futech-623	225	22	separating	separate	VERB
futech-623	225	23	technology	technology	NOUN
futech-623	225	24	tools	tool	NOUN
futech-623	225	25	from	from	ADP
futech-623	225	26	the	the	DET
futech-623	225	27	skills	skill	NOUN
futech-623	225	28	needed	need	VERB
futech-623	225	29	to	to	PART
futech-623	225	30	make	make	VERB
futech-623	225	31	them	they	PRON
futech-623	225	32	function	function	VERB
futech-623	225	33	.	.	PUNCT
futech-623	226	1	the	the	DET
futech-623	226	2	one	one	NUM
futech-623	226	3	-	-	PUNCT
futech-623	226	4	factor	factor	NOUN
futech-623	226	5	model	model	NOUN
futech-623	226	6	indicated	indicate	VERB
futech-623	226	7	that	that	SCONJ
futech-623	226	8	all	all	DET
futech-623	226	9	items	item	NOUN
futech-623	226	10	loaded	load	VERB
futech-623	226	11	onto	onto	ADP
futech-623	226	12	a	a	DET
futech-623	226	13	general	general	ADJ
futech-623	226	14	positive	positive	ADJ
futech-623	226	15	response	response	NOUN
futech-623	226	16	factor	factor	NOUN
futech-623	226	17	.	.	PUNCT
futech-623	227	1	we	we	PRON
futech-623	227	2	also	also	ADV
futech-623	227	3	tested	test	VERB
futech-623	227	4	a	a	DET
futech-623	227	5	common	common	ADJ
futech-623	227	6	latent	latent	NOUN
futech-623	227	7	factor	factor	NOUN
futech-623	227	8	(	(	PUNCT
futech-623	227	9	clf	clf	PROPN
futech-623	227	10	)	)	PUNCT
futech-623	227	11	model	model	NOUN
futech-623	227	12	to	to	PART
futech-623	227	13	further	far	ADV
futech-623	227	14	evaluate	evaluate	VERB
futech-623	227	15	common	common	ADJ
futech-623	227	16	method	method	NOUN
futech-623	227	17	bias	bias	NOUN
futech-623	227	18	in	in	ADP
futech-623	227	19	addition	addition	NOUN
futech-623	227	20	to	to	ADP
futech-623	227	21	harman	harman	PROPN
futech-623	227	22	's	's	PART
futech-623	227	23	test	test	NOUN
futech-623	227	24	.	.	PUNCT
futech-623	228	1	table	table	NOUN
futech-623	228	2	3	3	NUM
futech-623	228	3	reports	report	NOUN
futech-623	228	4	fit	fit	ADJ
futech-623	228	5	indices	index	NOUN
futech-623	228	6	for	for	ADP
futech-623	228	7	the	the	DET
futech-623	228	8	competing	compete	VERB
futech-623	228	9	models	model	NOUN
futech-623	228	10	.	.	PUNCT
futech-623	229	1	the	the	DET
futech-623	229	2	three	three	NUM
futech-623	229	3	-	-	PUNCT
futech-623	229	4	factor	factor	NOUN
futech-623	229	5	model	model	NOUN
futech-623	229	6	demonstrated	demonstrate	VERB
futech-623	229	7	excellent	excellent	ADJ
futech-623	229	8	fit	fit	ADJ
futech-623	229	9	(	(	PUNCT
futech-623	229	10	cfi=0.918	cfi=0.918	PROPN
futech-623	229	11	,	,	PUNCT
futech-623	229	12	tli=0.906	tli=0.906	PROPN
futech-623	229	13	,	,	PUNCT
futech-623	229	14	rmsea=0.066	rmsea=0.066	NOUN
futech-623	229	15	,	,	PUNCT
futech-623	229	16	srmr=0.052	srmr=0.052	X
futech-623	229	17	)	)	PUNCT
futech-623	229	18	,	,	PUNCT
futech-623	229	19	meeting	meet	VERB
futech-623	229	20	recommended	recommend	VERB
futech-623	229	21	thresholds	threshold	NOUN
futech-623	229	22	[	[	X
futech-623	229	23	30	30	NUM
futech-623	229	24	]	]	PUNCT
futech-623	229	25	.	.	PUNCT
futech-623	230	1	the	the	DET
futech-623	230	2	cfa	cfa	PROPN
futech-623	230	3	fit	fit	PROPN
futech-623	230	4	indices	index	NOUN
futech-623	230	5	(	(	PUNCT
futech-623	230	6	cfi=0.918	cfi=0.918	PROPN
futech-623	230	7	,	,	PUNCT
futech-623	230	8	tli=0.906	tli=0.906	PROPN
futech-623	230	9	)	)	PUNCT
futech-623	230	10	approach	approach	NOUN
futech-623	230	11	but	but	CCONJ
futech-623	230	12	slightly	slightly	ADV
futech-623	230	13	fall	fall	VERB
futech-623	230	14	below	below	ADP
futech-623	230	15	the	the	DET
futech-623	230	16	stringent	stringent	ADJ
futech-623	230	17	0.95	0.95	NUM
futech-623	230	18	threshold	threshold	NOUN
futech-623	230	19	sometimes	sometimes	ADV
futech-623	230	20	cited	cite	VERB
futech-623	230	21	.	.	PUNCT
futech-623	231	1	however	however	ADV
futech-623	231	2	,	,	PUNCT
futech-623	231	3	these	these	DET
futech-623	231	4	values	value	NOUN
futech-623	231	5	are	be	AUX
futech-623	231	6	acceptable	acceptable	ADJ
futech-623	231	7	given	give	VERB
futech-623	231	8	several	several	ADJ
futech-623	231	9	considerations	consideration	NOUN
futech-623	231	10	.	.	PUNCT
futech-623	232	1	table	table	NOUN
futech-623	232	2	2	2	NUM
futech-623	232	3	.	.	PUNCT
futech-623	232	4	descriptive	descriptive	ADJ
futech-623	232	5	statistics	statistic	NOUN
futech-623	232	6	and	and	CCONJ
futech-623	232	7	correlation	correlation	NOUN
futech-623	232	8	matrix	matrix	NOUN
futech-623	232	9	variable	variable	NOUN
futech-623	232	10	m	m	VERB
futech-623	232	11	sd	sd	ADP
futech-623	232	12	α	α	NOUN
futech-623	232	13	1	1	NUM
futech-623	232	14	2	2	NUM
futech-623	232	15	3	3	NUM
futech-623	232	16	4	4	NUM
futech-623	232	17	5	5	NUM
futech-623	232	18	6	6	NUM
futech-623	232	19	7	7	NUM
futech-623	232	20	8	8	NUM
futech-623	232	21	9	9	NUM
futech-623	232	22	10	10	NUM
futech-623	232	23	1	1	NUM
futech-623	232	24	.	.	PUNCT
futech-623	233	1	gender	gender	NOUN
futech-623	233	2	1.49	1.49	NUM
futech-623	233	3	0.50	0.50	NUM
futech-623	233	4	—	—	PUNCT
futech-623	233	5	—	—	PUNCT
futech-623	233	6	2	2	X
futech-623	233	7	.	.	X
futech-623	233	8	age	age	NOUN
futech-623	233	9	41.26	41.26	NUM
futech-623	233	10	8.73	8.73	NUM
futech-623	233	11	—	—	PUNCT
futech-623	233	12	-.08	-.08	PUNCT
futech-623	233	13	—	—	PUNCT
futech-623	233	14	3	3	X
futech-623	233	15	.	.	X
futech-623	233	16	teaching	teach	VERB
futech-623	233	17	experience	experience	NOUN
futech-623	233	18	12.58	12.58	NUM
futech-623	233	19	7.94	7.94	NUM
futech-623	233	20	—	—	PUNCT
futech-623	233	21	-.06	-.06	PUNCT
futech-623	233	22	.87	.87	NUM
futech-623	233	23	*	*	NOUN
futech-623	233	24	*	*	PUNCT
futech-623	233	25	—	—	PUNCT
futech-623	233	26	4	4	X
futech-623	233	27	.	.	X
futech-623	233	28	rank	rank	NOUN
futech-623	233	29	2.35	2.35	NUM
futech-623	233	30	1.01	1.01	NUM
futech-623	233	31	—	—	PUNCT
futech-623	233	32	.11	.11	NUM
futech-623	233	33	*	*	SYM
futech-623	233	34	.42	.42	NUM
futech-623	233	35	*	*	PUNCT
futech-623	233	36	*	*	PUNCT
futech-623	233	37	.45	.45	NUM
futech-623	233	38	*	*	PUNCT
futech-623	233	39	*	*	PUNCT
futech-623	233	40	—	—	PUNCT
futech-623	234	1	5	5	X
futech-623	234	2	.	.	X
futech-623	234	3	ai	ai	VERB
futech-623	234	4	support	support	NOUN
futech-623	234	5	4.82	4.82	NUM
futech-623	234	6	1.15	1.15	NUM
futech-623	234	7	.91	.91	NUM
futech-623	234	8	-.02	-.02	PUNCT
futech-623	235	1	-.09	-.09	INTJ
futech-623	235	2	-.07	-.07	INTJ
futech-623	235	3	.05	.05	NUM
futech-623	235	4	—	—	PUNCT
futech-623	235	5	6	6	X
futech-623	235	6	.	.	X
futech-623	236	1	digital	digital	PROPN
futech-623	236	2	lit	light	VERB
futech-623	236	3	5.23	5.23	NUM
futech-623	236	4	0.94	0.94	NUM
futech-623	236	5	.86	.86	NUM
futech-623	236	6	.04	.04	NUM
futech-623	236	7	-.12	-.12	NOUN
futech-623	236	8	*	*	PUNCT
futech-623	236	9	-.10	-.10	NUM
futech-623	236	10	.08	.08	NUM
futech-623	236	11	.32	.32	NUM
futech-623	236	12	*	*	NOUN
futech-623	236	13	*	*	PUNCT
futech-623	236	14	—	—	PUNCT
futech-623	236	15	7	7	X
futech-623	236	16	.	.	X
futech-623	236	17	engagement	engagement	NOUN
futech-623	236	18	4.95	4.95	NUM
futech-623	236	19	1.18	1.18	NUM
futech-623	236	20	.93	.93	NUM
futech-623	236	21	-.05	-.05	NOUN
futech-623	236	22	-.14	-.14	NOUN
futech-623	236	23	*	*	NOUN
futech-623	236	24	*	*	NOUN
futech-623	236	25	-.12	-.12	NOUN
futech-623	236	26	*	*	NOUN
futech-623	236	27	.03	.03	NUM
futech-623	236	28	.45	.45	NUM
futech-623	236	29	*	*	PUNCT
futech-623	236	30	*	*	PUNCT
futech-623	236	31	.38	.38	NUM
futech-623	236	32	*	*	PUNCT
futech-623	236	33	*	*	PUNCT
futech-623	236	34	—	—	PUNCT
futech-623	236	35	8	8	X
futech-623	236	36	.	.	X
futech-623	236	37	vigor	vigor	NOUN
futech-623	236	38	4.78	4.78	NUM
futech-623	236	39	1.26	1.26	NUM
futech-623	236	40	.88	.88	NUM
futech-623	236	41	-.08	-.08	PUNCT
futech-623	236	42	-.16	-.16	PROPN
futech-623	236	43	*	*	PUNCT
futech-623	236	44	*	*	PUNCT
futech-623	236	45	-.13	-.13	PROPN
futech-623	236	46	*	*	X
futech-623	236	47	.02	.02	NUM
futech-623	236	48	.40	.40	NUM
futech-623	236	49	*	*	PROPN
futech-623	236	50	*	*	PUNCT
futech-623	236	51	.35	.35	NUM
futech-623	236	52	*	*	PUNCT
futech-623	236	53	*	*	PUNCT
futech-623	236	54	.92	.92	NUM
futech-623	236	55	*	*	PUNCT
futech-623	236	56	*	*	PUNCT
futech-623	236	57	—	—	PUNCT
futech-623	236	58	9	9	X
futech-623	236	59	.	.	X
futech-623	236	60	dedication	dedication	NOUN
futech-623	236	61	5.02	5.02	NUM
futech-623	236	62	1.23	1.23	NUM
futech-623	236	63	.90	.90	NUM
futech-623	236	64	-.03	-.03	PUNCT
futech-623	236	65	-.11	-.11	X
futech-623	236	66	*	*	PUNCT
futech-623	236	67	-.09	-.09	PROPN
futech-623	236	68	.04	.04	NUM
futech-623	236	69	.43	.43	NUM
futech-623	236	70	*	*	PUNCT
futech-623	236	71	*	*	PUNCT
futech-623	236	72	.37	.37	NUM
futech-623	236	73	*	*	PUNCT
futech-623	236	74	*	*	PUNCT
futech-623	236	75	.94	.94	NUM
futech-623	236	76	*	*	X
futech-623	236	77	*	*	PUNCT
futech-623	236	78	.82	.82	NUM
futech-623	236	79	*	*	PUNCT
futech-623	236	80	*	*	PUNCT
futech-623	236	81	—	—	PUNCT
futech-623	236	82	10	10	NUM
futech-623	236	83	.	.	PUNCT
futech-623	237	1	absorption	absorption	NOUN
futech-623	237	2	5.05	5.05	NUM
futech-623	237	3	1.21	1.21	NUM
futech-623	237	4	.87	.87	NUM
futech-623	237	5	-.04	-.04	NUM
futech-623	237	6	-.12	-.12	NOUN
futech-623	237	7	*	*	NOUN
futech-623	237	8	-.11	-.11	X
futech-623	237	9	*	*	PUNCT
futech-623	237	10	.03	.03	NUM
futech-623	237	11	.39	.39	NUM
futech-623	237	12	*	*	PUNCT
futech-623	237	13	*	*	PUNCT
futech-623	237	14	.36	.36	NUM
futech-623	237	15	*	*	X
futech-623	237	16	*	*	NOUN
futech-623	237	17	.93	.93	NUM
futech-623	237	18	*	*	PUNCT
futech-623	237	19	*	*	PUNCT
futech-623	237	20	.81	.81	NUM
futech-623	237	21	*	*	PUNCT
futech-623	237	22	*	*	PUNCT
futech-623	237	23	.84	.84	NUM
futech-623	237	24	*	*	PUNCT
futech-623	237	25	*	*	PUNCT
futech-623	237	26	—	—	PUNCT
futech-623	237	27	note	note	NOUN
futech-623	237	28	:	:	PUNCT
futech-623	237	29	n=387	n=387	NOUN
futech-623	237	30	.	.	PUNCT
futech-623	238	1	*	*	PUNCT
futech-623	238	2	p<0.05	p<0.05	NOUN
futech-623	238	3	.	.	PUNCT
futech-623	239	1	*	*	PUNCT
futech-623	239	2	*	*	PUNCT
futech-623	239	3	p<0.01	p<0.01	NOUN
futech-623	239	4	z.	z.	PROPN
futech-623	239	5	qian	qian	PROPN
futech-623	239	6	et	et	PROPN
futech-623	239	7	al	al	PROPN
futech-623	239	8	.	.	PROPN
futech-623	239	9	/future	/future	PUNCT
futech-623	239	10	technology	technology	PROPN
futech-623	239	11	february	february	PROPN
futech-623	239	12	2026|	2026|	NUM
futech-623	239	13	volume	volume	NOUN
futech-623	239	14	05	05	NUM
futech-623	240	1	|	|	ADV
futech-623	240	2	issue	issue	NOUN
futech-623	240	3	01	01	NUM
futech-623	241	1	|	|	ADV
futech-623	241	2	pages	page	VERB
futech-623	241	3	222	222	NUM
futech-623	241	4	-	-	SYM
futech-623	241	5	233	233	NUM
futech-623	241	6	228	228	NUM
futech-623	241	7	first	first	ADV
futech-623	241	8	,	,	PUNCT
futech-623	241	9	with	with	ADP
futech-623	241	10	our	our	PRON
futech-623	241	11	sample	sample	NOUN
futech-623	241	12	size	size	NOUN
futech-623	241	13	(	(	PUNCT
futech-623	241	14	n=387	n=387	NOUN
futech-623	241	15	)	)	PUNCT
futech-623	241	16	and	and	CCONJ
futech-623	241	17	model	model	NOUN
futech-623	241	18	complexity	complexity	NOUN
futech-623	241	19	(	(	PUNCT
futech-623	241	20	17	17	NUM
futech-623	241	21	indicators	indicator	NOUN
futech-623	241	22	across	across	ADP
futech-623	241	23	3	3	NUM
futech-623	241	24	factors	factor	NOUN
futech-623	241	25	)	)	PUNCT
futech-623	241	26	,	,	PUNCT
futech-623	241	27	simulation	simulation	NOUN
futech-623	241	28	studies	study	NOUN
futech-623	241	29	show	show	VERB
futech-623	241	30	cfi	cfi	PROPN
futech-623	241	31	/	/	SYM
futech-623	241	32	tli	tli	PROPN
futech-623	241	33	values	value	NOUN
futech-623	241	34	of	of	ADP
futech-623	241	35	0.90	0.90	NUM
futech-623	241	36	-	-	SYM
futech-623	241	37	0.95	0.95	NUM
futech-623	241	38	are	be	AUX
futech-623	241	39	acceptable	acceptable	ADJ
futech-623	241	40	when	when	SCONJ
futech-623	241	41	rmsea	rmsea	NOUN
futech-623	241	42	and	and	CCONJ
futech-623	241	43	srmr	srmr	VERB
futech-623	241	44	are	be	AUX
futech-623	241	45	good	good	ADJ
futech-623	241	46	.	.	PUNCT
futech-623	242	1	second	second	ADJ
futech-623	242	2	,	,	PUNCT
futech-623	242	3	rmsea=0.066	rmsea=0.066	PUNCT
futech-623	242	4	and	and	CCONJ
futech-623	242	5	srmr=0.052	srmr=0.052	PRON
futech-623	242	6	are	be	AUX
futech-623	242	7	within	within	ADP
futech-623	242	8	acceptable	acceptable	ADJ
futech-623	242	9	ranges	range	NOUN
futech-623	242	10	(	(	PUNCT
futech-623	242	11	<	<	X
futech-623	242	12	0.08	0.08	NUM
futech-623	242	13	for	for	ADP
futech-623	242	14	both	both	PRON
futech-623	242	15	)	)	PUNCT
futech-623	242	16	.	.	PUNCT
futech-623	243	1	third	third	ADJ
futech-623	243	2	,	,	PUNCT
futech-623	243	3	comparative	comparative	ADJ
futech-623	243	4	fit	fit	NOUN
futech-623	243	5	against	against	ADP
futech-623	243	6	alternative	alternative	ADJ
futech-623	243	7	models	model	NOUN
futech-623	243	8	shows	show	VERB
futech-623	243	9	substantial	substantial	ADJ
futech-623	243	10	improvement	improvement	NOUN
futech-623	243	11	:	:	PUNCT
futech-623	243	12	our	our	PRON
futech-623	243	13	three	three	NUM
futech-623	243	14	-	-	PUNCT
futech-623	243	15	factor	factor	NOUN
futech-623	243	16	model	model	NOUN
futech-623	243	17	fits	fit	VERB
futech-623	243	18	significantly	significantly	ADV
futech-623	243	19	better	well	ADJ
futech-623	243	20	than	than	ADP
futech-623	243	21	two	two	NUM
futech-623	243	22	-	-	PUNCT
futech-623	243	23	factor	factor	NOUN
futech-623	243	24	(	(	PUNCT
futech-623	243	25	δcfi=0.176	δcfi=0.176	NOUN
futech-623	243	26	,	,	PUNCT
futech-623	243	27	δχ²=565.74	δχ²=565.74	NOUN
futech-623	243	28	,	,	PUNCT
futech-623	243	29	δdf=2	δdf=2	PROPN
futech-623	243	30	,	,	PUNCT
futech-623	243	31	p<0.001	p<0.001	PROPN
futech-623	243	32	)	)	PUNCT
futech-623	243	33	and	and	CCONJ
futech-623	243	34	one	one	NUM
futech-623	243	35	-	-	PUNCT
futech-623	243	36	factor	factor	NOUN
futech-623	243	37	models	model	NOUN
futech-623	243	38	(	(	PUNCT
futech-623	243	39	δcfi=0.406	δcfi=0.406	ADJ
futech-623	243	40	,	,	PUNCT
futech-623	243	41	δχ²=1422.46	δχ²=1422.46	NOUN
futech-623	243	42	,	,	PUNCT
futech-623	243	43	δdf=3	δdf=3	NOUN
futech-623	243	44	,	,	PUNCT
futech-623	243	45	p<0.001	p<0.001	PROPN
futech-623	243	46	)	)	PUNCT
futech-623	243	47	,	,	PUNCT
futech-623	243	48	providing	provide	VERB
futech-623	243	49	strong	strong	ADJ
futech-623	243	50	evidence	evidence	NOUN
futech-623	243	51	for	for	ADP
futech-623	243	52	discriminant	discriminant	ADJ
futech-623	243	53	validity	validity	NOUN
futech-623	243	54	.	.	PUNCT
futech-623	244	1	fourth	fourth	ADJ
futech-623	244	2	,	,	PUNCT
futech-623	244	3	the	the	DET
futech-623	244	4	chi	chi	ADJ
futech-623	244	5	-	-	PUNCT
futech-623	244	6	square	square	ADJ
futech-623	244	7	value	value	NOUN
futech-623	244	8	is	be	AUX
futech-623	244	9	χ²(149)=342.15	χ²(149)=342.15	NOUN
futech-623	244	10	,	,	PUNCT
futech-623	244	11	p<0.001	p<0.001	PROPN
futech-623	244	12	,	,	PUNCT
futech-623	244	13	yielding	yield	VERB
futech-623	244	14	χ²/df=2.30	χ²/df=2.30	NOUN
futech-623	244	15	,	,	PUNCT
futech-623	244	16	which	which	PRON
futech-623	244	17	is	be	AUX
futech-623	244	18	within	within	ADP
futech-623	244	19	the	the	DET
futech-623	244	20	acceptable	acceptable	ADJ
futech-623	244	21	2	2	NUM
futech-623	244	22	-	-	SYM
futech-623	244	23	3	3	NUM
futech-623	244	24	range	range	NOUN
futech-623	244	25	.	.	PUNCT
futech-623	245	1	given	give	VERB
futech-623	245	2	that	that	SCONJ
futech-623	245	3	we	we	PRON
futech-623	245	4	prioritize	prioritize	AUX
futech-623	245	5	construct	construct	VERB
futech-623	245	6	validity	validity	NOUN
futech-623	245	7	over	over	ADP
futech-623	245	8	perfect	perfect	ADJ
futech-623	245	9	fit	fit	ADJ
futech-623	245	10	indices	index	NOUN
futech-623	245	11	,	,	PUNCT
futech-623	245	12	and	and	CCONJ
futech-623	245	13	given	give	VERB
futech-623	245	14	our	our	PRON
futech-623	245	15	theoretical	theoretical	ADJ
futech-623	245	16	rationale	rationale	NOUN
futech-623	245	17	for	for	ADP
futech-623	245	18	the	the	DET
futech-623	245	19	three	three	NUM
futech-623	245	20	-	-	PUNCT
futech-623	245	21	factor	factor	NOUN
futech-623	245	22	structure	structure	NOUN
futech-623	245	23	,	,	PUNCT
futech-623	245	24	we	we	PRON
futech-623	245	25	accept	accept	VERB
futech-623	245	26	this	this	DET
futech-623	245	27	model	model	NOUN
futech-623	245	28	as	as	ADP
futech-623	245	29	adequately	adequately	ADV
futech-623	245	30	representing	represent	VERB
futech-623	245	31	the	the	DET
futech-623	245	32	data	datum	NOUN
futech-623	245	33	.	.	PUNCT
futech-623	246	1	confirmatory	confirmatory	NOUN
futech-623	246	2	factor	factor	NOUN
futech-623	246	3	analysis	analysis	NOUN
futech-623	246	4	confirmed	confirm	VERB
futech-623	246	5	that	that	SCONJ
futech-623	246	6	digital	digital	ADJ
futech-623	246	7	literacy	literacy	NOUN
futech-623	246	8	and	and	CCONJ
futech-623	246	9	ai	ai	VERB
futech-623	246	10	support	support	NOUN
futech-623	246	11	loaded	load	VERB
futech-623	246	12	on	on	ADP
futech-623	246	13	distinct	distinct	ADJ
futech-623	246	14	factors	factor	NOUN
futech-623	246	15	with	with	ADP
futech-623	246	16	no	no	DET
futech-623	246	17	problematic	problematic	ADJ
futech-623	246	18	cross	cross	NOUN
futech-623	246	19	-	-	NOUN
futech-623	246	20	loadings	loading	NOUN
futech-623	246	21	.	.	PUNCT
futech-623	247	1	all	all	DET
futech-623	247	2	items	item	NOUN
futech-623	247	3	loaded	load	VERB
futech-623	247	4	primarily	primarily	ADV
futech-623	247	5	on	on	ADP
futech-623	247	6	their	their	PRON
futech-623	247	7	intended	intend	VERB
futech-623	247	8	factors	factor	NOUN
futech-623	247	9	(	(	PUNCT
futech-623	247	10	λ	λ	X
futech-623	247	11	>	>	X
futech-623	247	12	0.60	0.60	NUM
futech-623	247	13	)	)	PUNCT
futech-623	247	14	,	,	PUNCT
futech-623	247	15	with	with	ADP
futech-623	247	16	cross	cross	NOUN
futech-623	247	17	-	-	NOUN
futech-623	247	18	loadings	loading	NOUN
futech-623	247	19	not	not	PART
futech-623	247	20	exceeding	exceed	VERB
futech-623	247	21	0.40	0.40	NUM
futech-623	247	22	.	.	PUNCT
futech-623	248	1	the	the	DET
futech-623	248	2	correlation	correlation	NOUN
futech-623	248	3	between	between	ADP
futech-623	248	4	digital	digital	ADJ
futech-623	248	5	literacy	literacy	NOUN
futech-623	248	6	and	and	CCONJ
futech-623	248	7	ai	ai	VERB
futech-623	248	8	support	support	NOUN
futech-623	248	9	(	(	PUNCT
futech-623	248	10	r=0.32	r=0.32	ADJ
futech-623	248	11	,	,	PUNCT
futech-623	248	12	table	table	NOUN
futech-623	248	13	2	2	NUM
futech-623	248	14	)	)	PUNCT
futech-623	248	15	is	be	AUX
futech-623	248	16	moderate	moderate	ADJ
futech-623	248	17	,	,	PUNCT
futech-623	248	18	indicating	indicate	VERB
futech-623	248	19	related	related	ADJ
futech-623	248	20	but	but	CCONJ
futech-623	248	21	distinguishable	distinguishable	ADJ
futech-623	248	22	constructs	construct	NOUN
futech-623	248	23	.	.	PUNCT
futech-623	249	1	discriminant	discriminant	ADJ
futech-623	249	2	validity	validity	NOUN
futech-623	249	3	was	be	AUX
futech-623	249	4	further	far	ADV
futech-623	249	5	supported	support	VERB
futech-623	249	6	by	by	ADP
futech-623	249	7	the	the	DET
futech-623	249	8	fornelllarcker	fornelllarcker	ADJ
futech-623	249	9	criterion	criterion	NOUN
futech-623	249	10	:	:	PUNCT
futech-623	249	11	the	the	DET
futech-623	249	12	square	square	ADJ
futech-623	249	13	root	root	NOUN
futech-623	249	14	of	of	ADP
futech-623	249	15	ave	ave	NOUN
futech-623	249	16	for	for	ADP
futech-623	249	17	digital	digital	ADJ
futech-623	249	18	literacy	literacy	NOUN
futech-623	249	19	(	(	PUNCT
futech-623	249	20	0.78	0.78	NUM
futech-623	249	21	)	)	PUNCT
futech-623	249	22	exceeded	exceed	VERB
futech-623	249	23	its	its	PRON
futech-623	249	24	correlation	correlation	NOUN
futech-623	249	25	with	with	ADP
futech-623	249	26	ai	ai	PRON
futech-623	249	27	support	support	NOUN
futech-623	249	28	(	(	PUNCT
futech-623	249	29	0.32	0.32	NUM
futech-623	249	30	)	)	PUNCT
futech-623	249	31	,	,	PUNCT
futech-623	249	32	and	and	CCONJ
futech-623	249	33	the	the	DET
futech-623	249	34	square	square	ADJ
futech-623	249	35	root	root	NOUN
futech-623	249	36	of	of	ADP
futech-623	249	37	ave	ave	NOUN
futech-623	249	38	for	for	ADP
futech-623	249	39	ai	ai	PRON
futech-623	249	40	support	support	NOUN
futech-623	249	41	(	(	PUNCT
futech-623	249	42	0.76	0.76	NUM
futech-623	249	43	)	)	PUNCT
futech-623	249	44	exceeded	exceed	VERB
futech-623	249	45	its	its	PRON
futech-623	249	46	correlation	correlation	NOUN
futech-623	249	47	with	with	ADP
futech-623	249	48	digital	digital	ADJ
futech-623	249	49	literacy	literacy	NOUN
futech-623	249	50	(	(	PUNCT
futech-623	249	51	0.32	0.32	NUM
futech-623	249	52	)	)	PUNCT
futech-623	249	53	,	,	PUNCT
futech-623	249	54	confirming	confirm	VERB
futech-623	249	55	these	these	DET
futech-623	249	56	measures	measure	NOUN
futech-623	249	57	capture	capture	VERB
futech-623	249	58	distinct	distinct	ADJ
futech-623	249	59	variance	variance	NOUN
futech-623	249	60	.	.	PUNCT
futech-623	250	1	table	table	NOUN
futech-623	250	2	4	4	NUM
futech-623	250	3	presents	present	VERB
futech-623	250	4	standardized	standardized	ADJ
futech-623	250	5	factor	factor	NOUN
futech-623	250	6	loadings	loading	NOUN
futech-623	250	7	,	,	PUNCT
futech-623	250	8	composite	composite	ADJ
futech-623	250	9	reliability	reliability	NOUN
futech-623	250	10	(	(	PUNCT
futech-623	250	11	cr	cr	NOUN
futech-623	250	12	)	)	PUNCT
futech-623	250	13	,	,	PUNCT
futech-623	250	14	and	and	CCONJ
futech-623	250	15	average	average	ADJ
futech-623	250	16	variance	variance	NOUN
futech-623	250	17	extracted	extract	VERB
futech-623	250	18	(	(	PUNCT
futech-623	250	19	ave	ave	NOUN
futech-623	250	20	)	)	PUNCT
futech-623	250	21	for	for	ADP
futech-623	250	22	all	all	DET
futech-623	250	23	constructs	construct	NOUN
futech-623	250	24	.	.	PUNCT
futech-623	251	1	all	all	DET
futech-623	251	2	factor	factor	NOUN
futech-623	251	3	loadings	loading	NOUN
futech-623	251	4	exceeded	exceed	VERB
futech-623	251	5	0.60	0.60	NUM
futech-623	251	6	,	,	PUNCT
futech-623	251	7	with	with	ADP
futech-623	251	8	most	most	ADJ
futech-623	251	9	above	above	ADP
futech-623	251	10	0.70	0.70	NUM
futech-623	251	11	.	.	PUNCT
futech-623	252	1	cr	cr	NOUN
futech-623	252	2	values	value	NOUN
futech-623	252	3	ranged	range	VERB
futech-623	252	4	from	from	ADP
futech-623	252	5	0.86	0.86	NUM
futech-623	252	6	to	to	ADP
futech-623	252	7	0.93	0.93	NUM
futech-623	252	8	,	,	PUNCT
futech-623	252	9	all	all	PRON
futech-623	252	10	exceeding	exceed	VERB
futech-623	252	11	the	the	DET
futech-623	252	12	0.70	0.70	NUM
futech-623	252	13	threshold	threshold	NOUN
futech-623	252	14	.	.	PUNCT
futech-623	253	1	ave	ave	NOUN
futech-623	253	2	values	value	NOUN
futech-623	253	3	ranged	range	VERB
futech-623	253	4	from	from	ADP
futech-623	253	5	0.58	0.58	NUM
futech-623	253	6	to	to	ADP
futech-623	253	7	0.72	0.72	NUM
futech-623	253	8	,	,	PUNCT
futech-623	253	9	all	all	PRON
futech-623	253	10	exceeding	exceed	VERB
futech-623	253	11	the	the	DET
futech-623	253	12	0.50	0.50	NUM
futech-623	253	13	criterion	criterion	NOUN
futech-623	253	14	,	,	PUNCT
futech-623	253	15	supporting	support	VERB
futech-623	253	16	convergent	convergent	NOUN
futech-623	253	17	validity	validity	NOUN
futech-623	253	18	per	per	ADP
futech-623	253	19	fornell	fornell	NOUN
futech-623	253	20	and	and	CCONJ
futech-623	253	21	larcker	larcker	NOUN
futech-623	253	22	(	(	PUNCT
futech-623	253	23	1981	1981	NUM
futech-623	253	24	)	)	PUNCT
futech-623	253	25	.	.	PUNCT
futech-623	254	1	square	square	ADJ
futech-623	254	2	roots	root	NOUN
futech-623	254	3	of	of	ADP
futech-623	254	4	ave	ave	NOUN
futech-623	254	5	(	(	PUNCT
futech-623	254	6	diagonal	diagonal	ADJ
futech-623	254	7	in	in	ADP
futech-623	254	8	correlation	correlation	NOUN
futech-623	254	9	matrix	matrix	NOUN
futech-623	254	10	)	)	PUNCT
futech-623	254	11	exceeded	exceed	VERB
futech-623	254	12	inter	inter	ADJ
futech-623	254	13	-	-	ADJ
futech-623	254	14	construct	construct	ADJ
futech-623	254	15	correlations	correlation	NOUN
futech-623	254	16	,	,	PUNCT
futech-623	254	17	confirming	confirm	VERB
futech-623	254	18	discriminant	discriminant	ADJ
futech-623	254	19	validity	validity	NOUN
futech-623	254	20	.	.	PUNCT
futech-623	255	1	the	the	DET
futech-623	255	2	three	three	NUM
futech-623	255	3	-	-	PUNCT
futech-623	255	4	factor	factor	NOUN
futech-623	255	5	model	model	NOUN
futech-623	255	6	fit	fit	VERB
futech-623	255	7	significantly	significantly	ADV
futech-623	255	8	better	well	ADJ
futech-623	255	9	than	than	ADP
futech-623	255	10	alternative	alternative	ADJ
futech-623	255	11	models	model	NOUN
futech-623	255	12	,	,	PUNCT
futech-623	255	13	providing	provide	VERB
futech-623	255	14	strong	strong	ADJ
futech-623	255	15	evidence	evidence	NOUN
futech-623	255	16	for	for	ADP
futech-623	255	17	discriminant	discriminant	ADJ
futech-623	255	18	validity	validity	NOUN
futech-623	255	19	.	.	PUNCT
futech-623	256	1	harman	harman	PROPN
futech-623	256	2	's	's	PART
futech-623	256	3	single	single	ADJ
futech-623	256	4	-	-	PUNCT
futech-623	256	5	factor	factor	NOUN
futech-623	256	6	test	test	NOUN
futech-623	256	7	revealed	reveal	VERB
futech-623	256	8	that	that	SCONJ
futech-623	256	9	the	the	DET
futech-623	256	10	first	first	ADJ
futech-623	256	11	factor	factor	NOUN
futech-623	256	12	accounted	account	VERB
futech-623	256	13	for	for	ADP
futech-623	256	14	26.8	26.8	NUM
futech-623	256	15	%	%	NOUN
futech-623	256	16	of	of	ADP
futech-623	256	17	the	the	DET
futech-623	256	18	variance	variance	NOUN
futech-623	256	19	,	,	PUNCT
futech-623	256	20	below	below	ADP
futech-623	256	21	the	the	DET
futech-623	256	22	50	50	NUM
futech-623	256	23	%	%	NOUN
futech-623	256	24	threshold	threshold	NOUN
futech-623	256	25	for	for	ADP
futech-623	256	26	substantial	substantial	ADJ
futech-623	256	27	method	method	NOUN
futech-623	256	28	bias	bias	NOUN
futech-623	256	29	.	.	PUNCT
futech-623	257	1	table	table	NOUN
futech-623	257	2	3	3	NUM
futech-623	257	3	.	.	PUNCT
futech-623	257	4	confirmatory	confirmatory	ADJ
futech-623	257	5	factor	factor	NOUN
futech-623	257	6	analysis	analysis	NOUN
futech-623	257	7	fit	fit	ADJ
futech-623	257	8	indices	index	NOUN
futech-623	257	9	model	model	NOUN
futech-623	257	10	χ²	χ²	PROPN
futech-623	257	11	df	df	PROPN
futech-623	257	12	cfi	cfi	PROPN
futech-623	257	13	tli	tli	PROPN
futech-623	257	14	rmsea	rmsea	PROPN
futech-623	257	15	srmr	srmr	PROPN
futech-623	257	16	m1	m1	PROPN
futech-623	257	17	:	:	PUNCT
futech-623	257	18	three	three	NUM
futech-623	257	19	-	-	PUNCT
futech-623	257	20	factor	factor	NOUN
futech-623	257	21	342.15	342.15	NUM
futech-623	257	22	*	*	PUNCT
futech-623	257	23	*	*	PUNCT
futech-623	257	24	*	*	NOUN
futech-623	257	25	149	149	NUM
futech-623	257	26	0.918	0.918	NUM
futech-623	257	27	0.906	0.906	NUM
futech-623	257	28	0.066	0.066	NUM
futech-623	257	29	0.052	0.052	NUM
futech-623	257	30	m2	m2	PROPN
futech-623	257	31	:	:	PUNCT
futech-623	257	32	two	two	NUM
futech-623	257	33	-	-	PUNCT
futech-623	257	34	factor	factor	NOUN
futech-623	257	35	907.89	907.89	NUM
futech-623	257	36	*	*	PUNCT
futech-623	257	37	*	*	PUNCT
futech-623	257	38	*	*	PUNCT
futech-623	257	39	151	151	NUM
futech-623	257	40	0.742	0.742	NUM
futech-623	257	41	0.718	0.718	NUM
futech-623	257	42	0.124	0.124	NUM
futech-623	257	43	0.095	0.095	NUM
futech-623	257	44	m3	m3	NOUN
futech-623	257	45	:	:	PUNCT
futech-623	257	46	one	one	NUM
futech-623	257	47	-	-	PUNCT
futech-623	257	48	factor	factor	NOUN
futech-623	257	49	1764.61	1764.61	NUM
futech-623	257	50	*	*	NOUN
futech-623	257	51	*	*	PUNCT
futech-623	257	52	*	*	PUNCT
futech-623	257	53	152	152	NUM
futech-623	257	54	0.512	0.512	NUM
futech-623	257	55	0.478	0.478	NUM
futech-623	257	56	0.178	0.178	NUM
futech-623	257	57	0.142	0.142	NUM
futech-623	257	58	m4	m4	NOUN
futech-623	257	59	:	:	PUNCT
futech-623	257	60	m1+clf	m1+clf	PROPN
futech-623	257	61	319.65	319.65	NUM
futech-623	257	62	*	*	PUNCT
futech-623	257	63	*	*	PUNCT
futech-623	257	64	*	*	PUNCT
futech-623	257	65	131	131	NUM
futech-623	257	66	0.927	0.927	NUM
futech-623	257	67	0.913	0.913	NUM
futech-623	257	68	0.062	0.062	NUM
futech-623	257	69	0.048	0.048	NUM
futech-623	257	70	the	the	DET
futech-623	257	71	common	common	ADJ
futech-623	257	72	latent	latent	NOUN
futech-623	257	73	factor	factor	NOUN
futech-623	257	74	(	(	PUNCT
