id	sid	tid	token	lemma	pos
futech-540	1	1	zhixin	zhixin	PROPN
futech-540	1	2	yu	yu	PROPN
futech-540	1	3	&	&	CCONJ
futech-540	1	4	zhicheng	zhicheng	PROPN
futech-540	1	5	yu	yu	PROPN
futech-540	1	6	/future	/future	PROPN
futech-540	1	7	technology	technology	PROPN
futech-540	1	8	february	february	PROPN
futech-540	1	9	2026|	2026|	NUM
futech-540	1	10	volume	volume	NOUN
futech-540	1	11	05	05	NUM
futech-540	2	1	|	|	ADV
futech-540	2	2	issue	issue	NOUN
futech-540	2	3	01	01	NUM
futech-540	3	1	|	|	ADV
futech-540	3	2	pages	page	VERB
futech-540	3	3	47	47	NUM
futech-540	3	4	-	-	SYM
futech-540	3	5	54	54	NUM
futech-540	3	6	47	47	NUM
futech-540	3	7	article	article	NOUN
futech-540	3	8	reconstruction	reconstruction	NOUN
futech-540	3	9	of	of	ADP
futech-540	3	10	knowledge	knowledge	NOUN
futech-540	3	11	worker	worker	NOUN
futech-540	3	12	performance	performance	NOUN
futech-540	3	13	evaluation	evaluation	NOUN
futech-540	3	14	system	system	NOUN
futech-540	3	15	in	in	ADP
futech-540	3	16	the	the	DET
futech-540	3	17	chatgpt	chatgpt	NOUN
futech-540	3	18	era	era	NOUN
futech-540	3	19	:	:	PUNCT
futech-540	3	20	an	an	DET
futech-540	3	21	exploratory	exploratory	ADJ
futech-540	3	22	study	study	NOUN
futech-540	3	23	based	base	VERB
futech-540	3	24	on	on	ADP
futech-540	3	25	human	human	ADJ
futech-540	3	26	-	-	PUNCT
futech-540	3	27	ai	ai	NOUN
futech-540	3	28	collaborative	collaborative	ADJ
futech-540	3	29	work	work	NOUN
futech-540	3	30	model	model	PROPN
futech-540	3	31	zhixin	zhixin	PROPN
futech-540	3	32	yu	yu	PROPN
futech-540	3	33	,	,	PUNCT
futech-540	3	34	zhicheng	zhicheng	PROPN
futech-540	3	35	yu	yu	PROPN
futech-540	3	36	*	*	PROPN
futech-540	3	37	university	university	PROPN
futech-540	3	38	college	college	PROPN
futech-540	3	39	dublin	dublin	PROPN
futech-540	3	40	,	,	PUNCT
futech-540	3	41	national	national	PROPN
futech-540	3	42	university	university	PROPN
futech-540	3	43	of	of	ADP
futech-540	3	44	ireland	ireland	PROPN
futech-540	3	45	,	,	PUNCT
futech-540	3	46	dublin	dublin	PROPN
futech-540	3	47	,	,	PUNCT
futech-540	3	48	ireland	ireland	PROPN
futech-540	3	49	,	,	PUNCT
futech-540	3	50	d04v1w8	d04v1w8	VERB
futech-540	3	51	a	a	DET
futech-540	3	52	r	r	NOUN
futech-540	3	53	t	t	NOUN
futech-540	4	1	i	i	PRON
futech-540	4	2	c	c	NOUN
futech-540	4	3	l	l	NOUN
futech-540	4	4	e	e	NOUN
futech-540	5	1	i	i	PRON
futech-540	5	2	n	n	VERB
futech-540	5	3	f	f	NOUN
futech-540	5	4	o	o	NOUN
futech-540	5	5	article	article	NOUN
futech-540	5	6	history	history	NOUN
futech-540	5	7	:	:	PUNCT
futech-540	5	8	received	receive	VERB
futech-540	5	9	21	21	NUM
futech-540	5	10	august	august	PROPN
futech-540	5	11	2025	2025	NUM
futech-540	5	12	received	receive	VERB
futech-540	5	13	in	in	ADP
futech-540	5	14	revised	revise	VERB
futech-540	5	15	form	form	NOUN
futech-540	5	16	29	29	NUM
futech-540	5	17	september	september	PROPN
futech-540	5	18	2025	2025	NUM
futech-540	5	19	accepted	accept	VERB
futech-540	5	20	16	16	NUM
futech-540	5	21	october	october	PROPN
futech-540	5	22	2025	2025	NUM
futech-540	5	23	keywords	keyword	NOUN
futech-540	5	24	:	:	PUNCT
futech-540	5	25	performance	performance	NOUN
futech-540	5	26	evaluation	evaluation	NOUN
futech-540	5	27	,	,	PUNCT
futech-540	5	28	chatgpt	chatgpt	NOUN
futech-540	5	29	,	,	PUNCT
futech-540	5	30	human	human	NOUN
futech-540	5	31	-	-	PUNCT
futech-540	5	32	ai	ai	NOUN
futech-540	5	33	collaboration	collaboration	NOUN
futech-540	5	34	,	,	PUNCT
futech-540	5	35	knowledge	knowledge	NOUN
futech-540	5	36	workers	worker	NOUN
futech-540	5	37	,	,	PUNCT
futech-540	5	38	ai	ai	VERB
futech-540	5	39	skills	skill	NOUN
futech-540	5	40	*	*	PUNCT
futech-540	5	41	corresponding	correspond	VERB
futech-540	5	42	author	author	NOUN
futech-540	5	43	email	email	NOUN
futech-540	5	44	address	address	NOUN
futech-540	5	45	:	:	PUNCT
futech-540	5	46	20020721yuzhicheng@gmail.com	20020721yuzhicheng@gmail.com	NUM
futech-540	5	47	doi	doi	NOUN
futech-540	5	48	:	:	PUNCT
futech-540	5	49	10.55670	10.55670	NUM
futech-540	5	50	/	/	SYM
futech-540	5	51	fpll.futech.5.1.5	fpll.futech.5.1.5	NOUN
futech-540	5	52	a	a	DET
futech-540	5	53	b	b	PROPN
futech-540	5	54	s	s	ADP
futech-540	5	55	t	t	PROPN
futech-540	5	56	r	r	NOUN
futech-540	5	57	a	a	DET
futech-540	5	58	c	c	NOUN
futech-540	5	59	t	t	NOUN
futech-540	5	60	the	the	DET
futech-540	5	61	emergence	emergence	NOUN
futech-540	5	62	of	of	ADP
futech-540	5	63	chatgpt	chatgpt	NOUN
futech-540	5	64	in	in	ADP
futech-540	5	65	november	november	PROPN
futech-540	5	66	2022	2022	NUM
futech-540	5	67	disrupted	disrupt	VERB
futech-540	5	68	practice	practice	NOUN
futech-540	5	69	in	in	ADP
futech-540	5	70	knowledge	knowledge	NOUN
futech-540	5	71	work	work	NOUN
futech-540	5	72	and	and	CCONJ
futech-540	5	73	defied	defy	VERB
futech-540	5	74	performance	performance	NOUN
futech-540	5	75	-	-	PUNCT
futech-540	5	76	measurement	measurement	NOUN
futech-540	5	77	systems	system	NOUN
futech-540	5	78	in	in	ADP
futech-540	5	79	human	human	ADJ
futech-540	5	80	-	-	PUNCT
futech-540	5	81	exclusive	exclusive	NOUN
futech-540	5	82	task	task	NOUN
futech-540	5	83	accomplishment	accomplishment	NOUN
futech-540	5	84	under	under	ADP
futech-540	5	85	unprecedented	unprecedented	ADJ
futech-540	5	86	comparability	comparability	NOUN
futech-540	5	87	.	.	PUNCT
futech-540	6	1	this	this	DET
futech-540	6	2	current	current	ADJ
futech-540	6	3	study	study	NOUN
futech-540	6	4	fills	fill	VERB
futech-540	6	5	the	the	DET
futech-540	6	6	gap	gap	NOUN
futech-540	6	7	in	in	ADP
futech-540	6	8	the	the	DET
futech-540	6	9	literature	literature	NOUN
futech-540	6	10	between	between	ADP
futech-540	6	11	traditional	traditional	ADJ
futech-540	6	12	models	model	NOUN
futech-540	6	13	of	of	ADP
futech-540	6	14	appraisal	appraisal	NOUN
futech-540	6	15	and	and	CCONJ
futech-540	6	16	ai	ai	ADJ
futech-540	6	17	-	-	PUNCT
futech-540	6	18	enabled	enable	VERB
futech-540	6	19	workspaces	workspace	NOUN
futech-540	6	20	through	through	ADP
futech-540	6	21	the	the	DET
futech-540	6	22	development	development	NOUN
futech-540	6	23	of	of	ADP
futech-540	6	24	an	an	DET
futech-540	6	25	evidence	evidence	NOUN
futech-540	6	26	-	-	PUNCT
futech-540	6	27	based	base	VERB
futech-540	6	28	model	model	NOUN
futech-540	6	29	of	of	ADP
futech-540	6	30	measuring	measure	VERB
futech-540	6	31	performance	performance	NOUN
futech-540	6	32	in	in	ADP
futech-540	6	33	human	human	NOUN
futech-540	6	34	-	-	PUNCT
futech-540	6	35	ai	ai	NOUN
futech-540	6	36	collaborative	collaborative	ADJ
futech-540	6	37	settings	setting	NOUN
futech-540	6	38	.	.	PUNCT
futech-540	7	1	drawing	draw	VERB
futech-540	7	2	on	on	ADP
futech-540	7	3	systematic	systematic	ADJ
futech-540	7	4	analysis	analysis	NOUN
futech-540	7	5	of	of	ADP
futech-540	7	6	5,000	5,000	NUM
futech-540	7	7	linkedin	linkedin	NOUN
futech-540	7	8	job	job	NOUN
futech-540	7	9	adverts	advert	NOUN
futech-540	7	10	and	and	CCONJ
futech-540	7	11	2,000	2,000	NUM
futech-540	7	12	indeed	indeed	ADV
futech-540	7	13	salary	salary	NOUN
futech-540	7	14	information	information	NOUN
futech-540	7	15	between	between	ADP
futech-540	7	16	2022	2022	NUM
futech-540	7	17	-	-	SYM
futech-540	7	18	2024	2024	NUM
futech-540	7	19	,	,	PUNCT
futech-540	7	20	the	the	DET
futech-540	7	21	present	present	ADJ
futech-540	7	22	study	study	NOUN
futech-540	7	23	examined	examine	VERB
futech-540	7	24	the	the	DET
futech-540	7	25	shift	shift	NOUN
futech-540	7	26	in	in	ADP
futech-540	7	27	performance	performance	NOUN
futech-540	7	28	needs	need	NOUN
futech-540	7	29	and	and	CCONJ
futech-540	7	30	skill	skill	NOUN
futech-540	7	31	needs	need	VERB
futech-540	7	32	in	in	ADP
futech-540	7	33	knowledge	knowledge	NOUN
futech-540	7	34	sectors	sector	NOUN
futech-540	7	35	following	follow	VERB
futech-540	7	36	the	the	DET
futech-540	7	37	release	release	NOUN
futech-540	7	38	of	of	ADP
futech-540	7	39	chatgpt	chatgpt	NOUN
futech-540	7	40	.	.	PUNCT
futech-540	8	1	the	the	DET
futech-540	8	2	study	study	NOUN
futech-540	8	3	's	's	PART
futech-540	8	4	findings	finding	NOUN
futech-540	8	5	indicated	indicate	VERB
futech-540	8	6	that	that	SCONJ
futech-540	8	7	ai	ai	NOUN
futech-540	8	8	skills	skill	NOUN
futech-540	8	9	are	be	AUX
futech-540	8	10	especially	especially	ADV
futech-540	8	11	needed	need	VERB
futech-540	8	12	in	in	ADP
futech-540	8	13	27.8	27.8	NUM
futech-540	8	14	%	%	NOUN
futech-540	8	15	of	of	ADP
futech-540	8	16	knowledge	knowledge	NOUN
futech-540	8	17	workers	worker	NOUN
futech-540	8	18	'	'	PART
futech-540	8	19	jobs	job	NOUN
futech-540	8	20	,	,	PUNCT
futech-540	8	21	with	with	ADP
futech-540	8	22	a	a	DET
futech-540	8	23	growth	growth	NOUN
futech-540	8	24	rate	rate	NOUN
futech-540	8	25	of	of	ADP
futech-540	8	26	376	376	NUM
futech-540	8	27	%	%	NOUN
futech-540	8	28	since	since	SCONJ
futech-540	8	29	the	the	DET
futech-540	8	30	release	release	NOUN
futech-540	8	31	of	of	ADP
futech-540	8	32	chatgpt	chatgpt	NOUN
futech-540	8	33	.	.	PUNCT
futech-540	9	1	ai	ai	VERB
futech-540	9	2	-	-	PUNCT
futech-540	9	3	trained	train	VERB
futech-540	9	4	staff	staff	NOUN
futech-540	9	5	are	be	AUX
futech-540	9	6	rewarded	reward	VERB
futech-540	9	7	with	with	ADP
futech-540	9	8	a	a	DET
futech-540	9	9	17.7	17.7	NUM
futech-540	9	10	%	%	NOUN
futech-540	9	11	overall	overall	ADJ
futech-540	9	12	premium	premium	NOUN
futech-540	9	13	for	for	ADP
futech-540	9	14	their	their	PRON
futech-540	9	15	wages	wage	NOUN
futech-540	9	16	,	,	PUNCT
futech-540	9	17	and	and	CCONJ
futech-540	9	18	occupational	occupational	ADJ
futech-540	9	19	competence	competence	NOUN
futech-540	9	20	varies	vary	VERB
futech-540	9	21	from	from	ADP
futech-540	9	22	43.2	43.2	NUM
futech-540	9	23	%	%	NOUN
futech-540	9	24	in	in	ADP
futech-540	9	25	high	high	ADJ
futech-540	9	26	-	-	PUNCT
futech-540	9	27	tech	tech	NOUN
futech-540	9	28	to	to	ADP
futech-540	9	29	9.7	9.7	NUM
futech-540	9	30	%	%	NOUN
futech-540	9	31	in	in	ADP
futech-540	9	32	the	the	DET
futech-540	9	33	public	public	ADJ
futech-540	9	34	sector	sector	NOUN
futech-540	9	35	.	.	PUNCT
futech-540	10	1	systematic	systematic	ADJ
futech-540	10	2	skill	skill	NOUN
futech-540	10	3	differences	difference	NOUN
futech-540	10	4	can	can	AUX
futech-540	10	5	not	not	PART
futech-540	10	6	be	be	AUX
futech-540	10	7	captured	capture	VERB
futech-540	10	8	by	by	ADP
futech-540	10	9	conventional	conventional	ADJ
futech-540	10	10	measuring	measuring	NOUN
futech-540	10	11	systems	system	NOUN
futech-540	10	12	,	,	PUNCT
futech-540	10	13	according	accord	VERB
futech-540	10	14	to	to	ADP
futech-540	10	15	the	the	DET
futech-540	10	16	results	result	NOUN
futech-540	10	17	.	.	PUNCT
futech-540	11	1	the	the	DET
futech-540	11	2	study	study	NOUN
futech-540	11	3	discovers	discover	VERB
futech-540	11	4	a	a	DET
futech-540	11	5	three	three	NUM
futech-540	11	6	-	-	PUNCT
futech-540	11	7	dimensional	dimensional	ADJ
futech-540	11	8	model	model	NOUN
futech-540	11	9	for	for	ADP
futech-540	11	10	measuring	measure	VERB
futech-540	11	11	performance	performance	NOUN
futech-540	11	12	,	,	PUNCT
futech-540	11	13	including	include	VERB
futech-540	11	14	ai	ai	PROPN
futech-540	11	15	tool	tool	PROPN
futech-540	11	16	mastery	mastery	NOUN
futech-540	11	17	,	,	PUNCT
futech-540	11	18	collaborative	collaborative	ADJ
futech-540	11	19	work	work	NOUN
futech-540	11	20	quality	quality	NOUN
futech-540	11	21	,	,	PUNCT
futech-540	11	22	and	and	CCONJ
futech-540	11	23	human	human	ADJ
futech-540	11	24	-	-	PUNCT
futech-540	11	25	ai	ai	NOUN
futech-540	11	26	synergy	synergy	NOUN
futech-540	11	27	to	to	PART
futech-540	11	28	measure	measure	VERB
futech-540	11	29	hybrid	hybrid	NOUN
futech-540	11	30	skills	skill	NOUN
futech-540	11	31	developed	develop	VERB
futech-540	11	32	through	through	ADP
futech-540	11	33	human	human	ADJ
futech-540	11	34	-	-	PUNCT
futech-540	11	35	machine	machine	NOUN
futech-540	11	36	collaboration	collaboration	NOUN
futech-540	11	37	.	.	PUNCT
futech-540	12	1	the	the	DET
futech-540	12	2	research	research	NOUN
futech-540	12	3	establishes	establish	VERB
futech-540	12	4	the	the	DET
futech-540	12	5	theory	theory	NOUN
futech-540	12	6	of	of	ADP
futech-540	12	7	performance	performance	NOUN
futech-540	12	8	management	management	NOUN
futech-540	12	9	by	by	ADP
futech-540	12	10	developing	develop	VERB
futech-540	12	11	operational	operational	ADJ
futech-540	12	12	measurement	measurement	NOUN
futech-540	12	13	solutions	solution	NOUN
futech-540	12	14	for	for	ADP
futech-540	12	15	companies	company	NOUN
futech-540	12	16	going	go	VERB
futech-540	12	17	through	through	ADP
futech-540	12	18	workplace	workplace	NOUN
futech-540	12	19	redesign	redesign	NOUN
futech-540	12	20	due	due	ADP
futech-540	12	21	to	to	PART
futech-540	12	22	ai	ai	VERB
futech-540	12	23	.	.	PROPN
futech-540	12	24	1	1	X
futech-540	12	25	.	.	X
futech-540	12	26	introduction	introduction	NOUN
futech-540	12	27	the	the	DET
futech-540	12	28	introduction	introduction	NOUN
futech-540	12	29	of	of	ADP
futech-540	12	30	chatgpt	chatgpt	NOUN
futech-540	12	31	in	in	ADP
futech-540	12	32	november	november	PROPN
futech-540	12	33	2022	2022	NUM
futech-540	12	34	transformed	transform	VERB
futech-540	12	35	conventional	conventional	ADJ
futech-540	12	36	knowledge	knowledge	NOUN
futech-540	12	37	work	work	NOUN
futech-540	12	38	processes	process	NOUN
futech-540	12	39	,	,	PUNCT
futech-540	12	40	and	and	CCONJ
futech-540	12	41	never	never	ADV
futech-540	12	42	-	-	PUNCT
futech-540	12	43	before	before	ADV
futech-540	12	44	-	-	PUNCT
futech-540	12	45	seen	see	VERB
futech-540	12	46	problems	problem	NOUN
futech-540	12	47	were	be	AUX
futech-540	12	48	unveiled	unveil	VERB
futech-540	12	49	for	for	ADP
futech-540	12	50	humanexclusive	humanexclusive	ADJ
futech-540	12	51	task	task	PROPN
futech-540	12	52	accomplishment	accomplishment	NOUN
futech-540	12	53	-	-	PUNCT
futech-540	12	54	oriented	orient	VERB
futech-540	12	55	performance	performance	NOUN
futech-540	12	56	measurement	measurement	NOUN
futech-540	12	57	systems	system	NOUN
futech-540	13	1	[	[	X
futech-540	13	2	1	1	NUM
futech-540	13	3	]	]	PUNCT
futech-540	13	4	.	.	PUNCT
futech-540	14	1	generative	generative	ADJ
futech-540	14	2	ai	ai	ADJ
futech-540	14	3	-	-	PUNCT
futech-540	14	4	supported	support	VERB
futech-540	14	5	knowledge	knowledge	NOUN
futech-540	14	6	workers	worker	NOUN
futech-540	14	7	achieve	achieve	VERB
futech-540	14	8	tangible	tangible	ADJ
futech-540	14	9	gains	gain	NOUN
futech-540	14	10	in	in	ADP
futech-540	14	11	writing	writing	NOUN
futech-540	14	12	,	,	PUNCT
futech-540	14	13	programming	programming	NOUN
futech-540	14	14	,	,	PUNCT
futech-540	14	15	and	and	CCONJ
futech-540	14	16	analytical	analytical	ADJ
futech-540	14	17	work	work	NOUN
futech-540	14	18	[	[	X
futech-540	14	19	2	2	NUM
futech-540	14	20	]	]	PUNCT
futech-540	14	21	,	,	PUNCT
futech-540	14	22	and	and	CCONJ
futech-540	14	23	extensive	extensive	ADJ
futech-540	14	24	evidence	evidence	NOUN
futech-540	14	25	establishes	establish	VERB
futech-540	14	26	revolutionary	revolutionary	ADJ
futech-540	14	27	impacts	impact	NOUN
futech-540	14	28	on	on	ADP
futech-540	14	29	value	value	NOUN
futech-540	14	30	creation	creation	NOUN
futech-540	14	31	processes	process	NOUN
futech-540	14	32	in	in	ADP
futech-540	14	33	knowledge	knowledge	NOUN
futech-540	14	34	-	-	PUNCT
futech-540	14	35	intensive	intensive	ADJ
futech-540	14	36	environments	environment	NOUN
futech-540	15	1	[	[	X
futech-540	15	2	3	3	NUM
futech-540	15	3	]	]	PUNCT
futech-540	15	4	.	.	PUNCT
futech-540	16	1	institutions	institution	NOUN
futech-540	16	2	have	have	AUX
futech-540	16	3	seen	see	VERB
futech-540	16	4	greater	great	ADJ
futech-540	16	5	practice	practice	NOUN
futech-540	16	6	and	and	CCONJ
futech-540	16	7	administrative	administrative	ADJ
futech-540	16	8	procedure	procedure	NOUN
futech-540	16	9	adoption	adoption	NOUN
futech-540	16	10	of	of	ADP
futech-540	16	11	ai	ai	PROPN
futech-540	16	12	[	[	X
futech-540	16	13	4	4	NUM
futech-540	16	14	]	]	PUNCT
futech-540	16	15	,	,	PUNCT
futech-540	16	16	with	with	ADP
futech-540	16	17	stakeholder	stakeholder	NOUN
futech-540	16	18	research	research	NOUN
futech-540	16	19	showing	show	VERB
futech-540	16	20	significant	significant	ADJ
futech-540	16	21	effects	effect	NOUN
futech-540	16	22	on	on	ADP
futech-540	16	23	traditional	traditional	ADJ
futech-540	16	24	evaluation	evaluation	NOUN
futech-540	16	25	processes	process	NOUN
futech-540	16	26	[	[	X
futech-540	16	27	5	5	NUM
futech-540	16	28	]	]	PUNCT
futech-540	16	29	.	.	PUNCT
futech-540	17	1	studies	study	NOUN
futech-540	17	2	of	of	ADP
futech-540	17	3	student	student	NOUN
futech-540	17	4	writing	writing	NOUN
futech-540	17	5	demonstrate	demonstrate	VERB
futech-540	17	6	mature	mature	ADJ
futech-540	17	7	interactions	interaction	NOUN
futech-540	17	8	among	among	ADP
futech-540	17	9	ai	ai	PRON
futech-540	17	10	support	support	NOUN
futech-540	17	11	and	and	CCONJ
futech-540	17	12	skill	skill	NOUN
futech-540	17	13	development	development	NOUN
futech-540	17	14	,	,	PUNCT
futech-540	17	15	suggesting	suggest	VERB
futech-540	17	16	that	that	SCONJ
futech-540	17	17	traditional	traditional	ADJ
futech-540	17	18	measures	measure	NOUN
futech-540	17	19	do	do	AUX
futech-540	17	20	not	not	PART
futech-540	17	21	capture	capture	VERB
futech-540	17	22	real	real	ADJ
futech-540	17	23	capabilities	capability	NOUN
futech-540	17	24	well	well	ADV
futech-540	17	25	in	in	ADP
futech-540	17	26	ai	ai	ADJ
futech-540	17	27	-	-	PUNCT
futech-540	17	28	supported	support	VERB
futech-540	17	29	contexts	context	NOUN
futech-540	17	30	[	[	X
futech-540	17	31	6	6	NUM
futech-540	17	32	]	]	PUNCT
futech-540	17	33	.	.	PUNCT
futech-540	18	1	workplace	workplace	NOUN
futech-540	18	2	assimilation	assimilation	NOUN
futech-540	18	3	research	research	NOUN
futech-540	18	4	reveals	reveal	VERB
futech-540	18	5	chatgpt	chatgpt	NOUN
futech-540	18	6	exerts	exert	VERB
futech-540	18	7	a	a	DET
futech-540	18	8	significant	significant	ADJ
futech-540	18	9	influence	influence	NOUN
futech-540	18	10	on	on	ADP
futech-540	18	11	the	the	DET
futech-540	18	12	process	process	NOUN
futech-540	18	13	of	of	ADP
futech-540	18	14	knowledge	knowledge	NOUN
futech-540	18	15	workers	worker	NOUN
futech-540	18	16	searching	search	VERB
futech-540	18	17	for	for	ADP
futech-540	18	18	,	,	PUNCT
futech-540	18	19	processing	processing	NOUN
futech-540	18	20	,	,	PUNCT
futech-540	18	21	and	and	CCONJ
futech-540	18	22	making	make	VERB
futech-540	18	23	use	use	NOUN
futech-540	18	24	of	of	ADP
futech-540	18	25	information	information	NOUN
futech-540	18	26	sources	source	NOUN
futech-540	19	1	[	[	X
futech-540	19	2	7	7	NUM
futech-540	19	3	]	]	PUNCT
futech-540	19	4	.	.	PUNCT
futech-540	20	1	such	such	ADJ
futech-540	20	2	influence	influence	NOUN
futech-540	20	3	extends	extend	VERB
futech-540	20	4	far	far	ADV
futech-540	20	5	beyond	beyond	ADP
futech-540	20	6	micro	micro	ADJ
futech-540	20	7	productivity	productivity	NOUN
futech-540	20	8	effects	effect	NOUN
futech-540	20	9	at	at	ADP
futech-540	20	10	the	the	DET
futech-540	20	11	level	level	NOUN
futech-540	20	12	,	,	PUNCT
futech-540	20	13	qualitatively	qualitatively	ADV
futech-540	20	14	transforming	transform	VERB
futech-540	20	15	organizational	organizational	ADJ
futech-540	20	16	processes	process	NOUN
futech-540	20	17	and	and	CCONJ
futech-540	20	18	decision	decision	NOUN
futech-540	20	19	-	-	PUNCT
futech-540	20	20	making	make	VERB
futech-540	20	21	processes	process	NOUN
futech-540	20	22	.	.	PUNCT
futech-540	21	1	developing	develop	VERB
futech-540	21	2	evidence	evidence	NOUN
futech-540	21	3	suggests	suggest	VERB
futech-540	21	4	generative	generative	ADJ
futech-540	21	5	ai	ai	VERB
futech-540	21	6	adoption	adoption	NOUN
futech-540	21	7	is	be	AUX
futech-540	21	8	highly	highly	ADV
futech-540	21	9	heterogeneous	heterogeneous	ADJ
futech-540	21	10	across	across	ADP
futech-540	21	11	organizational	organizational	ADJ
futech-540	21	12	levels	level	NOUN
futech-540	21	13	,	,	PUNCT
futech-540	21	14	with	with	ADP
futech-540	21	15	knowledge	knowledge	NOUN
futech-540	21	16	workers	worker	NOUN
futech-540	21	17	at	at	ADP
futech-540	21	18	various	various	ADJ
futech-540	21	19	points	point	NOUN
futech-540	21	20	in	in	ADP
futech-540	21	21	their	their	PRON
futech-540	21	22	careers	career	NOUN
futech-540	21	23	presenting	present	VERB
futech-540	21	24	differential	differential	ADJ
futech-540	21	25	adoption	adoption	NOUN
futech-540	21	26	patterns	pattern	NOUN
futech-540	21	27	of	of	ADP
futech-540	21	28	ai	ai	VERB
futech-540	21	29	into	into	ADP
futech-540	21	30	work	work	NOUN
futech-540	21	31	.	.	PUNCT
futech-540	22	1	early	early	ADJ
futech-540	22	2	adopters	adopter	NOUN
futech-540	22	3	indicate	indicate	VERB
futech-540	22	4	that	that	SCONJ
futech-540	22	5	they	they	PRON
futech-540	22	6	spend	spend	VERB
futech-540	22	7	as	as	ADV
futech-540	22	8	much	much	ADJ
futech-540	22	9	as	as	ADP
futech-540	22	10	30	30	NUM
futech-540	22	11	%	%	NOUN
futech-540	22	12	of	of	ADP
futech-540	22	13	their	their	PRON
futech-540	22	14	working	work	VERB
futech-540	22	15	hours	hour	NOUN
futech-540	22	16	working	work	VERB
futech-540	22	17	with	with	ADP
futech-540	22	18	ai	ai	NOUN
futech-540	22	19	tools	tool	NOUN
futech-540	22	20	,	,	PUNCT
futech-540	22	21	raising	raise	VERB
futech-540	22	22	the	the	DET
futech-540	22	23	question	question	NOUN
futech-540	22	24	of	of	ADP
futech-540	22	25	how	how	SCONJ
futech-540	22	26	performance	performance	NOUN
futech-540	22	27	management	management	NOUN
futech-540	22	28	systems	system	NOUN
futech-540	22	29	need	need	VERB
futech-540	22	30	to	to	PART
futech-540	22	31	account	account	VERB
futech-540	22	32	for	for	ADP
futech-540	22	33	such	such	DET
futech-540	22	34	a	a	DET
futech-540	22	35	dramatic	dramatic	ADJ
futech-540	22	36	work	work	NOUN
futech-540	22	37	process	process	NOUN
futech-540	22	38	change	change	NOUN
futech-540	22	39	.	.	PUNCT
futech-540	23	1	organizations	organization	NOUN
futech-540	23	2	increasingly	increasingly	ADV
futech-540	23	3	have	have	VERB
futech-540	23	4	to	to	PART
futech-540	23	5	redefine	redefine	VERB
futech-540	23	6	performance	performance	NOUN
futech-540	23	7	metrics	metric	NOUN
futech-540	23	8	since	since	SCONJ
futech-540	23	9	conventional	conventional	ADJ
futech-540	23	10	output	output	NOUN
futech-540	23	11	measures	measure	NOUN
futech-540	23	12	are	be	AUX
futech-540	23	13	no	no	ADV
futech-540	23	14	longer	long	ADV
futech-540	23	15	able	able	ADJ
futech-540	23	16	to	to	PART
futech-540	23	17	capture	capture	VERB
futech-540	23	18	value	value	NOUN
futech-540	23	19	created	create	VERB
futech-540	23	20	in	in	ADP
futech-540	23	21	aiaided	aiaide	VERB
futech-540	23	22	processes	process	NOUN
futech-540	23	23	.	.	PUNCT
futech-540	24	1	seventy	seventy	NUM
futech-540	24	2	years	year	NOUN
futech-540	24	3	of	of	ADP
futech-540	24	4	performance	performance	NOUN
futech-540	24	5	management	management	NOUN
futech-540	24	6	research	research	NOUN
futech-540	24	7	are	be	AUX
futech-540	24	8	still	still	ADV
futech-540	24	9	held	hold	VERB
futech-540	24	10	back	back	ADP
futech-540	24	11	by	by	ADP
futech-540	24	12	models	model	NOUN
futech-540	24	13	that	that	PRON
futech-540	24	14	are	be	AUX
futech-540	24	15	designed	design	VERB
futech-540	24	16	for	for	ADP
futech-540	24	17	human	human	NOUN
futech-540	24	18	-	-	PUNCT
futech-540	24	19	alone	alone	ADJ
futech-540	24	20	performance	performance	NOUN
futech-540	24	21	[	[	X
futech-540	24	22	8	8	NUM
futech-540	24	23	]	]	PUNCT
futech-540	24	24	.	.	PUNCT
futech-540	25	1	evaluating	evaluate	VERB
futech-540	25	2	systems	system	NOUN
futech-540	25	3	have	have	AUX
futech-540	25	4	been	be	AUX
futech-540	25	5	february	february	PROPN
futech-540	25	6	2026|	2026|	NUM
futech-540	25	7	volume	volume	NOUN
futech-540	25	8	05	05	NUM
futech-540	26	1	|	|	ADV
futech-540	26	2	issue	issue	NOUN
futech-540	26	3	01	01	NUM
futech-540	27	1	|	|	ADV
futech-540	27	2	pages	page	VERB
futech-540	27	3	47	47	NUM
futech-540	27	4	-	-	SYM
futech-540	27	5	54	54	NUM
futech-540	27	6	issn	issn	PROPN
futech-540	27	7	2832	2832	NUM
futech-540	27	8	-	-	SYM
futech-540	27	9	0379	0379	NUM
futech-540	27	10	open	open	ADJ
futech-540	27	11	access	access	NOUN
futech-540	27	12	journal	journal	PROPN
futech-540	27	13	journal	journal	PROPN
futech-540	27	14	homepage	homepage	NOUN
futech-540	27	15	:	:	PUNCT
futech-540	28	1	https://fupubco.com/futech	https://fupubco.com/futech	PROPN
futech-540	28	2	https://doi.org/10.55670/fpll.futech.5.1.5	https://doi.org/10.55670/fpll.futech.5.1.5	VERB
futech-540	28	3	future	future	ADJ
futech-540	28	4	technology	technology	PROPN
futech-540	28	5	mailto:20020721yuzhicheng@gmail.com	mailto:20020721yuzhicheng@gmail.com	PROPN
futech-540	29	1	https://fupubco.com/futech	https://fupubco.com/futech	PROPN
futech-540	29	2	https://doi.org/10.55670/fpll.futech.5.1.5	https://doi.org/10.55670/fpll.futech.5.1.5	PROPN
futech-540	29	3	zhixin	zhixin	PROPN
futech-540	29	4	yu	yu	PROPN
futech-540	29	5	&	&	CCONJ
futech-540	29	6	zhicheng	zhicheng	PROPN
futech-540	29	7	yu	yu	PROPN
futech-540	29	8	/future	/future	PROPN
futech-540	29	9	technology	technology	PROPN
futech-540	29	10	february	february	PROPN
futech-540	29	11	2026|	2026|	NUM
futech-540	29	12	volume	volume	NOUN
futech-540	29	13	05	05	NUM
futech-540	30	1	|	|	ADV
futech-540	30	2	issue	issue	NOUN
futech-540	30	3	01	01	NUM
futech-540	31	1	|	|	ADV
futech-540	31	2	pages	page	VERB
futech-540	31	3	47	47	NUM
futech-540	31	4	-	-	SYM
futech-540	31	5	54	54	NUM
futech-540	31	6	48	48	NUM
futech-540	31	7	radically	radically	ADV
futech-540	31	8	transformed	transform	VERB
futech-540	31	9	,	,	PUNCT
futech-540	31	10	but	but	CCONJ
futech-540	31	11	can	can	AUX
futech-540	31	12	not	not	PART
futech-540	31	13	support	support	VERB
futech-540	31	14	ai	ai	VERB
futech-540	31	15	-	-	PUNCT
futech-540	31	16	driven	drive	VERB
futech-540	31	17	work	work	NOUN
futech-540	31	18	processes	process	NOUN
futech-540	31	19	[	[	X
futech-540	31	20	9	9	NUM
futech-540	31	21	]	]	PUNCT
futech-540	31	22	.	.	PUNCT
futech-540	32	1	the	the	DET
futech-540	32	2	literature	literature	NOUN
futech-540	32	3	of	of	ADP
futech-540	32	4	organizational	organizational	ADJ
futech-540	32	5	behavior	behavior	NOUN
futech-540	32	6	can	can	AUX
futech-540	32	7	determine	determine	VERB
futech-540	32	8	ai	ai	VERB
futech-540	32	9	multi	multi	ADJ
futech-540	32	10	-	-	ADJ
futech-540	32	11	dimensional	dimensional	ADJ
futech-540	32	12	workplace	workplace	NOUN
futech-540	32	13	effects	effect	NOUN
futech-540	32	14	,	,	PUNCT
futech-540	32	15	but	but	CCONJ
futech-540	32	16	is	be	AUX
futech-540	32	17	not	not	PART
futech-540	32	18	sufficiently	sufficiently	ADV
futech-540	32	19	prepared	prepare	VERB
futech-540	32	20	with	with	ADP
futech-540	32	21	systems	system	NOUN
futech-540	32	22	to	to	PART
futech-540	32	23	measure	measure	VERB
futech-540	32	24	hybrid	hybrid	ADJ
futech-540	32	25	performance	performance	NOUN
futech-540	32	26	[	[	X
futech-540	32	27	10	10	NUM
futech-540	32	28	]	]	PUNCT
futech-540	32	29	.	.	PUNCT
futech-540	33	1	methodological	methodological	ADJ
futech-540	33	2	controversy	controversy	NOUN
futech-540	33	3	still	still	ADV
futech-540	33	4	suggests	suggest	VERB
futech-540	33	5	ai	ai	VERB
futech-540	33	6	evaluation	evaluation	NOUN
futech-540	33	7	processes	process	NOUN
futech-540	33	8	are	be	AUX
futech-540	33	9	task	task	NOUN
futech-540	33	10	-	-	PUNCT
futech-540	33	11	dependent	dependent	ADJ
futech-540	33	12	and	and	CCONJ
futech-540	33	13	not	not	PART
futech-540	33	14	universally	universally	ADV
futech-540	33	15	applicable	applicable	ADJ
futech-540	33	16	[	[	X
futech-540	33	17	11	11	NUM
futech-540	33	18	]	]	PUNCT
futech-540	33	19	.	.	PUNCT
futech-540	34	1	empirical	empirical	ADJ
futech-540	34	2	research	research	NOUN
futech-540	34	3	indicates	indicate	VERB
futech-540	34	4	ai	ai	VERB
futech-540	34	5	collaboration	collaboration	NOUN
futech-540	34	6	improves	improve	VERB
futech-540	34	7	organizational	organizational	ADJ
futech-540	34	8	performance	performance	NOUN
futech-540	34	9	through	through	ADP
futech-540	34	10	improved	improve	VERB
futech-540	34	11	resource	resource	NOUN
futech-540	34	12	coordination	coordination	NOUN
futech-540	34	13	[	[	X
futech-540	34	14	12	12	NUM
futech-540	34	15	]	]	PUNCT
futech-540	34	16	.	.	PUNCT
futech-540	35	1	human	human	ADJ
futech-540	35	2	-	-	PUNCT
futech-540	35	3	ai	ai	NOUN
futech-540	35	4	collaboration	collaboration	NOUN
futech-540	35	5	evidence	evidence	NOUN
futech-540	35	6	varies	vary	VERB
futech-540	35	7	on	on	ADP
futech-540	35	8	employee	employee	NOUN
futech-540	35	9	performance	performance	NOUN
futech-540	35	10	,	,	PUNCT
futech-540	35	11	particularly	particularly	ADV
futech-540	35	12	in	in	ADP
futech-540	35	13	safety	safety	NOUN
futech-540	35	14	-	-	PUNCT
futech-540	35	15	sensitive	sensitive	ADJ
futech-540	35	16	domains	domain	NOUN
futech-540	35	17	[	[	X
futech-540	35	18	13	13	NUM
futech-540	35	19	]	]	PUNCT
futech-540	35	20	.	.	PUNCT
futech-540	36	1	experiments	experiment	NOUN
futech-540	36	2	indicate	indicate	VERB
futech-540	36	3	that	that	SCONJ
futech-540	36	4	explainable	explainable	ADJ
futech-540	36	5	ai	ai	VERB
futech-540	36	6	improves	improve	VERB
futech-540	36	7	group	group	NOUN
futech-540	36	8	task	task	NOUN
futech-540	36	9	performance	performance	NOUN
futech-540	36	10	,	,	PUNCT
futech-540	36	11	but	but	CCONJ
futech-540	36	12	traditional	traditional	ADJ
futech-540	36	13	frameworks	framework	NOUN
futech-540	36	14	fail	fail	VERB
futech-540	36	15	to	to	PART
futech-540	36	16	reflect	reflect	VERB
futech-540	36	17	these	these	DET
futech-540	36	18	interactions	interaction	NOUN
futech-540	36	19	[	[	X
futech-540	36	20	14	14	NUM
futech-540	36	21	]	]	PUNCT
futech-540	36	22	.	.	PUNCT
futech-540	37	1	human	human	NOUN
futech-540	37	2	-	-	PUNCT
futech-540	37	3	centered	center	VERB
futech-540	37	4	ai	ai	NOUN
futech-540	37	5	teaming	team	VERB
futech-540	37	6	frameworks	framework	NOUN
futech-540	37	7	emphasize	emphasize	VERB
futech-540	37	8	maintaining	maintain	VERB
futech-540	37	9	human	human	ADJ
futech-540	37	10	agency	agency	NOUN
futech-540	37	11	in	in	ADP
futech-540	37	12	combination	combination	NOUN
futech-540	37	13	with	with	ADP
futech-540	37	14	enhanced	enhanced	ADJ
futech-540	37	15	technological	technological	ADJ
futech-540	37	16	capability	capability	NOUN
futech-540	37	17	[	[	X
futech-540	37	18	15	15	NUM
futech-540	37	19	]	]	PUNCT
futech-540	37	20	.	.	PUNCT
futech-540	38	1	generative	generative	NOUN
futech-540	38	2	ai	ai	VERB
futech-540	38	3	has	have	AUX
futech-540	38	4	uncovered	uncover	VERB
futech-540	38	5	inbuilt	inbuilt	ADJ
futech-540	38	6	constraints	constraint	NOUN
futech-540	38	7	in	in	ADP
futech-540	38	8	existing	exist	VERB
futech-540	38	9	performance	performance	NOUN
futech-540	38	10	evaluation	evaluation	NOUN
futech-540	38	11	processes	process	NOUN
futech-540	38	12	reliant	reliant	ADJ
futech-540	38	13	on	on	ADP
futech-540	38	14	human	human	ADJ
futech-540	38	15	mental	mental	ADJ
futech-540	38	16	effort	effort	NOUN
futech-540	38	17	as	as	ADP
futech-540	38	18	the	the	DET
futech-540	38	19	sole	sole	ADJ
futech-540	38	20	source	source	NOUN
futech-540	38	21	of	of	ADP
futech-540	38	22	organizational	organizational	ADJ
futech-540	38	23	value	value	NOUN
futech-540	38	24	production	production	NOUN
futech-540	38	25	.	.	PUNCT
futech-540	39	1	contemporary	contemporary	ADJ
futech-540	39	2	evaluation	evaluation	NOUN
futech-540	39	3	systems	system	NOUN
futech-540	39	4	measure	measure	VERB
futech-540	39	5	human	human	ADJ
futech-540	39	6	potential	potential	NOUN
futech-540	39	7	against	against	ADP
futech-540	39	8	established	establish	VERB
futech-540	39	9	standards	standard	NOUN
futech-540	39	10	,	,	PUNCT
futech-540	39	11	assuming	assume	VERB
futech-540	39	12	evident	evident	ADJ
futech-540	39	13	human	human	ADJ
futech-540	39	14	performance	performance	NOUN
futech-540	39	15	at	at	ADP
futech-540	39	16	tasks	task	NOUN
futech-540	39	17	.	.	PUNCT
futech-540	40	1	however	however	ADV