futech-623	257	75	clf	clf	PROPN
futech-623	257	76	)	)	PUNCT
futech-623	257	77	method	method	NOUN
futech-623	257	78	provides	provide	VERB
futech-623	257	79	a	a	DET
futech-623	257	80	more	more	ADV
futech-623	257	81	stringent	stringent	ADJ
futech-623	257	82	assessment	assessment	NOUN
futech-623	257	83	of	of	ADP
futech-623	257	84	common	common	ADJ
futech-623	257	85	method	method	NOUN
futech-623	257	86	variance	variance	NOUN
futech-623	257	87	than	than	ADP
futech-623	257	88	harman	harman	PROPN
futech-623	257	89	's	's	PART
futech-623	257	90	test	test	NOUN
futech-623	257	91	.	.	PUNCT
futech-623	258	1	we	we	PRON
futech-623	258	2	compared	compare	VERB
futech-623	258	3	the	the	DET
futech-623	258	4	three	three	NUM
futech-623	258	5	-	-	PUNCT
futech-623	258	6	factor	factor	NOUN
futech-623	258	7	model	model	NOUN
futech-623	258	8	(	(	PUNCT
futech-623	258	9	m1	m1	NOUN
futech-623	258	10	:	:	PUNCT
futech-623	258	11	χ²=342.15	χ²=342.15	NUM
futech-623	258	12	,	,	PUNCT
futech-623	258	13	df=149	df=149	ADV
futech-623	258	14	,	,	PUNCT
futech-623	258	15	cfi=0.918	cfi=0.918	NOUN
futech-623	258	16	)	)	PUNCT
futech-623	258	17	against	against	ADP
futech-623	258	18	a	a	DET
futech-623	258	19	model	model	NOUN
futech-623	258	20	adding	add	VERB
futech-623	258	21	a	a	DET
futech-623	258	22	clf	clf	PROPN
futech-623	258	23	onto	onto	ADP
futech-623	258	24	which	which	PRON
futech-623	258	25	all	all	DET
futech-623	258	26	indicators	indicator	NOUN
futech-623	258	27	loaded	load	VERB
futech-623	258	28	(	(	PUNCT
futech-623	258	29	m4	m4	PROPN
futech-623	258	30	:	:	PUNCT
futech-623	258	31	χ²=319.65	χ²=319.65	NOUN
futech-623	258	32	,	,	PUNCT
futech-623	258	33	df=131	df=131	PROPN
futech-623	258	34	,	,	PUNCT
futech-623	258	35	cfi=0.927	cfi=0.927	NOUN
futech-623	258	36	)	)	PUNCT
futech-623	258	37	.	.	PUNCT
futech-623	259	1	the	the	DET
futech-623	259	2	improvement	improvement	NOUN
futech-623	259	3	was	be	AUX
futech-623	259	4	minimal	minimal	ADJ
futech-623	259	5	(	(	PUNCT
futech-623	259	6	δcfi=0.009	δcfi=0.009	NUM
futech-623	259	7	,	,	PUNCT
futech-623	259	8	δχ²=22.50	δχ²=22.50	NOUN
futech-623	259	9	,	,	PUNCT
futech-623	259	10	δdf=18	δdf=18	NOUN
futech-623	259	11	,	,	PUNCT
futech-623	259	12	p=0.212	p=0.212	NOUN
futech-623	259	13	)	)	PUNCT
futech-623	259	14	,	,	PUNCT
futech-623	259	15	suggesting	suggest	VERB
futech-623	259	16	cmv	cmv	NOUN
futech-623	259	17	is	be	AUX
futech-623	259	18	not	not	PART
futech-623	259	19	substantial	substantial	ADJ
futech-623	259	20	.	.	PUNCT
futech-623	260	1	standardized	standardize	VERB
futech-623	260	2	loadings	loading	NOUN
futech-623	260	3	on	on	ADP
futech-623	260	4	the	the	DET
futech-623	260	5	clf	clf	PROPN
futech-623	260	6	ranged	range	VERB
futech-623	260	7	from	from	ADP
futech-623	260	8	0.08	0.08	NUM
futech-623	260	9	to	to	PART
futech-623	260	10	0.19	0.19	NUM
futech-623	260	11	(	(	PUNCT
futech-623	260	12	m=0.13	m=0.13	X
futech-623	260	13	)	)	PUNCT
futech-623	260	14	,	,	PUNCT
futech-623	260	15	indicating	indicate	VERB
futech-623	260	16	the	the	DET
futech-623	260	17	common	common	ADJ
futech-623	260	18	method	method	NOUN
futech-623	260	19	factor	factor	NOUN
futech-623	260	20	explains	explain	VERB
futech-623	260	21	only	only	ADV
futech-623	260	22	1.7	1.7	NUM
futech-623	260	23	%	%	NOUN
futech-623	260	24	of	of	ADP
futech-623	260	25	variance	variance	NOUN
futech-623	260	26	on	on	ADP
futech-623	260	27	average	average	ADJ
futech-623	260	28	(	(	PUNCT
futech-623	260	29	calculated	calculate	VERB
futech-623	260	30	as	as	ADP
futech-623	260	31	mean	mean	NOUN
futech-623	260	32	squared	square	VERB
futech-623	260	33	loading	loading	NOUN
futech-623	260	34	:	:	PUNCT
futech-623	260	35	0.13²=0.017	0.13²=0.017	NUM
futech-623	260	36	)	)	PUNCT
futech-623	260	37	.	.	PUNCT
futech-623	261	1	this	this	PRON
futech-623	261	2	is	be	AUX
futech-623	261	3	well	well	ADV
futech-623	261	4	below	below	ADP
futech-623	261	5	the	the	DET
futech-623	261	6	25	25	NUM
futech-623	261	7	%	%	NOUN
futech-623	261	8	threshold	threshold	NOUN
futech-623	261	9	typically	typically	ADV
futech-623	261	10	considered	consider	VERB
futech-623	261	11	problematic	problematic	ADJ
futech-623	261	12	.	.	PUNCT
futech-623	262	1	additionally	additionally	ADV
futech-623	262	2	,	,	PUNCT
futech-623	262	3	substantive	substantive	ADJ
futech-623	262	4	factor	factor	NOUN
futech-623	262	5	loadings	loading	NOUN
futech-623	262	6	remained	remain	VERB
futech-623	262	7	large	large	ADJ
futech-623	262	8	and	and	CCONJ
futech-623	262	9	significant	significant	ADJ
futech-623	262	10	after	after	ADP
futech-623	262	11	controlling	control	VERB
futech-623	262	12	for	for	ADP
futech-623	262	13	clf	clf	PROPN
futech-623	262	14	(	(	PUNCT
futech-623	262	15	all	all	PRON
futech-623	262	16	λ	λ	X
futech-623	262	17	>	>	NOUN
futech-623	262	18	0.60	0.60	NUM
futech-623	262	19	)	)	PUNCT
futech-623	262	20	,	,	PUNCT
futech-623	262	21	confirming	confirm	VERB
futech-623	262	22	that	that	SCONJ
futech-623	262	23	our	our	PRON
futech-623	262	24	constructs	construct	NOUN
futech-623	262	25	capture	capture	VERB
futech-623	262	26	meaningful	meaningful	ADJ
futech-623	262	27	variance	variance	NOUN
futech-623	262	28	beyond	beyond	ADP
futech-623	262	29	method	method	NOUN
futech-623	262	30	effects	effect	NOUN
futech-623	262	31	.	.	PUNCT
futech-623	263	1	the	the	DET
futech-623	263	2	difference	difference	NOUN
futech-623	263	3	in	in	ADP
futech-623	263	4	fit	fit	ADJ
futech-623	263	5	indices	index	NOUN
futech-623	263	6	between	between	ADP
futech-623	263	7	constrained	constrain	VERB
futech-623	263	8	(	(	PUNCT
futech-623	263	9	m1	m1	NOUN
futech-623	263	10	)	)	PUNCT
futech-623	263	11	and	and	CCONJ
futech-623	263	12	clf	clf	PROPN
futech-623	263	13	models	model	NOUN
futech-623	263	14	(	(	PUNCT
futech-623	263	15	m4	m4	PROPN
futech-623	263	16	)	)	PUNCT
futech-623	263	17	was	be	AUX
futech-623	263	18	negligible	negligible	ADJ
futech-623	263	19	:	:	PUNCT
futech-623	263	20	δrmsea=0.004	δrmsea=0.004	NOUN
futech-623	263	21	,	,	PUNCT
futech-623	263	22	δtli=0.007	δtli=0.007	NOUN
futech-623	263	23	,	,	PUNCT
futech-623	263	24	δsrmr=0.003	δsrmr=0.003	NUM
futech-623	263	25	,	,	PUNCT
futech-623	263	26	all	all	PRON
futech-623	263	27	indicating	indicate	VERB
futech-623	263	28	minimal	minimal	ADJ
futech-623	263	29	method	method	NOUN
futech-623	263	30	variance	variance	NOUN
futech-623	263	31	.	.	PUNCT
futech-623	264	1	method	method	PROPN
futech-623	264	2	variance	variance	NOUN
futech-623	264	3	accounts	account	VERB
futech-623	264	4	for	for	ADP
futech-623	264	5	approximately	approximately	ADV
futech-623	264	6	17	17	NUM
futech-623	264	7	%	%	NOUN
futech-623	264	8	of	of	ADP
futech-623	264	9	total	total	ADJ
futech-623	264	10	variance	variance	NOUN
futech-623	264	11	(	(	PUNCT
futech-623	264	12	calculated	calculate	VERB
futech-623	264	13	from	from	ADP
futech-623	264	14	clf	clf	PROPN
futech-623	264	15	model	model	NOUN
futech-623	264	16	r²	r²	PROPN
futech-623	264	17	)	)	PUNCT
futech-623	264	18	,	,	PUNCT
futech-623	264	19	below	below	ADP
futech-623	264	20	the	the	DET
futech-623	264	21	20	20	NUM
futech-623	264	22	%	%	NOUN
futech-623	264	23	recommended	recommend	VERB
futech-623	264	24	threshold	threshold	NOUN
futech-623	264	25	,	,	PUNCT
futech-623	264	26	confirming	confirm	VERB
futech-623	264	27	common	common	ADJ
futech-623	264	28	method	method	NOUN
futech-623	264	29	bias	bias	NOUN
futech-623	264	30	is	be	AUX
futech-623	264	31	not	not	PART
futech-623	264	32	a	a	DET
futech-623	264	33	major	major	ADJ
futech-623	264	34	threat	threat	NOUN
futech-623	264	35	to	to	ADP
futech-623	264	36	our	our	PRON
futech-623	264	37	findings	finding	NOUN
futech-623	264	38	.	.	PUNCT
futech-623	265	1	beyond	beyond	ADP
futech-623	265	2	post	post	ADJ
futech-623	265	3	-	-	ADJ
futech-623	265	4	hoc	hoc	ADJ
futech-623	265	5	statistical	statistical	ADJ
futech-623	265	6	tests	test	NOUN
futech-623	265	7	,	,	PUNCT
futech-623	265	8	we	we	PRON
futech-623	265	9	implemented	implement	VERB
futech-623	265	10	several	several	ADJ
futech-623	265	11	procedural	procedural	ADJ
futech-623	265	12	remedies	remedy	NOUN
futech-623	265	13	during	during	ADP
futech-623	265	14	data	data	NOUN
futech-623	265	15	collection	collection	NOUN
futech-623	265	16	to	to	PART
futech-623	265	17	minimize	minimize	VERB
futech-623	265	18	common	common	ADJ
futech-623	265	19	method	method	NOUN
futech-623	265	20	bias	bias	NOUN
futech-623	265	21	:	:	PUNCT
futech-623	265	22	(	(	PUNCT
futech-623	265	23	1	1	X
futech-623	265	24	)	)	PUNCT
futech-623	265	25	psychological	psychological	ADJ
futech-623	265	26	separation	separation	NOUN
futech-623	265	27	:	:	PUNCT
futech-623	265	28	different	different	ADJ
futech-623	265	29	constructs	construct	NOUN
futech-623	265	30	were	be	AUX
futech-623	265	31	presented	present	VERB
futech-623	265	32	in	in	ADP
futech-623	265	33	varied	varied	ADJ
futech-623	265	34	sections	section	NOUN
futech-623	265	35	with	with	ADP
futech-623	265	36	buffer	buffer	NOUN
futech-623	265	37	items	item	NOUN
futech-623	265	38	between	between	ADP
futech-623	265	39	them	they	PRON
futech-623	265	40	.	.	PUNCT
futech-623	266	1	(	(	PUNCT
futech-623	266	2	2	2	X
futech-623	266	3	)	)	PUNCT
futech-623	266	4	question	question	NOUN
futech-623	266	5	order	order	NOUN
futech-623	266	6	counterbalancing	counterbalance	VERB
futech-623	266	7	:	:	PUNCT
futech-623	266	8	in	in	ADP
futech-623	266	9	50	50	NUM
futech-623	266	10	%	%	NOUN
futech-623	266	11	of	of	ADP
futech-623	266	12	surveys	survey	NOUN
futech-623	266	13	,	,	PUNCT
futech-623	266	14	work	work	NOUN
futech-623	266	15	engagement	engagement	NOUN
futech-623	266	16	items	item	NOUN
futech-623	266	17	appeared	appear	VERB
futech-623	266	18	before	before	ADV
futech-623	266	19	ai	ai	VERB
futech-623	266	20	support	support	NOUN
futech-623	266	21	items	item	NOUN
futech-623	266	22	to	to	PART
futech-623	266	23	control	control	VERB
futech-623	266	24	for	for	ADP
futech-623	266	25	priming	prime	VERB
futech-623	266	26	effects	effect	NOUN
futech-623	266	27	.	.	PUNCT
futech-623	267	1	comparison	comparison	NOUN
futech-623	267	2	showed	show	VERB
futech-623	267	3	no	no	DET
futech-623	267	4	significant	significant	ADJ
futech-623	267	5	differences	difference	NOUN
futech-623	267	6	between	between	ADP
futech-623	267	7	versions	version	NOUN
futech-623	267	8	(	(	PUNCT
futech-623	267	9	f=0.87	f=0.87	PROPN
futech-623	267	10	,	,	PUNCT
futech-623	267	11	p=0.352	p=0.352	X
futech-623	267	12	)	)	PUNCT
futech-623	267	13	.	.	PUNCT
futech-623	268	1	table	table	NOUN
futech-623	268	2	4	4	NUM
futech-623	268	3	.	.	PUNCT
futech-623	268	4	standardized	standardized	ADJ
futech-623	268	5	factor	factor	NOUN
futech-623	268	6	loadings	loading	NOUN
futech-623	268	7	,	,	PUNCT
futech-623	268	8	composite	composite	ADJ
futech-623	268	9	reliability	reliability	NOUN
futech-623	268	10	,	,	PUNCT
futech-623	268	11	and	and	CCONJ
futech-623	268	12	average	average	ADJ
futech-623	268	13	variance	variance	NOUN
futech-623	268	14	extracted	extract	VERB
futech-623	268	15	construct	construct	NOUN
futech-623	268	16	item	item	NOUN
futech-623	268	17	factor	factor	NOUN
futech-623	268	18	loading	load	VERB
futech-623	268	19	cr	cr	PROPN
futech-623	268	20	ave	ave	PROPN
futech-623	268	21	ai	ai	PROPN
futech-623	268	22	-	-	PUNCT
futech-623	268	23	based	base	VERB
futech-623	268	24	organizational	organizational	ADJ
futech-623	268	25	support	support	NOUN
futech-623	268	26	0.91	0.91	NUM
futech-623	268	27	0.58	0.58	NUM
futech-623	268	28	teaching	teach	VERB
futech-623	268	29	support	support	NOUN
futech-623	268	30	ais1	ais1	NOUN
futech-623	268	31	0.76	0.76	NUM
futech-623	268	32	ais2	ais2	PROPN
futech-623	268	33	0.79	0.79	NUM
futech-623	268	34	ais3	ais3	PROPN
futech-623	268	35	0.82	0.82	NUM
futech-623	268	36	research	research	NOUN
futech-623	268	37	support	support	NOUN
futech-623	268	38	ais4	ais4	VERB
futech-623	268	39	0.77	0.77	NUM
futech-623	268	40	ais5	ais5	PROPN
futech-623	268	41	0.73	0.73	NUM
futech-623	268	42	ais6	ais6	PROPN
futech-623	268	43	0.75	0.75	NUM
futech-623	268	44	administrative	administrative	ADJ
futech-623	268	45	support	support	NOUN
futech-623	268	46	ais7	ais7	NOUN
futech-623	268	47	0.71	0.71	NUM
futech-623	268	48	ais8	ais8	NOUN
futech-623	268	49	0.74	0.74	NUM
futech-623	268	50	ais9	ais9	NOUN
futech-623	268	51	0.68	0.68	NUM
futech-623	268	52	digital	digital	ADJ
futech-623	268	53	literacy	literacy	NOUN
futech-623	268	54	0.86	0.86	NUM
futech-623	268	55	0.61	0.61	NUM
futech-623	268	56	technical	technical	ADJ
futech-623	268	57	competence	competence	NOUN
futech-623	268	58	dl1	dl1	NOUN
futech-623	268	59	0.81	0.81	NUM
futech-623	268	60	dl2	dl2	VERB
futech-623	268	61	0.84	0.84	NUM
futech-623	268	62	self	self	NOUN
futech-623	268	63	-	-	PUNCT
futech-623	268	64	efficacy	efficacy	NOUN
futech-623	268	65	dl3	dl3	NOUN
futech-623	268	66	0.79	0.79	NUM
futech-623	268	67	dl4	dl4	NOUN
futech-623	268	68	0.72	0.72	NUM
futech-623	268	69	work	work	NOUN
futech-623	268	70	engagement	engagement	NOUN
futech-623	268	71	0.93	0.93	NUM
futech-623	268	72	0.72	0.72	NUM
futech-623	268	73	vigor	vigor	NOUN
futech-623	268	74	we1	we1	X
futech-623	268	75	0.85	0.85	NUM
futech-623	268	76	we2	we2	ADP
futech-623	268	77	0.81	0.81	NUM
futech-623	268	78	we3	we3	NOUN
futech-623	268	79	0.83	0.83	NUM
futech-623	268	80	dedication	dedication	NOUN
futech-623	268	81	we4	we4	VERB
futech-623	268	82	0.88	0.88	NUM
futech-623	268	83	we5	we5	NOUN
futech-623	268	84	0.86	0.86	NUM
futech-623	268	85	we6	we6	NOUN
futech-623	268	86	0.84	0.84	NUM
futech-623	268	87	absorption	absorption	NOUN
futech-623	268	88	we7	we7	NOUN
futech-623	268	89	0.86	0.86	NUM
futech-623	268	90	we8	we8	NOUN
futech-623	268	91	0.82	0.82	NUM
futech-623	268	92	we9	we9	PROPN
futech-623	268	93	0.84	0.84	NUM
futech-623	269	1	z.	z.	PROPN
futech-623	269	2	qian	qian	PROPN
futech-623	269	3	et	et	PROPN
futech-623	269	4	al	al	PROPN
futech-623	269	5	.	.	PROPN
futech-623	269	6	/future	/future	PUNCT
futech-623	269	7	technology	technology	PROPN
futech-623	269	8	february	february	PROPN
futech-623	269	9	2026|	2026|	NUM
futech-623	269	10	volume	volume	NOUN
futech-623	269	11	05	05	NUM
futech-623	270	1	|	|	ADV
futech-623	270	2	issue	issue	NOUN
futech-623	270	3	01	01	NUM
futech-623	271	1	|	|	ADV
futech-623	271	2	pages	page	VERB
futech-623	271	3	222	222	NUM
futech-623	271	4	-	-	SYM
futech-623	271	5	233	233	NUM
futech-623	271	6	229	229	NUM
futech-623	271	7	(	(	PUNCT
futech-623	271	8	3	3	X
futech-623	271	9	)	)	PUNCT
futech-623	271	10	anonymity	anonymity	NOUN
futech-623	271	11	assurance	assurance	NOUN
futech-623	271	12	:	:	PUNCT
futech-623	271	13	the	the	DET
futech-623	271	14	survey	survey	NOUN
futech-623	271	15	introduction	introduction	NOUN
futech-623	271	16	emphasized	emphasize	VERB
futech-623	271	17	complete	complete	ADJ
futech-623	271	18	anonymity	anonymity	NOUN
futech-623	271	19	and	and	CCONJ
futech-623	271	20	no	no	DET
futech-623	271	21	individual	individual	ADJ
futech-623	271	22	-	-	PUNCT
futech-623	271	23	level	level	NOUN
futech-623	271	24	reporting	reporting	NOUN
futech-623	271	25	.	.	PUNCT
futech-623	272	1	(	(	PUNCT
futech-623	272	2	4	4	X
futech-623	272	3	)	)	PUNCT
futech-623	272	4	different	different	ADJ
futech-623	272	5	scale	scale	NOUN
futech-623	272	6	anchors	anchor	NOUN
futech-623	272	7	:	:	PUNCT
futech-623	272	8	we	we	PRON
futech-623	272	9	varied	vary	VERB
futech-623	272	10	response	response	NOUN
futech-623	272	11	formats	format	NOUN
futech-623	272	12	(	(	PUNCT
futech-623	272	13	strongly	strongly	ADV
futech-623	272	14	disagree	disagree	VERB
futech-623	272	15	-	-	PUNCT
futech-623	272	16	strongly	strongly	ADV
futech-623	272	17	agree	agree	VERB
futech-623	272	18	vs.	vs.	ADP
futech-623	272	19	never	never	ADV
futech-623	272	20	-	-	PUNCT
futech-623	272	21	always	always	ADV
futech-623	272	22	)	)	PUNCT
futech-623	272	23	across	across	ADP
futech-623	272	24	constructs	construct	NOUN
futech-623	272	25	where	where	SCONJ
futech-623	272	26	appropriate	appropriate	ADJ
futech-623	272	27	.	.	PUNCT
futech-623	273	1	(	(	PUNCT
futech-623	273	2	5	5	X
futech-623	273	3	)	)	PUNCT
futech-623	273	4	clear	clear	ADJ
futech-623	273	5	item	item	NOUN
futech-623	273	6	wording	wording	NOUN
futech-623	273	7	:	:	PUNCT
futech-623	273	8	items	item	NOUN
futech-623	273	9	avoided	avoid	VERB
futech-623	273	10	ambiguous	ambiguous	ADJ
futech-623	273	11	terms	term	NOUN
futech-623	273	12	and	and	CCONJ
futech-623	273	13	double	double	ADJ
futech-623	273	14	-	-	PUNCT
futech-623	273	15	barreled	barrel	VERB
futech-623	273	16	questions	question	NOUN
futech-623	273	17	.	.	PUNCT
futech-623	274	1	these	these	DET
futech-623	274	2	procedural	procedural	ADJ
futech-623	274	3	controls	control	NOUN
futech-623	274	4	complement	complement	VERB
futech-623	274	5	our	our	PRON
futech-623	274	6	statistical	statistical	ADJ
futech-623	274	7	tests	test	NOUN
futech-623	274	8	,	,	PUNCT
futech-623	274	9	strengthening	strengthen	VERB
futech-623	274	10	confidence	confidence	NOUN
futech-623	274	11	that	that	SCONJ
futech-623	274	12	common	common	ADJ
futech-623	274	13	method	method	NOUN
futech-623	274	14	bias	bias	NOUN
futech-623	274	15	is	be	AUX
futech-623	274	16	not	not	PART
futech-623	274	17	a	a	DET
futech-623	274	18	major	major	ADJ
futech-623	274	19	threat	threat	NOUN
futech-623	274	20	.	.	PUNCT
futech-623	275	1	4.3	4.3	NUM
futech-623	275	2	hypothesis	hypothesis	NOUN
futech-623	275	3	testing	testing	NOUN
futech-623	275	4	hierarchical	hierarchical	ADJ
futech-623	275	5	regression	regression	NOUN
futech-623	275	6	results	result	NOUN
futech-623	275	7	are	be	AUX
futech-623	275	8	presented	present	VERB
futech-623	275	9	in	in	ADP
futech-623	275	10	table	table	NOUN
futech-623	275	11	5	5	NUM
futech-623	275	12	.	.	PUNCT
futech-623	275	13	hierarchical	hierarchical	ADJ
futech-623	275	14	regression	regression	NOUN
futech-623	275	15	tested	test	VERB
futech-623	275	16	hypotheses	hypothesis	NOUN
futech-623	275	17	in	in	ADP
futech-623	275	18	four	four	NUM
futech-623	275	19	steps	step	NOUN
futech-623	275	20	(	(	PUNCT
futech-623	275	21	table	table	NOUN
futech-623	275	22	5	5	NUM
futech-623	275	23	)	)	PUNCT
futech-623	275	24	.	.	PUNCT
futech-623	276	1	controls	control	NOUN
futech-623	276	2	(	(	PUNCT
futech-623	276	3	step	step	NOUN
futech-623	276	4	1	1	NUM
futech-623	276	5	)	)	PUNCT
futech-623	276	6	explained	explain	VERB
futech-623	276	7	9.5	9.5	NUM
futech-623	276	8	-	-	SYM
futech-623	276	9	11.6	11.6	NUM
futech-623	276	10	%	%	NOUN
futech-623	276	11	variance	variance	NOUN
futech-623	276	12	(	(	PUNCT
futech-623	276	13	all	all	DET
futech-623	276	14	p<0.001	p<0.001	ADJ
futech-623	276	15	)	)	PUNCT
futech-623	276	16	.	.	PUNCT
futech-623	277	1	ai	ai	VERB
futech-623	277	2	support	support	NOUN
futech-623	277	3	(	(	PUNCT
futech-623	277	4	step	step	NOUN
futech-623	277	5	2	2	NUM
futech-623	277	6	)	)	PUNCT
futech-623	277	7	substantially	substantially	ADV
futech-623	277	8	increased	increase	VERB
futech-623	277	9	variance	variance	NOUN
futech-623	277	10	(	(	PUNCT
futech-623	277	11	δr²=0.137	δr²=0.137	NOUN
futech-623	277	12	-	-	PUNCT
futech-623	277	13	0.186	0.186	NUM
futech-623	277	14	,	,	PUNCT
futech-623	277	15	all	all	DET
futech-623	277	16	p<0.001	p<0.001	ADJ
futech-623	277	17	)	)	PUNCT
futech-623	277	18	.	.	PUNCT
futech-623	278	1	digital	digital	ADJ
futech-623	278	2	literacy	literacy	NOUN
futech-623	278	3	(	(	PUNCT
futech-623	278	4	step	step	NOUN
futech-623	278	5	3	3	NUM
futech-623	278	6	)	)	PUNCT
futech-623	278	7	contributed	contribute	VERB
futech-623	278	8	additional	additional	ADJ
futech-623	278	9	variance	variance	NOUN
futech-623	278	10	(	(	PUNCT
futech-623	278	11	δr²=0.019	δr²=0.019	NOUN
futech-623	278	12	-	-	X
futech-623	278	13	0.025	0.025	NUM
futech-623	278	14	,	,	PUNCT
futech-623	278	15	p<0.01-.001	p<0.01-.001	NOUN
futech-623	278	16	)	)	PUNCT
futech-623	278	17	.	.	PUNCT
futech-623	279	1	the	the	DET
futech-623	279	2	interaction	interaction	NOUN
futech-623	279	3	term	term	NOUN
futech-623	279	4	(	(	PUNCT
futech-623	279	5	step	step	NOUN
futech-623	279	6	4	4	NUM
futech-623	279	7	)	)	PUNCT
futech-623	279	8	uniquely	uniquely	ADV
futech-623	279	9	explained	explain	VERB
futech-623	279	10	incremental	incremental	ADJ
futech-623	279	11	variance	variance	NOUN
futech-623	279	12	(	(	PUNCT
futech-623	279	13	δr²=0.017	δr²=0.017	NOUN
futech-623	279	14	-	-	PUNCT
futech-623	279	15	0.031	0.031	NUM
futech-623	279	16	,	,	PUNCT
futech-623	279	17	p<0.050.001	p<0.050.001	NOUN
futech-623	279	18	)	)	PUNCT
futech-623	279	19	,	,	PUNCT
futech-623	279	20	with	with	ADP
futech-623	279	21	final	final	ADJ
futech-623	279	22	models	model	NOUN
futech-623	279	23	explaining	explain	VERB
futech-623	279	24	27.7	27.7	NUM
futech-623	279	25	-	-	SYM
futech-623	279	26	35.1	35.1	NUM
futech-623	279	27	%	%	NOUN
futech-623	279	28	variance	variance	NOUN
futech-623	279	29	.	.	PUNCT
futech-623	280	1	artificial	artificial	ADJ
futech-623	280	2	intelligence	intelligence	NOUN
futech-623	280	3	organizational	organizational	ADJ
futech-623	280	4	support	support	NOUN
futech-623	280	5	was	be	AUX
futech-623	280	6	strongly	strongly	ADV
futech-623	280	7	related	relate	VERB
futech-623	280	8	to	to	ADP
futech-623	280	9	work	work	NOUN
futech-623	280	10	engagement	engagement	NOUN
futech-623	280	11	(	(	PUNCT
futech-623	280	12	β=0.425	β=0.425	NOUN
futech-623	280	13	,	,	PUNCT
futech-623	280	14	p<0.001	p<0.001	PROPN
futech-623	280	15	)	)	PUNCT
futech-623	280	16	,	,	PUNCT
futech-623	280	17	validating	validate	VERB
futech-623	280	18	h1	h1	PROPN
futech-623	280	19	and	and	CCONJ
futech-623	280	20	its	its	PRON
futech-623	280	21	sub	sub	NOUN
futech-623	280	22	-	-	NOUN
futech-623	280	23	hypotheses	hypothesis	NOUN
futech-623	280	24	(	(	PUNCT
futech-623	280	25	h1a	h1a	NOUN
futech-623	280	26	-	-	PUNCT
futech-623	280	27	h1c	h1c	PROPN
futech-623	280	28	)	)	PUNCT
futech-623	280	29	.	.	PUNCT
futech-623	281	1	digital	digital	ADJ
futech-623	281	2	literacy	literacy	NOUN
futech-623	281	3	moderated	moderate	VERB
futech-623	281	4	these	these	DET
futech-623	281	5	relationships	relationship	NOUN
futech-623	281	6	significantly	significantly	ADV
futech-623	281	7	(	(	PUNCT
futech-623	281	8	β=0.168	β=0.168	NOUN
futech-623	281	9	,	,	PUNCT
futech-623	281	10	p=0.003	p=0.003	NOUN
futech-623	281	11	)	)	PUNCT
futech-623	281	12	,	,	PUNCT
futech-623	281	13	and	and	CCONJ
futech-623	281	14	moderation	moderation	NOUN
futech-623	281	15	was	be	AUX
futech-623	281	16	strongest	strong	ADJ
futech-623	281	17	for	for	ADP
futech-623	281	18	vigor	vigor	NOUN
futech-623	281	19	(	(	PUNCT
futech-623	281	20	β=0.185	β=0.185	X
futech-623	281	21	)	)	PUNCT
futech-623	281	22	,	,	PUNCT
futech-623	281	23	validating	validate	VERB
futech-623	281	24	h2	h2	NOUN
futech-623	281	25	and	and	CCONJ
futech-623	281	26	its	its	PRON
futech-623	281	27	sub	sub	NOUN
futech-623	281	28	-	-	NOUN
futech-623	281	29	hypotheses	hypothesis	NOUN
futech-623	281	30	(	(	PUNCT
futech-623	281	31	h2a	h2a	NOUN
futech-623	281	32	-	-	PUNCT
futech-623	281	33	h2c	h2c	NOUN
futech-623	281	34	)	)	PUNCT
futech-623	281	35	.	.	PUNCT
futech-623	282	1	basic	basic	ADJ
futech-623	282	2	slopes	slope	NOUN
futech-623	282	3	analysis	analysis	NOUN
futech-623	282	4	showed	show	VERB
futech-623	282	5	that	that	SCONJ
futech-623	282	6	the	the	DET
futech-623	282	7	correlation	correlation	NOUN
futech-623	282	8	was	be	AUX
futech-623	282	9	0.465	0.465	NUM
futech-623	282	10	(	(	PUNCT
futech-623	282	11	p<0.001	p<0.001	X
futech-623	282	12	)	)	PUNCT
futech-623	282	13	for	for	ADP
futech-623	282	14	high	high	ADJ
futech-623	282	15	digital	digital	ADJ
futech-623	282	16	literacy	literacy	NOUN
futech-623	282	17	staff	staff	NOUN
futech-623	282	18	compared	compare	VERB
futech-623	282	19	with	with	ADP
futech-623	282	20	0.198	0.198	NUM
futech-623	282	21	(	(	PUNCT
futech-623	282	22	p<0.001	p<0.001	X
futech-623	282	23	)	)	PUNCT
futech-623	282	24	for	for	ADP
futech-623	282	25	low	low	ADJ
futech-623	282	26	digital	digital	ADJ
futech-623	282	27	literacy	literacy	NOUN
futech-623	282	28	staff	staff	NOUN
futech-623	282	29	—	—	PUNCT
futech-623	282	30	a	a	DET
futech-623	282	31	2.35	2.35	NUM
futech-623	282	32	-	-	ADJ
futech-623	282	33	fold	fold	ADJ
futech-623	282	34	difference	difference	NOUN
futech-623	282	35	.	.	PUNCT
futech-623	283	1	to	to	PART
futech-623	283	2	explore	explore	VERB
futech-623	283	3	whether	whether	SCONJ
futech-623	283	4	continuous	continuous	ADJ
futech-623	283	5	variable	variable	ADJ
futech-623	283	6	dichotomization	dichotomization	NOUN
futech-623	283	7	affects	affect	VERB
futech-623	283	8	results	result	NOUN
futech-623	283	9	,	,	PUNCT
futech-623	283	10	we	we	PRON
futech-623	283	11	tested	test	VERB
futech-623	283	12	the	the	DET
futech-623	283	13	interaction	interaction	NOUN
futech-623	283	14	using	use	VERB
futech-623	283	15	digital	digital	ADJ
futech-623	283	16	literacy	literacy	NOUN
futech-623	283	17	as	as	ADP
futech-623	283	18	a	a	DET
futech-623	283	19	continuous	continuous	ADJ
futech-623	283	20	variable	variable	NOUN
futech-623	283	21	(	(	PUNCT
futech-623	283	22	reported	report	VERB
futech-623	283	23	above	above	ADV
futech-623	283	24	)	)	PUNCT
futech-623	283	25	versus	versus	ADP
futech-623	283	26	a	a	DET
futech-623	283	27	dichotomized	dichotomize	VERB
futech-623	283	28	variable	variable	NOUN
futech-623	283	29	.	.	PUNCT
futech-623	284	1	using	use	VERB
futech-623	284	2	median	median	NOUN
futech-623	284	3	-	-	PUNCT
futech-623	284	4	split	split	NOUN
futech-623	284	5	(	(	PUNCT
futech-623	284	6	mdn=5.25	mdn=5.25	NOUN
futech-623	284	7	on	on	ADP
futech-623	284	8	7	7	NUM
futech-623	284	9	-	-	PUNCT
futech-623	284	10	point	point	NOUN
futech-623	284	11	scale	scale	NOUN
futech-623	284	12	)	)	PUNCT
futech-623	284	13	,	,	PUNCT
futech-623	284	14	we	we	PRON
futech-623	284	15	classified	classify	VERB
futech-623	284	16	faculty	faculty	NOUN
futech-623	284	17	as	as	ADP
futech-623	284	18	high	high	ADJ
futech-623	284	19	(	(	PUNCT
futech-623	284	20	n=198	n=198	NUM
futech-623	284	21	,	,	PUNCT
futech-623	284	22	m=6.02	m=6.02	NOUN
futech-623	284	23	,	,	PUNCT
futech-623	284	24	sd=0.48	sd=0.48	NOUN
futech-623	284	25	)	)	PUNCT
futech-623	284	26	versus	versus	ADP
futech-623	284	27	low	low	ADJ
futech-623	284	28	(	(	PUNCT
futech-623	284	29	n=189	n=189	PROPN
futech-623	284	30	,	,	PUNCT
futech-623	284	31	m=4.41	m=4.41	NOUN
futech-623	284	32	,	,	PUNCT
futech-623	284	33	sd=0.62	sd=0.62	NOUN
futech-623	284	34	)	)	PUNCT
futech-623	284	35	digital	digital	ADJ
futech-623	284	36	literacy	literacy	NOUN
futech-623	284	37	.	.	PUNCT
futech-623	285	1	anova	anova	PROPN
futech-623	285	2	with	with	ADP
futech-623	285	3	digital	digital	ADJ
futech-623	285	4	literacy	literacy	NOUN
futech-623	285	5	group	group	NOUN
futech-623	285	6	(	(	PUNCT
futech-623	285	7	high	high	ADJ
futech-623	285	8	/	/	SYM
futech-623	285	9	low	low	ADJ
futech-623	285	10	)	)	PUNCT
futech-623	285	11	as	as	ADP
futech-623	285	12	a	a	DET
futech-623	285	13	between	between	NOUN
futech-623	285	14	-	-	PUNCT
futech-623	285	15	subjects	subject	NOUN
futech-623	285	16	factor	factor	NOUN
futech-623	285	17	and	and	CCONJ
futech-623	285	18	ai	ai	VERB
futech-623	285	19	support	support	NOUN
futech-623	285	20	as	as	ADP
futech-623	285	21	continuous	continuous	ADJ
futech-623	285	22	predictor	predictor	NOUN
futech-623	285	23	confirmed	confirm	VERB
futech-623	285	24	significant	significant	ADJ
futech-623	285	25	interaction	interaction	NOUN
futech-623	285	26	(	(	PUNCT
futech-623	285	27	f=16.34	f=16.34	PROPN
futech-623	285	28	,	,	PUNCT
futech-623	285	29	p<0.001	p<0.001	PROPN
futech-623	285	30	)	)	PUNCT
futech-623	285	31	,	,	PUNCT
futech-623	285	32	with	with	ADP
futech-623	285	33	simple	simple	ADJ
futech-623	285	34	slopes	slope	NOUN
futech-623	285	35	for	for	ADP
futech-623	285	36	high	high	ADJ
futech-623	285	37	group	group	NOUN
futech-623	285	38	(	(	PUNCT
futech-623	285	39	β=0.482	β=0.482	X
futech-623	285	40	,	,	PUNCT
futech-623	285	41	p<0.001	p<0.001	PROPN
futech-623	285	42	)	)	PUNCT
futech-623	285	43	versus	versus	ADP
futech-623	285	44	the	the	DET
futech-623	285	45	low	low	ADJ
futech-623	285	46	group	group	NOUN
futech-623	285	47	(	(	PUNCT