futech-540	40	2	,	,	PUNCT
futech-540	40	3	for	for	ADP
futech-540	40	4	ai	ai	PROPN
futech-540	40	5	scenarios	scenario	NOUN
futech-540	40	6	,	,	PUNCT
futech-540	40	7	performance	performance	NOUN
futech-540	40	8	becomes	become	VERB
futech-540	40	9	increasingly	increasingly	ADV
futech-540	40	10	dependent	dependent	ADJ
futech-540	40	11	on	on	ADP
futech-540	40	12	the	the	DET
futech-540	40	13	metacompetence	metacompetence	NOUN
futech-540	40	14	of	of	ADP
futech-540	40	15	staff	staff	NOUN
futech-540	40	16	to	to	PART
futech-540	40	17	successfully	successfully	ADV
futech-540	40	18	enable	enable	VERB
futech-540	40	19	human	human	ADJ
futech-540	40	20	-	-	PUNCT
futech-540	40	21	ai	ai	NOUN
futech-540	40	22	collaboration	collaboration	NOUN
futech-540	40	23	—	—	PUNCT
futech-540	40	24	a	a	DET
futech-540	40	25	function	function	NOUN
futech-540	40	26	foreign	foreign	ADJ
futech-540	40	27	to	to	ADP
futech-540	40	28	classic	classic	ADJ
futech-540	40	29	models	model	NOUN
futech-540	40	30	and	and	CCONJ
futech-540	40	31	unmeasured	unmeasure	VERB
futech-540	40	32	by	by	ADP
futech-540	40	33	them	they	PRON
futech-540	40	34	.	.	PUNCT
futech-540	41	1	misalignments	misalignment	NOUN
futech-540	41	2	such	such	ADJ
futech-540	41	3	as	as	ADP
futech-540	41	4	these	these	PRON
futech-540	41	5	between	between	ADP
futech-540	41	6	measurement	measurement	NOUN
futech-540	41	7	and	and	CCONJ
futech-540	41	8	actual	actual	ADJ
futech-540	41	9	practice	practice	NOUN
futech-540	41	10	produce	produce	VERB
futech-540	41	11	systemically	systemically	ADV
futech-540	41	12	blind	blind	ADJ
futech-540	41	13	company	company	NOUN
futech-540	41	14	talent	talent	NOUN
futech-540	41	15	management	management	NOUN
futech-540	41	16	.	.	PUNCT
futech-540	42	1	trust	trust	NOUN
futech-540	42	2	machinery	machinery	NOUN
futech-540	42	3	exerts	exert	VERB
futech-540	42	4	compelling	compelling	ADJ
futech-540	42	5	forces	force	NOUN
futech-540	42	6	on	on	ADP
futech-540	42	7	human	human	ADJ
futech-540	42	8	-	-	PUNCT
futech-540	42	9	ai	ai	NOUN
futech-540	42	10	quality	quality	NOUN
futech-540	42	11	of	of	ADP
futech-540	42	12	decision	decision	NOUN
futech-540	42	13	-	-	PUNCT
futech-540	42	14	making	making	NOUN
futech-540	42	15	but	but	CCONJ
futech-540	42	16	lies	lie	NOUN
futech-540	42	17	beyond	beyond	ADP
futech-540	42	18	existing	exist	VERB
futech-540	42	19	systems	system	NOUN
futech-540	42	20	[	[	X
futech-540	42	21	16	16	NUM
futech-540	42	22	]	]	PUNCT
futech-540	42	23	.	.	PUNCT
futech-540	43	1	despite	despite	SCONJ
futech-540	43	2	these	these	DET
futech-540	43	3	constraints	constraint	NOUN
futech-540	43	4	,	,	PUNCT
futech-540	43	5	performance	performance	NOUN
futech-540	43	6	appraisal	appraisal	NOUN
futech-540	43	7	systems	system	NOUN
futech-540	43	8	are	be	AUX
futech-540	43	9	a	a	DET
futech-540	43	10	long	long	ADV
futech-540	43	11	-	-	PUNCT
futech-540	43	12	standing	stand	VERB
futech-540	43	13	organizational	organizational	ADJ
futech-540	43	14	value	value	NOUN
futech-540	43	15	as	as	ADV
futech-540	43	16	much	much	ADV
futech-540	43	17	as	as	SCONJ
futech-540	43	18	quality	quality	NOUN
futech-540	43	19	management	management	NOUN
futech-540	43	20	perspectives	perspective	NOUN
futech-540	43	21	are	be	AUX
futech-540	43	22	concerned	concern	VERB
futech-540	43	23	[	[	X
futech-540	43	24	17	17	NUM
futech-540	43	25	]	]	PUNCT
futech-540	43	26	.	.	PUNCT
futech-540	44	1	systematic	systematic	ADJ
futech-540	44	2	reviews	review	NOUN
futech-540	44	3	confirm	confirm	VERB
futech-540	44	4	global	global	ADJ
futech-540	44	5	trends	trend	NOUN
futech-540	44	6	in	in	ADP
futech-540	44	7	building	building	NOUN
futech-540	44	8	skills	skill	NOUN
futech-540	44	9	,	,	PUNCT
futech-540	44	10	with	with	ADP
futech-540	44	11	evidence	evidence	NOUN
futech-540	44	12	noting	note	VERB
futech-540	44	13	growing	grow	VERB
futech-540	44	14	upskilling	upskille	VERB
futech-540	44	15	and	and	CCONJ
futech-540	44	16	reskilling	reskille	VERB
futech-540	44	17	requirements	requirement	NOUN
futech-540	44	18	as	as	SCONJ
futech-540	44	19	ai	ai	NOUN
futech-540	44	20	penetration	penetration	NOUN
futech-540	44	21	is	be	AUX
futech-540	44	22	getting	get	VERB
futech-540	44	23	deeper	deep	ADJ
futech-540	44	24	roots	root	NOUN
futech-540	44	25	in	in	ADP
futech-540	44	26	industries	industry	NOUN
futech-540	44	27	[	[	X
futech-540	44	28	18	18	NUM
futech-540	44	29	,	,	PUNCT
futech-540	44	30	19	19	NUM
futech-540	44	31	]	]	PUNCT
futech-540	44	32	.	.	PUNCT
futech-540	45	1	despite	despite	SCONJ
futech-540	45	2	growing	grow	VERB
futech-540	45	3	academic	academic	ADJ
futech-540	45	4	interest	interest	NOUN
futech-540	45	5	in	in	ADP
futech-540	45	6	ai	ai	ADJ
futech-540	45	7	employment	employment	NOUN
futech-540	45	8	effects	effect	NOUN
futech-540	45	9	,	,	PUNCT
futech-540	45	10	the	the	DET
futech-540	45	11	literature	literature	NOUN
futech-540	45	12	inadequately	inadequately	ADV
futech-540	45	13	addresses	address	VERB
futech-540	45	14	performance	performance	NOUN
futech-540	45	15	appraisal	appraisal	NOUN
futech-540	45	16	reconstruction	reconstruction	NOUN
futech-540	45	17	.	.	PUNCT
futech-540	46	1	while	while	SCONJ
futech-540	46	2	research	research	NOUN
futech-540	46	3	addresses	address	NOUN
futech-540	46	4	operational	operational	ADJ
futech-540	46	5	and	and	CCONJ
futech-540	46	6	safety	safety	NOUN
futech-540	46	7	dimensions	dimension	NOUN
futech-540	46	8	of	of	ADP
futech-540	46	9	human	human	ADJ
futech-540	46	10	-	-	PUNCT
futech-540	46	11	ai	ai	NOUN
futech-540	46	12	collaboration	collaboration	NOUN
futech-540	46	13	,	,	PUNCT
futech-540	46	14	it	it	PRON
futech-540	46	15	abstains	abstain	VERB
futech-540	46	16	from	from	ADP
futech-540	46	17	considering	consider	VERB
futech-540	46	18	primary	primary	ADJ
futech-540	46	19	measurement	measurement	NOUN
futech-540	46	20	and	and	CCONJ
futech-540	46	21	evaluation	evaluation	NOUN
futech-540	46	22	concerns	concern	NOUN
futech-540	46	23	,	,	PUNCT
futech-540	46	24	leaving	leave	VERB
futech-540	46	25	the	the	DET
futech-540	46	26	literature	literature	NOUN
futech-540	46	27	ungrounded	ungrounded	ADJ
futech-540	46	28	in	in	ADP
futech-540	46	29	adequate	adequate	ADJ
futech-540	46	30	theory	theory	NOUN
futech-540	46	31	incorporating	incorporate	VERB
futech-540	46	32	classical	classical	ADJ
futech-540	46	33	evaluation	evaluation	NOUN
futech-540	46	34	cultures	culture	NOUN
futech-540	46	35	and	and	CCONJ
futech-540	46	36	ai	ai	AUX
futech-540	46	37	-	-	PUNCT
futech-540	46	38	enabled	enable	VERB
futech-540	46	39	workplaces	workplace	NOUN
futech-540	46	40	.	.	PUNCT
futech-540	47	1	to	to	PART
futech-540	47	2	address	address	VERB
futech-540	47	3	these	these	DET
futech-540	47	4	gaps	gap	NOUN
futech-540	47	5	,	,	PUNCT
futech-540	47	6	this	this	DET
futech-540	47	7	study	study	NOUN
futech-540	47	8	pursues	pursue	VERB
futech-540	47	9	three	three	NUM
futech-540	47	10	specific	specific	ADJ
futech-540	47	11	objectives	objective	NOUN
futech-540	47	12	:	:	PUNCT
futech-540	47	13	(	(	PUNCT
futech-540	47	14	1	1	X
futech-540	47	15	)	)	PUNCT
futech-540	47	16	quantify	quantify	VERB
futech-540	47	17	the	the	DET
futech-540	47	18	transformation	transformation	NOUN
futech-540	47	19	of	of	ADP
futech-540	47	20	knowledge	knowledge	NOUN
futech-540	47	21	worker	worker	NOUN
futech-540	47	22	skill	skill	NOUN
futech-540	47	23	requirements	requirement	NOUN
futech-540	47	24	following	follow	VERB
futech-540	47	25	chatgpt	chatgpt	NOUN
futech-540	47	26	's	's	PART
futech-540	47	27	release	release	NOUN
futech-540	47	28	through	through	ADP
futech-540	47	29	systematic	systematic	ADJ
futech-540	47	30	analysis	analysis	NOUN
futech-540	47	31	of	of	ADP
futech-540	47	32	job	job	NOUN
futech-540	47	33	market	market	NOUN
futech-540	47	34	data	datum	NOUN
futech-540	47	35	;	;	PUNCT
futech-540	47	36	(	(	PUNCT
futech-540	47	37	2	2	X
futech-540	47	38	)	)	PUNCT
futech-540	47	39	assess	assess	VERB
futech-540	47	40	the	the	DET
futech-540	47	41	economic	economic	ADJ
futech-540	47	42	value	value	NOUN
futech-540	47	43	of	of	ADP
futech-540	47	44	ai	ai	ADJ
futech-540	47	45	competencies	competency	NOUN
futech-540	47	46	by	by	ADP
futech-540	47	47	examining	examine	VERB
futech-540	47	48	compensation	compensation	NOUN
futech-540	47	49	differentials	differential	NOUN
futech-540	47	50	across	across	ADP
futech-540	47	51	industries	industry	NOUN
futech-540	47	52	and	and	CCONJ
futech-540	47	53	organizational	organizational	ADJ
futech-540	47	54	levels	level	NOUN
futech-540	47	55	;	;	PUNCT
futech-540	47	56	and	and	CCONJ
futech-540	47	57	(	(	PUNCT
futech-540	47	58	3	3	X
futech-540	47	59	)	)	PUNCT
futech-540	47	60	develop	develop	VERB
futech-540	47	61	a	a	DET
futech-540	47	62	three	three	NUM
futech-540	47	63	-	-	PUNCT
futech-540	47	64	dimensional	dimensional	ADJ
futech-540	47	65	performance	performance	NOUN
futech-540	47	66	evaluation	evaluation	NOUN
futech-540	47	67	framework	framework	NOUN
futech-540	47	68	specifically	specifically	ADV
futech-540	47	69	designed	design	VERB
futech-540	47	70	for	for	ADP
futech-540	47	71	human	human	NOUN
futech-540	47	72	-	-	PUNCT
futech-540	47	73	ai	ai	NOUN
futech-540	47	74	collaborative	collaborative	ADJ
futech-540	47	75	work	work	NOUN
futech-540	47	76	environments	environment	NOUN
futech-540	47	77	.	.	PUNCT
futech-540	48	1	this	this	DET
futech-540	48	2	research	research	NOUN
futech-540	48	3	makes	make	VERB
futech-540	48	4	three	three	NUM
futech-540	48	5	distinct	distinct	ADJ
futech-540	48	6	contributions	contribution	NOUN
futech-540	48	7	that	that	PRON
futech-540	48	8	differentiate	differentiate	VERB
futech-540	48	9	it	it	PRON
futech-540	48	10	from	from	ADP
futech-540	48	11	existing	exist	VERB
futech-540	48	12	literature	literature	NOUN
futech-540	48	13	.	.	PUNCT
futech-540	49	1	first	first	ADV
futech-540	49	2	,	,	PUNCT
futech-540	49	3	it	it	PRON
futech-540	49	4	provides	provide	VERB
futech-540	49	5	the	the	DET
futech-540	49	6	first	first	ADJ
futech-540	49	7	large	large	ADJ
futech-540	49	8	-	-	PUNCT
futech-540	49	9	scale	scale	NOUN
futech-540	49	10	empirical	empirical	ADJ
futech-540	49	11	analysis	analysis	NOUN
futech-540	49	12	(	(	PUNCT
futech-540	49	13	5,000	5,000	NUM
futech-540	49	14	job	job	NOUN
futech-540	49	15	postings	posting	NOUN
futech-540	49	16	,	,	PUNCT
futech-540	49	17	2,000	2,000	NUM
futech-540	49	18	salary	salary	NOUN
futech-540	49	19	records	record	NOUN
futech-540	49	20	)	)	PUNCT
futech-540	49	21	of	of	ADP
futech-540	49	22	post	post	ADJ
futech-540	49	23	-	-	ADJ
futech-540	49	24	chatgpt	chatgpt	ADJ
futech-540	49	25	performance	performance	NOUN
futech-540	49	26	requirements	requirement	NOUN
futech-540	49	27	,	,	PUNCT
futech-540	49	28	moving	move	VERB
futech-540	49	29	beyond	beyond	ADP
futech-540	49	30	theoretical	theoretical	ADJ
futech-540	49	31	discussions	discussion	NOUN
futech-540	49	32	to	to	ADP
futech-540	49	33	market	market	NOUN
futech-540	49	34	-	-	PUNCT
futech-540	49	35	driven	drive	VERB
futech-540	49	36	evidence	evidence	NOUN
futech-540	49	37	.	.	PUNCT
futech-540	50	1	second	second	ADJ
futech-540	50	2	,	,	PUNCT
futech-540	50	3	while	while	SCONJ
futech-540	50	4	prior	prior	ADJ
futech-540	50	5	studies	study	NOUN
futech-540	50	6	examine	examine	VERB
futech-540	50	7	human	human	ADJ
futech-540	50	8	-	-	PUNCT
futech-540	50	9	ai	ai	NOUN
futech-540	50	10	collaboration	collaboration	NOUN
futech-540	50	11	in	in	ADP
futech-540	50	12	isolated	isolated	ADJ
futech-540	50	13	tasks	task	NOUN
futech-540	50	14	,	,	PUNCT
futech-540	50	15	this	this	DET
futech-540	50	16	framework	framework	NOUN
futech-540	50	17	systematically	systematically	ADV
futech-540	50	18	measures	measure	VERB
futech-540	50	19	hybrid	hybrid	ADJ
futech-540	50	20	competencies	competency	NOUN
futech-540	50	21	across	across	ADP
futech-540	50	22	organizational	organizational	ADJ
futech-540	50	23	contexts	context	NOUN
futech-540	50	24	through	through	ADP
futech-540	50	25	three	three	NUM
futech-540	50	26	integrated	integrate	VERB
futech-540	50	27	dimensions	dimension	NOUN
futech-540	50	28	.	.	PUNCT
futech-540	51	1	third	third	ADJ
futech-540	51	2	,	,	PUNCT
futech-540	51	3	the	the	DET
futech-540	51	4	documented	document	VERB
futech-540	51	5	376	376	NUM
futech-540	51	6	%	%	NOUN
futech-540	51	7	growth	growth	NOUN
futech-540	51	8	in	in	ADP
futech-540	51	9	ai	ai	NOUN
futech-540	51	10	skills	skill	NOUN
futech-540	51	11	demand	demand	NOUN
futech-540	51	12	and	and	CCONJ
futech-540	51	13	17.7	17.7	NUM
futech-540	51	14	%	%	NOUN
futech-540	51	15	salary	salary	NOUN
futech-540	51	16	premium	premium	NOUN
futech-540	51	17	establishes	establish	VERB
futech-540	51	18	economic	economic	ADJ
futech-540	51	19	validation	validation	NOUN
futech-540	51	20	absent	absent	ADJ
futech-540	51	21	in	in	ADP
futech-540	51	22	existing	exist	VERB
futech-540	51	23	performance	performance	NOUN
futech-540	51	24	management	management	NOUN
futech-540	51	25	literature	literature	NOUN
futech-540	51	26	,	,	PUNCT
futech-540	51	27	demonstrating	demonstrate	VERB
futech-540	51	28	that	that	SCONJ
futech-540	51	29	traditional	traditional	ADJ
futech-540	51	30	evaluation	evaluation	NOUN
futech-540	51	31	systems	system	NOUN
futech-540	51	32	systematically	systematically	ADV
futech-540	51	33	undervalue	undervalue	VERB
futech-540	51	34	emerging	emerge	VERB
futech-540	51	35	workplace	workplace	NOUN
futech-540	51	36	capabilities	capability	NOUN
futech-540	51	37	.	.	PUNCT
futech-540	52	1	2	2	X
futech-540	52	2	.	.	X
futech-540	52	3	research	research	NOUN
futech-540	52	4	design	design	NOUN
futech-540	52	5	and	and	CCONJ
futech-540	52	6	methodology	methodology	NOUN
futech-540	52	7	2.1	2.1	NUM
futech-540	52	8	research	research	NOUN
futech-540	52	9	design	design	NOUN
futech-540	52	10	this	this	DET
futech-540	52	11	study	study	NOUN
futech-540	52	12	adopts	adopt	VERB
futech-540	52	13	a	a	DET
futech-540	52	14	quantitative	quantitative	ADJ
futech-540	52	15	research	research	NOUN
futech-540	52	16	design	design	NOUN
futech-540	52	17	using	use	VERB
futech-540	52	18	systematic	systematic	ADJ
futech-540	52	19	analysis	analysis	NOUN
futech-540	52	20	of	of	ADP
futech-540	52	21	publicly	publicly	ADV
futech-540	52	22	available	available	ADJ
futech-540	52	23	employment	employment	NOUN
futech-540	52	24	market	market	NOUN
futech-540	52	25	data	datum	NOUN
futech-540	52	26	to	to	PART
futech-540	52	27	investigate	investigate	VERB
futech-540	52	28	performance	performance	NOUN
futech-540	52	29	evaluation	evaluation	NOUN
futech-540	52	30	transformation	transformation	NOUN
futech-540	52	31	in	in	ADP
futech-540	52	32	the	the	DET
futech-540	52	33	chatgpt	chatgpt	NOUN
futech-540	52	34	era	era	NOUN
futech-540	52	35	.	.	PUNCT
futech-540	53	1	the	the	DET
futech-540	53	2	conceptual	conceptual	ADJ
futech-540	53	3	framework	framework	NOUN
futech-540	53	4	(	(	PUNCT
futech-540	53	5	figure	figure	NOUN
futech-540	53	6	1	1	NUM
futech-540	53	7	)	)	PUNCT
futech-540	53	8	illustrates	illustrate	VERB
futech-540	53	9	the	the	DET
futech-540	53	10	paradigmatic	paradigmatic	ADJ
futech-540	53	11	shift	shift	NOUN
futech-540	53	12	from	from	ADP
futech-540	53	13	individual	individual	ADJ
futech-540	53	14	-	-	PUNCT
futech-540	53	15	focused	focus	VERB
futech-540	53	16	assessment	assessment	NOUN
futech-540	53	17	to	to	ADP
futech-540	53	18	collaborative	collaborative	ADJ
futech-540	53	19	human	human	ADJ
futech-540	53	20	-	-	PUNCT
futech-540	53	21	ai	ai	NOUN
futech-540	53	22	effectiveness	effectiveness	NOUN
futech-540	53	23	evaluation	evaluation	NOUN
futech-540	53	24	[	[	X
futech-540	53	25	20	20	NUM
futech-540	53	26	]	]	PUNCT
futech-540	53	27	.	.	PUNCT
futech-540	54	1	the	the	DET
futech-540	54	2	research	research	NOUN
futech-540	54	3	employs	employ	VERB
futech-540	54	4	a	a	DET
futech-540	54	5	secondary	secondary	ADJ
futech-540	54	6	data	datum	NOUN
futech-540	54	7	analysis	analysis	NOUN
futech-540	54	8	approach	approach	NOUN
futech-540	54	9	to	to	PART
futech-540	54	10	capture	capture	VERB
futech-540	54	11	the	the	DET
futech-540	54	12	evolutionary	evolutionary	ADJ
futech-540	54	13	trajectory	trajectory	NOUN
futech-540	54	14	of	of	ADP
futech-540	54	15	knowledge	knowledge	NOUN
futech-540	54	16	worker	worker	NOUN
futech-540	54	17	performance	performance	NOUN
futech-540	54	18	requirements	requirement	NOUN
futech-540	54	19	[	[	X
futech-540	54	20	21	21	NUM
futech-540	54	21	]	]	PUNCT
futech-540	54	22	.	.	PUNCT
futech-540	55	1	the	the	DET
futech-540	55	2	study	study	NOUN
futech-540	55	3	leverages	leverage	VERB
futech-540	55	4	job	job	NOUN
futech-540	55	5	posting	post	VERB
futech-540	55	6	data	datum	NOUN
futech-540	55	7	from	from	ADP
futech-540	55	8	linkedin	linkedin	NOUN
futech-540	55	9	(	(	PUNCT
futech-540	55	10	5,000	5,000	NUM
futech-540	55	11	positions	position	NOUN
futech-540	55	12	)	)	PUNCT
futech-540	55	13	and	and	CCONJ
futech-540	55	14	salary	salary	NOUN
futech-540	55	15	information	information	NOUN
futech-540	55	16	from	from	ADP
futech-540	55	17	indeed	indeed	ADV
futech-540	55	18	(	(	PUNCT
futech-540	55	19	2,000	2,000	NUM
futech-540	55	20	entries	entry	NOUN
futech-540	55	21	)	)	PUNCT
futech-540	55	22	,	,	PUNCT
futech-540	55	23	spanning	span	VERB
futech-540	55	24	2022	2022	NUM
futech-540	55	25	-	-	SYM
futech-540	55	26	2024	2024	NUM
futech-540	55	27	,	,	PUNCT
futech-540	55	28	to	to	PART
futech-540	55	29	provide	provide	VERB
futech-540	55	30	an	an	DET
futech-540	55	31	empirical	empirical	ADJ
futech-540	55	32	foundation	foundation	NOUN
futech-540	55	33	for	for	ADP
futech-540	55	34	understanding	understand	VERB
futech-540	55	35	the	the	DET
futech-540	55	36	transition	transition	NOUN
futech-540	55	37	from	from	ADP
futech-540	55	38	outputbased	outputbase	VERB
futech-540	55	39	metrics	metric	NOUN
futech-540	55	40	to	to	ADP
futech-540	55	41	ai	ai	VERB
futech-540	55	42	-	-	PUNCT
futech-540	55	43	collaborative	collaborative	ADJ
futech-540	55	44	competencies	competency	NOUN
futech-540	55	45	.	.	PUNCT
futech-540	56	1	key	key	ADJ
futech-540	56	2	operational	operational	ADJ
futech-540	56	3	definitions	definition	NOUN
futech-540	56	4	are	be	AUX
futech-540	56	5	provided	provide	VERB
futech-540	56	6	below	below	ADV
futech-540	56	7	.	.	PUNCT
futech-540	57	1	human	human	ADJ
futech-540	57	2	-	-	PUNCT
futech-540	57	3	ai	ai	NOUN
futech-540	57	4	collaborative	collaborative	ADJ
futech-540	57	5	work	work	NOUN
futech-540	57	6	denotes	denote	NOUN
futech-540	57	7	task	task	PROPN
futech-540	57	8	completion	completion	PROPN
futech-540	57	9	wherein	wherein	SCONJ
futech-540	57	10	knowledge	knowledge	NOUN
futech-540	57	11	workers	worker	NOUN
futech-540	57	12	utilize	utilize	VERB
futech-540	57	13	ai	ai	VERB
futech-540	57	14	tools	tool	NOUN
futech-540	57	15	and	and	CCONJ
futech-540	57	16	validate	validate	VERB
futech-540	57	17	outputs	output	NOUN
futech-540	57	18	through	through	ADP
futech-540	57	19	human	human	ADJ
futech-540	57	20	judgment	judgment	NOUN
futech-540	57	21	.	.	PUNCT
futech-540	58	1	hybrid	hybrid	ADJ
futech-540	58	2	competencies	competency	NOUN
futech-540	58	3	represent	represent	VERB
futech-540	58	4	skills	skill	NOUN
futech-540	58	5	emerging	emerge	VERB
futech-540	58	6	from	from	ADP
futech-540	58	7	human	human	ADJ
futech-540	58	8	-	-	PUNCT
futech-540	58	9	machine	machine	NOUN
futech-540	58	10	interaction	interaction	NOUN
futech-540	58	11	that	that	PRON
futech-540	58	12	transcend	transcend	VERB
futech-540	58	13	individual	individual	ADJ
futech-540	58	14	human	human	NOUN
futech-540	58	15	or	or	CCONJ
futech-540	58	16	ai	ai	ADJ
futech-540	58	17	capabilities	capability	NOUN
futech-540	58	18	.	.	PUNCT
futech-540	59	1	collaborative	collaborative	ADJ
futech-540	59	2	effectiveness	effectiveness	NOUN
futech-540	59	3	measures	measure	VERB
futech-540	59	4	human	human	ADJ
futech-540	59	5	-	-	PUNCT
futech-540	59	6	ai	ai	NOUN
futech-540	59	7	joint	joint	ADJ
futech-540	59	8	performance	performance	NOUN
futech-540	59	9	quality	quality	NOUN
futech-540	59	10	through	through	ADP
futech-540	59	11	three	three	NUM
futech-540	59	12	dimensions	dimension	NOUN
futech-540	59	13	:	:	PUNCT
futech-540	59	14	ai	ai	VERB
futech-540	59	15	tool	tool	PROPN
futech-540	59	16	mastery	mastery	NOUN
futech-540	59	17	,	,	PUNCT
futech-540	59	18	collaborative	collaborative	ADJ
futech-540	59	19	work	work	NOUN
futech-540	59	20	quality	quality	NOUN
futech-540	59	21	,	,	PUNCT
futech-540	59	22	and	and	CCONJ
futech-540	59	23	human	human	ADJ
futech-540	59	24	-	-	PUNCT
futech-540	59	25	ai	ai	NOUN
futech-540	59	26	synergy	synergy	NOUN
futech-540	59	27	.	.	PUNCT
futech-540	60	1	traditional	traditional	ADJ
futech-540	60	2	model	model	NOUN
futech-540	60	3	pre	pre	PROPN
futech-540	60	4	-	-	PROPN
futech-540	60	5	al	al	ADJ
futech-540	60	6	era	era	NOUN
futech-540	60	7	framework	framework	NOUN
futech-540	60	8	output	output	NOUN
futech-540	60	9	-	-	PUNCT
futech-540	60	10	based	base	VERB
futech-540	60	11	metrics	metric	NOUN
futech-540	60	12	competency	competency	NOUN
futech-540	60	13	assessment	assessment	NOUN
futech-540	60	14	human	human	ADJ
futech-540	60	15	judgment	judgment	NOUN
futech-540	60	16	periodic	periodic	ADJ
futech-540	60	17	reviews	review	NOUN
futech-540	60	18	transformation	transformation	NOUN
futech-540	60	19	chatgpt	chatgpt	NOUN
futech-540	60	20	catalytic	catalytic	PROPN
futech-540	60	21	lmpact	lmpact	PROPN
futech-540	60	22	task	task	PROPN
futech-540	60	23	automation	automation	PROPN
futech-540	60	24	&	&	CCONJ
futech-540	60	25	augmentation	augmentation	PROPN
futech-540	60	26	human	human	PROPN
futech-540	60	27	-	-	PUNCT
futech-540	60	28	al	al	PROPN
futech-540	60	29	collaboration	collaboration	NOUN
futech-540	60	30	emergence	emergence	NOUN
futech-540	60	31	value	value	NOUN
futech-540	60	32	creation	creation	NOUN
futech-540	60	33	redefinition	redefinition	NOUN
futech-540	60	34	reconstructed	reconstruct	VERB
futech-540	60	35	model	model	NOUN
futech-540	60	36	al	al	PROPN
futech-540	60	37	-	-	PUNCT
futech-540	60	38	enhanced	enhance	VERB
futech-540	60	39	framework	framework	NOUN
futech-540	60	40	al	al	PROPN
futech-540	60	41	tool	tool	PROPN
futech-540	60	42	mastery	mastery	PROPN
futech-540	60	43	collaborative	collaborative	ADJ
futech-540	60	44	work	work	NOUN
futech-540	60	45	quality	quality	NOUN
futech-540	60	46	efficiency	efficiency	NOUN
futech-540	60	47	enhancement	enhancement	NOUN
futech-540	60	48	adaptive	adaptive	ADJ
futech-540	60	49	learning	learning	NOUN
futech-540	60	50	capacity	capacity	NOUN
futech-540	60	51	research	research	NOUN
futech-540	60	52	paradigm	paradigm	NOUN
futech-540	60	53	shift	shift	NOUN
futech-540	60	54	from	from	ADP
futech-540	60	55	individual	individual	ADJ
futech-540	60	56	performance	performance	NOUN
futech-540	60	57	assessment	assessment	NOUN
futech-540	60	58	to	to	ADP
futech-540	60	59	human	human	NOUN
futech-540	60	60	-	-	PUNCT
futech-540	60	61	al	al	PROPN
futech-540	60	62	collaborative	collaborative	ADJ
futech-540	60	63	effectiveness	effectiveness	NOUN
futech-540	60	64	evaluation	evaluation	NOUN
futech-540	60	65	figure	figure	NOUN
futech-540	60	66	1	1	NUM
futech-540	60	67	:	:	PUNCT
futech-540	60	68	conceptual	conceptual	ADJ
futech-540	60	69	framework	framework	NOUN
futech-540	60	70	for	for	ADP
futech-540	60	71	performance	performance	NOUN
futech-540	60	72	evaluation	evaluation	NOUN
futech-540	60	73	transformation	transformation	NOUN
futech-540	60	74	individual	individual	ADJ
futech-540	60	75	capability	capability	NOUN
futech-540	60	76	focus	focus	VERB
futech-540	60	77	human	human	PROPN
futech-540	60	78	-	-	PUNCT
futech-540	60	79	al	al	PROPN
futech-540	60	80	synergy	synergy	NOUN
futech-540	60	81	focus	focus	NOUN
futech-540	60	82	figure	figure	NOUN
futech-540	60	83	1	1	NUM
futech-540	60	84	.	.	PUNCT
futech-540	60	85	conceptual	conceptual	ADJ
futech-540	60	86	framework	framework	NOUN
futech-540	60	87	for	for	ADP
futech-540	60	88	performance	performance	NOUN
futech-540	60	89	evaluation	evaluation	NOUN
futech-540	60	90	transformation	transformation	NOUN
futech-540	60	91	2.2	2.2	NUM
futech-540	60	92	data	datum	NOUN
futech-540	60	93	sources	source	NOUN
futech-540	60	94	the	the	DET
futech-540	60	95	empirical	empirical	ADJ
futech-540	60	96	foundation	foundation	NOUN
futech-540	60	97	of	of	ADP
futech-540	60	98	this	this	DET
futech-540	60	99	research	research	NOUN
futech-540	60	100	rests	rest	VERB
futech-540	60	101	on	on	ADP
futech-540	60	102	a	a	DET
futech-540	60	103	multi	multi	ADJ
futech-540	60	104	-	-	ADJ
futech-540	60	105	source	source	ADJ
futech-540	60	106	data	data	NOUN
futech-540	60	107	collection	collection	NOUN
futech-540	60	108	strategy	strategy	NOUN
futech-540	60	109	designed	design	VERB
futech-540	60	110	to	to	PART
futech-540	60	111	capture	capture	VERB
futech-540	60	112	the	the	DET
futech-540	60	113	transformation	transformation	NOUN
futech-540	60	114	of	of	ADP
futech-540	60	115	performance	performance	NOUN
futech-540	60	116	evaluation	evaluation	NOUN
futech-540	60	117	requirements	requirement	NOUN
futech-540	60	118	in	in	ADP
futech-540	60	119	knowledge	knowledge	NOUN
futech-540	60	120	-	-	PUNCT
futech-540	60	121	intensive	intensive	ADJ
futech-540	60	122	sectors	sector	NOUN
futech-540	60	123	.	.	PUNCT
futech-540	61	1	the	the	DET
futech-540	61	2	data	data	NOUN
futech-540	61	3	architecture	architecture	NOUN
futech-540	61	4	encompasses	encompass	VERB
futech-540	61	5	three	three	NUM
futech-540	61	6	complementary	complementary	ADJ
futech-540	61	7	sources	source	NOUN
futech-540	61	8	providing	provide	VERB
futech-540	61	9	triangulated	triangulate	VERB
futech-540	61	10	evidence	evidence	NOUN
futech-540	61	11	of	of	ADP
futech-540	61	12	market	market	NOUN
futech-540	61	13	-	-	PUNCT
futech-540	61	14	driven	drive	VERB
futech-540	61	15	changes	change	NOUN
futech-540	61	16	(	(	PUNCT
futech-540	61	17	table	table	NOUN
futech-540	61	18	1	1	NUM
futech-540	61	19	)	)	PUNCT
futech-540	61	20	.	.	PUNCT
futech-540	62	1	linkedin	linkedin	NOUN
futech-540	62	2	job	job	NOUN
futech-540	62	3	posting	post	VERB
futech-540	62	4	data	datum	NOUN
futech-540	62	5	(	(	PUNCT
futech-540	62	6	5,000	5,000	NUM
futech-540	62	7	positions	position	NOUN
futech-540	62	8	)	)	PUNCT
futech-540	62	9	enables	enable	VERB
futech-540	62	10	systematic	systematic	ADJ
futech-540	62	11	tracking	tracking	NOUN
futech-540	62	12	of	of	ADP
futech-540	62	13	skill	skill	NOUN
futech-540	62	14	requirement	requirement	NOUN
futech-540	62	15	evolution	evolution	NOUN
futech-540	62	16	,	,	PUNCT
futech-540	62	17	particularly	particularly	ADV
futech-540	62	18	ai	ai	AUX
futech-540	62	19	-	-	PUNCT
futech-540	62	20	related	relate	VERB
futech-540	62	21	competencies	competency	NOUN
futech-540	62	22	across	across	ADP
futech-540	62	23	organizational	organizational	ADJ
futech-540	62	24	contexts	contexts	NOUN
futech-540	62	25	.	.	PUNCT
futech-540	63	1	indeed	indeed	ADV
futech-540	63	2	,	,	PUNCT
futech-540	63	3	salary	salary	NOUN
futech-540	63	4	records	record	NOUN
futech-540	63	5	(	(	PUNCT
futech-540	63	6	2,000	2,000	NUM
futech-540	63	7	entries	entry	NOUN
futech-540	63	8	)	)	PUNCT
futech-540	63	9	facilitate	facilitate	VERB
futech-540	63	10	quantitative	quantitative	ADJ
futech-540	63	11	assessment	assessment	NOUN
futech-540	63	12	of	of	ADP
futech-540	63	13	compensation	compensation	NOUN
futech-540	63	14	differentials	differential	NOUN
futech-540	63	15	associated	associate	VERB
futech-540	63	16	with	with	ADP
futech-540	63	17	ai	ai	PRON
futech-540	63	18	proficiency	proficiency	NOUN
futech-540	63	19	,	,	PUNCT
futech-540	63	20	establishing	establish	VERB
futech-540	63	21	economic	economic	ADJ
futech-540	63	22	validation	validation	NOUN
futech-540	63	23	of	of	ADP
futech-540	63	24	evolving	evolve	VERB
futech-540	63	25	performance	performance	NOUN
futech-540	63	26	criteria	criterion	NOUN
futech-540	63	27	.	.	PUNCT
futech-540	64	1	corporate	corporate	ADJ
futech-540	64	2	case	case	NOUN
futech-540	64	3	studies	study	NOUN
futech-540	64	4	(	(	PUNCT
futech-540	64	5	10	10	NUM
futech-540	64	6	organizations	organization	NOUN
futech-540	64	7	)	)	PUNCT
futech-540	64	8	supplement	supplement	VERB
futech-540	64	9	these	these	DET
futech-540	64	10	market	market	NOUN
futech-540	64	11	indicators	indicator	NOUN
futech-540	64	12	with	with	ADP
futech-540	64	13	organizational	organizational	ADJ
futech-540	64	14	implementation	implementation	NOUN
futech-540	64	15	evidence	evidence	NOUN
futech-540	64	16	.	.	PUNCT
futech-540	65	1	the	the	DET
futech-540	65	2	temporal	temporal	ADJ
futech-540	65	3	scope	scope	NOUN
futech-540	65	4	spanning	span	VERB
futech-540	65	5	2022	2022	NUM
futech-540	65	6	-	-	SYM
futech-540	65	7	2024	2024	NUM
futech-540	65	8	captures	capture	NOUN
futech-540	65	9	both	both	DET
futech-540	65	10	prechatgpt	prechatgpt	ADJ
futech-540	65	11	baseline	baseline	NOUN
futech-540	65	12	conditions	condition	NOUN
futech-540	65	13	and	and	CCONJ
futech-540	65	14	subsequent	subsequent	ADJ
futech-540	65	15	transformational	transformational	ADJ
futech-540	65	16	patterns	pattern	NOUN
futech-540	65	17	,	,	PUNCT
futech-540	65	18	enabling	enable	VERB
futech-540	65	19	comparative	comparative	ADJ
futech-540	65	20	analysis	analysis	NOUN
futech-540	65	21	of	of	ADP
futech-540	65	22	requirement	requirement	ADJ
futech-540	65	23	shifts	shift	NOUN
futech-540	65	24	[	[	X
futech-540	65	25	22	22	NUM
futech-540	65	26	]	]	PUNCT
futech-540	65	27	.	.	PUNCT
futech-540	66	1	this	this	DET
futech-540	66	2	study	study	NOUN
futech-540	66	3	acknowledges	acknowledge	VERB
futech-540	66	4	several	several	ADJ
futech-540	66	5	data	datum	NOUN
futech-540	66	6	limitations	limitation	NOUN
futech-540	66	7	.	.	PUNCT
futech-540	67	1	linkedin	linkedin	NOUN
futech-540	67	2	and	and	CCONJ
futech-540	67	3	indeed	indeed	ADV
futech-540	67	4	platforms	platform	NOUN
futech-540	67	5	may	may	AUX
futech-540	67	6	exhibit	exhibit	VERB
futech-540	67	7	demographic	demographic	ADJ
futech-540	67	8	and	and	CCONJ
futech-540	67	9	industry	industry	NOUN
futech-540	67	10	biases	bias	NOUN
futech-540	67	11	toward	toward	ADP
futech-540	67	12	technologyintensive	technologyintensive	ADJ
futech-540	67	13	sectors	sector	NOUN
futech-540	67	14	.	.	PUNCT
futech-540	68	1	job	job	NOUN
futech-540	68	2	postings	posting	NOUN
futech-540	68	3	potentially	potentially	ADV
futech-540	68	4	represent	represent	VERB
futech-540	68	5	idealized	idealize	VERB
futech-540	68	6	rather	rather	ADV
futech-540	68	7	than	than	ADP
futech-540	68	8	actual	actual	ADJ
futech-540	68	9	skill	skill	NOUN
futech-540	68	10	requirements	requirement	NOUN
futech-540	68	11	.	.	PUNCT
futech-540	69	1	the	the	DET
futech-540	69	2	u.s.-focused	u.s.-focused	ADJ
futech-540	69	3	zhixin	zhixin	PROPN
futech-540	69	4	yu	yu	PROPN
futech-540	69	5	&	&	CCONJ
futech-540	69	6	zhicheng	zhicheng	PROPN
futech-540	69	7	yu	yu	PROPN
futech-540	69	8	/future	/future	PROPN
futech-540	69	9	technology	technology	PROPN
futech-540	69	10	february	february	PROPN
futech-540	69	11	2026|	2026|	NUM
futech-540	69	12	volume	volume	NOUN
futech-540	69	13	05	05	NUM
futech-540	70	1	|	|	ADV
futech-540	70	2	issue	issue	NOUN
futech-540	70	3	01	01	NUM
futech-540	71	1	|	|	ADV
futech-540	71	2	pages	page	VERB
futech-540	71	3	47	47	NUM
futech-540	71	4	-	-	SYM
futech-540	71	5	54	54	NUM
futech-540	71	6	49	49	NUM
futech-540	71	7	sample	sample	NOUN
futech-540	71	8	limits	limit	VERB
futech-540	71	9	international	international	ADJ
futech-540	71	10	generalizability	generalizability	NOUN
futech-540	71	11	,	,	PUNCT
futech-540	71	12	as	as	SCONJ
futech-540	71	13	ai	ai	ADP
futech-540	71	14	adoption	adoption	NOUN
futech-540	71	15	patterns	pattern	NOUN
futech-540	71	16	vary	vary	VERB
futech-540	71	17	across	across	ADP
futech-540	71	18	regulatory	regulatory	ADJ
futech-540	71	19	environments	environment	NOUN
futech-540	71	20	.	.	PUNCT
futech-540	72	1	the	the	DET
futech-540	72	2	20222024	20222024	NUM
futech-540	72	3	timeframe	timeframe	NOUN