futech-623	285	48	β=0.204	β=0.204	X
futech-623	285	49	,	,	PUNCT
futech-623	285	50	p<0.001	p<0.001	PROPN
futech-623	285	51	)	)	PUNCT
futech-623	285	52	yielding	yield	VERB
futech-623	285	53	a	a	DET
futech-623	285	54	2.36	2.36	NUM
futech-623	285	55	-	-	PUNCT
futech-623	285	56	fold	fold	ADJ
futech-623	285	57	difference	difference	NOUN
futech-623	285	58	,	,	PUNCT
futech-623	285	59	nearly	nearly	ADV
futech-623	285	60	identical	identical	ADJ
futech-623	285	61	to	to	ADP
futech-623	285	62	the	the	DET
futech-623	285	63	continuous	continuous	ADJ
futech-623	285	64	analysis	analysis	NOUN
futech-623	285	65	(	(	PUNCT
futech-623	285	66	2.35	2.35	NUM
futech-623	285	67	-	-	ADJ
futech-623	285	68	fold	fold	ADJ
futech-623	285	69	)	)	PUNCT
futech-623	285	70	.	.	PUNCT
futech-623	286	1	the	the	DET
futech-623	286	2	median	median	ADJ
futech-623	286	3	cut	cut	NOUN
futech-623	286	4	point	point	NOUN
futech-623	286	5	(	(	PUNCT
futech-623	286	6	5.25	5.25	NUM
futech-623	286	7	)	)	PUNCT
futech-623	286	8	corresponds	correspond	VERB
futech-623	286	9	to	to	PART
futech-623	286	10	'	'	PUNCT
futech-623	286	11	moderately	moderately	ADV
futech-623	286	12	agree	agree	VERB
futech-623	286	13	'	'	PUNCT
futech-623	286	14	on	on	ADP
futech-623	286	15	our	our	PRON
futech-623	286	16	scale	scale	NOUN
futech-623	286	17	,	,	PUNCT
futech-623	286	18	suggesting	suggest	VERB
futech-623	286	19	a	a	DET
futech-623	286	20	meaningful	meaningful	ADJ
futech-623	286	21	threshold	threshold	NOUN
futech-623	286	22	wherein	wherein	ADJ
futech-623	286	23	faculty	faculty	NOUN
futech-623	286	24	who	who	PRON
futech-623	286	25	are	be	AUX
futech-623	286	26	moderately	moderately	ADV
futech-623	286	27	proficient	proficient	ADJ
futech-623	286	28	in	in	ADP
futech-623	286	29	digital	digital	ADJ
futech-623	286	30	technologies	technology	NOUN
futech-623	286	31	begin	begin	VERB
futech-623	286	32	to	to	PART
futech-623	286	33	fully	fully	ADV
futech-623	286	34	leverage	leverage	VERB
futech-623	286	35	ai	ai	PROPN
futech-623	286	36	systems	system	NOUN
futech-623	286	37	.	.	PUNCT
futech-623	287	1	below	below	ADP
futech-623	287	2	this	this	DET
futech-623	287	3	threshold	threshold	NOUN
futech-623	287	4	,	,	PUNCT
futech-623	287	5	ai	ai	VERB
futech-623	287	6	support	support	NOUN
futech-623	287	7	shows	show	NOUN
futech-623	287	8	attenuated	attenuate	VERB
futech-623	287	9	benefits	benefit	NOUN
futech-623	287	10	;	;	PUNCT
futech-623	287	11	above	above	ADP
futech-623	287	12	it	it	PRON
futech-623	287	13	,	,	PUNCT
futech-623	287	14	benefits	benefit	NOUN
futech-623	287	15	are	be	AUX
futech-623	287	16	substantially	substantially	ADV
futech-623	287	17	amplified	amplify	VERB
futech-623	287	18	.	.	PUNCT
futech-623	288	1	importantly	importantly	ADV
futech-623	288	2	,	,	PUNCT
futech-623	288	3	the	the	DET
futech-623	288	4	interaction	interaction	NOUN
futech-623	288	5	remained	remain	VERB
futech-623	288	6	significant	significant	ADJ
futech-623	288	7	when	when	SCONJ
futech-623	288	8	using	use	VERB
futech-623	288	9	tertile	tertile	NOUN
futech-623	288	10	splits	split	NOUN
futech-623	288	11	(	(	PUNCT
futech-623	288	12	low	low	ADJ
futech-623	288	13	/	/	SYM
futech-623	288	14	medium	medium	NOUN
futech-623	288	15	/	/	SYM
futech-623	288	16	high	high	ADJ
futech-623	288	17	:	:	PUNCT
futech-623	288	18	f=12.87	f=12.87	PROPN
futech-623	288	19	,	,	PUNCT
futech-623	288	20	p<.001	p<.001	NOUN
futech-623	288	21	)	)	PUNCT
futech-623	288	22	or	or	CCONJ
futech-623	288	23	treating	treat	VERB
futech-623	288	24	digital	digital	ADJ
futech-623	288	25	literacy	literacy	NOUN
futech-623	288	26	as	as	SCONJ
futech-623	288	27	fully	fully	ADV
futech-623	288	28	continuous	continuous	ADJ
futech-623	288	29	(	(	PUNCT
futech-623	288	30	reported	report	VERB
futech-623	288	31	in	in	ADP
futech-623	288	32	main	main	ADJ
futech-623	288	33	results	result	NOUN
futech-623	288	34	)	)	PUNCT
futech-623	288	35	,	,	PUNCT
futech-623	288	36	confirming	confirm	VERB
futech-623	288	37	robustness	robustness	NOUN
futech-623	288	38	to	to	ADP
futech-623	288	39	operationalization	operationalization	NOUN
futech-623	288	40	choices	choice	NOUN
futech-623	288	41	and	and	CCONJ
futech-623	288	42	addressing	address	VERB
futech-623	288	43	concerns	concern	NOUN
futech-623	288	44	about	about	ADP
futech-623	288	45	artificial	artificial	ADJ
futech-623	288	46	dichotomization	dichotomization	NOUN
futech-623	288	47	of	of	ADP
futech-623	288	48	continuous	continuous	ADJ
futech-623	288	49	variables	variable	NOUN
futech-623	288	50	.	.	PUNCT
futech-623	289	1	on	on	ADP
futech-623	289	2	a	a	DET
futech-623	289	3	3	3	NUM
futech-623	289	4	-	-	PUNCT
futech-623	289	5	unit	unit	NOUN
futech-623	289	6	ai	ai	VERB
futech-623	289	7	support	support	NOUN
futech-623	289	8	increment	increment	NOUN
futech-623	289	9	,	,	PUNCT
futech-623	289	10	this	this	PRON
futech-623	289	11	is	be	AUX
futech-623	289	12	a	a	DET
futech-623	289	13	0.59	0.59	NUM
futech-623	289	14	-	-	PUNCT
futech-623	289	15	point	point	NOUN
futech-623	289	16	increase	increase	NOUN
futech-623	289	17	in	in	ADP
futech-623	289	18	engagement	engagement	NOUN
futech-623	289	19	for	for	ADP
futech-623	289	20	low	low	ADJ
futech-623	289	21	literacy	literacy	NOUN
futech-623	289	22	staff	staff	NOUN
futech-623	289	23	compared	compare	VERB
futech-623	289	24	with	with	ADP
futech-623	289	25	1.40	1.40	NUM
futech-623	289	26	points	point	NOUN
futech-623	289	27	for	for	ADP
futech-623	289	28	high	high	ADJ
futech-623	289	29	literacy	literacy	NOUN
futech-623	289	30	staff	staff	NOUN
futech-623	289	31	—	—	PUNCT
futech-623	289	32	a	a	DET
futech-623	289	33	practically	practically	ADV
futech-623	289	34	significant	significant	ADJ
futech-623	289	35	0.81	0.81	NUM
futech-623	289	36	-	-	PUNCT
futech-623	289	37	point	point	NOUN
futech-623	289	38	(	(	PUNCT
futech-623	289	39	0.69	0.69	NUM
futech-623	289	40	sd	sd	NOUN
futech-623	289	41	)	)	PUNCT
futech-623	289	42	difference	difference	NOUN
futech-623	289	43	.	.	PUNCT
futech-623	290	1	to	to	PART
futech-623	290	2	facilitate	facilitate	VERB
futech-623	290	3	interpretation	interpretation	NOUN
futech-623	290	4	,	,	PUNCT
futech-623	290	5	we	we	PRON
futech-623	290	6	calculated	calculate	VERB
futech-623	290	7	cohen	cohen	PROPN
futech-623	290	8	's	's	PART
futech-623	290	9	f²	f²	ADJ
futech-623	290	10	effect	effect	NOUN
futech-623	290	11	size	size	NOUN
futech-623	290	12	for	for	ADP
futech-623	290	13	the	the	DET
futech-623	290	14	moderation	moderation	NOUN
futech-623	290	15	effect	effect	NOUN
futech-623	290	16	:	:	PUNCT
futech-623	290	17	f²=.026/.974=.027	f²=.026/.974=.027	NOUN
futech-623	290	18	,	,	PUNCT
futech-623	290	19	representing	represent	VERB
futech-623	290	20	a	a	DET
futech-623	290	21	small	small	ADJ
futech-623	290	22	-	-	PUNCT
futech-623	290	23	to	to	ADP
futech-623	290	24	-	-	PUNCT
futech-623	290	25	medium	medium	NOUN
futech-623	290	26	effect	effect	NOUN
futech-623	290	27	per	per	ADP
futech-623	290	28	cohen	cohen	PROPN
futech-623	290	29	's	's	PART
futech-623	290	30	(	(	PUNCT
futech-623	290	31	1988	1988	NUM
futech-623	290	32	)	)	PUNCT
futech-623	290	33	guidelines	guideline	NOUN
futech-623	290	34	.	.	PUNCT
futech-623	291	1	we	we	PRON
futech-623	291	2	also	also	ADV
futech-623	291	3	computed	compute	VERB
futech-623	291	4	simple	simple	ADJ
futech-623	291	5	slopes	slope	NOUN
futech-623	291	6	effect	effect	NOUN
futech-623	291	7	sizes	size	NOUN
futech-623	291	8	:	:	PUNCT
futech-623	291	9	for	for	ADP
futech-623	291	10	high	high	ADJ
futech-623	291	11	digital	digital	ADJ
futech-623	291	12	literacy	literacy	NOUN
futech-623	291	13	,	,	PUNCT
futech-623	291	14	the	the	DET
futech-623	291	15	ai	ai	PROPN
futech-623	291	16	supportengagement	supportengagement	NOUN
futech-623	291	17	relationship	relationship	NOUN
futech-623	291	18	has	have	VERB
futech-623	291	19	cohen	cohen	PROPN
futech-623	291	20	's	's	PART
futech-623	291	21	d=0.89	d=0.89	NOUN
futech-623	291	22	(	(	PUNCT
futech-623	291	23	large	large	ADJ
futech-623	291	24	effect	effect	NOUN
futech-623	291	25	)	)	PUNCT
futech-623	291	26	,	,	PUNCT
futech-623	291	27	while	while	SCONJ
futech-623	291	28	for	for	ADP
futech-623	291	29	low	low	ADJ
futech-623	291	30	digital	digital	ADJ
futech-623	291	31	literacy	literacy	NOUN
futech-623	291	32	d=0.38	d=0.38	X
futech-623	291	33	(	(	PUNCT
futech-623	291	34	small	small	ADJ
futech-623	291	35	-	-	PUNCT
futech-623	291	36	to	to	ADP
futech-623	291	37	-	-	PUNCT
futech-623	291	38	medium	medium	NOUN
futech-623	291	39	effect	effect	NOUN
futech-623	291	40	)	)	PUNCT
futech-623	291	41	.	.	PUNCT
futech-623	292	1	the	the	DET
futech-623	292	2	difference	difference	NOUN
futech-623	292	3	between	between	ADP
futech-623	292	4	slopes	slope	NOUN
futech-623	292	5	yields	yield	NOUN
futech-623	292	6	an	an	DET
futech-623	292	7	effect	effect	NOUN
futech-623	292	8	size	size	NOUN
futech-623	292	9	of	of	ADP
futech-623	292	10	δd=0.51	δd=0.51	PROPN
futech-623	292	11	,	,	PUNCT
futech-623	292	12	indicating	indicate	VERB
futech-623	292	13	that	that	SCONJ
futech-623	292	14	digital	digital	ADJ
futech-623	292	15	literacy	literacy	NOUN
futech-623	292	16	produces	produce	VERB
futech-623	292	17	a	a	DET
futech-623	292	18	meaningful	meaningful	ADJ
futech-623	292	19	practical	practical	ADJ
futech-623	292	20	difference	difference	NOUN
futech-623	292	21	in	in	ADP
futech-623	292	22	how	how	SCONJ
futech-623	292	23	strongly	strongly	ADV
futech-623	292	24	ai	ai	VERB
futech-623	292	25	support	support	NOUN
futech-623	292	26	relates	relate	VERB
futech-623	292	27	to	to	ADP
futech-623	292	28	engagement	engagement	NOUN
futech-623	292	29	.	.	PUNCT
futech-623	293	1	table	table	NOUN
futech-623	293	2	5	5	NUM
futech-623	293	3	.	.	PUNCT
futech-623	293	4	hierarchical	hierarchical	ADJ
futech-623	293	5	regression	regression	NOUN
futech-623	293	6	results	result	NOUN
futech-623	293	7	with	with	ADP
futech-623	293	8	incremental	incremental	ADJ
futech-623	293	9	r²	r²	NOUN
futech-623	293	10	predictor	predictor	NOUN
futech-623	293	11	work	work	NOUN
futech-623	293	12	engagement	engagement	NOUN
futech-623	293	13	vigor	vigor	NOUN
futech-623	293	14	dedication	dedication	NOUN
futech-623	293	15	absorption	absorption	NOUN
futech-623	293	16	step	step	NOUN
futech-623	293	17	1	1	NUM
futech-623	293	18	:	:	PUNCT
futech-623	293	19	control	control	NOUN
futech-623	293	20	variables	variable	NOUN
futech-623	293	21	gender	gender	NOUN
futech-623	293	22	-0.05	-0.05	NUM
futech-623	293	23	-0.08	-0.08	NUM
futech-623	293	24	-0.03	-0.03	NUM
futech-623	293	25	-0.04	-0.04	PROPN
futech-623	293	26	age	age	NOUN
futech-623	293	27	-0.08	-0.08	NUM
futech-623	293	28	-0.10	-0.10	NUM
futech-623	293	29	-0.07	-0.07	NUM
futech-623	293	30	-0.06	-0.06	NUM
futech-623	293	31	teaching	teaching	NOUN
futech-623	293	32	experience	experience	NOUN
futech-623	293	33	-0.04	-0.04	PROPN
futech-623	293	34	-0.05	-0.05	PROPN
futech-623	293	35	-0.03	-0.03	PROPN
futech-623	293	36	-0.05	-0.05	PROPN
futech-623	293	37	academic	academic	ADJ
futech-623	293	38	rank	rank	NOUN
futech-623	293	39	0.02	0.02	NUM
futech-623	293	40	0.01	0.01	NUM
futech-623	293	41	0.03	0.03	NUM
futech-623	293	42	.002	.002	NUM
futech-623	293	43	discipline	discipline	NOUN
futech-623	293	44	0.11	0.11	NUM
futech-623	293	45	*	*	NOUN
futech-623	293	46	0.09	0.09	NUM
futech-623	293	47	0.10	0.10	NUM
futech-623	293	48	*	*	NOUN
futech-623	293	49	0.12	0.12	NUM
futech-623	293	50	*	*	PUNCT
futech-623	293	51	r²	r²	VERB
futech-623	293	52	0.116	0.116	NUM
futech-623	293	53	*	*	PUNCT
futech-623	293	54	*	*	PUNCT
futech-623	293	55	*	*	PUNCT
futech-623	293	56	0.108	0.108	NUM
futech-623	293	57	*	*	PUNCT
futech-623	293	58	*	*	PUNCT
futech-623	293	59	*	*	PUNCT
futech-623	293	60	0.095	0.095	NUM
futech-623	293	61	*	*	PUNCT
futech-623	293	62	*	*	PUNCT
futech-623	293	63	*	*	PUNCT
futech-623	293	64	0.102	0.102	NUM
futech-623	293	65	*	*	PUNCT
futech-623	293	66	*	*	PUNCT
futech-623	293	67	*	*	PUNCT
futech-623	293	68	*	*	PUNCT
futech-623	293	69	f	f	PROPN
futech-623	293	70	10.02	10.02	NUM
futech-623	293	71	*	*	PUNCT
futech-623	293	72	*	*	PUNCT
futech-623	293	73	*	*	PUNCT
futech-623	293	74	9.24	9.24	NUM
futech-623	293	75	*	*	PUNCT
futech-623	293	76	*	*	PUNCT
futech-623	293	77	*	*	PUNCT
futech-623	293	78	*	*	PUNCT
futech-623	293	79	8.05	8.05	NUM
futech-623	293	80	*	*	PUNCT
futech-623	293	81	*	*	PUNCT
futech-623	293	82	*	*	PUNCT
futech-623	293	83	*	*	PUNCT
futech-623	293	84	8.68	8.68	NUM
futech-623	293	85	*	*	PUNCT
futech-623	293	86	*	*	PUNCT
futech-623	293	87	*	*	PUNCT
futech-623	293	88	*	*	PUNCT
futech-623	293	89	step	step	NOUN
futech-623	293	90	2	2	NUM
futech-623	293	91	:	:	PUNCT
futech-623	293	92	main	main	ADJ
futech-623	293	93	effect	effect	NOUN
futech-623	293	94	ai	ai	VERB
futech-623	293	95	support	support	NOUN
futech-623	293	96	0.425	0.425	NUM
futech-623	293	97	*	*	NOUN
futech-623	293	98	*	*	PUNCT
futech-623	293	99	*	*	PUNCT
futech-623	293	100	0.398	0.398	NUM
futech-623	293	101	*	*	PUNCT
futech-623	293	102	*	*	PUNCT
futech-623	293	103	*	*	PUNCT
futech-623	293	104	0.412	0.412	NUM
futech-623	293	105	*	*	PUNCT
futech-623	293	106	*	*	PUNCT
futech-623	293	107	*	*	PUNCT
futech-623	293	108	0.376	0.376	NUM
futech-623	293	109	*	*	PUNCT
futech-623	293	110	*	*	PUNCT
futech-623	293	111	*	*	PUNCT
futech-623	293	112	δr²	δr²	NOUN
futech-623	293	113	0.186	0.186	NUM
futech-623	293	114	*	*	PUNCT
futech-623	293	115	*	*	PUNCT
futech-623	293	116	*	*	PUNCT
futech-623	293	117	*	*	PUNCT
futech-623	293	118	0.163	0.163	NUM
futech-623	293	119	*	*	PUNCT
futech-623	293	120	*	*	PUNCT
futech-623	293	121	*	*	PUNCT
futech-623	293	122	*	*	PUNCT
futech-623	293	123	0.183	0.183	NUM
futech-623	293	124	*	*	PUNCT
futech-623	293	125	*	*	PUNCT
futech-623	293	126	*	*	PUNCT
futech-623	293	127	*	*	PUNCT
futech-623	293	128	0.137	0.137	NUM
futech-623	293	129	*	*	PUNCT
futech-623	293	130	*	*	PUNCT
futech-623	293	131	*	*	PUNCT
futech-623	293	132	*	*	PUNCT
futech-623	293	133	cumulative	cumulative	ADJ
futech-623	293	134	r²	r²	VERB
futech-623	293	135	0.302	0.302	NUM
futech-623	293	136	*	*	PUNCT
futech-623	293	137	*	*	PUNCT
futech-623	293	138	*	*	PUNCT
futech-623	293	139	*	*	PUNCT
futech-623	293	140	0.271	0.271	NUM
futech-623	293	141	*	*	PUNCT
futech-623	293	142	*	*	PUNCT
futech-623	293	143	*	*	PUNCT
futech-623	293	144	*	*	PUNCT
futech-623	293	145	0.278	0.278	NUM
futech-623	293	146	*	*	PUNCT
futech-623	293	147	*	*	PUNCT
futech-623	293	148	*	*	PUNCT
futech-623	293	149	*	*	PUNCT
futech-623	293	150	0.239	0.239	NUM
futech-623	293	151	*	*	PUNCT
futech-623	293	152	*	*	PUNCT
futech-623	293	153	*	*	PUNCT
futech-623	293	154	*	*	PUNCT
futech-623	293	155	f	f	X
futech-623	293	156	change	change	VERB
futech-623	293	157	101.24	101.24	NUM
futech-623	293	158	*	*	NOUN
futech-623	293	159	*	*	PUNCT
futech-623	293	160	*	*	PUNCT
futech-623	293	161	*	*	PUNCT
futech-623	293	162	84.67	84.67	NUM
futech-623	293	163	*	*	PUNCT
futech-623	293	164	*	*	PUNCT
futech-623	293	165	*	*	PUNCT
futech-623	293	166	*	*	PUNCT
futech-623	294	1	97.45	97.45	NUM
futech-623	294	2	*	*	PUNCT
futech-623	294	3	*	*	PUNCT
futech-623	294	4	*	*	PUNCT
futech-623	294	5	*	*	PUNCT
futech-623	295	1	69.28	69.28	NUM
futech-623	295	2	*	*	PUNCT
futech-623	295	3	*	*	PUNCT
futech-623	295	4	*	*	PUNCT
futech-623	295	5	*	*	PUNCT
futech-623	295	6	step	step	NOUN
futech-623	295	7	3	3	NUM
futech-623	295	8	:	:	PUNCT
futech-623	295	9	moderator	moderator	NOUN
futech-623	295	10	digital	digital	ADJ
futech-623	295	11	literacy	literacy	NOUN
futech-623	295	12	0.214	0.214	NUM
futech-623	295	13	*	*	PUNCT
futech-623	295	14	*	*	PUNCT
futech-623	295	15	*	*	PUNCT
futech-623	295	16	0.195	0.195	NUM
futech-623	295	17	*	*	PUNCT
futech-623	295	18	*	*	PUNCT
futech-623	295	19	*	*	PUNCT
futech-623	295	20	0.220	0.220	NUM
futech-623	295	21	*	*	PUNCT
futech-623	295	22	*	*	PUNCT
futech-623	295	23	*	*	X
futech-623	295	24	0.205	0.205	NUM
futech-623	295	25	*	*	PUNCT
futech-623	295	26	*	*	PUNCT
futech-623	295	27	*	*	PUNCT
futech-623	295	28	δr²	δr²	VERB
futech-623	295	29	0.023	0.023	NUM
futech-623	295	30	*	*	NOUN
futech-623	295	31	*	*	PUNCT
futech-623	295	32	*	*	PUNCT
futech-623	295	33	*	*	PUNCT
futech-623	295	34	0.019	0.019	NUM
futech-623	295	35	*	*	PUNCT
futech-623	295	36	*	*	PUNCT
futech-623	295	37	*	*	PUNCT
futech-623	295	38	*	*	PUNCT
futech-623	295	39	*	*	PUNCT
futech-623	295	40	0.025	0.025	NUM
futech-623	295	41	*	*	PUNCT
futech-623	295	42	*	*	PUNCT
futech-623	295	43	*	*	PUNCT
futech-623	295	44	*	*	PUNCT
futech-623	295	45	0.021	0.021	NUM
futech-623	295	46	*	*	PUNCT
futech-623	295	47	*	*	PUNCT
futech-623	295	48	*	*	PUNCT
futech-623	295	49	*	*	PUNCT
futech-623	295	50	*	*	PUNCT
futech-623	295	51	cumulative	cumulative	ADJ
futech-623	295	52	r²	r²	PROPN
futech-623	295	53	0.325	0.325	NUM
futech-623	295	54	*	*	PUNCT
futech-623	295	55	*	*	PUNCT
futech-623	295	56	*	*	PUNCT
futech-623	295	57	*	*	PUNCT
futech-623	295	58	0.290	0.290	NUM
futech-623	295	59	*	*	PUNCT
futech-623	295	60	*	*	PUNCT
futech-623	295	61	*	*	PUNCT
futech-623	295	62	*	*	PUNCT
futech-623	295	63	0.303	0.303	NUM
futech-623	295	64	*	*	PUNCT
futech-623	295	65	*	*	PUNCT
futech-623	295	66	*	*	PUNCT
futech-623	295	67	*	*	PUNCT
futech-623	295	68	0.260	0.260	NUM
futech-623	295	69	*	*	PUNCT
futech-623	295	70	*	*	PUNCT
futech-623	295	71	*	*	PUNCT
futech-623	295	72	*	*	PUNCT
futech-623	295	73	f	f	X
futech-623	295	74	change	change	VERB
futech-623	295	75	12.89	12.89	NUM
futech-623	295	76	*	*	PUNCT
futech-623	295	77	*	*	PUNCT
futech-623	295	78	*	*	PUNCT
futech-623	295	79	*	*	PUNCT
futech-623	295	80	10.17	10.17	NUM
futech-623	295	81	*	*	PUNCT
futech-623	295	82	*	*	PUNCT
futech-623	295	83	*	*	PUNCT
futech-623	295	84	*	*	PUNCT
futech-623	295	85	*	*	PUNCT
futech-623	295	86	13.45	13.45	NUM
futech-623	295	87	*	*	PUNCT
futech-623	295	88	*	*	PUNCT
futech-623	295	89	*	*	PUNCT
futech-623	295	90	*	*	PUNCT
futech-623	295	91	10.64	10.64	NUM
futech-623	295	92	*	*	PUNCT
futech-623	295	93	*	*	PUNCT
futech-623	295	94	*	*	PUNCT
futech-623	295	95	*	*	PUNCT
futech-623	295	96	*	*	PUNCT
futech-623	295	97	step	step	NOUN
futech-623	295	98	4	4	NUM
futech-623	295	99	:	:	PUNCT
futech-623	295	100	interaction	interaction	NOUN
futech-623	295	101	ai	ai	VERB
futech-623	295	102	×	×	NOUN
futech-623	295	103	digital	digital	ADJ
futech-623	295	104	literacy	literacy	NOUN
futech-623	295	105	0.168	0.168	NUM
futech-623	295	106	*	*	SYM
futech-623	295	107	*	*	NOUN
futech-623	295	108	0.185	0.185	NUM
futech-623	295	109	*	*	PUNCT
futech-623	295	110	*	*	PUNCT
futech-623	295	111	*	*	PUNCT
futech-623	295	112	0.152	0.152	NUM
futech-623	295	113	*	*	PUNCT
futech-623	295	114	*	*	PUNCT
futech-623	295	115	0.135	0.135	NUM
futech-623	295	116	*	*	PUNCT
futech-623	295	117	δr²	δr²	NOUN
futech-623	295	118	0.026	0.026	NUM
futech-623	295	119	*	*	PUNCT
futech-623	295	120	*	*	PUNCT
futech-623	295	121	*	*	PUNCT
futech-623	295	122	*	*	PUNCT
futech-623	295	123	*	*	PUNCT
futech-623	295	124	0.031	0.031	NUM
futech-623	295	125	*	*	PUNCT
futech-623	295	126	*	*	PUNCT
futech-623	295	127	*	*	PUNCT
futech-623	295	128	*	*	PUNCT
futech-623	295	129	0.021	0.021	NUM
futech-623	295	130	*	*	PUNCT
futech-623	295	131	*	*	PUNCT
futech-623	295	132	*	*	PUNCT
futech-623	295	133	*	*	PUNCT
futech-623	295	134	*	*	PUNCT
futech-623	295	135	0.017	0.017	NUM
futech-623	295	136	*	*	PUNCT
futech-623	295	137	*	*	PUNCT
futech-623	295	138	*	*	PUNCT
futech-623	295	139	*	*	PUNCT
futech-623	295	140	final	final	ADJ
futech-623	295	141	r²	r²	VERB
futech-623	295	142	0.351	0.351	NUM
futech-623	295	143	*	*	PUNCT
futech-623	295	144	*	*	PUNCT
futech-623	295	145	*	*	PUNCT
futech-623	295	146	*	*	PUNCT
futech-623	295	147	0.321	0.321	NUM
futech-623	295	148	*	*	PUNCT
futech-623	295	149	*	*	PUNCT
futech-623	295	150	*	*	PUNCT
futech-623	295	151	*	*	PUNCT
futech-623	295	152	0.324	0.324	NUM
futech-623	295	153	*	*	PUNCT
futech-623	295	154	*	*	PUNCT
futech-623	295	155	*	*	PUNCT
futech-623	295	156	*	*	PUNCT
futech-623	295	157	0.277	0.277	NUM
futech-623	295	158	*	*	PUNCT
futech-623	295	159	*	*	PUNCT
futech-623	295	160	*	*	PUNCT
futech-623	295	161	*	*	PUNCT
futech-623	295	162	adjusted	adjust	VERB
futech-623	295	163	r²	r²	VERB
futech-623	295	164	0.339	0.339	NUM
futech-623	295	165	0.307	0.307	NUM
futech-623	295	166	0.310	0.310	NUM
futech-623	295	167	0.262	0.262	NUM
futech-623	295	168	f	f	X
futech-623	296	1	change	change	VERB
futech-623	296	2	14.87	14.87	NUM
futech-623	296	3	*	*	PUNCT
futech-623	296	4	*	*	PUNCT
futech-623	296	5	*	*	PUNCT
futech-623	296	6	*	*	PUNCT
futech-623	296	7	*	*	PUNCT
futech-623	297	1	16.74	16.74	NUM
futech-623	297	2	*	*	NOUN
futech-623	297	3	*	*	PUNCT
futech-623	297	4	*	*	PUNCT
futech-623	297	5	*	*	PUNCT
futech-623	297	6	11.23	11.23	NUM
futech-623	297	7	*	*	PUNCT
futech-623	297	8	*	*	PUNCT
futech-623	297	9	*	*	PUNCT
futech-623	297	10	*	*	PUNCT
futech-623	297	11	*	*	PUNCT
futech-623	297	12	8.87	8.87	NUM
futech-623	297	13	*	*	PUNCT
futech-623	297	14	*	*	PUNCT
futech-623	297	15	*	*	PUNCT
futech-623	297	16	*	*	PUNCT
futech-623	297	17	f	f	X
futech-623	297	18	(	(	PUNCT
futech-623	297	19	final	final	ADJ
futech-623	297	20	model	model	NOUN
futech-623	297	21	)	)	PUNCT
futech-623	297	22	25.61	25.61	NUM
futech-623	297	23	*	*	PUNCT
futech-623	297	24	*	*	PUNCT
futech-623	297	25	*	*	PUNCT
futech-623	297	26	*	*	PUNCT
futech-623	298	1	22.43	22.43	NUM
futech-623	298	2	*	*	PUNCT
futech-623	298	3	*	*	PUNCT
futech-623	298	4	*	*	PUNCT
futech-623	298	5	*	*	PUNCT
futech-623	298	6	22.77	22.77	NUM
futech-623	298	7	*	*	PUNCT
futech-623	298	8	*	*	PUNCT
futech-623	298	9	*	*	PUNCT
futech-623	298	10	*	*	PUNCT
futech-623	298	11	18.14	18.14	NUM
futech-623	298	12	*	*	PUNCT
futech-623	298	13	*	*	PUNCT
futech-623	298	14	*	*	PUNCT
futech-623	298	15	*	*	PUNCT
futech-623	298	16	z.	z.	PROPN
futech-623	298	17	qian	qian	PROPN
futech-623	298	18	et	et	PROPN
futech-623	298	19	al	al	PROPN
futech-623	298	20	.	.	PROPN
futech-623	298	21	/future	/future	PUNCT
futech-623	298	22	technology	technology	PROPN
futech-623	298	23	february	february	PROPN
futech-623	298	24	2026|	2026|	NUM
futech-623	298	25	volume	volume	NOUN
futech-623	298	26	05	05	NUM
futech-623	299	1	|	|	ADV
futech-623	299	2	issue	issue	NOUN
futech-623	299	3	01	01	NUM
futech-623	300	1	|	|	ADV
futech-623	300	2	pages	page	VERB
futech-623	300	3	222	222	NUM
futech-623	300	4	-	-	SYM
futech-623	300	5	233	233	NUM
futech-623	300	6	230	230	NUM
futech-623	300	7	figure	figure	NOUN
futech-623	300	8	2	2	NUM
futech-623	300	9	depicts	depict	VERB
futech-623	300	10	the	the	DET
futech-623	300	11	moderation	moderation	NOUN
futech-623	300	12	effect	effect	NOUN
futech-623	300	13	of	of	ADP
futech-623	300	14	digital	digital	ADJ
futech-623	300	15	literacy	literacy	NOUN
futech-623	300	16	on	on	ADP
futech-623	300	17	the	the	DET
futech-623	300	18	relationship	relationship	NOUN
futech-623	300	19	between	between	ADP
futech-623	300	20	organizational	organizational	ADJ
futech-623	300	21	support	support	NOUN
futech-623	300	22	via	via	ADP
futech-623	300	23	ai	ai	PROPN
futech-623	300	24	and	and	CCONJ
futech-623	300	25	work	work	NOUN
futech-623	300	26	engagement	engagement	NOUN
futech-623	300	27	.	.	PUNCT
futech-623	301	1	the	the	DET
futech-623	301	2	more	more	ADV
futech-623	301	3	positive	positive	ADJ
futech-623	301	4	steep	steep	ADJ
futech-623	301	5	slope	slope	NOUN
futech-623	301	6	is	be	AUX
futech-623	301	7	for	for	ADP
futech-623	301	8	high	high	ADJ
futech-623	301	9	digital	digital	ADJ
futech-623	301	10	literacy	literacy	NOUN
futech-623	301	11	staff	staff	NOUN
futech-623	301	12	than	than	ADP
futech-623	301	13	for	for	ADP
futech-623	301	14	low	low	ADJ
futech-623	301	15	digital	digital	ADJ
futech-623	301	16	literacy	literacy	NOUN
futech-623	301	17	staff	staff	NOUN
futech-623	301	18	,	,	PUNCT
futech-623	301	19	as	as	SCONJ
futech-623	301	20	shown	show	VERB
futech-623	301	21	in	in	ADP
futech-623	301	22	the	the	DET
futech-623	301	23	figure	figure	NOUN
futech-623	301	24	,	,	PUNCT
futech-623	301	25	supporting	support	VERB
futech-623	301	26	the	the	DET
futech-623	301	27	anticipated	anticipated	ADJ
futech-623	301	28	interaction	interaction	NOUN
futech-623	301	29	effect	effect	NOUN
futech-623	301	30	.	.	PUNCT
futech-623	302	1	ai	ai	VERB
futech-623	302	2	-	-	PUNCT
futech-623	302	3	driven	drive	VERB
futech-623	302	4	organizational	organizational	ADJ
futech-623	302	5	support	support	NOUN
futech-623	302	6	low	low	ADJ
futech-623	302	7	(	(	PUNCT
futech-623	302	8	-1sd	-1sd	NOUN
futech-623	302	9	)	)	PUNCT
futech-623	302	10	high	high	ADJ
futech-623	302	11	(	(	PUNCT
futech-623	302	12	+1sd	+1sd	PROPN
futech-623	302	13	)	)	PUNCT
futech-623	302	14	w	w	NOUN
futech-623	302	15	o	o	NOUN
futech-623	302	16	rk	rk	NOUN
futech-623	302	17	e	e	NOUN
futech-623	302	18	n	n	CCONJ
futech-623	302	19	g	g	PROPN
futech-623	302	20	a	a	DET
futech-623	302	21	g	g	NOUN
futech-623	302	22	em	em	PRON
futech-623	302	23	en	en	PROPN
futech-623	302	24	t	t	PROPN
futech-623	302	25	7.0	7.0	NUM
futech-623	302	26	6.0	6.0	NUM
futech-623	302	27	5.0	5.0	NUM
futech-623	302	28	4.0	4.0	NUM
futech-623	302	29	3.0	3.0	NUM
futech-623	302	30	4.56	4.56	NUM
futech-623	302	31	4.70	4.70	NUM
futech-623	302	32	4.65	4.65	NUM
futech-623	302	33	5.72	5.72	NUM
futech-623	302	34	interaction	interaction	NOUN
futech-623	302	35	:	:	PUNCT
futech-623	302	36	β	β	X
futech-623	302	37	=	=	PUNCT
futech-623	302	38	.168	.168	PROPN
futech-623	302	39	,	,	PUNCT
futech-623	302	40	p	p	NOUN
futech-623	302	41	=	=	SYM
futech-623	302	42	.003	.003	NUM
futech-623	302	43	δr²	δr²	NOUN
futech-623	302	44	=	=	X
futech-623	302	45	.026	.026	NUM
futech-623	302	46	,	,	PUNCT
futech-623	302	47	f(1,377	f(1,377	X
futech-623	302	48	)	)	PUNCT
futech-623	302	49	=	=	NOUN
futech-623	303	1	9.12	9.12	NUM
futech-623	303	2	*	*	PUNCT
futech-623	303	3	*	*	PUNCT
futech-623	303	4	low	low	ADJ
futech-623	303	5	digital	digital	ADJ
futech-623	303	6	literacy	literacy	NOUN
futech-623	303	7	(	(	PUNCT
futech-623	303	8	slope	slope	NOUN
futech-623	303	9	=	=	PUNCT
futech-623	303	10	.198	.198	NUM
futech-623	303	11	*	*	NOUN
futech-623	303	12	*	*	NOUN
futech-623	303	13	)	)	PUNCT
futech-623	303	14	high	high	ADJ
futech-623	303	15	digital	digital	ADJ
futech-623	303	16	literacy	literacy	NOUN
futech-623	303	17	(	(	PUNCT
futech-623	303	18	slope	slope	NOUN
futech-623	303	19	=	=	PUNCT
futech-623	303	20	.465	.465	NUM
futech-623	303	21	*	*	PUNCT
futech-623	303	22	*	*	PUNCT
futech-623	303	23	*	*	NOUN
futech-623	303	24	)	)	PUNCT
futech-623	303	25	figure	figure	NOUN
futech-623	303	26	2	2	NUM
futech-623	303	27	.	.	PUNCT
futech-623	303	28	interaction	interaction	NOUN
futech-623	303	29	effect	effect	NOUN
futech-623	303	30	of	of	ADP
futech-623	303	31	ai	ai	VERB
futech-623	303	32	-	-	PUNCT
futech-623	303	33	driven	drive	VERB
futech-623	303	34	organizational	organizational	ADJ
futech-623	303	35	support	support	NOUN
futech-623	303	36	and	and	CCONJ
futech-623	303	37	digital	digital	ADJ
futech-623	303	38	literacy	literacy	NOUN
futech-623	303	39	on	on	ADP
futech-623	303	40	work	work	NOUN
futech-623	303	41	engagement	engagement	NOUN
futech-623	303	42	to	to	PART
futech-623	303	43	further	far	ADV
futech-623	303	44	visualize	visualize	VERB
futech-623	303	45	the	the	DET
futech-623	303	46	moderation	moderation	NOUN
futech-623	303	47	effect	effect	NOUN
futech-623	303	48	on	on	ADP
futech-623	303	49	the	the	DET
futech-623	303	50	three	three	NUM
futech-623	303	51	work	work	NOUN
futech-623	303	52	engagement	engagement	NOUN
futech-623	303	53	dimensions	dimension	NOUN
futech-623	303	54	,	,	PUNCT
futech-623	303	55	figure	figure	VERB
futech-623	303	56	3	3	NUM
futech-623	303	57	shows	show	VERB
futech-623	303	58	the	the	DET
futech-623	303	59	simple	simple	ADJ
futech-623	303	60	slopes	slope	NOUN
futech-623	303	61	for	for	ADP
futech-623	303	62	vigor	vigor	NOUN
futech-623	303	63	,	,	PUNCT
futech-623	303	64	dedication	dedication	NOUN
futech-623	303	65	,	,	PUNCT
futech-623	303	66	and	and	CCONJ
futech-623	303	67	absorption	absorption	NOUN
futech-623	303	68	in	in	ADP
futech-623	303	69	turn	turn	NOUN
futech-623	303	70	.	.	PUNCT
futech-623	304	1	from	from	ADP
futech-623	304	2	the	the	DET
futech-623	304	3	figure	figure	NOUN
futech-623	304	4	,	,	PUNCT