futech-540	72	4	captures	capture	VERB
futech-540	72	5	immediate	immediate	ADJ
futech-540	72	6	responses	response	NOUN
futech-540	72	7	rather	rather	ADV
futech-540	72	8	than	than	ADP
futech-540	72	9	long	long	ADJ
futech-540	72	10	-	-	PUNCT
futech-540	72	11	term	term	NOUN
futech-540	72	12	trends	trend	NOUN
futech-540	72	13	.	.	PUNCT
futech-540	73	1	table	table	NOUN
futech-540	73	2	1	1	NUM
futech-540	73	3	.	.	PUNCT
futech-540	73	4	data	datum	NOUN
futech-540	73	5	sources	source	NOUN
futech-540	73	6	and	and	CCONJ
futech-540	73	7	analytical	analytical	ADJ
futech-540	73	8	framework	framework	NOUN
futech-540	73	9	data	data	PROPN
futech-540	73	10	source	source	NOUN
futech-540	73	11	data	data	NOUN
futech-540	73	12	type	type	NOUN
futech-540	73	13	sample	sample	NOUN
futech-540	73	14	size	size	NOUN
futech-540	73	15	time	time	NOUN
futech-540	73	16	frame	frame	NOUN
futech-540	73	17	key	key	ADJ
futech-540	73	18	variables	variable	NOUN
futech-540	73	19	analytical	analytical	ADJ
futech-540	73	20	purpose	purpose	NOUN
futech-540	73	21	linkedin	linkedin	NOUN
futech-540	73	22	job	job	NOUN
futech-540	73	23	postings	posting	NOUN
futech-540	73	24	5,000	5,000	NUM
futech-540	73	25	positions	position	NOUN
futech-540	73	26	20222024	20222024	NUM
futech-540	73	27	ai	ai	NOUN
futech-540	73	28	skill	skill	NOUN
futech-540	73	29	requirements	requirement	NOUN
futech-540	73	30	,	,	PUNCT
futech-540	73	31	job	job	NOUN
futech-540	73	32	titles	title	NOUN
futech-540	73	33	,	,	PUNCT
futech-540	73	34	and	and	CCONJ
futech-540	73	35	industry	industry	NOUN
futech-540	73	36	sectors	sector	NOUN
futech-540	73	37	skill	skill	NOUN
futech-540	73	38	demand	demand	NOUN
futech-540	73	39	evolution	evolution	NOUN
futech-540	73	40	analysis	analysis	NOUN
futech-540	73	41	indeed	indeed	ADV
futech-540	73	42	salary	salary	NOUN
futech-540	73	43	records	record	VERB
futech-540	73	44	2,000	2,000	NUM
futech-540	73	45	entries	entry	NOUN
futech-540	73	46	20222024	20222024	NUM
futech-540	73	47	compensation	compensation	NOUN
futech-540	73	48	levels	level	NOUN
futech-540	73	49	,	,	PUNCT
futech-540	73	50	ai	ai	VERB
futech-540	73	51	skill	skill	NOUN
futech-540	73	52	premiums	premium	NOUN
futech-540	73	53	wage	wage	NOUN
futech-540	73	54	differential	differential	NOUN
futech-540	73	55	analysis	analysis	NOUN
futech-540	73	56	corporate	corporate	ADJ
futech-540	73	57	reports	report	NOUN
futech-540	73	58	case	case	NOUN
futech-540	73	59	studies	study	NOUN
futech-540	73	60	10	10	NUM
futech-540	73	61	organizati	organizati	NOUN
futech-540	73	62	ons	ons	PROPN
futech-540	73	63	20232024	20232024	NUM
futech-540	73	64	ai	ai	NOUN
futech-540	73	65	implementatio	implementatio	NOUN
futech-540	73	66	n	n	PRON
futech-540	73	67	strategies	strategy	NOUN
futech-540	73	68	,	,	PUNCT
futech-540	73	69	performance	performance	NOUN
futech-540	73	70	metrics	metric	NOUN
futech-540	73	71	framework	framework	NOUN
futech-540	73	72	validation	validation	NOUN
futech-540	73	73	note	note	NOUN
futech-540	73	74	:	:	PUNCT
futech-540	73	75	corporate	corporate	ADJ
futech-540	73	76	case	case	NOUN
futech-540	73	77	studies	study	NOUN
futech-540	73	78	encompass	encompass	VERB
futech-540	73	79	ten	ten	NUM
futech-540	73	80	organizations	organization	NOUN
futech-540	73	81	across	across	ADP
futech-540	73	82	five	five	NUM
futech-540	73	83	sectors	sector	NOUN
futech-540	73	84	:	:	PUNCT
futech-540	73	85	technology	technology	NOUN
futech-540	73	86	(	(	PUNCT
futech-540	73	87	n=3	n=3	NOUN
futech-540	73	88	)	)	PUNCT
futech-540	73	89	,	,	PUNCT
futech-540	73	90	financial	financial	ADJ
futech-540	73	91	services	service	NOUN
futech-540	73	92	(	(	PUNCT
futech-540	73	93	n=2	n=2	ADV
futech-540	73	94	)	)	PUNCT
futech-540	73	95	,	,	PUNCT
futech-540	73	96	management	management	NOUN
futech-540	73	97	consulting	consulting	NOUN
futech-540	73	98	(	(	PUNCT
futech-540	73	99	n=2	n=2	ADV
futech-540	73	100	)	)	PUNCT
futech-540	73	101	,	,	PUNCT
futech-540	73	102	healthcare	healthcare	NOUN
futech-540	73	103	(	(	PUNCT
futech-540	73	104	n=2	n=2	ADV
futech-540	73	105	)	)	PUNCT
futech-540	73	106	,	,	PUNCT
futech-540	73	107	and	and	CCONJ
futech-540	73	108	manufacturing	manufacturing	NOUN
futech-540	73	109	(	(	PUNCT
futech-540	73	110	n=1	n=1	PROPN
futech-540	73	111	)	)	PUNCT
futech-540	73	112	.	.	PUNCT
futech-540	74	1	data	datum	NOUN
futech-540	74	2	derived	derive	VERB
futech-540	74	3	from	from	ADP
futech-540	74	4	publicly	publicly	ADV
futech-540	74	5	available	available	ADJ
futech-540	74	6	annual	annual	ADJ
futech-540	74	7	reports	report	NOUN
futech-540	74	8	and	and	CCONJ
futech-540	74	9	hr	hr	NOUN
futech-540	74	10	white	white	ADJ
futech-540	74	11	papers	paper	NOUN
futech-540	74	12	(	(	PUNCT
futech-540	74	13	2023	2023	NUM
futech-540	74	14	-	-	SYM
futech-540	74	15	2024	2024	NUM
futech-540	74	16	)	)	PUNCT
futech-540	74	17	,	,	PUNCT
futech-540	74	18	providing	provide	VERB
futech-540	74	19	organizational	organizational	ADJ
futech-540	74	20	validation	validation	NOUN
futech-540	74	21	of	of	ADP
futech-540	74	22	framework	framework	NOUN
futech-540	74	23	applicability	applicability	NOUN
futech-540	74	24	across	across	ADP
futech-540	74	25	diverse	diverse	ADJ
futech-540	74	26	industry	industry	NOUN
futech-540	74	27	contexts	contexts	NOUN
futech-540	74	28	.	.	PUNCT
futech-540	75	1	2.3	2.3	NUM
futech-540	75	2	analysis	analysis	NOUN
futech-540	75	3	methods	method	NOUN
futech-540	75	4	the	the	DET
futech-540	75	5	analytical	analytical	ADJ
futech-540	75	6	method	method	NOUN
futech-540	75	7	follows	follow	VERB
futech-540	75	8	a	a	DET
futech-540	75	9	multi	multi	ADJ
futech-540	75	10	-	-	ADJ
futech-540	75	11	method	method	ADJ
futech-540	75	12	quantitative	quantitative	ADJ
futech-540	75	13	approach	approach	NOUN
futech-540	75	14	to	to	ADP
futech-540	75	15	systematically	systematically	ADV
futech-540	75	16	examine	examine	VERB
futech-540	75	17	performance	performance	NOUN
futech-540	75	18	requirement	requirement	NOUN
futech-540	75	19	evolution	evolution	NOUN
futech-540	75	20	in	in	ADP
futech-540	75	21	knowledge	knowledge	NOUN
futech-540	75	22	-	-	PUNCT
futech-540	75	23	intensive	intensive	ADJ
futech-540	75	24	industries	industry	NOUN
futech-540	75	25	.	.	PUNCT
futech-540	76	1	descriptive	descriptive	ADJ
futech-540	76	2	statistical	statistical	ADJ
futech-540	76	3	analysis	analysis	NOUN
futech-540	76	4	provides	provide	VERB
futech-540	76	5	baseline	baseline	ADJ
futech-540	76	6	information	information	NOUN
futech-540	76	7	on	on	ADP
futech-540	76	8	skill	skill	NOUN
futech-540	76	9	requirement	requirement	NOUN
futech-540	76	10	trends	trend	NOUN
futech-540	76	11	,	,	PUNCT
futech-540	76	12	detecting	detect	VERB
futech-540	76	13	significant	significant	ADJ
futech-540	76	14	differences	difference	NOUN
futech-540	76	15	in	in	ADP
futech-540	76	16	ai	ai	ADJ
futech-540	76	17	-	-	PUNCT
futech-540	76	18	related	relate	VERB
futech-540	76	19	competency	competency	NOUN
futech-540	76	20	demands	demand	NOUN
futech-540	76	21	across	across	ADP
futech-540	76	22	the	the	DET
futech-540	76	23	study	study	NOUN
futech-540	76	24	period	period	NOUN
futech-540	76	25	.	.	PUNCT
futech-540	77	1	regression	regression	VERB
futech-540	77	2	analysis	analysis	NOUN
futech-540	77	3	estimates	estimate	VERB
futech-540	77	4	the	the	DET
futech-540	77	5	economic	economic	ADJ
futech-540	77	6	impact	impact	NOUN
futech-540	77	7	of	of	ADP
futech-540	77	8	ai	ai	ADJ
futech-540	77	9	proficiency	proficiency	NOUN
futech-540	77	10	on	on	ADP
futech-540	77	11	compensation	compensation	NOUN
futech-540	77	12	levels	level	NOUN
futech-540	77	13	,	,	PUNCT
futech-540	77	14	establishing	establish	VERB
futech-540	77	15	empirical	empirical	ADJ
futech-540	77	16	evidence	evidence	NOUN
futech-540	77	17	for	for	ADP
futech-540	77	18	market	market	NOUN
futech-540	77	19	valuation	valuation	NOUN
futech-540	77	20	of	of	ADP
futech-540	77	21	emerging	emerge	VERB
futech-540	77	22	skills	skill	NOUN
futech-540	77	23	by	by	ADP
futech-540	77	24	examining	examine	VERB
futech-540	77	25	salary	salary	NOUN
futech-540	77	26	differentials	differential	NOUN
futech-540	77	27	between	between	ADP
futech-540	77	28	ai	ai	ADJ
futech-540	77	29	-	-	PUNCT
futech-540	77	30	skilled	skilled	ADJ
futech-540	77	31	and	and	CCONJ
futech-540	77	32	traditionally	traditionally	ADV
futech-540	77	33	-	-	PUNCT
futech-540	77	34	skilled	skilled	ADJ
futech-540	77	35	positions	position	NOUN
futech-540	77	36	.	.	PUNCT
futech-540	78	1	text	text	NOUN
futech-540	78	2	mining	mining	NOUN
futech-540	78	3	methods	method	NOUN
futech-540	78	4	extract	extract	VERB
futech-540	78	5	and	and	CCONJ
futech-540	78	6	categorize	categorize	VERB
futech-540	78	7	performance	performance	NOUN
futech-540	78	8	-	-	PUNCT
futech-540	78	9	driven	drive	VERB
futech-540	78	10	terms	term	NOUN
futech-540	78	11	through	through	ADP
futech-540	78	12	a	a	DET
futech-540	78	13	threestage	threestage	NOUN
futech-540	78	14	process	process	NOUN
futech-540	78	15	.	.	PUNCT
futech-540	79	1	python	python	PROPN
futech-540	79	2	nlp	nlp	NOUN
futech-540	79	3	libraries	library	NOUN
futech-540	79	4	(	(	PUNCT
futech-540	79	5	nltk	nltk	PROPN
futech-540	79	6	,	,	PUNCT
futech-540	79	7	spacy	spacy	NOUN
futech-540	79	8	)	)	PUNCT
futech-540	79	9	identified	identify	VERB
futech-540	79	10	ai	ai	ADJ
futech-540	79	11	-	-	PUNCT
futech-540	79	12	related	relate	VERB
futech-540	79	13	keywords	keyword	NOUN
futech-540	79	14	from	from	ADP
futech-540	79	15	job	job	NOUN
futech-540	79	16	postings	posting	NOUN
futech-540	79	17	.	.	PUNCT
futech-540	80	1	two	two	NUM
futech-540	80	2	researchers	researcher	NOUN
futech-540	80	3	independently	independently	ADV
futech-540	80	4	coded	code	VERB
futech-540	80	5	200	200	NUM
futech-540	80	6	postings	posting	NOUN
futech-540	80	7	across	across	ADP
futech-540	80	8	eight	eight	NUM
futech-540	80	9	skill	skill	NOUN
futech-540	80	10	categories	category	NOUN
futech-540	80	11	,	,	PUNCT
futech-540	80	12	achieving	achieve	VERB
futech-540	80	13	inter	inter	ADJ
futech-540	80	14	-	-	ADJ
futech-540	80	15	rater	rater	ADJ
futech-540	80	16	reliability	reliability	NOUN
futech-540	80	17	(	(	PUNCT
futech-540	80	18	cohen	cohen	PROPN
futech-540	80	19	's	's	PART
futech-540	80	20	kappa	kappa	NOUN
futech-540	80	21	=	=	PROPN
futech-540	80	22	0.84	0.84	NUM
futech-540	80	23	)	)	PUNCT
futech-540	80	24	.	.	PUNCT
futech-540	81	1	the	the	DET
futech-540	81	2	validated	validate	VERB
futech-540	81	3	coding	code	VERB
futech-540	81	4	scheme	scheme	NOUN
futech-540	81	5	was	be	AUX
futech-540	81	6	applied	apply	VERB
futech-540	81	7	to	to	ADP
futech-540	81	8	the	the	DET
futech-540	81	9	full	full	ADJ
futech-540	81	10	5,000	5,000	NUM
futech-540	81	11	-	-	PUNCT
futech-540	81	12	position	position	NOUN
futech-540	81	13	dataset	dataset	NOUN
futech-540	81	14	,	,	PUNCT
futech-540	81	15	distinguishing	distinguish	VERB
futech-540	81	16	emerging	emerge	VERB
futech-540	81	17	ai	ai	ADJ
futech-540	81	18	-	-	PUNCT
futech-540	81	19	related	relate	VERB
futech-540	81	20	requirements	requirement	NOUN
futech-540	81	21	from	from	ADP
futech-540	81	22	traditional	traditional	ADJ
futech-540	81	23	skill	skill	NOUN
futech-540	81	24	mentions	mention	NOUN
futech-540	81	25	.	.	PUNCT
futech-540	82	1	this	this	DET
futech-540	82	2	comprehensive	comprehensive	ADJ
futech-540	82	3	analytical	analytical	ADJ
futech-540	82	4	strategy	strategy	NOUN
futech-540	82	5	aligns	align	VERB
futech-540	82	6	with	with	ADP
futech-540	82	7	rigorous	rigorous	ADJ
futech-540	82	8	methodological	methodological	ADJ
futech-540	82	9	guidelines	guideline	NOUN
futech-540	82	10	for	for	ADP
futech-540	82	11	performance	performance	NOUN
futech-540	82	12	measurement	measurement	NOUN
futech-540	82	13	research	research	NOUN
futech-540	82	14	[	[	X
futech-540	82	15	23	23	NUM
futech-540	82	16	]	]	PUNCT
futech-540	82	17	,	,	PUNCT
futech-540	82	18	ensuring	ensure	VERB
futech-540	82	19	total	total	ADJ
futech-540	82	20	coverage	coverage	NOUN
futech-540	82	21	of	of	ADP
futech-540	82	22	market	market	NOUN
futech-540	82	23	-	-	PUNCT
futech-540	82	24	driven	drive	VERB
futech-540	82	25	changes	change	NOUN
futech-540	82	26	while	while	SCONJ
futech-540	82	27	maintaining	maintain	VERB
futech-540	82	28	analytical	analytical	ADJ
futech-540	82	29	rigor	rigor	NOUN
futech-540	82	30	.	.	PUNCT
futech-540	83	1	3	3	X
futech-540	83	2	.	.	X
futech-540	83	3	findings	finding	NOUN
futech-540	83	4	3.1	3.1	NUM
futech-540	83	5	ai	ai	NOUN
futech-540	83	6	skills	skill	NOUN
futech-540	83	7	demand	demand	NOUN
futech-540	83	8	growth	growth	NOUN
futech-540	83	9	the	the	DET
futech-540	83	10	empirical	empirical	ADJ
futech-540	83	11	analysis	analysis	NOUN
futech-540	83	12	reveals	reveal	VERB
futech-540	83	13	a	a	DET
futech-540	83	14	pronounced	pronounced	ADJ
futech-540	83	15	transformation	transformation	NOUN
futech-540	83	16	in	in	ADP
futech-540	83	17	ai	ai	PROPN
futech-540	83	18	skills	skill	NOUN
futech-540	83	19	demand	demand	NOUN
futech-540	83	20	across	across	ADP
futech-540	83	21	knowledgeintensive	knowledgeintensive	ADJ
futech-540	83	22	sectors	sector	NOUN
futech-540	83	23	(	(	PUNCT
futech-540	83	24	figure	figure	NOUN
futech-540	83	25	2	2	NUM
futech-540	83	26	)	)	PUNCT
futech-540	83	27	.	.	PUNCT
futech-540	84	1	during	during	ADP
futech-540	84	2	the	the	DET
futech-540	84	3	pre	pre	ADJ
futech-540	84	4	-	-	ADJ
futech-540	84	5	chatgpt	chatgpt	ADJ
futech-540	84	6	period	period	NOUN
futech-540	84	7	(	(	PUNCT
futech-540	84	8	2022	2022	NUM
futech-540	84	9	-	-	SYM
futech-540	84	10	01	01	NUM
futech-540	84	11	to	to	ADP
futech-540	84	12	2022	2022	NUM
futech-540	84	13	-	-	SYM
futech-540	84	14	10	10	NUM
futech-540	84	15	)	)	PUNCT
futech-540	84	16	,	,	PUNCT
futech-540	84	17	ai	ai	AUX
futech-540	84	18	skills	skill	NOUN
futech-540	84	19	mentions	mention	NOUN
futech-540	84	20	remained	remain	VERB
futech-540	84	21	relatively	relatively	ADV
futech-540	84	22	stable	stable	ADJ
futech-540	84	23	,	,	PUNCT
futech-540	84	24	fluctuating	fluctuate	VERB
futech-540	84	25	between	between	ADP
futech-540	84	26	8.1	8.1	NUM
futech-540	84	27	%	%	NOUN
futech-540	84	28	and	and	CCONJ
futech-540	84	29	9.5	9.5	NUM
futech-540	84	30	%	%	NOUN
futech-540	84	31	of	of	ADP
futech-540	84	32	total	total	ADJ
futech-540	84	33	job	job	NOUN
futech-540	84	34	postings	posting	NOUN
futech-540	84	35	.	.	PUNCT
futech-540	85	1	this	this	DET
futech-540	85	2	baseline	baseline	NOUN
futech-540	85	3	pattern	pattern	NOUN
futech-540	85	4	indicates	indicate	VERB
futech-540	85	5	nascent	nascent	ADJ
futech-540	85	6	generative	generative	NOUN
futech-540	85	7	ai	ai	PROPN
futech-540	85	8	integration	integration	NOUN
futech-540	85	9	in	in	ADP
futech-540	85	10	workplace	workplace	NOUN
futech-540	85	11	requirements	requirement	NOUN
futech-540	85	12	.	.	PUNCT
futech-540	86	1	the	the	DET
futech-540	86	2	release	release	NOUN
futech-540	86	3	of	of	ADP
futech-540	86	4	chatgpt	chatgpt	NOUN
futech-540	86	5	in	in	ADP
futech-540	86	6	november	november	PROPN
futech-540	86	7	2022	2022	NUM
futech-540	86	8	marked	mark	VERB
futech-540	86	9	a	a	DET
futech-540	86	10	decisive	decisive	ADJ
futech-540	86	11	inflection	inflection	NOUN
futech-540	86	12	point	point	NOUN
futech-540	86	13	,	,	PUNCT
futech-540	86	14	triggering	trigger	VERB
futech-540	86	15	an	an	DET
futech-540	86	16	immediate	immediate	ADJ
futech-540	86	17	acceleration	acceleration	NOUN
futech-540	86	18	in	in	ADP
futech-540	86	19	demand	demand	NOUN
futech-540	86	20	from	from	ADP
futech-540	86	21	9.5	9.5	NUM
futech-540	86	22	%	%	NOUN
futech-540	86	23	to	to	ADP
futech-540	86	24	14.7	14.7	NUM
futech-540	86	25	%	%	NOUN
futech-540	86	26	within	within	ADP
futech-540	86	27	the	the	DET
futech-540	86	28	subsequent	subsequent	ADJ
futech-540	86	29	quarter	quarter	NOUN
futech-540	86	30	.	.	PUNCT
futech-540	87	1	this	this	DET
futech-540	87	2	study	study	NOUN
futech-540	87	3	documents	document	VERB
futech-540	87	4	a	a	DET
futech-540	87	5	sustained	sustained	ADJ
futech-540	87	6	upward	upward	ADJ
futech-540	87	7	trajectory	trajectory	NOUN
futech-540	87	8	throughout	throughout	ADP
futech-540	87	9	20232024	20232024	NUM
futech-540	87	10	,	,	PUNCT
futech-540	87	11	culminating	culminate	VERB
futech-540	87	12	in	in	ADP
futech-540	87	13	27.8	27.8	NUM
futech-540	87	14	%	%	NOUN
futech-540	87	15	of	of	ADP
futech-540	87	16	knowledge	knowledge	NOUN
futech-540	87	17	worker	worker	NOUN
futech-540	87	18	positions	position	NOUN
futech-540	87	19	explicitly	explicitly	ADV
futech-540	87	20	requiring	require	VERB
futech-540	87	21	ai	ai	VERB
futech-540	87	22	competencies	competency	NOUN
futech-540	87	23	by	by	ADP
futech-540	87	24	april	april	PROPN
futech-540	87	25	2024	2024	NUM
futech-540	87	26	.	.	PUNCT
futech-540	88	1	the	the	DET
futech-540	88	2	overall	overall	ADJ
futech-540	88	3	growth	growth	NOUN
futech-540	88	4	rate	rate	NOUN
futech-540	88	5	of	of	ADP
futech-540	88	6	376	376	NUM
futech-540	88	7	%	%	NOUN
futech-540	88	8	represents	represent	VERB
futech-540	88	9	a	a	DET
futech-540	88	10	fundamental	fundamental	ADJ
futech-540	88	11	shift	shift	NOUN
futech-540	88	12	in	in	ADP
futech-540	88	13	skill	skill	NOUN
futech-540	88	14	requirements	requirement	NOUN
futech-540	88	15	.	.	PUNCT
futech-540	89	1	absolute	absolute	ADJ
futech-540	89	2	mentions	mention	NOUN
futech-540	89	3	increased	increase	VERB
futech-540	89	4	from	from	ADP
futech-540	89	5	42	42	NUM
futech-540	89	6	to	to	PART
futech-540	89	7	200	200	NUM
futech-540	89	8	instances	instance	NOUN
futech-540	89	9	across	across	ADP
futech-540	89	10	the	the	DET
futech-540	89	11	5,000	5,000	NUM
futech-540	89	12	-	-	PUNCT
futech-540	89	13	position	position	NOUN
futech-540	89	14	sample	sample	NOUN
futech-540	89	15	.	.	PUNCT
futech-540	90	1	the	the	DET
futech-540	90	2	consistent	consistent	ADJ
futech-540	90	3	post	post	ADJ
futech-540	90	4	-	-	ADJ
futech-540	90	5	chatgpt	chatgpt	ADJ
futech-540	90	6	acceleration	acceleration	NOUN
futech-540	90	7	suggests	suggest	VERB
futech-540	90	8	that	that	SCONJ
futech-540	90	9	generative	generative	ADJ
futech-540	90	10	ai	ai	VERB
futech-540	90	11	capabilities	capability	NOUN
futech-540	90	12	have	have	AUX
futech-540	90	13	become	become	VERB
futech-540	90	14	integral	integral	ADJ
futech-540	90	15	to	to	ADP
futech-540	90	16	organizational	organizational	ADJ
futech-540	90	17	performance	performance	NOUN
futech-540	90	18	expectations	expectation	NOUN
futech-540	90	19	.	.	PUNCT
futech-540	91	1	figure	figure	NOUN
futech-540	91	2	2	2	NUM
futech-540	91	3	.	.	PUNCT
futech-540	91	4	temporal	temporal	ADJ
futech-540	91	5	evolution	evolution	NOUN
futech-540	91	6	of	of	ADP
futech-540	91	7	ai	ai	PROPN
futech-540	91	8	skills	skill	NOUN
futech-540	91	9	demand	demand	NOUN
futech-540	91	10	in	in	ADP
futech-540	91	11	knowledge	knowledge	NOUN
futech-540	91	12	work	work	NOUN
futech-540	91	13	(	(	PUNCT
futech-540	91	14	2022	2022	NUM
futech-540	91	15	-	-	SYM
futech-540	91	16	2024	2024	NUM
futech-540	91	17	)	)	PUNCT
futech-540	91	18	3.2	3.2	NUM
futech-540	91	19	salary	salary	NOUN
futech-540	91	20	premium	premium	NOUN
futech-540	91	21	the	the	DET
futech-540	91	22	salary	salary	NOUN
futech-540	91	23	premium	premium	NOUN
futech-540	91	24	analysis	analysis	NOUN
futech-540	91	25	reveals	reveal	VERB
futech-540	91	26	substantial	substantial	ADJ
futech-540	91	27	economic	economic	ADJ
futech-540	91	28	value	value	NOUN
futech-540	91	29	associated	associate	VERB
futech-540	91	30	with	with	ADP
futech-540	91	31	ai	ai	PROPN
futech-540	91	32	skills	skill	NOUN
futech-540	91	33	across	across	ADP
futech-540	91	34	all	all	DET
futech-540	91	35	organizational	organizational	ADJ
futech-540	91	36	levels	level	NOUN
futech-540	91	37	(	(	PUNCT
futech-540	91	38	figure	figure	NOUN
futech-540	91	39	3	3	NUM
futech-540	91	40	)	)	PUNCT
futech-540	91	41	.	.	PUNCT
futech-540	92	1	this	this	DET
futech-540	92	2	analysis	analysis	NOUN
futech-540	92	3	demonstrates	demonstrate	VERB
futech-540	92	4	that	that	SCONJ
futech-540	92	5	ai	ai	VERB
futech-540	92	6	-	-	PUNCT
futech-540	92	7	required	require	VERB
futech-540	92	8	positions	position	NOUN
futech-540	92	9	command	command	VERB
futech-540	92	10	significant	significant	ADJ
futech-540	92	11	compensation	compensation	NOUN
futech-540	92	12	advantages	advantage	NOUN
futech-540	92	13	.	.	PUNCT
futech-540	93	1	mid	mid	ADJ
futech-540	93	2	-	-	ADJ
futech-540	93	3	level	level	ADJ
futech-540	93	4	roles	role	NOUN
futech-540	93	5	exhibit	exhibit	VERB
futech-540	93	6	the	the	DET
futech-540	93	7	highest	high	ADJ
futech-540	93	8	premium	premium	NOUN
futech-540	93	9	at	at	ADP
futech-540	93	10	21.5	21.5	NUM
futech-540	93	11	%	%	NOUN
futech-540	93	12	,	,	PUNCT
futech-540	93	13	followed	follow	VERB
futech-540	93	14	by	by	ADP
futech-540	93	15	senior	senior	ADJ
futech-540	93	16	-	-	PUNCT
futech-540	93	17	level	level	NOUN
futech-540	93	18	positions	position	NOUN
futech-540	93	19	at	at	ADP
futech-540	93	20	16.7	16.7	NUM
futech-540	93	21	%	%	NOUN
futech-540	93	22	and	and	CCONJ
futech-540	93	23	entry	entry	NOUN
futech-540	93	24	-	-	PUNCT
futech-540	93	25	level	level	NOUN
futech-540	93	26	positions	position	NOUN
futech-540	93	27	at	at	ADP
futech-540	93	28	15.0	15.0	NUM
futech-540	93	29	%	%	NOUN
futech-540	93	30	.	.	PUNCT
futech-540	94	1	normalized	normalize	VERB
futech-540	94	2	against	against	ADP
futech-540	94	3	traditional	traditional	ADJ
futech-540	94	4	entry	entry	NOUN
futech-540	94	5	-	-	PUNCT
futech-540	94	6	level	level	NOUN
futech-540	94	7	positions	position	NOUN
futech-540	94	8	,	,	PUNCT
futech-540	94	9	salary	salary	NOUN
futech-540	94	10	index	index	NOUN
futech-540	94	11	data	datum	NOUN
futech-540	94	12	indicate	indicate	VERB
futech-540	94	13	an	an	DET
futech-540	94	14	average	average	ADJ
futech-540	94	15	premium	premium	NOUN
futech-540	94	16	of	of	ADP
futech-540	94	17	17.7	17.7	NUM
futech-540	94	18	%	%	NOUN
futech-540	94	19	for	for	ADP
futech-540	94	20	ai	ai	ADJ
futech-540	94	21	-	-	PUNCT
futech-540	94	22	competent	competent	ADJ
futech-540	94	23	workers	worker	NOUN
futech-540	94	24	.	.	PUNCT
futech-540	95	1	this	this	DET
futech-540	95	2	compensation	compensation	NOUN
futech-540	95	3	differential	differential	NOUN
futech-540	95	4	reflects	reflect	VERB
futech-540	95	5	market	market	NOUN
futech-540	95	6	recognition	recognition	NOUN
futech-540	95	7	of	of	ADP
futech-540	95	8	ai	ai	PROPN
futech-540	95	9	skills	skill	NOUN
futech-540	95	10	as	as	ADP
futech-540	95	11	valuable	valuable	ADJ
futech-540	95	12	organizational	organizational	ADJ
futech-540	95	13	assets	asset	NOUN
futech-540	95	14	.	.	PUNCT
futech-540	96	1	mid	mid	ADJ
futech-540	96	2	-	-	ADJ
futech-540	96	3	level	level	ADJ
futech-540	96	4	professionals	professional	NOUN
futech-540	96	5	capture	capture	VERB
futech-540	96	6	the	the	DET
futech-540	96	7	greatest	great	ADJ
futech-540	96	8	premium	premium	NOUN
futech-540	96	9	due	due	ADP
futech-540	96	10	to	to	ADP
futech-540	96	11	their	their	PRON
futech-540	96	12	optimal	optimal	ADJ
futech-540	96	13	combination	combination	NOUN
futech-540	96	14	of	of	ADP
futech-540	96	15	technical	technical	ADJ
futech-540	96	16	proficiency	proficiency	NOUN
futech-540	96	17	and	and	CCONJ
futech-540	96	18	practical	practical	ADJ
futech-540	96	19	experience	experience	NOUN
futech-540	96	20	.	.	PUNCT
futech-540	97	1	the	the	DET
futech-540	97	2	economic	economic	ADJ
futech-540	97	3	validation	validation	NOUN
futech-540	97	4	supports	support	VERB
futech-540	97	5	the	the	DET
futech-540	97	6	demand	demand	NOUN
futech-540	97	7	growth	growth	NOUN
futech-540	97	8	patterns	pattern	NOUN
futech-540	97	9	observed	observe	VERB
futech-540	97	10	in	in	ADP
futech-540	97	11	job	job	NOUN
futech-540	97	12	posting	post	VERB
futech-540	97	13	analysis	analysis	NOUN
futech-540	97	14	.	.	PUNCT
futech-540	98	1	figure	figure	NOUN
futech-540	98	2	3	3	NUM
futech-540	98	3	.	.	PUNCT
futech-540	99	1	ai	ai	NOUN
futech-540	99	2	skills	skill	NOUN
futech-540	99	3	salary	salary	NOUN
futech-540	99	4	premium	premium	NOUN
futech-540	99	5	analysis	analysis	NOUN
futech-540	99	6	(	(	PUNCT
futech-540	99	7	2024	2024	NUM
futech-540	99	8	data	datum	NOUN
futech-540	99	9	)	)	PUNCT
futech-540	99	10	3.3	3.3	NUM
futech-540	99	11	new	new	ADJ
futech-540	99	12	performance	performance	NOUN
futech-540	99	13	indicators	indicator	NOUN
futech-540	99	14	the	the	DET
futech-540	99	15	detailed	detailed	ADJ
futech-540	99	16	skill	skill	NOUN
futech-540	99	17	requirement	requirement	NOUN
futech-540	99	18	analysis	analysis	NOUN
futech-540	99	19	reveals	reveal	VERB
futech-540	99	20	systematic	systematic	ADJ
futech-540	99	21	transformation	transformation	NOUN
futech-540	99	22	in	in	ADP
futech-540	99	23	the	the	DET
futech-540	99	24	competencies	competency	NOUN
futech-540	99	25	demanded	demand	VERB
futech-540	99	26	by	by	ADP
futech-540	99	27	knowledge	knowledge	NOUN
futech-540	99	28	-	-	PUNCT
futech-540	99	29	intensive	intensive	ADJ
futech-540	99	30	organizations	organization	NOUN
futech-540	99	31	(	(	PUNCT
futech-540	99	32	table	table	NOUN
futech-540	99	33	2	2	NUM
futech-540	99	34	)	)	PUNCT
futech-540	99	35	.	.	PUNCT
futech-540	100	1	this	this	DET
futech-540	100	2	investigation	investigation	NOUN
futech-540	100	3	documents	document	VERB
futech-540	100	4	substantial	substantial	ADJ
futech-540	100	5	shifts	shift	NOUN
futech-540	100	6	across	across	ADP
futech-540	100	7	eight	eight	NUM
futech-540	100	8	core	core	NOUN
futech-540	100	9	performance	performance	NOUN
futech-540	100	10	domains	domain	NOUN
futech-540	100	11	,	,	PUNCT
futech-540	100	12	with	with	ADP
futech-540	100	13	technical	technical	ADJ
futech-540	100	14	proficiency	proficiency	NOUN
futech-540	100	15	demonstrating	demonstrate	VERB
futech-540	100	16	the	the	DET
futech-540	100	17	highest	high	ADJ
futech-540	100	18	adoption	adoption	NOUN
futech-540	100	19	rate	rate	NOUN
futech-540	100	20	at	at	ADP
futech-540	100	21	16.8	16.8	NUM
futech-540	100	22	%	%	NOUN
futech-540	100	23	of	of	ADP
futech-540	100	24	job	job	NOUN
futech-540	100	25	postings	posting	NOUN
futech-540	100	26	explicitly	explicitly	ADV
futech-540	100	27	requiring	require	VERB
futech-540	100	28	ai	ai	ADJ
futech-540	100	29	-	-	PUNCT
futech-540	100	30	related	relate	VERB
futech-540	100	31	capabilities	capability	NOUN
futech-540	100	32	by	by	ADP
futech-540	100	33	2024	2024	NUM
futech-540	100	34	.	.	PUNCT
futech-540	101	1	traditional	traditional	ADJ
futech-540	101	2	skill	skill	NOUN
futech-540	101	3	categories	category	NOUN
futech-540	101	4	have	have	AUX
futech-540	101	5	been	be	AUX
futech-540	101	6	fundamentally	fundamentally	ADV
futech-540	101	7	supplemented	supplement	VERB
futech-540	101	8	by	by	ADP
futech-540	101	9	ai	ai	ADJ
futech-540	101	10	-	-	PUNCT
futech-540	101	11	collaborative	collaborative	ADJ
futech-540	101	12	competencies	competency	NOUN
futech-540	101	13	,	,	PUNCT
futech-540	101	14	with	with	ADP
futech-540	101	15	growth	growth	NOUN
futech-540	101	16	zhixin	zhixin	PROPN
futech-540	101	17	yu	yu	PROPN
futech-540	101	18	&	&	CCONJ
futech-540	101	19	zhicheng	zhicheng	PROPN
futech-540	101	20	yu	yu	PROPN
futech-540	101	21	/future	/future	PROPN
futech-540	101	22	technology	technology	PROPN
futech-540	101	23	february	february	PROPN
futech-540	101	24	2026|	2026|	NUM
futech-540	101	25	volume	volume	NOUN
futech-540	101	26	05	05	NUM
futech-540	102	1	|	|	ADV
futech-540	102	2	issue	issue	NOUN
futech-540	102	3	01	01	NUM
futech-540	103	1	|	|	ADV
futech-540	103	2	pages	page	VERB
futech-540	103	3	47	47	NUM
futech-540	103	4	-	-	SYM
futech-540	103	5	54	54	NUM
futech-540	103	6	50	50	NUM
futech-540	103	7	rates	rate	NOUN
futech-540	103	8	ranging	range	VERB
futech-540	103	9	from	from	ADP
futech-540	103	10	216.7	216.7	NUM
futech-540	103	11	%	%	NOUN
futech-540	103	12	to	to	ADP
futech-540	103	13	300.0	300.0	NUM
futech-540	103	14	%	%	NOUN
futech-540	103	15	across	across	ADP
futech-540	103	16	all	all	DET
futech-540	103	17	domains	domain	NOUN
futech-540	103	18	.	.	PUNCT
futech-540	104	1	analytical	analytical	ADJ
futech-540	104	2	capabilities	capability	NOUN
futech-540	104	3	and	and	CCONJ
futech-540	104	4	communication	communication	NOUN
futech-540	104	5	skills	skill	NOUN
futech-540	104	6	emerge	emerge	VERB
futech-540	104	7	as	as	ADP
futech-540	104	8	particularly	particularly	ADV
futech-540	104	9	significant	significant	ADJ
futech-540	104	10	transformation	transformation	NOUN
futech-540	104	11	areas	area	NOUN
futech-540	104	12	,	,	PUNCT
futech-540	104	13	reflecting	reflect	VERB
futech-540	104	14	organizational	organizational	ADJ
futech-540	104	15	recognition	recognition	NOUN
futech-540	104	16	that	that	SCONJ
futech-540	104	17	knowledge	knowledge	NOUN
futech-540	104	18	work	work	NOUN
futech-540	104	19	increasingly	increasingly	ADV
futech-540	104	20	involves	involve	VERB
futech-540	104	21	human	human	ADJ
futech-540	104	22	-	-	PUNCT
futech-540	104	23	ai	ai	NOUN
futech-540	104	24	collaboration	collaboration	NOUN
futech-540	104	25	rather	rather	ADV
futech-540	104	26	than	than	ADP
futech-540	104	27	purely	purely	ADV
futech-540	104	28	individual	individual	ADJ
futech-540	104	29	performance	performance	NOUN
futech-540	104	30	.	.	PUNCT
futech-540	105	1	table	table	NOUN
futech-540	105	2	2	2	NUM
futech-540	105	3	.	.	PUNCT
futech-540	106	1	emerging	emerge	VERB
futech-540	106	2	vs.	vs.	ADP
futech-540	106	3	traditional	traditional	ADJ
futech-540	106	4	skill	skill	NOUN
futech-540	106	5	requirements	requirement	NOUN
futech-540	106	6	in	in	ADP
futech-540	106	7	knowledge	knowledge	NOUN
futech-540	106	8	work	work	NOUN
futech-540	106	9	job	job	NOUN
futech-540	106	10	postings	posting	NOUN
futech-540	106	11	(	(	PUNCT
futech-540	106	12	2022	2022	NUM
futech-540	106	13	-	-	SYM
futech-540	106	14	2024	2024	NUM
futech-540	106	15	)	)	PUNCT
futech-540	106	16	skill	skill	NOUN
futech-540	106	17	category	category	NOUN
futech-540	106	18	traditional	traditional	ADJ
futech-540	106	19	requirements	requirement	NOUN
futech-540	106	20	emerging	emerge	VERB
futech-540	106	21	airelated	airelate	VERB
futech-540	106	22	requirements	requirement	NOUN
futech-540	106	23	2022	2022	NUM
futech-540	106	24	frequency	frequency	NOUN
futech-540	106	25	(	(	PUNCT
futech-540	106	26	%	%	INTJ
futech-540	106	27	)	)	PUNCT
futech-540	106	28	2024	2024	NUM
futech-540	106	29	frequenc	frequenc	PROPN
futech-540	106	30	y	y	PROPN
futech-540	106	31	(	(	PUNCT
futech-540	106	32	%	%	INTJ
futech-540	106	33	)	)	PUNCT
futech-540	106	34	change	change	NOUN
futech-540	106	35	(	(	PUNCT
futech-540	106	36	%	%	INTJ
futech-540	106	37	)	)	PUNCT
futech-540	106	38	technical	technical	ADJ
futech-540	106	39	proficiency	proficiency	NOUN
futech-540	106	40	excel	excel	NOUN
futech-540	106	41	proficiency	proficiency	NOUN
futech-540	106	42	,	,	PUNCT
futech-540	106	43	data	datum	NOUN
futech-540	106	44	entry	entry	NOUN
futech-540	106	45	,	,	PUNCT
futech-540	106	46	software	software	NOUN
futech-540	106	47	operation	operation	NOUN
futech-540	106	48	chatgpt	chatgpt	NOUN
futech-540	106	49	experience	experience	NOUN
futech-540	106	50	,	,	PUNCT
futech-540	106	51	ai	ai	VERB
futech-540	106	52	tools	tool	NOUN
futech-540	106	53	familiarity	familiarity	NOUN
futech-540	106	54	,	,	PUNCT
futech-540	106	55	generative	generative	ADJ
futech-540	106	56	ai	ai	AUX
futech-540	106	57	usage	usage	NOUN
futech-540	106	58	4.2	4.2	NUM
futech-540	106	59	16.8	16.8	NUM
futech-540	106	60	+300.0	+300.0	PROPN
futech-540	106	61	analytical	analytical	ADJ
futech-540	106	62	capabilities	capability	NOUN
futech-540	106	63	statistical	statistical	ADJ
futech-540	106	64	analysis	analysis	NOUN
futech-540	106	65	,	,	PUNCT
futech-540	106	66	research	research	NOUN
futech-540	106	67	skills	skill	NOUN
futech-540	106	68	,	,	PUNCT
futech-540	106	69	report	report	NOUN
futech-540	106	70	writing	write	VERB
futech-540	106	71	ai	ai	NOUN
futech-540	106	72	-	-	PUNCT
futech-540	106	73	assisted	assist	VERB
futech-540	106	74	analysis	analysis	NOUN
futech-540	106	75	,	,	PUNCT
futech-540	106	76	data	datum	NOUN
futech-540	106	77	interpretation	interpretation	NOUN
futech-540	106	78	with	with	ADP
futech-540	106	79	ai	ai	PROPN
futech-540	106	80	,	,	PUNCT
futech-540	106	81	automated	automate	VERB
futech-540	106	82	reporting	report	VERB
futech-540	106	83	3.3	3.3	NUM
futech-540	106	84	12.1	12.1	NUM
futech-540	106	85	+266.7	+266.7	NUM
futech-540	106	86	communicatio	communicatio	NOUN
futech-540	106	87	n	n	NOUN
futech-540	106	88	skills	skill	NOUN
futech-540	106	89	written	write	VERB
futech-540	106	90	communication	communication	NOUN
futech-540	106	91	,	,	PUNCT
futech-540	106	92	presentation	presentation	NOUN
futech-540	106	93	skills	skill	NOUN
futech-540	106	94	,	,	PUNCT
futech-540	106	95	client	client	NOUN
futech-540	106	96	interaction	interaction	NOUN
futech-540	106	97	ai	ai	VERB
futech-540	106	98	content	content	NOUN
futech-540	106	99	creation	creation	NOUN
futech-540	106	100	,	,	PUNCT
futech-540	106	101	enhanced	enhance	VERB
futech-540	106	102	writing	writing	NOUN
futech-540	106	103	with	with	ADP
futech-540	106	104	ai	ai	PROPN
futech-540	106	105	,	,	PUNCT
futech-540	106	106	digital	digital	ADJ
futech-540	106	107	collaboration	collaboration	NOUN
futech-540	106	108	2.5	2.5	NUM
futech-540	106	109	8.9	8.9	NUM
futech-540	106	110	+256.0	+256.0	PRON
futech-540	106	111	problemsolving	problemsolve	VERB
futech-540	106	112	critical	critical	ADJ
futech-540	106	113	thinking	thinking	NOUN
futech-540	106	114	,	,	PUNCT
futech-540	106	115	independent	independent	ADJ
futech-540	106	116	analysis	analysis	NOUN
futech-540	106	117	,	,	PUNCT
futech-540	106	118	solution	solution	NOUN
futech-540	106	119	development	development	NOUN
futech-540	106	120	ai	ai	PROPN
futech-540	106	121	-	-	PUNCT
futech-540	106	122	supported	support	VERB
futech-540	106	123	reasoning	reasoning	NOUN
futech-540	106	124	,	,	PUNCT
futech-540	106	125	enhanced	enhance	VERB
futech-540	106	126	problem	problem	NOUN
futech-540	106	127	solving	solving	NOUN
futech-540	106	128	,	,	PUNCT
futech-540	106	129	technology	technology	NOUN
futech-540	106	130	integration	integration	NOUN
futech-540	106	131	1.9	1.9	NUM
futech-540	106	132	6.2	6.2	NUM
futech-540	106	133	+226.3	+226.3	ADP
futech-540	106	134	project	project	NOUN
futech-540	106	135	management	management	NOUN
futech-540	106	136	timeline	timeline	NOUN
futech-540	106	137	management	management	NOUN
futech-540	106	138	,	,	PUNCT
futech-540	106	139	resource	resource	NOUN
futech-540	106	140	allocation	allocation	NOUN
futech-540	106	141	,	,	PUNCT
futech-540	106	142	team	team	NOUN
futech-540	106	143	coordination	coordination	NOUN
futech-540	106	144	digital	digital	ADJ
futech-540	106	145	workflow	workflow	NOUN
futech-540	106	146	optimization	optimization	NOUN
futech-540	106	147	,	,	PUNCT
futech-540	106	148	ai	ai	VERB
futech-540	106	149	-	-	PUNCT
futech-540	106	150	assisted	assist	VERB
futech-540	106	151	planning	planning	NOUN
futech-540	106	152	,	,	PUNCT
futech-540	106	153	process	process	NOUN
futech-540	106	154	automation	automation	NOUN
futech-540	106	155	1.3	1.3	NUM
futech-540	106	156	4.8	4.8	NUM
futech-540	107	1	+269.2	+269.2	PRON
futech-540	107	2	creative	creative	ADJ
futech-540	107	3	tasks	task	NOUN
futech-540	107	4	design	design	NOUN
futech-540	107	5	thinking	thinking	NOUN
futech-540	107	6	,	,	PUNCT
futech-540	107	7	content	content	NOUN
futech-540	107	8	creation	creation	NOUN
futech-540	107	9	,	,	PUNCT
futech-540	107	10	innovation	innovation	NOUN
futech-540	107	11	ai	ai	ADJ
futech-540	107	12	-	-	PUNCT
futech-540	107	13	enhanced	enhance	VERB
futech-540	107	14	creativity	creativity	NOUN
futech-540	107	15	,	,	PUNCT
futech-540	107	16	content	content	NOUN
futech-540	107	17	generation	generation	NOUN
futech-540	107	18	,	,	PUNCT
futech-540	107	19	creative	creative	ADJ
futech-540	107	20	collaboration	collaboration	NOUN
futech-540	107	21	1.6	1.6	NUM
futech-540	107	22	5.6	5.6	NUM
futech-540	107	23	+250.0	+250.0	NUM
futech-540	107	24	quality	quality	NOUN
futech-540	107	25	assurance	assurance	NOUN
futech-540	107	26	manual	manual	ADJ
futech-540	107	27	review	review	NOUN
futech-540	107	28	,	,	PUNCT
futech-540	107	29	error	error	NOUN
futech-540	107	30	checking	checking	NOUN
futech-540	107	31	,	,	PUNCT
futech-540	107	32	compliance	compliance	NOUN
futech-540	107	33	monitoring	monitor	VERB
futech-540	107	34	output	output	NOUN
futech-540	107	35	validation	validation	NOUN
futech-540	107	36	,	,	PUNCT
futech-540	107	37	quality	quality	NOUN
futech-540	107	38	control	control	NOUN
futech-540	107	39	,	,	PUNCT
futech-540	107	40	review	review	NOUN
futech-540	107	41	processes	process	VERB
futech-540	107	42	1.0	1.0	NUM
futech-540	107	43	3.2	3.2	NUM
futech-540	107	44	+220.0	+220.0	PRON
futech-540	107	45	learning	learning	NOUN
futech-540	107	46	&	&	CCONJ
futech-540	107	47	adaptation	adaptation	NOUN
futech-540	107	48	professional	professional	ADJ
futech-540	107	49	development	development	NOUN
futech-540	107	50	,	,	PUNCT
futech-540	107	51	skill	skill	NOUN
futech-540	107	52	updating	updating	NOUN
futech-540	107	53	,	,	PUNCT
futech-540	107	54	training	train	VERB
futech-540	107	55	completion	completion	NOUN
futech-540	107	56	technology	technology	NOUN
futech-540	107	57	adaptation	adaptation	NOUN
futech-540	107	58	,	,	PUNCT
futech-540	107	59	platform	platform	NOUN
futech-540	107	60	learning	learning	NOUN
futech-540	107	61	,	,	PUNCT
futech-540	107	62	continuous	continuous	ADJ
futech-540	107	63	upskilling	upskille	VERB
futech-540	107	64	1.2	1.2	NUM
futech-540	107	65	3.8	3.8	NUM
futech-540	107	66	+216.7	+216.7	NUM
futech-540	108	1	note	note	NOUN
futech-540	108	2	:	:	PUNCT
futech-540	108	3	comparison	comparison	NOUN
futech-540	108	4	of	of	ADP
futech-540	108	5	traditional	traditional	ADJ
futech-540	108	6	and	and	CCONJ
futech-540	108	7	emerging	emerge	VERB
futech-540	108	8	ai	ai	ADJ
futech-540	108	9	-	-	PUNCT
futech-540	108	10	related	relate	VERB
futech-540	108	11	skill	skill	NOUN
futech-540	108	12	requirements	requirement	NOUN
futech-540	108	13	in	in	ADP
futech-540	108	14	knowledge	knowledge	NOUN
futech-540	108	15	work	work	NOUN
futech-540	108	16	job	job	NOUN
futech-540	108	17	postings	posting	NOUN
futech-540	108	18	based	base	VERB
futech-540	108	19	on	on	ADP
futech-540	108	20	5,000	5,000	NUM
futech-540	108	21	linkedin	linkedin	NOUN
futech-540	108	22	positions	position	NOUN
futech-540	108	23	(	(	PUNCT
futech-540	108	24	2022	2022	NUM
futech-540	108	25	-	-	SYM
futech-540	108	26	2024	2024	NUM
futech-540	108	27	)	)	PUNCT
futech-540	108	28	.	.	PUNCT
futech-540	109	1	frequencies	frequency	NOUN
futech-540	109	2	represent	represent	VERB
futech-540	109	3	the	the	DET
futech-540	109	4	percentage	percentage	NOUN
futech-540	109	5	of	of	ADP
futech-540	109	6	job	job	NOUN
futech-540	109	7	postings	posting	NOUN
futech-540	109	8	explicitly	explicitly	ADV
futech-540	109	9	mentioning	mention	VERB
futech-540	109	10	these	these	DET
futech-540	109	11	requirements	requirement	NOUN
futech-540	109	12	within	within	ADP
futech-540	109	13	each	each	DET
futech-540	109	14	skill	skill	NOUN
futech-540	109	15	category	category	NOUN
futech-540	109	16	.	.	PUNCT
futech-540	110	1	however	however	ADV
futech-540	110	2	,	,	PUNCT
futech-540	110	3	these	these	DET
futech-540	110	4	hybrid	hybrid	ADJ
futech-540	110	5	competencies	competency	NOUN
futech-540	110	6	present	present	VERB
futech-540	110	7	fundamental	fundamental	ADJ
futech-540	110	8	measurement	measurement	NOUN
futech-540	110	9	challenges	challenge	NOUN
futech-540	110	10	for	for	ADP
futech-540	110	11	traditional	traditional	ADJ
futech-540	110	12	performance	performance	NOUN
futech-540	110	13	evaluation	evaluation	NOUN
futech-540	110	14	systems	system	NOUN
futech-540	110	15	designed	design	VERB
futech-540	110	16	to	to	PART
futech-540	110	17	assess	assess	VERB
futech-540	110	18	discrete	discrete	ADJ
futech-540	110	19	individual	individual	ADJ
futech-540	110	20	capabilities	capability	NOUN
futech-540	110	21	rather	rather	ADV
futech-540	110	22	than	than	ADP
futech-540	110	23	collaborative	collaborative	ADJ
futech-540	110	24	human	human	ADJ
futech-540	110	25	-	-	PUNCT
futech-540	110	26	ai	ai	NOUN
futech-540	110	27	effectiveness	effectiveness	NOUN
futech-540	110	28	.	.	PUNCT
futech-540	111	1	organizations	organization	NOUN
futech-540	111	2	currently	currently	ADV
futech-540	111	3	lack	lack	VERB
futech-540	111	4	standardized	standardized	ADJ
futech-540	111	5	metrics	metric	NOUN
futech-540	111	6	to	to	PART
futech-540	111	7	evaluate	evaluate	VERB
futech-540	111	8	how	how	SCONJ
futech-540	111	9	effectively	effectively	ADV
futech-540	111	10	employees	employee	NOUN
futech-540	111	11	leverage	leverage	VERB
futech-540	111	12	ai	ai	VERB
futech-540	111	13	assistance	assistance	NOUN
futech-540	111	14	,	,	PUNCT
futech-540	111	15	validate	validate	VERB
futech-540	111	16	ai	ai	ADJ
futech-540	111	17	-	-	PUNCT
futech-540	111	18	generated	generate	VERB
futech-540	111	19	outputs	output	NOUN
futech-540	111	20	,	,	PUNCT
futech-540	111	21	or	or	CCONJ
futech-540	111	22	integrate	integrate	VERB
futech-540	111	23	artificial	artificial	ADJ
futech-540	111	24	intelligence	intelligence	NOUN
futech-540	111	25	into	into	ADP
futech-540	111	26	complex	complex	ADJ
futech-540	111	27	decision	decision	NOUN
futech-540	111	28	-	-	PUNCT
futech-540	111	29	making	make	VERB
futech-540	111	30	processes	process	NOUN
futech-540	111	31	.	.	PUNCT
futech-540	112	1	3.4	3.4	NUM
futech-540	112	2	industry	industry	NOUN
futech-540	112	3	differences	difference	VERB
futech-540	112	4	the	the	DET
futech-540	112	5	cross	cross	ADJ
futech-540	112	6	-	-	ADJ
futech-540	112	7	sectional	sectional	ADJ
futech-540	112	8	analysis	analysis	NOUN
futech-540	112	9	reveals	reveal	VERB
futech-540	112	10	substantial	substantial	ADJ
futech-540	112	11	heterogeneity	heterogeneity	NOUN
futech-540	112	12	in	in	ADP
futech-540	112	13	ai	ai	PROPN
futech-540	112	14	skills	skill	NOUN
futech-540	112	15	demand	demand	NOUN
futech-540	112	16	across	across	ADP
futech-540	112	17	knowledgeintensive	knowledgeintensive	ADJ
futech-540	112	18	sectors	sector	NOUN
futech-540	112	19	(	(	PUNCT
futech-540	112	20	figure	figure	NOUN
futech-540	112	21	4	4	NUM
futech-540	112	22	)	)	PUNCT
futech-540	112	23	.	.	PUNCT
futech-540	113	1	technology	technology	NOUN
futech-540	113	2	and	and	CCONJ
futech-540	113	3	software	software	NOUN
futech-540	113	4	organizations	organization	NOUN
futech-540	113	5	demonstrate	demonstrate	VERB
futech-540	113	6	the	the	DET
futech-540	113	7	highest	high	ADJ
futech-540	113	8	adoption	adoption	NOUN
futech-540	113	9	rates	rate	NOUN
futech-540	113	10	at	at	ADP
futech-540	113	11	43.2	43.2	NUM
futech-540	113	12	%	%	NOUN
futech-540	113	13	of	of	ADP
futech-540	113	14	job	job	NOUN
futech-540	113	15	postings	posting	NOUN
futech-540	113	16	,	,	PUNCT
futech-540	113	17	while	while	SCONJ
futech-540	113	18	government	government	NOUN
futech-540	113	19	and	and	CCONJ
futech-540	113	20	public	public	ADJ
futech-540	113	21	sector	sector	NOUN
futech-540	113	22	positions	position	NOUN
futech-540	113	23	exhibit	exhibit	VERB
futech-540	113	24	the	the	DET
futech-540	113	25	lowest	low	ADJ
futech-540	113	26	demand	demand	NOUN
futech-540	113	27	at	at	ADP
futech-540	113	28	9.7	9.7	NUM
futech-540	113	29	%	%	NOUN
futech-540	113	30	,	,	PUNCT
futech-540	113	31	creating	create	VERB
futech-540	113	32	a	a	DET
futech-540	113	33	differential	differential	NOUN
futech-540	113	34	of	of	ADP
futech-540	113	35	33.5	33.5	NUM
futech-540	113	36	percentage	percentage	NOUN
futech-540	113	37	points	point	NOUN
futech-540	113	38	between	between	ADP
futech-540	113	39	sectors	sector	NOUN
futech-540	113	40	.	.	PUNCT
futech-540	114	1	financial	financial	ADJ
futech-540	114	2	services	service	NOUN
futech-540	114	3	and	and	CCONJ
futech-540	114	4	management	management	NOUN
futech-540	114	5	consulting	consulting	NOUN
futech-540	114	6	sectors	sector	NOUN
futech-540	114	7	position	position	VERB
futech-540	114	8	themselves	themselves	PRON
futech-540	114	9	above	above	ADP
futech-540	114	10	the	the	DET
futech-540	114	11	cross	cross	ADJ
futech-540	114	12	-	-	ADJ
futech-540	114	13	industry	industry	ADJ
futech-540	114	14	average	average	NOUN
futech-540	114	15	of	of	ADP
futech-540	114	16	27.8	27.8	NUM
futech-540	114	17	%	%	NOUN
futech-540	114	18	,	,	PUNCT
futech-540	114	19	reflecting	reflect	VERB
futech-540	114	20	their	their	PRON
futech-540	114	21	strategic	strategic	ADJ
futech-540	114	22	emphasis	emphasis	NOUN
futech-540	114	23	on	on	ADP
futech-540	114	24	data	data	NOUN
futech-540	114	25	-	-	PUNCT
futech-540	114	26	driven	drive	VERB
futech-540	114	27	decision	decision	NOUN
futech-540	114	28	-	-	PUNCT
futech-540	114	29	making	making	NOUN
futech-540	114	30	and	and	CCONJ
futech-540	114	31	analytical	analytical	ADJ
futech-540	114	32	capabilities	capability	NOUN
futech-540	114	33	.	.	PUNCT
futech-540	115	1	healthcare	healthcare	NOUN
futech-540	115	2	and	and	CCONJ
futech-540	115	3	pharmaceuticals	pharmaceutical	NOUN
futech-540	115	4	organizations	organization	NOUN
futech-540	115	5	approach	approach	VERB
futech-540	115	6	near	near	ADP
futech-540	115	7	-	-	PUNCT
futech-540	115	8	average	average	ADJ
futech-540	115	9	adoption	adoption	NOUN
futech-540	115	10	levels	level	NOUN
futech-540	115	11	at	at	ADP
futech-540	115	12	28.6	28.6	NUM
futech-540	115	13	%	%	NOUN
futech-540	115	14	,	,	PUNCT
futech-540	115	15	indicating	indicate	VERB
futech-540	115	16	moderate	moderate	ADJ
futech-540	115	17	integration	integration	NOUN
futech-540	115	18	of	of	ADP
futech-540	115	19	ai	ai	ADJ
futech-540	115	20	competencies	competency	NOUN
futech-540	115	21	into	into	ADP
futech-540	115	22	clinical	clinical	ADJ
futech-540	115	23	and	and	CCONJ
futech-540	115	24	research	research	NOUN
futech-540	115	25	workflows	workflow	NOUN
futech-540	115	26	.	.	PUNCT
futech-540	116	1	marketing	marketing	NOUN
futech-540	116	2	and	and	CCONJ
futech-540	116	3	advertising	advertising	NOUN
futech-540	116	4	sectors	sector	NOUN
futech-540	116	5	exceed	exceed	VERB
futech-540	116	6	education	education	NOUN
futech-540	116	7	and	and	CCONJ
futech-540	116	8	training	training	NOUN
futech-540	116	9	sectors	sector	NOUN
futech-540	116	10	at	at	ADP
futech-540	116	11	21.5	21.5	NUM
futech-540	116	12	%	%	NOUN
futech-540	116	13	versus	versus	ADP
futech-540	116	14	19.2	19.2	NUM
futech-540	116	15	%	%	NOUN
futech-540	116	16	respectively	respectively	ADV
futech-540	116	17	,	,	PUNCT
futech-540	116	18	suggesting	suggest	VERB
futech-540	116	19	commercial	commercial	ADJ
futech-540	116	20	applications	application	NOUN
futech-540	116	21	drive	drive	VERB
futech-540	116	22	faster	fast	ADV
futech-540	116	23	ai	ai	VERB
futech-540	116	24	adoption	adoption	NOUN
futech-540	116	25	than	than	ADP
futech-540	116	26	institutional	institutional	ADJ
futech-540	116	27	educational	educational	ADJ
futech-540	116	28	contexts	contexts	NOUN
futech-540	116	29	.	.	PUNCT
futech-540	117	1	manufacturing	manufacturing	NOUN
futech-540	117	2	and	and	CCONJ
futech-540	117	3	engineering	engineering	NOUN
futech-540	117	4	sectors	sector	NOUN
futech-540	117	5	remain	remain	VERB
futech-540	117	6	below	below	ADP
futech-540	117	7	average	average	NOUN
futech-540	117	8	at	at	ADP
futech-540	117	9	16.8	16.8	NUM
futech-540	117	10	%	%	NOUN
futech-540	117	11	,	,	PUNCT
futech-540	117	12	potentially	potentially	ADV
futech-540	117	13	reflecting	reflect	VERB
futech-540	117	14	traditional	traditional	ADJ
futech-540	117	15	operational	operational	ADJ
futech-540	117	16	structures	structure	NOUN
futech-540	117	17	and	and	CCONJ
futech-540	117	18	regulatory	regulatory	ADJ
futech-540	117	19	constraints	constraint	NOUN
futech-540	117	20	.	.	PUNCT
futech-540	118	1	figure	figure	NOUN
futech-540	118	2	4	4	NUM
futech-540	118	3	.	.	PUNCT
futech-540	119	1	ai	ai	VERB
futech-540	119	2	skills	skill	NOUN
futech-540	119	3	demand	demand	NOUN
futech-540	119	4	across	across	ADP
futech-540	119	5	industry	industry	NOUN
futech-540	119	6	sectors	sector	NOUN
futech-540	119	7	(	(	PUNCT
futech-540	119	8	2024	2024	NUM
futech-540	119	9	)	)	PUNCT
futech-540	119	10	4	4	NUM
futech-540	119	11	.	.	PUNCT
futech-540	119	12	proposed	propose	VERB
futech-540	119	13	framework	framework	NOUN
futech-540	119	14	4.1	4.1	NUM
futech-540	119	15	three	three	NUM
futech-540	119	16	-	-	PUNCT
futech-540	119	17	dimensional	dimensional	ADJ
futech-540	119	18	model	model	NOUN
futech-540	119	19	the	the	DET
futech-540	119	20	proposed	propose	VERB
futech-540	119	21	framework	framework	NOUN
futech-540	119	22	reconceptualizes	reconceptualize	VERB
futech-540	119	23	performance	performance	NOUN
futech-540	119	24	evaluation	evaluation	NOUN
futech-540	119	25	through	through	ADP
futech-540	119	26	three	three	NUM
futech-540	119	27	integrated	integrate	VERB
futech-540	119	28	dimensions	dimension	NOUN
futech-540	119	29	that	that	PRON
futech-540	119	30	address	address	VERB
futech-540	119	31	the	the	DET
futech-540	119	32	empirical	empirical	ADJ
futech-540	119	33	skill	skill	NOUN
futech-540	119	34	transformation	transformation	NOUN
futech-540	119	35	documented	document	VERB
futech-540	119	36	in	in	ADP
futech-540	119	37	section	section	NOUN
futech-540	119	38	3	3	NUM
futech-540	119	39	(	(	PUNCT
futech-540	119	40	figure	figure	NOUN
futech-540	119	41	5	5	NUM
futech-540	119	42	)	)	PUNCT
futech-540	119	43	.	.	PUNCT
futech-540	120	1	ai	ai	AUX
futech-540	120	2	tool	tool	PROPN
futech-540	120	3	mastery	mastery	PROPN
futech-540	120	4	encompasses	encompass	VERB
futech-540	120	5	technical	technical	ADJ
futech-540	120	6	proficiency	proficiency	NOUN
futech-540	120	7	requirements	requirement	NOUN
futech-540	120	8	,	,	PUNCT
futech-540	120	9	ranging	range	VERB
futech-540	120	10	from	from	ADP
futech-540	120	11	basic	basic	ADJ
futech-540	120	12	generative	generative	NOUN
futech-540	120	13	ai	ai	VERB
futech-540	120	14	familiarity	familiarity	NOUN
futech-540	120	15	to	to	ADP
futech-540	120	16	advanced	advanced	ADJ
futech-540	120	17	tool	tool	NOUN
futech-540	120	18	integration	integration	NOUN
futech-540	120	19	capabilities	capability	NOUN
futech-540	120	20	.	.	PUNCT
futech-540	121	1	collaborative	collaborative	ADJ
futech-540	121	2	work	work	NOUN
futech-540	121	3	quality	quality	NOUN
futech-540	121	4	captures	capture	VERB
futech-540	121	5	the	the	DET
futech-540	121	6	effectiveness	effectiveness	NOUN
futech-540	121	7	of	of	ADP
futech-540	121	8	human	human	ADJ
futech-540	121	9	-	-	PUNCT
futech-540	121	10	ai	ai	NOUN
futech-540	121	11	cooperative	cooperative	ADJ
futech-540	121	12	processes	process	NOUN
futech-540	121	13	,	,	PUNCT
futech-540	121	14	including	include	VERB
futech-540	121	15	output	output	NOUN
futech-540	121	16	validation	validation	NOUN
futech-540	121	17	,	,	PUNCT
futech-540	121	18	quality	quality	NOUN
futech-540	121	19	control	control	NOUN
futech-540	121	20	,	,	PUNCT
futech-540	121	21	and	and	CCONJ
futech-540	121	22	enhanced	enhanced	ADJ
futech-540	121	23	decision	decision	NOUN
futech-540	121	24	-	-	PUNCT
futech-540	121	25	making	make	VERB
futech-540	121	26	workflows	workflow	NOUN
futech-540	121	27	.	.	PUNCT
futech-540	122	1	human	human	ADJ
futech-540	122	2	-	-	PUNCT
futech-540	122	3	ai	ai	NOUN
futech-540	122	4	synergy	synergy	NOUN
futech-540	122	5	represents	represent	VERB
futech-540	122	6	the	the	DET
futech-540	122	7	emergent	emergent	ADJ
futech-540	122	8	capability	capability	NOUN
futech-540	122	9	to	to	PART
futech-540	122	10	optimize	optimize	VERB
futech-540	122	11	human	human	ADJ
futech-540	122	12	cognitive	cognitive	ADJ
futech-540	122	13	strengths	strength	NOUN
futech-540	122	14	alongside	alongside	ADP
futech-540	122	15	artificial	artificial	ADJ
futech-540	122	16	intelligence	intelligence	NOUN
futech-540	122	17	assistance	assistance	NOUN
futech-540	122	18	,	,	PUNCT
futech-540	122	19	creating	create	VERB
futech-540	122	20	value	value	NOUN
futech-540	122	21	through	through	ADP
futech-540	122	22	complementary	complementary	ADJ
futech-540	122	23	task	task	NOUN
futech-540	122	24	allocation	allocation	NOUN
futech-540	122	25	.	.	PUNCT
futech-540	123	1	these	these	DET
futech-540	123	2	dimensions	dimension	NOUN
futech-540	123	3	intersect	intersect	ADJ
futech-540	123	4	to	to	PART
futech-540	123	5	form	form	VERB
futech-540	123	6	performance	performance	NOUN
futech-540	123	7	zones	zone	NOUN
futech-540	123	8	reflecting	reflect	VERB
futech-540	123	9	integrated	integrate	VERB
futech-540	123	10	competency	competency	NOUN
futech-540	123	11	levels	level	NOUN
futech-540	123	12	rather	rather	ADV
futech-540	123	13	than	than	ADP
futech-540	123	14	isolated	isolated	ADJ
futech-540	123	15	skill	skill	NOUN
futech-540	123	16	assessments	assessment	NOUN
futech-540	123	17	.	.	PUNCT
futech-540	124	1	the	the	DET
futech-540	124	2	framework	framework	NOUN
futech-540	124	3	addresses	address	VERB
futech-540	124	4	traditional	traditional	ADJ
futech-540	124	5	evaluation	evaluation	NOUN
futech-540	124	6	limitations	limitation	NOUN
futech-540	124	7	by	by	ADP
futech-540	124	8	enabling	enable	VERB
futech-540	124	9	organizations	organization	NOUN
futech-540	124	10	to	to	PART
futech-540	124	11	measure	measure	VERB
futech-540	124	12	hybrid	hybrid	ADJ
futech-540	124	13	capabilities	capability	NOUN
futech-540	124	14	emerging	emerge	VERB
futech-540	124	15	from	from	ADP
futech-540	124	16	human	human	ADJ
futech-540	124	17	-	-	PUNCT
futech-540	124	18	ai	ai	NOUN
futech-540	124	19	collaboration	collaboration	NOUN
futech-540	124	20	.	.	PUNCT
futech-540	125	1	performance	performance	NOUN
futech-540	125	2	assessment	assessment	NOUN
futech-540	125	3	occurs	occur	VERB
futech-540	125	4	within	within	ADP
futech-540	125	5	three	three	NUM
futech-540	125	6	-	-	PUNCT
futech-540	125	7	dimensional	dimensional	ADJ
futech-540	125	8	space	space	NOUN
futech-540	125	9	,	,	PUNCT
futech-540	125	10	where	where	SCONJ
futech-540	125	11	employee	employee	NOUN
futech-540	125	12	effectiveness	effectiveness	NOUN
futech-540	125	13	depends	depend	VERB
futech-540	125	14	on	on	ADP
futech-540	125	15	balanced	balanced	ADJ
futech-540	125	16	development	development	NOUN
futech-540	125	17	across	across	ADP
futech-540	125	18	all	all	DET
futech-540	125	19	dimensions	dimension	NOUN
futech-540	125	20	rather	rather	ADV
futech-540	125	21	than	than	ADP
futech-540	125	22	excellence	excellence	NOUN
futech-540	125	23	in	in	ADP
futech-540	125	24	single	single	ADJ
futech-540	125	25	competencies	competency	NOUN
futech-540	125	26	.	.	PUNCT
futech-540	126	1	this	this	DET
futech-540	126	2	approach	approach	NOUN
futech-540	126	3	accommodates	accommodate	VERB
futech-540	126	4	the	the	DET
futech-540	126	5	finding	finding	NOUN
futech-540	126	6	that	that	SCONJ
futech-540	126	7	27.8	27.8	NUM
futech-540	126	8	%	%	NOUN
futech-540	126	9	of	of	ADP
futech-540	126	10	zhixin	zhixin	PROPN
futech-540	126	11	yu	yu	PROPN
futech-540	126	12	&	&	CCONJ
futech-540	126	13	zhicheng	zhicheng	PROPN
futech-540	126	14	yu	yu	PROPN
futech-540	126	15	/future	/future	PROPN
futech-540	126	16	technology	technology	PROPN
futech-540	126	17	february	february	PROPN
futech-540	126	18	2026|	2026|	NUM
futech-540	126	19	volume	volume	NOUN
futech-540	126	20	05	05	NUM
futech-540	127	1	|	|	ADV
futech-540	127	2	issue	issue	NOUN
futech-540	127	3	01	01	NUM
futech-540	128	1	|	|	ADV
futech-540	128	2	pages	page	VERB
futech-540	128	3	47	47	NUM
futech-540	128	4	-	-	SYM
futech-540	128	5	54	54	NUM
futech-540	128	6	51	51	NUM
futech-540	128	7	knowledge	knowledge	NOUN
futech-540	128	8	worker	worker	NOUN
futech-540	128	9	positions	position	NOUN
futech-540	128	10	now	now	ADV
futech-540	128	11	require	require	VERB
futech-540	128	12	ai	ai	ADJ
futech-540	128	13	-	-	PUNCT
futech-540	128	14	related	relate	VERB
futech-540	128	15	skills	skill	NOUN
futech-540	128	16	,	,	PUNCT
futech-540	128	17	while	while	SCONJ
futech-540	128	18	providing	provide	VERB
futech-540	128	19	flexibility	flexibility	NOUN
futech-540	128	20	for	for	ADP
futech-540	128	21	industry	industry	NOUN
futech-540	128	22	-	-	PUNCT
futech-540	128	23	specific	specific	ADJ
futech-540	128	24	weighting	weighting	NOUN
futech-540	128	25	adjustments	adjustment	NOUN
futech-540	128	26	.	.	PUNCT
futech-540	129	1	figure	figure	VERB
futech-540	129	2	5	5	NUM
futech-540	129	3	.	.	PUNCT
futech-540	129	4	three	three	NUM
futech-540	129	5	-	-	PUNCT
futech-540	129	6	dimensional	dimensional	ADJ
futech-540	129	7	ai	ai	NOUN
futech-540	129	8	performance	performance	NOUN
futech-540	129	9	framework	framework	NOUN
futech-540	129	10	4.2	4.2	NUM
futech-540	129	11	simple	simple	ADJ
futech-540	129	12	metrics	metric	NOUN
futech-540	129	13	the	the	DET
futech-540	129	14	operationalization	operationalization	NOUN
futech-540	129	15	of	of	ADP
futech-540	129	16	the	the	DET
futech-540	129	17	three	three	NUM
futech-540	129	18	-	-	PUNCT
futech-540	129	19	dimensional	dimensional	ADJ
futech-540	129	20	framework	framework	NOUN
futech-540	129	21	requires	require	VERB
futech-540	129	22	practical	practical	ADJ
futech-540	129	23	measurement	measurement	NOUN
futech-540	129	24	indicators	indicator	NOUN
futech-540	129	25	that	that	PRON
futech-540	129	26	enable	enable	VERB
futech-540	129	27	organizations	organization	NOUN
futech-540	129	28	to	to	PART
futech-540	129	29	assess	assess	VERB
futech-540	129	30	human	human	ADJ
futech-540	129	31	-	-	PUNCT
futech-540	129	32	ai	ai	NOUN
futech-540	129	33	collaborative	collaborative	ADJ
futech-540	129	34	performance	performance	NOUN
futech-540	129	35	systematically	systematically	ADV
futech-540	129	36	(	(	PUNCT
futech-540	129	37	table	table	NOUN
futech-540	129	38	3	3	NUM
futech-540	129	39	)	)	PUNCT
futech-540	129	40	.	.	PUNCT
futech-540	130	1	this	this	DET
futech-540	130	2	study	study	NOUN
futech-540	130	3	proposes	propose	VERB
futech-540	130	4	streamlined	streamlined	ADJ
futech-540	130	5	metrics	metric	NOUN
futech-540	130	6	that	that	PRON
futech-540	130	7	address	address	VERB
futech-540	130	8	the	the	DET
futech-540	130	9	documented	document	VERB
futech-540	130	10	skill	skill	NOUN
futech-540	130	11	transformation	transformation	NOUN
futech-540	130	12	where	where	SCONJ
futech-540	130	13	27.8	27.8	NUM
futech-540	130	14	%	%	NOUN
futech-540	130	15	of	of	ADP
futech-540	130	16	knowledge	knowledge	NOUN
futech-540	130	17	worker	worker	NOUN
futech-540	130	18	positions	position	NOUN
futech-540	130	19	now	now	ADV
futech-540	130	20	demand	demand	VERB
futech-540	130	21	ai	ai	VERB
futech-540	130	22	competencies	competency	NOUN
futech-540	130	23	.	.	PUNCT
futech-540	131	1	ai	ai	VERB
futech-540	131	2	tool	tool	PROPN
futech-540	131	3	mastery	mastery	PROPN
futech-540	131	4	encompasses	encompass	VERB
futech-540	131	5	technical	technical	ADJ
futech-540	131	6	skill	skill	NOUN
futech-540	131	7	assessment	assessment	NOUN
futech-540	131	8	through	through	ADP
futech-540	131	9	chatgpt	chatgpt	NOUN
futech-540	131	10	experience	experience	NOUN
futech-540	131	11	evaluation	evaluation	NOUN
futech-540	131	12	and	and	CCONJ
futech-540	131	13	ai	ai	VERB
futech-540	131	14	tools	tool	NOUN
futech-540	131	15	familiarity	familiarity	NOUN
futech-540	131	16	testing	testing	NOUN
futech-540	131	17	,	,	PUNCT
futech-540	131	18	providing	provide	VERB
futech-540	131	19	quantifiable	quantifiable	ADJ
futech-540	131	20	measures	measure	NOUN
futech-540	131	21	of	of	ADP
futech-540	131	22	technological	technological	ADJ
futech-540	131	23	proficiency	proficiency	NOUN
futech-540	131	24	.	.	PUNCT
futech-540	132	1	collaborative	collaborative	ADJ
futech-540	132	2	work	work	NOUN
futech-540	132	3	quality	quality	NOUN
futech-540	132	4	focuses	focus	VERB
futech-540	132	5	on	on	ADP
futech-540	132	6	output	output	NOUN
futech-540	132	7	validation	validation	NOUN
futech-540	132	8	capabilities	capability	NOUN
futech-540	132	9	and	and	CCONJ
futech-540	132	10	ai	ai	AUX
futech-540	132	11	-	-	PUNCT
futech-540	132	12	assisted	assist	VERB
futech-540	132	13	analysis	analysis	NOUN
futech-540	132	14	competencies	competency	NOUN
futech-540	132	15	,	,	PUNCT
futech-540	132	16	establishing	establish	VERB
futech-540	132	17	benchmarks	benchmark	NOUN
futech-540	132	18	for	for	ADP
futech-540	132	19	quality	quality	NOUN
futech-540	132	20	control	control	NOUN
futech-540	132	21	effectiveness	effectiveness	NOUN
futech-540	132	22	and	and	CCONJ
futech-540	132	23	analytical	analytical	ADJ
futech-540	132	24	accuracy	accuracy	NOUN
futech-540	132	25	in	in	ADP
futech-540	132	26	human	human	NOUN
futech-540	132	27	-	-	PUNCT
futech-540	132	28	ai	ai	NOUN
futech-540	132	29	collaborative	collaborative	ADJ
futech-540	132	30	environments	environment	NOUN
futech-540	132	31	.	.	PUNCT
futech-540	133	1	human	human	ADJ
futech-540	133	2	-	-	PUNCT
futech-540	133	3	ai	ai	NOUN
futech-540	133	4	synergy	synergy	NOUN
futech-540	133	5	measures	measure	NOUN
futech-540	133	6	ai	ai	AUX
futech-540	133	7	-	-	PUNCT
futech-540	133	8	supported	support	VERB
futech-540	133	9	reasoning	reasoning	NOUN
futech-540	133	10	abilities	ability	NOUN
futech-540	133	11	and	and	CCONJ
futech-540	133	12	technology	technology	NOUN
futech-540	133	13	integration	integration	NOUN
futech-540	133	14	effectiveness	effectiveness	NOUN
futech-540	133	15	through	through	ADP
futech-540	133	16	problem	problem	NOUN
futech-540	133	17	-	-	PUNCT
futech-540	133	18	solving	solve	VERB
futech-540	133	19	evaluation	evaluation	NOUN
futech-540	133	20	and	and	CCONJ
futech-540	133	21	integration	integration	NOUN
futech-540	133	22	capability	capability	NOUN
futech-540	133	23	assessment	assessment	NOUN
futech-540	133	24	.	.	PUNCT
futech-540	134	1	these	these	DET
futech-540	134	2	indicators	indicator	NOUN
futech-540	134	3	derive	derive	VERB
futech-540	134	4	from	from	ADP
futech-540	134	5	the	the	DET
futech-540	134	6	empirical	empirical	ADJ
futech-540	134	7	analysis	analysis	NOUN
futech-540	134	8	of	of	ADP
futech-540	134	9	emerging	emerge	VERB
futech-540	134	10	skill	skill	NOUN
futech-540	134	11	requirements	requirement	NOUN
futech-540	134	12	,	,	PUNCT
futech-540	134	13	enabling	enable	VERB
futech-540	134	14	organizations	organization	NOUN
futech-540	134	15	to	to	PART
futech-540	134	16	evaluate	evaluate	VERB
futech-540	134	17	employee	employee	NOUN
futech-540	134	18	performance	performance	NOUN
futech-540	134	19	within	within	ADP
futech-540	134	20	aiaugmented	aiaugmente	VERB
futech-540	134	21	work	work	NOUN
futech-540	134	22	contexts	context	NOUN
futech-540	134	23	rather	rather	ADV
futech-540	134	24	than	than	ADP
futech-540	134	25	traditional	traditional	ADJ
futech-540	134	26	individualfocused	individualfocused	ADJ
futech-540	134	27	metrics	metric	NOUN
futech-540	134	28	.	.	PUNCT
futech-540	135	1	the	the	DET
futech-540	135	2	framework	framework	NOUN
futech-540	135	3	addresses	address	NOUN
futech-540	135	4	measurement	measurement	NOUN
futech-540	135	5	challenges	challenge	NOUN
futech-540	135	6	identified	identify	VERB
futech-540	135	7	in	in	ADP
futech-540	135	8	conventional	conventional	ADJ
futech-540	135	9	performance	performance	NOUN
futech-540	135	10	systems	system	NOUN
futech-540	135	11	by	by	ADP
futech-540	135	12	capturing	capture	VERB
futech-540	135	13	collaborative	collaborative	ADJ
futech-540	135	14	effectiveness	effectiveness	NOUN
futech-540	135	15	between	between	ADP
futech-540	135	16	knowledge	knowledge	NOUN
futech-540	135	17	workers	worker	NOUN
futech-540	135	18	and	and	CCONJ
futech-540	135	19	artificial	artificial	ADJ
futech-540	135	20	intelligence	intelligence	NOUN
futech-540	135	21	tools	tool	NOUN
futech-540	135	22	,	,	PUNCT
futech-540	135	23	providing	provide	VERB
futech-540	135	24	organizations	organization	NOUN
futech-540	135	25	with	with	ADP
futech-540	135	26	actionable	actionable	ADJ
futech-540	135	27	assessment	assessment	NOUN
futech-540	135	28	criteria	criterion	NOUN
futech-540	135	29	for	for	ADP
futech-540	135	30	the	the	DET