futech-623	304	5	it	it	PRON
futech-623	304	6	can	can	AUX
futech-623	304	7	be	be	AUX
futech-623	304	8	seen	see	VERB
futech-623	304	9	that	that	SCONJ
futech-623	304	10	the	the	DET
futech-623	304	11	moderation	moderation	NOUN
futech-623	304	12	effect	effect	NOUN
futech-623	304	13	is	be	AUX
futech-623	304	14	strongest	strong	ADJ
futech-623	304	15	on	on	ADP
futech-623	304	16	vigor	vigor	NOUN
futech-623	304	17	(	(	PUNCT
futech-623	304	18	panel	panel	NOUN
futech-623	304	19	a	a	X
futech-623	304	20	)	)	PUNCT
futech-623	304	21	,	,	PUNCT
futech-623	304	22	followed	follow	VERB
futech-623	304	23	by	by	ADP
futech-623	304	24	dedication	dedication	NOUN
futech-623	304	25	(	(	PUNCT
futech-623	304	26	panel	panel	NOUN
futech-623	304	27	b	b	NOUN
futech-623	304	28	)	)	PUNCT
futech-623	304	29	and	and	CCONJ
futech-623	304	30	absorption	absorption	NOUN
futech-623	304	31	(	(	PUNCT
futech-623	304	32	panel	panel	NOUN
futech-623	304	33	c	c	NOUN
futech-623	304	34	)	)	PUNCT
futech-623	304	35	,	,	PUNCT
futech-623	304	36	as	as	SCONJ
futech-623	304	37	our	our	PRON
futech-623	304	38	hypothesis	hypothesis	NOUN
futech-623	304	39	predicts	predict	VERB
futech-623	304	40	a	a	DET
futech-623	304	41	stronger	strong	ADJ
futech-623	304	42	effect	effect	NOUN
futech-623	304	43	of	of	ADP
futech-623	304	44	digital	digital	ADJ
futech-623	304	45	literacy	literacy	NOUN
futech-623	304	46	on	on	ADP
futech-623	304	47	the	the	DET
futech-623	304	48	energy	energy	NOUN
futech-623	304	49	dimension	dimension	NOUN
futech-623	304	50	of	of	ADP
futech-623	304	51	engagement	engagement	NOUN
futech-623	304	52	.	.	PUNCT
futech-623	305	1	bootstrap	bootstrap	NOUN
futech-623	305	2	analysis	analysis	NOUN
futech-623	305	3	of	of	ADP
futech-623	305	4	5,000	5,000	NUM
futech-623	305	5	resamples	resample	NOUN
futech-623	305	6	validated	validate	VERB
futech-623	305	7	all	all	DET
futech-623	305	8	effects	effect	NOUN
futech-623	305	9	,	,	PUNCT
futech-623	305	10	providing	provide	VERB
futech-623	305	11	bias	bias	NOUN
futech-623	305	12	-	-	PUNCT
futech-623	305	13	corrected	correct	VERB
futech-623	305	14	confidence	confidence	NOUN
futech-623	305	15	intervals	interval	NOUN
futech-623	305	16	that	that	PRON
futech-623	305	17	overcame	overcome	VERB
futech-623	305	18	potential	potential	ADJ
futech-623	305	19	distributional	distributional	ADJ
futech-623	305	20	issues	issue	NOUN
futech-623	305	21	inherent	inherent	ADJ
futech-623	305	22	in	in	ADP
futech-623	305	23	moderation	moderation	NOUN
futech-623	305	24	analyses	analysis	NOUN
futech-623	305	25	.	.	PUNCT
futech-623	306	1	parameter	parameter	NOUN
futech-623	306	2	estimates	estimate	NOUN
futech-623	306	3	were	be	AUX
futech-623	306	4	highly	highly	ADV
futech-623	306	5	congruent	congruent	ADJ
futech-623	306	6	because	because	SCONJ
futech-623	306	7	the	the	DET
futech-623	306	8	support	support	NOUN
futech-623	306	9	coefficient	coefficient	NOUN
futech-623	306	10	of	of	ADP
futech-623	306	11	ai	ai	INTJ
futech-623	306	12	varied	varied	ADJ
futech-623	306	13	by	by	ADP
futech-623	306	14	less	less	ADJ
futech-623	306	15	than	than	ADP
futech-623	306	16	3	3	NUM
futech-623	306	17	%	%	NOUN
futech-623	306	18	among	among	ADP
futech-623	306	19	bootstrap	bootstrap	NOUN
futech-623	306	20	samples	sample	NOUN
futech-623	306	21	(	(	PUNCT
futech-623	306	22	range	range	NOUN
futech-623	306	23	of	of	ADP
futech-623	306	24	β:0.413	β:0.413	ADJ
futech-623	306	25	-	-	PUNCT
futech-623	306	26	0.437	0.437	NUM
futech-623	306	27	)	)	PUNCT
futech-623	306	28	,	,	PUNCT
futech-623	306	29	and	and	CCONJ
futech-623	306	30	the	the	DET
futech-623	306	31	moderation	moderation	NOUN
futech-623	306	32	effect	effect	NOUN
futech-623	306	33	was	be	AUX
futech-623	306	34	positive	positive	ADJ
futech-623	306	35	in	in	ADP
futech-623	306	36	98.8	98.8	NUM
futech-623	306	37	%	%	NOUN
futech-623	306	38	of	of	ADP
futech-623	306	39	the	the	DET
futech-623	306	40	resamples	resample	NOUN
futech-623	306	41	.	.	PUNCT
futech-623	307	1	the	the	DET
futech-623	307	2	findings	finding	NOUN
futech-623	307	3	guarantee	guarantee	VERB
futech-623	307	4	our	our	PRON
futech-623	307	5	results	result	NOUN
futech-623	307	6	are	be	AUX
futech-623	307	7	not	not	PART
futech-623	307	8	outliers	outlier	NOUN
futech-623	307	9	or	or	CCONJ
futech-623	307	10	sampling	sample	VERB
futech-623	307	11	variation	variation	NOUN
futech-623	307	12	.	.	PUNCT
futech-623	308	1	sample	sample	NOUN
futech-623	308	2	split	split	NOUN
futech-623	308	3	validation	validation	NOUN
futech-623	308	4	provided	provide	VERB
futech-623	308	5	very	very	ADV
futech-623	308	6	similar	similar	ADJ
futech-623	308	7	results	result	NOUN
futech-623	308	8	,	,	PUNCT
futech-623	308	9	the	the	DET
futech-623	308	10	two	two	NUM
futech-623	308	11	randomly	randomly	ADV
futech-623	308	12	divided	divide	VERB
futech-623	308	13	subsamples	subsample	NOUN
futech-623	308	14	(	(	PUNCT
futech-623	308	15	n₁=194	n₁=194	NOUN
futech-623	308	16	,	,	PUNCT
futech-623	308	17	n₂=193	n₂=193	NUM
futech-623	308	18	)	)	PUNCT
futech-623	308	19	generating	generate	VERB
futech-623	308	20	essentially	essentially	ADV
futech-623	308	21	identical	identical	ADJ
futech-623	308	22	effect	effect	NOUN
futech-623	308	23	sizes	size	NOUN
futech-623	308	24	for	for	ADP
futech-623	308	25	main	main	ADJ
futech-623	308	26	effects	effect	NOUN
futech-623	308	27	(	(	PUNCT
futech-623	308	28	β₁=0.419	β₁=0.419	X
futech-623	308	29	,	,	PUNCT
futech-623	308	30	β₂=0.431	β₂=0.431	PUNCT
futech-623	308	31	)	)	PUNCT
futech-623	308	32	and	and	CCONJ
futech-623	308	33	interactions	interaction	NOUN
futech-623	308	34	(	(	PUNCT
futech-623	308	35	β₁=0.171	β₁=0.171	X
futech-623	308	36	,	,	PUNCT
futech-623	308	37	β₂=0.165	β₂=0.165	NUM
futech-623	308	38	)	)	PUNCT
futech-623	308	39	.	.	PUNCT
futech-623	309	1	furthermore	furthermore	ADV
futech-623	309	2	,	,	PUNCT
futech-623	309	3	k	k	ADJ
futech-623	309	4	-	-	ADJ
futech-623	309	5	fold	fold	ADJ
futech-623	309	6	cross	cross	NOUN
futech-623	309	7	-	-	NOUN
futech-623	309	8	validation	validation	ADJ
futech-623	309	9	(	(	PUNCT
futech-623	309	10	k=10	k=10	PROPN
futech-623	309	11	)	)	PUNCT
futech-623	309	12	reported	report	VERB
futech-623	309	13	little	little	ADJ
futech-623	309	14	overfitting	overfitting	NOUN
futech-623	309	15	,	,	PUNCT
futech-623	309	16	estimates	estimate	NOUN
futech-623	309	17	of	of	ADP
futech-623	309	18	r²	r²	NOUN
futech-623	309	19	per	per	ADP
futech-623	309	20	fold	fold	NOUN
futech-623	309	21	being	be	AUX
futech-623	309	22	close	close	ADJ
futech-623	309	23	to	to	ADP
futech-623	309	24	the	the	DET
futech-623	309	25	full	full	ADJ
futech-623	309	26	-	-	PUNCT
futech-623	309	27	sample	sample	NOUN
futech-623	309	28	estimate	estimate	NOUN
futech-623	309	29	(	(	PUNCT
futech-623	309	30	m=0.442	m=0.442	X
futech-623	309	31	,	,	PUNCT
futech-623	309	32	sd=0.038	sd=0.038	NOUN
futech-623	309	33	vs.	vs.	ADP
futech-623	309	34	full	full	ADJ
futech-623	309	35	r²=0.446	r²=0.446	NOUN
futech-623	309	36	)	)	PUNCT
futech-623	309	37	.	.	PUNCT
futech-623	310	1	these	these	DET
futech-623	310	2	sets	set	NOUN
futech-623	310	3	of	of	ADP
futech-623	310	4	exhaustive	exhaustive	ADJ
futech-623	310	5	robustness	robustness	NOUN
futech-623	310	6	checks	check	NOUN
futech-623	310	7	all	all	PRON
futech-623	310	8	further	far	ADV
futech-623	310	9	enhance	enhance	VERB
futech-623	310	10	confidence	confidence	NOUN
futech-623	310	11	in	in	ADP
futech-623	310	12	the	the	DET
futech-623	310	13	generalizability	generalizability	NOUN
futech-623	310	14	and	and	CCONJ
futech-623	310	15	reliability	reliability	NOUN
futech-623	310	16	of	of	ADP
futech-623	310	17	our	our	PRON
futech-623	310	18	findings	finding	NOUN
futech-623	310	19	.	.	PUNCT
futech-623	311	1	5	5	X
futech-623	311	2	.	.	X
futech-623	311	3	discussion	discussion	NOUN
futech-623	311	4	findings	finding	NOUN
futech-623	311	5	confirmed	confirm	VERB
futech-623	311	6	ai	ai	VERB
futech-623	311	7	support	support	NOUN
futech-623	311	8	positively	positively	ADV
futech-623	311	9	correlates	correlate	VERB
futech-623	311	10	with	with	ADP
futech-623	311	11	faculty	faculty	NOUN
futech-623	311	12	engagement	engagement	NOUN
futech-623	311	13	(	(	PUNCT
futech-623	311	14	β=0.425	β=0.425	X
futech-623	311	15	,	,	PUNCT
futech-623	311	16	p<.001	p<.001	NOUN
futech-623	311	17	)	)	PUNCT
futech-623	311	18	,	,	PUNCT
futech-623	311	19	with	with	ADP
futech-623	311	20	digital	digital	ADJ
futech-623	311	21	literacy	literacy	NOUN
futech-623	311	22	moderating	moderate	VERB
futech-623	311	23	this	this	DET
futech-623	311	24	relationship	relationship	NOUN
futech-623	311	25	(	(	PUNCT
futech-623	311	26	β=0.168	β=0.168	NOUN
futech-623	311	27	,	,	PUNCT
futech-623	311	28	p<0.01	p<0.01	PROPN
futech-623	311	29	)	)	PUNCT
futech-623	311	30	.	.	PUNCT
futech-623	312	1	effect	effect	NOUN
futech-623	312	2	sizes	size	NOUN
futech-623	312	3	exceed	exceed	VERB
futech-623	312	4	typical	typical	ADJ
futech-623	312	5	technology	technology	NOUN
futech-623	312	6	acceptance	acceptance	NOUN
futech-623	312	7	studies	study	NOUN
futech-623	312	8	[	[	X
futech-623	312	9	31,32	31,32	NUM
futech-623	312	10	]	]	PUNCT
futech-623	312	11	,	,	PUNCT
futech-623	312	12	potentially	potentially	ADV
futech-623	312	13	due	due	ADJ
futech-623	312	14	to	to	ADP
futech-623	312	15	heavy	heavy	ADJ
futech-623	312	16	cognitive	cognitive	ADJ
futech-623	312	17	loads	load	NOUN
futech-623	312	18	in	in	ADP
futech-623	312	19	academic	academic	ADJ
futech-623	312	20	work	work	NOUN
futech-623	312	21	,	,	PUNCT
futech-623	312	22	where	where	SCONJ
futech-623	312	23	ai	ai	VERB
futech-623	312	24	systems	system	NOUN
futech-623	312	25	can	can	AUX
futech-623	312	26	provide	provide	VERB
futech-623	312	27	substantial	substantial	ADJ
futech-623	312	28	returns	return	NOUN
futech-623	312	29	.	.	PUNCT
futech-623	313	1	moderation	moderation	NOUN
futech-623	313	2	was	be	AUX
futech-623	313	3	strongest	strong	ADJ
futech-623	313	4	for	for	ADP
futech-623	313	5	vigor	vigor	NOUN
futech-623	313	6	(	(	PUNCT
futech-623	313	7	β=0.185	β=0.185	X
futech-623	313	8	)	)	PUNCT
futech-623	313	9	,	,	PUNCT
futech-623	313	10	indicating	indicate	VERB
futech-623	313	11	that	that	SCONJ
futech-623	313	12	digital	digital	ADJ
futech-623	313	13	literacy	literacy	NOUN
futech-623	313	14	most	most	ADJ
futech-623	313	15	influences	influence	VERB
futech-623	313	16	the	the	DET
futech-623	313	17	energetic	energetic	ADJ
futech-623	313	18	dimension	dimension	NOUN
futech-623	313	19	of	of	ADP
futech-623	313	20	engagement	engagement	NOUN
futech-623	313	21	.	.	PUNCT
futech-623	314	1	this	this	DET
futech-623	314	2	study	study	NOUN
futech-623	314	3	extends	extend	VERB
futech-623	314	4	jd	jd	PROPN
futech-623	314	5	-	-	PUNCT
futech-623	314	6	r	r	NOUN
futech-623	314	7	theory	theory	NOUN
futech-623	314	8	to	to	ADP
futech-623	314	9	digital	digital	ADJ
futech-623	314	10	environments	environment	NOUN
futech-623	314	11	by	by	ADP
futech-623	314	12	conceptualizing	conceptualize	VERB
futech-623	314	13	ai	ai	NOUN
futech-623	314	14	support	support	NOUN
futech-623	314	15	as	as	ADP
futech-623	314	16	a	a	DET
futech-623	314	17	job	job	NOUN
futech-623	314	18	resource	resource	NOUN
futech-623	314	19	that	that	PRON
futech-623	314	20	buffers	buffer	NOUN
futech-623	314	21	demands	demand	NOUN
futech-623	314	22	and	and	CCONJ
futech-623	314	23	enhances	enhance	VERB
futech-623	314	24	engagement	engagement	NOUN
futech-623	314	25	[	[	X
futech-623	314	26	9	9	NUM
futech-623	314	27	]	]	PUNCT
futech-623	314	28	.	.	PUNCT
futech-623	315	1	it	it	PRON
futech-623	315	2	contributes	contribute	VERB
futech-623	315	3	to	to	ADP
futech-623	315	4	the	the	DET
futech-623	315	5	human	human	ADJ
futech-623	315	6	-	-	PUNCT
futech-623	315	7	ai	ai	NOUN
futech-623	315	8	collaboration	collaboration	NOUN
futech-623	315	9	theory	theory	NOUN
futech-623	315	10	by	by	ADP
futech-623	315	11	proposing	propose	VERB
futech-623	315	12	a	a	DET
futech-623	315	13	complementary	complementary	ADJ
futech-623	315	14	relationship	relationship	NOUN
futech-623	315	15	where	where	SCONJ
futech-623	315	16	ai	ai	VERB
futech-623	315	17	enhances	enhance	NOUN
futech-623	315	18	rather	rather	ADV
futech-623	315	19	than	than	ADP
futech-623	315	20	replaces	replace	VERB
futech-623	315	21	human	human	ADJ
futech-623	315	22	capabilities	capability	NOUN
futech-623	315	23	[	[	X
futech-623	315	24	33	33	NUM
futech-623	315	25	]	]	PUNCT
futech-623	315	26	,	,	PUNCT
futech-623	315	27	particularly	particularly	ADV
futech-623	315	28	relevant	relevant	ADJ
futech-623	315	29	in	in	ADP
futech-623	315	30	academic	academic	ADJ
futech-623	315	31	settings	setting	NOUN
futech-623	315	32	where	where	SCONJ
futech-623	315	33	critical	critical	ADJ
futech-623	315	34	thinking	thinking	NOUN
futech-623	315	35	remains	remain	VERB
futech-623	315	36	irreplaceable	irreplaceable	ADJ
futech-623	315	37	.	.	PUNCT
futech-623	316	1	digital	digital	ADJ
futech-623	316	2	literacy	literacy	NOUN
futech-623	316	3	serves	serve	VERB
futech-623	316	4	as	as	ADP
futech-623	316	5	a	a	DET
futech-623	316	6	boundary	boundary	ADJ
futech-623	316	7	condition	condition	NOUN
futech-623	316	8	involving	involve	VERB
futech-623	316	9	"	"	PUNCT
futech-623	316	10	algorithmic	algorithmic	ADJ
futech-623	316	11	thinking"—understanding	thinking"—understande	VERB
futech-623	316	12	ai	ai	VERB
futech-623	316	13	logic	logic	NOUN
futech-623	316	14	,	,	PUNCT
futech-623	316	15	predicting	predict	VERB
futech-623	316	16	limitations	limitation	NOUN
futech-623	316	17	,	,	PUNCT
futech-623	316	18	and	and	CCONJ
futech-623	316	19	designing	design	VERB
futech-623	316	20	creative	creative	ADJ
futech-623	316	21	applications	application	NOUN
futech-623	316	22	.	.	PUNCT
futech-623	317	1	moderation	moderation	NOUN
futech-623	317	2	stability	stability	NOUN
futech-623	317	3	across	across	ADP
futech-623	317	4	engagement	engagement	NOUN
futech-623	317	5	dimensions	dimension	NOUN
futech-623	317	6	indicates	indicate	VERB
futech-623	317	7	that	that	SCONJ
futech-623	317	8	digitally	digitally	ADV
futech-623	317	9	literate	literate	ADJ
futech-623	317	10	faculty	faculty	NOUN
futech-623	317	11	apply	apply	VERB
futech-623	317	12	ai	ai	VERB
futech-623	317	13	strategically	strategically	ADV
futech-623	317	14	,	,	PUNCT
futech-623	317	15	achieving	achieve	VERB
futech-623	317	16	higher	high	ADJ
futech-623	317	17	vigor	vigor	NOUN
futech-623	317	18	,	,	PUNCT
futech-623	317	19	dedication	dedication	NOUN
futech-623	317	20	,	,	PUNCT
futech-623	317	21	and	and	CCONJ
futech-623	317	22	absorption	absorption	NOUN
futech-623	317	23	.	.	PUNCT
futech-623	318	1	this	this	DET
futech-623	318	2	study	study	NOUN
futech-623	318	3	extends	extend	VERB
futech-623	318	4	jd	jd	PROPN
futech-623	318	5	-	-	PUNCT
futech-623	318	6	r	r	NOUN
futech-623	318	7	theory	theory	NOUN
futech-623	318	8	to	to	ADP
futech-623	318	9	digital	digital	ADJ
futech-623	318	10	environments	environment	NOUN
futech-623	318	11	by	by	ADP
futech-623	318	12	conceptualizing	conceptualize	VERB
futech-623	318	13	ai	ai	NOUN
futech-623	318	14	support	support	NOUN
futech-623	318	15	as	as	ADP
futech-623	318	16	a	a	DET
futech-623	318	17	job	job	NOUN
futech-623	318	18	resource	resource	NOUN
futech-623	318	19	that	that	PRON
futech-623	318	20	buffers	buffer	NOUN
futech-623	318	21	demands	demand	NOUN
futech-623	318	22	and	and	CCONJ
futech-623	318	23	enhances	enhance	VERB
futech-623	318	24	engagement	engagement	NOUN
futech-623	318	25	.	.	PUNCT
futech-623	319	1	it	it	PRON
futech-623	319	2	contributes	contribute	VERB
futech-623	319	3	to	to	ADP
futech-623	319	4	the	the	DET
futech-623	319	5	human	human	ADJ
futech-623	319	6	-	-	PUNCT
futech-623	319	7	ai	ai	NOUN
futech-623	319	8	collaboration	collaboration	NOUN
futech-623	319	9	theory	theory	NOUN
futech-623	319	10	by	by	ADP
futech-623	319	11	proposing	propose	VERB
futech-623	319	12	a	a	DET
futech-623	319	13	complementary	complementary	ADJ
futech-623	319	14	relationship	relationship	NOUN
futech-623	319	15	where	where	SCONJ
futech-623	319	16	ai	ai	VERB
futech-623	319	17	enhances	enhance	NOUN
futech-623	319	18	rather	rather	ADV
futech-623	319	19	than	than	ADP
futech-623	319	20	replaces	replace	VERB
futech-623	319	21	human	human	ADJ
futech-623	319	22	capabilities	capability	NOUN
futech-623	319	23	[	[	X
futech-623	319	24	34	34	NUM
futech-623	319	25	]	]	PUNCT
futech-623	319	26	,	,	PUNCT
futech-623	319	27	particularly	particularly	ADV
futech-623	319	28	relevant	relevant	ADJ
futech-623	319	29	in	in	ADP
futech-623	319	30	academic	academic	ADJ
futech-623	319	31	settings	setting	NOUN
futech-623	319	32	where	where	SCONJ
futech-623	319	33	critical	critical	ADJ
futech-623	319	34	thinking	thinking	NOUN
futech-623	319	35	remains	remain	VERB
futech-623	319	36	irreplaceable	irreplaceable	ADJ
futech-623	319	37	.	.	PUNCT
futech-623	320	1	digital	digital	ADJ
futech-623	320	2	literacy	literacy	NOUN
futech-623	320	3	serves	serve	VERB
futech-623	320	4	as	as	ADP
futech-623	320	5	a	a	DET
futech-623	320	6	boundary	boundary	ADJ
futech-623	320	7	condition	condition	NOUN
futech-623	320	8	involving	involve	VERB
futech-623	320	9	"	"	PUNCT
futech-623	320	10	algorithmic	algorithmic	ADJ
futech-623	320	11	thinking"—understanding	thinking"—understande	VERB
futech-623	320	12	ai	ai	VERB
futech-623	320	13	logic	logic	NOUN
futech-623	320	14	,	,	PUNCT
futech-623	320	15	predicting	predict	VERB
futech-623	320	16	limitations	limitation	NOUN
futech-623	320	17	,	,	PUNCT
futech-623	320	18	and	and	CCONJ
futech-623	320	19	designing	design	VERB
futech-623	320	20	creative	creative	ADJ
futech-623	320	21	applications	application	NOUN
futech-623	320	22	.	.	PUNCT
futech-623	321	1	moderation	moderation	NOUN
futech-623	321	2	stability	stability	NOUN
futech-623	321	3	across	across	ADP
futech-623	321	4	engagement	engagement	NOUN
futech-623	321	5	dimensions	dimension	NOUN
futech-623	321	6	indicates	indicate	VERB
futech-623	321	7	that	that	SCONJ
futech-623	321	8	digitally	digitally	ADV
futech-623	321	9	literate	literate	ADJ
futech-623	321	10	faculty	faculty	NOUN
futech-623	321	11	apply	apply	VERB
futech-623	321	12	ai	ai	VERB
futech-623	321	13	strategically	strategically	ADV
futech-623	321	14	,	,	PUNCT
futech-623	321	15	achieving	achieve	VERB
futech-623	321	16	higher	high	ADJ
futech-623	321	17	vigor	vigor	NOUN
futech-623	321	18	,	,	PUNCT
futech-623	321	19	dedication	dedication	NOUN
futech-623	321	20	,	,	PUNCT
futech-623	321	21	and	and	CCONJ
futech-623	321	22	absorption	absorption	NOUN
futech-623	321	23	.	.	PUNCT
futech-623	322	1	findings	finding	NOUN
futech-623	322	2	have	have	VERB
futech-623	322	3	important	important	ADJ
futech-623	322	4	implications	implication	NOUN
futech-623	322	5	for	for	ADP
futech-623	322	6	university	university	NOUN
futech-623	322	7	leaders	leader	NOUN
futech-623	322	8	.	.	PUNCT
futech-623	323	1	if	if	SCONJ
futech-623	323	2	causal	causal	ADJ
futech-623	323	3	studies	study	NOUN
futech-623	323	4	confirm	confirm	VERB
futech-623	323	5	these	these	DET
futech-623	323	6	associations	association	NOUN
futech-623	323	7	,	,	PUNCT
futech-623	323	8	universities	university	NOUN
futech-623	323	9	should	should	AUX
futech-623	323	10	prioritize	prioritize	VERB
futech-623	323	11	digital	digital	ADJ
futech-623	323	12	literacy	literacy	NOUN
futech-623	323	13	programs	program	NOUN
futech-623	323	14	alongside	alongside	ADP
futech-623	323	15	ai	ai	VERB
futech-623	323	16	implementation	implementation	NOUN
futech-623	323	17	.	.	PUNCT
futech-623	324	1	implementation	implementation	NOUN
futech-623	324	2	should	should	AUX
futech-623	324	3	be	be	AUX
futech-623	324	4	institution	institution	NOUN
futech-623	324	5	-	-	PUNCT
futech-623	324	6	specific	specific	NOUN
futech-623	324	7	based	base	VERB
futech-623	324	8	on	on	ADP
futech-623	324	9	needs	need	NOUN
futech-623	324	10	assessments	assessment	NOUN
futech-623	324	11	.	.	PUNCT
futech-623	325	1	digital	digital	ADJ
futech-623	325	2	literacy	literacy	NOUN
futech-623	325	3	's	's	PART
futech-623	325	4	pivotal	pivotal	ADJ
futech-623	325	5	role	role	NOUN
futech-623	325	6	suggests	suggest	VERB
futech-623	325	7	a	a	DET
futech-623	325	8	threshold	threshold	NOUN
futech-623	325	9	effect	effect	NOUN
futech-623	325	10	—	—	PUNCT
futech-623	325	11	minimum	minimum	ADJ
futech-623	325	12	competency	competency	NOUN
futech-623	325	13	is	be	AUX
futech-623	325	14	a	a	DET
futech-623	325	15	prerequisite	prerequisite	NOUN
futech-623	325	16	for	for	SCONJ
futech-623	325	17	ai	ai	NOUN
futech-623	325	18	to	to	PART
futech-623	325	19	enhance	enhance	VERB
futech-623	325	20	rather	rather	ADV
futech-623	325	21	than	than	ADP
futech-623	325	22	hinder	hinder	VERB
futech-623	325	23	engagement	engagement	NOUN
futech-623	325	24	.	.	PUNCT
futech-623	326	1	training	training	NOUN
futech-623	326	2	should	should	AUX
futech-623	326	3	extend	extend	VERB
futech-623	326	4	beyond	beyond	ADP
futech-623	326	5	technical	technical	ADJ
futech-623	326	6	procedures	procedure	NOUN
futech-623	326	7	to	to	PART
futech-623	326	8	include	include	VERB
futech-623	326	9	conceptual	conceptual	ADJ
futech-623	326	10	ai	ai	PROPN
futech-623	326	11	understanding	understanding	NOUN
futech-623	326	12	,	,	PUNCT
futech-623	326	13	ethical	ethical	ADJ
futech-623	326	14	implications	implication	NOUN
futech-623	326	15	,	,	PUNCT
futech-623	326	16	and	and	CCONJ
futech-623	326	17	innovative	innovative	ADJ
futech-623	326	18	deployment	deployment	NOUN
futech-623	326	19	approaches	approach	NOUN
futech-623	326	20	.	.	PUNCT
futech-623	327	1	peer	peer	NOUN
futech-623	327	2	mentoring	mentor	VERB
futech-623	327	3	programs	program	NOUN
futech-623	327	4	can	can	AUX
futech-623	327	5	effectively	effectively	ADV
futech-623	327	6	develop	develop	VERB
futech-623	327	7	required	required	ADJ
futech-623	327	8	competencies	competency	NOUN
futech-623	327	9	.	.	PUNCT
futech-623	328	1	several	several	ADJ
futech-623	328	2	limitations	limitation	NOUN
futech-623	328	3	warrant	warrant	VERB
futech-623	328	4	consideration	consideration	NOUN
futech-623	328	5	when	when	SCONJ
futech-623	328	6	interpreting	interpret	VERB
futech-623	328	7	these	these	DET
futech-623	328	8	findings	finding	NOUN
futech-623	328	9	.	.	PUNCT
futech-623	329	1	first	first	ADV
futech-623	329	2	,	,	PUNCT
futech-623	329	3	a	a	DET
futech-623	329	4	cross	cross	ADJ
futech-623	329	5	-	-	ADJ
futech-623	329	6	sectional	sectional	ADJ
futech-623	329	7	design	design	NOUN
futech-623	329	8	precludes	preclude	VERB
futech-623	329	9	causal	causal	ADJ
futech-623	329	10	inference	inference	NOUN
futech-623	329	11	;	;	PUNCT
futech-623	329	12	reverse	reverse	ADJ
futech-623	329	13	causation	causation	NOUN
futech-623	329	14	is	be	AUX
futech-623	329	15	plausible	plausible	ADJ
futech-623	329	16	(	(	PUNCT
futech-623	329	17	engaged	engaged	ADJ
futech-623	329	18	faculty	faculty	NOUN
futech-623	329	19	may	may	AUX
futech-623	329	20	seek	seek	VERB
futech-623	329	21	ai	ai	PROPN
futech-623	329	22	systems	system	NOUN
futech-623	329	23	)	)	PUNCT
futech-623	329	24	.	.	PUNCT
futech-623	330	1	longitudinal	longitudinal	ADJ
futech-623	330	2	designs	design	NOUN
futech-623	330	3	tracking	track	VERB
futech-623	330	4	faculty	faculty	NOUN
futech-623	330	5	across	across	ADP
futech-623	330	6	semesters	semester	NOUN
futech-623	330	7	would	would	AUX
futech-623	330	8	establish	establish	VERB
futech-623	330	9	temporal	temporal	ADJ
futech-623	330	10	precedence	precedence	NOUN
futech-623	330	11	.	.	PUNCT
futech-623	331	1	second	second	ADJ
futech-623	331	2	,	,	PUNCT
futech-623	331	3	convenience	convenience	NOUN
futech-623	331	4	and	and	CCONJ
futech-623	331	5	snowball	snowball	NOUN
futech-623	331	6	sampling	sample	VERB
futech-623	331	7	introduce	introduce	NOUN
futech-623	331	8	self	self	NOUN
futech-623	331	9	-	-	PUNCT
futech-623	331	10	selection	selection	NOUN
futech-623	331	11	bias	bias	NOUN
futech-623	331	12	,	,	PUNCT
futech-623	331	13	as	as	SCONJ
futech-623	331	14	our	our	PRON
futech-623	331	15	sample	sample	NOUN
futech-623	331	16	likely	likely	ADV
futech-623	331	17	over	over	X
futech-623	331	18	-	-	PUNCT
futech-623	331	19	represents	represent	VERB
futech-623	331	20	tech	tech	NOUN
futech-623	331	21	-	-	PUNCT
futech-623	331	22	savvy	savvy	ADJ
futech-623	331	23	faculty	faculty	NOUN
futech-623	331	24	comfortable	comfortable	ADJ
futech-623	331	25	with	with	ADP
futech-623	331	26	both	both	PRON
futech-623	331	27	ai	ai	PROPN
futech-623	331	28	systems	system	NOUN
futech-623	331	29	and	and	CCONJ
futech-623	331	30	online	online	ADJ
futech-623	331	31	surveys	survey	NOUN
futech-623	331	32	,	,	PUNCT
futech-623	331	33	potentially	potentially	ADV
futech-623	331	34	inflating	inflating	ADJ
futech-623	331	35	effect	effect	NOUN
futech-623	331	36	sizes	size	NOUN
futech-623	331	37	.	.	PUNCT
futech-623	332	1	while	while	SCONJ
futech-623	332	2	nonresponse	nonresponse	NOUN
futech-623	332	3	bias	bias	NOUN
futech-623	332	4	tests	test	NOUN
futech-623	332	5	showed	show	VERB
futech-623	332	6	no	no	DET
futech-623	332	7	differences	difference	NOUN
futech-623	332	8	between	between	ADP
futech-623	332	9	early	early	ADJ
futech-623	332	10	and	and	CCONJ
futech-623	332	11	late	late	ADJ
futech-623	332	12	respondents	respondent	NOUN
futech-623	332	13	,	,	PUNCT
futech-623	332	14	nonrespondents	nonrespondent	NOUN
futech-623	332	15	may	may	AUX
futech-623	332	16	differ	differ	VERB
futech-623	332	17	systematically	systematically	ADV
futech-623	332	18	.	.	PUNCT
futech-623	333	1	future	future	ADJ
futech-623	333	2	studies	study	NOUN
futech-623	333	3	should	should	AUX
futech-623	333	4	employ	employ	VERB
futech-623	333	5	stratified	stratify	VERB
futech-623	333	6	random	random	ADJ
futech-623	333	7	sampling	sampling	NOUN
futech-623	333	8	with	with	ADP
futech-623	333	9	institutionlevel	institutionlevel	ADJ
futech-623	333	10	cooperation	cooperation	NOUN
futech-623	333	11	to	to	PART
futech-623	333	12	ensure	ensure	VERB
futech-623	333	13	representativeness	representativeness	NOUN
futech-623	333	14	.	.	PUNCT
futech-623	334	1	third	third	ADJ
futech-623	334	2	,	,	PUNCT
futech-623	334	3	the	the	DET
futech-623	334	4	chinese	chinese	ADJ
futech-623	334	5	cultural	cultural	ADJ
futech-623	334	6	context	context	NOUN
futech-623	334	7	may	may	AUX
futech-623	334	8	limit	limit	VERB
futech-623	334	9	generalizability	generalizability	NOUN
futech-623	334	10	,	,	PUNCT
futech-623	334	11	as	as	SCONJ
futech-623	334	12	china	china	PROPN
futech-623	334	13	's	's	PART
futech-623	334	14	collectivistic	collectivistic	ADJ
futech-623	334	15	culture	culture	NOUN
futech-623	334	16	,	,	PUNCT
futech-623	334	17	top	top	ADJ
futech-623	334	18	-	-	PUNCT
futech-623	334	19	down	down	ADP
futech-623	334	20	technology	technology	NOUN
futech-623	334	21	implementation	implementation	NOUN
futech-623	334	22	,	,	PUNCT
futech-623	334	23	and	and	CCONJ
futech-623	334	24	government	government	NOUN
futech-623	334	25	emphasis	emphasis	NOUN
futech-623	334	26	on	on	ADP
futech-623	334	27	ai	ai	PRON
futech-623	334	28	adoption	adoption	NOUN
futech-623	334	29	may	may	AUX
futech-623	334	30	amplify	amplify	VERB
futech-623	334	31	positive	positive	ADJ
futech-623	334	32	ai	ai	NOUN
futech-623	334	33	perceptions	perception	NOUN
futech-623	334	34	;	;	PUNCT
futech-623	334	35	the	the	DET
futech-623	334	36	moderation	moderation	NOUN
futech-623	334	37	effects	effect	NOUN
futech-623	334	38	might	might	AUX
futech-623	334	39	be	be	AUX
futech-623	334	40	weaker	weak	ADJ
futech-623	334	41	in	in	ADP
futech-623	334	42	individualistic	individualistic	ADJ
futech-623	334	43	cultures	culture	NOUN
futech-623	334	44	or	or	CCONJ
futech-623	334	45	contexts	context	NOUN
futech-623	334	46	with	with	ADP
futech-623	334	47	facultydriven	facultydriven	ADJ
futech-623	334	48	technology	technology	NOUN
futech-623	334	49	adoption	adoption	NOUN
futech-623	334	50	.	.	PUNCT
futech-623	335	1	cross	cross	ADJ
futech-623	335	2	-	-	ADJ
futech-623	335	3	national	national	ADJ
futech-623	335	4	studies	study	NOUN
futech-623	335	5	comparing	compare	VERB
futech-623	335	6	asian	asian	ADJ
futech-623	335	7	,	,	PUNCT
futech-623	335	8	european	european	ADJ
futech-623	335	9	,	,	PUNCT