futech-540	135	31	evolving	evolve	VERB
futech-540	135	32	workplace	workplace	NOUN
futech-540	135	33	landscape	landscape	NOUN
futech-540	135	34	.	.	PUNCT
futech-540	136	1	table	table	NOUN
futech-540	136	2	3	3	NUM
futech-540	136	3	.	.	X
futech-540	136	4	three	three	NUM
futech-540	136	5	-	-	PUNCT
futech-540	136	6	dimensional	dimensional	ADJ
futech-540	136	7	performance	performance	NOUN
futech-540	136	8	evaluation	evaluation	NOUN
futech-540	136	9	framework	framework	NOUN
futech-540	136	10	dimension	dimension	NOUN
futech-540	136	11	key	key	ADJ
futech-540	136	12	indicators	indicator	NOUN
futech-540	136	13	measurement	measurement	NOUN
futech-540	136	14	methods	method	NOUN
futech-540	136	15	ai	ai	VERB
futech-540	136	16	tool	tool	PROPN
futech-540	136	17	mastery	mastery	NOUN
futech-540	136	18	chatgpt	chatgpt	NOUN
futech-540	136	19	experience	experience	NOUN
futech-540	136	20	and	and	CCONJ
futech-540	136	21	ai	ai	VERB
futech-540	136	22	tools	tool	NOUN
futech-540	136	23	familiarity	familiarity	NOUN
futech-540	136	24	technical	technical	ADJ
futech-540	136	25	skill	skill	NOUN
futech-540	136	26	assessment	assessment	NOUN
futech-540	136	27	,	,	PUNCT
futech-540	136	28	usage	usage	NOUN
futech-540	136	29	proficiency	proficiency	NOUN
futech-540	136	30	evaluation	evaluation	NOUN
futech-540	136	31	collaborative	collaborative	ADJ
futech-540	136	32	work	work	NOUN
futech-540	136	33	quality	quality	NOUN
futech-540	136	34	output	output	NOUN
futech-540	136	35	validation	validation	NOUN
futech-540	136	36	and	and	CCONJ
futech-540	136	37	ai	ai	AUX
futech-540	136	38	-	-	PUNCT
futech-540	136	39	assisted	assist	VERB
futech-540	136	40	analysis	analysis	NOUN
futech-540	136	41	capabilities	capability	NOUN
futech-540	136	42	quality	quality	NOUN
futech-540	136	43	control	control	NOUN
futech-540	136	44	metrics	metric	NOUN
futech-540	136	45	,	,	PUNCT
futech-540	136	46	analytical	analytical	ADJ
futech-540	136	47	accuracy	accuracy	NOUN
futech-540	136	48	assessment	assessment	NOUN
futech-540	136	49	human	human	NOUN
futech-540	136	50	-	-	PUNCT
futech-540	136	51	ai	ai	NOUN
futech-540	136	52	synergy	synergy	NOUN
futech-540	136	53	ai	ai	ADJ
futech-540	136	54	-	-	PUNCT
futech-540	136	55	supported	support	VERB
futech-540	136	56	reasoning	reasoning	NOUN
futech-540	136	57	and	and	CCONJ
futech-540	136	58	technology	technology	NOUN
futech-540	136	59	integration	integration	NOUN
futech-540	136	60	problem	problem	NOUN
futech-540	136	61	-	-	PUNCT
futech-540	136	62	solving	solve	VERB
futech-540	136	63	effectiveness	effectiveness	NOUN
futech-540	136	64	evaluation	evaluation	NOUN
futech-540	136	65	,	,	PUNCT
futech-540	136	66	integration	integration	NOUN
futech-540	136	67	capability	capability	NOUN
futech-540	136	68	assessment	assessment	NOUN
futech-540	136	69	note	note	NOUN
futech-540	136	70	:	:	PUNCT
futech-540	136	71	framework	framework	NOUN
futech-540	136	72	addresses	address	NOUN
futech-540	136	73	the	the	DET
futech-540	136	74	documented	document	VERB
futech-540	136	75	transformation	transformation	NOUN
futech-540	136	76	where	where	SCONJ
futech-540	136	77	27.8	27.8	NUM
futech-540	136	78	%	%	NOUN
futech-540	136	79	of	of	ADP
futech-540	136	80	knowledge	knowledge	NOUN
futech-540	136	81	worker	worker	NOUN
futech-540	136	82	positions	position	NOUN
futech-540	136	83	now	now	ADV
futech-540	136	84	require	require	VERB
futech-540	136	85	ai	ai	PRON
futech-540	136	86	competencies	competency	NOUN
futech-540	136	87	.	.	PUNCT
futech-540	137	1	indicators	indicator	NOUN
futech-540	137	2	derived	derive	VERB
futech-540	137	3	from	from	ADP
futech-540	137	4	empirical	empirical	ADJ
futech-540	137	5	analysis	analysis	NOUN
futech-540	137	6	of	of	ADP
futech-540	137	7	emerging	emerge	VERB
futech-540	137	8	skill	skill	NOUN
futech-540	137	9	requirements	requirement	NOUN
futech-540	137	10	in	in	ADP
futech-540	137	11	human	human	ADJ
futech-540	137	12	-	-	PUNCT
futech-540	137	13	ai	ai	NOUN
futech-540	137	14	collaborative	collaborative	ADJ
futech-540	137	15	work	work	NOUN
futech-540	137	16	environments	environment	NOUN
futech-540	137	17	.	.	PUNCT
futech-540	138	1	4.3	4.3	NUM
futech-540	138	2	framework	framework	NOUN
futech-540	138	3	application	application	NOUN
futech-540	138	4	guidelines	guideline	VERB
futech-540	138	5	the	the	DET
futech-540	138	6	transformation	transformation	NOUN
futech-540	138	7	from	from	ADP
futech-540	138	8	traditional	traditional	ADJ
futech-540	138	9	performance	performance	NOUN
futech-540	138	10	evaluation	evaluation	NOUN
futech-540	138	11	systems	system	NOUN
futech-540	138	12	to	to	PART
futech-540	138	13	ai	ai	VERB
futech-540	138	14	-	-	PUNCT
futech-540	138	15	enhanced	enhance	VERB
futech-540	138	16	collaborative	collaborative	ADJ
futech-540	138	17	assessment	assessment	NOUN
futech-540	138	18	requires	require	VERB
futech-540	138	19	systematic	systematic	ADJ
futech-540	138	20	integration	integration	NOUN
futech-540	138	21	of	of	ADP
futech-540	138	22	the	the	DET
futech-540	138	23	three	three	NUM
futech-540	138	24	-	-	PUNCT
futech-540	138	25	dimensional	dimensional	ADJ
futech-540	138	26	framework	framework	NOUN
futech-540	138	27	developed	develop	VERB
futech-540	138	28	through	through	ADP
futech-540	138	29	this	this	DET
futech-540	138	30	research	research	NOUN
futech-540	138	31	(	(	PUNCT
futech-540	138	32	figure	figure	NOUN
futech-540	138	33	6	6	NUM
futech-540	138	34	)	)	PUNCT
futech-540	138	35	.	.	PUNCT
futech-540	139	1	organizations	organization	NOUN
futech-540	139	2	must	must	AUX
futech-540	139	3	transition	transition	VERB
futech-540	139	4	beyond	beyond	ADP
futech-540	139	5	individual	individual	ADJ
futech-540	139	6	performance	performance	NOUN
futech-540	139	7	focus	focus	NOUN
futech-540	139	8	and	and	CCONJ
futech-540	139	9	output	output	NOUN
futech-540	139	10	-	-	PUNCT
futech-540	139	11	based	base	VERB
futech-540	139	12	metrics	metric	NOUN
futech-540	139	13	toward	toward	ADP
futech-540	139	14	a	a	DET
futech-540	139	15	comprehensive	comprehensive	ADJ
futech-540	139	16	evaluation	evaluation	NOUN
futech-540	139	17	of	of	ADP
futech-540	139	18	human	human	NOUN
futech-540	139	19	-	-	PUNCT
futech-540	139	20	ai	ai	NOUN
futech-540	139	21	collaborative	collaborative	ADJ
futech-540	139	22	effectiveness	effectiveness	NOUN
futech-540	139	23	.	.	PUNCT
futech-540	140	1	the	the	DET
futech-540	140	2	framework	framework	NOUN
futech-540	140	3	incorporates	incorporate	VERB
futech-540	140	4	ai	ai	VERB
futech-540	140	5	tool	tool	PROPN
futech-540	140	6	mastery	mastery	NOUN
futech-540	140	7	,	,	PUNCT
futech-540	140	8	collaborative	collaborative	ADJ
futech-540	140	9	work	work	NOUN
futech-540	140	10	quality	quality	NOUN
futech-540	140	11	,	,	PUNCT
futech-540	140	12	and	and	CCONJ
futech-540	140	13	human	human	ADJ
futech-540	140	14	-	-	PUNCT
futech-540	140	15	ai	ai	NOUN
futech-540	140	16	synergy	synergy	NOUN
futech-540	140	17	as	as	ADP
futech-540	140	18	interconnected	interconnected	ADJ
futech-540	140	19	dimensions	dimension	NOUN
futech-540	140	20	that	that	PRON
futech-540	140	21	collectively	collectively	ADV
futech-540	140	22	address	address	VERB
futech-540	140	23	the	the	DET
futech-540	140	24	documented	document	VERB
futech-540	140	25	skill	skill	NOUN
futech-540	140	26	transformation	transformation	NOUN
futech-540	140	27	where	where	SCONJ
futech-540	140	28	27.8	27.8	NUM
futech-540	140	29	%	%	NOUN
futech-540	140	30	of	of	ADP
futech-540	140	31	knowledge	knowledge	NOUN
futech-540	140	32	worker	worker	NOUN
futech-540	140	33	positions	position	NOUN
futech-540	140	34	now	now	ADV
futech-540	140	35	require	require	VERB
futech-540	140	36	ai	ai	PRON
futech-540	140	37	competencies	competency	NOUN
futech-540	140	38	.	.	PUNCT
futech-540	141	1	the	the	DET
futech-540	141	2	empirical	empirical	ADJ
futech-540	141	3	evidence	evidence	NOUN
futech-540	141	4	supporting	support	VERB
futech-540	141	5	this	this	DET
futech-540	141	6	paradigm	paradigm	NOUN
futech-540	141	7	shift	shift	NOUN
futech-540	141	8	includes	include	VERB
futech-540	141	9	the	the	DET
futech-540	141	10	376	376	NUM
futech-540	141	11	%	%	NOUN
futech-540	141	12	growth	growth	NOUN
futech-540	141	13	in	in	ADP
futech-540	141	14	ai	ai	NOUN
futech-540	141	15	skills	skill	NOUN
futech-540	141	16	demand	demand	NOUN
futech-540	141	17	and	and	CCONJ
futech-540	141	18	17.7	17.7	NUM
futech-540	141	19	%	%	NOUN
futech-540	141	20	average	average	ADJ
futech-540	141	21	salary	salary	NOUN
futech-540	141	22	premium	premium	NOUN
futech-540	141	23	for	for	ADP
futech-540	141	24	ai	ai	ADJ
futech-540	141	25	-	-	PUNCT
futech-540	141	26	competent	competent	ADJ
futech-540	141	27	workers	worker	NOUN
futech-540	141	28	,	,	PUNCT
futech-540	141	29	establishing	establish	VERB
futech-540	141	30	market	market	NOUN
futech-540	141	31	validation	validation	NOUN
futech-540	141	32	for	for	ADP
futech-540	141	33	the	the	DET
futech-540	141	34	proposed	propose	VERB
futech-540	141	35	evaluation	evaluation	NOUN
futech-540	141	36	approach	approach	NOUN
futech-540	141	37	.	.	PUNCT
futech-540	142	1	application	application	NOUN
futech-540	142	2	of	of	ADP
futech-540	142	3	this	this	DET
futech-540	142	4	framework	framework	NOUN
futech-540	142	5	enables	enable	VERB
futech-540	142	6	organizations	organization	NOUN
futech-540	142	7	to	to	PART
futech-540	142	8	measure	measure	VERB
futech-540	142	9	hybrid	hybrid	ADJ
futech-540	142	10	competencies	competency	NOUN
futech-540	142	11	emerging	emerge	VERB
futech-540	142	12	from	from	ADP
futech-540	142	13	human	human	ADJ
futech-540	142	14	-	-	PUNCT
futech-540	142	15	ai	ai	NOUN
futech-540	142	16	collaboration	collaboration	NOUN
futech-540	142	17	rather	rather	ADV
futech-540	142	18	than	than	ADP
futech-540	142	19	discrete	discrete	VERB
futech-540	142	20	individual	individual	ADJ
futech-540	142	21	capabilities	capability	NOUN
futech-540	142	22	.	.	PUNCT
futech-540	143	1	organizations	organization	NOUN
futech-540	143	2	implementing	implement	VERB
futech-540	143	3	this	this	DET
futech-540	143	4	framework	framework	NOUN
futech-540	143	5	can	can	AUX
futech-540	143	6	expect	expect	VERB
futech-540	143	7	enhanced	enhanced	ADJ
futech-540	143	8	alignment	alignment	NOUN
futech-540	143	9	with	with	ADP
futech-540	143	10	evolving	evolve	VERB
futech-540	143	11	market	market	NOUN
futech-540	143	12	demands	demand	NOUN
futech-540	143	13	,	,	PUNCT
futech-540	143	14	improved	improve	VERB
futech-540	143	15	talent	talent	NOUN
futech-540	143	16	attraction	attraction	NOUN
futech-540	143	17	and	and	CCONJ
futech-540	143	18	retention	retention	NOUN
futech-540	143	19	capabilities	capability	NOUN
futech-540	143	20	,	,	PUNCT
futech-540	143	21	and	and	CCONJ
futech-540	143	22	more	more	ADV
futech-540	143	23	accurate	accurate	ADJ
futech-540	143	24	assessment	assessment	NOUN
futech-540	143	25	of	of	ADP
futech-540	143	26	knowledge	knowledge	NOUN
futech-540	143	27	worker	worker	NOUN
futech-540	143	28	productivity	productivity	NOUN
futech-540	143	29	in	in	ADP
futech-540	143	30	aiaugmented	aiaugmente	VERB
futech-540	143	31	environments	environment	NOUN
futech-540	143	32	.	.	PUNCT
futech-540	144	1	traditional	traditional	ADJ
futech-540	144	2	model	model	NOUN
futech-540	144	3	individual	individual	ADJ
futech-540	144	4	performance	performance	NOUN
futech-540	144	5	focus	focus	VERB
futech-540	144	6	output	output	NOUN
futech-540	144	7	-	-	PUNCT
futech-540	144	8	based	base	VERB
futech-540	144	9	metrics	metric	NOUN
futech-540	144	10	manual	manual	ADJ
futech-540	144	11	assessment	assessment	NOUN
futech-540	144	12	framework	framework	NOUN
futech-540	144	13	development	development	NOUN
futech-540	144	14	three	three	NUM
futech-540	144	15	-	-	PUNCT
futech-540	144	16	dimensional	dimensional	ADJ
futech-540	144	17	integration	integration	NOUN
futech-540	144	18	:	:	PUNCT
futech-540	144	19	al	al	PROPN
futech-540	144	20	tool	tool	PROPN
futech-540	144	21	mastery	mastery	PROPN
futech-540	144	22	collaborative	collaborative	ADJ
futech-540	144	23	work	work	NOUN
futech-540	144	24	quality	quality	NOUN
futech-540	144	25	human	human	PROPN
futech-540	144	26	-	-	PUNCT
futech-540	144	27	al	al	PROPN
futech-540	144	28	synergy	synergy	PROPN
futech-540	144	29	al	al	PROPN
futech-540	144	30	-	-	PUNCT
futech-540	144	31	enhanced	enhance	VERB
futech-540	144	32	model	model	NOUN
futech-540	144	33	collaborative	collaborative	ADJ
futech-540	144	34	effectiveness	effectiveness	NOUN
futech-540	144	35	hybrid	hybrid	ADJ
futech-540	144	36	competencies	competency	NOUN
futech-540	144	37	integrated	integrate	VERB
futech-540	144	38	assessment	assessment	NOUN
futech-540	144	39	empirical	empirical	ADJ
futech-540	144	40	evidence	evidence	NOUN
futech-540	144	41	:	:	PUNCT
futech-540	144	42	·	·	PUNCT
futech-540	144	43	27.8	27.8	NUM
futech-540	144	44	%	%	NOUN
futech-540	144	45	of	of	ADP
futech-540	144	46	positions	position	NOUN
futech-540	144	47	require	require	VERB
futech-540	144	48	al	al	PROPN
futech-540	144	49	competencies	competency	NOUN
futech-540	144	50	·	·	PUNCT
futech-540	144	51	376	376	NUM
futech-540	144	52	%	%	NOUN
futech-540	144	53	growth	growth	NOUN
futech-540	144	54	in	in	ADP
futech-540	144	55	al	al	PROPN
futech-540	144	56	skills	skill	NOUN
futech-540	144	57	demand	demand	NOUN
futech-540	144	58	·	·	SYM
futech-540	144	59	17.7	17.7	NUM
futech-540	144	60	%	%	NOUN
futech-540	144	61	average	average	ADJ
futech-540	144	62	salary	salary	NOUN
futech-540	144	63	premium	premium	NOUN
futech-540	144	64	for	for	ADP
futech-540	144	65	al	al	PROPN
futech-540	144	66	skills	skill	NOUN
futech-540	144	67	conceptual	conceptual	ADJ
futech-540	144	68	shift	shift	NOUN
futech-540	144	69	:	:	PUNCT
futech-540	144	70	·	·	PUNCT
futech-540	144	71	from	from	ADP
futech-540	144	72	individual	individual	NOUN
futech-540	144	73	to	to	ADP
futech-540	144	74	collaborative	collaborative	ADJ
futech-540	144	75	assessment	assessment	NOUN
futech-540	144	76	·	·	SYM
futech-540	144	77	human	human	NOUN
futech-540	144	78	-	-	PUNCT
futech-540	144	79	al	al	PROPN
futech-540	144	80	synergy	synergy	NOUN
futech-540	144	81	measurement	measurement	NOUN
futech-540	144	82	·	·	PUNCT
futech-540	144	83	industry	industry	NOUN
futech-540	144	84	-	-	PUNCT
futech-540	144	85	adaptive	adaptive	ADJ
futech-540	144	86	implementation	implementation	NOUN
futech-540	144	87	performance	performance	NOUN
futech-540	144	88	evaluation	evaluation	NOUN
futech-540	144	89	paradigm	paradigm	NOUN
futech-540	144	90	transformation	transformation	NOUN
futech-540	144	91	figure	figure	NOUN
futech-540	144	92	6	6	NUM
futech-540	144	93	.	.	PUNCT
futech-540	144	94	performance	performance	NOUN
futech-540	144	95	evaluation	evaluation	NOUN
futech-540	144	96	framework	framework	NOUN
futech-540	144	97	transformation	transformation	NOUN
futech-540	144	98	5	5	NUM
futech-540	144	99	.	.	PUNCT
futech-540	144	100	discussion	discussion	NOUN
futech-540	144	101	from	from	ADP
futech-540	144	102	a	a	DET
futech-540	144	103	theoretical	theoretical	ADJ
futech-540	144	104	perspective	perspective	NOUN
futech-540	144	105	,	,	PUNCT
futech-540	144	106	this	this	DET
futech-540	144	107	research	research	NOUN
futech-540	144	108	advances	advance	VERB
futech-540	144	109	performance	performance	NOUN
futech-540	144	110	management	management	NOUN
futech-540	144	111	theory	theory	NOUN
futech-540	144	112	by	by	ADP
futech-540	144	113	integrating	integrate	VERB
futech-540	144	114	the	the	DET
futech-540	144	115	resource	resource	NOUN
futech-540	144	116	-	-	PUNCT
futech-540	144	117	based	base	VERB
futech-540	144	118	view	view	NOUN
futech-540	144	119	and	and	CCONJ
futech-540	144	120	task	task	NOUN
futech-540	144	121	-	-	PUNCT
futech-540	144	122	technology	technology	NOUN
futech-540	144	123	fit	fit	ADJ
futech-540	144	124	frameworks	framework	NOUN
futech-540	144	125	to	to	PART
futech-540	144	126	explain	explain	VERB
futech-540	144	127	ai	ai	VERB
futech-540	144	128	's	's	PART
futech-540	144	129	role	role	NOUN
futech-540	144	130	in	in	ADP
futech-540	144	131	organizational	organizational	ADJ
futech-540	144	132	effectiveness	effectiveness	NOUN
futech-540	144	133	.	.	PUNCT
futech-540	145	1	the	the	DET
futech-540	145	2	threedimensional	threedimensional	ADJ
futech-540	145	3	framework	framework	NOUN
futech-540	145	4	reconceptualizes	reconceptualize	NOUN
futech-540	145	5	ai	ai	VERB
futech-540	145	6	as	as	ADP
futech-540	145	7	a	a	DET
futech-540	145	8	complementary	complementary	ADJ
futech-540	145	9	organizational	organizational	ADJ
futech-540	145	10	resource	resource	NOUN
futech-540	145	11	rather	rather	ADV
futech-540	145	12	than	than	ADP
futech-540	145	13	a	a	DET
futech-540	145	14	substitutive	substitutive	ADJ
futech-540	145	15	technology	technology	NOUN
futech-540	145	16	,	,	PUNCT
futech-540	145	17	addressing	address	VERB
futech-540	145	18	fundamental	fundamental	ADJ
futech-540	145	19	gaps	gap	NOUN
futech-540	145	20	in	in	ADP
futech-540	145	21	traditional	traditional	ADJ
futech-540	145	22	models	model	NOUN
futech-540	145	23	such	such	ADJ
futech-540	145	24	as	as	ADP
futech-540	145	25	kaplan	kaplan	PROPN
futech-540	145	26	and	and	CCONJ
futech-540	145	27	norton	norton	PROPN
futech-540	145	28	's	's	PART
futech-540	145	29	balanced	balanced	ADJ
futech-540	145	30	scorecard	scorecard	NOUN
futech-540	145	31	,	,	PUNCT
futech-540	145	32	which	which	PRON
futech-540	145	33	assume	assume	VERB
futech-540	145	34	individual	individual	ADJ
futech-540	145	35	-	-	PUNCT
futech-540	145	36	based	base	VERB
futech-540	145	37	value	value	NOUN
futech-540	145	38	creation	creation	NOUN
futech-540	145	39	.	.	PUNCT
futech-540	146	1	the	the	DET
futech-540	146	2	empirical	empirical	ADJ
futech-540	146	3	finding	finding	NOUN
futech-540	146	4	that	that	SCONJ
futech-540	146	5	27.8	27.8	NUM
futech-540	146	6	%	%	NOUN
futech-540	146	7	of	of	ADP
futech-540	146	8	knowledge	knowledge	NOUN
futech-540	146	9	worker	worker	NOUN
futech-540	146	10	positions	position	NOUN
futech-540	146	11	now	now	ADV
futech-540	146	12	require	require	VERB
futech-540	146	13	ai	ai	ADJ
futech-540	146	14	competencies	competency	NOUN
futech-540	146	15	supports	support	VERB
futech-540	146	16	the	the	DET
futech-540	146	17	theoretical	theoretical	ADJ
futech-540	146	18	proposition	proposition	NOUN
futech-540	146	19	that	that	SCONJ
futech-540	146	20	technology	technology	NOUN
futech-540	146	21	integration	integration	NOUN
futech-540	146	22	transforms	transform	VERB
futech-540	146	23	the	the	DET
futech-540	146	24	nature	nature	NOUN
futech-540	146	25	of	of	ADP
futech-540	146	26	performance	performance	NOUN
futech-540	146	27	,	,	PUNCT
futech-540	146	28	necessitating	necessitate	VERB
futech-540	146	29	evaluation	evaluation	NOUN
futech-540	146	30	systems	system	NOUN
futech-540	146	31	that	that	PRON
futech-540	146	32	measure	measure	VERB
futech-540	146	33	collaborative	collaborative	ADJ
futech-540	146	34	effectiveness	effectiveness	NOUN
futech-540	146	35	rather	rather	ADV
futech-540	146	36	than	than	ADP
futech-540	146	37	isolated	isolated	ADJ
futech-540	146	38	individual	individual	ADJ
futech-540	146	39	contributions	contribution	NOUN
futech-540	146	40	.	.	PUNCT
futech-540	147	1	the	the	DET
futech-540	147	2	376	376	NUM
futech-540	147	3	%	%	NOUN
futech-540	147	4	increase	increase	NOUN
futech-540	147	5	in	in	ADP
futech-540	147	6	demand	demand	NOUN
futech-540	147	7	for	for	ADP
futech-540	147	8	ai	ai	PRON
futech-540	147	9	capability	capability	NOUN
futech-540	147	10	is	be	AUX
futech-540	147	11	a	a	DET
futech-540	147	12	paradigm	paradigm	NOUN
futech-540	147	13	shift	shift	NOUN
futech-540	147	14	in	in	ADP
futech-540	147	15	knowledge	knowledge	NOUN
futech-540	147	16	organization	organization	NOUN
futech-540	147	17	value	value	NOUN
futech-540	147	18	creation	creation	NOUN
futech-540	147	19	[	[	X
futech-540	147	20	24	24	NUM
futech-540	147	21	]	]	PUNCT
futech-540	147	22	.	.	PUNCT
futech-540	148	1	the	the	DET
futech-540	148	2	shift	shift	NOUN
futech-540	148	3	contradicts	contradict	VERB
futech-540	148	4	conventional	conventional	ADJ
futech-540	148	5	assumptions	assumption	NOUN
futech-540	148	6	regarding	regard	VERB
futech-540	148	7	individual	individual	ADJ
futech-540	148	8	capability	capability	NOUN
futech-540	148	9	measurement	measurement	NOUN
futech-540	148	10	because	because	SCONJ
futech-540	148	11	current	current	ADJ
futech-540	148	12	models	model	NOUN
futech-540	148	13	are	be	AUX
futech-540	148	14	incapable	incapable	ADJ
futech-540	148	15	of	of	ADP
futech-540	148	16	fully	fully	ADV
futech-540	148	17	explaining	explain	VERB
futech-540	148	18	collective	collective	ADJ
futech-540	148	19	efficacy	efficacy	NOUN
futech-540	148	20	at	at	ADP
futech-540	148	21	the	the	DET
futech-540	148	22	point	point	NOUN
futech-540	148	23	where	where	SCONJ
futech-540	148	24	human	human	ADJ
futech-540	148	25	cognitive	cognitive	ADJ
futech-540	148	26	capacity	capacity	NOUN
futech-540	148	27	meets	meet	VERB
futech-540	148	28	artificial	artificial	ADJ
futech-540	148	29	intelligence	intelligence	NOUN
futech-540	148	30	capacity	capacity	NOUN
futech-540	148	31	[	[	X
futech-540	148	32	25	25	NUM
futech-540	148	33	]	]	PUNCT
futech-540	148	34	.	.	PUNCT
futech-540	149	1	generative	generative	ADJ
futech-540	149	2	ai	ai	VERB
futech-540	149	3	has	have	AUX
futech-540	149	4	revolutionized	revolutionize	VERB
futech-540	149	5	knowledge	knowledge	NOUN
futech-540	149	6	work	work	NOUN
futech-540	149	7	itself	itself	PRON
futech-540	149	8	,	,	PUNCT
futech-540	149	9	developing	develop	VERB
futech-540	149	10	hybrid	hybrid	ADJ
futech-540	149	11	task	task	NOUN
futech-540	149	12	environments	environment	NOUN
futech-540	149	13	where	where	SCONJ
futech-540	149	14	traditional	traditional	ADJ
futech-540	149	15	productivity	productivity	NOUN
futech-540	149	16	metrics	metric	NOUN
futech-540	149	17	no	no	ADV
futech-540	149	18	longer	long	ADV
futech-540	149	19	function	function	VERB
futech-540	149	20	as	as	ADP
futech-540	149	21	valid	valid	ADJ
futech-540	149	22	predictors	predictor	NOUN
futech-540	149	23	of	of	ADP
futech-540	149	24	real	real	ADJ
futech-540	149	25	performance	performance	NOUN
futech-540	149	26	contribution	contribution	NOUN
futech-540	149	27	[	[	X
futech-540	149	28	26	26	NUM
futech-540	149	29	]	]	PUNCT
futech-540	149	30	.	.	PUNCT
futech-540	150	1	companies	company	NOUN
futech-540	150	2	that	that	PRON
futech-540	150	3	use	use	VERB
futech-540	150	4	pre	pre	ADJ
futech-540	150	5	-	-	ADJ
futech-540	150	6	ai	ai	ADJ
futech-540	150	7	assessment	assessment	NOUN
futech-540	150	8	models	model	NOUN
futech-540	150	9	risk	risk	VERB
futech-540	150	10	systematically	systematically	ADV
futech-540	150	11	underestimating	underestimate	VERB
futech-540	150	12	workers	worker	NOUN
futech-540	150	13	who	who	PRON
futech-540	150	14	possess	possess	VERB
futech-540	150	15	valuable	valuable	ADJ
futech-540	150	16	human	human	NOUN
futech-540	150	17	-	-	PUNCT
futech-540	150	18	ai	ai	PROPN
futech-540	150	19	zhixin	zhixin	PROPN
futech-540	150	20	yu	yu	PROPN
futech-540	150	21	&	&	CCONJ
futech-540	150	22	zhicheng	zhicheng	PROPN
futech-540	150	23	yu	yu	PROPN
futech-540	150	24	/future	/future	PROPN
futech-540	150	25	technology	technology	PROPN
futech-540	150	26	february	february	PROPN
futech-540	150	27	2026|	2026|	NUM
futech-540	150	28	volume	volume	NOUN
futech-540	150	29	05	05	NUM
futech-540	151	1	|	|	ADV
futech-540	151	2	issue	issue	NOUN
futech-540	151	3	01	01	NUM
futech-540	152	1	|	|	ADV
futech-540	152	2	pages	page	VERB
futech-540	152	3	47	47	NUM
futech-540	152	4	-	-	SYM
futech-540	152	5	54	54	NUM
futech-540	152	6	52	52	NUM
futech-540	152	7	collaboration	collaboration	NOUN
futech-540	152	8	skills	skill	NOUN
futech-540	152	9	[	[	X
futech-540	152	10	27	27	NUM
futech-540	152	11	]	]	PUNCT
futech-540	152	12	.	.	PUNCT
futech-540	153	1	scholarship	scholarship	NOUN
futech-540	153	2	on	on	ADP
futech-540	153	3	worker	worker	NOUN
futech-540	153	4	-	-	PUNCT
futech-540	153	5	ai	ai	NOUN
futech-540	153	6	coexistence	coexistence	NOUN
futech-540	153	7	points	point	NOUN
futech-540	153	8	to	to	ADP
futech-540	153	9	the	the	DET
futech-540	153	10	imperative	imperative	NOUN
futech-540	153	11	of	of	ADP
futech-540	153	12	recalibrating	recalibrate	VERB
futech-540	153	13	workplace	workplace	NOUN
futech-540	153	14	assessment	assessment	NOUN
futech-540	153	15	systems	system	NOUN
futech-540	153	16	to	to	PART
futech-540	153	17	fit	fit	VERB
futech-540	153	18	new	new	ADJ
futech-540	153	19	collaboration	collaboration	NOUN
futech-540	153	20	paradigms	paradigm	NOUN
futech-540	153	21	[	[	X
futech-540	153	22	28	28	NUM
futech-540	153	23	]	]	PUNCT
futech-540	153	24	.	.	PUNCT
futech-540	154	1	aside	aside	ADV
futech-540	154	2	from	from	ADP
futech-540	154	3	compensation	compensation	NOUN
futech-540	154	4	equity	equity	NOUN
futech-540	154	5	issues	issue	NOUN
futech-540	154	6	,	,	PUNCT
futech-540	154	7	ai	ai	ADJ
futech-540	154	8	-	-	PUNCT
futech-540	154	9	driven	drive	VERB
futech-540	154	10	performance	performance	NOUN
futech-540	154	11	measurement	measurement	NOUN
futech-540	154	12	brings	bring	VERB
futech-540	154	13	with	with	ADP
futech-540	154	14	it	it	PRON
futech-540	154	15	serious	serious	ADJ
futech-540	154	16	organizational	organizational	ADJ
futech-540	154	17	change	change	NOUN
futech-540	154	18	management	management	NOUN
futech-540	154	19	issues	issue	NOUN
futech-540	154	20	.	.	PUNCT
futech-540	155	1	studies	study	NOUN
futech-540	155	2	on	on	ADP
futech-540	155	3	technology	technology	NOUN
futech-540	155	4	adoption	adoption	NOUN
futech-540	155	5	in	in	ADP
futech-540	155	6	performance	performance	NOUN
futech-540	155	7	management	management	NOUN
futech-540	155	8	contexts	context	NOUN
futech-540	155	9	identify	identify	VERB
futech-540	155	10	employee	employee	NOUN
futech-540	155	11	resistance	resistance	NOUN
futech-540	155	12	as	as	ADP
futech-540	155	13	being	be	AUX
futech-540	155	14	due	due	ADJ
futech-540	155	15	to	to	ADP
futech-540	155	16	fairness	fairness	NOUN
futech-540	155	17	and	and	CCONJ
futech-540	155	18	transparency	transparency	NOUN
futech-540	155	19	[	[	X
futech-540	155	20	29	29	NUM
futech-540	155	21	]	]	PUNCT
futech-540	155	22	.	.	PUNCT
futech-540	156	1	as	as	SCONJ
futech-540	156	2	the	the	DET
futech-540	156	3	criteria	criterion	NOUN
futech-540	156	4	of	of	ADP
futech-540	156	5	evaluation	evaluation	NOUN
futech-540	156	6	change	change	NOUN
futech-540	156	7	to	to	PART
futech-540	156	8	incorporate	incorporate	VERB
futech-540	156	9	ai	ai	NOUN
futech-540	156	10	expert	expert	ADJ
futech-540	156	11	knowledge	knowledge	NOUN
futech-540	156	12	,	,	PUNCT
futech-540	156	13	employees	employee	NOUN
futech-540	156	14	who	who	PRON
futech-540	156	15	had	have	AUX
futech-540	156	16	mastered	master	VERB
futech-540	156	17	previous	previous	ADJ
futech-540	156	18	paradigms	paradigm	NOUN
futech-540	156	19	would	would	AUX
futech-540	156	20	lose	lose	VERB
futech-540	156	21	out	out	ADP
futech-540	156	22	,	,	PUNCT
futech-540	156	23	and	and	CCONJ
futech-540	156	24	this	this	PRON
futech-540	156	25	would	would	AUX
futech-540	156	26	trigger	trigger	VERB
futech-540	156	27	serious	serious	ADJ
futech-540	156	28	organizational	organizational	ADJ
futech-540	156	29	conflict	conflict	NOUN
futech-540	156	30	.	.	PUNCT
futech-540	157	1	change	change	NOUN
futech-540	157	2	management	management	NOUN
futech-540	157	3	best	good	ADJ
futech-540	157	4	practice	practice	NOUN
futech-540	157	5	equals	equal	VERB
futech-540	157	6	rollout	rollout	NOUN
futech-540	157	7	success	success	NOUN
futech-540	157	8	,	,	PUNCT
futech-540	157	9	founded	found	VERB
futech-540	157	10	on	on	ADP
futech-540	157	11	large	large	ADJ
futech-540	157	12	-	-	PUNCT
futech-540	157	13	scale	scale	NOUN
futech-540	157	14	stakeholder	stakeholder	NOUN
futech-540	157	15	communication	communication	NOUN
futech-540	157	16	,	,	PUNCT
futech-540	157	17	pilot	pilot	NOUN
futech-540	157	18	rollout	rollout	NOUN
futech-540	157	19	by	by	ADP
futech-540	157	20	business	business	NOUN
futech-540	157	21	units	unit	NOUN
futech-540	157	22	,	,	PUNCT
futech-540	157	23	and	and	CCONJ
futech-540	157	24	phased	phase	VERB
futech-540	157	25	rollout	rollout	NOUN
futech-540	157	26	timelines	timeline	NOUN
futech-540	157	27	for	for	ADP
futech-540	157	28	competency	competency	NOUN
futech-540	157	29	development	development	NOUN
futech-540	157	30	step	step	NOUN
futech-540	157	31	-	-	PUNCT
futech-540	157	32	wise	wise	ADJ
futech-540	157	33	[	[	X
futech-540	157	34	30	30	NUM
futech-540	157	35	]	]	PUNCT
futech-540	157	36	.	.	PUNCT
futech-540	158	1	organizations	organization	NOUN
futech-540	158	2	need	need	VERB
futech-540	158	3	to	to	PART
futech-540	158	4	balance	balance	VERB
futech-540	158	5	the	the	DET
futech-540	158	6	necessity	necessity	NOUN
futech-540	158	7	for	for	ADP
futech-540	158	8	appraisal	appraisal	NOUN
futech-540	158	9	system	system	NOUN
futech-540	158	10	change	change	NOUN
futech-540	158	11	with	with	ADP
futech-540	158	12	employee	employee	NOUN
futech-540	158	13	interest	interest	NOUN
futech-540	158	14	and	and	CCONJ
futech-540	158	15	faith	faith	NOUN
futech-540	158	16	in	in	ADP
futech-540	158	17	change	change	NOUN
futech-540	158	18	.	.	PUNCT
futech-540	159	1	the	the	DET
futech-540	159	2	average	average	ADJ
futech-540	159	3	17.7	17.7	NUM
futech-540	159	4	%	%	NOUN
futech-540	159	5	salary	salary	NOUN
futech-540	159	6	increase	increase	NOUN
futech-540	159	7	for	for	ADP
futech-540	159	8	ai	ai	ADJ
futech-540	159	9	-	-	PUNCT
futech-540	159	10	skilled	skilled	ADJ
futech-540	159	11	professionals	professional	NOUN
futech-540	159	12	is	be	AUX
futech-540	159	13	a	a	DET
futech-540	159	14	market	market	NOUN
futech-540	159	15	demand	demand	NOUN
futech-540	159	16	for	for	ADP
futech-540	159	17	composite	composite	ADJ
futech-540	159	18	skills	skill	NOUN
futech-540	159	19	that	that	PRON
futech-540	159	20	can	can	AUX
futech-540	159	21	not	not	PART
futech-540	159	22	be	be	AUX
futech-540	159	23	measured	measure	VERB
futech-540	159	24	by	by	ADP
futech-540	159	25	current	current	ADJ
futech-540	159	26	appraisal	appraisal	NOUN
futech-540	159	27	systems	system	NOUN
futech-540	159	28	[	[	X
futech-540	159	29	31	31	NUM
futech-540	159	30	]	]	PUNCT
futech-540	159	31	.	.	PUNCT
futech-540	160	1	this	this	DET
futech-540	160	2	imbalance	imbalance	NOUN
futech-540	160	3	presages	presage	VERB
futech-540	160	4	organizational	organizational	ADJ
futech-540	160	5	hazards	hazard	NOUN
futech-540	160	6	since	since	SCONJ
futech-540	160	7	the	the	DET
futech-540	160	8	lack	lack	NOUN
futech-540	160	9	of	of	ADP
futech-540	160	10	know	know	NOUN
futech-540	160	11	-	-	PUNCT
futech-540	160	12	how	how	NOUN
futech-540	160	13	in	in	ADP
futech-540	160	14	performance	performance	NOUN
futech-540	160	15	management	management	NOUN
futech-540	160	16	systems	system	NOUN
futech-540	160	17	for	for	ADP
futech-540	160	18	ai	ai	VERB
futech-540	160	19	promise	promise	NOUN
futech-540	160	20	has	have	VERB
futech-540	160	21	the	the	DET
futech-540	160	22	potential	potential	NOUN
futech-540	160	23	to	to	PART
futech-540	160	24	misallocate	misallocate	VERB
futech-540	160	25	human	human	ADJ
futech-540	160	26	capital	capital	NOUN
futech-540	160	27	structurally	structurally	ADV
futech-540	160	28	[	[	X
futech-540	160	29	32	32	NUM
futech-540	160	30	]	]	PUNCT
futech-540	160	31	.	.	PUNCT
futech-540	161	1	our	our	PRON
futech-540	161	2	proposed	proposed	ADJ
futech-540	161	3	three	three	NUM
futech-540	161	4	-	-	PUNCT
futech-540	161	5	dimensional	dimensional	ADJ
futech-540	161	6	approach	approach	NOUN
futech-540	161	7	addresses	address	VERB
futech-540	161	8	the	the	DET
futech-540	161	9	burning	burn	VERB
futech-540	161	10	human	human	NOUN
futech-540	161	11	-	-	PUNCT
futech-540	161	12	ai	ai	NOUN
futech-540	161	13	collaborative	collaborative	ADJ
futech-540	161	14	measurement	measurement	NOUN
futech-540	161	15	gaps	gap	VERB
futech-540	161	16	that	that	SCONJ
futech-540	161	17	the	the	DET
futech-540	161	18	literature	literature	NOUN
futech-540	161	19	has	have	AUX
futech-540	161	20	posited	posit	VERB
futech-540	161	21	,	,	PUNCT
futech-540	161	22	but	but	CCONJ
futech-540	161	23	could	could	AUX
futech-540	161	24	not	not	PART
futech-540	161	25	address	address	VERB
futech-540	161	26	effectively	effectively	ADV
futech-540	161	27	[	[	X
futech-540	161	28	29	29	NUM
futech-540	161	29	]	]	PUNCT
futech-540	161	30	.	.	PUNCT
futech-540	162	1	human	human	ADJ
futech-540	162	2	-	-	PUNCT
futech-540	162	3	ai	ai	NOUN
futech-540	162	4	collaboration	collaboration	NOUN
futech-540	162	5	research	research	NOUN
futech-540	162	6	is	be	AUX
futech-540	162	7	discovered	discover	VERB
futech-540	162	8	to	to	PART
futech-540	162	9	lean	lean	VERB
futech-540	162	10	towards	towards	ADP
futech-540	162	11	maintenance	maintenance	NOUN
futech-540	162	12	of	of	ADP
futech-540	162	13	human	human	ADJ
futech-540	162	14	agency	agency	NOUN
futech-540	162	15	with	with	ADP
futech-540	162	16	greater	great	ADJ
futech-540	162	17	technical	technical	ADJ
futech-540	162	18	expertise	expertise	NOUN
futech-540	162	19	,	,	PUNCT
futech-540	162	20	but	but	CCONJ
futech-540	162	21	provides	provide	VERB
futech-540	162	22	little	little	ADJ
futech-540	162	23	advice	advice	NOUN
futech-540	162	24	on	on	ADP
futech-540	162	25	how	how	SCONJ
futech-540	162	26	to	to	PART
futech-540	162	27	gauge	gauge	VERB
futech-540	162	28	such	such	ADJ
futech-540	162	29	complex	complex	ADJ
futech-540	162	30	interactions	interaction	NOUN
futech-540	163	1	[	[	X
futech-540	163	2	33	33	NUM
futech-540	163	3	]	]	PUNCT
futech-540	163	4	.	.	PUNCT
futech-540	164	1	this	this	DET
futech-540	164	2	paper	paper	NOUN
futech-540	164	3	's	's	PART
futech-540	164	4	articulation	articulation	NOUN
futech-540	164	5	of	of	ADP
futech-540	164	6	ai	ai	PROPN
futech-540	164	7	tool	tool	PROPN
futech-540	164	8	mastery	mastery	NOUN
futech-540	164	9	,	,	PUNCT
futech-540	164	10	collaborative	collaborative	ADJ
futech-540	164	11	work	work	NOUN
futech-540	164	12	quality	quality	NOUN
futech-540	164	13	,	,	PUNCT
futech-540	164	14	and	and	CCONJ
futech-540	164	15	human	human	ADJ
futech-540	164	16	-	-	PUNCT
futech-540	164	17	ai	ai	NOUN
futech-540	164	18	synergy	synergy	NOUN
futech-540	164	19	variables	variable	NOUN
futech-540	164	20	offers	offer	VERB
futech-540	164	21	systematic	systematic	ADJ
futech-540	164	22	solutions	solution	NOUN
futech-540	164	23	to	to	ADP
futech-540	164	24	the	the	DET
futech-540	164	25	measurement	measurement	NOUN
futech-540	164	26	of	of	ADP
futech-540	164	27	hybrid	hybrid	NOUN
futech-540	164	28	skills	skill	NOUN
futech-540	164	29	as	as	ADP
futech-540	164	30	a	a	DET
futech-540	164	31	product	product	NOUN
futech-540	164	32	of	of	ADP
futech-540	164	33	humanmachine	humanmachine	ADJ
futech-540	164	34	collaboration	collaboration	NOUN
futech-540	164	35	[	[	X
futech-540	164	36	34	34	NUM
futech-540	164	37	]	]	PUNCT
futech-540	164	38	,	,	PUNCT
futech-540	164	39	in	in	ADP
futech-540	164	40	accordance	accordance	NOUN
futech-540	164	41	with	with	ADP
futech-540	164	42	integrative	integrative	ADJ
futech-540	164	43	job	job	NOUN
futech-540	164	44	performance	performance	NOUN
futech-540	164	45	measurement	measurement	NOUN
futech-540	164	46	frameworks	framework	NOUN
futech-540	164	47	that	that	PRON
futech-540	164	48	call	call	VERB
futech-540	164	49	for	for	ADP
futech-540	164	50	multidimensional	multidimensional	ADJ
futech-540	164	51	measurement	measurement	NOUN
futech-540	164	52	[	[	X
futech-540	164	53	35	35	NUM
futech-540	164	54	]	]	PUNCT
futech-540	164	55	.	.	PUNCT
futech-540	165	1	the	the	DET
futech-540	165	2	real	real	ADJ
futech-540	165	3	-	-	PUNCT
futech-540	165	4	world	world	NOUN
futech-540	165	5	tradeoffs	tradeoff	NOUN
futech-540	165	6	between	between	ADP
futech-540	165	7	standardization	standardization	NOUN
futech-540	165	8	and	and	CCONJ
futech-540	165	9	contextualization	contextualization	NOUN
futech-540	165	10	are	be	AUX
futech-540	165	11	uncovered	uncover	VERB
futech-540	165	12	through	through	ADP
futech-540	165	13	the	the	DET
futech-540	165	14	implementation	implementation	NOUN
futech-540	165	15	experience	experience	NOUN
futech-540	165	16	of	of	ADP
futech-540	165	17	early	early	ADJ
futech-540	165	18	adopter	adopter	ADJ
futech-540	165	19	organizations	organization	NOUN
futech-540	165	20	.	.	PUNCT
futech-540	166	1	since	since	SCONJ
futech-540	166	2	three	three	NUM
futech-540	166	3	-	-	PUNCT
futech-540	166	4	dimensional	dimensional	ADJ
futech-540	166	5	structure	structure	NOUN
futech-540	166	6	aids	aids	PROPN
futech-540	166	7	conceptual	conceptual	ADJ
futech-540	166	8	integrity	integrity	NOUN
futech-540	166	9	,	,	PUNCT
futech-540	166	10	organizations	organization	NOUN
futech-540	166	11	face	face	VERB
futech-540	166	12	high	high	ADJ
futech-540	166	13	heterogeneity	heterogeneity	NOUN
futech-540	166	14	in	in	ADP
futech-540	166	15	the	the	DET
futech-540	166	16	realization	realization	NOUN
futech-540	166	17	of	of	ADP
futech-540	166	18	ai	ai	PROPN
futech-540	166	19	tool	tool	PROPN
futech-540	166	20	mastery	mastery	NOUN
futech-540	166	21	across	across	ADP
futech-540	166	22	functional	functional	ADJ
futech-540	166	23	areas	area	NOUN
futech-540	166	24	[	[	X
futech-540	166	25	36	36	NUM
futech-540	166	26	]	]	PUNCT
futech-540	166	27	.	.	PUNCT
futech-540	167	1	whereas	whereas	SCONJ
futech-540	167	2	programming	programming	NOUN
futech-540	167	3	and	and	CCONJ
futech-540	167	4	api	api	NOUN
futech-540	167	5	integration	integration	NOUN
futech-540	167	6	capabilities	capability	NOUN
futech-540	167	7	are	be	AUX
futech-540	167	8	valued	value	VERB
futech-540	167	9	by	by	ADP
futech-540	167	10	technical	technical	ADJ
futech-540	167	11	functions	function	NOUN
futech-540	167	12	,	,	PUNCT
futech-540	167	13	timely	timely	ADJ
futech-540	167	14	engineering	engineering	NOUN
futech-540	167	15	and	and	CCONJ
futech-540	167	16	output	output	NOUN
futech-540	167	17	verification	verification	NOUN
futech-540	167	18	capabilities	capability	NOUN
futech-540	167	19	are	be	AUX
futech-540	167	20	valued	value	VERB
futech-540	167	21	by	by	ADP
futech-540	167	22	administrative	administrative	ADJ
futech-540	167	23	functions	function	NOUN
futech-540	167	24	.	.	PUNCT
futech-540	168	1	such	such	ADJ
futech-540	168	2	functional	functional	ADJ
futech-540	168	3	diversity	diversity	NOUN
futech-540	168	4	demands	demand	VERB
futech-540	168	5	a	a	DET
futech-540	168	6	competency	competency	NOUN
futech-540	168	7	library	library	NOUN
futech-540	168	8	's	's	PART
futech-540	168	9	mapping	mapping	NOUN
futech-540	168	10	framework	framework	NOUN
futech-540	168	11	dimensions	dimension	NOUN
futech-540	168	12	to	to	ADP
futech-540	168	13	role	role	NOUN
futech-540	168	14	-	-	PUNCT
futech-540	168	15	based	base	VERB
futech-540	168	16	behavioral	behavioral	ADJ
futech-540	168	17	indicators	indicator	NOUN
futech-540	168	18	,	,	PUNCT
futech-540	168	19	creating	create	VERB
futech-540	168	20	implementation	implementation	NOUN
futech-540	168	21	complexity	complexity	NOUN
futech-540	168	22	but	but	CCONJ
futech-540	168	23	facilitating	facilitate	VERB
futech-540	168	24	evaluation	evaluation	NOUN
futech-540	168	25	relevance	relevance	NOUN
futech-540	168	26	in	in	ADP
futech-540	168	27	varied	varied	ADJ
futech-540	168	28	organizational	organizational	ADJ
futech-540	168	29	settings	setting	NOUN
futech-540	168	30	[	[	X
futech-540	168	31	37	37	NUM
futech-540	168	32	]	]	PUNCT
futech-540	168	33	.	.	PUNCT
futech-540	169	1	industry	industry	NOUN
futech-540	169	2	variation	variation	NOUN
futech-540	169	3	implies	imply	VERB
futech-540	169	4	powerful	powerful	ADJ
futech-540	169	5	low	low	ADJ
futech-540	169	6	-	-	PUNCT
futech-540	169	7	level	level	NOUN
futech-540	169	8	contextual	contextual	ADJ
futech-540	169	9	determinants	determinant	NOUN
futech-540	169	10	calling	call	VERB
futech-540	169	11	for	for	ADP
futech-540	169	12	framework	framework	NOUN
futech-540	169	13	adaptation	adaptation	NOUN
futech-540	169	14	.	.	PUNCT
futech-540	170	1	there	there	PRON
futech-540	170	2	is	be	VERB
futech-540	170	3	a	a	DET
futech-540	170	4	33.5	33.5	NUM
futech-540	170	5	percentage	percentage	NOUN
futech-540	170	6	point	point	NOUN
futech-540	170	7	disparity	disparity	NOUN
futech-540	170	8	in	in	ADP
futech-540	170	9	underlying	underlie	VERB
futech-540	170	10	organizational	organizational	ADJ
futech-540	170	11	readiness	readiness	NOUN
futech-540	170	12	levels	level	NOUN
futech-540	170	13	required	require	VERB
futech-540	170	14	for	for	ADP
futech-540	170	15	ai	ai	PRON
futech-540	170	16	adoption	adoption	NOUN
futech-540	170	17	[	[	X
futech-540	170	18	36	36	NUM
futech-540	170	19	]	]	PUNCT
futech-540	170	20	.	.	PUNCT
futech-540	171	1	performance	performance	NOUN
futech-540	171	2	measurement	measurement	NOUN
futech-540	171	3	systems	system	NOUN
futech-540	171	4	should	should	AUX
futech-540	171	5	have	have	VERB
futech-540	171	6	the	the	DET
futech-540	171	7	ability	ability	NOUN
futech-540	171	8	to	to	PART
futech-540	171	9	capture	capture	VERB
futech-540	171	10	flexibility	flexibility	NOUN
futech-540	171	11	in	in	ADP
futech-540	171	12	meeting	meet	VERB
futech-540	171	13	different	different	ADJ
futech-540	171	14	integration	integration	NOUN
futech-540	171	15	levels	level	NOUN
futech-540	171	16	without	without	ADP
futech-540	171	17	compromising	compromise	VERB
futech-540	171	18	the	the	DET
futech-540	171	19	consistency	consistency	NOUN
futech-540	171	20	of	of	ADP
futech-540	171	21	measurements	measurement	NOUN
futech-540	171	22	[	[	X
futech-540	171	23	30	30	NUM
futech-540	171	24	]	]	PUNCT
futech-540	171	25	.	.	PUNCT
futech-540	172	1	further	further	ADJ
futech-540	172	2	research	research	NOUN
futech-540	172	3	should	should	AUX
futech-540	172	4	investigate	investigate	VERB
futech-540	172	5	usage	usage	NOUN
futech-540	172	6	issues	issue	NOUN
futech-540	172	7	in	in	ADP
futech-540	172	8	the	the	DET
futech-540	172	9	operations	operation	NOUN
futech-540	172	10	of	of	ADP
futech-540	172	11	ai	ai	NOUN
futech-540	172	12	-	-	PUNCT
futech-540	172	13	based	base	VERB
futech-540	172	14	performance	performance	NOUN
futech-540	172	15	appraisal	appraisal	NOUN
futech-540	172	16	systems	system	NOUN
futech-540	172	17	and	and	CCONJ
futech-540	172	18	organizational	organizational	ADJ
futech-540	172	19	and	and	CCONJ
futech-540	172	20	employee	employee	NOUN
futech-540	172	21	development	development	NOUN
futech-540	172	22	consequences	consequence	NOUN
futech-540	172	23	[	[	X
futech-540	172	24	37	37	NUM
futech-540	172	25	]	]	PUNCT
futech-540	172	26	.	.	PUNCT
futech-540	173	1	interdependencies	interdependency	NOUN
futech-540	173	2	between	between	ADP
futech-540	173	3	ai	ai	NOUN
futech-540	173	4	-	-	PUNCT
futech-540	173	5	based	base	VERB
futech-540	173	6	performance	performance	NOUN
futech-540	173	7	systems	system	NOUN
futech-540	173	8	,	,	PUNCT
futech-540	173	9	motivation	motivation	NOUN
futech-540	173	10	,	,	PUNCT
futech-540	173	11	skill	skill	NOUN
futech-540	173	12	learning	learn	VERB
futech-540	173	13	channels	channel	NOUN
futech-540	173	14	,	,	PUNCT
futech-540	173	15	and	and	CCONJ
futech-540	173	16	employee	employee	NOUN
futech-540	173	17	career	career	NOUN
futech-540	173	18	development	development	NOUN
futech-540	173	19	should	should	AUX
futech-540	173	20	be	be	AUX
futech-540	173	21	researched	research	VERB
futech-540	173	22	[	[	X
futech-540	173	23	38,39	38,39	NOUN
futech-540	173	24	]	]	X
futech-540	173	25	.	.	PUNCT
futech-540	174	1	the	the	DET
futech-540	174	2	development	development	NOUN
futech-540	174	3	and	and	CCONJ
futech-540	174	4	testing	testing	NOUN
futech-540	174	5	of	of	ADP
futech-540	174	6	ai	ai	ADJ
futech-540	174	7	-	-	PUNCT
futech-540	174	8	augmented	augment	VERB
futech-540	174	9	skills	skill	NOUN
futech-540	174	10	standardization	standardization	NOUN
futech-540	174	11	are	be	AUX
futech-540	174	12	key	key	ADJ
futech-540	174	13	requirements	requirement	NOUN
futech-540	174	14	for	for	ADP
futech-540	174	15	building	build	VERB
futech-540	174	16	theorydriven	theorydriven	NOUN
futech-540	174	17	skills	skill	NOUN
futech-540	174	18	and	and	CCONJ
futech-540	174	19	everyday	everyday	ADJ
futech-540	174	20	practice	practice	NOUN
futech-540	174	21	.	.	PUNCT
futech-540	175	1	ai	ai	INTJ
futech-540	175	2	measurement	measurement	NOUN
futech-540	175	3	is	be	AUX
futech-540	175	4	also	also	ADV
futech-540	175	5	ethically	ethically	ADV
futech-540	175	6	incorrect	incorrect	ADJ
futech-540	175	7	as	as	SCONJ
futech-540	175	8	it	it	PRON
futech-540	175	9	raises	raise	VERB
futech-540	175	10	issues	issue	NOUN
futech-540	175	11	such	such	ADJ
futech-540	175	12	as	as	ADP
futech-540	175	13	algorithmic	algorithmic	ADJ
futech-540	175	14	control	control	NOUN
futech-540	175	15	,	,	PUNCT
futech-540	175	16	overwork	overwork	NOUN
futech-540	175	17	,	,	PUNCT
futech-540	175	18	and	and	CCONJ
futech-540	175	19	data	datum	NOUN
futech-540	175	20	concealment	concealment	NOUN
futech-540	175	21	.	.	PUNCT
futech-540	176	1	the	the	DET
futech-540	176	2	businesses	business	NOUN
futech-540	176	3	need	need	VERB
futech-540	176	4	to	to	PART
futech-540	176	5	implement	implement	VERB
futech-540	176	6	this	this	DET
futech-540	176	7	system	system	NOUN
futech-540	176	8	in	in	ADP
futech-540	176	9	the	the	DET
futech-540	176	10	open	open	ADJ
futech-540	176	11	world	world	NOUN
futech-540	176	12	and	and	CCONJ
futech-540	176	13	disclose	disclose	VERB
futech-540	176	14	the	the	DET
futech-540	176	15	assessment	assessment	NOUN
futech-540	176	16	parameters	parameter	NOUN
futech-540	176	17	to	to	ADP
futech-540	176	18	employees	employee	NOUN
futech-540	176	19	without	without	ADP
futech-540	176	20	diminishing	diminish	VERB
futech-540	176	21	human	human	ADJ
futech-540	176	22	judgment	judgment	NOUN
futech-540	176	23	in	in	ADP
futech-540	176	24	the	the	DET
futech-540	176	25	conclusion	conclusion	NOUN
futech-540	176	26	.	.	PUNCT
futech-540	177	1	standard	standard	ADJ
futech-540	177	2	audits	audits	NOUN
futech-540	177	3	should	should	AUX
futech-540	177	4	n't	not	PART
futech-540	177	5	be	be	AUX
futech-540	177	6	biased	bias	VERB
futech-540	177	7	in	in	ADP
futech-540	177	8	favor	favor	NOUN
futech-540	177	9	of	of	ADP
futech-540	177	10	algorithmic	algorithmic	ADJ
futech-540	177	11	bias	bias	NOUN
futech-540	177	12	,	,	PUNCT
futech-540	177	13	which	which	PRON
futech-540	177	14	favors	favor	VERB
futech-540	177	15	specific	specific	ADJ
futech-540	177	16	groups	group	NOUN
futech-540	177	17	,	,	PUNCT
futech-540	177	18	and	and	CCONJ
futech-540	177	19	must	must	AUX
futech-540	177	20	provide	provide	VERB
futech-540	177	21	equal	equal	ADJ
futech-540	177	22	evaluation	evaluation	NOUN
futech-540	177	23	outcomes	outcome	NOUN
futech-540	177	24	.	.	PUNCT
futech-540	178	1	6	6	X
futech-540	178	2	.	.	X
futech-540	178	3	conclusion	conclusion	NOUN
futech-540	178	4	this	this	DET
futech-540	178	5	study	study	NOUN
futech-540	178	6	presumes	presume	VERB
futech-540	178	7	that	that	SCONJ
futech-540	178	8	the	the	DET
futech-540	178	9	arrival	arrival	NOUN
futech-540	178	10	of	of	ADP
futech-540	178	11	chatgpt	chatgpt	NOUN
futech-540	178	12	brought	bring	VERB
futech-540	178	13	scale	scale	NOUN
futech-540	178	14	-	-	PUNCT
futech-540	178	15	level	level	NOUN
futech-540	178	16	requirements	requirement	NOUN
futech-540	178	17	of	of	ADP
futech-540	178	18	knowledge	knowledge	NOUN
futech-540	178	19	work	work	NOUN
futech-540	178	20	performance	performance	NOUN
futech-540	178	21	,	,	PUNCT
futech-540	178	22	and	and	CCONJ
futech-540	178	23	27.8	27.8	NUM
futech-540	178	24	%	%	NOUN
futech-540	178	25	officially	officially	ADV
futech-540	178	26	working	work	VERB
futech-540	178	27	tasks	task	NOUN
futech-540	178	28	require	require	VERB
futech-540	178	29	ai	ai	PROPN
futech-540	178	30	competency	competency	NOUN
futech-540	178	31	,	,	PUNCT
futech-540	178	32	and	and	CCONJ
futech-540	178	33	376	376	NUM
futech-540	178	34	%	%	NOUN
futech-540	178	35	growth	growth	NOUN
futech-540	178	36	rates	rate	NOUN
futech-540	178	37	require	require	VERB
futech-540	178	38	ai	ai	VERB
futech-540	178	39	competency	competency	NOUN
futech-540	178	40	as	as	ADP
futech-540	178	41	a	a	DET
futech-540	178	42	prerequisite	prerequisite	NOUN
futech-540	178	43	for	for	ADP
futech-540	178	44	organizational	organizational	ADJ
futech-540	178	45	capital	capital	NOUN
futech-540	178	46	.	.	PUNCT
futech-540	179	1	the	the	DET
futech-540	179	2	greatest	great	ADJ
futech-540	179	3	contribution	contribution	NOUN
futech-540	179	4	of	of	ADP
futech-540	179	5	this	this	DET
futech-540	179	6	study	study	NOUN
futech-540	179	7	is	be	AUX
futech-540	179	8	to	to	PART
futech-540	179	9	construct	construct	VERB
futech-540	179	10	a	a	DET
futech-540	179	11	three	three	NUM
futech-540	179	12	-	-	PUNCT
futech-540	179	13	dimensional	dimensional	ADJ
futech-540	179	14	performance	performance	NOUN
futech-540	179	15	measurement	measurement	NOUN
futech-540	179	16	model	model	NOUN
futech-540	179	17	on	on	ADP
futech-540	179	18	the	the	DET
futech-540	179	19	basis	basis	NOUN
futech-540	179	20	of	of	ADP
futech-540	179	21	human	human	NOUN
futech-540	179	22	-	-	PUNCT
futech-540	179	23	ai	ai	NOUN
futech-540	179	24	collaborative	collaborative	ADJ
futech-540	179	25	workplace	workplace	NOUN
futech-540	179	26	environments	environment	NOUN
futech-540	179	27	.	.	PUNCT
futech-540	180	1	positioning	position	VERB
futech-540	180	2	itself	itself	PRON
futech-540	180	3	at	at	ADP
futech-540	180	4	the	the	DET
futech-540	180	5	intersection	intersection	NOUN
futech-540	180	6	of	of	ADP
futech-540	180	7	ai	ai	PROPN
futech-540	180	8	tool	tool	PROPN
futech-540	180	9	mastery	mastery	NOUN
futech-540	180	10	drivers	driver	NOUN
futech-540	180	11	,	,	PUNCT
futech-540	180	12	collaborative	collaborative	ADJ
futech-540	180	13	work	work	NOUN
futech-540	180	14	quality	quality	NOUN
futech-540	180	15	drivers	driver	NOUN
futech-540	180	16	,	,	PUNCT
futech-540	180	17	and	and	CCONJ
futech-540	180	18	human	human	ADJ
futech-540	180	19	-	-	PUNCT
futech-540	180	20	ai	ai	NOUN
futech-540	180	21	synergy	synergy	NOUN
futech-540	180	22	drivers	driver	NOUN
futech-540	180	23	,	,	PUNCT
futech-540	180	24	the	the	DET
futech-540	180	25	model	model	NOUN
futech-540	180	26	makes	make	VERB
futech-540	180	27	it	it	PRON
futech-540	180	28	possible	possible	ADJ
futech-540	180	29	for	for	SCONJ
futech-540	180	30	the	the	DET
futech-540	180	31	company	company	NOUN
futech-540	180	32	to	to	PART
futech-540	180	33	measure	measure	VERB
futech-540	180	34	hybrid	hybrid	ADJ
futech-540	180	35	skills	skill	NOUN
futech-540	180	36	hidden	hide	VERB
futech-540	180	37	from	from	ADP
futech-540	180	38	the	the	DET
futech-540	180	39	previous	previous	ADJ
futech-540	180	40	individual	individual	NOUN
futech-540	180	41	-	-	PUNCT
futech-540	180	42	based	base	VERB
futech-540	180	43	systems	system	NOUN
futech-540	180	44	.	.	PUNCT
futech-540	181	1	the	the	DET
futech-540	181	2	recent	recent	ADJ
futech-540	181	3	17.7	17.7	NUM
futech-540	181	4	%	%	NOUN
futech-540	181	5	wage	wage	NOUN
futech-540	181	6	gap	gap	NOUN
futech-540	181	7	between	between	ADP
futech-540	181	8	workers	worker	NOUN
futech-540	181	9	augmented	augment	VERB
futech-540	181	10	by	by	ADP
futech-540	181	11	ai	ai	PRON
futech-540	181	12	only	only	ADV
futech-540	181	13	reflects	reflect	VERB
futech-540	181	14	marketplace	marketplace	NOUN
futech-540	181	15	trial	trial	NOUN
futech-540	181	16	runs	run	NOUN
futech-540	181	17	of	of	ADP
futech-540	181	18	such	such	ADJ
futech-540	181	19	fledgling	fledgling	NOUN
futech-540	181	20	necessity	necessity	NOUN
futech-540	181	21	skills	skill	NOUN
futech-540	181	22	,	,	PUNCT
futech-540	181	23	which	which	PRON
futech-540	181	24	initiated	initiate	VERB
futech-540	181	25	performance	performance	NOUN
futech-540	181	26	management	management	NOUN
futech-540	181	27	system	system	NOUN
futech-540	181	28	redesign	redesign	NOUN
futech-540	181	29	.	.	PUNCT
futech-540	182	1	such	such	DET
futech-540	182	2	an	an	DET
futech-540	182	3	institution	institution	NOUN
futech-540	182	4	that	that	PRON
futech-540	182	5	fails	fail	VERB
futech-540	182	6	to	to	PART
futech-540	182	7	update	update	VERB
futech-540	182	8	its	its	PRON
futech-540	182	9	system	system	NOUN
futech-540	182	10	of	of	ADP
futech-540	182	11	evaluation	evaluation	NOUN
futech-540	182	12	risks	risk	NOUN
futech-540	182	13	becoming	become	VERB
futech-540	182	14	a	a	DET
futech-540	182	15	victim	victim	NOUN
futech-540	182	16	of	of	ADP
futech-540	182	17	structural	structural	ADJ
futech-540	182	18	misallocation	misallocation	NOUN
futech-540	182	19	of	of	ADP
futech-540	182	20	human	human	ADJ
futech-540	182	21	capital	capital	NOUN
futech-540	182	22	and	and	CCONJ
futech-540	182	23	an	an	DET
futech-540	182	24	inability	inability	NOUN
futech-540	182	25	to	to	PART
futech-540	182	26	capitalize	capitalize	VERB
futech-540	182	27	on	on	ADP
futech-540	182	28	talent	talent	NOUN
futech-540	182	29	in	in	ADP
futech-540	182	30	an	an	DET
futech-540	182	31	increasingly	increasingly	ADV
futech-540	182	32	knowledge	knowledge	NOUN
futech-540	182	33	-	-	PUNCT
futech-540	182	34	based	base	VERB
futech-540	182	35	economy	economy	NOUN
futech-540	182	36	that	that	PRON
futech-540	182	37	is	be	AUX
futech-540	182	38	more	more	ADV
futech-540	182	39	competitive	competitive	ADJ
futech-540	182	40	.	.	PUNCT
futech-540	183	1	the	the	DET
futech-540	183	2	study	study	NOUN
futech-540	183	3	enables	enable	VERB
futech-540	183	4	the	the	DET
futech-540	183	5	development	development	NOUN
futech-540	183	6	of	of	ADP
futech-540	183	7	theory	theory	NOUN
futech-540	183	8	since	since	SCONJ
futech-540	183	9	the	the	DET
futech-540	183	10	transition	transition	NOUN
futech-540	183	11	to	to	PART
futech-540	183	12	team	team	VERB
futech-540	183	13	output	output	NOUN
futech-540	183	14	-	-	PUNCT
futech-540	183	15	based	base	VERB
futech-540	183	16	measure	measure	NOUN
futech-540	183	17	and	and	CCONJ
futech-540	183	18	collaborative	collaborative	ADJ
futech-540	183	19	effectiveness	effectiveness	NOUN
futech-540	183	20	measure	measure	NOUN
futech-540	183	21	constructs	construct	NOUN
futech-540	183	22	can	can	AUX
futech-540	183	23	be	be	AUX
futech-540	183	24	created	create	VERB
futech-540	183	25	,	,	PUNCT
futech-540	183	26	completing	complete	VERB
futech-540	183	27	the	the	DET
futech-540	183	28	research	research	NOUN
futech-540	183	29	gaps	gap	NOUN
futech-540	183	30	in	in	ADP
futech-540	183	31	performance	performance	NOUN
futech-540	183	32	management	management	NOUN
futech-540	183	33	.	.	PUNCT
futech-540	184	1	while	while	SCONJ
futech-540	184	2	methodological	methodological	ADJ
futech-540	184	3	constraints	constraint	NOUN
futech-540	184	4	are	be	AUX
futech-540	184	5	opposite	opposite	ADJ
futech-540	184	6	to	to	ADP
futech-540	184	7	generalizability	generalizability	NOUN
futech-540	184	8	,	,	PUNCT
futech-540	184	9	conclusions	conclusion	NOUN
futech-540	184	10	provide	provide	VERB
futech-540	184	11	pragmatic	pragmatic	ADJ
futech-540	184	12	recommendations	recommendation	NOUN
futech-540	184	13	to	to	ADP
futech-540	184	14	organizations	organization	NOUN
futech-540	184	15	that	that	PRON
futech-540	184	16	are	be	AUX
futech-540	184	17	undertaking	undertake	VERB
futech-540	184	18	aifacilitated	aifacilitate	VERB
futech-540	184	19	workplace	workplace	NOUN
futech-540	184	20	change	change	NOUN
futech-540	184	21	.	.	PUNCT
futech-540	185	1	future	future	ADJ
futech-540	185	2	research	research	NOUN
futech-540	185	3	should	should	AUX
futech-540	185	4	focus	focus	VERB
futech-540	185	5	on	on	ADP
futech-540	185	6	empirical	empirical	ADJ
futech-540	185	7	validation	validation	NOUN
futech-540	185	8	of	of	ADP
futech-540	185	9	the	the	DET
futech-540	185	10	proposed	propose	VERB
futech-540	185	11	framework	framework	NOUN
futech-540	185	12	through	through	ADP
futech-540	185	13	longitudinal	longitudinal	ADJ
futech-540	185	14	organizational	organizational	ADJ
futech-540	185	15	studies	study	NOUN
futech-540	185	16	and	and	CCONJ
futech-540	185	17	the	the	DET
futech-540	185	18	development	development	NOUN
futech-540	185	19	of	of	ADP
futech-540	185	20	standardized	standardized	ADJ
futech-540	185	21	assessment	assessment	NOUN
futech-540	185	22	tools	tool	NOUN
futech-540	185	23	for	for	ADP
futech-540	185	24	human	human	NOUN
futech-540	185	25	-	-	PUNCT
futech-540	185	26	ai	ai	NOUN
futech-540	185	27	collaborative	collaborative	ADJ
futech-540	185	28	competencies	competency	NOUN
futech-540	185	29	.	.	PUNCT
futech-540	186	1	the	the	DET
futech-540	186	2	study	study	NOUN
futech-540	186	3	ultimately	ultimately	ADV
futech-540	186	4	contributes	contribute	VERB
futech-540	186	5	to	to	ADP
futech-540	186	6	performance	performance	NOUN
futech-540	186	7	management	management	NOUN
futech-540	186	8	theory	theory	NOUN
futech-540	186	9	by	by	ADP
futech-540	186	10	providing	provide	VERB
futech-540	186	11	evidencebased	evidencebased	ADJ
futech-540	186	12	solutions	solution	NOUN
futech-540	186	13	for	for	ADP
futech-540	186	14	measuring	measure	VERB
futech-540	186	15	value	value	NOUN
futech-540	186	16	creation	creation	NOUN
futech-540	186	17	in	in	ADP
futech-540	186	18	the	the	DET
futech-540	186	19	evolving	evolve	VERB
futech-540	186	20	landscape	landscape	NOUN
futech-540	186	21	of	of	ADP
futech-540	186	22	ai	ai	ADV
futech-540	186	23	-	-	PUNCT
futech-540	186	24	enhanced	enhance	VERB
futech-540	186	25	knowledge	knowledge	NOUN
futech-540	186	26	work	work	NOUN
futech-540	186	27	.	.	PUNCT
futech-540	187	1	ethical	ethical	ADJ
futech-540	187	2	issue	issue	NOUN
futech-540	187	3	the	the	DET
futech-540	187	4	authors	author	NOUN
futech-540	187	5	are	be	AUX
futech-540	187	6	aware	aware	ADJ
futech-540	187	7	of	of	ADP
futech-540	187	8	and	and	CCONJ
futech-540	187	9	comply	comply	ADJ
futech-540	187	10	with	with	ADP
futech-540	187	11	best	good	ADJ
futech-540	187	12	practices	practice	NOUN
futech-540	187	13	in	in	ADP
futech-540	187	14	publication	publication	NOUN
futech-540	187	15	ethics	ethic	NOUN
futech-540	187	16	,	,	PUNCT
futech-540	187	17	specifically	specifically	ADV
futech-540	187	18	with	with	ADP
futech-540	187	19	regard	regard	NOUN
futech-540	187	20	to	to	ADP
futech-540	187	21	authorship	authorship	NOUN
futech-540	187	22	(	(	PUNCT
futech-540	187	23	avoidance	avoidance	NOUN
futech-540	187	24	of	of	ADP
futech-540	187	25	guest	guest	NOUN
futech-540	187	26	authorship	authorship	NOUN
futech-540	187	27	)	)	PUNCT
futech-540	187	28	,	,	PUNCT
futech-540	187	29	dual	dual	ADJ
futech-540	187	30	submission	submission	NOUN
futech-540	187	31	,	,	PUNCT
futech-540	187	32	manipulation	manipulation	NOUN
futech-540	187	33	of	of	ADP
futech-540	187	34	figures	figure	NOUN
futech-540	187	35	,	,	PUNCT
futech-540	187	36	competing	compete	VERB
futech-540	187	37	interests	interest	NOUN
futech-540	187	38	,	,	PUNCT
futech-540	187	39	and	and	CCONJ
futech-540	187	40	compliance	compliance	NOUN
futech-540	187	41	with	with	ADP
futech-540	187	42	policies	policy	NOUN
futech-540	187	43	on	on	ADP
futech-540	187	44	research	research	NOUN
futech-540	187	45	ethics	ethic	NOUN
futech-540	187	46	.	.	PUNCT
futech-540	188	1	the	the	DET
futech-540	188	2	authors	author	NOUN
futech-540	188	3	adhere	adhere	VERB
futech-540	188	4	to	to	ADP
futech-540	188	5	publication	publication	NOUN
futech-540	188	6	requirements	requirement	NOUN
futech-540	188	7	that	that	SCONJ
futech-540	188	8	the	the	DET
futech-540	188	9	submitted	submit	VERB
futech-540	188	10	work	work	NOUN
futech-540	188	11	is	be	AUX
futech-540	188	12	original	original	ADJ
futech-540	188	13	and	and	CCONJ
futech-540	188	14	has	have	AUX
futech-540	188	15	not	not	PART
futech-540	188	16	been	be	AUX
futech-540	188	17	published	publish	VERB
futech-540	188	18	elsewhere	elsewhere	ADV
futech-540	188	19	.	.	PUNCT
futech-540	189	1	data	datum	NOUN
futech-540	189	2	availability	availability	NOUN
futech-540	189	3	statement	statement	NOUN
futech-540	189	4	the	the	DET
futech-540	189	5	manuscript	manuscript	NOUN
futech-540	189	6	contains	contain	VERB
futech-540	189	7	all	all	DET
futech-540	189	8	the	the	DET
futech-540	189	9	data	datum	NOUN
futech-540	189	10	.	.	PUNCT
futech-540	190	1	however	however	ADV
futech-540	190	2	,	,	PUNCT
futech-540	190	3	more	more	ADJ
futech-540	190	4	data	datum	NOUN
futech-540	190	5	will	will	AUX
futech-540	190	6	be	be	AUX
futech-540	190	7	available	available	ADJ
futech-540	190	8	upon	upon	SCONJ
futech-540	190	9	request	request	NOUN
futech-540	190	10	from	from	ADP
futech-540	190	11	the	the	DET
futech-540	190	12	authors	author	NOUN
futech-540	190	13	.	.	PUNCT
futech-540	191	1	conflict	conflict	NOUN
futech-540	191	2	of	of	ADP
futech-540	191	3	interest	interest	NOUN
futech-540	191	4	the	the	DET
futech-540	191	5	authors	author	NOUN
futech-540	191	6	declare	declare	VERB
futech-540	191	7	no	no	DET
futech-540	191	8	potential	potential	ADJ
futech-540	191	9	conflict	conflict	NOUN
futech-540	191	10	of	of	ADP
futech-540	191	11	interest	interest	NOUN
futech-540	191	12	.	.	PUNCT
futech-540	192	1	zhixin	zhixin	PROPN
futech-540	192	2	yu	yu	PROPN
futech-540	192	3	&	&	CCONJ
futech-540	192	4	zhicheng	zhicheng	PROPN
futech-540	192	5	yu	yu	PROPN
futech-540	192	6	/future	/future	PROPN
futech-540	192	7	technology	technology	PROPN
futech-540	192	8	february	february	PROPN
futech-540	192	9	2026|	2026|	NUM
futech-540	192	10	volume	volume	NOUN
futech-540	192	11	05	05	NUM
futech-540	193	1	|	|	ADV
futech-540	193	2	issue	issue	NOUN
futech-540	193	3	01	01	NUM
futech-540	194	1	|	|	ADV
futech-540	194	2	pages	page	VERB
futech-540	194	3	47	47	NUM
futech-540	194	4	-	-	SYM
futech-540	194	5	54	54	NUM
futech-540	194	6	53	53	NUM
futech-540	194	7	references	reference	NOUN
futech-540	194	8	[	[	X
futech-540	194	9	1	1	NUM
futech-540	194	10	]	]	PUNCT
futech-540	194	11	y.	y.	PROPN
futech-540	194	12	k.	k.	PROPN
futech-540	195	1	dwivedi	dwivedi	PROPN
futech-540	195	2	et	et	PROPN
futech-540	195	3	al	al	PROPN
futech-540	195	4	.	.	PROPN
futech-540	195	5	,	,	PUNCT
futech-540	195	6	"	"	PUNCT
futech-540	195	7	opinion	opinion	NOUN
futech-540	195	8	paper:“so	paper:“so	VERB
futech-540	195	9	what	what	PRON
futech-540	195	10	if	if	SCONJ
futech-540	195	11	chatgpt	chatgpt	NOUN
futech-540	195	12	wrote	write	VERB
futech-540	195	13	it	it	PRON
futech-540	195	14	?	?	PUNCT
futech-540	195	15	”	"	PUNCT
futech-540	196	1	multidisciplinary	multidisciplinary	ADJ
futech-540	196	2	perspectives	perspective	NOUN
futech-540	196	3	on	on	ADP
futech-540	196	4	opportunities	opportunity	NOUN
futech-540	196	5	,	,	PUNCT
futech-540	196	6	challenges	challenge	NOUN
futech-540	196	7	and	and	CCONJ
futech-540	196	8	implications	implication	NOUN
futech-540	196	9	of	of	ADP
futech-540	196	10	generative	generative	ADJ
futech-540	196	11	conversational	conversational	ADJ
futech-540	196	12	ai	ai	NOUN
futech-540	196	13	for	for	ADP
futech-540	196	14	research	research	NOUN
futech-540	196	15	,	,	PUNCT
futech-540	196	16	practice	practice	NOUN
futech-540	196	17	and	and	CCONJ
futech-540	196	18	policy	policy	NOUN
futech-540	196	19	,	,	PUNCT
futech-540	196	20	"	"	PUNCT
futech-540	196	21	international	international	ADJ
futech-540	196	22	journal	journal	NOUN
futech-540	196	23	of	of	ADP
futech-540	196	24	information	information	NOUN
futech-540	196	25	management	management	NOUN
futech-540	196	26	,	,	PUNCT
futech-540	196	27	vol	vol	NOUN
futech-540	196	28	.	.	PROPN
futech-540	196	29	71	71	NUM
futech-540	196	30	,	,	PUNCT
futech-540	196	31	p.	p.	NOUN
futech-540	196	32	102642	102642	NUM
futech-540	196	33	,	,	PUNCT
futech-540	196	34	2023	2023	NUM
futech-540	196	35	.	.	PUNCT
futech-540	197	1	https://doi.org/10.1016/j.ijinfomgt.2023.102642	https://doi.org/10.1016/j.ijinfomgt.2023.102642	VERB
futech-540	197	2	[	[	X
futech-540	197	3	2	2	X
futech-540	197	4	]	]	PUNCT
futech-540	197	5	s.	s.	PROPN
futech-540	197	6	noy	noy	PROPN