futech-623	335	10	and	and	CCONJ
futech-623	335	11	north	north	ADJ
futech-623	335	12	american	american	ADJ
futech-623	335	13	universities	university	NOUN
futech-623	335	14	would	would	AUX
futech-623	335	15	identify	identify	VERB
futech-623	335	16	cultural	cultural	ADJ
futech-623	335	17	boundary	boundary	ADJ
futech-623	335	18	conditions	condition	NOUN
futech-623	335	19	.	.	PUNCT
futech-623	336	1	we	we	PRON
futech-623	336	2	explored	explore	VERB
futech-623	336	3	collectivism	collectivism	NOUN
futech-623	336	4	's	's	PART
futech-623	336	5	role	role	NOUN
futech-623	336	6	post	post	ADJ
futech-623	336	7	-	-	ADJ
futech-623	336	8	hoc	hoc	X
futech-623	336	9	by	by	ADP
futech-623	336	10	incorporating	incorporate	VERB
futech-623	336	11	province	province	NOUN
futech-623	336	12	-	-	PUNCT
futech-623	336	13	level	level	NOUN
futech-623	336	14	proxies	proxy	NOUN
futech-623	336	15	.	.	PUNCT
futech-623	337	1	participants	participant	NOUN
futech-623	337	2	came	come	VERB
futech-623	337	3	from	from	ADP
futech-623	337	4	12	12	NUM
futech-623	337	5	universities	university	NOUN
futech-623	337	6	across	across	ADP
futech-623	337	7	provinces	province	NOUN
futech-623	337	8	varying	vary	VERB
futech-623	337	9	in	in	ADP
futech-623	337	10	economic	economic	ADJ
futech-623	337	11	development	development	NOUN
futech-623	337	12	:	:	PUNCT
futech-623	337	13	eastern	eastern	ADJ
futech-623	337	14	region	region	NOUN
futech-623	337	15	(	(	PUNCT
futech-623	337	16	52.2	52.2	NUM
futech-623	337	17	%	%	NOUN
futech-623	337	18	,	,	PUNCT
futech-623	337	19	higher	high	ADJ
futech-623	337	20	gdp	gdp	NOUN
futech-623	337	21	per	per	ADP
futech-623	337	22	capita	capita	X
futech-623	337	23	m=¥95,000	m=¥95,000	PROPN
futech-623	337	24	)	)	PUNCT
futech-623	337	25	,	,	PUNCT
futech-623	337	26	central	central	NOUN
futech-623	337	27	(	(	PUNCT
futech-623	337	28	28.9	28.9	NUM
futech-623	337	29	%	%	NOUN
futech-623	337	30	,	,	PUNCT
futech-623	337	31	moderate	moderate	ADJ
futech-623	337	32	gdp	gdp	NOUN
futech-623	337	33	m=¥61,000	m=¥61,000	PROPN
futech-623	337	34	)	)	PUNCT
futech-623	337	35	,	,	PUNCT
futech-623	337	36	western	western	ADJ
futech-623	337	37	(	(	PUNCT
futech-623	337	38	18.9	18.9	NUM
futech-623	337	39	%	%	NOUN
futech-623	337	40	,	,	PUNCT
futech-623	337	41	lower	low	ADJ
futech-623	337	42	gdp	gdp	NOUN
futech-623	337	43	m=¥52,000	m=¥52,000	PROPN
futech-623	337	44	)	)	PUNCT
futech-623	337	45	.	.	PUNCT
futech-623	338	1	we	we	PRON
futech-623	338	2	used	use	VERB
futech-623	338	3	provincial	provincial	ADJ
futech-623	338	4	gdp	gdp	NOUN
futech-623	338	5	per	per	ADP
futech-623	338	6	capita	capita	X
futech-623	338	7	and	and	CCONJ
futech-623	338	8	urbanization	urbanization	NOUN
futech-623	338	9	rate	rate	NOUN
futech-623	338	10	(	(	PUNCT
futech-623	338	11	from	from	ADP
futech-623	338	12	the	the	DET
futech-623	338	13	national	national	PROPN
futech-623	338	14	bureau	bureau	PROPN
futech-623	338	15	of	of	ADP
futech-623	338	16	statistics	statistic	NOUN
futech-623	338	17	2024	2024	NUM
futech-623	338	18	)	)	PUNCT
futech-623	338	19	as	as	ADP
futech-623	338	20	inverse	inverse	ADJ
futech-623	338	21	proxies	proxy	NOUN
futech-623	338	22	for	for	ADP
futech-623	338	23	collectivism	collectivism	NOUN
futech-623	338	24	,	,	PUNCT
futech-623	338	25	as	as	SCONJ
futech-623	338	26	research	research	NOUN
futech-623	338	27	shows	show	VERB
futech-623	338	28	negative	negative	ADJ
futech-623	338	29	correlations	correlation	NOUN
futech-623	338	30	between	between	ADP
futech-623	338	31	economic	economic	ADJ
futech-623	338	32	development	development	NOUN
futech-623	338	33	and	and	CCONJ
futech-623	339	1	z.	z.	PROPN
futech-623	339	2	qian	qian	PROPN
futech-623	339	3	et	et	PROPN
futech-623	339	4	al	al	PROPN
futech-623	339	5	.	.	PROPN
futech-623	339	6	/future	/future	PUNCT
futech-623	339	7	technology	technology	PROPN
futech-623	339	8	february	february	PROPN
futech-623	339	9	2026|	2026|	NUM
futech-623	339	10	volume	volume	NOUN
futech-623	339	11	05	05	NUM
futech-623	340	1	|	|	ADV
futech-623	340	2	issue	issue	NOUN
futech-623	340	3	01	01	NUM
futech-623	341	1	|	|	ADV
futech-623	341	2	pages	page	VERB
futech-623	341	3	222	222	NUM
futech-623	341	4	-	-	SYM
futech-623	341	5	233	233	NUM
futech-623	341	6	231	231	NUM
futech-623	341	7	collectivistic	collectivistic	ADJ
futech-623	341	8	values	value	NOUN
futech-623	341	9	(	(	PUNCT
futech-623	341	10	r=-0.36	r=-0.36	VERB
futech-623	341	11	to	to	ADP
futech-623	341	12	-0.42	-0.42	NUM
futech-623	341	13	)	)	PUNCT
futech-623	341	14	.	.	PUNCT
futech-623	342	1	exploratory	exploratory	ADJ
futech-623	342	2	multilevel	multilevel	NOUN
futech-623	342	3	modeling	modeling	NOUN
futech-623	342	4	with	with	ADP
futech-623	342	5	faculty	faculty	NOUN
futech-623	342	6	nested	nest	VERB
futech-623	342	7	within	within	ADP
futech-623	342	8	universities	university	NOUN
futech-623	342	9	nested	nest	VERB
futech-623	342	10	within	within	ADP
futech-623	342	11	provinces	province	NOUN
futech-623	342	12	showed	show	VERB
futech-623	342	13	that	that	SCONJ
futech-623	342	14	provincial	provincial	ADJ
futech-623	342	15	gdp	gdp	NOUN
futech-623	342	16	per	per	ADP
futech-623	342	17	capita	capita	NOUN
futech-623	342	18	marginally	marginally	ADV
futech-623	342	19	moderated	moderate	VERB
futech-623	342	20	the	the	DET
futech-623	342	21	ai	ai	ADJ
futech-623	342	22	support	support	NOUN
futech-623	342	23	-	-	PUNCT
futech-623	342	24	engagement	engagement	NOUN
futech-623	342	25	relationship	relationship	NOUN
futech-623	342	26	(	(	PUNCT
futech-623	342	27	γ=-0.024	γ=-0.024	PROPN
futech-623	342	28	,	,	PUNCT
futech-623	342	29	se=0.012	se=0.012	ADJ
futech-623	342	30	,	,	PUNCT
futech-623	342	31	p=0.041	p=0.041	NOUN
futech-623	342	32	)	)	PUNCT
futech-623	342	33	,	,	PUNCT
futech-623	342	34	with	with	ADP
futech-623	342	35	slightly	slightly	ADV
futech-623	342	36	stronger	strong	ADJ
futech-623	342	37	effects	effect	NOUN
futech-623	342	38	in	in	ADP
futech-623	342	39	less	less	ADV
futech-623	342	40	economically	economically	ADV
futech-623	342	41	developed	develop	VERB
futech-623	342	42	(	(	PUNCT
futech-623	342	43	more	more	ADJ
futech-623	342	44	collectivistic	collectivistic	ADJ
futech-623	342	45	)	)	PUNCT
futech-623	342	46	regions	region	NOUN
futech-623	342	47	.	.	PUNCT
futech-623	343	1	this	this	PRON
futech-623	343	2	suggests	suggest	VERB
futech-623	343	3	collectivistic	collectivistic	ADJ
futech-623	343	4	cultures	culture	NOUN
futech-623	343	5	may	may	AUX
futech-623	343	6	amplify	amplify	VERB
futech-623	343	7	positive	positive	ADJ
futech-623	343	8	responses	response	NOUN
futech-623	343	9	to	to	ADP
futech-623	343	10	organizational	organizational	ADJ
futech-623	343	11	ai	ai	NOUN
futech-623	343	12	initiatives	initiative	NOUN
futech-623	343	13	,	,	PUNCT
futech-623	343	14	as	as	SCONJ
futech-623	343	15	faculty	faculty	NOUN
futech-623	343	16	perceive	perceive	VERB
futech-623	343	17	them	they	PRON
futech-623	343	18	as	as	ADP
futech-623	343	19	expressions	expression	NOUN
futech-623	343	20	of	of	ADP
futech-623	343	21	institutional	institutional	ADJ
futech-623	343	22	care	care	NOUN
futech-623	343	23	.	.	PUNCT
futech-623	344	1	however	however	ADV
futech-623	344	2	,	,	PUNCT
futech-623	344	3	this	this	DET
futech-623	344	4	analysis	analysis	NOUN
futech-623	344	5	is	be	AUX
futech-623	344	6	exploratory	exploratory	ADJ
futech-623	344	7	and	and	CCONJ
futech-623	344	8	limited	limit	VERB
futech-623	344	9	by	by	ADP
futech-623	344	10	:	:	PUNCT
futech-623	344	11	(	(	PUNCT
futech-623	344	12	1	1	X
futech-623	344	13	)	)	PUNCT
futech-623	344	14	a	a	DET
futech-623	344	15	lack	lack	NOUN
futech-623	344	16	of	of	ADP
futech-623	344	17	individual	individual	ADJ
futech-623	344	18	-	-	PUNCT
futech-623	344	19	level	level	NOUN
futech-623	344	20	collectivism	collectivism	NOUN
futech-623	344	21	measurement	measurement	NOUN
futech-623	344	22	,	,	PUNCT
futech-623	344	23	(	(	PUNCT
futech-623	344	24	2	2	X
futech-623	344	25	)	)	PUNCT
futech-623	344	26	a	a	DET
futech-623	344	27	small	small	ADJ
futech-623	344	28	number	number	NOUN
futech-623	344	29	of	of	ADP
futech-623	344	30	provinces	province	NOUN
futech-623	344	31	(	(	PUNCT
futech-623	344	32	k=8	k=8	PROPN
futech-623	344	33	)	)	PUNCT
futech-623	344	34	,	,	PUNCT
futech-623	344	35	and	and	CCONJ
futech-623	344	36	(	(	PUNCT
futech-623	344	37	3	3	X
futech-623	344	38	)	)	PUNCT
futech-623	344	39	ecological	ecological	ADJ
futech-623	344	40	fallacy	fallacy	NOUN
futech-623	344	41	risks	risk	NOUN
futech-623	344	42	when	when	SCONJ
futech-623	344	43	inferring	infer	VERB
futech-623	344	44	individual	individual	ADJ
futech-623	344	45	psychology	psychology	NOUN
futech-623	344	46	from	from	ADP
futech-623	344	47	regional	regional	ADJ
futech-623	344	48	indicators	indicator	NOUN
futech-623	344	49	.	.	PUNCT
futech-623	345	1	future	future	ADJ
futech-623	345	2	research	research	NOUN
futech-623	345	3	should	should	AUX
futech-623	345	4	directly	directly	ADV
futech-623	345	5	measure	measure	VERB
futech-623	345	6	individual	individual	ADJ
futech-623	345	7	collectivistic	collectivistic	ADJ
futech-623	345	8	values	value	NOUN
futech-623	345	9	using	use	VERB
futech-623	345	10	validated	validated	ADJ
futech-623	345	11	scales	scale	NOUN
futech-623	345	12	(	(	PUNCT
futech-623	345	13	e.g.	e.g.	ADV
futech-623	345	14	,	,	PUNCT
futech-623	345	15	triandis	triandis	PROPN
futech-623	345	16	&	&	CCONJ
futech-623	345	17	gelfand	gelfand	PROPN
futech-623	345	18	's	's	PART
futech-623	345	19	individualism	individualism	NOUN
futech-623	345	20	-	-	PUNCT
futech-623	345	21	collectivism	collectivism	NOUN
futech-623	345	22	scale	scale	NOUN
futech-623	345	23	)	)	PUNCT
futech-623	345	24	to	to	PART
futech-623	345	25	rigorously	rigorously	ADV
futech-623	345	26	test	test	VERB
futech-623	345	27	cultural	cultural	ADJ
futech-623	345	28	moderation	moderation	NOUN
futech-623	345	29	.	.	PUNCT
futech-623	346	1	given	give	VERB
futech-623	346	2	china	china	PROPN
futech-623	346	3	's	's	PART
futech-623	346	4	relatively	relatively	ADV
futech-623	346	5	homogeneous	homogeneous	ADJ
futech-623	346	6	high	high	ADJ
futech-623	346	7	collectivism	collectivism	NOUN
futech-623	346	8	compared	compare	VERB
futech-623	346	9	to	to	ADP
futech-623	346	10	crossnational	crossnational	ADJ
futech-623	346	11	variation	variation	NOUN
futech-623	346	12	(	(	PUNCT
futech-623	346	13	hofstede	hofstede	NOUN
futech-623	346	14	score=20	score=20	PROPN
futech-623	346	15	vs.	vs.	X
futech-623	346	16	us=91	us=91	PROPN
futech-623	346	17	)	)	PUNCT
futech-623	346	18	,	,	PUNCT
futech-623	346	19	withincountry	withincountry	NOUN
futech-623	346	20	effects	effect	NOUN
futech-623	346	21	are	be	AUX
futech-623	346	22	modest	modest	ADJ
futech-623	346	23	.	.	PUNCT
futech-623	347	1	fourth	fourth	ADJ
futech-623	347	2	,	,	PUNCT
futech-623	347	3	self	self	NOUN
futech-623	347	4	-	-	PUNCT
futech-623	347	5	report	report	NOUN
futech-623	347	6	measures	measure	NOUN
futech-623	347	7	introduce	introduce	VERB
futech-623	347	8	common	common	ADJ
futech-623	347	9	method	method	NOUN
futech-623	347	10	bias	bias	NOUN
futech-623	347	11	despite	despite	SCONJ
futech-623	347	12	our	our	PRON
futech-623	347	13	procedural	procedural	ADJ
futech-623	347	14	and	and	CCONJ
futech-623	347	15	statistical	statistical	ADJ
futech-623	347	16	controls	control	NOUN
futech-623	347	17	;	;	PUNCT
futech-623	347	18	while	while	SCONJ
futech-623	347	19	cmv	cmv	NOUN
futech-623	347	20	tests	test	NOUN
futech-623	347	21	suggest	suggest	VERB
futech-623	347	22	bias	bias	NOUN
futech-623	347	23	is	be	AUX
futech-623	347	24	not	not	PART
futech-623	347	25	severe	severe	ADJ
futech-623	347	26	,	,	PUNCT
futech-623	347	27	future	future	ADJ
futech-623	347	28	research	research	NOUN
futech-623	347	29	should	should	AUX
futech-623	347	30	incorporate	incorporate	VERB
futech-623	347	31	objective	objective	ADJ
futech-623	347	32	measures	measure	NOUN
futech-623	347	33	such	such	ADJ
futech-623	347	34	as	as	ADP
futech-623	347	35	actual	actual	ADJ
futech-623	347	36	ai	ai	NOUN
futech-623	347	37	system	system	NOUN
futech-623	347	38	usage	usage	NOUN
futech-623	347	39	logs	log	NOUN
futech-623	347	40	,	,	PUNCT
futech-623	347	41	teaching	teach	VERB
futech-623	347	42	evaluations	evaluation	NOUN
futech-623	347	43	,	,	PUNCT
futech-623	347	44	and	and	CCONJ
futech-623	347	45	publication	publication	NOUN
futech-623	347	46	metrics	metric	NOUN
futech-623	347	47	to	to	PART
futech-623	347	48	complement	complement	VERB
futech-623	347	49	self	self	NOUN
futech-623	347	50	-	-	PUNCT
futech-623	347	51	reports	report	NOUN
futech-623	347	52	.	.	PUNCT
futech-623	348	1	multi	multi	ADJ
futech-623	348	2	-	-	ADJ
futech-623	348	3	source	source	NOUN
futech-623	348	4	designs	design	NOUN
futech-623	348	5	collecting	collect	VERB
futech-623	348	6	supervisor	supervisor	NOUN
futech-623	348	7	ratings	rating	NOUN
futech-623	348	8	of	of	ADP
futech-623	348	9	engagement	engagement	NOUN
futech-623	348	10	would	would	AUX
futech-623	348	11	strengthen	strengthen	VERB
futech-623	348	12	causal	causal	ADJ
futech-623	348	13	claims	claim	NOUN
futech-623	348	14	.	.	PUNCT
futech-623	349	1	fifth	fifth	ADJ
futech-623	349	2	,	,	PUNCT
futech-623	349	3	our	our	PRON
futech-623	349	4	study	study	NOUN
futech-623	349	5	captures	capture	VERB
futech-623	349	6	a	a	DET
futech-623	349	7	snapshot	snapshot	NOUN
futech-623	349	8	in	in	ADP
futech-623	349	9	ai	ai	PRON
futech-623	349	10	evolution	evolution	NOUN
futech-623	349	11	—	—	PUNCT
futech-623	349	12	as	as	SCONJ
futech-623	349	13	generative	generative	ADJ
futech-623	349	14	ai	ai	VERB
futech-623	349	15	tools	tool	NOUN
futech-623	349	16	(	(	PUNCT
futech-623	349	17	chatgpt	chatgpt	NOUN
futech-623	349	18	,	,	PUNCT
futech-623	349	19	claude	claude	PROPN
futech-623	349	20	)	)	PUNCT
futech-623	349	21	become	become	VERB
futech-623	349	22	ubiquitous	ubiquitous	ADJ
futech-623	349	23	post-2023	post-2023	NOUN
futech-623	349	24	,	,	PUNCT
futech-623	349	25	faculty	faculty	NOUN
futech-623	349	26	-	-	PUNCT
futech-623	349	27	ai	ai	NOUN
futech-623	349	28	interaction	interaction	NOUN
futech-623	349	29	patterns	pattern	NOUN
futech-623	349	30	are	be	AUX
futech-623	349	31	rapidly	rapidly	ADV
futech-623	349	32	changing	change	VERB
futech-623	349	33	,	,	PUNCT
futech-623	349	34	and	and	CCONJ
futech-623	349	35	as	as	SCONJ
futech-623	349	36	uses	use	NOUN
futech-623	349	37	of	of	ADP
futech-623	349	38	ai	ai	ADJ
futech-623	349	39	shift	shift	NOUN
futech-623	349	40	toward	toward	ADP
futech-623	349	41	large	large	ADJ
futech-623	349	42	language	language	NOUN
futech-623	349	43	models	model	NOUN
futech-623	349	44	and	and	CCONJ
futech-623	349	45	generative	generative	ADJ
futech-623	349	46	ai	ai	PROPN
futech-623	349	47	,	,	PUNCT
futech-623	349	48	the	the	DET
futech-623	349	49	nature	nature	NOUN
futech-623	349	50	of	of	ADP
futech-623	349	51	faculty	faculty	NOUN
futech-623	349	52	-	-	PUNCT
futech-623	349	53	ai	ai	NOUN
futech-623	349	54	interaction	interaction	NOUN
futech-623	349	55	may	may	AUX
futech-623	349	56	be	be	AUX
futech-623	349	57	fundamentally	fundamentally	ADV
futech-623	349	58	modified	modify	VERB
futech-623	350	1	[	[	PUNCT
futech-623	350	2	35	35	NUM
futech-623	350	3	]	]	PUNCT
futech-623	350	4	.	.	PUNCT
futech-623	351	1	our	our	PRON
futech-623	351	2	findings	finding	NOUN
futech-623	351	3	reflect	reflect	VERB
futech-623	351	4	early	early	ADJ
futech-623	351	5	adoption	adoption	NOUN
futech-623	351	6	phases	phase	NOUN
futech-623	351	7	;	;	PUNCT
futech-623	351	8	longitudinal	longitudinal	ADJ
futech-623	351	9	studies	study	NOUN
futech-623	351	10	tracking	track	VERB
futech-623	351	11	how	how	SCONJ
futech-623	351	12	relationships	relationship	NOUN
futech-623	351	13	evolve	evolve	VERB
futech-623	351	14	as	as	SCONJ
futech-623	351	15	ai	ai	VERB
futech-623	351	16	capabilities	capability	NOUN
futech-623	351	17	expand	expand	VERB
futech-623	351	18	and	and	CCONJ
futech-623	351	19	faculty	faculty	NOUN
futech-623	351	20	expertise	expertise	NOUN
futech-623	351	21	deepens	deepen	VERB
futech-623	351	22	would	would	AUX
futech-623	351	23	reveal	reveal	VERB
futech-623	351	24	dynamic	dynamic	ADJ
futech-623	351	25	patterns	pattern	NOUN
futech-623	351	26	.	.	PUNCT
futech-623	352	1	several	several	ADJ
futech-623	352	2	promising	promising	ADJ
futech-623	352	3	avenues	avenue	NOUN
futech-623	352	4	emerge	emerge	VERB
futech-623	352	5	for	for	ADP
futech-623	352	6	future	future	ADJ
futech-623	352	7	research	research	NOUN
futech-623	352	8	.	.	PUNCT
futech-623	353	1	first	first	ADV
futech-623	353	2	,	,	PUNCT
futech-623	353	3	experimental	experimental	ADJ
futech-623	353	4	or	or	CCONJ
futech-623	353	5	quasi	quasi	ADJ
futech-623	353	6	-	-	ADJ
futech-623	353	7	experimental	experimental	ADJ
futech-623	353	8	designs	design	NOUN
futech-623	353	9	could	could	AUX
futech-623	353	10	establish	establish	VERB
futech-623	353	11	causality	causality	NOUN
futech-623	353	12	by	by	ADP
futech-623	353	13	randomly	randomly	ADV
futech-623	353	14	assigning	assign	VERB
futech-623	353	15	faculty	faculty	NOUN
futech-623	353	16	to	to	ADP
futech-623	353	17	digital	digital	ADJ
futech-623	353	18	literacy	literacy	NOUN
futech-623	353	19	training	training	NOUN
futech-623	353	20	interventions	intervention	NOUN
futech-623	353	21	and	and	CCONJ
futech-623	353	22	measuring	measure	VERB
futech-623	353	23	subsequent	subsequent	ADJ
futech-623	353	24	changes	change	NOUN
futech-623	353	25	in	in	ADP
futech-623	353	26	engagement	engagement	NOUN
futech-623	353	27	,	,	PUNCT
futech-623	353	28	providing	provide	VERB
futech-623	353	29	more	more	ADV
futech-623	353	30	definitive	definitive	ADJ
futech-623	353	31	evidence	evidence	NOUN
futech-623	353	32	for	for	ADP
futech-623	353	33	the	the	DET
futech-623	353	34	causal	causal	ADJ
futech-623	353	35	direction	direction	NOUN
futech-623	353	36	of	of	ADP
futech-623	353	37	relationships	relationship	NOUN
futech-623	353	38	observed	observe	VERB
futech-623	353	39	in	in	ADP
futech-623	353	40	this	this	DET
futech-623	353	41	study	study	NOUN
futech-623	353	42	.	.	PUNCT
futech-623	354	1	second	second	ADJ
futech-623	354	2	,	,	PUNCT
futech-623	354	3	experience	experience	NOUN
futech-623	354	4	sampling	sampling	NOUN
futech-623	354	5	methods	method	NOUN
futech-623	354	6	(	(	PUNCT
futech-623	354	7	esm	esm	PROPN
futech-623	354	8	)	)	PUNCT
futech-623	354	9	could	could	AUX
futech-623	354	10	capture	capture	VERB
futech-623	354	11	momentary	momentary	ADJ
futech-623	354	12	fluctuations	fluctuation	NOUN
futech-623	354	13	in	in	ADP
futech-623	354	14	engagement	engagement	NOUN
futech-623	354	15	throughout	throughout	ADP
futech-623	354	16	the	the	DET
futech-623	354	17	workday	workday	NOUN
futech-623	354	18	as	as	ADP
futech-623	354	19	faculty	faculty	NOUN
futech-623	354	20	interact	interact	VERB
futech-623	354	21	with	with	ADP
futech-623	354	22	ai	ai	PROPN
futech-623	354	23	systems	system	NOUN
futech-623	354	24	,	,	PUNCT
futech-623	354	25	distinguishing	distinguish	VERB
futech-623	354	26	sustained	sustain	VERB
futech-623	354	27	versus	versus	ADP
futech-623	354	28	temporary	temporary	ADJ
futech-623	354	29	effects	effect	NOUN
futech-623	354	30	and	and	CCONJ
futech-623	354	31	revealing	reveal	VERB
futech-623	354	32	the	the	DET
futech-623	354	33	temporal	temporal	ADJ
futech-623	354	34	dynamics	dynamic	NOUN
futech-623	354	35	of	of	ADP
futech-623	354	36	technology	technology	NOUN
futech-623	354	37	-	-	PUNCT
futech-623	354	38	engagement	engagement	NOUN
futech-623	354	39	relationships	relationship	NOUN
futech-623	354	40	[	[	X
futech-623	354	41	36	36	NUM
futech-623	354	42	]	]	PUNCT
futech-623	354	43	.	.	PUNCT
futech-623	355	1	methodologically	methodologically	ADV
futech-623	355	2	sound	sound	ADJ
futech-623	355	3	approaches	approach	NOUN
futech-623	355	4	,	,	PUNCT
futech-623	355	5	such	such	ADJ
futech-623	355	6	as	as	ADP
futech-623	355	7	esm	esm	PROPN
futech-623	355	8	,	,	PUNCT
futech-623	355	9	can	can	AUX
futech-623	355	10	monitor	monitor	VERB
futech-623	355	11	micro	micro	ADJ
futech-623	355	12	-	-	NOUN
futech-623	355	13	level	level	ADJ
futech-623	355	14	changes	change	NOUN
futech-623	355	15	in	in	ADP
futech-623	355	16	ai	ai	NOUN
futech-623	355	17	interaction	interaction	NOUN
futech-623	355	18	activity	activity	NOUN
futech-623	355	19	and	and	CCONJ
futech-623	355	20	determine	determine	VERB
futech-623	355	21	if	if	SCONJ
futech-623	355	22	benefits	benefit	NOUN
futech-623	355	23	are	be	AUX
futech-623	355	24	shortor	shortor	NOUN
futech-623	355	25	long	long	ADJ
futech-623	355	26	-	-	PUNCT
futech-623	355	27	term	term	NOUN
futech-623	355	28	.	.	PUNCT
futech-623	356	1	third	third	ADJ
futech-623	356	2	,	,	PUNCT
futech-623	356	3	qualitative	qualitative	ADJ
futech-623	356	4	studies	study	NOUN
futech-623	356	5	using	use	VERB
futech-623	356	6	the	the	DET
futech-623	356	7	critical	critical	ADJ
futech-623	356	8	incident	incident	NOUN
futech-623	356	9	technique	technique	NOUN
futech-623	356	10	could	could	AUX
futech-623	356	11	identify	identify	VERB
futech-623	356	12	specific	specific	ADJ
futech-623	356	13	ai	ai	NOUN
futech-623	356	14	features	feature	NOUN
futech-623	356	15	or	or	CCONJ
futech-623	356	16	interaction	interaction	NOUN
futech-623	356	17	moments	moment	NOUN
futech-623	356	18	that	that	PRON
futech-623	356	19	trigger	trigger	NOUN
futech-623	356	20	flow	flow	NOUN
futech-623	356	21	states	state	NOUN
futech-623	356	22	versus	versus	ADP
futech-623	356	23	causing	cause	VERB
futech-623	356	24	frustration	frustration	NOUN
futech-623	356	25	,	,	PUNCT
futech-623	356	26	providing	provide	VERB
futech-623	356	27	rich	rich	ADJ
futech-623	356	28	contextual	contextual	ADJ
futech-623	356	29	understanding	understanding	NOUN
futech-623	356	30	of	of	ADP
futech-623	356	31	how	how	SCONJ
futech-623	356	32	and	and	CCONJ
futech-623	356	33	why	why	SCONJ
futech-623	356	34	ai	ai	AUX
futech-623	356	35	systems	system	NOUN
futech-623	356	36	enhance	enhance	VERB
futech-623	356	37	or	or	CCONJ
futech-623	356	38	diminish	diminish	VERB
futech-623	356	39	engagement	engagement	NOUN
futech-623	356	40	.	.	PUNCT
futech-623	357	1	fourth	fourth	ADJ
futech-623	357	2	,	,	PUNCT
futech-623	357	3	cross	cross	ADJ
futech-623	357	4	-	-	ADJ
futech-623	357	5	cultural	cultural	ADJ
futech-623	357	6	comparative	comparative	ADJ
futech-623	357	7	research	research	NOUN
futech-623	357	8	would	would	AUX
futech-623	357	9	establish	establish	VERB
futech-623	357	10	boundary	boundary	ADJ
futech-623	357	11	conditions	condition	NOUN
futech-623	357	12	and	and	CCONJ
futech-623	357	13	cultural	cultural	ADJ
futech-623	357	14	moderators	moderator	NOUN
futech-623	357	15	,	,	PUNCT
futech-623	357	16	testing	test	VERB
futech-623	357	17	whether	whether	SCONJ
futech-623	357	18	the	the	DET
futech-623	357	19	patterns	pattern	NOUN
futech-623	357	20	observed	observe	VERB
futech-623	357	21	in	in	ADP
futech-623	357	22	china	china	PROPN
futech-623	357	23	's	's	PART
futech-623	357	24	collectivistic	collectivistic	ADJ
futech-623	357	25	context	context	NOUN
futech-623	357	26	generalize	generalize	VERB
futech-623	357	27	to	to	ADP
futech-623	357	28	individualistic	individualistic	ADJ
futech-623	357	29	western	western	ADJ
futech-623	357	30	cultures	culture	NOUN
futech-623	357	31	or	or	CCONJ
futech-623	357	32	other	other	ADJ
futech-623	357	33	educational	educational	ADJ
futech-623	357	34	systems	system	NOUN
futech-623	357	35	.	.	PUNCT
futech-623	358	1	fifth	fifth	ADJ
futech-623	358	2	,	,	PUNCT
futech-623	358	3	as	as	SCONJ
futech-623	358	4	ai	ai	VERB
futech-623	358	5	technology	technology	NOUN
futech-623	358	6	advances	advance	NOUN
futech-623	358	7	toward	toward	ADP
futech-623	358	8	autonomous	autonomous	ADJ
futech-623	358	9	research	research	NOUN
futech-623	358	10	and	and	CCONJ
futech-623	358	11	creative	creative	ADJ
futech-623	358	12	tasks	task	NOUN
futech-623	358	13	traditionally	traditionally	ADV
futech-623	358	14	considered	consider	VERB
futech-623	358	15	uniquely	uniquely	ADV
futech-623	358	16	human	human	ADJ
futech-623	358	17	,	,	PUNCT
futech-623	358	18	studies	study	NOUN
futech-623	358	19	should	should	AUX
futech-623	358	20	investigate	investigate	VERB
futech-623	358	21	how	how	SCONJ
futech-623	358	22	faculty	faculty	NOUN
futech-623	358	23	roles	role	NOUN
futech-623	358	24	transform	transform	VERB
futech-623	358	25	and	and	CCONJ
futech-623	358	26	whether	whether	SCONJ
futech-623	358	27	engagement	engagement	NOUN
futech-623	358	28	patterns	pattern	NOUN
futech-623	358	29	shift	shift	VERB
futech-623	358	30	from	from	ADP
futech-623	358	31	taskefficiency	taskefficiency	NOUN
futech-623	358	32	benefits	benefit	NOUN
futech-623	358	33	to	to	ADP
futech-623	358	34	concerns	concern	NOUN
futech-623	358	35	about	about	ADP
futech-623	358	36	skill	skill	NOUN
futech-623	358	37	obsolescence	obsolescence	NOUN
futech-623	358	38	or	or	CCONJ
futech-623	358	39	role	role	NOUN
futech-623	358	40	displacement	displacement	NOUN
futech-623	358	41	.	.	PUNCT
futech-623	359	1	finally	finally	ADV
futech-623	359	2	,	,	PUNCT
futech-623	359	3	research	research	NOUN
futech-623	359	4	should	should	AUX
futech-623	359	5	align	align	VERB
futech-623	359	6	with	with	ADP
futech-623	359	7	future	future	ADJ
futech-623	359	8	technology	technology	NOUN
futech-623	359	9	journal	journal	NOUN
futech-623	359	10	's	's	PART
futech-623	359	11	emphasis	emphasis	NOUN
futech-623	359	12	on	on	ADP
futech-623	359	13	ai	ai	PRON
futech-623	359	14	adoption	adoption	NOUN
futech-623	359	15	policy	policy	NOUN
futech-623	359	16	and	and	CCONJ
futech-623	359	17	technological	technological	ADJ
futech-623	359	18	innovation	innovation	NOUN
futech-623	359	19	by	by	ADP
futech-623	359	20	examining	examine	VERB
futech-623	359	21	institution	institution	NOUN
futech-623	359	22	-	-	PUNCT
futech-623	359	23	level	level	NOUN
futech-623	359	24	implementation	implementation	NOUN
futech-623	359	25	strategies	strategy	NOUN
futech-623	359	26	,	,	PUNCT
futech-623	359	27	policy	policy	NOUN
futech-623	359	28	frameworks	framework	NOUN
futech-623	359	29	supporting	support	VERB
futech-623	359	30	ethical	ethical	ADJ
futech-623	359	31	ai	ai	NOUN
futech-623	359	32	use	use	NOUN
futech-623	359	33	,	,	PUNCT
futech-623	359	34	and	and	CCONJ
futech-623	359	35	organizational	organizational	ADJ
futech-623	359	36	cultures	culture	NOUN
futech-623	359	37	fostering	foster	VERB
futech-623	359	38	productive	productive	ADJ
futech-623	359	39	human	human	ADJ
futech-623	359	40	-	-	PUNCT
futech-623	359	41	ai	ai	NOUN
futech-623	359	42	collaboration	collaboration	NOUN
futech-623	359	43	in	in	ADP
futech-623	359	44	knowledge	knowledge	NOUN
futech-623	359	45	work	work	NOUN
futech-623	359	46	.	.	PUNCT
futech-623	360	1	these	these	DET
futech-623	360	2	investigations	investigation	NOUN
futech-623	360	3	would	would	AUX
futech-623	360	4	provide	provide	VERB
futech-623	360	5	actionable	actionable	ADJ
futech-623	360	6	insights	insight	NOUN
futech-623	360	7	for	for	ADP
futech-623	360	8	policymakers	policymaker	NOUN
futech-623	360	9	,	,	PUNCT
futech-623	360	10	university	university	NOUN
futech-623	360	11	administrators	administrator	NOUN
futech-623	360	12	,	,	PUNCT
futech-623	360	13	and	and	CCONJ
futech-623	360	14	educational	educational	ADJ
futech-623	360	15	technology	technology	NOUN
futech-623	360	16	developers	developer	NOUN
futech-623	360	17	seeking	seek	VERB
futech-623	360	18	to	to	PART
futech-623	360	19	optimize	optimize	VERB
futech-623	360	20	faculty	faculty	NOUN
futech-623	360	21	-	-	PUNCT
futech-623	360	22	ai	ai	NOUN
futech-623	360	23	collaboration	collaboration	NOUN
futech-623	360	24	while	while	SCONJ
futech-623	360	25	promoting	promote	VERB
futech-623	360	26	faculty	faculty	NOUN
futech-623	360	27	well	well	ADV
futech-623	360	28	-	-	PUNCT
futech-623	360	29	being	be	AUX
futech-623	360	30	and	and	CCONJ
futech-623	360	31	institutional	institutional	ADJ
futech-623	360	32	effectiveness	effectiveness	NOUN
futech-623	360	33	in	in	ADP
futech-623	360	34	an	an	DET
futech-623	360	35	increasingly	increasingly	ADV
futech-623	360	36	technologymediated	technologymediate	VERB
futech-623	360	37	academic	academic	ADJ
futech-623	360	38	landscape	landscape	NOUN
futech-623	360	39	.	.	PUNCT
futech-623	361	1	6	6	X
futech-623	361	2	.	.	X
futech-623	361	3	conclusion	conclusion	NOUN
futech-623	361	4	this	this	DET
futech-623	361	5	study	study	NOUN
futech-623	361	6	examined	examine	VERB
futech-623	361	7	the	the	DET
futech-623	361	8	relationships	relationship	NOUN
futech-623	361	9	between	between	ADP
futech-623	361	10	aidriven	aidriven	ADJ
futech-623	361	11	organizational	organizational	ADJ
futech-623	361	12	support	support	NOUN
futech-623	361	13	systems	system	NOUN
futech-623	361	14	,	,	PUNCT
futech-623	361	15	digital	digital	ADJ
futech-623	361	16	literacy	literacy	NOUN
futech-623	361	17	,	,	PUNCT
futech-623	361	18	and	and	CCONJ
futech-623	361	19	work	work	NOUN
futech-623	361	20	engagement	engagement	NOUN
futech-623	361	21	among	among	ADP
futech-623	361	22	387	387	NUM
futech-623	361	23	university	university	NOUN
futech-623	361	24	faculty	faculty	NOUN
futech-623	361	25	members	member	NOUN
futech-623	361	26	in	in	ADP
futech-623	361	27	china	china	PROPN
futech-623	361	28	.	.	PUNCT
futech-623	362	1	grounded	ground	VERB
futech-623	362	2	in	in	ADP
futech-623	362	3	job	job	NOUN
futech-623	362	4	demands	demand	NOUN
futech-623	362	5	-	-	PUNCT
futech-623	362	6	resources	resource	NOUN
futech-623	362	7	theory	theory	NOUN
futech-623	362	8	,	,	PUNCT
futech-623	362	9	technology	technology	NOUN
futech-623	362	10	acceptance	acceptance	NOUN
futech-623	362	11	model	model	NOUN
futech-623	362	12	,	,	PUNCT
futech-623	362	13	and	and	CCONJ
futech-623	362	14	self	self	NOUN
futech-623	362	15	-	-	PUNCT
futech-623	362	16	efficacy	efficacy	NOUN
futech-623	362	17	theory	theory	NOUN
futech-623	362	18	,	,	PUNCT
futech-623	362	19	we	we	PRON
futech-623	362	20	hypothesized	hypothesize	VERB
futech-623	362	21	and	and	CCONJ
futech-623	362	22	found	find	VERB
futech-623	362	23	correlational	correlational	ADJ
futech-623	362	24	evidence	evidence	NOUN
futech-623	362	25	that	that	PRON
futech-623	362	26	ai	ai	AUX
futech-623	362	27	-	-	PUNCT
futech-623	362	28	based	base	VERB
futech-623	362	29	organizational	organizational	ADJ
futech-623	362	30	support	support	NOUN
futech-623	362	31	is	be	AUX
futech-623	362	32	strongly	strongly	ADV
futech-623	362	33	associated	associate	VERB
futech-623	362	34	with	with	ADP
futech-623	362	35	faculty	faculty	NOUN
futech-623	362	36	work	work	NOUN
futech-623	362	37	engagement	engagement	NOUN
futech-623	362	38	,	,	PUNCT
futech-623	362	39	with	with	ADP
futech-623	362	40	digital	digital	ADJ
futech-623	362	41	literacy	literacy	NOUN
futech-623	362	42	serving	serve	VERB
futech-623	362	43	as	as	ADP
futech-623	362	44	a	a	DET
futech-623	362	45	significant	significant	ADJ
futech-623	362	46	moderator	moderator	NOUN
futech-623	362	47	.	.	PUNCT
futech-623	363	1	our	our	PRON
futech-623	363	2	findings	finding	NOUN
futech-623	363	3	reveal	reveal	VERB
futech-623	363	4	several	several	ADJ
futech-623	363	5	patterns	pattern	NOUN
futech-623	363	6	.	.	PUNCT
futech-623	364	1	first	first	ADV
futech-623	364	2	,	,	PUNCT
futech-623	364	3	ai	ai	AUX
futech-623	364	4	organizational	organizational	ADJ
futech-623	364	5	support	support	NOUN
futech-623	364	6	demonstrated	demonstrate	VERB
futech-623	364	7	a	a	DET
futech-623	364	8	substantial	substantial	ADJ
futech-623	364	9	positive	positive	ADJ
futech-623	364	10	association	association	NOUN
futech-623	364	11	with	with	ADP
futech-623	364	12	overall	overall	ADJ
futech-623	364	13	work	work	NOUN
futech-623	364	14	engagement	engagement	NOUN
futech-623	364	15	(	(	PUNCT
futech-623	364	16	β=0.425	β=0.425	NOUN
futech-623	364	17	,	,	PUNCT
futech-623	364	18	p<0.001	p<0.001	PROPN
futech-623	364	19	)	)	PUNCT
futech-623	364	20	,	,	PUNCT
futech-623	364	21	explaining	explain	VERB
futech-623	364	22	an	an	DET
futech-623	364	23	additional	additional	ADJ
futech-623	364	24	18.6	18.6	NUM
futech-623	364	25	%	%	NOUN
futech-623	364	26	variance	variance	NOUN
futech-623	364	27	beyond	beyond	ADP
futech-623	364	28	demographic	demographic	ADJ
futech-623	364	29	controls	control	NOUN
futech-623	364	30	.	.	PUNCT
futech-623	365	1	this	this	DET
futech-623	365	2	strong	strong	ADJ
futech-623	365	3	relationship	relationship	NOUN
futech-623	365	4	held	hold	VERB
futech-623	365	5	consistently	consistently	ADV
futech-623	365	6	across	across	ADP
futech-623	365	7	all	all	DET
futech-623	365	8	three	three	NUM
futech-623	365	9	engagement	engagement	NOUN
futech-623	365	10	dimensions	dimension	NOUN
futech-623	365	11	:	:	PUNCT
futech-623	365	12	vigor	vigor	NOUN
futech-623	365	13	(	(	PUNCT
futech-623	365	14	β=0.398	β=0.398	NUM
futech-623	365	15	)	)	PUNCT
futech-623	365	16	,	,	PUNCT
futech-623	365	17	dedication	dedication	NOUN
futech-623	365	18	(	(	PUNCT
futech-623	365	19	β=0.412	β=0.412	NUM
futech-623	365	20	)	)	PUNCT
futech-623	365	21	,	,	PUNCT
futech-623	365	22	and	and	CCONJ
futech-623	365	23	absorption	absorption	NOUN
futech-623	365	24	(	(	PUNCT
futech-623	365	25	β=0.376	β=0.376	NOUN
futech-623	365	26	)	)	PUNCT
futech-623	365	27	,	,	PUNCT
futech-623	365	28	suggesting	suggest	VERB
futech-623	365	29	that	that	SCONJ
futech-623	365	30	effective	effective	ADJ
futech-623	365	31	ai	ai	VERB
futech-623	365	32	systems	system	NOUN
futech-623	365	33	can	can	AUX
futech-623	365	34	enhance	enhance	VERB
futech-623	365	35	faculty	faculty	NOUN
futech-623	365	36	energy	energy	NOUN
futech-623	365	37	,	,	PUNCT
futech-623	365	38	enthusiasm	enthusiasm	NOUN
futech-623	365	39	,	,	PUNCT
futech-623	365	40	and	and	CCONJ
futech-623	365	41	immersion	immersion	NOUN
futech-623	365	42	in	in	ADP
futech-623	365	43	academic	academic	ADJ
futech-623	365	44	work	work	NOUN
futech-623	365	45	.	.	PUNCT
futech-623	366	1	(	(	PUNCT
futech-623	366	2	a	a	X
futech-623	366	3	)	)	PUNCT
futech-623	366	4	vigor	vigor	NOUN
futech-623	366	5	interaction	interaction	NOUN
futech-623	366	6	:	:	PUNCT
futech-623	366	7	β	β	X
futech-623	366	8	=	=	PUNCT
futech-623	366	9	.185	.185	NUM
futech-623	366	10	,	,	PUNCT
futech-623	366	11	p	p	X
futech-623	366	12	<	<	X
futech-623	366	13	.001	.001	NUM
futech-623	366	14	4.42	4.42	NUM
futech-623	366	15	4.63	4.63	NUM
futech-623	366	16	4.50	4.50	NUM
futech-623	366	17	5.69	5.69	NUM
futech-623	366	18	low	low	NOUN
futech-623	366	19	ai	ai	VERB
futech-623	366	20	support	support	NOUN
futech-623	366	21	high	high	ADJ
futech-623	366	22	ai	ai	VERB
futech-623	366	23	support	support	NOUN
futech-623	366	24	v	v	ADP
futech-623	366	25	ig	ig	PRON
futech-623	366	26	o	o	NOUN
futech-623	366	27	r	r	NOUN
futech-623	366	28	(	(	PUNCT
futech-623	366	29	b	b	NOUN
futech-623	366	30	)	)	PUNCT
futech-623	366	31	dedication	dedication	NOUN
futech-623	366	32	interaction	interaction	NOUN
futech-623	366	33	:	:	PUNCT
futech-623	366	34	β	β	X
futech-623	366	35	=	=	SYM
futech-623	366	36	.152	.152	NUM
futech-623	366	37	,	,	PUNCT
futech-623	366	38	p	p	X
futech-623	366	39	=	=	PROPN
futech-623	366	40	.006	.006	NUM
futech-623	366	41	4.68	4.68	NUM
futech-623	366	42	4.89	4.89	NUM
futech-623	366	43	4.77	4.77	NUM
futech-623	366	44	5.88	5.88	NUM
futech-623	366	45	d	d	NOUN
futech-623	366	46	ed	ed	NOUN
futech-623	366	47	ic	ic	PROPN
futech-623	366	48	at	at	ADP
futech-623	366	49	io	io	PROPN
futech-623	366	50	n	n	PROPN
futech-623	366	51	(	(	PUNCT
futech-623	366	52	c	c	NOUN
futech-623	366	53	)	)	PUNCT
futech-623	366	54	absorption	absorption	NOUN
futech-623	366	55	interaction	interaction	NOUN
futech-623	366	56	:	:	PUNCT
futech-623	366	57	β	β	X
futech-623	366	58	=	=	PUNCT
futech-623	366	59	.135	.135	NUM
futech-623	366	60	,	,	PUNCT
futech-623	366	61	p	p	X
futech-623	366	62	=	=	SYM
futech-623	366	63	.022	.022	NUM
futech-623	366	64	4.70	4.70	NUM
futech-623	366	65	4.874.79	4.874.79	NUM
futech-623	366	66	5.75	5.75	NUM
futech-623	366	67	a	a	DET
futech-623	366	68	b	b	NOUN
futech-623	366	69	so	so	ADV
futech-623	366	70	rp	rp	NOUN
futech-623	366	71	ti	ti	PROPN
futech-623	366	72	o	o	NOUN
futech-623	366	73	n	n	CCONJ
futech-623	366	74	low	low	ADJ
futech-623	366	75	digital	digital	ADJ
futech-623	366	76	literacy	literacy	NOUN
futech-623	366	77	high	high	ADJ
futech-623	366	78	digital	digital	ADJ
futech-623	366	79	literacy	literacy	NOUN
futech-623	366	80	low	low	ADJ
futech-623	366	81	ai	ai	VERB
futech-623	366	82	support	support	NOUN
futech-623	366	83	high	high	ADJ
futech-623	366	84	ai	ai	VERB
futech-623	366	85	support	support	NOUN
futech-623	366	86	low	low	ADJ
futech-623	366	87	ai	ai	VERB
futech-623	366	88	support	support	NOUN
futech-623	366	89	high	high	ADJ
futech-623	366	90	ai	ai	VERB
futech-623	366	91	support	support	NOUN
futech-623	366	92	figure	figure	NOUN
futech-623	366	93	3	3	NUM
futech-623	366	94	.	.	PUNCT
futech-623	366	95	interaction	interaction	NOUN
futech-623	366	96	effects	effect	NOUN
futech-623	366	97	of	of	ADP
futech-623	366	98	ai	ai	NOUN
futech-623	366	99	-	-	PUNCT
futech-623	366	100	driven	drive	VERB
futech-623	366	101	organizational	organizational	ADJ
futech-623	366	102	support	support	NOUN
futech-623	366	103	and	and	CCONJ
futech-623	366	104	digital	digital	ADJ
futech-623	366	105	literacy	literacy	NOUN
futech-623	366	106	on	on	ADP
futech-623	366	107	the	the	DET
futech-623	366	108	three	three	NUM
futech-623	366	109	dimensions	dimension	NOUN
futech-623	366	110	of	of	ADP
futech-623	366	111	work	work	NOUN
futech-623	366	112	engagement	engagement	NOUN
futech-623	366	113	:	:	PUNCT
futech-623	366	114	(	(	PUNCT
futech-623	366	115	a	a	X
futech-623	366	116	)	)	PUNCT
futech-623	366	117	vigor	vigor	NOUN
futech-623	366	118	,	,	PUNCT
futech-623	366	119	(	(	PUNCT
futech-623	366	120	b	b	X
futech-623	366	121	)	)	PUNCT
futech-623	366	122	dedication	dedication	NOUN
futech-623	366	123	,	,	PUNCT
futech-623	366	124	(	(	PUNCT
futech-623	366	125	c	c	X
futech-623	366	126	)	)	PUNCT
futech-623	366	127	absorption	absorption	NOUN
futech-623	367	1	z.	z.	PROPN
futech-623	367	2	qian	qian	PROPN
futech-623	367	3	et	et	PROPN
futech-623	367	4	al	al	PROPN
futech-623	367	5	.	.	PROPN
futech-623	367	6	/future	/future	PUNCT
futech-623	367	7	technology	technology	PROPN
futech-623	367	8	february	february	PROPN
futech-623	367	9	2026|	2026|	NUM
futech-623	367	10	volume	volume	NOUN
futech-623	367	11	05	05	NUM
futech-623	368	1	|	|	ADV
futech-623	368	2	issue	issue	NOUN
futech-623	368	3	01	01	NUM
futech-623	369	1	|	|	ADV
futech-623	369	2	pages	page	VERB
futech-623	369	3	222	222	NUM
futech-623	369	4	-	-	SYM
futech-623	369	5	233	233	NUM
futech-623	369	6	232	232	NUM
futech-623	369	7	second	second	ADJ
futech-623	369	8	,	,	PUNCT
futech-623	369	9	digital	digital	ADJ
futech-623	369	10	literacy	literacy	NOUN
futech-623	369	11	emerged	emerge	VERB
futech-623	369	12	as	as	ADP
futech-623	369	13	a	a	DET
futech-623	369	14	critical	critical	ADJ
futech-623	369	15	boundary	boundary	ADJ
futech-623	369	16	condition	condition	NOUN
futech-623	369	17	,	,	PUNCT
futech-623	369	18	significantly	significantly	ADV
futech-623	369	19	moderating	moderate	VERB
futech-623	369	20	the	the	DET
futech-623	369	21	ai	ai	NOUN
futech-623	369	22	supportengagement	supportengagement	NOUN
futech-623	369	23	relationship	relationship	NOUN
futech-623	369	24	(	(	PUNCT
futech-623	369	25	β=0.168	β=0.168	NOUN
futech-623	369	26	,	,	PUNCT
futech-623	369	27	p=0.003	p=0.003	NOUN
futech-623	369	28	,	,	PUNCT
futech-623	369	29	δr²=0.026	δr²=0.026	PUNCT
futech-623	369	30	)	)	PUNCT
futech-623	369	31	.	.	PUNCT
futech-623	370	1	faculty	faculty	NOUN
futech-623	370	2	with	with	ADP
futech-623	370	3	higher	high	ADJ
futech-623	370	4	digital	digital	ADJ
futech-623	370	5	literacy	literacy	NOUN
futech-623	370	6	exhibited	exhibit	VERB
futech-623	370	7	2.35	2.35	NUM
futech-623	370	8	times	time	NOUN
futech-623	370	9	stronger	strong	ADJ
futech-623	370	10	associations	association	NOUN
futech-623	370	11	between	between	ADP
futech-623	370	12	ai	ai	PRON
futech-623	370	13	support	support	NOUN
futech-623	370	14	and	and	CCONJ
futech-623	370	15	engagement	engagement	NOUN
futech-623	370	16	compared	compare	VERB
futech-623	370	17	to	to	ADP
futech-623	370	18	their	their	PRON
futech-623	370	19	lower	low	ADJ
futech-623	370	20	-	-	PUNCT
futech-623	370	21	literacy	literacy	NOUN
futech-623	370	22	counterparts	counterpart	NOUN
futech-623	370	23	,	,	PUNCT
futech-623	370	24	translating	translate	VERB
futech-623	370	25	to	to	ADP
futech-623	370	26	meaningful	meaningful	ADJ
futech-623	370	27	practical	practical	ADJ
futech-623	370	28	differences	difference	NOUN
futech-623	370	29	.	.	PUNCT
futech-623	371	1	third	third	ADJ
futech-623	371	2	,	,	PUNCT
futech-623	371	3	the	the	DET
futech-623	371	4	moderation	moderation	NOUN
futech-623	371	5	effect	effect	NOUN
futech-623	371	6	was	be	AUX
futech-623	371	7	strongest	strong	ADJ
futech-623	371	8	for	for	ADP
futech-623	371	9	the	the	DET
futech-623	371	10	vigor	vigor	ADJ
futech-623	371	11	dimension	dimension	NOUN
futech-623	371	12	(	(	PUNCT
futech-623	371	13	β=0.185	β=0.185	X
futech-623	371	14	)	)	PUNCT
futech-623	371	15	,	,	PUNCT
futech-623	371	16	indicating	indicate	VERB
futech-623	371	17	that	that	SCONJ
futech-623	371	18	digital	digital	ADJ
futech-623	371	19	literacy	literacy	NOUN
futech-623	371	20	particularly	particularly	ADV
futech-623	371	21	influences	influence	VERB
futech-623	371	22	whether	whether	SCONJ
futech-623	371	23	ai	ai	VERB
futech-623	371	24	systems	system	NOUN
futech-623	371	25	are	be	AUX
futech-623	371	26	experienced	experience	VERB
futech-623	371	27	as	as	ADP
futech-623	371	28	energizing	energize	VERB
futech-623	371	29	resources	resource	NOUN
futech-623	371	30	versus	versus	ADP
futech-623	371	31	depleting	deplete	VERB
futech-623	371	32	demands	demand	NOUN
futech-623	371	33	.	.	PUNCT
futech-623	372	1	these	these	DET
futech-623	372	2	correlational	correlational	ADJ
futech-623	372	3	findings	finding	NOUN
futech-623	372	4	,	,	PUNCT
futech-623	372	5	while	while	SCONJ
futech-623	372	6	limited	limit	VERB
futech-623	372	7	by	by	ADP
futech-623	372	8	cross	cross	ADJ
futech-623	372	9	-	-	ADJ
futech-623	372	10	sectional	sectional	ADJ
futech-623	372	11	design	design	NOUN
futech-623	372	12	and	and	CCONJ
futech-623	372	13	convenience	convenience	NOUN
futech-623	372	14	sampling	sampling	NOUN
futech-623	372	15	,	,	PUNCT
futech-623	372	16	offer	offer	VERB
futech-623	372	17	important	important	ADJ
futech-623	372	18	theoretical	theoretical	ADJ
futech-623	372	19	and	and	CCONJ
futech-623	372	20	practical	practical	ADJ
futech-623	372	21	insights	insight	NOUN
futech-623	372	22	.	.	PUNCT
futech-623	373	1	theoretically	theoretically	ADV
futech-623	373	2	,	,	PUNCT
futech-623	373	3	the	the	DET
futech-623	373	4	study	study	NOUN
futech-623	373	5	extends	extend	VERB
futech-623	373	6	jd	jd	PROPN
futech-623	373	7	-	-	PUNCT
futech-623	373	8	r	r	NOUN
futech-623	373	9	theory	theory	NOUN
futech-623	373	10	to	to	ADP
futech-623	373	11	digital	digital	ADJ
futech-623	373	12	work	work	NOUN
futech-623	373	13	environments	environment	NOUN
futech-623	373	14	by	by	ADP
futech-623	373	15	conceptualizing	conceptualize	VERB
futech-623	373	16	ai	ai	NOUN
futech-623	373	17	systems	system	NOUN
futech-623	373	18	as	as	ADP
futech-623	373	19	technological	technological	ADJ
futech-623	373	20	job	job	NOUN
futech-623	373	21	resources	resource	NOUN
futech-623	373	22	whose	whose	DET
futech-623	373	23	effectiveness	effectiveness	NOUN
futech-623	373	24	depends	depend	VERB
futech-623	373	25	critically	critically	ADV
futech-623	373	26	on	on	ADP
futech-623	373	27	individual	individual	ADJ
futech-623	373	28	digital	digital	ADJ
futech-623	373	29	competencies	competency	NOUN
futech-623	373	30	.	.	PUNCT
futech-623	374	1	the	the	DET
futech-623	374	2	complementarity	complementarity	NOUN
futech-623	374	3	perspective	perspective	NOUN
futech-623	374	4	—	—	PUNCT
futech-623	374	5	wherein	wherein	SCONJ
futech-623	374	6	ai	ai	VERB
futech-623	374	7	augments	augment	VERB
futech-623	374	8	rather	rather	ADV
futech-623	374	9	than	than	ADP
futech-623	374	10	replaces	replace	VERB
futech-623	374	11	human	human	ADJ
futech-623	374	12	capabilities	capability	NOUN
futech-623	374	13	—	—	PUNCT
futech-623	374	14	is	be	AUX
futech-623	374	15	particularly	particularly	ADV
futech-623	374	16	relevant	relevant	ADJ
futech-623	374	17	for	for	ADP
futech-623	374	18	knowledge	knowledge	NOUN
futech-623	374	19	work	work	NOUN
futech-623	374	20	where	where	SCONJ
futech-623	374	21	critical	critical	ADJ
futech-623	374	22	thinking	thinking	NOUN
futech-623	374	23	and	and	CCONJ
futech-623	374	24	creativity	creativity	NOUN
futech-623	374	25	remain	remain	VERB
futech-623	374	26	uniquely	uniquely	ADV
futech-623	374	27	human	human	ADJ
futech-623	374	28	.	.	PUNCT
futech-623	375	1	practically	practically	ADV
futech-623	375	2	,	,	PUNCT
futech-623	375	3	if	if	SCONJ
futech-623	375	4	subsequent	subsequent	ADJ
futech-623	375	5	causal	causal	ADJ
futech-623	375	6	studies	study	NOUN
futech-623	375	7	confirm	confirm	VERB
futech-623	375	8	these	these	DET
futech-623	375	9	associations	association	NOUN
futech-623	375	10	,	,	PUNCT
futech-623	375	11	the	the	DET
futech-623	375	12	findings	finding	NOUN
futech-623	375	13	suggest	suggest	VERB
futech-623	375	14	universities	university	NOUN
futech-623	375	15	should	should	AUX
futech-623	375	16	invest	invest	VERB
futech-623	375	17	in	in	ADP
futech-623	375	18	comprehensive	comprehensive	ADJ
futech-623	375	19	digital	digital	ADJ
futech-623	375	20	literacy	literacy	NOUN
futech-623	375	21	training	training	NOUN
futech-623	375	22	programs	program	NOUN
futech-623	375	23	alongside	alongside	ADP
futech-623	375	24	ai	ai	VERB
futech-623	375	25	system	system	NOUN
futech-623	375	26	implementation	implementation	NOUN
futech-623	375	27	.	.	PUNCT
futech-623	376	1	the	the	DET
futech-623	376	2	threshold	threshold	NOUN
futech-623	376	3	effect	effect	NOUN
futech-623	376	4	implied	imply	VERB
futech-623	376	5	by	by	ADP
futech-623	376	6	moderation	moderation	NOUN
futech-623	376	7	patterns	pattern	NOUN
futech-623	376	8	indicates	indicate	VERB
futech-623	376	9	that	that	SCONJ
futech-623	376	10	a	a	DET
futech-623	376	11	minimum	minimum	ADJ
futech-623	376	12	digital	digital	ADJ
futech-623	376	13	competency	competency	NOUN
futech-623	376	14	is	be	AUX
futech-623	376	15	a	a	DET
futech-623	376	16	prerequisite	prerequisite	NOUN
futech-623	376	17	for	for	SCONJ
futech-623	376	18	ai	ai	PROPN
futech-623	376	19	systems	system	NOUN
futech-623	376	20	to	to	PART
futech-623	376	21	enhance	enhance	VERB
futech-623	376	22	rather	rather	ADV
futech-623	376	23	than	than	ADP
futech-623	376	24	hinder	hinder	VERB
futech-623	376	25	engagement	engagement	NOUN
futech-623	376	26	.	.	PUNCT
futech-623	377	1	however	however	ADV
futech-623	377	2	,	,	PUNCT
futech-623	377	3	important	important	ADJ
futech-623	377	4	limitations	limitation	NOUN
futech-623	377	5	constrain	constrain	VERB
futech-623	377	6	interpretations	interpretation	NOUN
futech-623	377	7	.	.	PUNCT
futech-623	378	1	the	the	DET
futech-623	378	2	cross	cross	ADJ
futech-623	378	3	-	-	ADJ
futech-623	378	4	sectional	sectional	ADJ
futech-623	378	5	design	design	NOUN
futech-623	378	6	prevents	prevent	VERB
futech-623	378	7	causal	causal	ADJ
futech-623	378	8	conclusions	conclusion	NOUN
futech-623	378	9	;	;	PUNCT
futech-623	378	10	reverse	reverse	ADJ
futech-623	378	11	causation	causation	NOUN
futech-623	378	12	or	or	CCONJ
futech-623	378	13	thirdvariable	thirdvariable	ADJ
futech-623	378	14	confounding	confounding	NOUN
futech-623	378	15	can	can	AUX
futech-623	378	16	not	not	PART
futech-623	378	17	be	be	AUX
futech-623	378	18	ruled	rule	VERB
futech-623	378	19	out	out	ADP
futech-623	378	20	.	.	PUNCT
futech-623	379	1	convenience	convenience	NOUN
futech-623	379	2	sampling	sample	VERB
futech-623	379	3	may	may	AUX
futech-623	379	4	over	over	ADV
futech-623	379	5	-	-	PUNCT
futech-623	379	6	represent	represent	VERB
futech-623	379	7	technologically	technologically	ADV
futech-623	379	8	comfortable	comfortable	ADJ
futech-623	379	9	faculty	faculty	NOUN
futech-623	379	10	,	,	PUNCT
futech-623	379	11	potentially	potentially	ADV
futech-623	379	12	inflating	inflating	ADJ
futech-623	379	13	effect	effect	NOUN
futech-623	379	14	sizes	size	NOUN
futech-623	379	15	.	.	PUNCT
futech-623	380	1	the	the	DET
futech-623	380	2	chinese	chinese	ADJ
futech-623	380	3	cultural	cultural	ADJ
futech-623	380	4	context	context	NOUN
futech-623	380	5	—	—	PUNCT
futech-623	380	6	characterized	characterize	VERB
futech-623	380	7	by	by	ADP
futech-623	380	8	collectivism	collectivism	NOUN
futech-623	380	9	and	and	CCONJ
futech-623	380	10	top	top	ADJ
futech-623	380	11	-	-	PUNCT
futech-623	380	12	down	down	ADP
futech-623	380	13	technology	technology	NOUN
futech-623	380	14	adoption	adoption	NOUN
futech-623	380	15	—	—	PUNCT
futech-623	380	16	may	may	AUX
futech-623	380	17	not	not	PART
futech-623	380	18	generalize	generalize	VERB
futech-623	380	19	to	to	ADP
futech-623	380	20	other	other	ADJ
futech-623	380	21	cultural	cultural	ADJ
futech-623	380	22	settings	setting	NOUN
futech-623	380	23	.	.	PUNCT
futech-623	381	1	self	self	NOUN
futech-623	381	2	-	-	PUNCT
futech-623	381	3	report	report	NOUN
futech-623	381	4	data	datum	NOUN
futech-623	381	5	,	,	PUNCT
futech-623	381	6	despite	despite	SCONJ
futech-623	381	7	common	common	ADJ
futech-623	381	8	method	method	NOUN
futech-623	381	9	bias	bias	NOUN
futech-623	381	10	controls	control	NOUN
futech-623	381	11	,	,	PUNCT
futech-623	381	12	can	can	AUX
futech-623	381	13	not	not	PART
futech-623	381	14	replace	replace	VERB
futech-623	381	15	objective	objective	ADJ
futech-623	381	16	behavioral	behavioral	ADJ
futech-623	381	17	measures	measure	NOUN
futech-623	381	18	.	.	PUNCT
futech-623	382	1	moreover	moreover	ADV
futech-623	382	2	,	,	PUNCT
futech-623	382	3	the	the	DET
futech-623	382	4	rapid	rapid	ADJ
futech-623	382	5	evolution	evolution	NOUN
futech-623	382	6	of	of	ADP
futech-623	382	7	ai	ai	PROPN
futech-623	382	8	technology	technology	NOUN
futech-623	382	9	means	mean	VERB
futech-623	382	10	findings	finding	NOUN
futech-623	382	11	capture	capture	VERB
futech-623	382	12	early	early	ADJ
futech-623	382	13	adoption	adoption	NOUN
futech-623	382	14	phases	phase	NOUN
futech-623	382	15	that	that	PRON
futech-623	382	16	may	may	AUX
futech-623	382	17	not	not	PART
futech-623	382	18	reflect	reflect	VERB
futech-623	382	19	long	long	ADJ
futech-623	382	20	-	-	PUNCT
futech-623	382	21	term	term	NOUN
futech-623	382	22	patterns	pattern	NOUN
futech-623	382	23	as	as	SCONJ
futech-623	382	24	both	both	PRON
futech-623	382	25	ai	ai	VERB
futech-623	382	26	capabilities	capability	NOUN
futech-623	382	27	and	and	CCONJ
futech-623	382	28	faculty	faculty	NOUN
futech-623	382	29	expertise	expertise	NOUN
futech-623	382	30	mature	mature	NOUN
futech-623	382	31	.	.	PUNCT
futech-623	383	1	future	future	ADJ
futech-623	383	2	research	research	NOUN
futech-623	383	3	priorities	priority	NOUN
futech-623	383	4	include	include	VERB
futech-623	383	5	:	:	PUNCT
futech-623	383	6	longitudinal	longitudinal	ADJ
futech-623	383	7	and	and	CCONJ
futech-623	383	8	experimental	experimental	ADJ
futech-623	383	9	designs	design	NOUN
futech-623	383	10	to	to	PART
futech-623	383	11	establish	establish	VERB
futech-623	383	12	causality	causality	NOUN
futech-623	383	13	,	,	PUNCT
futech-623	383	14	cross	cross	ADJ
futech-623	383	15	-	-	ADJ
futech-623	383	16	cultural	cultural	ADJ
futech-623	383	17	comparisons	comparison	NOUN
futech-623	383	18	to	to	PART
futech-623	383	19	identify	identify	VERB
futech-623	383	20	boundary	boundary	ADJ
futech-623	383	21	conditions	condition	NOUN
futech-623	383	22	,	,	PUNCT
futech-623	383	23	experience	experience	NOUN
futech-623	383	24	sampling	sample	VERB
futech-623	383	25	to	to	PART
futech-623	383	26	capture	capture	VERB
futech-623	383	27	momentary	momentary	ADJ
futech-623	383	28	fluctuations	fluctuation	NOUN
futech-623	383	29	in	in	ADP
futech-623	383	30	engagement	engagement	NOUN
futech-623	383	31	,	,	PUNCT
futech-623	383	32	and	and	CCONJ
futech-623	383	33	qualitative	qualitative	ADJ
futech-623	383	34	investigations	investigation	NOUN
futech-623	383	35	of	of	ADP
futech-623	383	36	specific	specific	ADJ
futech-623	383	37	ai	ai	NOUN
futech-623	383	38	interaction	interaction	NOUN
futech-623	383	39	moments	moment	NOUN
futech-623	383	40	that	that	PRON
futech-623	383	41	enhance	enhance	VERB
futech-623	383	42	or	or	CCONJ
futech-623	383	43	diminish	diminish	VERB
futech-623	383	44	engagement	engagement	NOUN
futech-623	383	45	.	.	PUNCT
futech-623	384	1	as	as	SCONJ
futech-623	384	2	ai	ai	PROPN
futech-623	384	3	systems	system	NOUN
futech-623	384	4	evolve	evolve	VERB
futech-623	384	5	from	from	ADP
futech-623	384	6	task	task	NOUN
futech-623	384	7	automation	automation	NOUN
futech-623	384	8	toward	toward	ADP
futech-623	384	9	creative	creative	ADJ
futech-623	384	10	and	and	CCONJ
futech-623	384	11	analytical	analytical	ADJ
futech-623	384	12	support	support	NOUN
futech-623	384	13	,	,	PUNCT
futech-623	384	14	research	research	NOUN
futech-623	384	15	must	must	AUX
futech-623	384	16	track	track	VERB
futech-623	384	17	how	how	SCONJ
futech-623	384	18	faculty	faculty	NOUN
futech-623	384	19	roles	role	NOUN
futech-623	384	20	transform	transform	VERB
futech-623	384	21	and	and	CCONJ
futech-623	384	22	whether	whether	SCONJ
futech-623	384	23	engagement	engagement	NOUN
futech-623	384	24	patterns	pattern	NOUN
futech-623	384	25	shift	shift	VERB
futech-623	384	26	accordingly	accordingly	ADV
futech-623	384	27	.	.	PUNCT
futech-623	385	1	ultimately	ultimately	ADV
futech-623	385	2	,	,	PUNCT
futech-623	385	3	understanding	understanding	NOUN
futech-623	385	4	and	and	CCONJ
futech-623	385	5	optimizing	optimize	VERB
futech-623	385	6	faculty	faculty	NOUN
futech-623	385	7	-	-	PUNCT
futech-623	385	8	ai	ai	NOUN
futech-623	385	9	collaboration	collaboration	NOUN
futech-623	385	10	will	will	AUX
futech-623	385	11	be	be	AUX
futech-623	385	12	essential	essential	ADJ
futech-623	385	13	for	for	ADP
futech-623	385	14	promoting	promote	VERB
futech-623	385	15	faculty	faculty	NOUN
futech-623	385	16	well	well	ADV
futech-623	385	17	-	-	PUNCT
futech-623	385	18	being	be	AUX
futech-623	385	19	and	and	CCONJ
futech-623	385	20	institutional	institutional	ADJ
futech-623	385	21	effectiveness	effectiveness	NOUN
futech-623	385	22	in	in	ADP
futech-623	385	23	an	an	DET
futech-623	385	24	increasingly	increasingly	ADV
futech-623	385	25	technology	technology	NOUN
futech-623	385	26	-	-	PUNCT
futech-623	385	27	mediated	mediate	VERB
futech-623	385	28	academic	academic	ADJ
futech-623	385	29	landscape	landscape	NOUN
futech-623	385	30	.	.	PUNCT
futech-623	386	1	ethical	ethical	ADJ
futech-623	386	2	issue	issue	NOUN
futech-623	386	3	the	the	DET
futech-623	386	4	authors	author	NOUN
futech-623	386	5	are	be	AUX
futech-623	386	6	aware	aware	ADJ
futech-623	386	7	of	of	ADP
futech-623	386	8	and	and	CCONJ
futech-623	386	9	comply	comply	ADJ
futech-623	386	10	with	with	ADP
futech-623	386	11	best	good	ADJ
futech-623	386	12	practices	practice	NOUN
futech-623	386	13	in	in	ADP
futech-623	386	14	publication	publication	NOUN
futech-623	386	15	ethics	ethic	NOUN
futech-623	386	16	,	,	PUNCT
futech-623	386	17	specifically	specifically	ADV
futech-623	386	18	regarding	regard	VERB
futech-623	386	19	authorship	authorship	NOUN
futech-623	386	20	(	(	PUNCT
futech-623	386	21	avoidance	avoidance	NOUN
futech-623	386	22	of	of	ADP
futech-623	386	23	guest	guest	NOUN
futech-623	386	24	authorship	authorship	NOUN
futech-623	386	25	)	)	PUNCT
futech-623	386	26	,	,	PUNCT
futech-623	386	27	dual	dual	ADJ
futech-623	386	28	submission	submission	NOUN
futech-623	386	29	,	,	PUNCT
futech-623	386	30	manipulation	manipulation	NOUN
futech-623	386	31	of	of	ADP
futech-623	386	32	figures	figure	NOUN
futech-623	386	33	,	,	PUNCT
futech-623	386	34	competing	compete	VERB
futech-623	386	35	interests	interest	NOUN
futech-623	386	36	,	,	PUNCT
futech-623	386	37	and	and	CCONJ
futech-623	386	38	compliance	compliance	NOUN
futech-623	386	39	with	with	ADP
futech-623	386	40	research	research	NOUN
futech-623	386	41	ethics	ethic	NOUN
futech-623	386	42	policies	policy	NOUN
futech-623	386	43	.	.	PUNCT
futech-623	387	1	the	the	DET
futech-623	387	2	authors	author	NOUN