futech-540	197	7	and	and	CCONJ
futech-540	197	8	w.	w.	PROPN
futech-540	197	9	zhang	zhang	PROPN
futech-540	197	10	,	,	PUNCT
futech-540	197	11	"	"	PUNCT
futech-540	197	12	experimental	experimental	ADJ
futech-540	197	13	evidence	evidence	NOUN
futech-540	197	14	on	on	ADP
futech-540	197	15	the	the	DET
futech-540	197	16	productivity	productivity	NOUN
futech-540	197	17	effects	effect	NOUN
futech-540	197	18	of	of	ADP
futech-540	197	19	generative	generative	ADJ
futech-540	197	20	artificial	artificial	ADJ
futech-540	197	21	intelligence	intelligence	NOUN
futech-540	197	22	,	,	PUNCT
futech-540	197	23	"	"	PUNCT
futech-540	197	24	science	science	NOUN
futech-540	197	25	,	,	PUNCT
futech-540	197	26	vol	vol	NOUN
futech-540	197	27	.	.	PROPN
futech-540	197	28	381	381	NUM
futech-540	197	29	,	,	PUNCT
futech-540	197	30	no	no	INTJ
futech-540	197	31	.	.	NOUN
futech-540	197	32	6654	6654	NUM
futech-540	197	33	,	,	PUNCT
futech-540	197	34	pp	pp	ADP
futech-540	197	35	.	.	PUNCT
futech-540	198	1	187	187	NUM
futech-540	198	2	-	-	SYM
futech-540	198	3	192	192	NUM
futech-540	198	4	,	,	PUNCT
futech-540	198	5	jul	jul	PROPN
futech-540	198	6	14	14	NUM
futech-540	198	7	2023	2023	NUM
futech-540	198	8	,	,	PUNCT
futech-540	198	9	doi	doi	NOUN
futech-540	198	10	:	:	PUNCT
futech-540	198	11	10.1126	10.1126	NUM
futech-540	198	12	/	/	SYM
futech-540	198	13	science.adh2586	science.adh2586	NOUN
futech-540	198	14	.	.	PUNCT
futech-540	198	15	doi:10.1126	doi:10.1126	PROPN
futech-540	198	16	/	/	PUNCT
futech-540	198	17	science.adh2586	science.adh2586	X
futech-540	199	1	[	[	X
futech-540	199	2	3	3	X
futech-540	199	3	]	]	X
futech-540	199	4	e.	e.	PROPN
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futech-540	199	6	,	,	PUNCT
futech-540	199	7	d.	d.	PROPN
futech-540	199	8	li	li	PROPN
futech-540	199	9	,	,	PUNCT
futech-540	199	10	and	and	CCONJ
futech-540	199	11	l.	l.	PROPN
futech-540	199	12	raymond	raymond	PROPN
futech-540	199	13	,	,	PUNCT
futech-540	199	14	"	"	PUNCT
futech-540	199	15	generative	generative	ADJ
futech-540	199	16	ai	ai	VERB
futech-540	199	17	at	at	ADP
futech-540	199	18	work	work	NOUN
futech-540	199	19	,	,	PUNCT
futech-540	199	20	"	"	PUNCT
futech-540	199	21	the	the	DET
futech-540	199	22	quarterly	quarterly	ADJ
futech-540	199	23	journal	journal	NOUN
futech-540	199	24	of	of	ADP
futech-540	199	25	economics	economic	NOUN
futech-540	199	26	,	,	PUNCT
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futech-540	199	28	.	.	PROPN
futech-540	200	1	140	140	NUM
futech-540	200	2	,	,	PUNCT
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futech-540	200	4	.	.	NOUN
futech-540	200	5	2	2	NUM
futech-540	200	6	,	,	PUNCT
futech-540	200	7	pp	pp	ADJ
futech-540	200	8	.	.	PUNCT
futech-540	201	1	889	889	NUM
futech-540	201	2	-	-	SYM
futech-540	201	3	942	942	NUM
futech-540	201	4	,	,	PUNCT
futech-540	201	5	2025	2025	NUM
futech-540	201	6	.	.	PUNCT
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futech-540	203	1	[	[	X
futech-540	203	2	4	4	NUM
futech-540	203	3	]	]	PUNCT
futech-540	203	4	a.	a.	NOUN
futech-540	203	5	m.	m.	NOUN
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futech-540	203	7	,	,	PUNCT
futech-540	203	8	m.	m.	NOUN
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futech-540	203	11	,	,	PUNCT
futech-540	203	12	a.	a.	PROPN
futech-540	203	13	z.	z.	PROPN
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futech-540	203	15	altayasinah	altayasinah	PROPN
futech-540	203	16	,	,	PUNCT
futech-540	203	17	and	and	CCONJ
futech-540	203	18	f.	f.	PROPN
futech-540	203	19	dakalbab	dakalbab	PROPN
futech-540	203	20	,	,	PUNCT
futech-540	203	21	"	"	PUNCT
futech-540	203	22	exploring	explore	VERB
futech-540	203	23	the	the	DET
futech-540	203	24	impact	impact	NOUN
futech-540	203	25	of	of	ADP
futech-540	203	26	chatgpt	chatgpt	NOUN
futech-540	203	27	:	:	PUNCT
futech-540	203	28	conversational	conversational	ADJ
futech-540	203	29	ai	ai	VERB
futech-540	203	30	in	in	ADP
futech-540	203	31	education	education	NOUN
futech-540	203	32	,	,	PUNCT
futech-540	203	33	"	"	PUNCT
futech-540	203	34	in	in	ADP
futech-540	203	35	frontiers	frontier	NOUN
futech-540	203	36	in	in	ADP
futech-540	203	37	education	education	NOUN
futech-540	203	38	,	,	PUNCT
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futech-540	203	40	,	,	PUNCT
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futech-540	203	42	.	.	NOUN
futech-540	204	1	9	9	NUM
futech-540	204	2	:	:	PUNCT
futech-540	204	3	frontiers	frontier	NOUN
futech-540	204	4	media	media	PROPN
futech-540	204	5	sa	sa	PROPN
futech-540	204	6	,	,	PUNCT
futech-540	204	7	p.	p.	NOUN
futech-540	204	8	1379796	1379796	NUM
futech-540	204	9	.	.	PUNCT
futech-540	205	1	https://doi.org/10.3389/feduc.2024.1379796	https://doi.org/10.3389/feduc.2024.1379796	PROPN
futech-540	205	2	[	[	X
futech-540	205	3	5	5	NUM
futech-540	205	4	]	]	PUNCT
futech-540	205	5	a.	a.	NOUN
futech-540	205	6	m.	m.	NOUN
futech-540	205	7	hasanein	hasanein	ADV
futech-540	205	8	and	and	CCONJ
futech-540	205	9	a.	a.	PROPN
futech-540	205	10	e.	e.	PROPN
futech-540	205	11	e.	e.	PROPN
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futech-540	205	13	,	,	PUNCT
futech-540	205	14	"	"	PUNCT
futech-540	205	15	drivers	driver	NOUN
futech-540	205	16	and	and	CCONJ
futech-540	205	17	consequences	consequence	NOUN
futech-540	205	18	of	of	ADP
futech-540	205	19	chatgpt	chatgpt	NOUN
futech-540	205	20	use	use	NOUN
futech-540	205	21	in	in	ADP
futech-540	205	22	higher	high	ADJ
futech-540	205	23	education	education	NOUN
futech-540	205	24	:	:	PUNCT
futech-540	205	25	key	key	ADJ
futech-540	205	26	stakeholder	stakeholder	NOUN
futech-540	205	27	perspectives	perspective	NOUN
futech-540	205	28	,	,	PUNCT
futech-540	205	29	"	"	PUNCT
futech-540	205	30	european	european	ADJ
futech-540	205	31	journal	journal	PROPN
futech-540	205	32	of	of	ADP
futech-540	205	33	investigation	investigation	NOUN
futech-540	205	34	in	in	ADP
futech-540	205	35	health	health	NOUN
futech-540	205	36	,	,	PUNCT
futech-540	205	37	psychology	psychology	NOUN
futech-540	205	38	and	and	CCONJ
futech-540	205	39	education	education	NOUN
futech-540	205	40	,	,	PUNCT
futech-540	205	41	vol	vol	NOUN
futech-540	205	42	.	.	PROPN
futech-540	205	43	13	13	NUM
futech-540	205	44	,	,	PUNCT
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futech-540	205	46	.	.	NOUN
futech-540	205	47	11	11	NUM
futech-540	205	48	,	,	PUNCT
futech-540	205	49	pp	pp	ADJ
futech-540	205	50	.	.	PUNCT
futech-540	205	51	2599	2599	NUM
futech-540	205	52	-	-	SYM
futech-540	205	53	2614	2614	NUM
futech-540	205	54	,	,	PUNCT
futech-540	205	55	2023	2023	NUM
futech-540	205	56	.	.	PUNCT
futech-540	206	1	https://doi.org/10.3390/ejihpe13110181	https://doi.org/10.3390/ejihpe13110181	PROPN
futech-540	207	1	[	[	X
futech-540	207	2	6	6	NUM
futech-540	207	3	]	]	PUNCT
futech-540	207	4	s.	s.	PROPN
futech-540	207	5	mahapatra	mahapatra	PROPN
futech-540	207	6	,	,	PUNCT
futech-540	207	7	"	"	PUNCT
futech-540	207	8	impact	impact	NOUN
futech-540	207	9	of	of	ADP
futech-540	207	10	chatgpt	chatgpt	NOUN
futech-540	207	11	on	on	ADP
futech-540	207	12	esl	esl	PROPN
futech-540	207	13	students	student	NOUN
futech-540	207	14	’	'	PUNCT
futech-540	207	15	academic	academic	ADJ
futech-540	207	16	writing	writing	NOUN
futech-540	207	17	skills	skill	NOUN
futech-540	207	18	:	:	PUNCT
futech-540	207	19	a	a	DET
futech-540	207	20	mixed	mixed	ADJ
futech-540	207	21	methods	method	NOUN
futech-540	207	22	intervention	intervention	NOUN
futech-540	207	23	study	study	NOUN
futech-540	207	24	,	,	PUNCT
futech-540	207	25	"	"	PUNCT
futech-540	207	26	smart	smart	ADJ
futech-540	207	27	learning	learning	NOUN
futech-540	207	28	environments	environment	NOUN
futech-540	207	29	,	,	PUNCT
futech-540	207	30	vol	vol	NOUN
futech-540	207	31	.	.	PROPN
futech-540	207	32	11	11	NUM
futech-540	207	33	,	,	PUNCT
futech-540	207	34	no	no	INTJ
futech-540	207	35	.	.	NOUN
futech-540	207	36	1	1	NUM
futech-540	207	37	,	,	PUNCT
futech-540	207	38	p.	p.	NOUN
futech-540	207	39	9	9	NUM
futech-540	207	40	,	,	PUNCT
futech-540	207	41	2024	2024	NUM
futech-540	207	42	.	.	PUNCT
futech-540	208	1	https://doi.org/10.1186/s40561-024-002959	https://doi.org/10.1186/s40561-024-002959	VERB
futech-540	208	2	[	[	X
futech-540	208	3	7	7	X
futech-540	208	4	]	]	X
futech-540	208	5	h.	h.	PROPN
futech-540	208	6	jo	jo	PROPN
futech-540	208	7	and	and	CCONJ
futech-540	208	8	d.-h	d.-h	PROPN
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futech-540	209	1	park	park	NOUN
futech-540	209	2	,	,	PUNCT
futech-540	209	3	"	"	PUNCT
futech-540	209	4	ai	ai	VERB
futech-540	209	5	in	in	ADP
futech-540	209	6	the	the	DET
futech-540	209	7	workplace	workplace	NOUN
futech-540	209	8	:	:	PUNCT
futech-540	209	9	examining	examine	VERB
futech-540	209	10	the	the	DET
futech-540	209	11	effects	effect	NOUN
futech-540	209	12	of	of	ADP
futech-540	209	13	chatgpt	chatgpt	NOUN
futech-540	209	14	on	on	ADP
futech-540	209	15	information	information	NOUN
futech-540	209	16	support	support	NOUN
futech-540	209	17	and	and	CCONJ
futech-540	209	18	knowledge	knowledge	NOUN
futech-540	209	19	acquisition	acquisition	NOUN
futech-540	209	20	,	,	PUNCT
futech-540	209	21	"	"	PUNCT
futech-540	209	22	international	international	ADJ
futech-540	209	23	journal	journal	NOUN
futech-540	209	24	of	of	ADP
futech-540	209	25	human	human	ADJ
futech-540	209	26	–	–	PUNCT
futech-540	209	27	computer	computer	NOUN
futech-540	209	28	interaction	interaction	NOUN
futech-540	209	29	,	,	PUNCT
futech-540	209	30	vol	vol	NOUN
futech-540	209	31	.	.	PROPN
futech-540	210	1	40	40	NUM
futech-540	210	2	,	,	PUNCT
futech-540	210	3	no	no	INTJ
futech-540	210	4	.	.	NOUN
futech-540	210	5	23	23	NUM
futech-540	210	6	,	,	PUNCT
futech-540	210	7	pp	pp	ADJ
futech-540	210	8	.	.	PUNCT
futech-540	210	9	8091	8091	NUM
futech-540	210	10	-	-	SYM
futech-540	210	11	8106	8106	NUM
futech-540	210	12	,	,	PUNCT
futech-540	210	13	2024	2024	NUM
futech-540	210	14	.	.	PUNCT
futech-540	211	1	https://doi.org/10.1080/10447318.2023.2278283	https://doi.org/10.1080/10447318.2023.2278283	PUNCT
futech-540	212	1	[	[	X
futech-540	212	2	8	8	X
futech-540	212	3	]	]	PUNCT
futech-540	212	4	t.	t.	PROPN
futech-540	212	5	c.	c.	PROPN
futech-540	212	6	brown	brown	PROPN
futech-540	212	7	,	,	PUNCT
futech-540	212	8	p.	p.	PROPN
futech-540	212	9	o’kane	o’kane	PROPN
futech-540	212	10	,	,	PUNCT
futech-540	212	11	b.	b.	PROPN
futech-540	212	12	mazumdar	mazumdar	NOUN
futech-540	212	13	,	,	PUNCT
futech-540	212	14	and	and	CCONJ
futech-540	212	15	m.	m.	PROPN
futech-540	212	16	mccracken	mccracken	PROPN
futech-540	212	17	,	,	PUNCT
futech-540	212	18	"	"	PUNCT
futech-540	212	19	performance	performance	NOUN
futech-540	212	20	management	management	NOUN
futech-540	212	21	:	:	PUNCT
futech-540	212	22	a	a	DET
futech-540	212	23	scoping	scope	VERB
futech-540	212	24	review	review	NOUN
futech-540	212	25	of	of	ADP
futech-540	212	26	the	the	DET
futech-540	212	27	literature	literature	NOUN
futech-540	212	28	and	and	CCONJ
futech-540	212	29	an	an	DET
futech-540	212	30	agenda	agenda	NOUN
futech-540	212	31	for	for	ADP
futech-540	212	32	future	future	ADJ
futech-540	212	33	research	research	NOUN
futech-540	212	34	,	,	PUNCT
futech-540	212	35	"	"	PUNCT
futech-540	212	36	human	human	ADJ
futech-540	212	37	resource	resource	NOUN
futech-540	212	38	development	development	PROPN
futech-540	212	39	review	review	PROPN
futech-540	212	40	,	,	PUNCT
futech-540	212	41	vol	vol	NOUN
futech-540	212	42	.	.	PROPN
futech-540	213	1	18	18	NUM
futech-540	213	2	,	,	PUNCT
futech-540	213	3	no	no	INTJ
futech-540	213	4	.	.	NOUN
futech-540	213	5	1	1	NUM
futech-540	213	6	,	,	PUNCT
futech-540	213	7	pp	pp	ADJ
futech-540	213	8	.	.	PUNCT
futech-540	214	1	47	47	NUM
futech-540	214	2	-	-	SYM
futech-540	214	3	82	82	NUM
futech-540	214	4	,	,	PUNCT
futech-540	214	5	2019	2019	NUM
futech-540	214	6	.	.	PUNCT
futech-540	215	1	doi:10.1177/1534484318798533	doi:10.1177/1534484318798533	VERB
futech-540	216	1	[	[	X
futech-540	216	2	9	9	NUM
futech-540	216	3	]	]	PUNCT
futech-540	216	4	a.	a.	NOUN
futech-540	216	5	s.	s.	PROPN
futech-540	216	6	denisi	denisi	PROPN
futech-540	216	7	and	and	CCONJ
futech-540	216	8	k.	k.	PROPN
futech-540	216	9	r.	r.	PROPN
futech-540	216	10	murphy	murphy	PROPN
futech-540	216	11	,	,	PUNCT
futech-540	216	12	"	"	PUNCT
futech-540	216	13	performance	performance	NOUN
futech-540	216	14	appraisal	appraisal	NOUN
futech-540	216	15	and	and	CCONJ
futech-540	216	16	performance	performance	NOUN
futech-540	216	17	management	management	NOUN
futech-540	216	18	:	:	PUNCT
futech-540	216	19	100	100	NUM
futech-540	216	20	years	year	NOUN
futech-540	216	21	of	of	ADP
futech-540	216	22	progress	progress	NOUN
futech-540	216	23	?	?	PUNCT
futech-540	216	24	,	,	PUNCT
futech-540	216	25	"	"	PUNCT
futech-540	216	26	j	j	PROPN
futech-540	216	27	appl	appl	PROPN
futech-540	216	28	psychol	psychol	PROPN
futech-540	216	29	,	,	PUNCT
futech-540	216	30	vol	vol	NOUN
futech-540	216	31	.	.	PROPN
futech-540	216	32	102	102	NUM
futech-540	216	33	,	,	PUNCT
futech-540	216	34	no	no	INTJ
futech-540	216	35	.	.	NOUN
futech-540	216	36	3	3	NUM
futech-540	216	37	,	,	PUNCT
futech-540	216	38	pp	pp	ADJ
futech-540	216	39	.	.	PUNCT
futech-540	217	1	421	421	NUM
futech-540	217	2	-	-	SYM
futech-540	217	3	433	433	NUM
futech-540	217	4	,	,	PUNCT
futech-540	217	5	mar	mar	PROPN
futech-540	217	6	2017	2017	NUM
futech-540	217	7	,	,	PUNCT
futech-540	217	8	doi	doi	NOUN
futech-540	217	9	:	:	PUNCT
futech-540	217	10	10.1037	10.1037	NUM
futech-540	217	11	/	/	SYM
futech-540	217	12	apl0000085	apl0000085	NOUN
futech-540	217	13	.	.	PUNCT
futech-540	218	1	https://doi.org/10.1037/apl0000085	https://doi.org/10.1037/apl0000085	NOUN
futech-540	218	2	[	[	X
futech-540	218	3	10	10	NUM
futech-540	218	4	]	]	X
futech-540	218	5	s.	s.	PROPN
futech-540	218	6	bankins	bankins	PROPN
futech-540	218	7	,	,	PUNCT
futech-540	218	8	a.	a.	PROPN
futech-540	218	9	c.	c.	PROPN
futech-540	218	10	ocampo	ocampo	PROPN
futech-540	218	11	,	,	PUNCT
futech-540	218	12	m.	m.	PROPN
futech-540	218	13	marrone	marrone	PROPN
futech-540	218	14	,	,	PUNCT
futech-540	218	15	s.	s.	PROPN
futech-540	218	16	l.	l.	PROPN
futech-540	218	17	d.	d.	PROPN
futech-540	218	18	restubog	restubog	PROPN
futech-540	218	19	,	,	PUNCT
futech-540	218	20	and	and	CCONJ
futech-540	218	21	s.	s.	PROPN
futech-540	218	22	e.	e.	PROPN
futech-540	218	23	woo	woo	PROPN
futech-540	218	24	,	,	PUNCT
futech-540	218	25	"	"	PUNCT
futech-540	218	26	a	a	DET
futech-540	218	27	multilevel	multilevel	ADJ
futech-540	218	28	review	review	NOUN
futech-540	218	29	of	of	ADP
futech-540	218	30	artificial	artificial	ADJ
futech-540	218	31	intelligence	intelligence	NOUN
futech-540	218	32	in	in	ADP
futech-540	218	33	organizations	organization	NOUN
futech-540	218	34	:	:	PUNCT
futech-540	218	35	implications	implication	NOUN
futech-540	218	36	for	for	ADP
futech-540	218	37	organizational	organizational	ADJ
futech-540	218	38	behavior	behavior	NOUN
futech-540	218	39	research	research	NOUN
futech-540	218	40	and	and	CCONJ
futech-540	218	41	practice	practice	NOUN
futech-540	218	42	,	,	PUNCT
futech-540	218	43	"	"	PUNCT
futech-540	218	44	journal	journal	NOUN
futech-540	218	45	of	of	ADP
futech-540	218	46	organizational	organizational	ADJ
futech-540	218	47	behavior	behavior	NOUN
futech-540	218	48	,	,	PUNCT
futech-540	218	49	vol	vol	NOUN
futech-540	218	50	.	.	PROPN
futech-540	219	1	45	45	NUM
futech-540	219	2	,	,	PUNCT
futech-540	219	3	no	no	INTJ
futech-540	219	4	.	.	NOUN
futech-540	219	5	2	2	NUM
futech-540	219	6	,	,	PUNCT
futech-540	219	7	pp	pp	ADJ
futech-540	219	8	.	.	PUNCT
futech-540	220	1	159	159	NUM
futech-540	220	2	-	-	SYM
futech-540	220	3	182	182	NUM
futech-540	220	4	,	,	PUNCT
futech-540	220	5	2024	2024	NUM
futech-540	220	6	.	.	PUNCT
futech-540	221	1	https://doi.org/10.1002/job.2735	https://doi.org/10.1002/job.2735	PROPN
futech-540	222	1	[	[	X
futech-540	222	2	11	11	NUM
futech-540	222	3	]	]	X
futech-540	222	4	g.	g.	PROPN
futech-540	222	5	fragiadakis	fragiadakis	PROPN
futech-540	222	6	,	,	PUNCT
futech-540	222	7	c.	c.	PROPN
futech-540	222	8	diou	diou	PROPN
futech-540	222	9	,	,	PUNCT
futech-540	222	10	g.	g.	PROPN
futech-540	222	11	kousiouris	kousiouris	PROPN
futech-540	222	12	,	,	PUNCT
futech-540	222	13	and	and	CCONJ
futech-540	222	14	m.	m.	NOUN
futech-540	222	15	nikolaidou	nikolaidou	NOUN
futech-540	222	16	,	,	PUNCT
futech-540	222	17	"	"	PUNCT
futech-540	222	18	evaluating	evaluate	VERB
futech-540	222	19	human	human	ADJ
futech-540	222	20	-	-	PUNCT
futech-540	222	21	ai	ai	NOUN
futech-540	222	22	collaboration	collaboration	NOUN
futech-540	222	23	:	:	PUNCT
futech-540	222	24	a	a	DET
futech-540	222	25	review	review	NOUN
futech-540	222	26	and	and	CCONJ
futech-540	222	27	methodological	methodological	ADJ
futech-540	222	28	framework	framework	NOUN
futech-540	222	29	,	,	PUNCT
futech-540	222	30	"	"	PUNCT
futech-540	222	31	arxiv	arxiv	PROPN
futech-540	222	32	preprint	preprint	VERB
futech-540	222	33	arxiv:2407.19098	arxiv:2407.19098	PROPN
futech-540	222	34	,	,	PUNCT
futech-540	222	35	2024	2024	NUM
futech-540	222	36	.	.	PUNCT
futech-540	223	1	https://doi.org/10.48550/arxiv.2407.19098	https://doi.org/10.48550/arxiv.2407.19098	PROPN
futech-540	223	2	[	[	X
futech-540	223	3	12	12	NUM
futech-540	223	4	]	]	PUNCT
futech-540	223	5	a.	a.	NOUN
futech-540	223	6	przegalinska	przegalinska	NOUN
futech-540	223	7	,	,	PUNCT
futech-540	223	8	t.	t.	NOUN
futech-540	223	9	triantoro	triantoro	NOUN
futech-540	223	10	,	,	PUNCT
futech-540	223	11	a.	a.	NOUN
futech-540	223	12	kovbasiuk	kovbasiuk	PROPN
futech-540	223	13	,	,	PUNCT
futech-540	223	14	l.	l.	PROPN
futech-540	223	15	ciechanowski	ciechanowski	PROPN
futech-540	223	16	,	,	PUNCT
futech-540	223	17	r.	r.	PROPN
futech-540	223	18	b.	b.	PROPN
futech-540	223	19	freeman	freeman	PROPN
futech-540	223	20	,	,	PUNCT
futech-540	223	21	and	and	CCONJ
futech-540	223	22	k.	k.	PROPN
futech-540	223	23	sowa	sowa	PROPN
futech-540	223	24	,	,	PUNCT
futech-540	223	25	"	"	PUNCT
futech-540	223	26	collaborative	collaborative	ADJ
futech-540	223	27	ai	ai	VERB
futech-540	223	28	in	in	ADP
futech-540	223	29	the	the	DET
futech-540	223	30	workplace	workplace	NOUN
futech-540	223	31	:	:	PUNCT
futech-540	223	32	enhancing	enhance	VERB
futech-540	223	33	organizational	organizational	ADJ
futech-540	223	34	performance	performance	NOUN
futech-540	223	35	through	through	ADP
futech-540	223	36	resource	resource	NOUN
futech-540	223	37	-	-	PUNCT
futech-540	223	38	based	base	VERB
futech-540	223	39	and	and	CCONJ
futech-540	223	40	task	task	NOUN
futech-540	223	41	-	-	PUNCT
futech-540	223	42	technology	technology	NOUN
futech-540	223	43	fit	fit	ADJ
futech-540	223	44	perspectives	perspective	NOUN
futech-540	223	45	,	,	PUNCT
futech-540	223	46	"	"	PUNCT
futech-540	223	47	international	international	ADJ
futech-540	223	48	journal	journal	NOUN
futech-540	223	49	of	of	ADP
futech-540	223	50	information	information	NOUN
futech-540	223	51	management	management	NOUN
futech-540	223	52	,	,	PUNCT
futech-540	223	53	vol	vol	NOUN
futech-540	223	54	.	.	PROPN
futech-540	223	55	81	81	NUM
futech-540	223	56	,	,	PUNCT
futech-540	223	57	p.	p.	NOUN
futech-540	223	58	102853	102853	NUM
futech-540	223	59	,	,	PUNCT
futech-540	223	60	2025.https://doi.org/10.1016/j.ijinfomgt.2024.10285	2025.https://doi.org/10.1016/j.ijinfomgt.2024.10285	NUM
futech-540	223	61	3	3	NUM
futech-540	224	1	[	[	X
futech-540	224	2	13	13	NUM
futech-540	224	3	]	]	X
futech-540	224	4	y.	y.	PROPN
futech-540	224	5	liu	liu	PROPN
futech-540	224	6	and	and	CCONJ
futech-540	224	7	y.	y.	PROPN
futech-540	224	8	li	li	PROPN
futech-540	224	9	,	,	PUNCT
futech-540	224	10	"	"	PUNCT
futech-540	224	11	does	do	VERB
futech-540	224	12	human	human	NOUN
futech-540	224	13	-	-	PUNCT
futech-540	224	14	ai	ai	NOUN
futech-540	224	15	collaboration	collaboration	NOUN
futech-540	224	16	promote	promote	NOUN
futech-540	224	17	or	or	CCONJ
futech-540	224	18	hinder	hinder	VERB
futech-540	224	19	employees	employee	NOUN
futech-540	224	20	’	’	PART
futech-540	224	21	safety	safety	NOUN
futech-540	224	22	performance	performance	NOUN
futech-540	224	23	?	?	PUNCT
futech-540	225	1	a	a	DET
futech-540	225	2	job	job	NOUN
futech-540	225	3	demands	demand	VERB
futech-540	225	4	-	-	PUNCT
futech-540	225	5	resources	resource	NOUN
futech-540	225	6	perspective	perspective	NOUN
futech-540	225	7	,	,	PUNCT
futech-540	225	8	"	"	PUNCT
futech-540	225	9	safety	safety	NOUN
futech-540	225	10	science	science	NOUN
futech-540	225	11	,	,	PUNCT
futech-540	225	12	vol	vol	NOUN
futech-540	225	13	.	.	PROPN
futech-540	225	14	188	188	NUM
futech-540	225	15	,	,	PUNCT
futech-540	225	16	p.	p.	NOUN
futech-540	225	17	106872	106872	NUM
futech-540	225	18	,	,	PUNCT
futech-540	225	19	2025	2025	NUM
futech-540	225	20	.	.	PUNCT
futech-540	226	1	https://doi.org/10.1016/j.ssci.2025.106872	https://doi.org/10.1016/j.ssci.2025.106872	PROPN
futech-540	226	2	[	[	X
futech-540	226	3	14	14	NUM
futech-540	226	4	]	]	X
futech-540	226	5	j.	j.	PROPN
futech-540	226	6	senoner	senoner	PROPN
futech-540	226	7	,	,	PUNCT
futech-540	226	8	s.	s.	PROPN
futech-540	226	9	schallmoser	schallmoser	PROPN
futech-540	226	10	,	,	PUNCT
futech-540	226	11	b.	b.	PROPN
futech-540	226	12	kratzwald	kratzwald	PROPN
futech-540	226	13	,	,	PUNCT
futech-540	226	14	s.	s.	PROPN
futech-540	226	15	feuerriegel	feuerriegel	PROPN
futech-540	226	16	,	,	PUNCT
futech-540	226	17	and	and	CCONJ
futech-540	226	18	t.	t.	PROPN
futech-540	226	19	netland	netland	NOUN
futech-540	226	20	,	,	PUNCT
futech-540	226	21	"	"	PUNCT
futech-540	226	22	explainable	explainable	ADJ
futech-540	226	23	ai	ai	VERB
futech-540	226	24	improves	improve	VERB
futech-540	226	25	task	task	NOUN
futech-540	226	26	performance	performance	NOUN
futech-540	226	27	in	in	ADP
futech-540	226	28	human	human	ADJ
futech-540	226	29	-	-	PUNCT
futech-540	226	30	ai	ai	NOUN
futech-540	226	31	collaboration	collaboration	NOUN
futech-540	226	32	,	,	PUNCT
futech-540	226	33	"	"	PUNCT
futech-540	226	34	sci	sci	PROPN
futech-540	226	35	rep	rep	PROPN
futech-540	226	36	,	,	PUNCT
futech-540	226	37	vol	vol	NOUN
futech-540	226	38	.	.	PROPN
futech-540	226	39	14	14	NUM
futech-540	226	40	,	,	PUNCT
futech-540	226	41	no	no	INTJ
futech-540	226	42	.	.	NOUN
futech-540	226	43	1	1	NUM
futech-540	226	44	,	,	PUNCT
futech-540	226	45	p.	p.	NOUN
futech-540	226	46	31150	31150	NUM
futech-540	226	47	,	,	PUNCT
futech-540	226	48	dec	dec	PROPN
futech-540	226	49	28	28	NUM
futech-540	226	50	2024	2024	NUM
futech-540	226	51	.	.	PUNCT
futech-540	227	1	https://doi.org/10.1038/s41598-024-82501-9	https://doi.org/10.1038/s41598-024-82501-9	NUM
futech-540	228	1	[	[	X
futech-540	228	2	15	15	NUM
futech-540	228	3	]	]	X
futech-540	228	4	s.	s.	PROPN
futech-540	228	5	berretta	berretta	PROPN
futech-540	228	6	,	,	PUNCT
futech-540	228	7	a.	a.	PROPN
futech-540	228	8	tausch	tausch	PROPN
futech-540	228	9	,	,	PUNCT
futech-540	228	10	g.	g.	PROPN
futech-540	228	11	ontrup	ontrup	PROPN
futech-540	228	12	,	,	PUNCT
futech-540	228	13	b.	b.	PROPN
futech-540	228	14	gilles	gilles	PROPN
futech-540	228	15	,	,	PUNCT
futech-540	228	16	c.	c.	PROPN
futech-540	228	17	peifer	peifer	PROPN
futech-540	228	18	,	,	PUNCT
futech-540	228	19	and	and	CCONJ
futech-540	228	20	a.	a.	NOUN
futech-540	228	21	kluge	kluge	NOUN
futech-540	228	22	,	,	PUNCT
futech-540	228	23	"	"	PUNCT
futech-540	228	24	defining	define	VERB
futech-540	228	25	human	human	NOUN
futech-540	228	26	-	-	PUNCT
futech-540	228	27	ai	ai	NOUN
futech-540	228	28	teaming	team	VERB
futech-540	228	29	the	the	DET
futech-540	228	30	humancentered	humancentered	ADJ
futech-540	228	31	way	way	NOUN
futech-540	228	32	:	:	PUNCT
futech-540	228	33	a	a	DET
futech-540	228	34	scoping	scope	VERB
futech-540	228	35	review	review	NOUN
futech-540	228	36	and	and	CCONJ
futech-540	228	37	network	network	NOUN
futech-540	228	38	analysis	analysis	NOUN
futech-540	228	39	,	,	PUNCT
futech-540	228	40	"	"	PUNCT
futech-540	228	41	frontiers	frontier	NOUN
futech-540	228	42	in	in	ADP
futech-540	228	43	artificial	artificial	ADJ
futech-540	228	44	intelligence	intelligence	NOUN
futech-540	228	45	,	,	PUNCT
futech-540	228	46	vol	vol	NOUN
futech-540	228	47	.	.	PROPN
futech-540	228	48	6	6	NUM
futech-540	228	49	,	,	PUNCT
futech-540	228	50	p.	p.	NOUN
futech-540	228	51	1250725	1250725	NUM
futech-540	228	52	,	,	PUNCT
futech-540	228	53	2023	2023	NUM
futech-540	228	54	.	.	PUNCT
futech-540	229	1	https://doi.org/10.3389/frai.2023.1250725	https://doi.org/10.3389/frai.2023.1250725	PROPN
futech-540	229	2	[	[	X
futech-540	229	3	16	16	NUM
futech-540	229	4	]	]	X
futech-540	229	5	y.	y.	PROPN
futech-540	229	6	wen	wen	PROPN
futech-540	229	7	,	,	PUNCT
futech-540	229	8	j.	j.	PROPN
futech-540	229	9	wang	wang	PROPN
futech-540	229	10	,	,	PUNCT
futech-540	229	11	and	and	CCONJ
futech-540	229	12	x.	x.	PROPN
futech-540	229	13	chen	chen	PROPN
futech-540	229	14	,	,	PUNCT
futech-540	229	15	"	"	PUNCT
futech-540	229	16	trust	trust	NOUN
futech-540	229	17	and	and	CCONJ
futech-540	229	18	ai	ai	PROPN
futech-540	229	19	weight	weight	NOUN
futech-540	229	20	:	:	PUNCT
futech-540	229	21	human	human	ADJ
futech-540	229	22	-	-	PUNCT
futech-540	229	23	ai	ai	NOUN
futech-540	229	24	collaboration	collaboration	NOUN
futech-540	229	25	in	in	ADP
futech-540	229	26	organizational	organizational	ADJ
futech-540	229	27	management	management	NOUN
futech-540	229	28	decision	decision	NOUN
futech-540	229	29	-	-	PUNCT
futech-540	229	30	making	making	NOUN
futech-540	229	31	,	,	PUNCT
futech-540	229	32	"	"	PUNCT
futech-540	229	33	frontiers	frontier	NOUN
futech-540	229	34	in	in	ADP
futech-540	229	35	organizational	organizational	ADJ
futech-540	229	36	psychology	psychology	NOUN
futech-540	229	37	,	,	PUNCT
futech-540	229	38	vol	vol	NOUN
futech-540	229	39	.	.	PROPN
futech-540	229	40	3	3	NUM
futech-540	229	41	,	,	PUNCT
futech-540	229	42	p.	p.	NOUN
futech-540	229	43	1419403	1419403	NUM
futech-540	229	44	,	,	PUNCT
futech-540	229	45	2025	2025	NUM
futech-540	229	46	.	.	PUNCT
futech-540	230	1	https://doi.org/10.3389/forgp.2025.1419403	https://doi.org/10.3389/forgp.2025.1419403	NOUN
futech-540	230	2	[	[	X
futech-540	230	3	17	17	NUM
futech-540	230	4	]	]	X
futech-540	230	5	y.	y.	PROPN
futech-540	230	6	y.	y.	PROPN
futech-540	230	7	liao	liao	PROPN
futech-540	230	8	,	,	PUNCT
futech-540	230	9	e.	e.	PROPN
futech-540	230	10	soltani	soltani	PROPN
futech-540	230	11	,	,	PUNCT
futech-540	230	12	a.	a.	PROPN
futech-540	230	13	iqbal	iqbal	PROPN
futech-540	230	14	,	,	PUNCT
futech-540	230	15	and	and	CCONJ
futech-540	230	16	r.	r.	PROPN
futech-540	230	17	van	van	PROPN
futech-540	230	18	der	der	PROPN
futech-540	230	19	meer	meer	PROPN
futech-540	230	20	,	,	PUNCT
futech-540	230	21	"	"	PUNCT
futech-540	230	22	the	the	DET
futech-540	230	23	utility	utility	NOUN
futech-540	230	24	of	of	ADP
futech-540	230	25	performance	performance	NOUN
futech-540	230	26	review	review	NOUN
futech-540	230	27	systems	system	NOUN
futech-540	230	28	:	:	PUNCT
futech-540	230	29	a	a	DET
futech-540	230	30	total	total	ADJ
futech-540	230	31	quality	quality	NOUN
futech-540	230	32	management	management	NOUN
futech-540	230	33	perspective	perspective	NOUN
futech-540	230	34	,	,	PUNCT
futech-540	230	35	"	"	PUNCT
futech-540	230	36	strategic	strategic	ADJ
futech-540	230	37	change	change	NOUN
futech-540	230	38	,	,	PUNCT
futech-540	230	39	vol	vol	NOUN
futech-540	230	40	.	.	PROPN
futech-540	230	41	33	33	NUM
futech-540	230	42	,	,	PUNCT
futech-540	230	43	no	no	INTJ
futech-540	230	44	.	.	NOUN
futech-540	230	45	4	4	NUM
futech-540	230	46	,	,	PUNCT
futech-540	230	47	pp	pp	ADJ
futech-540	230	48	.	.	PUNCT
futech-540	231	1	287	287	NUM
futech-540	231	2	-	-	SYM
futech-540	231	3	310	310	NUM
futech-540	231	4	,	,	PUNCT
futech-540	231	5	2024	2024	NUM
futech-540	231	6	.	.	PUNCT
futech-540	232	1	https://doi.org/10.1002/jsc.2580	https://doi.org/10.1002/jsc.2580	PROPN
futech-540	232	2	[	[	X
futech-540	232	3	18	18	NUM
futech-540	232	4	]	]	X
futech-540	232	5	l.	l.	PROPN
futech-540	232	6	babashahi	babashahi	PROPN
futech-540	232	7	et	et	PROPN
futech-540	232	8	al	al	PROPN
futech-540	232	9	.	.	PROPN
futech-540	232	10	,	,	PUNCT
futech-540	232	11	"	"	PUNCT
futech-540	232	12	ai	ai	VERB
futech-540	232	13	in	in	ADP
futech-540	232	14	the	the	DET
futech-540	232	15	workplace	workplace	NOUN
futech-540	232	16	:	:	PUNCT
futech-540	232	17	a	a	DET
futech-540	232	18	systematic	systematic	ADJ
futech-540	232	19	review	review	NOUN
futech-540	232	20	of	of	ADP
futech-540	232	21	skill	skill	NOUN
futech-540	232	22	transformation	transformation	NOUN
futech-540	232	23	in	in	ADP
futech-540	232	24	the	the	DET
futech-540	232	25	industry	industry	NOUN
futech-540	232	26	,	,	PUNCT
futech-540	232	27	"	"	PUNCT
futech-540	232	28	administrative	administrative	ADJ
futech-540	232	29	sciences	science	NOUN
futech-540	232	30	,	,	PUNCT
futech-540	232	31	vol	vol	NOUN
futech-540	232	32	.	.	PROPN
futech-540	232	33	14	14	NUM
futech-540	232	34	,	,	PUNCT
futech-540	232	35	no	no	INTJ
futech-540	232	36	.	.	NOUN
futech-540	232	37	6	6	NUM
futech-540	232	38	,	,	PUNCT
futech-540	232	39	p.	p.	NOUN
futech-540	232	40	127	127	NUM
futech-540	232	41	,	,	PUNCT
futech-540	232	42	2024	2024	NUM
futech-540	232	43	.	.	PUNCT
futech-540	233	1	https://doi.org/10.3390/admsci14060127	https://doi.org/10.3390/admsci14060127	NOUN
futech-540	233	2	[	[	X
futech-540	233	3	19	19	NUM
futech-540	233	4	]	]	X
futech-540	233	5	s.	s.	PROPN
futech-540	233	6	morandini	morandini	PROPN
futech-540	233	7	,	,	PUNCT
futech-540	233	8	f.	f.	PROPN
futech-540	233	9	fraboni	fraboni	PROPN
futech-540	233	10	,	,	PUNCT
futech-540	233	11	m.	m.	NOUN
futech-540	233	12	de	de	PROPN
futech-540	233	13	angelis	angelis	PROPN
futech-540	233	14	,	,	PUNCT
futech-540	233	15	g.	g.	PROPN
futech-540	233	16	puzzo	puzzo	PROPN
futech-540	233	17	,	,	PUNCT
futech-540	233	18	d.	d.	PROPN
futech-540	233	19	giusino	giusino	PROPN
futech-540	233	20	,	,	PUNCT
futech-540	233	21	and	and	CCONJ
futech-540	233	22	l.	l.	PROPN
futech-540	233	23	pietrantoni	pietrantoni	PROPN
futech-540	233	24	,	,	PUNCT
futech-540	233	25	"	"	PUNCT
futech-540	233	26	the	the	DET
futech-540	233	27	impact	impact	NOUN
futech-540	233	28	of	of	ADP
futech-540	233	29	artificial	artificial	ADJ
futech-540	233	30	intelligence	intelligence	NOUN
futech-540	233	31	on	on	ADP
futech-540	233	32	workers	worker	NOUN
futech-540	233	33	’	'	PUNCT
futech-540	233	34	skills	skill	NOUN
futech-540	233	35	:	:	PUNCT
futech-540	233	36	upskilling	upskille	VERB
futech-540	233	37	and	and	CCONJ
futech-540	233	38	reskilling	reskille	VERB
futech-540	233	39	in	in	ADP
futech-540	233	40	organisations	organisation	NOUN
futech-540	233	41	,	,	PUNCT
futech-540	233	42	"	"	PUNCT
futech-540	233	43	informing	inform	VERB
futech-540	233	44	science	science	NOUN
futech-540	233	45	,	,	PUNCT
futech-540	233	46	vol	vol	NOUN
futech-540	233	47	.	.	PROPN
futech-540	233	48	26	26	NUM
futech-540	233	49	,	,	PUNCT
futech-540	233	50	pp	pp	ADJ
futech-540	233	51	.	.	PUNCT
futech-540	234	1	39	39	NUM
futech-540	234	2	-	-	SYM
futech-540	234	3	68	68	NUM
futech-540	234	4	,	,	PUNCT
futech-540	234	5	2023	2023	NUM
futech-540	234	6	.	.	PUNCT
futech-540	235	1	https://doi.org/10.28945/5078	https://doi.org/10.28945/5078	PROPN
futech-540	236	1	[	[	X
futech-540	236	2	20	20	NUM
futech-540	236	3	]	]	X
futech-540	236	4	d.	d.	PROPN
futech-540	236	5	tranfield	tranfield	PROPN
futech-540	236	6	,	,	PUNCT
futech-540	236	7	d.	d.	PROPN
futech-540	236	8	denyer	denyer	PROPN
futech-540	236	9	,	,	PUNCT
futech-540	236	10	and	and	CCONJ
futech-540	236	11	p.	p.	PROPN
futech-540	236	12	smart	smart	ADJ
futech-540	236	13	,	,	PUNCT
futech-540	236	14	"	"	PUNCT
futech-540	236	15	towards	towards	ADP
futech-540	236	16	a	a	DET
futech-540	236	17	methodology	methodology	NOUN
futech-540	236	18	for	for	ADP
futech-540	236	19	developing	develop	VERB
futech-540	236	20	evidence‐informed	evidence‐informe	VERB
futech-540	236	21	management	management	NOUN
futech-540	236	22	knowledge	knowledge	NOUN
futech-540	236	23	by	by	ADP
futech-540	236	24	means	mean	NOUN
futech-540	236	25	of	of	ADP
futech-540	236	26	systematic	systematic	ADJ
futech-540	236	27	review	review	NOUN
futech-540	236	28	,	,	PUNCT
futech-540	236	29	"	"	PUNCT
futech-540	236	30	british	british	ADJ
futech-540	236	31	journal	journal	PROPN
futech-540	236	32	of	of	ADP
futech-540	236	33	management	management	NOUN
futech-540	236	34	,	,	PUNCT
futech-540	236	35	vol	vol	NOUN
futech-540	236	36	.	.	PROPN
futech-540	236	37	14	14	NUM
futech-540	236	38	,	,	PUNCT
futech-540	236	39	no	no	INTJ
futech-540	236	40	.	.	NOUN
futech-540	236	41	3	3	NUM
futech-540	236	42	,	,	PUNCT
futech-540	236	43	pp	pp	ADJ
futech-540	236	44	.	.	PUNCT
futech-540	237	1	207	207	NUM
futech-540	237	2	-	-	SYM
futech-540	237	3	222	222	NUM
futech-540	237	4	,	,	PUNCT
futech-540	237	5	2003	2003	NUM
futech-540	237	6	.	.	PUNCT
futech-540	238	1	https://doi.org/10.1111/14678551.00375	https://doi.org/10.1111/14678551.00375	VERB
futech-540	239	1	[	[	X
futech-540	239	2	21	21	NUM
futech-540	239	3	]	]	PUNCT
futech-540	239	4	s.	s.	PROPN
futech-540	239	5	zhang	zhang	PROPN
futech-540	239	6	,	,	PUNCT
futech-540	239	7	a.	a.	PROPN
futech-540	239	8	h.	h.	PROPN
futech-540	239	9	a.	a.	PROPN
futech-540	239	10	hamid	hamid	PROPN
futech-540	239	11	,	,	PUNCT
futech-540	239	12	and	and	CCONJ
futech-540	239	13	b.	b.	PROPN
futech-540	239	14	s.	s.	PROPN
futech-540	239	15	alias	alias	PROPN
futech-540	239	16	,	,	PUNCT
futech-540	239	17	"	"	PUNCT
futech-540	239	18	a	a	DET
futech-540	239	19	study	study	NOUN
futech-540	239	20	on	on	ADP
futech-540	239	21	research	research	NOUN
futech-540	239	22	performance	performance	NOUN
futech-540	239	23	evaluation	evaluation	NOUN
futech-540	239	24	:	:	PUNCT
futech-540	239	25	a	a	DET
futech-540	239	26	systematic	systematic	ADJ
futech-540	239	27	literature	literature	NOUN
futech-540	239	28	review	review	NOUN
futech-540	239	29	,	,	PUNCT
futech-540	239	30	"	"	PUNCT
futech-540	239	31	journal	journal	NOUN
futech-540	239	32	of	of	ADP
futech-540	239	33	scientometric	scientometric	ADJ
futech-540	239	34	research	research	NOUN
futech-540	239	35	,	,	PUNCT
futech-540	239	36	vol	vol	NOUN
futech-540	239	37	.	.	PROPN
futech-540	239	38	14	14	NUM
futech-540	239	39	,	,	PUNCT
futech-540	239	40	no	no	INTJ
futech-540	239	41	.	.	NOUN
futech-540	239	42	2	2	NUM
futech-540	239	43	,	,	PUNCT
futech-540	239	44	pp	pp	ADJ
futech-540	239	45	.	.	PUNCT
futech-540	240	1	383	383	NUM
futech-540	240	2	-	-	SYM
futech-540	240	3	398	398	NUM
futech-540	240	4	,	,	PUNCT
futech-540	240	5	2025	2025	NUM
futech-540	240	6	.	.	PUNCT
futech-540	241	1	https://doi.org/10.5530/jscires.20251910	https://doi.org/10.5530/jscires.20251910	PROPN
futech-540	242	1	[	[	X
futech-540	242	2	22	22	NUM
futech-540	242	3	]	]	PUNCT
futech-540	242	4	p.	p.	PROPN
futech-540	242	5	varsha	varsha	PROPN
futech-540	242	6	,	,	PUNCT
futech-540	242	7	a.	a.	NOUN
futech-540	242	8	chakraborty	chakraborty	PROPN
futech-540	242	9	,	,	PUNCT
futech-540	242	10	and	and	CCONJ
futech-540	242	11	a.	a.	PROPN
futech-540	242	12	k.	k.	PROPN
futech-540	242	13	kar	kar	PROPN
futech-540	242	14	,	,	PUNCT
futech-540	242	15	"	"	PUNCT
futech-540	242	16	how	how	SCONJ
futech-540	242	17	to	to	PART
futech-540	242	18	undertake	undertake	VERB
futech-540	242	19	an	an	DET
futech-540	242	20	impactful	impactful	ADJ
futech-540	242	21	literature	literature	NOUN
futech-540	242	22	review	review	NOUN
futech-540	242	23	:	:	PUNCT
futech-540	242	24	understanding	understand	VERB
futech-540	242	25	review	review	NOUN
futech-540	242	26	approaches	approach	NOUN
futech-540	242	27	and	and	CCONJ
futech-540	242	28	guidelines	guideline	NOUN
futech-540	242	29	for	for	ADP
futech-540	242	30	high	high	ADJ
futech-540	242	31	-	-	PUNCT
futech-540	242	32	impact	impact	NOUN
futech-540	242	33	systematic	systematic	ADJ
futech-540	242	34	literature	literature	NOUN
futech-540	242	35	reviews	review	NOUN
futech-540	242	36	,	,	PUNCT
futech-540	242	37	"	"	PUNCT
futech-540	242	38	south	south	ADJ
futech-540	242	39	asian	asian	ADJ
futech-540	242	40	journal	journal	NOUN
futech-540	242	41	of	of	ADP
futech-540	242	42	business	business	NOUN
futech-540	242	43	and	and	CCONJ
futech-540	242	44	management	management	NOUN
futech-540	242	45	cases	case	NOUN
futech-540	242	46	,	,	PUNCT
futech-540	242	47	vol	vol	NOUN
futech-540	242	48	.	.	PUNCT
futech-540	243	1	https://doi.org/10.1016/j.ijinfomgt.2023.102642	https://doi.org/10.1016/j.ijinfomgt.2023.102642	VERB
futech-540	243	2	https://doi.org/10.1126/science.adh2586	https://doi.org/10.1126/science.adh2586	ADJ
futech-540	243	3	https://doi.org/10.1093/qje/qjae044	https://doi.org/10.1093/qje/qjae044	AUX
futech-540	243	4	https://doi.org/10.3389/feduc.2024.1379796	https://doi.org/10.3389/feduc.2024.1379796	PROPN
futech-540	243	5	https://doi.org/10.3390/ejihpe13110181	https://doi.org/10.3390/ejihpe13110181	NOUN
futech-540	243	6	https://doi.org/10.1080/10447318.2023.2278283	https://doi.org/10.1080/10447318.2023.2278283	PROPN
futech-540	243	7	https://doi.org/10.1177/1534484318798533?urlappend=?utm_source=researchgate	https://doi.org/10.1177/1534484318798533?urlappend=?utm_source=researchgate	PROPN
futech-540	243	8	https://psycnet.apa.org/doi/10.1037/apl0000085	https://psycnet.apa.org/doi/10.1037/apl0000085	ADJ
futech-540	243	9	https://doi.org/10.1002/job.2735	https://doi.org/10.1002/job.2735	PROPN
futech-540	243	10	https://doi.org/10.1016/j.ijinfomgt.2024.102853	https://doi.org/10.1016/j.ijinfomgt.2024.102853	PROPN
futech-540	243	11	https://doi.org/10.1016/j.ijinfomgt.2024.102853	https://doi.org/10.1016/j.ijinfomgt.2024.102853	NOUN
futech-540	243	12	https://doi.org/10.1016/j.ssci.2025.106872	https://doi.org/10.1016/j.ssci.2025.106872	NOUN
futech-540	243	13	https://doi.org/10.3389/frai.2023.1250725	https://doi.org/10.3389/frai.2023.1250725	PROPN
futech-540	243	14	https://doi.org/10.3389/forgp.2025.1419403	https://doi.org/10.3389/forgp.2025.1419403	PROPN
futech-540	243	15	https://doi.org/10.1002/jsc.2580	https://doi.org/10.1002/jsc.2580	PROPN
futech-540	243	16	https://doi.org/10.3390/admsci14060127	https://doi.org/10.3390/admsci14060127	NOUN
futech-540	243	17	https://doi.org/10.28945/5078	https://doi.org/10.28945/5078	PROPN
futech-540	244	1	https://doi.org/10.1111/1467-8551.00375	https://doi.org/10.1111/1467-8551.00375	PROPN
futech-540	244	2	https://doi.org/10.1111/1467-8551.00375	https://doi.org/10.1111/1467-8551.00375	PROPN
futech-540	244	3	zhixin	zhixin	PROPN
futech-540	244	4	yu	yu	PROPN
futech-540	244	5	&	&	CCONJ
futech-540	244	6	zhicheng	zhicheng	PROPN
futech-540	244	7	yu	yu	PROPN
futech-540	244	8	/future	/future	PROPN
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futech-540	244	10	february	february	PROPN
futech-540	244	11	2026|	2026|	NUM
futech-540	244	12	volume	volume	NOUN
futech-540	244	13	05	05	NUM
futech-540	245	1	|	|	ADV
futech-540	245	2	issue	issue	NOUN
futech-540	245	3	01	01	NUM
futech-540	246	1	|	|	ADV
futech-540	246	2	pages	page	VERB
futech-540	246	3	47	47	NUM
futech-540	246	4	-	-	SYM
futech-540	246	5	54	54	NUM
futech-540	246	6	54	54	NUM
futech-540	246	7	13	13	NUM
futech-540	246	8	,	,	PUNCT
futech-540	246	9	no	no	INTJ
futech-540	246	10	.	.	NOUN
futech-540	246	11	1	1	NUM
futech-540	246	12	,	,	PUNCT
futech-540	246	13	pp	pp	ADJ
futech-540	246	14	.	.	PUNCT
futech-540	247	1	18	18	NUM
futech-540	247	2	-	-	SYM
futech-540	247	3	35	35	NUM
futech-540	247	4	,	,	PUNCT
futech-540	247	5	2024	2024	NUM
futech-540	247	6	.	.	PUNCT
futech-540	247	7	doi:10.1177/22779779241227654	doi:10.1177/22779779241227654	ADJ
futech-540	247	8	[	[	X
futech-540	247	9	23	23	NUM
futech-540	247	10	]	]	X
futech-540	247	11	c.	c.	PROPN
futech-540	247	12	mio	mio	PROPN
futech-540	247	13	,	,	PUNCT
futech-540	247	14	a.	a.	PROPN
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futech-540	247	16	,	,	PUNCT
futech-540	247	17	and	and	CCONJ
futech-540	247	18	s.	s.	PROPN
futech-540	247	19	panfilo	panfilo	PROPN
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futech-540	247	21	"	"	PUNCT
futech-540	247	22	performance	performance	NOUN
futech-540	247	23	measurement	measurement	NOUN
futech-540	247	24	tools	tool	NOUN
futech-540	247	25	for	for	ADP
futech-540	247	26	sustainable	sustainable	ADJ
futech-540	247	27	business	business	NOUN
futech-540	247	28	:	:	PUNCT
futech-540	247	29	a	a	DET
futech-540	247	30	systematic	systematic	ADJ
futech-540	247	31	literature	literature	NOUN
futech-540	247	32	review	review	NOUN
futech-540	247	33	on	on	ADP
futech-540	247	34	the	the	DET
futech-540	247	35	sustainability	sustainability	NOUN
futech-540	247	36	balanced	balance	VERB
futech-540	247	37	scorecard	scorecard	NOUN
futech-540	247	38	use	use	NOUN
futech-540	247	39	,	,	PUNCT
futech-540	247	40	"	"	PUNCT
futech-540	247	41	corporate	corporate	ADJ
futech-540	247	42	social	social	ADJ
futech-540	247	43	responsibility	responsibility	NOUN
futech-540	247	44	and	and	CCONJ
futech-540	247	45	environmental	environmental	ADJ
futech-540	247	46	management	management	NOUN
futech-540	247	47	,	,	PUNCT
futech-540	247	48	vol	vol	NOUN
futech-540	247	49	.	.	PROPN
futech-540	247	50	29	29	NUM
futech-540	247	51	,	,	PUNCT
futech-540	247	52	no	no	INTJ
futech-540	247	53	.	.	NOUN
futech-540	247	54	2	2	NUM
futech-540	247	55	,	,	PUNCT
futech-540	247	56	pp	pp	ADJ
futech-540	247	57	.	.	PUNCT
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futech-540	248	2	-	-	SYM
futech-540	248	3	384	384	NUM
futech-540	248	4	,	,	PUNCT
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futech-540	249	2	[	[	X
futech-540	249	3	24	24	NUM
futech-540	249	4	]	]	PUNCT
futech-540	249	5	a.	a.	NOUN
futech-540	249	6	cebulla	cebulla	PROPN
futech-540	249	7	and	and	CCONJ
futech-540	249	8	z.	z.	PROPN
futech-540	249	9	szpak	szpak	PROPN
futech-540	249	10	,	,	PUNCT
futech-540	249	11	"	"	PUNCT
futech-540	249	12	workplace	workplace	NOUN
futech-540	249	13	relations	relation	NOUN
futech-540	249	14	with	with	ADP
futech-540	249	15	ai	ai	VERB
futech-540	249	16	in	in	ADP
futech-540	249	17	mind	mind	NOUN
futech-540	249	18	:	:	PUNCT
futech-540	249	19	what	what	PRON
futech-540	249	20	is	be	AUX
futech-540	249	21	likely	likely	ADJ
futech-540	249	22	to	to	PART
futech-540	249	23	change	change	VERB
futech-540	249	24	?	?	PUNCT
futech-540	249	25	,	,	PUNCT
futech-540	249	26	"	"	PUNCT
futech-540	249	27	in	in	ADP
futech-540	249	28	the	the	DET
futech-540	249	29	future	future	NOUN
futech-540	249	30	of	of	ADP
futech-540	249	31	work	work	NOUN
futech-540	249	32	and	and	CCONJ
futech-540	249	33	technology	technology	NOUN
futech-540	249	34	:	:	PUNCT
futech-540	250	1	chapman	chapman	NOUN
futech-540	250	2	and	and	CCONJ
futech-540	250	3	hall	hall	PROPN
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futech-540	250	6	,	,	PUNCT
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futech-540	250	8	,	,	PUNCT
futech-540	250	9	pp	pp	ADJ
futech-540	250	10	.	.	PUNCT
futech-540	251	1	151	151	NUM
futech-540	251	2	-	-	SYM
futech-540	251	3	172	172	NUM
futech-540	251	4	.	.	PUNCT
futech-540	252	1	https://doi.org/10.1201/9781003393757-8	https://doi.org/10.1201/9781003393757-8	NOUN
futech-540	252	2	[	[	PUNCT
futech-540	252	3	25	25	NUM
futech-540	252	4	]	]	PUNCT
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futech-540	252	7	,	,	PUNCT
futech-540	252	8	"	"	PUNCT
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futech-540	252	10	ai	ai	VERB
futech-540	252	11	is	be	AUX
futech-540	252	12	harder	hard	ADJ
futech-540	252	13	than	than	SCONJ
futech-540	252	14	we	we	PRON
futech-540	252	15	think	think	VERB
futech-540	252	16	,	,	PUNCT
futech-540	252	17	"	"	PUNCT
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futech-540	252	19	preprint	preprint	NOUN
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futech-540	252	21	,	,	PUNCT
futech-540	252	22	2021	2021	NUM
futech-540	252	23	.	.	PUNCT
futech-540	253	1	https://doi.org/10.48550/arxiv.2104.12871	https://doi.org/10.48550/arxiv.2104.12871	PROPN
futech-540	254	1	[	[	X
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futech-540	255	1	"	"	PUNCT
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futech-540	255	4	workers	worker	NOUN
futech-540	255	5	think	think	VERB
futech-540	255	6	generative	generative	ADJ
futech-540	255	7	ai	ai	VERB
futech-540	255	8	will	will	AUX
futech-540	255	9	(	(	PUNCT
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futech-540	255	11	)	)	PUNCT
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futech-540	255	16	"	"	PUNCT
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futech-540	258	31	,	,	PUNCT
futech-540	258	32	pp	pp	ADJ
futech-540	258	33	.	.	PUNCT
futech-540	259	1	917926	917926	NUM
futech-540	259	2	,	,	PUNCT
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futech-540	259	5	,	,	PUNCT
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futech-540	260	23	(	(	PUNCT
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futech-540	260	27	:	:	PUNCT
futech-540	260	28	emerging	emerge	VERB
futech-540	260	29	themes	theme	NOUN
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futech-540	260	43	,	,	PUNCT
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futech-540	270	4	r.	r.	PROPN
futech-540	270	5	bukartaite	bukartaite	PROPN
futech-540	270	6	and	and	CCONJ
futech-540	270	7	d.	d.	PROPN
futech-540	270	8	hooper	hooper	PROPN
futech-540	270	9	,	,	PUNCT
futech-540	270	10	"	"	PUNCT
futech-540	270	11	automation	automation	NOUN
futech-540	270	12	,	,	PUNCT
futech-540	270	13	artificial	artificial	ADJ
futech-540	270	14	intelligence	intelligence	NOUN
futech-540	270	15	and	and	CCONJ
futech-540	270	16	future	future	ADJ
futech-540	270	17	skills	skill	NOUN
futech-540	270	18	needs	need	VERB
futech-540	270	19	:	:	PUNCT
futech-540	270	20	an	an	DET
futech-540	270	21	irish	irish	ADJ
futech-540	270	22	perspective	perspective	NOUN
futech-540	270	23	,	,	PUNCT
futech-540	270	24	"	"	PUNCT
futech-540	270	25	european	european	ADJ
futech-540	270	26	journal	journal	NOUN
futech-540	270	27	of	of	ADP
futech-540	270	28	training	training	NOUN
futech-540	270	29	and	and	CCONJ
futech-540	270	30	development	development	NOUN
futech-540	270	31	,	,	PUNCT
futech-540	270	32	vol	vol	NOUN
futech-540	270	33	.	.	PROPN
futech-540	271	1	47	47	NUM
futech-540	271	2	,	,	PUNCT
futech-540	271	3	no	no	INTJ
futech-540	271	4	.	.	NOUN
futech-540	271	5	10	10	NUM
futech-540	271	6	,	,	PUNCT
futech-540	271	7	pp	pp	ADJ
futech-540	271	8	.	.	PUNCT
futech-540	272	1	163	163	NUM
futech-540	272	2	-	-	SYM
futech-540	272	3	185	185	NUM
futech-540	272	4	,	,	PUNCT
futech-540	272	5	2023	2023	NUM
futech-540	272	6	.	.	PUNCT
futech-540	273	1	https://doi.org/10.1108/ejtd-03-2023-0045	https://doi.org/10.1108/ejtd-03-2023-0045	ADJ
futech-540	273	2	[	[	X
futech-540	273	3	32	32	NUM
futech-540	273	4	]	]	PUNCT
futech-540	273	5	k.	k.	PROPN
futech-540	273	6	r.	r.	PROPN
futech-540	273	7	murphy	murphy	PROPN
futech-540	273	8	,	,	PUNCT
futech-540	273	9	"	"	PUNCT
futech-540	273	10	performance	performance	NOUN
futech-540	273	11	evaluation	evaluation	NOUN
futech-540	273	12	will	will	AUX
futech-540	273	13	not	not	PART
futech-540	273	14	die	die	VERB
futech-540	273	15	,	,	PUNCT
futech-540	273	16	but	but	CCONJ
futech-540	273	17	it	it	PRON
futech-540	273	18	should	should	AUX
futech-540	273	19	,	,	PUNCT
futech-540	273	20	"	"	PUNCT
futech-540	273	21	human	human	ADJ
futech-540	273	22	resource	resource	NOUN
futech-540	273	23	management	management	NOUN
futech-540	273	24	journal	journal	NOUN
futech-540	273	25	,	,	PUNCT
futech-540	273	26	vol	vol	NOUN
futech-540	273	27	.	.	PROPN
futech-540	273	28	30	30	NUM
futech-540	273	29	,	,	PUNCT
futech-540	273	30	no	no	INTJ
futech-540	273	31	.	.	NOUN
futech-540	273	32	1	1	NUM
futech-540	273	33	,	,	PUNCT
futech-540	273	34	pp	pp	ADJ
futech-540	273	35	.	.	PUNCT
futech-540	274	1	13	13	NUM
futech-540	274	2	-	-	SYM
futech-540	274	3	31	31	NUM
futech-540	274	4	,	,	PUNCT
futech-540	274	5	2020	2020	NUM
futech-540	274	6	.	.	PUNCT
futech-540	275	1	https://doi.org/10.1111/1748-8583.12259	https://doi.org/10.1111/1748-8583.12259	NOUN
futech-540	276	1	[	[	X
futech-540	276	2	33	33	NUM
futech-540	276	3	]	]	PUNCT
futech-540	276	4	h.	h.	PROPN
futech-540	276	5	g.	g.	PROPN
futech-540	276	6	óskarsdóttir	óskarsdóttir	PROPN
futech-540	276	7	,	,	PUNCT
futech-540	276	8	g.	g.	PROPN
futech-540	276	9	v.	v.	PROPN
futech-540	276	10	oddsson	oddsson	PROPN
futech-540	276	11	,	,	PUNCT
futech-540	276	12	j.	j.	PROPN
futech-540	276	13	þ	þ	PROPN
futech-540	276	14	.	.	PUNCT
futech-540	276	15	sturluson	sturluson	PROPN
futech-540	276	16	,	,	PUNCT
futech-540	276	17	and	and	CCONJ
futech-540	276	18	r.	r.	PROPN
futech-540	276	19	j.	j.	PROPN
futech-540	276	20	sæmundsson	sæmundsson	PROPN
futech-540	276	21	,	,	PUNCT
futech-540	276	22	"	"	PUNCT
futech-540	276	23	towards	towards	ADP
futech-540	276	24	a	a	DET
futech-540	276	25	holistic	holistic	ADJ
futech-540	276	26	framework	framework	NOUN
futech-540	276	27	of	of	ADP
futech-540	276	28	knowledge	knowledge	NOUN
futech-540	276	29	worker	worker	NOUN
futech-540	276	30	productivity	productivity	NOUN
futech-540	276	31	,	,	PUNCT
futech-540	276	32	"	"	PUNCT
futech-540	276	33	administrative	administrative	ADJ
futech-540	276	34	sciences	science	NOUN
futech-540	276	35	,	,	PUNCT
futech-540	276	36	vol	vol	NOUN
futech-540	276	37	.	.	PROPN
futech-540	276	38	12	12	NUM
futech-540	276	39	,	,	PUNCT
futech-540	276	40	no	no	INTJ
futech-540	276	41	.	.	NOUN
futech-540	276	42	2	2	NUM
futech-540	276	43	,	,	PUNCT
futech-540	276	44	p.	p.	NOUN
futech-540	276	45	50	50	NUM
futech-540	276	46	,	,	PUNCT
futech-540	276	47	2022	2022	NUM
futech-540	276	48	.	.	PUNCT
futech-540	277	1	https://doi.org/10.3390/admsci12020050	https://doi.org/10.3390/admsci12020050	PROPN
futech-540	278	1	[	[	X
futech-540	278	2	34	34	NUM
futech-540	278	3	]	]	PUNCT
futech-540	278	4	m.	m.	NOUN
futech-540	278	5	cosa	cosa	PROPN
futech-540	278	6	and	and	CCONJ
futech-540	278	7	r.	r.	PROPN
futech-540	278	8	torelli	torelli	PROPN
futech-540	278	9	,	,	PUNCT
futech-540	278	10	"	"	PUNCT
futech-540	278	11	digital	digital	ADJ
futech-540	278	12	transformation	transformation	NOUN
futech-540	278	13	and	and	CCONJ
futech-540	278	14	flexible	flexible	ADJ
futech-540	278	15	performance	performance	NOUN
futech-540	278	16	management	management	NOUN
futech-540	278	17	:	:	PUNCT
futech-540	278	18	a	a	DET
futech-540	278	19	systematic	systematic	ADJ
futech-540	278	20	literature	literature	NOUN
futech-540	278	21	review	review	NOUN
futech-540	278	22	of	of	ADP
futech-540	278	23	the	the	DET
futech-540	278	24	evolution	evolution	NOUN
futech-540	278	25	of	of	ADP
futech-540	278	26	performance	performance	NOUN
futech-540	278	27	measurement	measurement	NOUN
futech-540	278	28	systems	system	NOUN
futech-540	278	29	,	,	PUNCT
futech-540	278	30	"	"	PUNCT
futech-540	278	31	global	global	ADJ
futech-540	278	32	journal	journal	NOUN
futech-540	278	33	of	of	ADP
futech-540	278	34	flexible	flexible	ADJ
futech-540	278	35	systems	system	NOUN
futech-540	278	36	management	management	NOUN
futech-540	278	37	,	,	PUNCT
futech-540	278	38	vol	vol	NOUN
futech-540	278	39	.	.	PROPN
futech-540	278	40	25	25	NUM
futech-540	278	41	,	,	PUNCT
futech-540	278	42	no	no	INTJ
futech-540	278	43	.	.	NOUN
futech-540	278	44	3	3	NUM
futech-540	278	45	,	,	PUNCT
futech-540	278	46	pp	pp	ADJ
futech-540	278	47	.	.	PUNCT
futech-540	278	48	445	445	NUM
futech-540	278	49	-	-	SYM
futech-540	278	50	466	466	NUM
futech-540	278	51	,	,	PUNCT
futech-540	278	52	2024	2024	NUM
futech-540	278	53	.	.	PUNCT
futech-540	279	1	https://doi.org/10.1007/s40171-024-00409-9	https://doi.org/10.1007/s40171-024-00409-9	NUM
futech-540	280	1	[	[	X
futech-540	280	2	35	35	NUM
futech-540	280	3	]	]	X
futech-540	280	4	h.	h.	PROPN
futech-540	280	5	sandall	sandall	PROPN
futech-540	280	6	,	,	PUNCT
futech-540	280	7	l.	l.	PROPN
futech-540	280	8	m.	m.	PROPN
futech-540	280	9	c.	c.	PROPN
futech-540	280	10	e.	e.	PROPN
futech-540	280	11	silva	silva	PROPN
futech-540	280	12	,	,	PUNCT
futech-540	280	13	and	and	CCONJ
futech-540	280	14	f.	f.	PROPN
futech-540	280	15	queiroga	queiroga	PROPN
futech-540	280	16	,	,	PUNCT
futech-540	280	17	"	"	PUNCT
futech-540	280	18	a	a	DET
futech-540	280	19	comprehensive	comprehensive	ADJ
futech-540	280	20	approach	approach	NOUN
futech-540	280	21	to	to	ADP
futech-540	280	22	job	job	NOUN
futech-540	280	23	performance	performance	NOUN
futech-540	280	24	in	in	ADP
futech-540	280	25	the	the	DET
futech-540	280	26	service	service	NOUN
futech-540	280	27	sector	sector	NOUN
futech-540	280	28	:	:	PUNCT
futech-540	280	29	a	a	DET
futech-540	280	30	systematic	systematic	ADJ
futech-540	280	31	literature	literature	NOUN
futech-540	280	32	review	review	NOUN
futech-540	280	33	,	,	PUNCT
futech-540	280	34	"	"	PUNCT
futech-540	280	35	barbrazilian	barbrazilian	PROPN
futech-540	280	36	administration	administration	PROPN
futech-540	280	37	review	review	PROPN
futech-540	280	38	,	,	PUNCT
futech-540	280	39	vol	vol	NOUN
futech-540	280	40	.	.	PROPN
futech-540	280	41	19	19	NUM
futech-540	280	42	,	,	PUNCT
futech-540	280	43	no	no	INTJ
futech-540	280	44	.	.	NOUN
futech-540	280	45	02	02	NUM
futech-540	280	46	,	,	PUNCT
futech-540	280	47	p.	p.	NOUN
futech-540	280	48	e210046	e210046	PROPN
futech-540	280	49	,	,	PUNCT
futech-540	280	50	2022	2022	NUM
futech-540	280	51	.	.	PUNCT
futech-540	281	1	doi:10.1590/18077692bar2022210046	doi:10.1590/18077692bar2022210046	NOUN
futech-540	282	1	[	[	X
futech-540	282	2	36	36	NUM
futech-540	282	3	]	]	X
futech-540	282	4	h.	h.	PROPN
futech-540	282	5	m.	m.	PROPN
futech-540	282	6	alzoubi	alzoubi	PROPN
futech-540	282	7	,	,	PUNCT
futech-540	282	8	m.	m.	NOUN
futech-540	282	9	in'airat	in'airat	PROPN
futech-540	282	10	,	,	PUNCT
futech-540	282	11	and	and	CCONJ
futech-540	282	12	g.	g.	PROPN
futech-540	282	13	ahmed	ahmed	PROPN
futech-540	282	14	,	,	PUNCT
futech-540	282	15	"	"	PUNCT
futech-540	282	16	investigating	investigate	VERB
futech-540	282	17	the	the	DET
futech-540	282	18	impact	impact	NOUN
futech-540	282	19	of	of	ADP
futech-540	282	20	total	total	ADJ
futech-540	282	21	quality	quality	NOUN
futech-540	282	22	management	management	NOUN
futech-540	282	23	practices	practice	NOUN
futech-540	282	24	and	and	CCONJ
futech-540	282	25	six	six	NUM
futech-540	282	26	sigma	sigma	NOUN
futech-540	282	27	processes	process	NOUN
futech-540	282	28	to	to	PART
futech-540	282	29	enhance	enhance	VERB
futech-540	282	30	the	the	DET
futech-540	282	31	quality	quality	NOUN
futech-540	282	32	and	and	CCONJ
futech-540	282	33	reduce	reduce	VERB
futech-540	282	34	the	the	DET
futech-540	282	35	cost	cost	NOUN
futech-540	282	36	of	of	ADP
futech-540	282	37	quality	quality	NOUN
futech-540	282	38	:	:	PUNCT
futech-540	282	39	the	the	DET
futech-540	282	40	case	case	NOUN
futech-540	282	41	of	of	ADP
futech-540	282	42	dubai	dubai	NOUN
futech-540	282	43	,	,	PUNCT
futech-540	282	44	"	"	PUNCT
futech-540	282	45	international	international	ADJ
futech-540	282	46	journal	journal	NOUN
futech-540	282	47	of	of	ADP
futech-540	282	48	business	business	PROPN
futech-540	282	49	excellence	excellence	PROPN
futech-540	282	50	,	,	PUNCT
futech-540	282	51	vol	vol	NOUN
futech-540	282	52	.	.	PROPN
futech-540	282	53	27	27	NUM
futech-540	282	54	,	,	PUNCT
futech-540	282	55	no	no	INTJ
futech-540	282	56	.	.	NOUN
futech-540	282	57	1	1	NUM
futech-540	282	58	,	,	PUNCT
futech-540	282	59	pp	pp	ADJ
futech-540	282	60	.	.	PUNCT
futech-540	282	61	94109	94109	NUM
futech-540	282	62	,	,	PUNCT
futech-540	282	63	2022	2022	NUM
futech-540	282	64	.	.	PUNCT
futech-540	283	1	doi:10.1504	doi:10.1504	NOUN
futech-540	283	2	/	/	SYM
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futech-540	283	4	[	[	X
futech-540	283	5	37	37	NUM
futech-540	283	6	]	]	X
futech-540	283	7	n.	n.	PROPN
futech-540	283	8	khan	khan	PROPN
futech-540	283	9	,	,	PUNCT
futech-540	283	10	z.	z.	PROPN
futech-540	283	11	khan	khan	PROPN
futech-540	283	12	,	,	PUNCT
futech-540	283	13	a.	a.	PROPN
futech-540	283	14	koubaa	koubaa	PROPN
futech-540	283	15	,	,	PUNCT
futech-540	283	16	m.	m.	PROPN
futech-540	283	17	k.	k.	PROPN
futech-540	283	18	khan	khan	PROPN
futech-540	283	19	,	,	PUNCT
futech-540	283	20	and	and	CCONJ
futech-540	283	21	r.	r.	PROPN
futech-540	283	22	b.	b.	PROPN
futech-540	283	23	salleh	salleh	PROPN
futech-540	283	24	,	,	PUNCT
futech-540	283	25	"	"	PUNCT
futech-540	283	26	global	global	ADJ
futech-540	283	27	insights	insight	NOUN
futech-540	283	28	and	and	CCONJ
futech-540	283	29	the	the	DET
futech-540	283	30	impact	impact	NOUN
futech-540	283	31	of	of	ADP
futech-540	283	32	generative	generative	ADJ
futech-540	283	33	ai	ai	NOUN
futech-540	283	34	-	-	PUNCT
futech-540	283	35	chatgpt	chatgpt	NOUN
futech-540	283	36	on	on	ADP
futech-540	283	37	multidisciplinary	multidisciplinary	NOUN
futech-540	283	38	:	:	PUNCT
futech-540	283	39	a	a	DET
futech-540	283	40	systematic	systematic	ADJ
futech-540	283	41	review	review	NOUN
futech-540	283	42	and	and	CCONJ
futech-540	283	43	bibliometric	bibliometric	ADJ
futech-540	283	44	analysis	analysis	NOUN
futech-540	283	45	,	,	PUNCT
futech-540	283	46	"	"	PUNCT
futech-540	283	47	connection	connection	NOUN
futech-540	283	48	science	science	NOUN
futech-540	283	49	,	,	PUNCT
futech-540	283	50	vol	vol	NOUN
futech-540	283	51	.	.	PROPN
futech-540	284	1	36	36	NUM
futech-540	284	2	,	,	PUNCT
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futech-540	284	5	1	1	NUM
futech-540	284	6	,	,	PUNCT
futech-540	284	7	p.	p.	NOUN
futech-540	284	8	2353630	2353630	NUM
futech-540	284	9	,	,	PUNCT
futech-540	284	10	2024	2024	NUM
futech-540	284	11	.	.	PUNCT
futech-540	285	1	doi:10.36227	doi:10.36227	PROPN
futech-540	285	2	/	/	SYM
futech-540	285	3	techrxiv.171466626.67294030	techrxiv.171466626.67294030	NOUN
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futech-540	285	5	v1	v1	NOUN
futech-540	285	6	[	[	X
futech-540	285	7	38	38	NUM
futech-540	285	8	]	]	PUNCT
futech-540	285	9	j.	j.	PROPN
futech-540	285	10	dempere	dempere	PROPN
futech-540	285	11	,	,	PUNCT
futech-540	285	12	k.	k.	PROPN
futech-540	285	13	modugu	modugu	PROPN
futech-540	285	14	,	,	PUNCT
futech-540	285	15	a.	a.	PROPN
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futech-540	285	17	,	,	PUNCT
futech-540	285	18	and	and	CCONJ
futech-540	285	19	l.	l.	PROPN
futech-540	285	20	k.	k.	PROPN
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futech-540	285	22	,	,	PUNCT
futech-540	285	23	"	"	PUNCT
futech-540	285	24	the	the	DET
futech-540	285	25	impact	impact	NOUN
futech-540	285	26	of	of	ADP
futech-540	285	27	chatgpt	chatgpt	NOUN
futech-540	285	28	on	on	ADP
futech-540	285	29	higher	high	ADJ
futech-540	285	30	education	education	NOUN
futech-540	285	31	,	,	PUNCT
futech-540	285	32	"	"	PUNCT
futech-540	285	33	in	in	ADP
futech-540	285	34	frontiers	frontier	NOUN
futech-540	285	35	in	in	ADP
futech-540	285	36	education	education	NOUN
futech-540	285	37	,	,	PUNCT
futech-540	285	38	2023	2023	NUM
futech-540	285	39	,	,	PUNCT
futech-540	285	40	vol	vol	NOUN
futech-540	285	41	.	.	NOUN
futech-540	285	42	8	8	NUM
futech-540	285	43	:	:	PUNCT
futech-540	285	44	frontiers	frontier	NOUN
futech-540	285	45	media	media	PROPN
futech-540	285	46	sa	sa	PROPN
futech-540	285	47	,	,	PUNCT
futech-540	285	48	p.	p.	NOUN
futech-540	285	49	1206936	1206936	NUM
futech-540	285	50	.	.	PUNCT
futech-540	286	1	https://doi.org/10.3389/feduc.2023.1206936	https://doi.org/10.3389/feduc.2023.1206936	PUNCT
futech-540	287	1	[	[	X
futech-540	287	2	39	39	NUM
futech-540	287	3	]	]	PUNCT
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futech-540	287	17	c.	c.	PROPN
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futech-540	287	24	in	in	ADP
futech-540	287	25	academia	academia	NOUN
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futech-540	287	27	leveraging	leverage	VERB
futech-540	287	28	chatgpt	chatgpt	NOUN
futech-540	287	29	for	for	ADP
futech-540	287	30	teaching	teaching	NOUN
futech-540	287	31	,	,	PUNCT
futech-540	287	32	learning	learning	NOUN
futech-540	287	33	and	and	CCONJ
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futech-540	287	35	,	,	PUNCT
futech-540	287	36	"	"	PUNCT
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futech-540	287	38	education	education	NOUN
futech-540	287	39	for	for	ADP
futech-540	287	40	all	all	DET
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futech-540	287	44	1	1	NUM
futech-540	287	45	,	,	PUNCT
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futech-540	287	48	1	1	NUM
futech-540	287	49	,	,	PUNCT
futech-540	287	50	pp	pp	ADJ
futech-540	287	51	.	.	PUNCT
futech-540	288	1	385	385	NUM
futech-540	288	2	-	-	SYM
futech-540	288	3	416	416	NUM
futech-540	288	4	,	,	PUNCT
futech-540	288	5	2024	2024	NUM
futech-540	288	6	.	.	PUNCT
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futech-540	289	2	this	this	DET
futech-540	289	3	article	article	NOUN
futech-540	289	4	is	be	AUX
futech-540	289	5	an	an	DET
futech-540	289	6	open	open	ADJ
futech-540	289	7	-	-	PUNCT
futech-540	289	8	access	access	NOUN
futech-540	289	9	article	article	NOUN
futech-540	289	10	distributed	distribute	VERB
futech-540	289	11	under	under	ADP
futech-540	289	12	the	the	DET
futech-540	289	13	terms	term	NOUN
futech-540	289	14	and	and	CCONJ
futech-540	289	15	conditions	condition	NOUN
futech-540	289	16	of	of	ADP
futech-540	289	17	the	the	DET
futech-540	289	18	creative	creative	ADJ
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futech-540	289	20	attribution	attribution	NOUN
futech-540	289	21	(	(	PUNCT
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futech-540	289	26	(	(	PUNCT
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futech-540	289	28	)	)	PUNCT
futech-540	289	29	.	.	PUNCT
futech-540	290	1	https://doi.org/10.1177/22779779241227654?urlappend=?utm_source=researchgate	https://doi.org/10.1177/22779779241227654?urlappend=?utm_source=researchgate	PROPN
futech-540	291	1	https://doi.org/10.1002/csr.2206	https://doi.org/10.1002/csr.2206	PROPN
futech-540	291	2	https://doi.org/10.1145/3613904.3642700	https://doi.org/10.1145/3613904.3642700	NOUN
futech-540	291	3	https://doi.org/10.1002/ajim.23037	https://doi.org/10.1002/ajim.23037	NOUN
futech-540	291	4	https://doi.org/10.1002/ajim.23037	https://doi.org/10.1002/ajim.23037	NOUN
futech-540	291	5	https://doi.org/10.1016/j.technovation.2023.102747	https://doi.org/10.1016/j.technovation.2023.102747	PROPN
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futech-540	291	7	https://doi.org/10.1108/cafr-08-2023-0095	https://doi.org/10.1108/cafr-08-2023-0095	PROPN
futech-540	291	8	https://doi.org/10.26668/businessreview/2023.v8i7.2274	https://doi.org/10.26668/businessreview/2023.v8i7.2274	PROPN
futech-540	291	9	https://doi.org/10.1108/ejtd-03-2023-0045	https://doi.org/10.1108/ejtd-03-2023-0045	ADJ
futech-540	291	10	https://doi.org/10.1111/1748-8583.12259	https://doi.org/10.1111/1748-8583.12259	NOUN
futech-540	291	11	https://doi.org/10.3390/admsci12020050	https://doi.org/10.3390/admsci12020050	PROPN
futech-540	291	12	https://doi.org/10.1590/1807-7692bar2022210046	https://doi.org/10.1590/1807-7692bar2022210046	NUM
futech-540	291	13	https://doi.org/10.1590/1807-7692bar2022210046	https://doi.org/10.1590/1807-7692bar2022210046	NUM
futech-540	291	14	https://doi.org/10.1504/ijbex.2020.10039342	https://doi.org/10.1504/ijbex.2020.10039342	PROPN
futech-540	291	15	https://doi.org/10.36227/techrxiv.171466626.67294030/v1	https://doi.org/10.36227/techrxiv.171466626.67294030/v1	X
futech-540	291	16	https://doi.org/10.3389/feduc.2023.1206936	https://doi.org/10.3389/feduc.2023.1206936	PROPN
futech-540	291	17	https://doi.org/10.1108/qea-07-2024-0055	https://doi.org/10.1108/qea-07-2024-0055	X
futech-540	291	18	https://doi.org/10.1108/qea-07-2024-0055	https://doi.org/10.1108/qea-07-2024-0055	ADJ
futech-540	291	19	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	NOUN