futech-623	387	3	adhere	adhere	VERB
futech-623	387	4	to	to	ADP
futech-623	387	5	publication	publication	NOUN
futech-623	387	6	requirements	requirement	NOUN
futech-623	387	7	that	that	SCONJ
futech-623	387	8	the	the	DET
futech-623	387	9	submitted	submit	VERB
futech-623	387	10	work	work	NOUN
futech-623	387	11	is	be	AUX
futech-623	387	12	original	original	ADJ
futech-623	387	13	and	and	CCONJ
futech-623	387	14	has	have	AUX
futech-623	387	15	not	not	PART
futech-623	387	16	been	be	AUX
futech-623	387	17	published	publish	VERB
futech-623	387	18	elsewhere	elsewhere	ADV
futech-623	387	19	.	.	PUNCT
futech-623	388	1	data	datum	NOUN
futech-623	388	2	availability	availability	NOUN
futech-623	388	3	statement	statement	NOUN
futech-623	388	4	the	the	DET
futech-623	388	5	manuscript	manuscript	NOUN
futech-623	388	6	contains	contain	VERB
futech-623	388	7	all	all	DET
futech-623	388	8	the	the	DET
futech-623	388	9	data	datum	NOUN
futech-623	388	10	.	.	PUNCT
futech-623	389	1	however	however	ADV
futech-623	389	2	,	,	PUNCT
futech-623	389	3	more	more	ADJ
futech-623	389	4	data	datum	NOUN
futech-623	389	5	will	will	AUX
futech-623	389	6	be	be	AUX
futech-623	389	7	available	available	ADJ
futech-623	389	8	upon	upon	SCONJ
futech-623	389	9	request	request	NOUN
futech-623	389	10	from	from	ADP
futech-623	389	11	the	the	DET
futech-623	389	12	authors	author	NOUN
futech-623	389	13	.	.	PUNCT
futech-623	390	1	conflict	conflict	NOUN
futech-623	390	2	of	of	ADP
futech-623	390	3	interest	interest	NOUN
futech-623	390	4	the	the	DET
futech-623	390	5	authors	author	NOUN
futech-623	390	6	declare	declare	VERB
futech-623	390	7	no	no	DET
futech-623	390	8	potential	potential	ADJ
futech-623	390	9	conflict	conflict	NOUN
futech-623	390	10	of	of	ADP
futech-623	390	11	interest	interest	NOUN
futech-623	390	12	.	.	PUNCT
futech-623	391	1	references	reference	NOUN
futech-623	391	2	[	[	X
futech-623	391	3	1	1	NUM
futech-623	391	4	]	]	PUNCT
futech-623	391	5	m.	m.	NOUN
futech-623	391	6	sposato	sposato	NOUN
futech-623	391	7	,	,	PUNCT
futech-623	391	8	"	"	PUNCT
futech-623	391	9	artificial	artificial	ADJ
futech-623	391	10	intelligence	intelligence	NOUN
futech-623	391	11	in	in	ADP
futech-623	391	12	educational	educational	ADJ
futech-623	391	13	leadership	leadership	NOUN
futech-623	391	14	:	:	PUNCT
futech-623	391	15	a	a	DET
futech-623	391	16	comprehensive	comprehensive	ADJ
futech-623	391	17	taxonomy	taxonomy	NOUN
futech-623	391	18	and	and	CCONJ
futech-623	391	19	future	future	ADJ
futech-623	391	20	directions	direction	NOUN
futech-623	391	21	,	,	PUNCT
futech-623	391	22	"	"	PUNCT
futech-623	391	23	international	international	ADJ
futech-623	391	24	journal	journal	NOUN
futech-623	391	25	of	of	ADP
futech-623	391	26	educational	educational	ADJ
futech-623	391	27	technology	technology	NOUN
futech-623	391	28	in	in	ADP
futech-623	391	29	higher	high	ADJ
futech-623	391	30	education	education	NOUN
futech-623	391	31	,	,	PUNCT
futech-623	391	32	vol	vol	NOUN
futech-623	391	33	.	.	PROPN
futech-623	391	34	22	22	NUM
futech-623	391	35	,	,	PUNCT
futech-623	391	36	no	no	INTJ
futech-623	391	37	.	.	NOUN
futech-623	391	38	1	1	NUM
futech-623	391	39	,	,	PUNCT
futech-623	391	40	p.	p.	NOUN
futech-623	391	41	20	20	NUM
futech-623	391	42	,	,	PUNCT
futech-623	391	43	2025	2025	NUM
futech-623	391	44	,	,	PUNCT
futech-623	391	45	doi	doi	NOUN
futech-623	391	46	:	:	PUNCT
futech-623	391	47	https://doi.org/10.1186/s41239-02500517-1	https://doi.org/10.1186/s41239-02500517-1	NOUN
futech-623	391	48	.	.	PUNCT
futech-623	392	1	[	[	X
futech-623	392	2	2	2	NUM
futech-623	392	3	]	]	PUNCT
futech-623	392	4	c.	c.	PROPN
futech-623	392	5	k.	k.	PROPN
futech-623	392	6	y.	y.	PROPN
futech-623	392	7	chan	chan	PROPN
futech-623	392	8	and	and	CCONJ
futech-623	392	9	w.	w.	PROPN
futech-623	392	10	hu	hu	PROPN
futech-623	392	11	,	,	PUNCT
futech-623	392	12	"	"	PUNCT
futech-623	392	13	students	student	NOUN
futech-623	392	14	’	'	PUNCT
futech-623	392	15	voices	voice	NOUN
futech-623	392	16	on	on	ADP
futech-623	392	17	generative	generative	ADJ
futech-623	392	18	ai	ai	NOUN
futech-623	392	19	:	:	PUNCT
futech-623	392	20	perceptions	perception	NOUN
futech-623	392	21	,	,	PUNCT
futech-623	392	22	benefits	benefit	NOUN
futech-623	392	23	,	,	PUNCT
futech-623	392	24	and	and	CCONJ
futech-623	392	25	challenges	challenge	NOUN
futech-623	392	26	in	in	ADP
futech-623	392	27	higher	high	ADJ
futech-623	392	28	education	education	NOUN
futech-623	392	29	,	,	PUNCT
futech-623	392	30	"	"	PUNCT
futech-623	392	31	international	international	ADJ
futech-623	392	32	journal	journal	NOUN
futech-623	392	33	of	of	ADP
futech-623	392	34	educational	educational	ADJ
futech-623	392	35	technology	technology	NOUN
futech-623	392	36	in	in	ADP
futech-623	392	37	higher	high	ADJ
futech-623	392	38	education	education	NOUN
futech-623	392	39	,	,	PUNCT
futech-623	392	40	vol	vol	NOUN
futech-623	392	41	.	.	PROPN
futech-623	392	42	20	20	NUM
futech-623	392	43	,	,	PUNCT
futech-623	392	44	no	no	INTJ
futech-623	392	45	.	.	NOUN
futech-623	392	46	1	1	NUM
futech-623	392	47	,	,	PUNCT
futech-623	392	48	p.	p.	NOUN
futech-623	392	49	43	43	NUM
futech-623	392	50	,	,	PUNCT
futech-623	392	51	2023	2023	NUM
futech-623	392	52	,	,	PUNCT
futech-623	392	53	doi	doi	NOUN
futech-623	392	54	:	:	PUNCT
futech-623	392	55	10.1186	10.1186	NUM
futech-623	392	56	/	/	SYM
futech-623	392	57	s41239	s41239	PROPN
futech-623	392	58	-	-	PUNCT
futech-623	392	59	023	023	NUM
futech-623	392	60	-	-	PUNCT
futech-623	392	61	00411	00411	NUM
futech-623	392	62	-	-	SYM
futech-623	392	63	8	8	NUM
futech-623	392	64	.	.	PUNCT
futech-623	393	1	[	[	X
futech-623	393	2	3	3	X
futech-623	393	3	]	]	X
futech-623	393	4	d.	d.	PROPN
futech-623	393	5	r.	r.	PROPN
futech-623	393	6	cotton	cotton	PROPN
futech-623	393	7	,	,	PUNCT
futech-623	393	8	p.	p.	NOUN
futech-623	393	9	a.	a.	NOUN
futech-623	393	10	cotton	cotton	NOUN
futech-623	393	11	,	,	PUNCT
futech-623	393	12	and	and	CCONJ
futech-623	393	13	j.	j.	PROPN
futech-623	393	14	r.	r.	PROPN
futech-623	393	15	shipway	shipway	PROPN
futech-623	393	16	,	,	PUNCT
futech-623	393	17	"	"	PUNCT
futech-623	393	18	chatting	chat	VERB
futech-623	393	19	and	and	CCONJ
futech-623	393	20	cheating	cheat	VERB
futech-623	393	21	:	:	PUNCT
futech-623	393	22	ensuring	ensure	VERB
futech-623	393	23	academic	academic	ADJ
futech-623	393	24	integrity	integrity	NOUN
futech-623	393	25	in	in	ADP
futech-623	393	26	the	the	DET
futech-623	393	27	era	era	NOUN
futech-623	393	28	of	of	ADP
futech-623	393	29	chatgpt	chatgpt	NOUN
futech-623	393	30	,	,	PUNCT
futech-623	393	31	"	"	PUNCT
futech-623	393	32	innovations	innovation	NOUN
futech-623	393	33	in	in	ADP
futech-623	393	34	education	education	NOUN
futech-623	393	35	and	and	CCONJ
futech-623	393	36	teaching	teaching	NOUN
futech-623	393	37	international	international	ADJ
futech-623	393	38	,	,	PUNCT
futech-623	393	39	vol	vol	NOUN
futech-623	393	40	.	.	PROPN
futech-623	393	41	61	61	NUM
futech-623	393	42	,	,	PUNCT
futech-623	393	43	no	no	INTJ
futech-623	393	44	.	.	NOUN
futech-623	393	45	2	2	NUM
futech-623	393	46	,	,	PUNCT
futech-623	393	47	pp	pp	ADJ
futech-623	393	48	.	.	PUNCT
futech-623	394	1	228	228	NUM
futech-623	394	2	-	-	SYM
futech-623	394	3	239	239	NUM
futech-623	394	4	,	,	PUNCT
futech-623	394	5	2024	2024	NUM
futech-623	394	6	,	,	PUNCT
futech-623	394	7	doi	doi	NOUN
futech-623	394	8	:	:	PUNCT
futech-623	394	9	10.1080/14703297.2023.2190148	10.1080/14703297.2023.2190148	NUM
futech-623	394	10	.	.	PUNCT
futech-623	395	1	[	[	X
futech-623	395	2	4	4	NUM
futech-623	395	3	]	]	PUNCT
futech-623	395	4	a.	a.	NOUN
futech-623	395	5	tlili	tlili	NOUN
futech-623	395	6	et	et	PROPN
futech-623	395	7	al	al	PROPN
futech-623	395	8	.	.	PROPN
futech-623	395	9	,	,	PUNCT
futech-623	395	10	"	"	PUNCT
futech-623	395	11	what	what	PRON
futech-623	395	12	if	if	SCONJ
futech-623	395	13	the	the	DET
futech-623	395	14	devil	devil	NOUN
futech-623	395	15	is	be	AUX
futech-623	395	16	my	my	PRON
futech-623	395	17	guardian	guardian	ADJ
futech-623	395	18	angel	angel	NOUN
futech-623	395	19	:	:	PUNCT
futech-623	395	20	chatgpt	chatgpt	NOUN
futech-623	395	21	as	as	ADP
futech-623	395	22	a	a	DET
futech-623	395	23	case	case	NOUN
futech-623	395	24	study	study	NOUN
futech-623	395	25	of	of	ADP
futech-623	395	26	using	use	VERB
futech-623	395	27	chatbots	chatbot	NOUN
futech-623	395	28	in	in	ADP
futech-623	395	29	education	education	NOUN
futech-623	395	30	,	,	PUNCT
futech-623	395	31	"	"	PUNCT
futech-623	395	32	smart	smart	ADJ
futech-623	395	33	learning	learning	NOUN
futech-623	395	34	environments	environment	NOUN
futech-623	395	35	,	,	PUNCT
futech-623	395	36	vol	vol	NOUN
futech-623	395	37	.	.	PROPN
futech-623	396	1	10	10	NUM
futech-623	396	2	,	,	PUNCT
futech-623	396	3	no	no	INTJ
futech-623	396	4	.	.	NOUN
futech-623	396	5	1	1	NUM
futech-623	396	6	,	,	PUNCT
futech-623	396	7	p.	p.	NOUN
futech-623	396	8	15	15	NUM
futech-623	396	9	,	,	PUNCT
futech-623	396	10	2023	2023	NUM
futech-623	396	11	,	,	PUNCT
futech-623	396	12	doi	doi	NOUN
futech-623	396	13	:	:	PUNCT
futech-623	396	14	10.1186	10.1186	NUM
futech-623	396	15	/	/	SYM
futech-623	396	16	s40561	s40561	PROPN
futech-623	396	17	-	-	PUNCT
futech-623	396	18	023	023	NUM
futech-623	396	19	-	-	PUNCT
futech-623	396	20	00237	00237	NUM
futech-623	396	21	-	-	PUNCT
futech-623	396	22	x.	x.	NOUN
futech-623	397	1	[	[	X
futech-623	397	2	5	5	X
futech-623	397	3	]	]	PUNCT
futech-623	397	4	s.	s.	PROPN
futech-623	397	5	karkoulian	karkoulian	PROPN
futech-623	397	6	,	,	PUNCT
futech-623	397	7	n.	n.	PROPN
futech-623	397	8	sayegh	sayegh	PROPN
futech-623	397	9	,	,	PUNCT
futech-623	397	10	and	and	CCONJ
futech-623	397	11	n.	n.	PROPN
futech-623	397	12	sayegh	sayegh	PROPN
futech-623	397	13	,	,	PUNCT
futech-623	397	14	"	"	PUNCT
futech-623	397	15	chatgpt	chatgpt	NOUN
futech-623	397	16	unveiled	unveil	VERB
futech-623	397	17	:	:	PUNCT
futech-623	397	18	understanding	understand	VERB
futech-623	397	19	perceptions	perception	NOUN
futech-623	397	20	of	of	ADP
futech-623	397	21	academic	academic	ADJ
futech-623	397	22	integrity	integrity	NOUN
futech-623	397	23	in	in	ADP
futech-623	397	24	higher	high	ADJ
futech-623	397	25	education	education	NOUN
futech-623	397	26	-	-	PUNCT
futech-623	397	27	a	a	DET
futech-623	397	28	qualitative	qualitative	ADJ
futech-623	397	29	approach	approach	NOUN
futech-623	397	30	,	,	PUNCT
futech-623	397	31	"	"	PUNCT
futech-623	397	32	journal	journal	NOUN
futech-623	397	33	of	of	ADP
futech-623	397	34	academic	academic	ADJ
futech-623	397	35	ethics	ethic	NOUN
futech-623	397	36	,	,	PUNCT
futech-623	397	37	pp	pp	ADJ
futech-623	397	38	.	.	PUNCT
futech-623	398	1	1	1	NUM
futech-623	398	2	-	-	SYM
futech-623	398	3	18	18	NUM
futech-623	398	4	,	,	PUNCT
futech-623	398	5	2024	2024	NUM
futech-623	398	6	,	,	PUNCT
futech-623	398	7	doi	doi	NOUN
futech-623	398	8	:	:	PUNCT
futech-623	398	9	10.1007	10.1007	NUM
futech-623	398	10	/	/	SYM
futech-623	398	11	s10805	s10805	NUM
futech-623	398	12	-	-	PUNCT
futech-623	398	13	024	024	NUM
futech-623	398	14	-	-	PUNCT
futech-623	398	15	09543	09543	NUM
futech-623	398	16	-	-	SYM
futech-623	398	17	6	6	NUM
futech-623	398	18	.	.	PUNCT
futech-623	399	1	[	[	X
futech-623	399	2	6	6	NUM
futech-623	399	3	]	]	PUNCT
futech-623	399	4	e.	e.	PROPN
futech-623	399	5	d.	d.	PROPN
futech-623	399	6	l.	l.	PROPN
futech-623	399	7	evangelista	evangelista	PROPN
futech-623	399	8	,	,	PUNCT
futech-623	399	9	"	"	PUNCT
futech-623	399	10	ensuring	ensure	VERB
futech-623	399	11	academic	academic	ADJ
futech-623	399	12	integrity	integrity	NOUN
futech-623	399	13	in	in	ADP
futech-623	399	14	the	the	DET
futech-623	399	15	age	age	NOUN
futech-623	399	16	of	of	ADP
futech-623	399	17	chatgpt	chatgpt	NOUN
futech-623	399	18	:	:	PUNCT
futech-623	399	19	rethinking	rethink	VERB
futech-623	399	20	exam	exam	NOUN
futech-623	399	21	design	design	NOUN
futech-623	399	22	,	,	PUNCT
futech-623	399	23	assessment	assessment	NOUN
futech-623	399	24	strategies	strategy	NOUN
futech-623	399	25	,	,	PUNCT
futech-623	399	26	and	and	CCONJ
futech-623	399	27	ethical	ethical	ADJ
futech-623	399	28	ai	ai	ADJ
futech-623	399	29	policies	policy	NOUN
futech-623	399	30	in	in	ADP
futech-623	399	31	higher	high	ADJ
futech-623	399	32	education	education	NOUN
futech-623	399	33	,	,	PUNCT
futech-623	399	34	"	"	PUNCT
futech-623	399	35	contemporary	contemporary	ADJ
futech-623	399	36	educational	educational	ADJ
futech-623	399	37	technology	technology	NOUN
futech-623	399	38	,	,	PUNCT
futech-623	399	39	vol	vol	NOUN
futech-623	399	40	.	.	PROPN
futech-623	399	41	17	17	NUM
futech-623	399	42	,	,	PUNCT
futech-623	399	43	no	no	INTJ
futech-623	399	44	.	.	NOUN
futech-623	399	45	1	1	NUM
futech-623	399	46	,	,	PUNCT
futech-623	399	47	p.	p.	NOUN
futech-623	399	48	ep559	ep559	PROPN
futech-623	399	49	,	,	PUNCT
futech-623	399	50	2025	2025	NUM
futech-623	399	51	,	,	PUNCT
futech-623	399	52	doi	doi	NOUN
futech-623	399	53	:	:	PUNCT
futech-623	399	54	10.30935	10.30935	NUM
futech-623	399	55	/	/	SYM
futech-623	399	56	cedtech/15775	cedtech/15775	NOUN
futech-623	399	57	.	.	PUNCT
futech-623	400	1	[	[	X
futech-623	400	2	7	7	X
futech-623	400	3	]	]	X
futech-623	400	4	w.	w.	PROPN
futech-623	400	5	b.	b.	PROPN
futech-623	400	6	schaufeli	schaufeli	PROPN
futech-623	400	7	,	,	PUNCT
futech-623	400	8	m.	m.	PROPN
futech-623	400	9	salanova	salanova	PROPN
futech-623	400	10	,	,	PUNCT
futech-623	400	11	v.	v.	PROPN
futech-623	400	12	gonzález	gonzález	PROPN
futech-623	400	13	-	-	PUNCT
futech-623	400	14	romá	romá	NOUN
futech-623	400	15	,	,	PUNCT
futech-623	400	16	and	and	CCONJ
futech-623	400	17	a.	a.	PROPN
futech-623	400	18	b.	b.	PROPN
futech-623	400	19	bakker	bakker	PROPN
futech-623	400	20	,	,	PUNCT
futech-623	400	21	"	"	PUNCT
futech-623	400	22	the	the	DET
futech-623	400	23	measurement	measurement	NOUN
futech-623	400	24	of	of	ADP
futech-623	400	25	engagement	engagement	NOUN
futech-623	400	26	and	and	CCONJ
futech-623	400	27	burnout	burnout	NOUN
futech-623	400	28	:	:	PUNCT
futech-623	400	29	a	a	DET
futech-623	400	30	two	two	NUM
futech-623	400	31	sample	sample	NOUN
futech-623	400	32	confirmatory	confirmatory	NOUN
futech-623	400	33	factor	factor	NOUN
futech-623	400	34	analytic	analytic	ADJ
futech-623	400	35	approach	approach	NOUN
futech-623	400	36	,	,	PUNCT
futech-623	400	37	"	"	PUNCT
futech-623	400	38	journal	journal	NOUN
futech-623	400	39	of	of	ADP
futech-623	400	40	happiness	happiness	NOUN
futech-623	400	41	studies	study	NOUN
futech-623	400	42	,	,	PUNCT
futech-623	400	43	vol	vol	NOUN
futech-623	400	44	.	.	PROPN
futech-623	401	1	3	3	NUM
futech-623	401	2	,	,	PUNCT
futech-623	401	3	no	no	INTJ
futech-623	401	4	.	.	NOUN
futech-623	401	5	1	1	NUM
futech-623	401	6	,	,	PUNCT
futech-623	401	7	pp	pp	ADJ
futech-623	401	8	.	.	PUNCT
futech-623	402	1	71	71	NUM
futech-623	402	2	-	-	SYM
futech-623	402	3	92	92	NUM
futech-623	402	4	,	,	PUNCT
futech-623	402	5	2002	2002	NUM
futech-623	402	6	,	,	PUNCT
futech-623	402	7	doi	doi	NOUN
futech-623	402	8	:	:	PUNCT
futech-623	402	9	10.1023	10.1023	NUM
futech-623	402	10	/	/	SYM
futech-623	402	11	a:1015630930326	a:1015630930326	NOUN
futech-623	402	12	.	.	PUNCT
futech-623	403	1	[	[	X
futech-623	403	2	8	8	NUM
futech-623	403	3	]	]	PUNCT
futech-623	403	4	a.	a.	NOUN
futech-623	403	5	ueno	ueno	PROPN
futech-623	403	6	,	,	PUNCT
futech-623	403	7	c.	c.	PROPN
futech-623	403	8	yu	yu	PROPN
futech-623	403	9	,	,	PUNCT
futech-623	403	10	l.	l.	PROPN
futech-623	403	11	curtis	curtis	PROPN
futech-623	403	12	,	,	PUNCT
futech-623	403	13	and	and	CCONJ
futech-623	403	14	c.	c.	PROPN
futech-623	403	15	dennis	dennis	PROPN
futech-623	403	16	,	,	PUNCT
futech-623	403	17	"	"	PUNCT
futech-623	403	18	job	job	NOUN
futech-623	403	19	demandsresources	demandsresource	NOUN
futech-623	403	20	theory	theory	NOUN
futech-623	403	21	extended	extend	VERB
futech-623	403	22	:	:	PUNCT
futech-623	403	23	stress	stress	NOUN
futech-623	403	24	,	,	PUNCT
futech-623	403	25	loneliness	loneliness	NOUN
futech-623	403	26	,	,	PUNCT
futech-623	403	27	and	and	CCONJ
futech-623	403	28	care	care	NOUN
futech-623	403	29	responsibilities	responsibility	NOUN
futech-623	403	30	impacting	impact	VERB
futech-623	403	31	uk	uk	PROPN
futech-623	403	32	doctoral	doctoral	ADJ
futech-623	403	33	students	student	NOUN
futech-623	403	34	’	'	PUNCT
futech-623	403	35	and	and	CCONJ
futech-623	403	36	academics	academic	NOUN
futech-623	403	37	’	'	PUNCT
futech-623	403	38	mental	mental	ADJ
futech-623	403	39	health	health	NOUN
futech-623	403	40	,	,	PUNCT
futech-623	403	41	"	"	PUNCT
futech-623	403	42	studies	study	NOUN
futech-623	403	43	in	in	ADP
futech-623	403	44	higher	high	ADJ
futech-623	403	45	education	education	NOUN
futech-623	403	46	,	,	PUNCT
futech-623	403	47	vol	vol	NOUN
futech-623	403	48	.	.	PROPN
futech-623	404	1	50	50	NUM
futech-623	404	2	,	,	PUNCT
futech-623	404	3	no	no	INTJ
futech-623	404	4	.	.	NOUN
futech-623	404	5	4	4	NUM
futech-623	404	6	,	,	PUNCT
futech-623	404	7	pp	pp	ADJ
futech-623	404	8	.	.	PUNCT
futech-623	405	1	808	808	NUM
futech-623	405	2	-	-	SYM
futech-623	405	3	823	823	NUM
futech-623	405	4	,	,	PUNCT
futech-623	405	5	2025	2025	NUM
futech-623	405	6	,	,	PUNCT
futech-623	405	7	doi	doi	NOUN
futech-623	405	8	:	:	PUNCT
futech-623	405	9	10.1080/03075079.2024.2357148	10.1080/03075079.2024.2357148	NUM
futech-623	405	10	.	.	PUNCT
futech-623	406	1	[	[	X
futech-623	406	2	9	9	NUM
futech-623	406	3	]	]	PUNCT
futech-623	406	4	a.	a.	PROPN
futech-623	406	5	b.	b.	PROPN
futech-623	406	6	bakker	bakker	PROPN
futech-623	406	7	and	and	CCONJ
futech-623	406	8	e.	e.	PROPN
futech-623	406	9	demerouti	demerouti	PROPN
futech-623	406	10	,	,	PUNCT
futech-623	406	11	"	"	PUNCT
futech-623	406	12	job	job	NOUN
futech-623	406	13	demands	demand	NOUN
futech-623	406	14	–	–	PUNCT
futech-623	406	15	resources	resource	NOUN
futech-623	406	16	theory	theory	NOUN
futech-623	406	17	:	:	PUNCT
futech-623	406	18	taking	take	VERB
futech-623	406	19	stock	stock	NOUN
futech-623	406	20	and	and	CCONJ
futech-623	406	21	looking	look	VERB
futech-623	406	22	forward	forward	ADV
futech-623	406	23	,	,	PUNCT
futech-623	406	24	"	"	PUNCT
futech-623	406	25	journal	journal	NOUN
futech-623	406	26	of	of	ADP
futech-623	406	27	occupational	occupational	ADJ
futech-623	406	28	health	health	NOUN
futech-623	406	29	psychology	psychology	NOUN
futech-623	406	30	,	,	PUNCT
futech-623	406	31	vol	vol	NOUN
futech-623	406	32	.	.	PROPN
futech-623	406	33	22	22	NUM
futech-623	406	34	,	,	PUNCT
futech-623	406	35	no	no	INTJ
futech-623	406	36	.	.	NOUN
futech-623	406	37	3	3	NUM
futech-623	406	38	,	,	PUNCT
futech-623	406	39	p.	p.	NOUN
futech-623	406	40	273	273	NUM
futech-623	406	41	,	,	PUNCT
futech-623	406	42	2017	2017	NUM
futech-623	406	43	,	,	PUNCT
futech-623	406	44	doi	doi	NOUN
futech-623	406	45	:	:	PUNCT
futech-623	406	46	10.1037	10.1037	NUM
futech-623	406	47	/	/	SYM
futech-623	406	48	ocp0000056	ocp0000056	NOUN
futech-623	406	49	.	.	PUNCT
futech-623	407	1	[	[	X
futech-623	407	2	10	10	NUM
futech-623	407	3	]	]	PUNCT
futech-623	407	4	x.	x.	NOUN
futech-623	407	5	liu	liu	PROPN
futech-623	407	6	and	and	CCONJ
futech-623	407	7	y.	y.	PROPN
futech-623	407	8	li	li	PROPN
futech-623	407	9	,	,	PUNCT
futech-623	407	10	"	"	PUNCT
futech-623	407	11	examining	examine	VERB
futech-623	407	12	the	the	DET
futech-623	407	13	double	double	ADJ
futech-623	407	14	-	-	PUNCT
futech-623	407	15	edged	edge	VERB
futech-623	407	16	sword	sword	NOUN
futech-623	407	17	effect	effect	NOUN
futech-623	407	18	of	of	ADP
futech-623	407	19	ai	ai	VERB
futech-623	407	20	usage	usage	NOUN
futech-623	407	21	on	on	ADP
futech-623	407	22	work	work	NOUN
futech-623	407	23	engagement	engagement	NOUN
futech-623	407	24	:	:	PUNCT
futech-623	407	25	the	the	DET
futech-623	407	26	moderating	moderate	VERB
futech-623	407	27	role	role	NOUN
futech-623	407	28	of	of	ADP
futech-623	407	29	core	core	NOUN
futech-623	407	30	task	task	PROPN
futech-623	407	31	characteristics	characteristic	NOUN
futech-623	407	32	substitution	substitution	NOUN
futech-623	407	33	,	,	PUNCT
futech-623	407	34	"	"	PUNCT
futech-623	407	35	behavioral	behavioral	ADJ
futech-623	407	36	sciences	science	NOUN
futech-623	407	37	,	,	PUNCT
futech-623	407	38	vol	vol	NOUN
futech-623	407	39	.	.	PROPN
futech-623	407	40	15	15	NUM
futech-623	407	41	,	,	PUNCT
futech-623	407	42	no	no	INTJ
futech-623	407	43	.	.	NOUN
futech-623	407	44	2	2	NUM
futech-623	407	45	,	,	PUNCT
futech-623	407	46	p.	p.	NOUN
futech-623	407	47	206	206	NUM
futech-623	407	48	,	,	PUNCT
futech-623	407	49	2025	2025	NUM
futech-623	407	50	,	,	PUNCT
futech-623	407	51	doi	doi	NOUN
futech-623	407	52	:	:	PUNCT
futech-623	407	53	10.3390	10.3390	NUM
futech-623	407	54	/	/	SYM
futech-623	407	55	bs15020206	bs15020206	PROPN
futech-623	407	56	.	.	PUNCT
futech-623	408	1	[	[	X
futech-623	408	2	11	11	NUM
futech-623	408	3	]	]	PUNCT
futech-623	408	4	q.	q.	PROPN
futech-623	408	5	meng	meng	PROPN
futech-623	408	6	,	,	PUNCT
futech-623	408	7	t.-j	t.-j	PROPN
futech-623	408	8	.	.	PUNCT
futech-623	409	1	wu	wu	PROPN
futech-623	409	2	,	,	PUNCT
futech-623	409	3	w.	w.	PROPN
futech-623	409	4	duan	duan	PROPN
futech-623	409	5	,	,	PUNCT
futech-623	409	6	and	and	CCONJ
futech-623	409	7	s.	s.	PROPN
futech-623	409	8	li	li	PROPN
futech-623	409	9	,	,	PUNCT
futech-623	409	10	"	"	PUNCT
futech-623	409	11	effects	effect	NOUN
futech-623	409	12	of	of	ADP
futech-623	409	13	employee	employee	NOUN
futech-623	409	14	–	–	PUNCT
futech-623	409	15	artificial	artificial	ADJ
futech-623	409	16	intelligence	intelligence	NOUN
futech-623	409	17	(	(	PUNCT
futech-623	409	18	ai	ai	NOUN
futech-623	409	19	)	)	PUNCT
futech-623	409	20	collaboration	collaboration	NOUN
futech-623	409	21	on	on	ADP
futech-623	409	22	counterproductive	counterproductive	ADJ
futech-623	409	23	work	work	NOUN
futech-623	409	24	behaviors	behavior	NOUN
futech-623	409	25	(	(	PUNCT
futech-623	409	26	cwbs	cwbs	PROPN
futech-623	409	27	):	):	PUNCT
futech-623	409	28	leader	leader	NOUN
futech-623	409	29	emotional	emotional	ADJ
futech-623	409	30	support	support	NOUN
futech-623	409	31	as	as	ADP
futech-623	409	32	a	a	DET
futech-623	409	33	moderator	moderator	NOUN
futech-623	409	34	,	,	PUNCT
futech-623	409	35	"	"	PUNCT
futech-623	409	36	behavioral	behavioral	ADJ
futech-623	409	37	sciences	science	NOUN
futech-623	409	38	,	,	PUNCT
futech-623	409	39	vol	vol	NOUN
futech-623	409	40	.	.	PROPN
futech-623	409	41	15	15	NUM
futech-623	409	42	,	,	PUNCT
futech-623	409	43	no	no	INTJ
futech-623	409	44	.	.	NOUN
futech-623	409	45	5	5	NUM
futech-623	409	46	,	,	PUNCT
futech-623	409	47	p.	p.	NOUN
futech-623	409	48	696	696	NUM
futech-623	409	49	,	,	PUNCT
futech-623	409	50	2025	2025	NUM
futech-623	409	51	,	,	PUNCT
futech-623	409	52	doi	doi	NOUN
futech-623	409	53	:	:	PUNCT
futech-623	409	54	10.3390	10.3390	NUM
futech-623	409	55	/	/	SYM
futech-623	409	56	bs15050696	bs15050696	NOUN
futech-623	409	57	.	.	PUNCT
futech-623	410	1	[	[	X
futech-623	410	2	12	12	NUM
futech-623	410	3	]	]	X
futech-623	410	4	w.	w.	PROPN
futech-623	410	5	ng	ng	PROPN
futech-623	410	6	,	,	PUNCT
futech-623	410	7	"	"	PUNCT
futech-623	410	8	can	can	AUX
futech-623	410	9	we	we	PRON
futech-623	410	10	teach	teach	VERB
futech-623	410	11	digital	digital	ADJ
futech-623	410	12	natives	native	NOUN
futech-623	410	13	digital	digital	ADJ
futech-623	410	14	literacy	literacy	NOUN
futech-623	410	15	?	?	PUNCT
futech-623	410	16	,	,	PUNCT
futech-623	410	17	"	"	PUNCT
futech-623	410	18	computers	computer	NOUN
futech-623	410	19	&	&	CCONJ
futech-623	410	20	education	education	NOUN
futech-623	410	21	,	,	PUNCT
futech-623	410	22	vol	vol	NOUN
futech-623	410	23	.	.	PROPN
futech-623	410	24	59	59	NUM
futech-623	410	25	,	,	PUNCT
futech-623	410	26	no	no	INTJ
futech-623	410	27	.	.	NOUN
futech-623	410	28	3	3	NUM
futech-623	410	29	,	,	PUNCT
futech-623	410	30	pp	pp	ADJ
futech-623	410	31	.	.	PUNCT
futech-623	411	1	1065	1065	NUM
futech-623	411	2	-	-	SYM
futech-623	411	3	1078	1078	NUM
futech-623	411	4	,	,	PUNCT
futech-623	411	5	2012	2012	NUM
futech-623	411	6	,	,	PUNCT
futech-623	411	7	doi	doi	NOUN
futech-623	411	8	:	:	PUNCT
futech-623	411	9	10.1016	10.1016	NUM
futech-623	411	10	/	/	SYM
futech-623	411	11	j.compedu.2012.04.016	j.compedu.2012.04.016	PROPN
futech-623	411	12	.	.	PUNCT
futech-623	412	1	[	[	X
futech-623	412	2	13	13	NUM
futech-623	412	3	]	]	X
futech-623	412	4	y.	y.	PROPN
futech-623	412	5	zhao	zhao	PROPN
futech-623	412	6	,	,	PUNCT
futech-623	412	7	a.	a.	NOUN
futech-623	412	8	m.	m.	PROPN
futech-623	412	9	p.	p.	PROPN
futech-623	412	10	llorente	llorente	PROPN
futech-623	412	11	,	,	PUNCT
futech-623	412	12	and	and	CCONJ
futech-623	412	13	m.	m.	PROPN
futech-623	412	14	c.	c.	PROPN
futech-623	412	15	s.	s.	PROPN
futech-623	412	16	gómez	gómez	PROPN
futech-623	412	17	,	,	PUNCT
futech-623	412	18	"	"	PUNCT
futech-623	412	19	digital	digital	ADJ
futech-623	412	20	competence	competence	NOUN
futech-623	412	21	in	in	ADP
futech-623	412	22	higher	high	ADJ
futech-623	412	23	education	education	NOUN
futech-623	412	24	research	research	NOUN
futech-623	412	25	:	:	PUNCT
futech-623	412	26	a	a	DET
futech-623	412	27	z.	z.	PROPN
futech-623	412	28	qian	qian	PROPN
futech-623	412	29	et	et	PROPN
futech-623	412	30	al	al	PROPN
futech-623	412	31	.	.	PROPN
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futech-623	412	33	technology	technology	PROPN
futech-623	412	34	february	february	PROPN
futech-623	412	35	2026|	2026|	NUM
futech-623	412	36	volume	volume	NOUN
futech-623	412	37	05	05	NUM
futech-623	413	1	|	|	ADV
futech-623	413	2	issue	issue	NOUN
futech-623	413	3	01	01	NUM
futech-623	414	1	|	|	ADV
futech-623	414	2	pages	page	VERB
futech-623	414	3	222	222	NUM
futech-623	414	4	-	-	SYM
futech-623	414	5	233	233	NUM
futech-623	414	6	233	233	NUM
futech-623	414	7	systematic	systematic	ADJ
futech-623	414	8	literature	literature	NOUN
futech-623	414	9	review	review	NOUN
futech-623	414	10	,	,	PUNCT
futech-623	414	11	"	"	PUNCT
futech-623	414	12	computers	computer	NOUN
futech-623	414	13	&	&	CCONJ
futech-623	414	14	education	education	NOUN
futech-623	414	15	,	,	PUNCT
futech-623	414	16	vol	vol	NOUN
futech-623	414	17	.	.	PROPN
futech-623	414	18	168	168	NUM
futech-623	414	19	,	,	PUNCT
futech-623	414	20	p.	p.	NOUN
futech-623	414	21	104212	104212	NUM
futech-623	414	22	,	,	PUNCT
futech-623	414	23	2021	2021	NUM
futech-623	414	24	.	.	PUNCT
futech-623	415	1	[	[	X
futech-623	415	2	14	14	NUM
futech-623	415	3	]	]	X
futech-623	415	4	f.	f.	PROPN
futech-623	415	5	d.	d.	PROPN
futech-623	415	6	davis	davis	PROPN
futech-623	415	7	,	,	PUNCT
futech-623	415	8	"	"	PUNCT
futech-623	415	9	perceived	perceive	VERB
futech-623	415	10	usefulness	usefulness	NOUN
futech-623	415	11	,	,	PUNCT
futech-623	415	12	perceived	perceive	VERB
futech-623	415	13	ease	ease	NOUN
futech-623	415	14	of	of	ADP
futech-623	415	15	use	use	NOUN
futech-623	415	16	,	,	PUNCT
futech-623	415	17	and	and	CCONJ
futech-623	415	18	user	user	NOUN
futech-623	415	19	acceptance	acceptance	NOUN
futech-623	415	20	of	of	ADP
futech-623	415	21	information	information	NOUN
futech-623	415	22	technology	technology	NOUN
futech-623	415	23	,	,	PUNCT
futech-623	415	24	"	"	PUNCT
futech-623	415	25	mis	mis	PROPN
futech-623	415	26	quarterly	quarterly	PROPN
futech-623	415	27	,	,	PUNCT
futech-623	415	28	pp	pp	PROPN
futech-623	415	29	.	.	PUNCT
futech-623	416	1	319	319	NUM
futech-623	416	2	-	-	SYM
futech-623	416	3	340	340	NUM
futech-623	416	4	,	,	PUNCT
futech-623	416	5	1989	1989	NUM
futech-623	416	6	,	,	PUNCT
futech-623	416	7	doi	doi	NOUN
futech-623	416	8	:	:	PUNCT
futech-623	416	9	10.2307/249008	10.2307/249008	NUM
futech-623	416	10	.	.	PUNCT
futech-623	417	1	[	[	X
futech-623	417	2	15	15	NUM
futech-623	417	3	]	]	X
futech-623	417	4	a.	a.	NOUN
futech-623	417	5	bandura	bandura	NOUN
futech-623	417	6	,	,	PUNCT
futech-623	417	7	self	self	NOUN
futech-623	417	8	-	-	PUNCT
futech-623	417	9	efficacy	efficacy	NOUN
futech-623	417	10	:	:	PUNCT
futech-623	417	11	the	the	DET
futech-623	417	12	exercise	exercise	NOUN
futech-623	417	13	of	of	ADP
futech-623	417	14	control	control	NOUN
futech-623	417	15	.	.	PUNCT
futech-623	418	1	freeman	freeman	PROPN
futech-623	418	2	,	,	PUNCT
futech-623	418	3	1997	1997	NUM
futech-623	418	4	.	.	PUNCT
futech-623	419	1	publisher	publisher	NOUN
futech-623	419	2	:	:	PUNCT
futech-623	419	3	worth	worth	ADJ
futech-623	419	4	publishers	publisher	NOUN
futech-623	419	5	isbn:9780716728504	isbn:9780716728504	NOUN
futech-623	419	6	,	,	PUNCT
futech-623	419	7	0716728508	0716728508	NUM
futech-623	420	1	[	[	X
futech-623	420	2	16	16	NUM
futech-623	420	3	]	]	X
futech-623	420	4	y.	y.	PROPN
futech-623	420	5	jin	jin	PROPN
futech-623	420	6	,	,	PUNCT
futech-623	420	7	l.	l.	PROPN
futech-623	420	8	yan	yan	PROPN
futech-623	420	9	,	,	PUNCT
futech-623	420	10	v.	v.	PROPN
futech-623	420	11	echeverria	echeverria	PROPN
futech-623	420	12	,	,	PUNCT
futech-623	420	13	d.	d.	PROPN
futech-623	420	14	gašević	gašević	PROPN
futech-623	420	15	,	,	PUNCT
futech-623	420	16	and	and	CCONJ
futech-623	420	17	r.	r.	PROPN
futech-623	420	18	martinez	martinez	PROPN
futech-623	420	19	-	-	PUNCT
futech-623	420	20	maldonado	maldonado	PROPN
futech-623	420	21	,	,	PUNCT
futech-623	420	22	"	"	PUNCT
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futech-623	420	24	ai	ai	VERB
futech-623	420	25	in	in	ADP
futech-623	420	26	higher	high	ADJ
futech-623	420	27	education	education	NOUN
futech-623	420	28	:	:	PUNCT
futech-623	420	29	a	a	DET
futech-623	420	30	global	global	ADJ
futech-623	420	31	perspective	perspective	NOUN
futech-623	420	32	of	of	ADP
futech-623	420	33	institutional	institutional	ADJ
futech-623	420	34	adoption	adoption	NOUN
futech-623	420	35	policies	policy	NOUN
futech-623	420	36	and	and	CCONJ
futech-623	420	37	guidelines	guideline	NOUN
futech-623	420	38	,	,	PUNCT
futech-623	420	39	"	"	PUNCT
futech-623	420	40	computers	computer	NOUN
futech-623	420	41	and	and	CCONJ
futech-623	420	42	education	education	NOUN
futech-623	420	43	:	:	PUNCT
futech-623	420	44	artificial	artificial	ADJ
futech-623	420	45	intelligence	intelligence	NOUN
futech-623	420	46	,	,	PUNCT
futech-623	420	47	vol	vol	NOUN
futech-623	420	48	.	.	PROPN
futech-623	420	49	8	8	NUM
futech-623	420	50	,	,	PUNCT
futech-623	420	51	p.	p.	NOUN
futech-623	420	52	100348	100348	NUM
futech-623	420	53	,	,	PUNCT
futech-623	420	54	2025	2025	NUM
futech-623	420	55	,	,	PUNCT
futech-623	420	56	doi	doi	NOUN
futech-623	420	57	:	:	PUNCT
futech-623	420	58	10.1016	10.1016	NUM
futech-623	420	59	/	/	SYM
futech-623	420	60	j.caeai.2024.100348	j.caeai.2024.100348	PROPN
futech-623	420	61	.	.	PUNCT
futech-623	421	1	[	[	X
futech-623	421	2	17	17	NUM
futech-623	421	3	]	]	PUNCT
futech-623	421	4	j.	j.	PROPN
futech-623	421	5	nevárez	nevárez	PROPN
futech-623	421	6	montes	montes	PROPN
futech-623	421	7	and	and	CCONJ
futech-623	421	8	j.	j.	PROPN
futech-623	421	9	elizondo	elizondo	PROPN
futech-623	421	10	-	-	PUNCT
futech-623	421	11	garcia	garcia	PROPN
futech-623	421	12	,	,	PUNCT
futech-623	421	13	"	"	PUNCT
futech-623	421	14	faculty	faculty	NOUN
futech-623	421	15	acceptance	acceptance	NOUN
futech-623	421	16	and	and	CCONJ
futech-623	421	17	use	use	NOUN
futech-623	421	18	of	of	ADP
futech-623	421	19	generative	generative	ADJ
futech-623	421	20	artificial	artificial	ADJ
futech-623	421	21	intelligence	intelligence	NOUN
futech-623	421	22	in	in	ADP
futech-623	421	23	their	their	PRON
futech-623	421	24	practice	practice	NOUN
futech-623	421	25	,	,	PUNCT
futech-623	421	26	"	"	PUNCT
futech-623	421	27	in	in	ADP
futech-623	421	28	frontiers	frontier	NOUN
futech-623	421	29	in	in	ADP
futech-623	421	30	education	education	NOUN
futech-623	421	31	,	,	PUNCT
futech-623	421	32	2025	2025	NUM
futech-623	421	33	,	,	PUNCT
futech-623	421	34	vol	vol	NOUN
futech-623	421	35	.	.	PROPN
futech-623	422	1	10	10	NUM
futech-623	422	2	:	:	PUNCT
futech-623	422	3	frontiers	frontier	NOUN
futech-623	422	4	media	media	PROPN
futech-623	422	5	sa	sa	PROPN
futech-623	422	6	,	,	PUNCT
futech-623	422	7	p.	p.	NOUN
futech-623	422	8	1427450	1427450	NUM
futech-623	422	9	,	,	PUNCT
futech-623	422	10	doi	doi	NOUN
futech-623	422	11	:	:	PUNCT
futech-623	422	12	10.3389	10.3389	NUM
futech-623	422	13	/	/	SYM
futech-623	422	14	feduc.2025.1427450	feduc.2025.1427450	NOUN
futech-623	422	15	.	.	PUNCT
futech-623	423	1	[	[	X
futech-623	423	2	18	18	NUM
futech-623	423	3	]	]	X
futech-623	423	4	w.	w.	PROPN
futech-623	423	5	b.	b.	PROPN
futech-623	423	6	schaufeli	schaufeli	PROPN
futech-623	423	7	,	,	PUNCT
futech-623	423	8	a.	a.	PROPN
futech-623	423	9	b.	b.	PROPN
futech-623	423	10	bakker	bakker	PROPN
futech-623	423	11	,	,	PUNCT
futech-623	423	12	and	and	CCONJ
futech-623	423	13	m.	m.	NOUN
futech-623	423	14	salanova	salanova	PROPN
futech-623	423	15	,	,	PUNCT
futech-623	423	16	"	"	PUNCT
futech-623	423	17	the	the	DET
futech-623	423	18	measurement	measurement	NOUN
futech-623	423	19	of	of	ADP
futech-623	423	20	work	work	NOUN
futech-623	423	21	engagement	engagement	NOUN
futech-623	423	22	with	with	ADP
futech-623	423	23	a	a	DET
futech-623	423	24	short	short	ADJ
futech-623	423	25	questionnaire	questionnaire	NOUN
futech-623	423	26	:	:	PUNCT
futech-623	423	27	a	a	DET
futech-623	423	28	cross	cross	ADJ
futech-623	423	29	-	-	ADJ
futech-623	423	30	national	national	ADJ
futech-623	423	31	study	study	NOUN
futech-623	423	32	,	,	PUNCT
futech-623	423	33	"	"	PUNCT
futech-623	423	34	educational	educational	ADJ
futech-623	423	35	and	and	CCONJ
futech-623	423	36	psychological	psychological	ADJ
futech-623	423	37	measurement	measurement	NOUN
futech-623	423	38	,	,	PUNCT
futech-623	423	39	vol	vol	NOUN
futech-623	423	40	.	.	PROPN
futech-623	424	1	66	66	NUM
futech-623	424	2	,	,	PUNCT
futech-623	424	3	no	no	INTJ
futech-623	424	4	.	.	NOUN
futech-623	424	5	4	4	NUM
futech-623	424	6	,	,	PUNCT
futech-623	424	7	pp	pp	ADJ
futech-623	424	8	.	.	PUNCT
futech-623	425	1	701	701	NUM
futech-623	425	2	-	-	SYM
futech-623	425	3	716	716	NUM
futech-623	425	4	,	,	PUNCT
futech-623	425	5	2006	2006	NUM
futech-623	425	6	.	.	PUNCT
futech-623	426	1	[	[	X
futech-623	426	2	19	19	NUM
futech-623	426	3	]	]	PUNCT
futech-623	426	4	s.	s.	PROPN
futech-623	426	5	e.	e.	PROPN
futech-623	426	6	hobfoll	hobfoll	PROPN
futech-623	426	7	,	,	PUNCT
futech-623	426	8	"	"	PUNCT
futech-623	426	9	the	the	DET
futech-623	426	10	influence	influence	NOUN
futech-623	426	11	of	of	ADP
futech-623	426	12	culture	culture	NOUN
futech-623	426	13	,	,	PUNCT
futech-623	426	14	community	community	NOUN
futech-623	426	15	,	,	PUNCT
futech-623	426	16	and	and	CCONJ
futech-623	426	17	the	the	DET
futech-623	426	18	nested‐self	nested‐self	PROPN
futech-623	426	19	in	in	ADP
futech-623	426	20	the	the	DET
futech-623	426	21	stress	stress	NOUN
futech-623	426	22	process	process	NOUN
futech-623	426	23	:	:	PUNCT
futech-623	426	24	advancing	advance	VERB
futech-623	426	25	conservation	conservation	NOUN
futech-623	426	26	of	of	ADP
futech-623	426	27	resources	resource	NOUN
futech-623	426	28	theory	theory	NOUN
futech-623	426	29	,	,	PUNCT
futech-623	426	30	"	"	PUNCT
futech-623	426	31	applied	apply	VERB
futech-623	426	32	psychology	psychology	NOUN
futech-623	426	33	,	,	PUNCT
futech-623	426	34	vol	vol	NOUN
futech-623	426	35	.	.	PROPN
futech-623	426	36	50	50	NUM
futech-623	426	37	,	,	PUNCT
futech-623	426	38	no	no	INTJ
futech-623	426	39	.	.	NOUN
futech-623	426	40	3	3	NUM
futech-623	426	41	,	,	PUNCT
futech-623	426	42	pp	pp	ADJ
futech-623	426	43	.	.	PUNCT
futech-623	426	44	337	337	NUM
futech-623	426	45	-	-	SYM
futech-623	426	46	421	421	NUM
futech-623	426	47	,	,	PUNCT
futech-623	426	48	2001	2001	NUM
futech-623	426	49	.	.	PUNCT
futech-623	427	1	[	[	X
futech-623	427	2	20	20	NUM
futech-623	427	3	]	]	PUNCT
futech-623	427	4	g.	g.	PROPN
futech-623	427	5	falloon	falloon	PROPN
futech-623	427	6	,	,	PUNCT
futech-623	427	7	"	"	PUNCT
futech-623	427	8	from	from	ADP
futech-623	427	9	digital	digital	ADJ
futech-623	427	10	literacy	literacy	NOUN
futech-623	427	11	to	to	ADP
futech-623	427	12	digital	digital	ADJ
futech-623	427	13	competence	competence	NOUN
futech-623	427	14	:	:	PUNCT
futech-623	427	15	the	the	DET
futech-623	427	16	teacher	teacher	NOUN
futech-623	427	17	digital	digital	PROPN
futech-623	427	18	competency	competency	PROPN
futech-623	427	19	(	(	PUNCT
futech-623	427	20	tdc	tdc	PROPN
futech-623	427	21	)	)	PUNCT
futech-623	427	22	framework	framework	NOUN
futech-623	427	23	,	,	PUNCT
futech-623	427	24	"	"	PUNCT
futech-623	427	25	educational	educational	ADJ
futech-623	427	26	technology	technology	NOUN
futech-623	427	27	research	research	NOUN
futech-623	427	28	and	and	CCONJ
futech-623	427	29	development	development	NOUN
futech-623	427	30	,	,	PUNCT
futech-623	427	31	vol	vol	NOUN
futech-623	427	32	.	.	PROPN
futech-623	428	1	68	68	NUM
futech-623	428	2	,	,	PUNCT
futech-623	428	3	no	no	INTJ
futech-623	428	4	.	.	NOUN
futech-623	428	5	5	5	NUM
futech-623	428	6	,	,	PUNCT
futech-623	428	7	pp	pp	ADJ
futech-623	428	8	.	.	PUNCT
futech-623	428	9	2449	2449	NUM
futech-623	428	10	-	-	SYM
futech-623	428	11	2472	2472	NUM
futech-623	428	12	,	,	PUNCT
futech-623	428	13	2020	2020	NUM
futech-623	428	14	,	,	PUNCT
futech-623	428	15	doi	doi	NOUN
futech-623	428	16	:	:	PUNCT
futech-623	428	17	10.1007	10.1007	NUM
futech-623	428	18	/	/	SYM
futech-623	428	19	s11423	s11423	NOUN
futech-623	428	20	-	-	PUNCT
futech-623	428	21	020	020	NUM
futech-623	428	22	-	-	PUNCT
futech-623	428	23	09767	09767	NUM
futech-623	428	24	-	-	PUNCT
futech-623	428	25	4	4	NUM
futech-623	428	26	.	.	PUNCT
futech-623	429	1	[	[	X
futech-623	429	2	21	21	NUM
futech-623	429	3	]	]	X
futech-623	429	4	l.	l.	PROPN
futech-623	429	5	s.	s.	PROPN
futech-623	429	6	aiken	aiken	PROPN
futech-623	429	7	,	,	PUNCT
futech-623	429	8	multiple	multiple	ADJ
futech-623	429	9	regression	regression	NOUN
futech-623	429	10	:	:	PUNCT
futech-623	429	11	testing	testing	NOUN
futech-623	429	12	and	and	CCONJ
futech-623	429	13	interpreting	interpret	VERB
futech-623	429	14	interactions	interaction	NOUN
futech-623	429	15	.	.	PUNCT
futech-623	430	1	sage	sage	NOUN
futech-623	430	2	,	,	PUNCT
futech-623	430	3	1991	1991	NUM
futech-623	430	4	.	.	PUNCT
futech-623	431	1	[	[	X
futech-623	431	2	22	22	NUM
futech-623	431	3	]	]	X
futech-623	431	4	y.	y.	PROPN
futech-623	431	5	lin	lin	PROPN
futech-623	431	6	and	and	CCONJ
futech-623	431	7	z.	z.	PROPN
futech-623	431	8	yu	yu	PROPN
futech-623	431	9	,	,	PUNCT
futech-623	431	10	"	"	PUNCT
futech-623	431	11	extending	extend	VERB
futech-623	431	12	technology	technology	NOUN
futech-623	431	13	acceptance	acceptance	NOUN
futech-623	431	14	model	model	NOUN
futech-623	431	15	to	to	ADP
futech-623	431	16	higher	high	ADJ
futech-623	431	17	-	-	PUNCT
futech-623	431	18	education	education	NOUN
futech-623	431	19	students	student	NOUN
futech-623	431	20	’	'	PUNCT
futech-623	431	21	use	use	NOUN
futech-623	431	22	of	of	ADP
futech-623	431	23	digital	digital	ADJ
futech-623	431	24	academic	academic	ADJ
futech-623	431	25	reading	reading	NOUN
futech-623	431	26	tools	tool	NOUN
futech-623	431	27	on	on	ADP
futech-623	431	28	computers	computer	NOUN
futech-623	431	29	,	,	PUNCT
futech-623	431	30	"	"	PUNCT
futech-623	431	31	international	international	ADJ
futech-623	431	32	journal	journal	NOUN
futech-623	431	33	of	of	ADP
futech-623	431	34	educational	educational	ADJ
futech-623	431	35	technology	technology	NOUN
futech-623	431	36	in	in	ADP
futech-623	431	37	higher	high	ADJ
futech-623	431	38	education	education	NOUN
futech-623	431	39	,	,	PUNCT
futech-623	431	40	vol	vol	NOUN
futech-623	431	41	.	.	PROPN
futech-623	431	42	20	20	NUM
futech-623	431	43	,	,	PUNCT
futech-623	431	44	no	no	INTJ
futech-623	431	45	.	.	NOUN
futech-623	431	46	1	1	NUM
futech-623	431	47	,	,	PUNCT
futech-623	431	48	p.	p.	NOUN
futech-623	431	49	34	34	NUM
futech-623	431	50	,	,	PUNCT
futech-623	431	51	2023	2023	NUM
futech-623	431	52	.	.	PUNCT
futech-623	432	1	[	[	X
futech-623	432	2	23	23	X
futech-623	432	3	]	]	X
futech-623	432	4	v.	v.	ADP
futech-623	432	5	venkatesh	venkatesh	PROPN
futech-623	432	6	and	and	CCONJ
futech-623	432	7	h.	h.	PROPN
futech-623	432	8	bala	bala	PROPN
futech-623	432	9	,	,	PUNCT
futech-623	432	10	"	"	PUNCT
futech-623	432	11	technology	technology	NOUN
futech-623	432	12	acceptance	acceptance	NOUN
futech-623	432	13	model	model	NOUN
futech-623	432	14	3	3	NUM
futech-623	432	15	and	and	CCONJ
futech-623	432	16	a	a	DET
futech-623	432	17	research	research	NOUN
futech-623	432	18	agenda	agenda	NOUN
futech-623	432	19	on	on	ADP
futech-623	432	20	interventions	intervention	NOUN
futech-623	432	21	,	,	PUNCT
futech-623	432	22	"	"	PUNCT
futech-623	432	23	decision	decision	NOUN
futech-623	432	24	sciences	science	NOUN
futech-623	432	25	,	,	PUNCT
futech-623	432	26	vol	vol	NOUN
futech-623	432	27	.	.	PROPN
futech-623	432	28	39	39	NUM
futech-623	432	29	,	,	PUNCT
futech-623	432	30	no	no	INTJ
futech-623	432	31	.	.	NOUN
futech-623	432	32	2	2	NUM
futech-623	432	33	,	,	PUNCT
futech-623	432	34	pp	pp	ADJ
futech-623	432	35	.	.	PUNCT
futech-623	433	1	273	273	NUM
futech-623	433	2	-	-	SYM
futech-623	433	3	315	315	NUM
futech-623	433	4	,	,	PUNCT
futech-623	433	5	2008	2008	NUM
futech-623	433	6	.	.	PUNCT
futech-623	434	1	[	[	X
futech-623	434	2	24	24	NUM
futech-623	434	3	]	]	X
futech-623	434	4	p.	p.	NOUN
futech-623	434	5	m.	m.	NOUN
futech-623	434	6	podsakoff	podsakoff	PROPN
futech-623	434	7	,	,	PUNCT
futech-623	434	8	s.	s.	PROPN
futech-623	434	9	b.	b.	PROPN
futech-623	434	10	mackenzie	mackenzie	PROPN
futech-623	434	11	,	,	PUNCT
futech-623	434	12	and	and	CCONJ
futech-623	434	13	n.	n.	PROPN
futech-623	434	14	p.	p.	PROPN
futech-623	434	15	podsakoff	podsakoff	NOUN
futech-623	434	16	,	,	PUNCT
futech-623	434	17	"	"	PUNCT
futech-623	434	18	sources	source	NOUN
futech-623	434	19	of	of	ADP
futech-623	434	20	method	method	ADJ
futech-623	434	21	bias	bias	NOUN
futech-623	434	22	in	in	ADP
futech-623	434	23	social	social	ADJ
futech-623	434	24	science	science	NOUN
futech-623	434	25	research	research	NOUN
futech-623	434	26	and	and	CCONJ
futech-623	434	27	recommendations	recommendation	NOUN
futech-623	434	28	on	on	ADP
futech-623	434	29	how	how	SCONJ
futech-623	434	30	to	to	PART
futech-623	434	31	control	control	VERB
futech-623	434	32	it	it	PRON
futech-623	434	33	,	,	PUNCT
futech-623	434	34	"	"	PUNCT
futech-623	434	35	annual	annual	ADJ
futech-623	434	36	review	review	NOUN
futech-623	434	37	of	of	ADP
futech-623	434	38	psychology	psychology	NOUN
futech-623	434	39	,	,	PUNCT
futech-623	434	40	vol	vol	NOUN
futech-623	434	41	.	.	PROPN
futech-623	434	42	63	63	NUM
futech-623	434	43	,	,	PUNCT
futech-623	434	44	no	no	INTJ
futech-623	434	45	.	.	NOUN
futech-623	434	46	1	1	NUM
futech-623	434	47	,	,	PUNCT
futech-623	434	48	pp	pp	ADJ
futech-623	434	49	.	.	PUNCT
futech-623	435	1	539	539	NUM
futech-623	435	2	-	-	SYM
futech-623	435	3	569	569	NUM
futech-623	435	4	,	,	PUNCT
futech-623	435	5	2012	2012	NUM
futech-623	435	6	,	,	PUNCT
futech-623	435	7	doi	doi	NOUN
futech-623	435	8	:	:	PUNCT
futech-623	435	9	10.1146	10.1146	NUM
futech-623	435	10	/	/	SYM
futech-623	435	11	annurev	annurev	ADJ
futech-623	435	12	-	-	PUNCT
futech-623	435	13	psych-120710	psych-120710	ADJ
futech-623	435	14	-	-	PUNCT
futech-623	435	15	100452	100452	NUM
futech-623	435	16	.	.	PUNCT
futech-623	436	1	[	[	X
futech-623	436	2	25	25	NUM
futech-623	436	3	]	]	PUNCT
futech-623	436	4	z.	z.	PROPN
futech-623	436	5	cai	cai	PROPN
futech-623	436	6	,	,	PUNCT
futech-623	436	7	x.	x.	PROPN
futech-623	436	8	fan	fan	PROPN
futech-623	436	9	,	,	PUNCT
futech-623	436	10	and	and	CCONJ
futech-623	436	11	j.	j.	PROPN
futech-623	436	12	du	du	PROPN
futech-623	436	13	,	,	PUNCT
futech-623	436	14	"	"	PUNCT
futech-623	436	15	gender	gender	NOUN
futech-623	436	16	and	and	CCONJ
futech-623	436	17	attitudes	attitude	NOUN
futech-623	436	18	toward	toward	ADP
futech-623	436	19	technology	technology	NOUN
futech-623	436	20	use	use	NOUN
futech-623	436	21	:	:	PUNCT
futech-623	436	22	a	a	DET
futech-623	436	23	meta	meta	ADJ
futech-623	436	24	-	-	PUNCT
futech-623	436	25	analysis	analysis	NOUN
futech-623	436	26	,	,	PUNCT
futech-623	436	27	"	"	PUNCT
futech-623	436	28	computers	computer	NOUN
futech-623	436	29	&	&	CCONJ
futech-623	436	30	education	education	NOUN
futech-623	436	31	,	,	PUNCT
futech-623	436	32	vol	vol	NOUN
futech-623	436	33	.	.	PROPN
futech-623	437	1	105	105	NUM
futech-623	437	2	,	,	PUNCT
futech-623	437	3	pp	pp	ADJ
futech-623	437	4	.	.	PUNCT
futech-623	438	1	1	1	NUM
futech-623	438	2	-	-	SYM
futech-623	438	3	13	13	NUM
futech-623	438	4	,	,	PUNCT
futech-623	438	5	2017	2017	NUM
futech-623	438	6	,	,	PUNCT
futech-623	438	7	doi	doi	NOUN
futech-623	438	8	:	:	PUNCT
futech-623	438	9	10.1016	10.1016	NUM
futech-623	438	10	/	/	SYM
futech-623	438	11	j.compedu.2016.11.003	j.compedu.2016.11.003	NOUN
futech-623	438	12	.	.	PUNCT
futech-623	439	1	[	[	X
futech-623	439	2	26	26	NUM
futech-623	439	3	]	]	PUNCT
futech-623	439	4	m.	m.	NOUN
futech-623	439	5	g.	g.	PROPN
futech-623	439	6	morris	morris	PROPN
futech-623	439	7	and	and	CCONJ
futech-623	439	8	v.	v.	ADP
futech-623	439	9	venkatesh	venkatesh	NOUN
futech-623	439	10	,	,	PUNCT
futech-623	439	11	"	"	PUNCT
futech-623	439	12	age	age	NOUN
futech-623	439	13	differences	difference	NOUN
futech-623	439	14	in	in	ADP
futech-623	439	15	technology	technology	NOUN
futech-623	439	16	adoption	adoption	NOUN
futech-623	439	17	decisions	decision	NOUN
futech-623	439	18	:	:	PUNCT
futech-623	439	19	implications	implication	NOUN
futech-623	439	20	for	for	ADP
futech-623	439	21	a	a	DET
futech-623	439	22	changing	change	VERB
futech-623	439	23	work	work	NOUN
futech-623	439	24	force	force	NOUN
futech-623	439	25	,	,	PUNCT
futech-623	439	26	"	"	PUNCT
futech-623	439	27	personnel	personnel	NOUN
futech-623	439	28	psychology	psychology	NOUN
futech-623	439	29	,	,	PUNCT
futech-623	439	30	vol	vol	NOUN
futech-623	439	31	.	.	PROPN
futech-623	440	1	53	53	NUM
futech-623	440	2	,	,	PUNCT
futech-623	440	3	no	no	INTJ
futech-623	440	4	.	.	NOUN
futech-623	440	5	2	2	NUM
futech-623	440	6	,	,	PUNCT
futech-623	440	7	pp	pp	ADJ
futech-623	440	8	.	.	PUNCT
futech-623	441	1	375	375	NUM
futech-623	441	2	-	-	SYM
futech-623	441	3	403	403	NUM
futech-623	441	4	,	,	PUNCT
futech-623	441	5	2000	2000	NUM
futech-623	441	6	,	,	PUNCT
futech-623	441	7	doi	doi	NOUN
futech-623	441	8	:	:	PUNCT
futech-623	441	9	10.1111	10.1111	NUM
futech-623	441	10	/	/	SYM
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futech-623	441	12	.	.	PUNCT
futech-623	442	1	[	[	X
futech-623	442	2	27	27	NUM
futech-623	442	3	]	]	PUNCT
futech-623	442	4	r.	r.	PROPN
futech-623	442	5	w.	w.	PROPN
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futech-623	442	7	,	,	PUNCT
futech-623	442	8	"	"	PUNCT
futech-623	442	9	back	back	NOUN
futech-623	442	10	-	-	PUNCT
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futech-623	442	12	for	for	ADP
futech-623	442	13	cross	cross	ADJ
futech-623	442	14	-	-	ADJ
futech-623	442	15	cultural	cultural	ADJ
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futech-623	442	18	"	"	PUNCT
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futech-623	442	21	cross	cross	ADJ
futech-623	442	22	-	-	ADJ
futech-623	442	23	cultural	cultural	ADJ
futech-623	442	24	psychology	psychology	NOUN
futech-623	442	25	,	,	PUNCT
futech-623	442	26	vol	vol	NOUN
futech-623	442	27	.	.	PROPN
futech-623	442	28	1	1	NUM
futech-623	442	29	,	,	PUNCT
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futech-623	442	31	.	.	NOUN
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futech-623	442	33	,	,	PUNCT
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futech-623	442	35	.	.	PUNCT
futech-623	443	1	185	185	NUM
futech-623	443	2	-	-	SYM
futech-623	443	3	216	216	NUM
futech-623	443	4	,	,	PUNCT
futech-623	443	5	1970	1970	NUM
futech-623	443	6	,	,	PUNCT
futech-623	443	7	doi	doi	NOUN
futech-623	443	8	:	:	PUNCT
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futech-623	443	10	.	.	PUNCT
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futech-623	444	3	]	]	X
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futech-623	444	7	,	,	PUNCT
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futech-623	444	9	to	to	ADP
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futech-623	444	11	,	,	PUNCT
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futech-623	444	13	,	,	PUNCT
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futech-623	444	15	conditional	conditional	ADJ
futech-623	444	16	process	process	NOUN
futech-623	444	17	analysis	analysis	NOUN
futech-623	444	18	:	:	PUNCT
futech-623	444	19	a	a	DET
futech-623	444	20	regression	regression	NOUN
futech-623	444	21	-	-	PUNCT
futech-623	444	22	based	base	VERB
futech-623	444	23	approach	approach	NOUN
futech-623	444	24	.	.	PUNCT
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futech-623	445	3	,	,	PUNCT
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futech-623	445	5	.	.	PUNCT
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futech-623	446	2	29	29	NUM
futech-623	446	3	]	]	X
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futech-623	446	7	d.	d.	PROPN
futech-623	446	8	f.	f.	PROPN
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futech-623	446	11	"	"	PUNCT
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futech-623	446	14	equation	equation	NOUN
futech-623	446	15	models	model	NOUN
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futech-623	446	18	variables	variable	NOUN
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futech-623	446	22	,	,	PUNCT
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futech-623	446	24	journal	journal	NOUN
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futech-623	446	26	marketing	marketing	NOUN
futech-623	446	27	research	research	NOUN
futech-623	446	28	,	,	PUNCT
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futech-623	446	30	.	.	PROPN
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futech-623	446	32	,	,	PUNCT
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futech-623	446	34	.	.	NOUN
futech-623	446	35	1	1	NUM
futech-623	446	36	,	,	PUNCT
futech-623	446	37	pp	pp	ADJ
futech-623	446	38	.	.	PUNCT
futech-623	447	1	39	39	NUM
futech-623	447	2	-	-	SYM
futech-623	447	3	50	50	NUM
futech-623	447	4	,	,	PUNCT
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futech-623	447	6	,	,	PUNCT
futech-623	447	7	doi	doi	NOUN
futech-623	447	8	:	:	PUNCT
futech-623	447	9	10.2307/3151312	10.2307/3151312	NUM
futech-623	447	10	.	.	PUNCT
futech-623	448	1	[	[	X
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futech-623	448	3	]	]	PUNCT
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futech-623	448	9	analysis	analysis	NOUN
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futech-623	448	11	the	the	DET
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futech-623	448	13	sciences	sciences	PROPN
futech-623	448	14	.	.	PUNCT
futech-623	449	1	routledge	routledge	PROPN
futech-623	449	2	,	,	PUNCT
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futech-623	449	4	.	.	PUNCT
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futech-623	451	3	]	]	PUNCT
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futech-623	451	8	v.	v.	ADP
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futech-623	451	14	user	user	NOUN
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futech-623	451	17	of	of	ADP
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futech-623	451	21	:	:	PUNCT
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futech-623	451	28	"	"	PUNCT
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futech-623	451	33	management	management	NOUN
futech-623	451	34	,	,	PUNCT
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futech-623	451	36	.	.	PROPN
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futech-623	451	38	,	,	PUNCT
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futech-623	451	40	.	.	NOUN
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futech-623	451	44	.	.	PUNCT
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futech-623	451	46	-	-	SYM
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futech-623	451	50	,	,	PUNCT
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futech-623	451	52	:	:	PUNCT
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futech-623	451	56	.	.	PUNCT
futech-623	452	1	[	[	X
futech-623	452	2	32	32	NUM
futech-623	452	3	]	]	PUNCT
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futech-623	452	26	:	:	PUNCT
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futech-623	452	28	a	a	DET
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futech-623	452	30	view	view	NOUN
futech-623	452	31	,	,	PUNCT
futech-623	452	32	"	"	PUNCT
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futech-623	452	35	,	,	PUNCT
futech-623	452	36	pp	pp	PROPN
futech-623	452	37	.	.	PUNCT
futech-623	453	1	425	425	NUM
futech-623	453	2	-	-	SYM
futech-623	453	3	478	478	NUM
futech-623	453	4	,	,	PUNCT
futech-623	453	5	2003	2003	NUM
futech-623	453	6	,	,	PUNCT
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futech-623	453	8	:	:	PUNCT
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futech-623	453	10	.	.	PUNCT
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futech-623	454	8	a	a	DET
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futech-623	454	17	(	(	PUNCT
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futech-623	454	19	-	-	PUNCT
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futech-623	455	2	,	,	PUNCT
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futech-623	455	4	.	.	PUNCT
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futech-623	456	4	[	[	X
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futech-623	456	6	]	]	X
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futech-623	456	14	:	:	PUNCT
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futech-623	458	3	]	]	X
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futech-623	458	10	"	"	PUNCT
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futech-623	458	12	for	for	ADP
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futech-623	458	14	?	?	PUNCT
futech-623	459	1	on	on	ADP
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futech-623	459	9	for	for	ADP
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futech-623	459	12	"	"	PUNCT
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futech-623	459	15	individual	individual	ADJ
futech-623	459	16	differences	difference	NOUN
futech-623	459	17	,	,	PUNCT
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futech-623	459	19	.	.	PROPN
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futech-623	459	21	,	,	PUNCT
futech-623	459	22	p.	p.	NOUN
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futech-623	459	24	,	,	PUNCT
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futech-623	459	26	,	,	PUNCT
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futech-623	460	41	.	.	PUNCT
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futech-623	461	2	-	-	SYM
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futech-623	461	4	,	,	PUNCT
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futech-623	461	6	,	,	PUNCT
futech-623	461	7	doi	doi	NOUN
futech-623	461	8	:	:	PUNCT
futech-623	461	9	10.1177/1094428118802626	10.1177/1094428118802626	NUM
futech-623	461	10	.	.	PUNCT
futech-623	462	1	this	this	DET
futech-623	462	2	article	article	NOUN
futech-623	462	3	is	be	AUX
futech-623	462	4	an	an	DET
futech-623	462	5	open	open	ADJ
futech-623	462	6	-	-	PUNCT
futech-623	462	7	access	access	NOUN
futech-623	462	8	article	article	NOUN
futech-623	462	9	distributed	distribute	VERB
futech-623	462	10	under	under	ADP
futech-623	462	11	the	the	DET
futech-623	462	12	terms	term	NOUN
futech-623	462	13	and	and	CCONJ
futech-623	462	14	conditions	condition	NOUN
futech-623	462	15	of	of	ADP
futech-623	462	16	the	the	DET
futech-623	462	17	creative	creative	ADJ
futech-623	462	18	commons	common	NOUN
futech-623	462	19	attribution	attribution	NOUN
futech-623	462	20	(	(	PUNCT
futech-623	462	21	cc	cc	NOUN
futech-623	462	22	by	by	ADP
futech-623	462	23	)	)	PUNCT
futech-623	462	24	license	license	NOUN
futech-623	462	25	(	(	PUNCT
futech-623	462	26	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
futech-623	462	27	)	)	PUNCT
futech-623	462	28	.	.	PUNCT
futech-623	463	1	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN