id	sid	tid	token	lemma	pos
impactinged-518	1	1	impacting	impact	VERB
impactinged-518	1	2	education	education	NOUN
impactinged-518	1	3	:	:	PUNCT
impactinged-518	1	4	journal	journal	NOUN
impactinged-518	1	5	on	on	ADP
impactinged-518	1	6	transforming	transform	VERB
impactinged-518	1	7	professional	professional	ADJ
impactinged-518	1	8	practice	practice	NOUN
impactinged-518	1	9	new	new	ADJ
impactinged-518	1	10	articles	article	NOUN
impactinged-518	1	11	in	in	ADP
impactinged-518	1	12	this	this	DET
impactinged-518	1	13	journal	journal	NOUN
impactinged-518	1	14	are	be	AUX
impactinged-518	1	15	licensed	license	VERB
impactinged-518	1	16	under	under	ADP
impactinged-518	1	17	a	a	DET
impactinged-518	1	18	creative	creative	ADJ
impactinged-518	1	19	commons	common	NOUN
impactinged-518	1	20	attribution	attribution	NOUN
impactinged-518	1	21	4.0	4.0	NUM
impactinged-518	1	22	united	unite	VERB
impactinged-518	1	23	states	states	PROPN
impactinged-518	1	24	license	license	NOUN
impactinged-518	1	25	.	.	PUNCT
impactinged-518	2	1	this	this	DET
impactinged-518	2	2	journal	journal	NOUN
impactinged-518	2	3	is	be	AUX
impactinged-518	2	4	published	publish	VERB
impactinged-518	2	5	by	by	ADP
impactinged-518	2	6	pitt	pitt	PROPN
impactinged-518	2	7	open	open	PROPN
impactinged-518	2	8	library	library	NOUN
impactinged-518	2	9	publishing	publishing	NOUN
impactinged-518	2	10	.	.	PUNCT
impactinged-518	3	1	57	57	NUM
impactinged-518	3	2	this	this	DET
impactinged-518	3	3	journal	journal	NOUN
impactinged-518	3	4	is	be	AUX
impactinged-518	3	5	supported	support	VERB
impactinged-518	3	6	by	by	ADP
impactinged-518	3	7	the	the	DET
impactinged-518	3	8	carnegie	carnegie	NOUN
impactinged-518	3	9	project	project	NOUN
impactinged-518	3	10	on	on	ADP
impactinged-518	3	11	the	the	DET
impactinged-518	3	12	education	education	NOUN
impactinged-518	3	13	doctorate	doctorate	NOUN
impactinged-518	3	14	:	:	PUNCT
impactinged-518	3	15	a	a	DET
impactinged-518	3	16	knowledge	knowledge	NOUN
impactinged-518	3	17	forum	forum	NOUN
impactinged-518	3	18	on	on	ADP
impactinged-518	3	19	the	the	DET
impactinged-518	3	20	edd	edd	PROPN
impactinged-518	3	21	(	(	PUNCT
impactinged-518	3	22	cped	cpe	VERB
impactinged-518	3	23	)	)	PUNCT
impactinged-518	3	24	cpedinitiative.org	cpedinitiative.org	X
impactinged-518	3	25	impactinged.pitt.edu	impactinged.pitt.edu	VERB
impactinged-518	3	26	issn	issn	PROPN
impactinged-518	3	27	2472	2472	NUM
impactinged-518	3	28	-	-	SYM
impactinged-518	3	29	5889	5889	NUM
impactinged-518	3	30	(	(	PUNCT
impactinged-518	3	31	online	online	ADJ
impactinged-518	3	32	)	)	PUNCT
impactinged-518	3	33	vol.10	vol.10	NOUN
impactinged-518	3	34	no.1	no.1	VERB
impactinged-518	3	35	(	(	PUNCT
impactinged-518	3	36	2025	2025	NUM
impactinged-518	3	37	)	)	PUNCT
impactinged-518	3	38	doi	doi	NOUN
impactinged-518	3	39	10.5195	10.5195	NUM
impactinged-518	3	40	/	/	SYM
impactinged-518	3	41	ie.2025.518	ie.2025.518	NOUN
impactinged-518	3	42	framework	framework	NOUN
impactinged-518	3	43	for	for	ADP
impactinged-518	3	44	integrating	integrate	VERB
impactinged-518	3	45	generative	generative	NOUN
impactinged-518	3	46	ai	ai	VERB
impactinged-518	3	47	into	into	ADP
impactinged-518	3	48	statistical	statistical	ADJ
impactinged-518	3	49	training	training	NOUN
impactinged-518	3	50	in	in	ADP
impactinged-518	3	51	doctor	doctor	NOUN
impactinged-518	3	52	of	of	ADP
impactinged-518	3	53	education	education	NOUN
impactinged-518	3	54	programs	program	NOUN
impactinged-518	3	55	christine	christine	PROPN
impactinged-518	3	56	eith	eith	PROPN
impactinged-518	3	57	johns	johns	PROPN
impactinged-518	3	58	hopkins	hopkins	PROPN
impactinged-518	3	59	university	university	PROPN
impactinged-518	3	60	ceith@jhu.edu	ceith@jhu.edu	PROPN
impactinged-518	3	61	denise	denise	PROPN
impactinged-518	3	62	zawada	zawada	PROPN
impactinged-518	3	63	university	university	PROPN
impactinged-518	3	64	of	of	ADP
impactinged-518	3	65	new	new	PROPN
impactinged-518	3	66	mexico	mexico	PROPN
impactinged-518	3	67	dzawada@unm.edu	dzawada@unm.edu	PROPN
impactinged-518	4	1	abstract	abstract	ADJ
impactinged-518	4	2	this	this	DET
impactinged-518	4	3	paper	paper	NOUN
impactinged-518	4	4	proposes	propose	VERB
impactinged-518	4	5	a	a	DET
impactinged-518	4	6	framework	framework	NOUN
impactinged-518	4	7	for	for	ADP
impactinged-518	4	8	integrating	integrate	VERB
impactinged-518	4	9	generative	generative	ADJ
impactinged-518	4	10	artificial	artificial	ADJ
impactinged-518	4	11	intelligence	intelligence	NOUN
impactinged-518	4	12	(	(	PUNCT
impactinged-518	4	13	ai	ai	NOUN
impactinged-518	4	14	)	)	PUNCT
impactinged-518	4	15	tools	tool	NOUN
impactinged-518	4	16	into	into	ADP
impactinged-518	4	17	statistical	statistical	ADJ
impactinged-518	4	18	training	training	NOUN
impactinged-518	4	19	for	for	ADP
impactinged-518	4	20	doctor	doctor	NOUN
impactinged-518	4	21	of	of	ADP
impactinged-518	4	22	education	education	NOUN
impactinged-518	4	23	(	(	PUNCT
impactinged-518	4	24	edd	edd	PROPN
impactinged-518	4	25	)	)	PUNCT
impactinged-518	4	26	students	student	NOUN
impactinged-518	4	27	.	.	PUNCT
impactinged-518	5	1	the	the	DET
impactinged-518	5	2	rigorous	rigorous	ADJ
impactinged-518	5	3	demands	demand	NOUN
impactinged-518	5	4	of	of	ADP
impactinged-518	5	5	doctoral	doctoral	ADJ
impactinged-518	5	6	education	education	NOUN
impactinged-518	5	7	,	,	PUNCT
impactinged-518	5	8	coupled	couple	VERB
impactinged-518	5	9	with	with	ADP
impactinged-518	5	10	the	the	DET
impactinged-518	5	11	challenges	challenge	NOUN
impactinged-518	5	12	of	of	ADP
impactinged-518	5	13	learning	learn	VERB
impactinged-518	5	14	complex	complex	ADJ
impactinged-518	5	15	statistical	statistical	ADJ
impactinged-518	5	16	software	software	NOUN
impactinged-518	5	17	and	and	CCONJ
impactinged-518	5	18	coding	code	VERB
impactinged-518	5	19	language	language	NOUN
impactinged-518	5	20	,	,	PUNCT
impactinged-518	5	21	often	often	ADV
impactinged-518	5	22	lead	lead	VERB
impactinged-518	5	23	to	to	ADP
impactinged-518	5	24	anxiety	anxiety	NOUN
impactinged-518	5	25	and	and	CCONJ
impactinged-518	5	26	frustration	frustration	NOUN
impactinged-518	5	27	among	among	ADP
impactinged-518	5	28	students	student	NOUN
impactinged-518	5	29	,	,	PUNCT
impactinged-518	5	30	particularly	particularly	ADV
impactinged-518	5	31	those	those	PRON
impactinged-518	5	32	in	in	ADP
impactinged-518	5	33	part	part	NOUN
impactinged-518	5	34	-	-	PUNCT
impactinged-518	5	35	time	time	NOUN
impactinged-518	5	36	or	or	CCONJ
impactinged-518	5	37	online	online	ADJ
impactinged-518	5	38	programs	program	NOUN
impactinged-518	5	39	.	.	PUNCT
impactinged-518	6	1	this	this	DET
impactinged-518	6	2	article	article	NOUN
impactinged-518	6	3	explores	explore	VERB
impactinged-518	6	4	how	how	SCONJ
impactinged-518	6	5	generative	generative	ADJ
impactinged-518	6	6	ai	ai	NOUN
impactinged-518	6	7	can	can	AUX
impactinged-518	6	8	serve	serve	VERB
impactinged-518	6	9	as	as	ADP
impactinged-518	6	10	a	a	DET
impactinged-518	6	11	scaffold	scaffold	NOUN
impactinged-518	6	12	for	for	ADP
impactinged-518	6	13	learning	learning	NOUN
impactinged-518	6	14	,	,	PUNCT
impactinged-518	6	15	potentially	potentially	ADV
impactinged-518	6	16	mitigating	mitigate	VERB
impactinged-518	6	17	statistics	statistic	NOUN
impactinged-518	6	18	anxiety	anxiety	NOUN
impactinged-518	6	19	and	and	CCONJ
impactinged-518	6	20	enhancing	enhance	VERB
impactinged-518	6	21	students	student	NOUN
impactinged-518	6	22	’	'	PUNCT
impactinged-518	6	23	abilities	ability	NOUN
impactinged-518	6	24	to	to	PART
impactinged-518	6	25	focus	focus	VERB
impactinged-518	6	26	on	on	ADP
impactinged-518	6	27	core	core	ADJ
impactinged-518	6	28	statistical	statistical	ADJ
impactinged-518	6	29	concepts	concept	NOUN
impactinged-518	6	30	rather	rather	ADV
impactinged-518	6	31	than	than	ADP
impactinged-518	6	32	software	software	NOUN
impactinged-518	6	33	intricacies	intricacy	NOUN
impactinged-518	6	34	.	.	PUNCT
impactinged-518	7	1	the	the	DET
impactinged-518	7	2	proposed	propose	VERB
impactinged-518	7	3	framework	framework	NOUN
impactinged-518	7	4	,	,	PUNCT
impactinged-518	7	5	grounded	ground	VERB
impactinged-518	7	6	in	in	ADP
impactinged-518	7	7	constructivist	constructivist	ADJ
impactinged-518	7	8	learning	learning	NOUN
impactinged-518	7	9	theory	theory	NOUN
impactinged-518	7	10	,	,	PUNCT
impactinged-518	7	11	outlines	outline	VERB
impactinged-518	7	12	a	a	DET
impactinged-518	7	13	process	process	NOUN
impactinged-518	7	14	for	for	ADP
impactinged-518	7	15	faculty	faculty	NOUN
impactinged-518	7	16	to	to	PART
impactinged-518	7	17	facilitate	facilitate	VERB
impactinged-518	7	18	dialogues	dialogue	NOUN
impactinged-518	7	19	using	use	VERB
impactinged-518	7	20	generative	generative	ADJ
impactinged-518	7	21	ai	ai	NOUN
impactinged-518	7	22	tools	tool	NOUN
impactinged-518	7	23	that	that	PRON
impactinged-518	7	24	support	support	VERB
impactinged-518	7	25	students	student	NOUN
impactinged-518	7	26	in	in	ADP
impactinged-518	7	27	developing	develop	VERB
impactinged-518	7	28	research	research	NOUN
impactinged-518	7	29	questions	question	NOUN
impactinged-518	7	30	,	,	PUNCT
impactinged-518	7	31	selecting	select	VERB
impactinged-518	7	32	appropriate	appropriate	ADJ
impactinged-518	7	33	statistical	statistical	ADJ
impactinged-518	7	34	tests	test	NOUN
impactinged-518	7	35	,	,	PUNCT
impactinged-518	7	36	checking	check	VERB
impactinged-518	7	37	assumptions	assumption	NOUN
impactinged-518	7	38	,	,	PUNCT
impactinged-518	7	39	and	and	CCONJ
impactinged-518	7	40	conducting	conduct	VERB
impactinged-518	7	41	statistical	statistical	ADJ
impactinged-518	7	42	analyses	analysis	NOUN
impactinged-518	7	43	.	.	PUNCT
impactinged-518	8	1	by	by	ADP
impactinged-518	8	2	leveraging	leverage	VERB
impactinged-518	8	3	ai	ai	VERB
impactinged-518	8	4	as	as	ADP
impactinged-518	8	5	a	a	DET
impactinged-518	8	6	dialogic	dialogic	ADJ
impactinged-518	8	7	partner	partner	NOUN
impactinged-518	8	8	,	,	PUNCT
impactinged-518	8	9	students	student	NOUN
impactinged-518	8	10	can	can	AUX
impactinged-518	8	11	engage	engage	VERB
impactinged-518	8	12	in	in	ADP
impactinged-518	8	13	self	self	NOUN
impactinged-518	8	14	-	-	PUNCT
impactinged-518	8	15	regulated	regulate	VERB
impactinged-518	8	16	learning	learning	NOUN
impactinged-518	8	17	and	and	CCONJ
impactinged-518	8	18	enhance	enhance	VERB
impactinged-518	8	19	critical	critical	ADJ
impactinged-518	8	20	thinking	thinking	NOUN
impactinged-518	8	21	skills	skill	NOUN
impactinged-518	8	22	essential	essential	ADJ
impactinged-518	8	23	for	for	ADP
impactinged-518	8	24	practitioner	practitioner	NOUN
impactinged-518	8	25	-	-	PUNCT
impactinged-518	8	26	scholars	scholar	NOUN
impactinged-518	8	27	.	.	PUNCT
impactinged-518	9	1	this	this	DET
impactinged-518	9	2	approach	approach	NOUN
impactinged-518	9	3	has	have	VERB
impactinged-518	9	4	the	the	DET
impactinged-518	9	5	potential	potential	NOUN
impactinged-518	9	6	to	to	PART
impactinged-518	9	7	improve	improve	VERB
impactinged-518	9	8	statistical	statistical	ADJ
impactinged-518	9	9	training	training	NOUN
impactinged-518	9	10	in	in	ADP
impactinged-518	9	11	edd	edd	PROPN
impactinged-518	9	12	programs	program	NOUN
impactinged-518	9	13	,	,	PUNCT
impactinged-518	9	14	producing	produce	VERB
impactinged-518	9	15	more	more	ADV
impactinged-518	9	16	competent	competent	ADJ
impactinged-518	9	17	translators	translator	NOUN
impactinged-518	9	18	of	of	ADP
impactinged-518	9	19	research	research	NOUN
impactinged-518	9	20	who	who	PRON
impactinged-518	9	21	can	can	AUX
impactinged-518	9	22	effectively	effectively	ADV
impactinged-518	9	23	apply	apply	VERB
impactinged-518	9	24	and	and	CCONJ
impactinged-518	9	25	interpret	interpret	VERB
impactinged-518	9	26	statistical	statistical	ADJ
impactinged-518	9	27	methods	method	NOUN
impactinged-518	9	28	in	in	ADP
impactinged-518	9	29	their	their	PRON
impactinged-518	9	30	professional	professional	ADJ
impactinged-518	9	31	practice	practice	NOUN
impactinged-518	9	32	.	.	PUNCT
impactinged-518	10	1	the	the	DET
impactinged-518	10	2	article	article	NOUN
impactinged-518	10	3	concludes	conclude	VERB
impactinged-518	10	4	by	by	ADP
impactinged-518	10	5	discussing	discuss	VERB
impactinged-518	10	6	implications	implication	NOUN
impactinged-518	10	7	for	for	ADP
impactinged-518	10	8	edd	edd	PROPN
impactinged-518	10	9	programs	program	NOUN
impactinged-518	10	10	and	and	CCONJ
impactinged-518	10	11	suggestions	suggestion	NOUN
impactinged-518	10	12	for	for	ADP
impactinged-518	10	13	improving	improve	VERB
impactinged-518	10	14	the	the	DET
impactinged-518	10	15	curriculum	curriculum	NOUN
impactinged-518	10	16	that	that	PRON
impactinged-518	10	17	includes	include	VERB
impactinged-518	10	18	statistical	statistical	ADJ
impactinged-518	10	19	training	training	NOUN
impactinged-518	10	20	.	.	PUNCT
impactinged-518	11	1	keywords	keyword	NOUN
impactinged-518	11	2	generative	generative	VERB
impactinged-518	11	3	ai	ai	VERB
impactinged-518	11	4	,	,	PUNCT
impactinged-518	11	5	statistics	statistic	NOUN
impactinged-518	11	6	anxiety	anxiety	NOUN
impactinged-518	11	7	,	,	PUNCT
impactinged-518	11	8	edd	edd	PROPN
impactinged-518	11	9	programs	program	NOUN
impactinged-518	11	10	,	,	PUNCT
impactinged-518	11	11	constructivism	constructivism	NOUN
impactinged-518	11	12	,	,	PUNCT
impactinged-518	11	13	self	self	NOUN
impactinged-518	11	14	-	-	PUNCT
impactinged-518	11	15	regulated	regulate	VERB
impactinged-518	11	16	learning	learning	NOUN
impactinged-518	11	17	framework	framework	NOUN
impactinged-518	11	18	for	for	ADP
impactinged-518	11	19	generative	generative	ADJ
impactinged-518	11	20	ai	ai	VERB
impactinged-518	11	21	in	in	ADP
impactinged-518	11	22	research	research	NOUN
impactinged-518	11	23	methods	method	NOUN
impactinged-518	11	24	and	and	CCONJ
impactinged-518	11	25	statistical	statistical	ADJ
impactinged-518	11	26	analysis	analysis	NOUN
impactinged-518	11	27	preparation	preparation	NOUN
impactinged-518	11	28	the	the	DET
impactinged-518	11	29	rigorous	rigorous	ADJ
impactinged-518	11	30	demands	demand	NOUN
impactinged-518	11	31	of	of	ADP
impactinged-518	11	32	doctoral	doctoral	ADJ
impactinged-518	11	33	education	education	NOUN
impactinged-518	11	34	have	have	AUX
impactinged-518	11	35	uniquely	uniquely	ADV
impactinged-518	11	36	challenged	challenge	VERB
impactinged-518	11	37	students	student	NOUN
impactinged-518	11	38	in	in	ADP
impactinged-518	11	39	part	part	ADJ
impactinged-518	11	40	-	-	PUNCT
impactinged-518	11	41	time	time	NOUN
impactinged-518	11	42	degree	degree	NOUN
impactinged-518	11	43	programs	program	NOUN
impactinged-518	11	44	,	,	PUNCT
impactinged-518	11	45	such	such	ADJ
impactinged-518	11	46	as	as	ADP
impactinged-518	11	47	those	those	PRON
impactinged-518	11	48	entering	enter	VERB
impactinged-518	11	49	the	the	DET
impactinged-518	11	50	doctor	doctor	NOUN
impactinged-518	11	51	of	of	ADP
impactinged-518	11	52	education	education	NOUN
impactinged-518	11	53	(	(	PUNCT
impactinged-518	11	54	edd	edd	PROPN
impactinged-518	11	55	)	)	PUNCT
impactinged-518	11	56	.	.	PUNCT
impactinged-518	12	1	students	student	NOUN
impactinged-518	12	2	have	have	AUX
impactinged-518	12	3	been	be	AUX
impactinged-518	12	4	expected	expect	VERB
impactinged-518	12	5	to	to	PART
impactinged-518	12	6	acclimate	acclimate	VERB
impactinged-518	12	7	to	to	ADP
impactinged-518	12	8	the	the	DET
impactinged-518	12	9	pace	pace	NOUN
impactinged-518	12	10	of	of	ADP
impactinged-518	12	11	doctoral	doctoral	ADJ
impactinged-518	12	12	curriculum	curriculum	NOUN
impactinged-518	12	13	,	,	PUNCT
impactinged-518	12	14	rarely	rarely	ADV
impactinged-518	12	15	leaving	leave	VERB
impactinged-518	12	16	much	much	ADJ
impactinged-518	12	17	time	time	NOUN
impactinged-518	12	18	to	to	PART
impactinged-518	12	19	catch	catch	VERB
impactinged-518	12	20	up	up	ADP
impactinged-518	12	21	on	on	ADP
impactinged-518	12	22	skills	skill	NOUN
impactinged-518	12	23	missed	miss	VERB
impactinged-518	12	24	during	during	ADP
impactinged-518	12	25	coursework	coursework	NOUN
impactinged-518	12	26	or	or	CCONJ
impactinged-518	12	27	not	not	PART
impactinged-518	12	28	part	part	NOUN
impactinged-518	12	29	of	of	ADP
impactinged-518	12	30	previous	previous	ADJ
impactinged-518	12	31	training	training	NOUN
impactinged-518	12	32	.	.	PUNCT
impactinged-518	13	1	students	student	NOUN
impactinged-518	13	2	have	have	AUX
impactinged-518	13	3	also	also	ADV
impactinged-518	13	4	faced	face	VERB
impactinged-518	13	5	a	a	DET
impactinged-518	13	6	hidden	hide	VERB
impactinged-518	13	7	curriculum	curriculum	NOUN
impactinged-518	13	8	–	–	PUNCT
impactinged-518	13	9	a	a	DET
impactinged-518	13	10	set	set	NOUN
impactinged-518	13	11	of	of	ADP
impactinged-518	13	12	unspoken	unspoken	ADJ
impactinged-518	13	13	norms	norm	NOUN
impactinged-518	13	14	and	and	CCONJ
impactinged-518	13	15	expectations	expectation	NOUN
impactinged-518	13	16	related	relate	VERB
impactinged-518	13	17	to	to	ADP
impactinged-518	13	18	the	the	DET
impactinged-518	13	19	doctoral	doctoral	ADJ
impactinged-518	13	20	journey	journey	NOUN
impactinged-518	13	21	–	–	PUNCT
impactinged-518	13	22	that	that	PRON
impactinged-518	13	23	contributed	contribute	VERB
impactinged-518	13	24	to	to	ADP
impactinged-518	13	25	a	a	DET
impactinged-518	13	26	sense	sense	NOUN
impactinged-518	13	27	of	of	ADP
impactinged-518	13	28	anxiety	anxiety	NOUN
impactinged-518	13	29	,	,	PUNCT
impactinged-518	13	30	isolation	isolation	NOUN
impactinged-518	13	31	,	,	PUNCT
impactinged-518	13	32	and	and	CCONJ
impactinged-518	13	33	confusion	confusion	NOUN
impactinged-518	13	34	,	,	PUNCT
impactinged-518	13	35	especially	especially	ADV
impactinged-518	13	36	for	for	ADP
impactinged-518	13	37	students	student	NOUN
impactinged-518	13	38	who	who	PRON
impactinged-518	13	39	have	have	AUX
impactinged-518	13	40	matriculated	matriculate	VERB
impactinged-518	13	41	into	into	ADP
impactinged-518	13	42	an	an	DET
impactinged-518	13	43	asynchronous	asynchronous	ADJ
impactinged-518	13	44	online	online	ADJ
impactinged-518	13	45	program	program	NOUN
impactinged-518	13	46	.	.	PUNCT
impactinged-518	14	1	anxiety	anxiety	NOUN
impactinged-518	14	2	around	around	ADP
impactinged-518	14	3	academic	academic	ADJ
impactinged-518	14	4	preparation	preparation	NOUN
impactinged-518	14	5	has	have	AUX
impactinged-518	14	6	been	be	AUX
impactinged-518	14	7	further	far	ADV
impactinged-518	14	8	amplified	amplify	VERB
impactinged-518	14	9	for	for	ADP
impactinged-518	14	10	individuals	individual	NOUN
impactinged-518	14	11	who	who	PRON
impactinged-518	14	12	joined	join	VERB
impactinged-518	14	13	doctoral	doctoral	ADJ
impactinged-518	14	14	programs	program	NOUN
impactinged-518	14	15	as	as	ADP
impactinged-518	14	16	career	career	NOUN
impactinged-518	14	17	professionals	professional	NOUN
impactinged-518	14	18	and	and	CCONJ
impactinged-518	14	19	entered	enter	VERB
impactinged-518	14	20	their	their	PRON
impactinged-518	14	21	degree	degree	NOUN
impactinged-518	14	22	programs	program	NOUN
impactinged-518	14	23	with	with	ADP
impactinged-518	14	24	expertise	expertise	NOUN
impactinged-518	14	25	in	in	ADP
impactinged-518	14	26	practice	practice	NOUN
impactinged-518	14	27	yet	yet	ADV
impactinged-518	14	28	had	have	VERB
impactinged-518	14	29	little	little	ADJ
impactinged-518	14	30	or	or	CCONJ
impactinged-518	14	31	no	no	PRON
impactinged-518	14	32	experience	experience	NOUN
impactinged-518	14	33	in	in	ADP
impactinged-518	14	34	research	research	NOUN
impactinged-518	14	35	and	and	CCONJ
impactinged-518	14	36	statistical	statistical	ADJ
impactinged-518	14	37	analysis	analysis	NOUN
impactinged-518	14	38	,	,	PUNCT
impactinged-518	14	39	the	the	DET
impactinged-518	14	40	latter	latter	ADJ
impactinged-518	14	41	a	a	DET
impactinged-518	14	42	common	common	ADJ
impactinged-518	14	43	skillset	skillset	NOUN
impactinged-518	14	44	required	require	VERB
impactinged-518	14	45	for	for	ADP
impactinged-518	14	46	degree	degree	NOUN
impactinged-518	14	47	attainment	attainment	NOUN
impactinged-518	14	48	.	.	PUNCT
impactinged-518	15	1	edd	edd	PROPN
impactinged-518	15	2	students	student	NOUN
impactinged-518	15	3	must	must	AUX
impactinged-518	15	4	be	be	AUX
impactinged-518	15	5	able	able	ADJ
impactinged-518	15	6	to	to	PART
impactinged-518	15	7	read	read	VERB
impactinged-518	15	8	,	,	PUNCT
impactinged-518	15	9	interpret	interpret	VERB
impactinged-518	15	10	,	,	PUNCT
impactinged-518	15	11	translate	translate	ADJ
impactinged-518	15	12	,	,	PUNCT
impactinged-518	15	13	and	and	CCONJ
impactinged-518	15	14	evaluate	evaluate	VERB
impactinged-518	15	15	research	research	NOUN
impactinged-518	15	16	,	,	PUNCT
impactinged-518	15	17	which	which	PRON
impactinged-518	15	18	has	have	AUX
impactinged-518	15	19	been	be	AUX
impactinged-518	15	20	crucial	crucial	ADJ
impactinged-518	15	21	preparation	preparation	NOUN
impactinged-518	15	22	as	as	SCONJ
impactinged-518	15	23	they	they	PRON
impactinged-518	15	24	also	also	ADV
impactinged-518	15	25	must	must	AUX
impactinged-518	15	26	develop	develop	VERB
impactinged-518	15	27	and	and	CCONJ
impactinged-518	15	28	conduct	conduct	VERB
impactinged-518	15	29	a	a	DET
impactinged-518	15	30	study	study	NOUN
impactinged-518	15	31	within	within	ADP
impactinged-518	15	32	their	their	PRON
impactinged-518	15	33	professional	professional	ADJ
impactinged-518	15	34	context	context	NOUN
impactinged-518	15	35	by	by	ADP
impactinged-518	15	36	examining	examine	VERB
impactinged-518	15	37	a	a	DET
impactinged-518	15	38	problem	problem	NOUN
impactinged-518	15	39	of	of	ADP
impactinged-518	15	40	practice	practice	NOUN
impactinged-518	15	41	(	(	PUNCT
impactinged-518	15	42	schulman	schulman	NOUN
impactinged-518	15	43	et	et	PROPN
impactinged-518	15	44	al	al	PROPN
impactinged-518	15	45	.	.	PROPN
impactinged-518	15	46	,	,	PUNCT
impactinged-518	15	47	2006	2006	NUM
impactinged-518	15	48	)	)	PUNCT
impactinged-518	15	49	.	.	PUNCT
impactinged-518	16	1	preparing	prepare	VERB
impactinged-518	16	2	edd	edd	PROPN
impactinged-518	16	3	students	student	NOUN
impactinged-518	16	4	to	to	PART
impactinged-518	16	5	use	use	VERB
impactinged-518	16	6	social	social	ADJ
impactinged-518	16	7	science	science	NOUN
impactinged-518	16	8	research	research	NOUN
impactinged-518	16	9	methods	method	NOUN
impactinged-518	16	10	has	have	AUX
impactinged-518	16	11	often	often	ADV
impactinged-518	16	12	been	be	AUX
impactinged-518	16	13	coupled	couple	VERB
impactinged-518	16	14	with	with	ADP
impactinged-518	16	15	training	training	NOUN
impactinged-518	16	16	in	in	ADP
impactinged-518	16	17	statistics	statistic	NOUN
impactinged-518	16	18	.	.	PUNCT
impactinged-518	17	1	students	student	NOUN
impactinged-518	17	2	must	must	AUX
impactinged-518	17	3	be	be	AUX
impactinged-518	17	4	able	able	ADJ
impactinged-518	17	5	to	to	PART
impactinged-518	17	6	conduct	conduct	VERB
impactinged-518	17	7	their	their	PRON
impactinged-518	17	8	own	own	ADJ
impactinged-518	17	9	data	datum	NOUN
impactinged-518	17	10	analysis	analysis	NOUN
impactinged-518	17	11	,	,	PUNCT
impactinged-518	17	12	which	which	PRON
impactinged-518	17	13	requires	require	VERB
impactinged-518	17	14	knowledge	knowledge	NOUN
impactinged-518	17	15	of	of	ADP
impactinged-518	17	16	research	research	NOUN
impactinged-518	17	17	design	design	NOUN
impactinged-518	17	18	,	,	PUNCT
impactinged-518	17	19	methods	method	NOUN
impactinged-518	17	20	,	,	PUNCT
impactinged-518	17	21	and	and	CCONJ
impactinged-518	17	22	analysis	analysis	NOUN
impactinged-518	17	23	tools	tool	NOUN
impactinged-518	17	24	—	—	PUNCT
impactinged-518	17	25	often	often	ADV
impactinged-518	17	26	software	software	NOUN
impactinged-518	17	27	that	that	PRON
impactinged-518	17	28	uses	use	VERB
impactinged-518	17	29	a	a	DET
impactinged-518	17	30	unique	unique	ADJ
impactinged-518	17	31	coding	code	VERB
impactinged-518	17	32	language	language	NOUN
impactinged-518	17	33	–	–	PUNCT
impactinged-518	17	34	to	to	PART
impactinged-518	17	35	complete	complete	VERB
impactinged-518	17	36	their	their	PRON
impactinged-518	17	37	research	research	NOUN
impactinged-518	17	38	studies	study	NOUN
impactinged-518	17	39	.	.	PUNCT
impactinged-518	18	1	for	for	ADP
impactinged-518	18	2	most	most	ADJ
impactinged-518	18	3	edd	edd	PROPN
impactinged-518	18	4	students	student	NOUN
impactinged-518	18	5	taking	take	VERB
impactinged-518	18	6	a	a	DET
impactinged-518	18	7	research	research	NOUN
impactinged-518	18	8	or	or	CCONJ
impactinged-518	18	9	statistics	statistic	NOUN
impactinged-518	18	10	course	course	ADV
impactinged-518	18	11	where	where	SCONJ
impactinged-518	18	12	data	datum	NOUN
impactinged-518	18	13	analysis	analysis	NOUN
impactinged-518	18	14	was	be	AUX
impactinged-518	18	15	required	require	VERB
impactinged-518	18	16	,	,	PUNCT
impactinged-518	18	17	it	it	PRON
impactinged-518	18	18	was	be	AUX
impactinged-518	18	19	their	their	PRON
impactinged-518	18	20	first	first	ADJ
impactinged-518	18	21	time	time	NOUN
impactinged-518	18	22	using	use	VERB
impactinged-518	18	23	code	code	NOUN
impactinged-518	18	24	-	-	PUNCT
impactinged-518	18	25	based	base	VERB
impactinged-518	18	26	statistical	statistical	ADJ
impactinged-518	18	27	software	software	NOUN
impactinged-518	18	28	.	.	PUNCT
impactinged-518	19	1	the	the	DET
impactinged-518	19	2	inclusion	inclusion	NOUN
impactinged-518	19	3	of	of	ADP
impactinged-518	19	4	statistical	statistical	ADJ
impactinged-518	19	5	software	software	NOUN
impactinged-518	19	6	packages	package	NOUN
impactinged-518	19	7	has	have	AUX
impactinged-518	19	8	had	have	VERB
impactinged-518	19	9	the	the	DET
impactinged-518	19	10	potential	potential	NOUN
impactinged-518	19	11	to	to	PART
impactinged-518	19	12	hinder	hinder	VERB
impactinged-518	19	13	the	the	DET
impactinged-518	19	14	development	development	NOUN
impactinged-518	19	15	of	of	ADP
impactinged-518	19	16	applied	apply	VERB
impactinged-518	19	17	statistical	statistical	ADJ
impactinged-518	19	18	knowledge	knowledge	NOUN
impactinged-518	19	19	because	because	SCONJ
impactinged-518	19	20	students	student	NOUN
impactinged-518	19	21	were	be	AUX
impactinged-518	19	22	required	require	VERB
impactinged-518	19	23	to	to	PART
impactinged-518	19	24	learn	learn	VERB
impactinged-518	19	25	the	the	DET
impactinged-518	19	26	software	software	NOUN
impactinged-518	19	27	necessary	necessary	ADJ
impactinged-518	19	28	to	to	PART
impactinged-518	19	29	run	run	VERB
impactinged-518	19	30	the	the	DET
impactinged-518	19	31	analysis	analysis	NOUN
impactinged-518	19	32	in	in	ADP
impactinged-518	19	33	a	a	DET
impactinged-518	19	34	constrained	constrained	ADJ
impactinged-518	19	35	timeframe	timeframe	NOUN
impactinged-518	19	36	and	and	CCONJ
impactinged-518	19	37	for	for	ADP
impactinged-518	19	38	a	a	DET
impactinged-518	19	39	unique	unique	ADJ
impactinged-518	19	40	purpose	purpose	NOUN
impactinged-518	19	41	.	.	PUNCT
impactinged-518	20	1	this	this	DET
impactinged-518	20	2	process	process	NOUN
impactinged-518	20	3	has	have	AUX
impactinged-518	20	4	often	often	ADV
impactinged-518	20	5	been	be	AUX
impactinged-518	20	6	quite	quite	ADV
impactinged-518	20	7	distinct	distinct	ADJ
impactinged-518	20	8	from	from	ADP
impactinged-518	20	9	their	their	PRON
impactinged-518	20	10	professional	professional	ADJ
impactinged-518	20	11	experiences	experience	NOUN
impactinged-518	20	12	and	and	CCONJ
impactinged-518	20	13	practices	practice	NOUN
impactinged-518	20	14	.	.	PUNCT
impactinged-518	21	1	notably	notably	ADV
impactinged-518	21	2	,	,	PUNCT
impactinged-518	21	3	statistical	statistical	ADJ
impactinged-518	21	4	analysis	analysis	NOUN
impactinged-518	21	5	software	software	NOUN
impactinged-518	21	6	was	be	AUX
impactinged-518	21	7	typically	typically	ADV
impactinged-518	21	8	not	not	PART
impactinged-518	21	9	required	require	VERB
impactinged-518	21	10	outside	outside	ADV
impactinged-518	21	11	of	of	ADP
impactinged-518	21	12	a	a	DET
impactinged-518	21	13	small	small	ADJ
impactinged-518	21	14	number	number	NOUN
impactinged-518	21	15	of	of	ADP
impactinged-518	21	16	courses	course	NOUN
impactinged-518	21	17	and	and	CCONJ
impactinged-518	21	18	the	the	DET
impactinged-518	21	19	dissertation	dissertation	NOUN
impactinged-518	21	20	.	.	PUNCT
impactinged-518	22	1	it	it	PRON
impactinged-518	22	2	is	be	AUX
impactinged-518	22	3	rarely	rarely	ADV
impactinged-518	22	4	used	use	VERB
impactinged-518	22	5	in	in	ADP
impactinged-518	22	6	a	a	DET
impactinged-518	22	7	student	student	NOUN
impactinged-518	22	8	’s	’s	PART
impactinged-518	22	9	professional	professional	ADJ
impactinged-518	22	10	context	context	NOUN
impactinged-518	22	11	.	.	PUNCT
impactinged-518	23	1	according	accord	VERB
impactinged-518	23	2	to	to	ADP
impactinged-518	23	3	student	student	NOUN
impactinged-518	23	4	feedback	feedback	NOUN
impactinged-518	23	5	,	,	PUNCT
impactinged-518	23	6	the	the	DET
impactinged-518	23	7	outcome	outcome	NOUN
impactinged-518	23	8	of	of	ADP
impactinged-518	23	9	these	these	DET
impactinged-518	23	10	challenges	challenge	NOUN
impactinged-518	23	11	has	have	AUX
impactinged-518	23	12	often	often	ADV
impactinged-518	23	13	resulted	result	VERB
impactinged-518	23	14	in	in	ADP
impactinged-518	23	15	high	high	ADJ
impactinged-518	23	16	levels	level	NOUN
impactinged-518	23	17	of	of	ADP
impactinged-518	23	18	frustration	frustration	NOUN
impactinged-518	23	19	and	and	CCONJ
impactinged-518	23	20	anxiety	anxiety	NOUN
impactinged-518	23	21	and	and	CCONJ
impactinged-518	23	22	low	low	ADJ
impactinged-518	23	23	levels	level	NOUN
impactinged-518	23	24	of	of	ADP
impactinged-518	23	25	efficacy	efficacy	NOUN
impactinged-518	23	26	and	and	CCONJ
impactinged-518	23	27	authentic	authentic	ADJ
impactinged-518	23	28	learning	learning	NOUN
impactinged-518	23	29	.	.	PUNCT
impactinged-518	24	1	consistent	consistent	ADJ
impactinged-518	24	2	student	student	NOUN
impactinged-518	24	3	feedback	feedback	NOUN
impactinged-518	24	4	in	in	ADP
impactinged-518	24	5	course	course	NOUN
impactinged-518	24	6	evaluations	evaluation	NOUN
impactinged-518	24	7	indicate	indicate	VERB
impactinged-518	24	8	that	that	SCONJ
impactinged-518	24	9	they	they	PRON
impactinged-518	24	10	have	have	AUX
impactinged-518	24	11	experienced	experience	VERB
impactinged-518	24	12	challenges	challenge	NOUN
impactinged-518	24	13	using	use	VERB
impactinged-518	24	14	the	the	DET
impactinged-518	24	15	https://library.pitt.edu/e-journals	https://library.pitt.edu/e-journal	NOUN
impactinged-518	24	16	http://creativecommons.org/licenses/by-nc-nd/3.0/us/	http://creativecommons.org/licenses/by-nc-nd/3.0/us/	PROPN
impactinged-518	24	17	http://cpedinitiative.org/	http://cpedinitiative.org/	PRON
impactinged-518	24	18	https://orcid.org/0009-0004-5320-6691	https://orcid.org/0009-0004-5320-6691	VERB
impactinged-518	24	19	eith	eith	PROPN
impactinged-518	24	20	&	&	CCONJ
impactinged-518	24	21	zawada	zawada	PROPN
impactinged-518	24	22	impacting	impacting	PROPN
impactinged-518	24	23	education	education	PROPN
impactinged-518	24	24	:	:	PUNCT
impactinged-518	24	25	journal	journal	NOUN
impactinged-518	24	26	on	on	ADP
impactinged-518	24	27	transforming	transform	VERB
impactinged-518	24	28	professional	professional	ADJ
impactinged-518	24	29	practice	practice	NOUN
impactinged-518	24	30	impactinged.pitt.edu	impactinged.pitt.edu	PROPN
impactinged-518	24	31	vol	vol	NOUN
impactinged-518	24	32	.	.	PROPN
impactinged-518	25	1	10	10	NUM
impactinged-518	25	2	no	no	NOUN
impactinged-518	25	3	.	.	NOUN
impactinged-518	25	4	1	1	NUM
impactinged-518	25	5	(	(	PUNCT
impactinged-518	25	6	2025	2025	NUM
impactinged-518	25	7	)	)	PUNCT
impactinged-518	25	8	doi	doi	NOUN
impactinged-518	25	9	10.5195	10.5195	NUM
impactinged-518	25	10	/	/	SYM
impactinged-518	25	11	ie.2025.518	ie.2025.518	NOUN
impactinged-518	25	12	58	58	NUM
impactinged-518	25	13	statistical	statistical	ADJ
impactinged-518	25	14	software	software	NOUN
impactinged-518	25	15	,	,	PUNCT
impactinged-518	25	16	often	often	ADV
impactinged-518	25	17	requiring	require	VERB
impactinged-518	25	18	them	they	PRON
impactinged-518	25	19	to	to	PART
impactinged-518	25	20	invest	invest	VERB
impactinged-518	25	21	substantial	substantial	ADJ
impactinged-518	25	22	time	time	NOUN
impactinged-518	25	23	in	in	ADP
impactinged-518	25	24	finding	find	VERB
impactinged-518	25	25	additional	additional	ADJ
impactinged-518	25	26	learning	learning	NOUN
impactinged-518	25	27	materials	material	NOUN
impactinged-518	25	28	and	and	CCONJ
impactinged-518	25	29	reducing	reduce	VERB
impactinged-518	25	30	the	the	DET
impactinged-518	25	31	time	time	NOUN
impactinged-518	25	32	available	available	ADJ
impactinged-518	25	33	to	to	PART
impactinged-518	25	34	master	master	VERB
impactinged-518	25	35	the	the	DET
impactinged-518	25	36	statistical	statistical	ADJ
impactinged-518	25	37	concepts	concept	NOUN
impactinged-518	25	38	.	.	PUNCT
impactinged-518	26	1	as	as	ADP
impactinged-518	26	2	novice	novice	NOUN
impactinged-518	26	3	learners	learner	NOUN
impactinged-518	26	4	in	in	ADP
impactinged-518	26	5	this	this	DET
impactinged-518	26	6	area	area	NOUN
impactinged-518	26	7	,	,	PUNCT
impactinged-518	26	8	there	there	PRON
impactinged-518	26	9	is	be	VERB
impactinged-518	26	10	often	often	ADV
impactinged-518	26	11	frustration	frustration	NOUN
impactinged-518	26	12	and	and	CCONJ
impactinged-518	26	13	anxiety	anxiety	NOUN
impactinged-518	26	14	around	around	ADP
impactinged-518	26	15	identifying	identify	VERB
impactinged-518	26	16	reliable	reliable	ADJ
impactinged-518	26	17	supplemental	supplemental	ADJ
impactinged-518	26	18	resources	resource	NOUN
impactinged-518	26	19	then	then	ADV
impactinged-518	26	20	spending	spend	VERB
impactinged-518	26	21	the	the	DET
impactinged-518	26	22	time	time	NOUN
impactinged-518	26	23	to	to	PART
impactinged-518	26	24	review	review	VERB
impactinged-518	26	25	and	and	CCONJ
impactinged-518	26	26	digest	digest	VERB
impactinged-518	26	27	the	the	DET
impactinged-518	26	28	information	information	NOUN
impactinged-518	26	29	.	.	PUNCT
impactinged-518	27	1	this	this	PRON
impactinged-518	27	2	is	be	AUX
impactinged-518	27	3	further	far	ADV
impactinged-518	27	4	exacerbated	exacerbate	VERB
impactinged-518	27	5	when	when	SCONJ
impactinged-518	27	6	students	student	NOUN
impactinged-518	27	7	are	be	AUX
impactinged-518	27	8	working	work	VERB
impactinged-518	27	9	outside	outside	ADP
impactinged-518	27	10	of	of	ADP
impactinged-518	27	11	hours	hour	NOUN
impactinged-518	27	12	where	where	SCONJ
impactinged-518	27	13	faculty	faculty	NOUN
impactinged-518	27	14	are	be	AUX
impactinged-518	27	15	readily	readily	ADV
impactinged-518	27	16	available	available	ADJ
impactinged-518	27	17	to	to	PART
impactinged-518	27	18	respond	respond	VERB
impactinged-518	27	19	to	to	ADP
impactinged-518	27	20	questions	question	NOUN
impactinged-518	27	21	.	.	PUNCT
impactinged-518	28	1	students	student	NOUN
impactinged-518	28	2	report	report	VERB
impactinged-518	28	3	leaving	leave	VERB
impactinged-518	28	4	the	the	DET
impactinged-518	28	5	course	course	NOUN
impactinged-518	28	6	unsure	unsure	NOUN
impactinged-518	28	7	of	of	ADP
impactinged-518	28	8	what	what	PRON
impactinged-518	28	9	they	they	PRON
impactinged-518	28	10	learned	learn	VERB
impactinged-518	28	11	with	with	ADP
impactinged-518	28	12	the	the	DET
impactinged-518	28	13	majority	majority	NOUN
impactinged-518	28	14	of	of	ADP
impactinged-518	28	15	their	their	PRON
impactinged-518	28	16	time	time	NOUN
impactinged-518	28	17	spent	spend	VERB
impactinged-518	28	18	learning	learn	VERB
impactinged-518	28	19	the	the	DET
impactinged-518	28	20	software	software	NOUN
impactinged-518	28	21	rather	rather	ADV
impactinged-518	28	22	than	than	ADP
impactinged-518	28	23	statistical	statistical	ADJ
impactinged-518	28	24	analysis	analysis	NOUN
impactinged-518	28	25	and	and	CCONJ
impactinged-518	28	26	interpretation	interpretation	NOUN
impactinged-518	28	27	.	.	PUNCT
impactinged-518	29	1	ultimately	ultimately	ADV
impactinged-518	29	2	,	,	PUNCT
impactinged-518	29	3	the	the	DET
impactinged-518	29	4	research	research	NOUN
impactinged-518	29	5	requirements	requirement	NOUN
impactinged-518	29	6	of	of	ADP
impactinged-518	29	7	the	the	DET
impactinged-518	29	8	program	program	NOUN
impactinged-518	29	9	have	have	AUX
impactinged-518	29	10	affected	affect	VERB
impactinged-518	29	11	students	student	NOUN
impactinged-518	29	12	’	'	PUNCT
impactinged-518	29	13	progress	progress	NOUN
impactinged-518	29	14	and	and	CCONJ
impactinged-518	29	15	have	have	AUX
impactinged-518	29	16	led	lead	VERB
impactinged-518	29	17	to	to	ADP
impactinged-518	29	18	attrition	attrition	NOUN
impactinged-518	29	19	,	,	PUNCT
impactinged-518	29	20	coursework	coursework	NOUN
impactinged-518	29	21	repetition	repetition	NOUN
impactinged-518	29	22	,	,	PUNCT
impactinged-518	29	23	and	and	CCONJ
impactinged-518	29	24	extended	extend	VERB
impactinged-518	29	25	time	time	NOUN
impactinged-518	29	26	to	to	PART
impactinged-518	29	27	degree	degree	VERB
impactinged-518	29	28	completion	completion	NOUN
impactinged-518	29	29	.	.	PUNCT
impactinged-518	30	1	further	far	ADV
impactinged-518	30	2	,	,	PUNCT
impactinged-518	30	3	the	the	DET
impactinged-518	30	4	introduction	introduction	NOUN
impactinged-518	30	5	of	of	ADP
impactinged-518	30	6	statistical	statistical	ADJ
impactinged-518	30	7	formulas	formula	NOUN
impactinged-518	30	8	and	and	CCONJ
impactinged-518	30	9	code	code	NOUN
impactinged-518	30	10	-	-	PUNCT
impactinged-518	30	11	based	base	VERB
impactinged-518	30	12	statistical	statistical	ADJ
impactinged-518	30	13	software	software	NOUN
impactinged-518	30	14	such	such	ADJ
impactinged-518	30	15	as	as	ADP
impactinged-518	30	16	stata	stata	NOUN
impactinged-518	30	17	,	,	PUNCT
impactinged-518	30	18	in	in	ADP
impactinged-518	30	19	which	which	PRON
impactinged-518	30	20	students	student	NOUN
impactinged-518	30	21	must	must	AUX
impactinged-518	30	22	be	be	AUX
impactinged-518	30	23	able	able	ADJ
impactinged-518	30	24	to	to	PART
impactinged-518	30	25	write	write	VERB
impactinged-518	30	26	simple	simple	ADJ
impactinged-518	30	27	lines	line	NOUN
impactinged-518	30	28	of	of	ADP
impactinged-518	30	29	code	code	NOUN
impactinged-518	30	30	,	,	PUNCT
impactinged-518	30	31	may	may	AUX
impactinged-518	30	32	have	have	AUX
impactinged-518	30	33	created	create	VERB
impactinged-518	30	34	additional	additional	ADJ
impactinged-518	30	35	distance	distance	NOUN
impactinged-518	30	36	between	between	ADP
impactinged-518	30	37	the	the	DET
impactinged-518	30	38	application	application	NOUN
impactinged-518	30	39	of	of	ADP
impactinged-518	30	40	coursework	coursework	NOUN
impactinged-518	30	41	to	to	PART
impactinged-518	30	42	practice	practice	VERB
impactinged-518	30	43	,	,	PUNCT
impactinged-518	30	44	engendering	engender	VERB
impactinged-518	30	45	anxiety	anxiety	NOUN
impactinged-518	30	46	and	and	CCONJ
impactinged-518	30	47	frustration	frustration	NOUN
impactinged-518	30	48	.	.	PUNCT
impactinged-518	31	1	therefore	therefore	ADV
impactinged-518	31	2	,	,	PUNCT
impactinged-518	31	3	there	there	PRON
impactinged-518	31	4	must	must	AUX
impactinged-518	31	5	be	be	AUX
impactinged-518	31	6	an	an	DET
impactinged-518	31	7	alignment	alignment	NOUN
impactinged-518	31	8	of	of	ADP
impactinged-518	31	9	the	the	DET
impactinged-518	31	10	learning	learning	NOUN
impactinged-518	31	11	in	in	ADP
impactinged-518	31	12	the	the	DET
impactinged-518	31	13	practice	practice	NOUN
impactinged-518	31	14	-	-	PUNCT
impactinged-518	31	15	based	base	VERB
impactinged-518	31	16	doctorate	doctorate	NOUN
impactinged-518	31	17	,	,	PUNCT
impactinged-518	31	18	which	which	PRON
impactinged-518	31	19	builds	build	VERB
impactinged-518	31	20	on	on	ADP
impactinged-518	31	21	and	and	CCONJ
impactinged-518	31	22	extends	extend	VERB
impactinged-518	31	23	their	their	PRON
impactinged-518	31	24	professional	professional	ADJ
impactinged-518	31	25	expertise	expertise	NOUN
impactinged-518	31	26	and	and	CCONJ
impactinged-518	31	27	facilitates	facilitate	VERB
impactinged-518	31	28	students	student	NOUN
impactinged-518	31	29	’	'	PUNCT
impactinged-518	31	30	abilities	ability	NOUN
impactinged-518	31	31	to	to	PART
impactinged-518	31	32	better	well	ADV
impactinged-518	31	33	engage	engage	VERB
impactinged-518	31	34	in	in	ADP
impactinged-518	31	35	their	their	PRON
impactinged-518	31	36	scholarly	scholarly	ADJ
impactinged-518	31	37	work	work	NOUN
impactinged-518	31	38	and	and	CCONJ
impactinged-518	31	39	examine	examine	VERB
impactinged-518	31	40	their	their	PRON
impactinged-518	31	41	problems	problem	NOUN
impactinged-518	31	42	of	of	ADP
impactinged-518	31	43	practice	practice	NOUN
impactinged-518	31	44	.	.	PUNCT
impactinged-518	32	1	by	by	ADP
impactinged-518	32	2	facilitating	facilitate	VERB
impactinged-518	32	3	the	the	DET
impactinged-518	32	4	alignment	alignment	NOUN
impactinged-518	32	5	between	between	ADP
impactinged-518	32	6	research	research	NOUN
impactinged-518	32	7	methods	method	NOUN
impactinged-518	32	8	and	and	CCONJ
impactinged-518	32	9	data	datum	NOUN
impactinged-518	32	10	analysis	analysis	NOUN
impactinged-518	32	11	training	training	NOUN
impactinged-518	32	12	,	,	PUNCT
impactinged-518	32	13	this	this	DET
impactinged-518	32	14	discussion	discussion	NOUN
impactinged-518	32	15	explores	explore	VERB
impactinged-518	32	16	how	how	SCONJ
impactinged-518	32	17	students	student	NOUN
impactinged-518	32	18	can	can	AUX
impactinged-518	32	19	leverage	leverage	VERB
impactinged-518	32	20	generative	generative	ADJ
impactinged-518	32	21	ai	ai	VERB
impactinged-518	32	22	tools	tool	NOUN
impactinged-518	32	23	to	to	PART
impactinged-518	32	24	enhance	enhance	VERB
impactinged-518	32	25	their	their	PRON
impactinged-518	32	26	confidence	confidence	NOUN
impactinged-518	32	27	and	and	CCONJ
impactinged-518	32	28	skill	skill	NOUN
impactinged-518	32	29	development	development	NOUN
impactinged-518	32	30	in	in	ADP
impactinged-518	32	31	addressing	address	VERB
impactinged-518	32	32	problems	problem	NOUN
impactinged-518	32	33	of	of	ADP
impactinged-518	32	34	practice	practice	NOUN
impactinged-518	32	35	within	within	ADP
impactinged-518	32	36	edd	edd	PROPN
impactinged-518	32	37	programs	program	NOUN
impactinged-518	32	38	.	.	PUNCT
impactinged-518	33	1	generative	generative	ADJ
impactinged-518	33	2	ai	ai	PROPN
impactinged-518	33	3	approaches	approach	NOUN
impactinged-518	33	4	leverage	leverage	NOUN
impactinged-518	33	5	tools	tool	NOUN
impactinged-518	33	6	that	that	PRON
impactinged-518	33	7	employ	employ	VERB
impactinged-518	33	8	learning	learn	VERB
impactinged-518	33	9	algorithms	algorithm	NOUN
impactinged-518	33	10	to	to	PART
impactinged-518	33	11	produce	produce	VERB
impactinged-518	33	12	prompted	prompt	VERB
impactinged-518	33	13	responses	response	NOUN
impactinged-518	33	14	based	base	VERB
impactinged-518	33	15	on	on	ADP
impactinged-518	33	16	underlying	underlie	VERB
impactinged-518	33	17	data	datum	NOUN
impactinged-518	33	18	.	.	PUNCT
impactinged-518	34	1	developers	developer	NOUN
impactinged-518	34	2	have	have	AUX
impactinged-518	34	3	created	create	VERB
impactinged-518	34	4	these	these	DET
impactinged-518	34	5	tools	tool	NOUN
impactinged-518	34	6	to	to	PART
impactinged-518	34	7	generate	generate	VERB
impactinged-518	34	8	text	text	NOUN
impactinged-518	34	9	,	,	PUNCT
impactinged-518	34	10	code	code	NOUN
impactinged-518	34	11	,	,	PUNCT
impactinged-518	34	12	and	and	CCONJ
impactinged-518	34	13	engage	engage	VERB
impactinged-518	34	14	in	in	ADP
impactinged-518	34	15	conversations	conversation	NOUN
impactinged-518	34	16	,	,	PUNCT
impactinged-518	34	17	among	among	ADP
impactinged-518	34	18	other	other	ADJ
impactinged-518	34	19	applications	application	NOUN
impactinged-518	34	20	.	.	PUNCT
impactinged-518	35	1	research	research	NOUN
impactinged-518	35	2	has	have	AUX
impactinged-518	35	3	demonstrated	demonstrate	VERB
impactinged-518	35	4	that	that	SCONJ
impactinged-518	35	5	generative	generative	ADJ
impactinged-518	35	6	ai	ai	NOUN
impactinged-518	35	7	tools	tool	NOUN
impactinged-518	35	8	can	can	AUX
impactinged-518	35	9	support	support	VERB
impactinged-518	35	10	learning	learn	VERB
impactinged-518	35	11	by	by	ADP
impactinged-518	35	12	providing	provide	VERB
impactinged-518	35	13	diverse	diverse	ADJ
impactinged-518	35	14	perspectives	perspective	NOUN
impactinged-518	35	15	,	,	PUNCT
impactinged-518	35	16	relevant	relevant	ADJ
impactinged-518	35	17	examples	example	NOUN
impactinged-518	35	18	,	,	PUNCT
impactinged-518	35	19	constructive	constructive	ADJ
impactinged-518	35	20	feedback	feedback	NOUN
impactinged-518	35	21	on	on	ADP
impactinged-518	35	22	writing	writing	NOUN
impactinged-518	35	23	,	,	PUNCT
impactinged-518	35	24	and	and	CCONJ
impactinged-518	35	25	guidance	guidance	NOUN
impactinged-518	35	26	in	in	ADP
impactinged-518	35	27	coding	code	VERB
impactinged-518	35	28	language	language	NOUN
impactinged-518	35	29	acquisition	acquisition	NOUN
impactinged-518	35	30	(	(	PUNCT
impactinged-518	35	31	bozkurt	bozkurt	PROPN
impactinged-518	35	32	,	,	PUNCT
impactinged-518	35	33	2023	2023	NUM
impactinged-518	35	34	;	;	PUNCT
impactinged-518	35	35	kuznetsov	kuznetsov	PROPN
impactinged-518	35	36	,	,	PUNCT
impactinged-518	35	37	2024	2024	NUM
impactinged-518	35	38	;	;	PUNCT
impactinged-518	35	39	radford	radford	PROPN
impactinged-518	35	40	&	&	CCONJ
impactinged-518	35	41	narasimhan	narasimhan	PROPN
impactinged-518	35	42	,	,	PUNCT
impactinged-518	35	43	2018	2018	NUM
impactinged-518	35	44	)	)	PUNCT
impactinged-518	35	45	.	.	PUNCT
impactinged-518	36	1	these	these	DET
impactinged-518	36	2	tools	tool	NOUN
impactinged-518	36	3	have	have	AUX
impactinged-518	36	4	offered	offer	VERB
impactinged-518	36	5	opportunities	opportunity	NOUN
impactinged-518	36	6	for	for	SCONJ
impactinged-518	36	7	students	student	NOUN
impactinged-518	36	8	to	to	PART
impactinged-518	36	9	learn	learn	VERB
impactinged-518	36	10	new	new	ADJ
impactinged-518	36	11	concepts	concept	NOUN
impactinged-518	36	12	or	or	CCONJ
impactinged-518	36	13	software	software	NOUN
impactinged-518	36	14	language	language	NOUN
impactinged-518	36	15	that	that	PRON
impactinged-518	36	16	facilitates	facilitate	VERB
impactinged-518	36	17	data	datum	NOUN
impactinged-518	36	18	analysis	analysis	NOUN
impactinged-518	36	19	alongside	alongside	ADP
impactinged-518	36	20	a	a	DET
impactinged-518	36	21	consistent	consistent	ADJ
impactinged-518	36	22	,	,	PUNCT
impactinged-518	36	23	real	real	ADJ
impactinged-518	36	24	-	-	PUNCT
impactinged-518	36	25	time	time	NOUN
impactinged-518	36	26	scaffold	scaffold	NOUN
impactinged-518	36	27	of	of	ADP
impactinged-518	36	28	support	support	NOUN
impactinged-518	36	29	where	where	SCONJ
impactinged-518	36	30	students	student	NOUN
impactinged-518	36	31	were	be	AUX
impactinged-518	36	32	accountable	accountable	ADJ
impactinged-518	36	33	for	for	ADP
impactinged-518	36	34	evaluating	evaluate	VERB
impactinged-518	36	35	the	the	DET
impactinged-518	36	36	accuracy	accuracy	NOUN
impactinged-518	36	37	of	of	ADP
impactinged-518	36	38	ai	ai	ADJ
impactinged-518	36	39	-	-	PUNCT
impactinged-518	36	40	generated	generate	VERB
impactinged-518	36	41	responses	response	NOUN
impactinged-518	36	42	.	.	PUNCT
impactinged-518	37	1	in	in	ADP
impactinged-518	37	2	this	this	DET
impactinged-518	37	3	article	article	NOUN
impactinged-518	37	4	,	,	PUNCT
impactinged-518	37	5	we	we	PRON
impactinged-518	37	6	have	have	AUX
impactinged-518	37	7	proposed	propose	VERB
impactinged-518	37	8	a	a	DET
impactinged-518	37	9	framework	framework	NOUN
impactinged-518	37	10	for	for	ADP
impactinged-518	37	11	faculty	faculty	NOUN
impactinged-518	37	12	members	member	NOUN
impactinged-518	37	13	to	to	PART
impactinged-518	37	14	better	well	ADV
impactinged-518	37	15	facilitate	facilitate	VERB
impactinged-518	37	16	generative	generative	NOUN
impactinged-518	37	17	ai	ai	VERB
impactinged-518	37	18	as	as	ADP
impactinged-518	37	19	a	a	DET
impactinged-518	37	20	collaborative	collaborative	ADJ
impactinged-518	37	21	tool	tool	NOUN
impactinged-518	37	22	for	for	ADP
impactinged-518	37	23	doctoral	doctoral	ADJ
impactinged-518	37	24	students	student	NOUN
impactinged-518	37	25	to	to	PART
impactinged-518	37	26	build	build	VERB
impactinged-518	37	27	their	their	PRON
impactinged-518	37	28	research	research	NOUN
impactinged-518	37	29	knowledge	knowledge	NOUN
impactinged-518	37	30	and	and	CCONJ
impactinged-518	37	31	data	datum	NOUN
impactinged-518	37	32	analysis	analysis	NOUN
impactinged-518	37	33	skills	skill	NOUN
impactinged-518	37	34	while	while	SCONJ
impactinged-518	37	35	promoting	promote	VERB
impactinged-518	37	36	self	self	NOUN
impactinged-518	37	37	-	-	PUNCT
impactinged-518	37	38	regulated	regulate	VERB
impactinged-518	37	39	learning	learning	NOUN
impactinged-518	37	40	,	,	PUNCT
impactinged-518	37	41	which	which	PRON
impactinged-518	37	42	is	be	AUX
impactinged-518	37	43	essential	essential	ADJ
impactinged-518	37	44	in	in	ADP
impactinged-518	37	45	doctoral	doctoral	ADJ
impactinged-518	37	46	education	education	NOUN
impactinged-518	37	47	.	.	PUNCT
impactinged-518	38	1	for	for	ADP
impactinged-518	38	2	this	this	DET
impactinged-518	38	3	framework	framework	NOUN
impactinged-518	38	4	,	,	PUNCT
impactinged-518	38	5	the	the	DET
impactinged-518	38	6	goal	goal	NOUN
impactinged-518	38	7	was	be	AUX
impactinged-518	38	8	to	to	PART
impactinged-518	38	9	address	address	VERB
impactinged-518	38	10	the	the	DET
impactinged-518	38	11	barriers	barrier	NOUN
impactinged-518	38	12	of	of	ADP
impactinged-518	38	13	software	software	NOUN
impactinged-518	38	14	language	language	NOUN
impactinged-518	38	15	that	that	PRON
impactinged-518	38	16	challenge	challenge	NOUN
impactinged-518	38	17	students	student	NOUN
impactinged-518	38	18	’	'	PUNCT
impactinged-518	38	19	ability	ability	NOUN
impactinged-518	38	20	to	to	PART
impactinged-518	38	21	effectively	effectively	ADV
impactinged-518	38	22	use	use	VERB
impactinged-518	38	23	statistical	statistical	ADJ
impactinged-518	38	24	software	software	NOUN
impactinged-518	38	25	to	to	PART
impactinged-518	38	26	analyze	analyze	VERB
impactinged-518	38	27	data	datum	NOUN
impactinged-518	38	28	and	and	CCONJ
impactinged-518	38	29	translate	translate	ADJ
impactinged-518	38	30	findings	finding	NOUN
impactinged-518	38	31	that	that	PRON
impactinged-518	38	32	affect	affect	VERB
impactinged-518	38	33	their	their	PRON
impactinged-518	38	34	professional	professional	ADJ
impactinged-518	38	35	contexts	contexts	NOUN
impactinged-518	38	36	.	.	PUNCT
impactinged-518	39	1	review	review	NOUN
impactinged-518	39	2	of	of	ADP
impactinged-518	39	3	the	the	DET
impactinged-518	39	4	literature	literature	NOUN
impactinged-518	39	5	the	the	DET
impactinged-518	39	6	preparation	preparation	NOUN
impactinged-518	39	7	of	of	ADP
impactinged-518	39	8	edd	edd	PROPN
impactinged-518	39	9	students	student	NOUN
impactinged-518	39	10	in	in	ADP
impactinged-518	39	11	research	research	NOUN
impactinged-518	39	12	methods	method	NOUN
impactinged-518	39	13	has	have	AUX
impactinged-518	39	14	been	be	AUX
impactinged-518	39	15	an	an	DET
impactinged-518	39	16	ongoing	ongoing	ADJ
impactinged-518	39	17	discussion	discussion	NOUN
impactinged-518	39	18	,	,	PUNCT
impactinged-518	39	19	especially	especially	ADV
impactinged-518	39	20	within	within	ADP
impactinged-518	39	21	cped	cpe	VERB
impactinged-518	39	22	institutions	institution	NOUN
impactinged-518	39	23	.	.	PUNCT
impactinged-518	40	1	a	a	DET
impactinged-518	40	2	central	central	ADJ
impactinged-518	40	3	challenge	challenge	NOUN
impactinged-518	40	4	in	in	ADP
impactinged-518	40	5	the	the	DET
impactinged-518	40	6	preparation	preparation	NOUN
impactinged-518	40	7	of	of	ADP
impactinged-518	40	8	scholar	scholar	NOUN
impactinged-518	40	9	-	-	PUNCT
impactinged-518	40	10	practitioners	practitioner	NOUN
impactinged-518	40	11	is	be	AUX
impactinged-518	40	12	bridging	bridge	VERB
impactinged-518	40	13	the	the	DET
impactinged-518	40	14	gap	gap	NOUN
impactinged-518	40	15	between	between	ADP
impactinged-518	40	16	theoretical	theoretical	ADJ
impactinged-518	40	17	knowledge	knowledge	NOUN
impactinged-518	40	18	and	and	CCONJ
impactinged-518	40	19	practical	practical	ADJ
impactinged-518	40	20	application	application	NOUN
impactinged-518	40	21	,	,	PUNCT
impactinged-518	40	22	especially	especially	ADV
impactinged-518	40	23	around	around	ADP
impactinged-518	40	24	statistical	statistical	ADJ
impactinged-518	40	25	data	datum	NOUN
impactinged-518	40	26	analysis	analysis	NOUN
impactinged-518	40	27	.	.	PUNCT
impactinged-518	41	1	this	this	DET
impactinged-518	41	2	section	section	NOUN
impactinged-518	41	3	explores	explore	VERB
impactinged-518	41	4	the	the	DET
impactinged-518	41	5	context	context	NOUN
impactinged-518	41	6	of	of	ADP
impactinged-518	41	7	research	research	NOUN
impactinged-518	41	8	methods	method	NOUN
impactinged-518	41	9	preparation	preparation	NOUN
impactinged-518	41	10	within	within	ADP
impactinged-518	41	11	edd	edd	PROPN
impactinged-518	41	12	programs	program	NOUN
impactinged-518	41	13	,	,	PUNCT
impactinged-518	41	14	highlighting	highlight	VERB
impactinged-518	41	15	the	the	DET
impactinged-518	41	16	shift	shift	NOUN
impactinged-518	41	17	from	from	ADP
impactinged-518	41	18	formulaic	formulaic	ADJ
impactinged-518	41	19	instruction	instruction	NOUN
impactinged-518	41	20	to	to	ADP
impactinged-518	41	21	a	a	DET
impactinged-518	41	22	more	more	ADV
impactinged-518	41	23	practiceoriented	practiceoriente	VERB
impactinged-518	41	24	model	model	NOUN
impactinged-518	41	25	.	.	PUNCT
impactinged-518	42	1	we	we	PRON
impactinged-518	42	2	then	then	ADV
impactinged-518	42	3	look	look	VERB
impactinged-518	42	4	to	to	ADP
impactinged-518	42	5	the	the	DET
impactinged-518	42	6	role	role	NOUN
impactinged-518	42	7	of	of	ADP
impactinged-518	42	8	generative	generative	ADJ
impactinged-518	42	9	ai	ai	NOUN
impactinged-518	42	10	tools	tool	NOUN
impactinged-518	42	11	as	as	ADP
impactinged-518	42	12	a	a	DET
impactinged-518	42	13	potential	potential	ADJ
impactinged-518	42	14	scaffold	scaffold	NOUN
impactinged-518	42	15	for	for	ADP
impactinged-518	42	16	learners	learner	NOUN
impactinged-518	42	17	and	and	CCONJ
impactinged-518	42	18	move	move	VERB
impactinged-518	42	19	to	to	PART
impactinged-518	42	20	situate	situate	VERB
impactinged-518	42	21	this	this	DET
impactinged-518	42	22	understanding	understanding	NOUN
impactinged-518	42	23	in	in	ADP
impactinged-518	42	24	the	the	DET
impactinged-518	42	25	theoretical	theoretical	ADJ
impactinged-518	42	26	grounding	grounding	NOUN
impactinged-518	42	27	of	of	ADP
impactinged-518	42	28	constructivism	constructivism	NOUN
impactinged-518	42	29	.	.	PUNCT
impactinged-518	43	1	research	research	NOUN
impactinged-518	43	2	preparation	preparation	NOUN
impactinged-518	43	3	and	and	CCONJ
impactinged-518	43	4	the	the	DET
impactinged-518	43	5	doctor	doctor	NOUN
impactinged-518	43	6	of	of	ADP
impactinged-518	43	7	education	education	NOUN
impactinged-518	43	8	a	a	DET
impactinged-518	43	9	decades	decade	NOUN
impactinged-518	43	10	-	-	PUNCT
impactinged-518	43	11	long	long	ADJ
impactinged-518	43	12	debate	debate	NOUN
impactinged-518	43	13	about	about	ADP
impactinged-518	43	14	research	research	NOUN
impactinged-518	43	15	methods	method	NOUN
impactinged-518	43	16	for	for	ADP
impactinged-518	43	17	preparing	prepare	VERB
impactinged-518	43	18	edd	edd	PROPN
impactinged-518	43	19	students	student	NOUN
impactinged-518	43	20	has	have	AUX
impactinged-518	43	21	led	lead	VERB
impactinged-518	43	22	to	to	ADP
impactinged-518	43	23	numerous	numerous	ADJ
impactinged-518	43	24	discussions	discussion	NOUN
impactinged-518	43	25	and	and	CCONJ
impactinged-518	43	26	program	program	NOUN
impactinged-518	43	27	improvements	improvement	NOUN
impactinged-518	43	28	(	(	PUNCT
impactinged-518	43	29	page	page	NOUN
impactinged-518	43	30	,	,	PUNCT
impactinged-518	43	31	2001	2001	NUM
impactinged-518	43	32	)	)	PUNCT
impactinged-518	43	33	.	.	PUNCT
impactinged-518	44	1	barnett	barnett	PROPN
impactinged-518	44	2	and	and	CCONJ
impactinged-518	44	3	muth	muth	PROPN
impactinged-518	44	4	(	(	PUNCT
impactinged-518	44	5	2008	2008	NUM
impactinged-518	44	6	)	)	PUNCT
impactinged-518	44	7	noted	note	VERB
impactinged-518	44	8	that	that	SCONJ
impactinged-518	44	9	research	research	NOUN
impactinged-518	44	10	preparation	preparation	NOUN
impactinged-518	44	11	of	of	ADP
impactinged-518	44	12	doctoral	doctoral	ADJ
impactinged-518	44	13	students	student	NOUN
impactinged-518	44	14	was	be	AUX
impactinged-518	44	15	intertwined	intertwine	VERB
impactinged-518	44	16	with	with	ADP
impactinged-518	44	17	student	student	NOUN
impactinged-518	44	18	retention	retention	NOUN
impactinged-518	44	19	,	,	PUNCT
impactinged-518	44	20	as	as	SCONJ
impactinged-518	44	21	national	national	ADJ
impactinged-518	44	22	trends	trend	NOUN
impactinged-518	44	23	indicated	indicate	VERB
impactinged-518	44	24	that	that	SCONJ
impactinged-518	44	25	nearly	nearly	ADV
impactinged-518	44	26	half	half	NOUN
impactinged-518	44	27	of	of	ADP
impactinged-518	44	28	doctoral	doctoral	ADJ
impactinged-518	44	29	students	student	NOUN
impactinged-518	44	30	did	do	AUX
impactinged-518	44	31	not	not	PART
impactinged-518	44	32	complete	complete	VERB
impactinged-518	44	33	their	their	PRON
impactinged-518	44	34	dissertations	dissertation	NOUN
impactinged-518	44	35	.	.	PUNCT
impactinged-518	45	1	bates	bate	NOUN
impactinged-518	45	2	and	and	CCONJ
impactinged-518	45	3	goff	goff	PROPN
impactinged-518	45	4	(	(	PUNCT
impactinged-518	45	5	2012	2012	NUM
impactinged-518	45	6	)	)	PUNCT
impactinged-518	45	7	claimed	claim	VERB
impactinged-518	45	8	that	that	SCONJ
impactinged-518	45	9	students	student	NOUN
impactinged-518	45	10	entering	enter	VERB
impactinged-518	45	11	doctoral	doctoral	ADJ
impactinged-518	45	12	programs	program	NOUN
impactinged-518	45	13	without	without	ADP
impactinged-518	45	14	adequate	adequate	ADJ
impactinged-518	45	15	research	research	NOUN
impactinged-518	45	16	skills	skill	NOUN
impactinged-518	45	17	faced	face	VERB
impactinged-518	45	18	challenges	challenge	NOUN
impactinged-518	45	19	in	in	ADP
impactinged-518	45	20	completing	complete	VERB
impactinged-518	45	21	their	their	PRON
impactinged-518	45	22	degrees	degree	NOUN
impactinged-518	45	23	.	.	PUNCT
impactinged-518	46	1	this	this	PRON
impactinged-518	46	2	is	be	AUX
impactinged-518	46	3	often	often	ADV
impactinged-518	46	4	the	the	DET
impactinged-518	46	5	case	case	NOUN
impactinged-518	46	6	because	because	SCONJ
impactinged-518	46	7	doctoral	doctoral	ADJ
impactinged-518	46	8	students	student	NOUN
impactinged-518	46	9	required	require	VERB
impactinged-518	46	10	a	a	DET
impactinged-518	46	11	clear	clear	ADJ
impactinged-518	46	12	understanding	understanding	NOUN
impactinged-518	46	13	of	of	ADP
impactinged-518	46	14	how	how	SCONJ
impactinged-518	46	15	to	to	PART
impactinged-518	46	16	apply	apply	VERB
impactinged-518	46	17	research	research	NOUN
impactinged-518	46	18	knowledge	knowledge	NOUN
impactinged-518	46	19	to	to	ADP
impactinged-518	46	20	their	their	PRON
impactinged-518	46	21	dissertations	dissertation	NOUN
impactinged-518	46	22	.	.	PUNCT
impactinged-518	47	1	labaree	labaree	NOUN
impactinged-518	47	2	(	(	PUNCT
impactinged-518	47	3	2003	2003	NUM
impactinged-518	47	4	)	)	PUNCT
impactinged-518	47	5	suggested	suggest	VERB
impactinged-518	47	6	incorporating	incorporate	VERB
impactinged-518	47	7	students	student	NOUN
impactinged-518	47	8	’	'	PUNCT
impactinged-518	47	9	professional	professional	ADJ
impactinged-518	47	10	expertise	expertise	NOUN
impactinged-518	47	11	into	into	ADP
impactinged-518	47	12	doctoral	doctoral	ADJ
impactinged-518	47	13	programs	program	NOUN
impactinged-518	47	14	as	as	ADP
impactinged-518	47	15	without	without	ADP
impactinged-518	47	16	connections	connection	NOUN
impactinged-518	47	17	to	to	ADP
impactinged-518	47	18	practical	practical	ADJ
impactinged-518	47	19	application	application	NOUN
impactinged-518	47	20	,	,	PUNCT
impactinged-518	47	21	research	research	NOUN
impactinged-518	47	22	skills	skill	NOUN
impactinged-518	47	23	alone	alone	ADV
impactinged-518	47	24	were	be	AUX
impactinged-518	47	25	insufficient	insufficient	ADJ
impactinged-518	47	26	to	to	PART
impactinged-518	47	27	prepare	prepare	VERB
impactinged-518	47	28	practitioner	practitioner	NOUN
impactinged-518	47	29	-	-	PUNCT
impactinged-518	47	30	scholars	scholar	NOUN
impactinged-518	47	31	.	.	PUNCT
impactinged-518	48	1	haller	haller	PROPN
impactinged-518	48	2	(	(	PUNCT
impactinged-518	48	3	1979	1979	NUM
impactinged-518	48	4	)	)	PUNCT
impactinged-518	48	5	has	have	AUX
impactinged-518	48	6	historically	historically	ADV
impactinged-518	48	7	emphasized	emphasize	VERB
impactinged-518	48	8	that	that	SCONJ
impactinged-518	48	9	research	research	NOUN
impactinged-518	48	10	should	should	AUX
impactinged-518	48	11	not	not	PART
impactinged-518	48	12	be	be	AUX
impactinged-518	48	13	merely	merely	ADV
impactinged-518	48	14	a	a	DET
impactinged-518	48	15	means	mean	NOUN
impactinged-518	48	16	to	to	ADP
impactinged-518	48	17	an	an	DET
impactinged-518	48	18	end	end	NOUN
impactinged-518	48	19	.	.	PUNCT
impactinged-518	49	1	education	education	NOUN
impactinged-518	49	2	professionals	professional	NOUN
impactinged-518	49	3	increasingly	increasingly	ADV
impactinged-518	49	4	needed	need	VERB
impactinged-518	49	5	to	to	PART
impactinged-518	49	6	analyze	analyze	VERB
impactinged-518	49	7	and	and	CCONJ
impactinged-518	49	8	interpret	interpret	VERB
impactinged-518	49	9	data	datum	NOUN
impactinged-518	49	10	but	but	CCONJ
impactinged-518	49	11	lacked	lack	VERB
impactinged-518	49	12	adequate	adequate	ADJ
impactinged-518	49	13	training	training	NOUN
impactinged-518	49	14	(	(	PUNCT
impactinged-518	49	15	jimerson	jimerson	NOUN
impactinged-518	49	16	&	&	CCONJ
impactinged-518	49	17	wayman	wayman	PROPN
impactinged-518	49	18	,	,	PUNCT
impactinged-518	49	19	2015	2015	NUM
impactinged-518	49	20	)	)	PUNCT
impactinged-518	49	21	.	.	PUNCT
impactinged-518	50	1	the	the	DET
impactinged-518	50	2	traditional	traditional	ADJ
impactinged-518	50	3	focus	focus	NOUN
impactinged-518	50	4	on	on	ADP
impactinged-518	50	5	formula	formula	NOUN
impactinged-518	50	6	centered	center	VERB
impactinged-518	50	7	statistical	statistical	ADJ
impactinged-518	50	8	instruction	instruction	NOUN
impactinged-518	50	9	and	and	CCONJ
impactinged-518	50	10	reliance	reliance	NOUN
impactinged-518	50	11	on	on	ADP
impactinged-518	50	12	code	code	NOUN
impactinged-518	50	13	-	-	PUNCT
impactinged-518	50	14	based	base	VERB
impactinged-518	50	15	statistical	statistical	ADJ
impactinged-518	50	16	software	software	NOUN
impactinged-518	50	17	packages	package	NOUN
impactinged-518	50	18	for	for	ADP
impactinged-518	50	19	quantitative	quantitative	ADJ
impactinged-518	50	20	data	datum	NOUN
impactinged-518	50	21	analysis	analysis	NOUN
impactinged-518	50	22	has	have	AUX
impactinged-518	50	23	hindered	hinder	VERB
impactinged-518	50	24	the	the	DET
impactinged-518	50	25	development	development	NOUN
impactinged-518	50	26	of	of	ADP
impactinged-518	50	27	practitioner	practitioner	NOUN
impactinged-518	50	28	-	-	PUNCT
impactinged-518	50	29	scholars	scholar	NOUN
impactinged-518	50	30	by	by	ADP
impactinged-518	50	31	disconnecting	disconnect	VERB
impactinged-518	50	32	coursework	coursework	NOUN
impactinged-518	50	33	from	from	ADP
impactinged-518	50	34	real	real	ADJ
impactinged-518	50	35	-	-	PUNCT
impactinged-518	50	36	world	world	NOUN
impactinged-518	50	37	applications	application	NOUN
impactinged-518	50	38	,	,	PUNCT
impactinged-518	50	39	often	often	ADV
impactinged-518	50	40	leading	lead	VERB
impactinged-518	50	41	to	to	ADP
impactinged-518	50	42	statistics	statistic	NOUN
impactinged-518	50	43	anxiety	anxiety	NOUN
impactinged-518	50	44	.	.	PUNCT
impactinged-518	51	1	more	more	ADV
impactinged-518	51	2	recently	recently	ADV
impactinged-518	51	3	,	,	PUNCT
impactinged-518	51	4	faculty	faculty	NOUN
impactinged-518	51	5	members	member	NOUN
impactinged-518	51	6	leading	lead	VERB
impactinged-518	51	7	edd	edd	PROPN
impactinged-518	51	8	programs	program	NOUN
impactinged-518	51	9	have	have	AUX
impactinged-518	51	10	focused	focus	VERB
impactinged-518	51	11	on	on	ADP
impactinged-518	51	12	making	make	VERB
impactinged-518	51	13	research	research	NOUN
impactinged-518	51	14	and	and	CCONJ
impactinged-518	51	15	methods	method	NOUN
impactinged-518	51	16	courses	course	NOUN
impactinged-518	51	17	more	more	ADV
impactinged-518	51	18	relevant	relevant	ADJ
impactinged-518	51	19	to	to	ADP
impactinged-518	51	20	edd	edd	PROPN
impactinged-518	51	21	research	research	PROPN
impactinged-518	51	22	(	(	PUNCT
impactinged-518	51	23	acton	acton	PROPN
impactinged-518	51	24	,	,	PUNCT
impactinged-518	51	25	2023	2023	NUM
impactinged-518	51	26	;	;	PUNCT
impactinged-518	51	27	pautler	pautler	NOUN
impactinged-518	51	28	,	,	PUNCT
impactinged-518	51	29	2023	2023	NUM
impactinged-518	51	30	)	)	PUNCT
impactinged-518	51	31	.	.	PUNCT
impactinged-518	52	1	by	by	ADP
impactinged-518	52	2	increasing	increase	VERB
impactinged-518	52	3	course	course	NOUN
impactinged-518	52	4	relevance	relevance	NOUN
impactinged-518	52	5	to	to	ADP
impactinged-518	52	6	students	student	NOUN
impactinged-518	52	7	’	'	PUNCT
impactinged-518	52	8	research	research	NOUN
impactinged-518	52	9	and	and	CCONJ
impactinged-518	52	10	professional	professional	ADJ
impactinged-518	52	11	context	context	NOUN
impactinged-518	52	12	,	,	PUNCT
impactinged-518	52	13	edd	edd	PROPN
impactinged-518	52	14	faculty	faculty	NOUN
impactinged-518	52	15	have	have	AUX
impactinged-518	52	16	supported	support	VERB
impactinged-518	52	17	the	the	DET
impactinged-518	52	18	development	development	NOUN
impactinged-518	52	19	of	of	ADP
impactinged-518	52	20	practitioner	practitioner	NOUN
impactinged-518	52	21	-	-	PUNCT
impactinged-518	52	22	scholars	scholar	NOUN
impactinged-518	52	23	.	.	PUNCT
impactinged-518	53	1	they	they	PRON
impactinged-518	53	2	have	have	AUX
impactinged-518	53	3	provided	provide	VERB
impactinged-518	53	4	opportunities	opportunity	NOUN
impactinged-518	53	5	for	for	SCONJ
impactinged-518	53	6	students	student	NOUN
impactinged-518	53	7	to	to	PART
impactinged-518	53	8	connect	connect	VERB
impactinged-518	53	9	issues	issue	NOUN
impactinged-518	53	10	in	in	ADP
impactinged-518	53	11	their	their	PRON
impactinged-518	53	12	professional	professional	ADJ
impactinged-518	53	13	context	context	NOUN
impactinged-518	53	14	programs	program	NOUN
impactinged-518	53	15	with	with	ADP
impactinged-518	53	16	academic	academic	ADJ
impactinged-518	53	17	program	program	NOUN
impactinged-518	53	18	requirements	requirement	NOUN
impactinged-518	53	19	.	.	PUNCT
impactinged-518	54	1	this	this	DET
impactinged-518	54	2	more	more	ADV
impactinged-518	54	3	recent	recent	ADJ
impactinged-518	54	4	approach	approach	NOUN
impactinged-518	54	5	contrasts	contrast	VERB
impactinged-518	54	6	sharply	sharply	ADV
impactinged-518	54	7	with	with	ADP
impactinged-518	54	8	traditional	traditional	ADJ
impactinged-518	54	9	approaches	approach	NOUN
impactinged-518	54	10	that	that	PRON
impactinged-518	54	11	emphasized	emphasize	VERB
impactinged-518	54	12	learning	learn	VERB
impactinged-518	54	13	through	through	ADP
impactinged-518	54	14	statistical	statistical	ADJ
impactinged-518	54	15	formulas	formula	NOUN
impactinged-518	54	16	and	and	CCONJ
impactinged-518	54	17	practice	practice	NOUN
impactinged-518	54	18	problems	problem	NOUN
impactinged-518	54	19	from	from	ADP
impactinged-518	54	20	textbooks	textbook	NOUN
impactinged-518	54	21	.	.	PUNCT
impactinged-518	55	1	such	such	ADJ
impactinged-518	55	2	approaches	approach	NOUN
impactinged-518	55	3	hindered	hinder	VERB
impactinged-518	55	4	the	the	DET
impactinged-518	55	5	development	development	NOUN
impactinged-518	55	6	of	of	ADP
impactinged-518	55	7	practitioner	practitioner	NOUN
impactinged-518	55	8	-	-	PUNCT
impactinged-518	55	9	scholars	scholar	NOUN
impactinged-518	55	10	by	by	ADP
impactinged-518	55	11	distancing	distance	VERB
impactinged-518	55	12	coursework	coursework	NOUN
impactinged-518	55	13	from	from	ADP
impactinged-518	55	14	relevant	relevant	ADJ
impactinged-518	55	15	application	application	NOUN
impactinged-518	55	16	and	and	CCONJ
impactinged-518	55	17	increasing	increase	VERB
impactinged-518	55	18	statistics	statistic	NOUN
impactinged-518	55	19	anxiety	anxiety	NOUN
impactinged-518	55	20	.	.	PUNCT
impactinged-518	56	1	statistics	statistic	NOUN
impactinged-518	56	2	anxiety	anxiety	NOUN
impactinged-518	56	3	many	many	ADJ
impactinged-518	56	4	instructors	instructor	NOUN
impactinged-518	56	5	teaching	teach	VERB
impactinged-518	56	6	research	research	NOUN
impactinged-518	56	7	methods	method	NOUN
impactinged-518	56	8	or	or	CCONJ
impactinged-518	56	9	statistics	statistic	NOUN
impactinged-518	56	10	courses	course	NOUN
impactinged-518	56	11	have	have	AUX
impactinged-518	56	12	observed	observe	VERB
impactinged-518	56	13	student	student	NOUN
impactinged-518	56	14	anxiety	anxiety	NOUN
impactinged-518	56	15	.	.	PUNCT
impactinged-518	57	1	research	research	NOUN
impactinged-518	57	2	on	on	ADP
impactinged-518	57	3	statistics	statistic	NOUN
impactinged-518	57	4	anxiety	anxiety	NOUN
impactinged-518	57	5	,	,	PUNCT
impactinged-518	57	6	especially	especially	ADV
impactinged-518	57	7	related	relate	VERB
impactinged-518	57	8	to	to	ADP
impactinged-518	57	9	the	the	DET
impactinged-518	57	10	use	use	NOUN
impactinged-518	57	11	of	of	ADP
impactinged-518	57	12	statistical	statistical	ADJ
impactinged-518	57	13	software	software	NOUN
impactinged-518	57	14	,	,	PUNCT
impactinged-518	57	15	indicated	indicate	VERB
impactinged-518	57	16	a	a	DET
impactinged-518	57	17	negative	negative	ADJ
impactinged-518	57	18	impact	impact	NOUN
impactinged-518	57	19	on	on	ADP
impactinged-518	57	20	learning	learning	NOUN
impactinged-518	57	21	and	and	CCONJ
impactinged-518	57	22	academic	academic	ADJ
impactinged-518	57	23	outcomes	outcome	NOUN
impactinged-518	57	24	(	(	PUNCT
impactinged-518	57	25	alnofaie	alnofaie	PROPN
impactinged-518	57	26	,	,	PUNCT
impactinged-518	57	27	2018	2018	NUM
impactinged-518	57	28	;	;	PUNCT
impactinged-518	57	29	onwuegbuzie	onwuegbuzie	PROPN
impactinged-518	57	30	&	&	CCONJ
impactinged-518	57	31	wilson	wilson	PROPN
impactinged-518	57	32	,	,	PUNCT
impactinged-518	57	33	2010	2010	NUM
impactinged-518	57	34	)	)	PUNCT
impactinged-518	57	35	.	.	PUNCT
impactinged-518	58	1	online	online	ADJ
impactinged-518	58	2	course	course	NOUN
impactinged-518	58	3	delivery	delivery	NOUN
impactinged-518	58	4	exacerbated	exacerbate	VERB
impactinged-518	58	5	these	these	DET
impactinged-518	58	6	challenges	challenge	NOUN
impactinged-518	58	7	(	(	PUNCT
impactinged-518	58	8	devaney	devaney	PROPN
impactinged-518	58	9	,	,	PUNCT
impactinged-518	58	10	2010	2010	NUM
impactinged-518	58	11	)	)	PUNCT
impactinged-518	58	12	.	.	PUNCT
impactinged-518	59	1	numerous	numerous	ADJ
impactinged-518	59	2	studies	study	NOUN
impactinged-518	59	3	have	have	AUX
impactinged-518	59	4	confirmed	confirm	VERB
impactinged-518	59	5	high	high	ADJ
impactinged-518	59	6	rates	rate	NOUN
impactinged-518	59	7	of	of	ADP
impactinged-518	59	8	statistics	statistic	NOUN
impactinged-518	59	9	anxiety	anxiety	NOUN
impactinged-518	59	10	among	among	ADP
impactinged-518	59	11	students	student	NOUN
impactinged-518	59	12	in	in	ADP
impactinged-518	59	13	various	various	ADJ
impactinged-518	59	14	disciplines	discipline	NOUN
impactinged-518	59	15	(	(	PUNCT
impactinged-518	59	16	chew	chew	PROPN
impactinged-518	59	17	&	&	CCONJ
impactinged-518	59	18	dillon	dillon	PROPN
impactinged-518	59	19	,	,	PUNCT
impactinged-518	59	20	2014	2014	NUM
impactinged-518	59	21	;	;	PUNCT
impactinged-518	59	22	onwuegbuzie	onwuegbuzie	PROPN
impactinged-518	59	23	&	&	CCONJ
impactinged-518	59	24	wilson	wilson	PROPN
impactinged-518	59	25	,	,	PUNCT
impactinged-518	59	26	2003	2003	NUM
impactinged-518	59	27	;	;	PUNCT
impactinged-518	60	1	siew	siew	PROPN
impactinged-518	60	2	et	et	PROPN
impactinged-518	60	3	al	al	PROPN
impactinged-518	60	4	.	.	PROPN
impactinged-518	60	5	,	,	PUNCT
impactinged-518	60	6	2019	2019	NUM
impactinged-518	60	7	)	)	PUNCT
impactinged-518	60	8	.	.	PUNCT
impactinged-518	61	1	students	student	NOUN
impactinged-518	61	2	often	often	ADV
impactinged-518	61	3	experienced	experience	VERB
impactinged-518	61	4	discomfort	discomfort	NOUN
impactinged-518	61	5	with	with	ADP
impactinged-518	61	6	required	require	VERB
impactinged-518	61	7	statistics	statistic	NOUN
impactinged-518	61	8	or	or	CCONJ
impactinged-518	61	9	methods	method	NOUN
impactinged-518	61	10	courses	course	NOUN
impactinged-518	61	11	that	that	PRON
impactinged-518	61	12	included	include	VERB
impactinged-518	61	13	statistical	statistical	ADJ
impactinged-518	61	14	analysis	analysis	NOUN
impactinged-518	61	15	due	due	ADP
impactinged-518	61	16	to	to	ADP
impactinged-518	61	17	negative	negative	ADJ
impactinged-518	61	18	past	past	ADJ
impactinged-518	61	19	experiences	experience	NOUN
impactinged-518	61	20	and	and	CCONJ
impactinged-518	61	21	low	low	ADJ
impactinged-518	61	22	levels	level	NOUN
impactinged-518	61	23	of	of	ADP
impactinged-518	61	24	self	self	NOUN
impactinged-518	61	25	-	-	PUNCT
impactinged-518	61	26	confidence	confidence	NOUN
impactinged-518	61	27	(	(	PUNCT
impactinged-518	61	28	macher	macher	INTJ
impactinged-518	61	29	et	et	PROPN
impactinged-518	61	30	al	al	PROPN
impactinged-518	61	31	.	.	PROPN
impactinged-518	61	32	,	,	PUNCT
impactinged-518	61	33	2012	2012	NUM
impactinged-518	61	34	;	;	PUNCT
impactinged-518	61	35	zeidner	zeidner	NOUN
impactinged-518	61	36	,	,	PUNCT
impactinged-518	61	37	1991	1991	NUM
impactinged-518	61	38	)	)	PUNCT
impactinged-518	61	39	.	.	PUNCT
impactinged-518	62	1	research	research	NOUN
impactinged-518	62	2	focused	focus	VERB
impactinged-518	62	3	on	on	ADP
impactinged-518	62	4	apprehension	apprehension	NOUN
impactinged-518	62	5	towards	towards	ADP
impactinged-518	62	6	new	new	ADJ
impactinged-518	62	7	situations	situation	NOUN
impactinged-518	62	8	and	and	CCONJ
impactinged-518	62	9	problem	problem	NOUN
impactinged-518	62	10	-	-	PUNCT
impactinged-518	62	11	solving	solving	NOUN
impactinged-518	62	12	involving	involve	VERB
impactinged-518	62	13	fear	fear	NOUN
impactinged-518	62	14	of	of	ADP
impactinged-518	62	15	statistical	statistical	ADJ
impactinged-518	62	16	languages	language	NOUN
impactinged-518	62	17	,	,	PUNCT
impactinged-518	62	18	computing	compute	VERB
impactinged-518	62	19	anxiety	anxiety	NOUN
impactinged-518	62	20	,	,	PUNCT
impactinged-518	62	21	and	and	CCONJ
impactinged-518	62	22	seeking	seek	VERB
impactinged-518	62	23	help	help	NOUN
impactinged-518	62	24	indicated	indicate	VERB
impactinged-518	62	25	how	how	SCONJ
impactinged-518	62	26	students	student	NOUN
impactinged-518	62	27	manifested	manifest	VERB
impactinged-518	62	28	these	these	DET
impactinged-518	62	29	concerns	concern	NOUN
impactinged-518	62	30	in	in	ADP
impactinged-518	62	31	emotional	emotional	ADJ
impactinged-518	62	32	and	and	CCONJ
impactinged-518	62	33	physical	physical	ADJ
impactinged-518	62	34	ways	way	NOUN
impactinged-518	62	35	(	(	PUNCT
impactinged-518	62	36	cruise	cruise	NOUN
impactinged-518	62	37	et	et	PROPN
impactinged-518	62	38	al	al	PROPN
impactinged-518	62	39	.	.	PROPN
impactinged-518	62	40	,	,	PUNCT
impactinged-518	62	41	1985	1985	NUM
impactinged-518	62	42	;	;	PUNCT
impactinged-518	62	43	onwuegbuzie	onwuegbuzie	PROPN
impactinged-518	62	44	et	et	PROPN
impactinged-518	62	45	al	al	PROPN
impactinged-518	62	46	.	.	PROPN
impactinged-518	62	47	,	,	PUNCT
impactinged-518	62	48	1997	1997	NUM
impactinged-518	62	49	)	)	PUNCT
impactinged-518	62	50	.	.	PUNCT
impactinged-518	63	1	tutkun	tutkun	PROPN
impactinged-518	63	2	’s	’s	PART
impactinged-518	63	3	(	(	PUNCT
impactinged-518	63	4	2019	2019	NUM
impactinged-518	63	5	)	)	PUNCT
impactinged-518	63	6	research	research	NOUN
impactinged-518	63	7	underscored	underscore	VERB
impactinged-518	63	8	computer	computer	NOUN
impactinged-518	63	9	skills	skill	NOUN
impactinged-518	63	10	and	and	CCONJ
impactinged-518	63	11	software	software	NOUN
impactinged-518	63	12	knowledge	knowledge	NOUN
impactinged-518	63	13	as	as	ADP
impactinged-518	63	14	key	key	ADJ
impactinged-518	63	15	framework	framework	NOUN
impactinged-518	63	16	for	for	ADP
impactinged-518	63	17	generative	generative	ADJ
impactinged-518	63	18	ai	ai	VERB
impactinged-518	63	19	in	in	ADP
impactinged-518	63	20	statistics	statistic	NOUN
impactinged-518	63	21	impacting	impact	VERB
impactinged-518	63	22	education	education	NOUN
impactinged-518	63	23	:	:	PUNCT
impactinged-518	63	24	journal	journal	NOUN
impactinged-518	63	25	on	on	ADP
impactinged-518	63	26	transforming	transform	VERB
impactinged-518	63	27	professional	professional	ADJ
impactinged-518	63	28	practice	practice	NOUN
impactinged-518	63	29	impactinged.pitt.edu	impactinged.pitt.edu	PROPN
impactinged-518	63	30	vol	vol	NOUN
impactinged-518	63	31	.	.	PROPN
impactinged-518	64	1	10	10	NUM
impactinged-518	64	2	no	no	NOUN
impactinged-518	64	3	.	.	NOUN
impactinged-518	64	4	1	1	NUM
impactinged-518	64	5	(	(	PUNCT
impactinged-518	64	6	2025	2025	NUM
impactinged-518	64	7	)	)	PUNCT
impactinged-518	64	8	doi	doi	NOUN
impactinged-518	64	9	10.5195	10.5195	NUM
impactinged-518	64	10	/	/	SYM
impactinged-518	64	11	ie.2025.518	ie.2025.518	ADJ
impactinged-518	64	12	59	59	NUM
impactinged-518	64	13	challenges	challenge	NOUN
impactinged-518	64	14	for	for	ADP
impactinged-518	64	15	students	student	NOUN
impactinged-518	64	16	learning	learn	VERB
impactinged-518	64	17	statistics	statistic	NOUN
impactinged-518	64	18	,	,	PUNCT
impactinged-518	64	19	highlighting	highlight	VERB
impactinged-518	64	20	their	their	PRON
impactinged-518	64	21	anxiety	anxiety	NOUN
impactinged-518	64	22	when	when	SCONJ
impactinged-518	64	23	using	use	VERB
impactinged-518	64	24	unfamiliar	unfamiliar	ADJ
impactinged-518	64	25	software	software	NOUN
impactinged-518	64	26	.	.	PUNCT
impactinged-518	65	1	students	student	NOUN
impactinged-518	65	2	expressed	express	VERB
impactinged-518	65	3	concern	concern	NOUN
impactinged-518	65	4	about	about	ADP
impactinged-518	65	5	learning	learn	VERB
impactinged-518	65	6	new	new	ADJ
impactinged-518	65	7	software	software	NOUN
impactinged-518	65	8	,	,	PUNCT
impactinged-518	65	9	and	and	CCONJ
impactinged-518	65	10	as	as	SCONJ
impactinged-518	65	11	alnofaie	alnofaie	PROPN
impactinged-518	65	12	(	(	PUNCT
impactinged-518	65	13	2018	2018	NUM
impactinged-518	65	14	)	)	PUNCT
impactinged-518	65	15	adds	add	VERB
impactinged-518	65	16	,	,	PUNCT
impactinged-518	65	17	there	there	PRON
impactinged-518	65	18	is	be	VERB
impactinged-518	65	19	a	a	DET
impactinged-518	65	20	greater	great	ADJ
impactinged-518	65	21	increase	increase	NOUN
impactinged-518	65	22	in	in	ADP
impactinged-518	65	23	anxiety	anxiety	NOUN
impactinged-518	65	24	when	when	SCONJ
impactinged-518	65	25	statistical	statistical	ADJ
impactinged-518	65	26	software	software	NOUN
impactinged-518	65	27	used	use	VERB
impactinged-518	65	28	a	a	DET
impactinged-518	65	29	codebased	codebase	VERB
impactinged-518	65	30	language	language	NOUN
impactinged-518	65	31	.	.	PUNCT
impactinged-518	66	1	generative	generative	NOUN
impactinged-518	66	2	ai	ai	VERB
impactinged-518	66	3	as	as	ADP
impactinged-518	66	4	a	a	DET
impactinged-518	66	5	scaffold	scaffold	NOUN
impactinged-518	66	6	nolan	nolan	PROPN
impactinged-518	66	7	and	and	CCONJ
impactinged-518	66	8	temple	temple	PROPN
impactinged-518	66	9	lang	lang	PROPN
impactinged-518	66	10	(	(	PUNCT
impactinged-518	66	11	2010	2010	NUM
impactinged-518	66	12	)	)	PUNCT
impactinged-518	66	13	advocated	advocate	VERB
impactinged-518	66	14	for	for	ADP
impactinged-518	66	15	a	a	DET
impactinged-518	66	16	statistics	statistic	NOUN
impactinged-518	66	17	pedagogy	pedagogy	NOUN
impactinged-518	66	18	that	that	PRON
impactinged-518	66	19	harnessed	harness	VERB
impactinged-518	66	20	computational	computational	ADJ
impactinged-518	66	21	technology	technology	NOUN
impactinged-518	66	22	to	to	PART
impactinged-518	66	23	prepare	prepare	VERB
impactinged-518	66	24	learners	learner	NOUN
impactinged-518	66	25	for	for	ADP
impactinged-518	66	26	a	a	DET
impactinged-518	66	27	data	data	NOUN
impactinged-518	66	28	-	-	PUNCT
impactinged-518	66	29	intensive	intensive	ADJ
impactinged-518	66	30	world	world	NOUN
impactinged-518	66	31	.	.	PUNCT
impactinged-518	67	1	generative	generative	ADJ
impactinged-518	67	2	ai	ai	VERB
impactinged-518	67	3	offers	offer	VERB
impactinged-518	67	4	a	a	DET
impactinged-518	67	5	promising	promising	ADJ
impactinged-518	67	6	avenue	avenue	NOUN
impactinged-518	67	7	to	to	PART
impactinged-518	67	8	meet	meet	VERB
impactinged-518	67	9	this	this	DET
impactinged-518	67	10	vision	vision	NOUN
impactinged-518	67	11	while	while	SCONJ
impactinged-518	67	12	also	also	ADV
impactinged-518	67	13	fostering	foster	VERB
impactinged-518	67	14	students	student	NOUN
impactinged-518	67	15	’	'	PUNCT
impactinged-518	67	16	critical	critical	ADJ
impactinged-518	67	17	thinking	thinking	NOUN
impactinged-518	67	18	,	,	PUNCT
impactinged-518	67	19	problem	problem	NOUN
impactinged-518	67	20	-	-	PUNCT
impactinged-518	67	21	solving	solving	NOUN
impactinged-518	67	22	,	,	PUNCT
impactinged-518	67	23	and	and	CCONJ
impactinged-518	67	24	statistical	statistical	ADJ
impactinged-518	67	25	reasoning	reasoning	NOUN
impactinged-518	67	26	.	.	PUNCT
impactinged-518	68	1	by	by	ADP
impactinged-518	68	2	developing	develop	VERB
impactinged-518	68	3	these	these	DET
impactinged-518	68	4	conceptual	conceptual	ADJ
impactinged-518	68	5	skills	skill	NOUN
impactinged-518	68	6	,	,	PUNCT
impactinged-518	68	7	students	student	NOUN
impactinged-518	68	8	,	,	PUNCT
impactinged-518	68	9	particularly	particularly	ADV
impactinged-518	68	10	those	those	PRON
impactinged-518	68	11	with	with	ADP
impactinged-518	68	12	limited	limited	ADJ
impactinged-518	68	13	experience	experience	NOUN
impactinged-518	68	14	with	with	ADP
impactinged-518	68	15	statistics	statistic	NOUN
impactinged-518	68	16	,	,	PUNCT
impactinged-518	68	17	can	can	AUX
impactinged-518	68	18	more	more	ADV
impactinged-518	68	19	effectively	effectively	ADV
impactinged-518	68	20	analyze	analyze	VERB
impactinged-518	68	21	and	and	CCONJ
impactinged-518	68	22	interpret	interpret	VERB
impactinged-518	68	23	educational	educational	ADJ
impactinged-518	68	24	data	datum	NOUN
impactinged-518	68	25	.	.	PUNCT
impactinged-518	69	1	the	the	DET
impactinged-518	69	2	opportunity	opportunity	NOUN
impactinged-518	69	3	presented	present	VERB
impactinged-518	69	4	through	through	ADP
impactinged-518	69	5	the	the	DET
impactinged-518	69	6	use	use	NOUN
impactinged-518	69	7	of	of	ADP
impactinged-518	69	8	ai	ai	ADJ
impactinged-518	69	9	tools	tool	NOUN
impactinged-518	69	10	,	,	PUNCT
impactinged-518	69	11	such	such	ADJ
impactinged-518	69	12	as	as	ADP
impactinged-518	69	13	chatgpt	chatgpt	NOUN
impactinged-518	69	14	and	and	CCONJ
impactinged-518	69	15	claude	claude	PROPN
impactinged-518	69	16	ai	ai	VERB
impactinged-518	69	17	,	,	PUNCT
impactinged-518	69	18	allows	allow	VERB
impactinged-518	69	19	for	for	ADP
impactinged-518	69	20	the	the	DET
impactinged-518	69	21	creation	creation	NOUN
impactinged-518	69	22	of	of	ADP
impactinged-518	69	23	an	an	DET
impactinged-518	69	24	inclusive	inclusive	ADJ
impactinged-518	69	25	,	,	PUNCT
impactinged-518	69	26	level	level	NOUN
impactinged-518	69	27	learning	learn	VERB
impactinged-518	69	28	environment	environment	NOUN
impactinged-518	69	29	that	that	PRON
impactinged-518	69	30	does	do	AUX
impactinged-518	69	31	not	not	PART
impactinged-518	69	32	privilege	privilege	VERB
impactinged-518	69	33	previous	previous	ADJ
impactinged-518	69	34	knowledge	knowledge	NOUN
impactinged-518	69	35	and	and	CCONJ
impactinged-518	69	36	experience	experience	NOUN
impactinged-518	69	37	with	with	ADP
impactinged-518	69	38	statistical	statistical	ADJ
impactinged-518	69	39	software	software	NOUN
impactinged-518	69	40	on	on	ADP
impactinged-518	69	41	students	student	NOUN
impactinged-518	69	42	’	’	PART
impactinged-518	69	43	paths	path	NOUN
impactinged-518	69	44	to	to	PART
impactinged-518	69	45	degree	degree	VERB
impactinged-518	69	46	attainment	attainment	NOUN
impactinged-518	69	47	.	.	PUNCT
impactinged-518	70	1	in	in	ADP
impactinged-518	70	2	an	an	DET
impactinged-518	70	3	exploratory	exploratory	ADJ
impactinged-518	70	4	study	study	NOUN
impactinged-518	70	5	where	where	SCONJ
impactinged-518	70	6	chatgpt	chatgpt	NOUN
impactinged-518	70	7	was	be	AUX
impactinged-518	70	8	evaluated	evaluate	VERB
impactinged-518	70	9	on	on	ADP
impactinged-518	70	10	three	three	NUM
impactinged-518	70	11	tasks	task	NOUN
impactinged-518	70	12	,	,	PUNCT
impactinged-518	70	13	megahed	megahe	VERB
impactinged-518	70	14	et	et	PROPN
impactinged-518	70	15	al	al	PROPN
impactinged-518	70	16	.	.	PROPN
impactinged-518	71	1	(	(	PUNCT
impactinged-518	71	2	2024	2024	NUM
impactinged-518	71	3	)	)	PUNCT
impactinged-518	71	4	found	find	VERB
impactinged-518	71	5	that	that	SCONJ
impactinged-518	71	6	although	although	SCONJ
impactinged-518	71	7	generative	generative	ADJ
impactinged-518	71	8	ai	ai	NOUN
impactinged-518	71	9	could	could	AUX
impactinged-518	71	10	produce	produce	VERB
impactinged-518	71	11	statistical	statistical	ADJ
impactinged-518	71	12	code	code	NOUN
impactinged-518	71	13	and	and	CCONJ
impactinged-518	71	14	perform	perform	VERB
impactinged-518	71	15	other	other	ADJ
impactinged-518	71	16	structured	structured	ADJ
impactinged-518	71	17	tasks	task	NOUN
impactinged-518	71	18	as	as	SCONJ
impactinged-518	71	19	directed	direct	VERB
impactinged-518	71	20	by	by	ADP
impactinged-518	71	21	a	a	DET
impactinged-518	71	22	prompt	prompt	NOUN
impactinged-518	71	23	,	,	PUNCT
impactinged-518	71	24	there	there	PRON
impactinged-518	71	25	was	be	VERB
impactinged-518	71	26	still	still	ADV
impactinged-518	71	27	a	a	DET
impactinged-518	71	28	need	need	NOUN
impactinged-518	71	29	for	for	SCONJ
impactinged-518	71	30	students	student	NOUN
impactinged-518	71	31	to	to	PART
impactinged-518	71	32	use	use	VERB
impactinged-518	71	33	existing	exist	VERB
impactinged-518	71	34	knowledge	knowledge	NOUN
impactinged-518	71	35	to	to	PART
impactinged-518	71	36	review	review	VERB
impactinged-518	71	37	the	the	DET
impactinged-518	71	38	results	result	NOUN
impactinged-518	71	39	for	for	ADP
impactinged-518	71	40	accuracy	accuracy	NOUN
impactinged-518	71	41	.	.	PUNCT
impactinged-518	72	1	this	this	DET
impactinged-518	72	2	finding	finding	NOUN
impactinged-518	72	3	highlighted	highlight	VERB
impactinged-518	72	4	the	the	DET
impactinged-518	72	5	value	value	NOUN
impactinged-518	72	6	in	in	ADP
impactinged-518	72	7	using	use	VERB
impactinged-518	72	8	this	this	DET
impactinged-518	72	9	ai	ai	NOUN
impactinged-518	72	10	tool	tool	NOUN
impactinged-518	72	11	resided	reside	VERB
impactinged-518	72	12	in	in	ADP
impactinged-518	72	13	the	the	DET
impactinged-518	72	14	dialogue	dialogue	NOUN
impactinged-518	72	15	between	between	ADP
impactinged-518	72	16	humans	human	NOUN
impactinged-518	72	17	and	and	CCONJ
impactinged-518	72	18	the	the	DET
impactinged-518	72	19	tool	tool	NOUN
impactinged-518	72	20	,	,	PUNCT
impactinged-518	72	21	rather	rather	ADV
impactinged-518	72	22	than	than	ADP
impactinged-518	72	23	merely	merely	ADV
impactinged-518	72	24	seeking	seek	VERB
impactinged-518	72	25	a	a	DET
impactinged-518	72	26	definitive	definitive	ADJ
impactinged-518	72	27	answer	answer	NOUN
impactinged-518	72	28	from	from	ADP
impactinged-518	72	29	a	a	DET
impactinged-518	72	30	direct	direct	ADJ
impactinged-518	72	31	question	question	NOUN
impactinged-518	72	32	.	.	PUNCT
impactinged-518	73	1	this	this	DET
impactinged-518	73	2	dialogic	dialogic	ADJ
impactinged-518	73	3	approach	approach	NOUN
impactinged-518	73	4	to	to	PART
impactinged-518	73	5	generative	generative	VERB
impactinged-518	73	6	ai	ai	AUX
impactinged-518	73	7	afforded	afford	VERB
impactinged-518	73	8	a	a	DET
impactinged-518	73	9	scaffold	scaffold	NOUN
impactinged-518	73	10	whereby	whereby	SCONJ
impactinged-518	73	11	an	an	DET
impactinged-518	73	12	ai	ai	NOUN
impactinged-518	73	13	tool	tool	NOUN
impactinged-518	73	14	facilitated	facilitate	VERB
impactinged-518	73	15	and	and	CCONJ
impactinged-518	73	16	co	co	VERB
impactinged-518	73	17	-	-	ADJ
impactinged-518	73	18	created	created	ADJ
impactinged-518	73	19	learning	learning	NOUN
impactinged-518	73	20	with	with	ADP
impactinged-518	73	21	the	the	DET
impactinged-518	73	22	student	student	NOUN
impactinged-518	73	23	,	,	PUNCT
impactinged-518	73	24	which	which	PRON
impactinged-518	73	25	offered	offer	VERB
impactinged-518	73	26	students	student	NOUN
impactinged-518	73	27	an	an	DET
impactinged-518	73	28	opportunity	opportunity	NOUN
impactinged-518	73	29	to	to	PART
impactinged-518	73	30	manage	manage	VERB
impactinged-518	73	31	statistics	statistic	NOUN
impactinged-518	73	32	anxiety	anxiety	NOUN
impactinged-518	73	33	(	(	PUNCT
impactinged-518	73	34	wu	wu	PROPN
impactinged-518	73	35	et	et	PROPN
impactinged-518	73	36	al	al	PROPN
impactinged-518	73	37	.	.	PROPN
impactinged-518	73	38	,	,	PUNCT
impactinged-518	73	39	2022	2022	NUM
impactinged-518	73	40	)	)	PUNCT
impactinged-518	73	41	.	.	PUNCT
impactinged-518	74	1	this	this	DET
impactinged-518	74	2	exemplified	exemplify	VERB
impactinged-518	74	3	learning	learning	NOUN
impactinged-518	74	4	though	though	SCONJ
impactinged-518	74	5	the	the	DET
impactinged-518	74	6	constructivist	constructivist	ADJ
impactinged-518	74	7	lens	lens	NOUN
impactinged-518	74	8	where	where	SCONJ
impactinged-518	74	9	the	the	DET
impactinged-518	74	10	ai	ai	PROPN
impactinged-518	74	11	tool	tool	NOUN
impactinged-518	74	12	serves	serve	VERB
impactinged-518	74	13	as	as	ADP
impactinged-518	74	14	an	an	DET
impactinged-518	74	15	interactive	interactive	ADJ
impactinged-518	74	16	collaborator	collaborator	NOUN
impactinged-518	74	17	.	.	PUNCT
impactinged-518	75	1	theoretical	theoretical	ADJ
impactinged-518	75	2	grounding	ground	VERB
impactinged-518	75	3	this	this	DET
impactinged-518	75	4	proposed	propose	VERB
impactinged-518	75	5	framework	framework	NOUN
impactinged-518	75	6	for	for	ADP
impactinged-518	75	7	integrating	integrate	VERB
impactinged-518	75	8	generative	generative	NOUN
impactinged-518	75	9	ai	ai	VERB
impactinged-518	75	10	into	into	ADP
impactinged-518	75	11	statistical	statistical	ADJ
impactinged-518	75	12	training	training	NOUN
impactinged-518	75	13	within	within	ADP
impactinged-518	75	14	the	the	DET
impactinged-518	75	15	professional	professional	ADJ
impactinged-518	75	16	doctorate	doctorate	NOUN
impactinged-518	75	17	was	be	AUX
impactinged-518	75	18	situated	situate	VERB
impactinged-518	75	19	in	in	ADP
impactinged-518	75	20	constructivism	constructivism	NOUN
impactinged-518	75	21	.	.	PUNCT
impactinged-518	76	1	this	this	DET
impactinged-518	76	2	approach	approach	NOUN
impactinged-518	76	3	required	require	VERB
impactinged-518	76	4	learners	learner	NOUN
impactinged-518	76	5	to	to	PART
impactinged-518	76	6	be	be	AUX
impactinged-518	76	7	actively	actively	ADV
impactinged-518	76	8	engaged	engage	VERB
impactinged-518	76	9	in	in	ADP
impactinged-518	76	10	developing	develop	VERB
impactinged-518	76	11	their	their	PRON
impactinged-518	76	12	knowledge	knowledge	NOUN
impactinged-518	76	13	of	of	ADP
impactinged-518	76	14	data	datum	NOUN
impactinged-518	76	15	,	,	PUNCT
impactinged-518	76	16	analysis	analysis	NOUN
impactinged-518	76	17	,	,	PUNCT
impactinged-518	76	18	and	and	CCONJ
impactinged-518	76	19	statistical	statistical	ADJ
impactinged-518	76	20	procedures	procedure	NOUN
impactinged-518	76	21	.	.	PUNCT
impactinged-518	77	1	many	many	ADJ
impactinged-518	77	2	edd	edd	PROPN
impactinged-518	77	3	students	student	NOUN
impactinged-518	77	4	entered	enter	VERB
impactinged-518	77	5	the	the	DET
impactinged-518	77	6	program	program	NOUN
impactinged-518	77	7	with	with	ADP
impactinged-518	77	8	limited	limited	ADJ
impactinged-518	77	9	statistics	statistic	NOUN
impactinged-518	77	10	experience	experience	NOUN
impactinged-518	77	11	.	.	PUNCT
impactinged-518	78	1	thus	thus	ADV
impactinged-518	78	2	,	,	PUNCT
impactinged-518	78	3	it	it	PRON
impactinged-518	78	4	was	be	AUX
impactinged-518	78	5	crucial	crucial	ADJ
impactinged-518	78	6	to	to	PART
impactinged-518	78	7	approach	approach	VERB
impactinged-518	78	8	learning	learn	VERB
impactinged-518	78	9	as	as	ADP
impactinged-518	78	10	novel	novel	NOUN
impactinged-518	78	11	to	to	PART
impactinged-518	78	12	foster	foster	ADJ
impactinged-518	78	13	knowledge	knowledge	NOUN
impactinged-518	78	14	building	building	NOUN
impactinged-518	78	15	.	.	PUNCT
impactinged-518	79	1	this	this	DET
impactinged-518	79	2	approach	approach	NOUN
impactinged-518	79	3	is	be	AUX
impactinged-518	79	4	supported	support	VERB
impactinged-518	79	5	by	by	ADP
impactinged-518	79	6	li	li	PROPN
impactinged-518	79	7	et	et	PROPN
impactinged-518	79	8	al	al	PROPN
impactinged-518	79	9	.	.	PROPN
impactinged-518	80	1	(	(	PUNCT
impactinged-518	80	2	2024	2024	NUM
impactinged-518	80	3	)	)	PUNCT
impactinged-518	80	4	that	that	PRON
impactinged-518	80	5	highlighted	highlight	VERB
impactinged-518	80	6	how	how	SCONJ
impactinged-518	80	7	effective	effective	ADJ
impactinged-518	80	8	scaffolding	scaffolding	NOUN
impactinged-518	80	9	promoting	promote	VERB
impactinged-518	80	10	dialogue	dialogue	NOUN
impactinged-518	80	11	,	,	PUNCT
impactinged-518	80	12	engagement	engagement	NOUN
impactinged-518	80	13	,	,	PUNCT
impactinged-518	80	14	and	and	CCONJ
impactinged-518	80	15	reflection	reflection	NOUN
impactinged-518	80	16	improved	improve	VERB
impactinged-518	80	17	academic	academic	ADJ
impactinged-518	80	18	outcomes	outcome	NOUN
impactinged-518	80	19	.	.	PUNCT
impactinged-518	81	1	further	far	ADV
impactinged-518	81	2	,	,	PUNCT
impactinged-518	81	3	critical	critical	ADJ
impactinged-518	81	4	attention	attention	NOUN
impactinged-518	81	5	was	be	AUX
impactinged-518	81	6	needed	need	VERB
impactinged-518	81	7	to	to	PART
impactinged-518	81	8	identify	identify	VERB
impactinged-518	81	9	adaptable	adaptable	ADJ
impactinged-518	81	10	scaffolds	scaffold	NOUN
impactinged-518	81	11	for	for	ADP
impactinged-518	81	12	online	online	ADJ
impactinged-518	81	13	learning	learning	NOUN
impactinged-518	81	14	(	(	PUNCT
impactinged-518	81	15	azevedo	azevedo	PROPN
impactinged-518	81	16	&	&	CCONJ
impactinged-518	81	17	hadwin	hadwin	PROPN
impactinged-518	81	18	,	,	PUNCT
impactinged-518	81	19	2005	2005	NUM
impactinged-518	81	20	)	)	PUNCT
impactinged-518	81	21	.	.	PUNCT
impactinged-518	82	1	learning	learn	VERB
impactinged-518	82	2	statistics	statistic	NOUN
impactinged-518	82	3	as	as	ADP
impactinged-518	82	4	an	an	DET
impactinged-518	82	5	active	active	ADJ
impactinged-518	82	6	process	process	NOUN
impactinged-518	82	7	involving	involve	VERB
impactinged-518	82	8	conceptual	conceptual	ADJ
impactinged-518	82	9	and	and	CCONJ
impactinged-518	82	10	computational	computational	ADJ
impactinged-518	82	11	elements	element	NOUN
impactinged-518	82	12	required	require	VERB
impactinged-518	82	13	time	time	NOUN
impactinged-518	82	14	for	for	SCONJ
impactinged-518	82	15	students	student	NOUN
impactinged-518	82	16	to	to	PART
impactinged-518	82	17	engage	engage	VERB
impactinged-518	82	18	with	with	ADP
impactinged-518	82	19	both	both	DET
impactinged-518	82	20	aspects	aspect	NOUN
impactinged-518	82	21	.	.	PUNCT
impactinged-518	83	1	vygotsky	vygotsky	PROPN
impactinged-518	83	2	’s	’s	PART
impactinged-518	83	3	(	(	PUNCT
impactinged-518	83	4	1978	1978	NUM
impactinged-518	83	5	)	)	PUNCT
impactinged-518	83	6	work	work	NOUN
impactinged-518	83	7	highlighted	highlight	VERB
impactinged-518	83	8	the	the	DET
impactinged-518	83	9	importance	importance	NOUN
impactinged-518	83	10	of	of	ADP
impactinged-518	83	11	social	social	ADJ
impactinged-518	83	12	interaction	interaction	NOUN
impactinged-518	83	13	among	among	ADP
impactinged-518	83	14	faculty	faculty	NOUN
impactinged-518	83	15	,	,	PUNCT
impactinged-518	83	16	students	student	NOUN
impactinged-518	83	17	,	,	PUNCT
impactinged-518	83	18	and	and	CCONJ
impactinged-518	83	19	technology	technology	NOUN
impactinged-518	83	20	;	;	PUNCT
impactinged-518	83	21	that	that	SCONJ
impactinged-518	83	22	learning	learning	NOUN
impactinged-518	83	23	should	should	AUX
impactinged-518	83	24	be	be	AUX
impactinged-518	83	25	collaborative	collaborative	ADJ
impactinged-518	83	26	to	to	PART
impactinged-518	83	27	extend	extend	VERB
impactinged-518	83	28	one	one	NUM
impactinged-518	83	29	’s	’s	PART
impactinged-518	83	30	knowledge	knowledge	NOUN
impactinged-518	83	31	.	.	PUNCT
impactinged-518	84	1	yet	yet	ADV
impactinged-518	84	2	,	,	PUNCT
impactinged-518	84	3	vygotsky	vygotsky	PROPN
impactinged-518	84	4	(	(	PUNCT
impactinged-518	84	5	1978	1978	NUM
impactinged-518	84	6	)	)	PUNCT
impactinged-518	84	7	noted	note	VERB
impactinged-518	84	8	that	that	SCONJ
impactinged-518	84	9	constructed	construct	VERB
impactinged-518	84	10	knowledge	knowledge	NOUN
impactinged-518	84	11	required	require	VERB
impactinged-518	84	12	an	an	DET
impactinged-518	84	13	internal	internal	ADJ
impactinged-518	84	14	motivation	motivation	NOUN
impactinged-518	84	15	to	to	PART
impactinged-518	84	16	acknowledge	acknowledge	VERB
impactinged-518	84	17	and	and	CCONJ
impactinged-518	84	18	advance	advance	VERB
impactinged-518	84	19	this	this	DET
impactinged-518	84	20	learning	learning	NOUN
impactinged-518	84	21	process	process	NOUN
impactinged-518	84	22	.	.	PUNCT
impactinged-518	85	1	recent	recent	ADJ
impactinged-518	85	2	studies	study	NOUN
impactinged-518	85	3	suggest	suggest	VERB
impactinged-518	85	4	that	that	SCONJ
impactinged-518	85	5	generative	generative	ADJ
impactinged-518	85	6	ai	ai	NOUN
impactinged-518	85	7	can	can	AUX
impactinged-518	85	8	serve	serve	VERB
impactinged-518	85	9	the	the	DET
impactinged-518	85	10	function	function	NOUN
impactinged-518	85	11	as	as	ADP
impactinged-518	85	12	a	a	DET
impactinged-518	85	13	more	more	ADV
impactinged-518	85	14	knowledgeable	knowledgeable	ADJ
impactinged-518	85	15	other	other	ADJ
impactinged-518	85	16	and	and	CCONJ
impactinged-518	85	17	engage	engage	VERB
impactinged-518	85	18	in	in	ADP
impactinged-518	85	19	socially	socially	ADV
impactinged-518	85	20	constructed	construct	VERB
impactinged-518	85	21	knowledge	knowledge	NOUN
impactinged-518	85	22	(	(	PUNCT
impactinged-518	85	23	robertson	robertson	PROPN
impactinged-518	85	24	et	et	PROPN
impactinged-518	85	25	al	al	PROPN
impactinged-518	85	26	.	.	PROPN
impactinged-518	85	27	,	,	PUNCT
impactinged-518	85	28	2024	2024	NUM
impactinged-518	85	29	;	;	PUNCT
impactinged-518	85	30	stojanov	stojanov	NOUN
impactinged-518	85	31	,	,	PUNCT
impactinged-518	85	32	2023	2023	NUM
impactinged-518	85	33	)	)	PUNCT
impactinged-518	85	34	.	.	PUNCT
impactinged-518	86	1	collaborative	collaborative	ADJ
impactinged-518	86	2	learning	learning	NOUN
impactinged-518	86	3	was	be	AUX
impactinged-518	86	4	central	central	ADJ
impactinged-518	86	5	to	to	ADP
impactinged-518	86	6	doctoral	doctoral	ADJ
impactinged-518	86	7	classrooms	classroom	NOUN
impactinged-518	86	8	but	but	CCONJ
impactinged-518	86	9	required	require	VERB
impactinged-518	86	10	self	self	NOUN
impactinged-518	86	11	-	-	PUNCT
impactinged-518	86	12	regulated	regulate	VERB
impactinged-518	86	13	learning	learning	NOUN
impactinged-518	86	14	through	through	ADP
impactinged-518	86	15	independent	independent	ADJ
impactinged-518	86	16	scholarship	scholarship	NOUN
impactinged-518	86	17	and	and	CCONJ
impactinged-518	86	18	research	research	NOUN
impactinged-518	86	19	projects	project	NOUN
impactinged-518	86	20	like	like	ADP
impactinged-518	86	21	the	the	DET
impactinged-518	86	22	dissertation	dissertation	NOUN
impactinged-518	86	23	.	.	PUNCT
impactinged-518	87	1	self	self	NOUN
impactinged-518	87	2	-	-	PUNCT
impactinged-518	87	3	regulated	regulate	VERB
impactinged-518	87	4	learning	learning	NOUN
impactinged-518	87	5	has	have	AUX
impactinged-518	87	6	been	be	AUX
impactinged-518	87	7	critical	critical	ADJ
impactinged-518	87	8	in	in	ADP
impactinged-518	87	9	guiding	guide	VERB
impactinged-518	87	10	learning	learning	NOUN
impactinged-518	87	11	as	as	SCONJ
impactinged-518	87	12	individuals	individual	NOUN
impactinged-518	87	13	acquired	acquire	VERB
impactinged-518	87	14	new	new	ADJ
impactinged-518	87	15	information	information	NOUN
impactinged-518	87	16	.	.	PUNCT
impactinged-518	88	1	these	these	DET
impactinged-518	88	2	learning	learning	NOUN
impactinged-518	88	3	processes	process	NOUN
impactinged-518	88	4	included	include	VERB
impactinged-518	88	5	metacognition	metacognition	NOUN
impactinged-518	88	6	,	,	PUNCT
impactinged-518	88	7	motivation	motivation	NOUN
impactinged-518	88	8	,	,	PUNCT
impactinged-518	88	9	and	and	CCONJ
impactinged-518	88	10	strategic	strategic	ADJ
impactinged-518	88	11	action	action	NOUN
impactinged-518	88	12	(	(	PUNCT
impactinged-518	88	13	winnie	winnie	PROPN
impactinged-518	88	14	&	&	CCONJ
impactinged-518	88	15	perry	perry	PROPN
impactinged-518	88	16	,	,	PUNCT
impactinged-518	88	17	2000	2000	NUM
impactinged-518	88	18	;	;	PUNCT
impactinged-518	88	19	zimmerman	zimmerman	PROPN
impactinged-518	88	20	,	,	PUNCT
impactinged-518	88	21	2008	2008	NUM
impactinged-518	88	22	)	)	PUNCT
impactinged-518	88	23	,	,	PUNCT
impactinged-518	88	24	known	know	VERB
impactinged-518	88	25	as	as	ADP
impactinged-518	88	26	essential	essential	ADJ
impactinged-518	88	27	for	for	ADP
impactinged-518	88	28	authentic	authentic	ADJ
impactinged-518	88	29	data	datum	NOUN
impactinged-518	88	30	analysis	analysis	NOUN
impactinged-518	88	31	.	.	PUNCT
impactinged-518	89	1	metacognitive	metacognitive	ADJ
impactinged-518	89	2	processes	process	NOUN
impactinged-518	89	3	involved	involve	VERB
impactinged-518	89	4	understanding	understand	VERB
impactinged-518	89	5	learning	learn	VERB
impactinged-518	89	6	preferences	preference	NOUN
impactinged-518	89	7	,	,	PUNCT
impactinged-518	89	8	demonstrating	demonstrate	VERB
impactinged-518	89	9	resilience	resilience	NOUN
impactinged-518	89	10	,	,	PUNCT
impactinged-518	89	11	and	and	CCONJ
impactinged-518	89	12	strategically	strategically	ADV
impactinged-518	89	13	tackling	tackle	VERB
impactinged-518	89	14	problems	problem	NOUN
impactinged-518	89	15	.	.	PUNCT
impactinged-518	90	1	students	student	NOUN
impactinged-518	90	2	needed	need	VERB
impactinged-518	90	3	to	to	PART
impactinged-518	90	4	control	control	VERB
impactinged-518	90	5	their	their	PRON
impactinged-518	90	6	learning	learning	NOUN
impactinged-518	90	7	through	through	ADP
impactinged-518	90	8	initial	initial	ADJ
impactinged-518	90	9	motivation	motivation	NOUN
impactinged-518	90	10	,	,	PUNCT
impactinged-518	90	11	goal	goal	NOUN
impactinged-518	90	12	setting	setting	NOUN
impactinged-518	90	13	,	,	PUNCT
impactinged-518	90	14	strategy	strategy	NOUN
impactinged-518	90	15	implementation	implementation	NOUN
impactinged-518	90	16	,	,	PUNCT
impactinged-518	90	17	and	and	CCONJ
impactinged-518	90	18	selfobservation	selfobservation	NOUN
impactinged-518	90	19	(	(	PUNCT
impactinged-518	90	20	pintrich	pintrich	NOUN
impactinged-518	90	21	,	,	PUNCT
impactinged-518	90	22	2000	2000	NUM
impactinged-518	90	23	)	)	PUNCT
impactinged-518	90	24	.	.	PUNCT
impactinged-518	91	1	self	self	NOUN
impactinged-518	91	2	-	-	PUNCT
impactinged-518	91	3	regulated	regulate	VERB
impactinged-518	91	4	learning	learning	NOUN
impactinged-518	91	5	is	be	AUX
impactinged-518	91	6	crucial	crucial	ADJ
impactinged-518	91	7	when	when	SCONJ
impactinged-518	91	8	using	use	VERB
impactinged-518	91	9	generative	generative	ADJ
impactinged-518	91	10	ai	ai	NOUN
impactinged-518	91	11	,	,	PUNCT
impactinged-518	91	12	especially	especially	ADV
impactinged-518	91	13	conversational	conversational	ADJ
impactinged-518	91	14	ai	ai	NOUN
impactinged-518	91	15	tools	tool	NOUN
impactinged-518	91	16	.	.	PUNCT
impactinged-518	92	1	early	early	ADJ
impactinged-518	92	2	research	research	NOUN
impactinged-518	92	3	on	on	ADP
impactinged-518	92	4	interactive	interactive	ADJ
impactinged-518	92	5	scaffolding	scaffolding	NOUN
impactinged-518	92	6	showed	show	VERB
impactinged-518	92	7	promise	promise	NOUN
impactinged-518	92	8	in	in	ADP
impactinged-518	92	9	fostering	foster	VERB
impactinged-518	92	10	selfregulated	selfregulated	ADJ
impactinged-518	92	11	learning	learning	NOUN
impactinged-518	92	12	(	(	PUNCT
impactinged-518	92	13	song	song	NOUN
impactinged-518	92	14	&	&	CCONJ
impactinged-518	92	15	kim	kim	PROPN
impactinged-518	92	16	,	,	PUNCT
impactinged-518	92	17	2021	2021	NUM
impactinged-518	92	18	)	)	PUNCT
impactinged-518	92	19	,	,	PUNCT
impactinged-518	92	20	but	but	CCONJ
impactinged-518	92	21	its	its	PRON
impactinged-518	92	22	impact	impact	NOUN
impactinged-518	92	23	on	on	ADP
impactinged-518	92	24	participation	participation	NOUN
impactinged-518	92	25	and	and	CCONJ
impactinged-518	92	26	achievement	achievement	NOUN
impactinged-518	92	27	was	be	AUX
impactinged-518	92	28	unclear	unclear	ADJ
impactinged-518	92	29	.	.	PUNCT
impactinged-518	93	1	generative	generative	ADJ
impactinged-518	93	2	ai	ai	PROPN
impactinged-518	93	3	,	,	PUNCT
impactinged-518	93	4	particularly	particularly	ADV
impactinged-518	93	5	as	as	ADP
impactinged-518	93	6	a	a	DET
impactinged-518	93	7	dialogic	dialogic	ADJ
impactinged-518	93	8	agent	agent	NOUN
impactinged-518	93	9	,	,	PUNCT
impactinged-518	93	10	can	can	AUX
impactinged-518	93	11	support	support	VERB
impactinged-518	93	12	and	and	CCONJ
impactinged-518	93	13	scaffold	scaffold	NOUN
impactinged-518	93	14	self	self	NOUN
impactinged-518	93	15	-	-	PUNCT
impactinged-518	93	16	regulated	regulate	VERB
impactinged-518	93	17	learning	learning	NOUN
impactinged-518	93	18	(	(	PUNCT
impactinged-518	93	19	broadbent	broadbent	NOUN
impactinged-518	93	20	&	&	CCONJ
impactinged-518	93	21	poon	poon	NOUN
impactinged-518	93	22	,	,	PUNCT
impactinged-518	93	23	2015	2015	NUM
impactinged-518	93	24	)	)	PUNCT
impactinged-518	93	25	and	and	CCONJ
impactinged-518	93	26	be	be	AUX
impactinged-518	93	27	used	use	VERB
impactinged-518	93	28	to	to	PART
impactinged-518	93	29	socially	socially	ADV
impactinged-518	93	30	construct	construct	VERB
impactinged-518	93	31	knowledge	knowledge	NOUN
impactinged-518	93	32	(	(	PUNCT
impactinged-518	93	33	robertson	robertson	PROPN
impactinged-518	93	34	et	et	PROPN
impactinged-518	93	35	al	al	PROPN
impactinged-518	93	36	.	.	PROPN
impactinged-518	93	37	,	,	PUNCT
impactinged-518	93	38	2024	2024	NUM
impactinged-518	93	39	)	)	PUNCT
impactinged-518	93	40	.	.	PUNCT
impactinged-518	94	1	a	a	DET
impactinged-518	94	2	framework	framework	NOUN
impactinged-518	94	3	for	for	ADP
impactinged-518	94	4	faculty	faculty	NOUN
impactinged-518	94	5	facilitation	facilitation	NOUN
impactinged-518	94	6	of	of	ADP
impactinged-518	94	7	generative	generative	NOUN
impactinged-518	94	8	ai	ai	VERB
impactinged-518	94	9	in	in	ADP
impactinged-518	94	10	statistical	statistical	ADJ
impactinged-518	94	11	training	training	NOUN
impactinged-518	94	12	in	in	ADP
impactinged-518	94	13	doctor	doctor	NOUN
impactinged-518	94	14	of	of	ADP
impactinged-518	94	15	education	education	NOUN
impactinged-518	94	16	programs	program	NOUN
impactinged-518	94	17	as	as	ADP
impactinged-518	94	18	generative	generative	ADJ
impactinged-518	94	19	ai	ai	VERB
impactinged-518	94	20	tools	tool	NOUN
impactinged-518	94	21	continue	continue	VERB
impactinged-518	94	22	to	to	PART
impactinged-518	94	23	permeate	permeate	VERB
impactinged-518	94	24	our	our	PRON
impactinged-518	94	25	classrooms	classroom	NOUN
impactinged-518	94	26	,	,	PUNCT
impactinged-518	94	27	educators	educator	NOUN
impactinged-518	94	28	are	be	AUX
impactinged-518	94	29	confronted	confront	VERB
impactinged-518	94	30	with	with	ADP
impactinged-518	94	31	the	the	DET
impactinged-518	94	32	challenge	challenge	NOUN
impactinged-518	94	33	of	of	ADP
impactinged-518	94	34	integrating	integrate	VERB
impactinged-518	94	35	this	this	DET
impactinged-518	94	36	technology	technology	NOUN
impactinged-518	94	37	into	into	ADP
impactinged-518	94	38	their	their	PRON
impactinged-518	94	39	classrooms	classroom	NOUN
impactinged-518	94	40	responsibly	responsibly	ADV
impactinged-518	94	41	and	and	CCONJ
impactinged-518	94	42	effectively	effectively	ADV
impactinged-518	94	43	.	.	PUNCT
impactinged-518	95	1	the	the	DET
impactinged-518	95	2	following	follow	VERB
impactinged-518	95	3	section	section	NOUN
impactinged-518	95	4	examines	examine	VERB
impactinged-518	95	5	how	how	SCONJ
impactinged-518	95	6	faculty	faculty	NOUN
impactinged-518	95	7	can	can	AUX
impactinged-518	95	8	leverage	leverage	VERB
impactinged-518	95	9	ai	ai	VERB
impactinged-518	95	10	tools	tool	NOUN
impactinged-518	95	11	for	for	ADP
impactinged-518	95	12	learning	learning	NOUN
impactinged-518	95	13	and	and	CCONJ
impactinged-518	95	14	the	the	DET
impactinged-518	95	15	development	development	NOUN
impactinged-518	95	16	of	of	ADP
impactinged-518	95	17	critical	critical	ADJ
impactinged-518	95	18	thinking	thinking	NOUN
impactinged-518	95	19	,	,	PUNCT
impactinged-518	95	20	especially	especially	ADV
impactinged-518	95	21	around	around	ADP
impactinged-518	95	22	statistical	statistical	ADJ
impactinged-518	95	23	concepts	concept	NOUN
impactinged-518	95	24	.	.	PUNCT
impactinged-518	96	1	we	we	PRON
impactinged-518	96	2	examine	examine	VERB
impactinged-518	96	3	diverse	diverse	ADJ
impactinged-518	96	4	approaches	approach	NOUN
impactinged-518	96	5	to	to	ADP
impactinged-518	96	6	integrating	integrate	VERB
impactinged-518	96	7	ai	ai	PROPN
impactinged-518	96	8	dialogue	dialogue	NOUN
impactinged-518	96	9	into	into	ADP
impactinged-518	96	10	coursework	coursework	NOUN
impactinged-518	96	11	and	and	CCONJ
impactinged-518	96	12	highlight	highlight	VERB
impactinged-518	96	13	strategies	strategy	NOUN
impactinged-518	96	14	that	that	PRON
impactinged-518	96	15	foster	foster	ADJ
impactinged-518	96	16	student	student	NOUN
impactinged-518	96	17	engagement	engagement	NOUN
impactinged-518	96	18	and	and	CCONJ
impactinged-518	96	19	model	model	VERB
impactinged-518	96	20	appropriate	appropriate	ADJ
impactinged-518	96	21	use	use	NOUN
impactinged-518	96	22	of	of	ADP
impactinged-518	96	23	ai	ai	ADJ
impactinged-518	96	24	tools	tool	NOUN
impactinged-518	96	25	as	as	ADP
impactinged-518	96	26	a	a	DET
impactinged-518	96	27	scaffold	scaffold	NOUN
impactinged-518	96	28	for	for	ADP
impactinged-518	96	29	learning	learn	VERB
impactinged-518	96	30	research	research	NOUN
impactinged-518	96	31	methods	method	NOUN
impactinged-518	96	32	and	and	CCONJ
impactinged-518	96	33	statistics	statistic	NOUN
impactinged-518	96	34	.	.	PUNCT
impactinged-518	97	1	finally	finally	ADV
impactinged-518	97	2	,	,	PUNCT
impactinged-518	97	3	we	we	PRON
impactinged-518	97	4	bring	bring	VERB
impactinged-518	97	5	together	together	ADV
impactinged-518	97	6	our	our	PRON
impactinged-518	97	7	learning	learning	NOUN
impactinged-518	97	8	around	around	ADP
impactinged-518	97	9	the	the	DET
impactinged-518	97	10	use	use	NOUN
impactinged-518	97	11	of	of	ADP
impactinged-518	97	12	generative	generative	NOUN
impactinged-518	97	13	ai	ai	VERB
impactinged-518	97	14	to	to	PART
impactinged-518	97	15	offer	offer	VERB
impactinged-518	97	16	a	a	DET
impactinged-518	97	17	proposed	propose	VERB
impactinged-518	97	18	framework	framework	NOUN
impactinged-518	97	19	on	on	ADP
impactinged-518	97	20	using	use	VERB
impactinged-518	97	21	ai	ai	NOUN
impactinged-518	97	22	tools	tool	NOUN
impactinged-518	97	23	to	to	PART
impactinged-518	97	24	bridge	bridge	VERB
impactinged-518	97	25	the	the	DET
impactinged-518	97	26	learning	learning	NOUN
impactinged-518	97	27	gap	gap	NOUN
impactinged-518	97	28	for	for	ADP
impactinged-518	97	29	edd	edd	PROPN
impactinged-518	97	30	students	student	NOUN
impactinged-518	97	31	new	new	ADJ
impactinged-518	97	32	to	to	ADP
impactinged-518	97	33	learning	learn	VERB
impactinged-518	97	34	statistics	statistic	NOUN
impactinged-518	97	35	and	and	CCONJ
impactinged-518	97	36	using	use	VERB
impactinged-518	97	37	statistical	statistical	ADJ
impactinged-518	97	38	software	software	NOUN
impactinged-518	97	39	.	.	PUNCT
impactinged-518	98	1	faculty	faculty	NOUN
impactinged-518	98	2	member	member	NOUN
impactinged-518	98	3	facilitation	facilitation	NOUN
impactinged-518	98	4	of	of	ADP
impactinged-518	98	5	effective	effective	ADJ
impactinged-518	98	6	generative	generative	NOUN
impactinged-518	98	7	ai	ai	PROPN
impactinged-518	98	8	dialogue	dialogue	NOUN
impactinged-518	98	9	faculty	faculty	NOUN
impactinged-518	98	10	members	member	NOUN
impactinged-518	98	11	can	can	AUX
impactinged-518	98	12	leverage	leverage	VERB
impactinged-518	98	13	generative	generative	NOUN
impactinged-518	98	14	ai	ai	VERB
impactinged-518	98	15	to	to	PART
impactinged-518	98	16	help	help	VERB
impactinged-518	98	17	students	student	NOUN
impactinged-518	98	18	overcome	overcome	VERB
impactinged-518	98	19	the	the	DET
impactinged-518	98	20	challenges	challenge	NOUN
impactinged-518	98	21	of	of	ADP
impactinged-518	98	22	learning	learn	VERB
impactinged-518	98	23	statistical	statistical	ADJ
impactinged-518	98	24	software	software	NOUN
impactinged-518	98	25	while	while	SCONJ
impactinged-518	98	26	fostering	foster	VERB
impactinged-518	98	27	a	a	DET
impactinged-518	98	28	deeper	deep	ADJ
impactinged-518	98	29	understanding	understanding	NOUN
impactinged-518	98	30	of	of	ADP
impactinged-518	98	31	statistical	statistical	ADJ
impactinged-518	98	32	concepts	concept	NOUN
impactinged-518	98	33	.	.	PUNCT
impactinged-518	99	1	by	by	ADP
impactinged-518	99	2	emphasizing	emphasize	VERB
impactinged-518	99	3	the	the	DET
impactinged-518	99	4	use	use	NOUN
impactinged-518	99	5	of	of	ADP
impactinged-518	99	6	software	software	NOUN
impactinged-518	99	7	as	as	ADP
impactinged-518	99	8	a	a	DET
impactinged-518	99	9	tool	tool	NOUN
impactinged-518	99	10	for	for	ADP
impactinged-518	99	11	data	datum	NOUN
impactinged-518	99	12	analysis	analysis	NOUN
impactinged-518	99	13	rather	rather	ADV
impactinged-518	99	14	than	than	ADP
impactinged-518	99	15	a	a	DET
impactinged-518	99	16	standalone	standalone	NOUN
impactinged-518	99	17	skill	skill	NOUN
impactinged-518	99	18	,	,	PUNCT
impactinged-518	99	19	faculty	faculty	NOUN
impactinged-518	99	20	can	can	AUX
impactinged-518	99	21	empower	empower	VERB
impactinged-518	99	22	students	student	NOUN
impactinged-518	99	23	to	to	PART
impactinged-518	99	24	focus	focus	VERB
impactinged-518	99	25	on	on	ADP
impactinged-518	99	26	the	the	DET
impactinged-518	99	27	underlying	underlying	ADJ
impactinged-518	99	28	statistical	statistical	ADJ
impactinged-518	99	29	principles	principle	NOUN
impactinged-518	99	30	.	.	PUNCT
impactinged-518	100	1	this	this	DET
impactinged-518	100	2	shift	shift	NOUN
impactinged-518	100	3	in	in	ADP
impactinged-518	100	4	emphasis	emphasis	NOUN
impactinged-518	100	5	can	can	AUX
impactinged-518	100	6	significantly	significantly	ADV
impactinged-518	100	7	enhance	enhance	VERB
impactinged-518	100	8	students	student	NOUN
impactinged-518	100	9	’	'	PUNCT
impactinged-518	100	10	learning	learn	VERB
impactinged-518	100	11	experiences	experience	NOUN
impactinged-518	100	12	,	,	PUNCT
impactinged-518	100	13	especially	especially	ADV
impactinged-518	100	14	for	for	ADP
impactinged-518	100	15	those	those	PRON
impactinged-518	100	16	in	in	ADP
impactinged-518	100	17	practitioner	practitioner	NOUN
impactinged-518	100	18	-	-	PUNCT
impactinged-518	100	19	centered	center	VERB
impactinged-518	100	20	programs	program	NOUN
impactinged-518	100	21	.	.	PUNCT
impactinged-518	101	1	generative	generative	ADJ
impactinged-518	101	2	ai	ai	PROPN
impactinged-518	101	3	tools	tool	NOUN
impactinged-518	101	4	can	can	AUX
impactinged-518	101	5	serve	serve	VERB
impactinged-518	101	6	as	as	ADP
impactinged-518	101	7	valuable	valuable	ADJ
impactinged-518	101	8	scaffolds	scaffold	NOUN
impactinged-518	101	9	for	for	ADP
impactinged-518	101	10	students	student	NOUN
impactinged-518	101	11	as	as	SCONJ
impactinged-518	101	12	they	they	PRON
impactinged-518	101	13	engage	engage	VERB
impactinged-518	101	14	in	in	ADP
impactinged-518	101	15	selfregulated	selfregulated	ADJ
impactinged-518	101	16	learning	learning	NOUN
impactinged-518	101	17	.	.	PUNCT
impactinged-518	102	1	by	by	ADP
impactinged-518	102	2	providing	provide	VERB
impactinged-518	102	3	opportunities	opportunity	NOUN
impactinged-518	102	4	for	for	SCONJ
impactinged-518	102	5	students	student	NOUN
impactinged-518	102	6	to	to	PART
impactinged-518	102	7	interact	interact	VERB
impactinged-518	102	8	with	with	ADP
impactinged-518	102	9	large	large	ADJ
impactinged-518	102	10	language	language	NOUN
impactinged-518	102	11	models	model	NOUN
impactinged-518	102	12	(	(	PUNCT
impactinged-518	102	13	llms	llm	NOUN
impactinged-518	102	14	)	)	PUNCT
impactinged-518	102	15	through	through	ADP
impactinged-518	102	16	conversation	conversation	NOUN
impactinged-518	102	17	and	and	CCONJ
impactinged-518	102	18	prompt	prompt	ADJ
impactinged-518	102	19	engineering	engineering	NOUN
impactinged-518	102	20	,	,	PUNCT
impactinged-518	102	21	these	these	DET
impactinged-518	102	22	tools	tool	NOUN
impactinged-518	102	23	can	can	AUX
impactinged-518	102	24	shift	shift	VERB
impactinged-518	102	25	the	the	DET
impactinged-518	102	26	focus	focus	NOUN
impactinged-518	102	27	from	from	ADP
impactinged-518	102	28	mastering	master	VERB
impactinged-518	102	29	coding	code	VERB
impactinged-518	102	30	intricacies	intricacy	NOUN
impactinged-518	102	31	to	to	ADP
impactinged-518	102	32	a	a	DET
impactinged-518	102	33	deeper	deep	ADJ
impactinged-518	102	34	understanding	understanding	NOUN
impactinged-518	102	35	of	of	ADP
impactinged-518	102	36	statistical	statistical	ADJ
impactinged-518	102	37	concepts	concept	NOUN
impactinged-518	102	38	.	.	PUNCT
impactinged-518	103	1	this	this	PRON
impactinged-518	103	2	allows	allow	VERB
impactinged-518	103	3	students	student	NOUN
impactinged-518	103	4	to	to	PART
impactinged-518	103	5	concentrate	concentrate	VERB
impactinged-518	103	6	on	on	ADP
impactinged-518	103	7	the	the	DET
impactinged-518	103	8	core	core	NOUN
impactinged-518	103	9	ideas	idea	NOUN
impactinged-518	103	10	underlying	underlie	VERB
impactinged-518	103	11	data	datum	NOUN
impactinged-518	103	12	analysis	analysis	NOUN
impactinged-518	103	13	rather	rather	ADV
impactinged-518	103	14	than	than	ADP
impactinged-518	103	15	getting	getting	AUX
impactinged-518	103	16	bogged	bogge	VERB
impactinged-518	103	17	down	down	ADP
impactinged-518	103	18	in	in	ADP
impactinged-518	103	19	the	the	DET
impactinged-518	103	20	mechanics	mechanic	NOUN
impactinged-518	103	21	of	of	ADP
impactinged-518	103	22	software	software	NOUN
impactinged-518	103	23	implementation	implementation	NOUN
impactinged-518	103	24	.	.	PUNCT
impactinged-518	104	1	generative	generative	ADJ
impactinged-518	104	2	ai	ai	PROPN
impactinged-518	104	3	tools	tool	NOUN
impactinged-518	104	4	have	have	AUX
impactinged-518	104	5	demonstrated	demonstrate	VERB
impactinged-518	104	6	the	the	DET
impactinged-518	104	7	ability	ability	NOUN
impactinged-518	104	8	to	to	PART
impactinged-518	104	9	produce	produce	VERB
impactinged-518	104	10	accurate	accurate	ADJ
impactinged-518	104	11	code	code	NOUN
impactinged-518	104	12	for	for	ADP
impactinged-518	104	13	popular	popular	ADJ
impactinged-518	104	14	statistical	statistical	ADJ
impactinged-518	104	15	software	software	NOUN
impactinged-518	104	16	(	(	PUNCT
impactinged-518	104	17	r	r	NOUN
impactinged-518	104	18	,	,	PUNCT
impactinged-518	104	19	stata	stata	PROPN
impactinged-518	104	20	,	,	PUNCT
impactinged-518	104	21	spss	spss	PROPN
impactinged-518	104	22	,	,	PUNCT
impactinged-518	104	23	sas	sas	PROPN
impactinged-518	104	24	)	)	PUNCT
impactinged-518	104	25	(	(	PUNCT
impactinged-518	104	26	elllis	elllis	PROPN
impactinged-518	104	27	&	&	CCONJ
impactinged-518	104	28	slade	slade	PROPN
impactinged-518	104	29	,	,	PUNCT
impactinged-518	104	30	2023	2023	NUM
impactinged-518	104	31	)	)	PUNCT
impactinged-518	104	32	.	.	PUNCT
impactinged-518	105	1	therefore	therefore	ADV
impactinged-518	105	2	,	,	PUNCT
impactinged-518	105	3	the	the	DET
impactinged-518	105	4	use	use	NOUN
impactinged-518	105	5	of	of	ADP
impactinged-518	105	6	these	these	DET
impactinged-518	105	7	tools	tool	NOUN
impactinged-518	105	8	has	have	VERB
impactinged-518	105	9	the	the	DET
impactinged-518	105	10	potential	potential	NOUN
impactinged-518	105	11	to	to	PART
impactinged-518	105	12	mitigate	mitigate	VERB
impactinged-518	105	13	statistics	statistic	NOUN
impactinged-518	105	14	anxiety	anxiety	NOUN
impactinged-518	105	15	.	.	PUNCT
impactinged-518	106	1	this	this	PRON
impactinged-518	106	2	is	be	AUX
impactinged-518	106	3	especially	especially	ADV
impactinged-518	106	4	true	true	ADJ
impactinged-518	106	5	when	when	SCONJ
impactinged-518	106	6	students	student	NOUN
impactinged-518	106	7	struggle	struggle	VERB
impactinged-518	106	8	to	to	PART
impactinged-518	106	9	see	see	VERB
impactinged-518	106	10	the	the	DET
impactinged-518	106	11	utility	utility	NOUN
impactinged-518	106	12	or	or	CCONJ
impactinged-518	106	13	value	value	NOUN
impactinged-518	106	14	of	of	ADP
impactinged-518	106	15	statistics	statistic	NOUN
impactinged-518	106	16	in	in	ADP
impactinged-518	106	17	their	their	PRON
impactinged-518	106	18	own	own	ADJ
impactinged-518	106	19	work	work	NOUN
impactinged-518	106	20	(	(	PUNCT
impactinged-518	106	21	chiou	chiou	NOUN
impactinged-518	106	22	et	et	PROPN
impactinged-518	106	23	al	al	PROPN
impactinged-518	106	24	.	.	PROPN
impactinged-518	106	25	,	,	PUNCT
impactinged-518	106	26	2014	2014	NUM
impactinged-518	106	27	;	;	PUNCT
impactinged-518	106	28	slootmaeckers	slootmaecker	NOUN
impactinged-518	106	29	,	,	PUNCT
impactinged-518	106	30	et	et	PROPN
impactinged-518	106	31	al	al	PROPN
impactinged-518	106	32	.	.	PROPN
impactinged-518	106	33	,	,	PUNCT
impactinged-518	106	34	2014	2014	NUM
impactinged-518	106	35	;	;	PUNCT
impactinged-518	106	36	siew	siew	PROPN
impactinged-518	106	37	et	et	PROPN
impactinged-518	106	38	al	al	PROPN
impactinged-518	106	39	.	.	PROPN
impactinged-518	106	40	,	,	PUNCT
impactinged-518	106	41	2019	2019	NUM
impactinged-518	106	42	)	)	PUNCT
impactinged-518	106	43	.	.	PUNCT
impactinged-518	107	1	eith	eith	PROPN
impactinged-518	107	2	&	&	CCONJ
impactinged-518	107	3	zawada	zawada	PROPN
impactinged-518	107	4	impacting	impacting	PROPN
impactinged-518	107	5	education	education	PROPN
impactinged-518	107	6	:	:	PUNCT
impactinged-518	107	7	journal	journal	NOUN
impactinged-518	107	8	on	on	ADP
impactinged-518	107	9	transforming	transform	VERB
impactinged-518	107	10	professional	professional	ADJ
impactinged-518	107	11	practice	practice	NOUN
impactinged-518	107	12	impactinged.pitt.edu	impactinged.pitt.edu	PROPN
impactinged-518	107	13	vol	vol	NOUN
impactinged-518	107	14	.	.	PROPN
impactinged-518	108	1	10	10	NUM
impactinged-518	108	2	no	no	NOUN
impactinged-518	108	3	.	.	NOUN
impactinged-518	108	4	1	1	NUM
impactinged-518	108	5	(	(	PUNCT
impactinged-518	108	6	2025	2025	NUM
impactinged-518	108	7	)	)	PUNCT
impactinged-518	108	8	doi	doi	NOUN
impactinged-518	108	9	10.5195	10.5195	NUM
impactinged-518	108	10	/	/	SYM
impactinged-518	108	11	ie.2025.518	ie.2025.518	ADJ
impactinged-518	108	12	60	60	NUM
impactinged-518	108	13	faculty	faculty	NOUN
impactinged-518	108	14	member	member	NOUN
impactinged-518	108	15	facilitation	facilitation	NOUN
impactinged-518	108	16	in	in	ADP
impactinged-518	108	17	constructing	construct	VERB
impactinged-518	108	18	learning	learn	VERB
impactinged-518	108	19	faculty	faculty	NOUN
impactinged-518	108	20	members	member	NOUN
impactinged-518	108	21	play	play	VERB
impactinged-518	108	22	a	a	DET
impactinged-518	108	23	critical	critical	ADJ
impactinged-518	108	24	role	role	NOUN
impactinged-518	108	25	in	in	ADP
impactinged-518	108	26	equipping	equip	VERB
impactinged-518	108	27	students	student	NOUN
impactinged-518	108	28	with	with	ADP
impactinged-518	108	29	the	the	DET
impactinged-518	108	30	necessary	necessary	ADJ
impactinged-518	108	31	knowledge	knowledge	NOUN
impactinged-518	108	32	to	to	PART
impactinged-518	108	33	effectively	effectively	ADV
impactinged-518	108	34	engage	engage	VERB
impactinged-518	108	35	with	with	ADP
impactinged-518	108	36	generative	generative	ADJ
impactinged-518	108	37	ai	ai	NOUN
impactinged-518	108	38	tools	tool	NOUN
impactinged-518	108	39	for	for	ADP
impactinged-518	108	40	data	datum	NOUN
impactinged-518	108	41	analysis	analysis	NOUN
impactinged-518	108	42	.	.	PUNCT
impactinged-518	109	1	students	student	NOUN
impactinged-518	109	2	require	require	VERB
impactinged-518	109	3	a	a	DET
impactinged-518	109	4	foundational	foundational	ADJ
impactinged-518	109	5	understanding	understanding	NOUN
impactinged-518	109	6	of	of	ADP
impactinged-518	109	7	research	research	NOUN
impactinged-518	109	8	design	design	NOUN
impactinged-518	109	9	,	,	PUNCT
impactinged-518	109	10	data	data	NOUN
impactinged-518	109	11	structure	structure	NOUN
impactinged-518	109	12	,	,	PUNCT
impactinged-518	109	13	and	and	CCONJ
impactinged-518	109	14	statistical	statistical	ADJ
impactinged-518	109	15	analysis	analysis	NOUN
impactinged-518	109	16	to	to	PART
impactinged-518	109	17	make	make	VERB
impactinged-518	109	18	informed	informed	ADJ
impactinged-518	109	19	decisions	decision	NOUN
impactinged-518	109	20	when	when	SCONJ
impactinged-518	109	21	interacting	interact	VERB
impactinged-518	109	22	with	with	ADP
impactinged-518	109	23	ai	ai	NOUN
impactinged-518	109	24	tools	tool	NOUN
impactinged-518	109	25	.	.	PUNCT
impactinged-518	110	1	to	to	PART
impactinged-518	110	2	successfully	successfully	ADV
impactinged-518	110	3	utilize	utilize	VERB
impactinged-518	110	4	generative	generative	ADJ
impactinged-518	110	5	ai	ai	NOUN
impactinged-518	110	6	,	,	PUNCT
impactinged-518	110	7	students	student	NOUN
impactinged-518	110	8	must	must	AUX
impactinged-518	110	9	be	be	AUX
impactinged-518	110	10	able	able	ADJ
impactinged-518	110	11	to	to	PART
impactinged-518	110	12	articulate	articulate	VERB
impactinged-518	110	13	research	research	NOUN
impactinged-518	110	14	questions	question	NOUN
impactinged-518	110	15	,	,	PUNCT
impactinged-518	110	16	identify	identify	VERB
impactinged-518	110	17	appropriate	appropriate	ADJ
impactinged-518	110	18	variables	variable	NOUN
impactinged-518	110	19	,	,	PUNCT
impactinged-518	110	20	understand	understand	VERB
impactinged-518	110	21	data	data	NOUN
impactinged-518	110	22	structure	structure	NOUN
impactinged-518	110	23	,	,	PUNCT
impactinged-518	110	24	and	and	CCONJ
impactinged-518	110	25	select	select	VERB
impactinged-518	110	26	suitable	suitable	ADJ
impactinged-518	110	27	statistical	statistical	ADJ
impactinged-518	110	28	tests	test	NOUN
impactinged-518	110	29	(	(	PUNCT
impactinged-518	110	30	ellis	ellis	PROPN
impactinged-518	110	31	&	&	CCONJ
impactinged-518	110	32	slade	slade	PROPN
impactinged-518	110	33	,	,	PUNCT
impactinged-518	110	34	2023	2023	NUM
impactinged-518	110	35	)	)	PUNCT
impactinged-518	110	36	.	.	PUNCT
impactinged-518	111	1	faculty	faculty	NOUN
impactinged-518	111	2	can	can	AUX
impactinged-518	111	3	create	create	VERB
impactinged-518	111	4	course	course	NOUN
impactinged-518	111	5	activities	activity	NOUN
impactinged-518	111	6	that	that	PRON
impactinged-518	111	7	encourage	encourage	VERB
impactinged-518	111	8	students	student	NOUN
impactinged-518	111	9	to	to	PART
impactinged-518	111	10	interact	interact	VERB
impactinged-518	111	11	with	with	ADP
impactinged-518	111	12	generative	generative	ADJ
impactinged-518	111	13	ai	ai	PROPN
impactinged-518	111	14	tools	tool	NOUN
impactinged-518	111	15	.	.	PUNCT
impactinged-518	112	1	through	through	ADP
impactinged-518	112	2	this	this	DET
impactinged-518	112	3	process	process	NOUN
impactinged-518	112	4	,	,	PUNCT
impactinged-518	112	5	students	student	NOUN
impactinged-518	112	6	can	can	AUX
impactinged-518	112	7	evaluate	evaluate	VERB
impactinged-518	112	8	the	the	DET
impactinged-518	112	9	tools	tool	NOUN
impactinged-518	112	10	’	'	PUNCT
impactinged-518	112	11	responses	response	NOUN
impactinged-518	112	12	to	to	PART
impactinged-518	112	13	deepen	deepen	VERB
impactinged-518	112	14	their	their	PRON
impactinged-518	112	15	conceptual	conceptual	ADJ
impactinged-518	112	16	understanding	understanding	NOUN
impactinged-518	112	17	.	.	PUNCT
impactinged-518	113	1	while	while	SCONJ
impactinged-518	113	2	statistical	statistical	ADJ
impactinged-518	113	3	software	software	NOUN
impactinged-518	113	4	can	can	AUX
impactinged-518	113	5	generate	generate	VERB
impactinged-518	113	6	results	result	NOUN
impactinged-518	113	7	,	,	PUNCT
impactinged-518	113	8	students	student	NOUN
impactinged-518	113	9	must	must	AUX
impactinged-518	113	10	possess	possess	VERB
impactinged-518	113	11	the	the	DET
impactinged-518	113	12	foundational	foundational	ADJ
impactinged-518	113	13	knowledge	knowledge	NOUN
impactinged-518	113	14	to	to	PART
impactinged-518	113	15	critically	critically	ADV
impactinged-518	113	16	evaluate	evaluate	VERB
impactinged-518	113	17	these	these	DET
impactinged-518	113	18	outputs	output	NOUN
impactinged-518	113	19	against	against	ADP
impactinged-518	113	20	established	establish	VERB
impactinged-518	113	21	statistical	statistical	ADJ
impactinged-518	113	22	principles	principle	NOUN
impactinged-518	113	23	and	and	CCONJ
impactinged-518	113	24	assumptions	assumption	NOUN
impactinged-518	113	25	.	.	PUNCT
impactinged-518	114	1	we	we	PRON
impactinged-518	114	2	suggest	suggest	AUX
impactinged-518	114	3	incorporating	incorporate	VERB
impactinged-518	114	4	the	the	DET
impactinged-518	114	5	following	follow	VERB
impactinged-518	114	6	questions	question	NOUN
impactinged-518	114	7	into	into	ADP
impactinged-518	114	8	course	course	NOUN
impactinged-518	114	9	activities	activity	NOUN
impactinged-518	114	10	or	or	CCONJ
impactinged-518	114	11	discussions	discussion	NOUN
impactinged-518	114	12	to	to	PART
impactinged-518	114	13	help	help	VERB
impactinged-518	114	14	students	student	NOUN
impactinged-518	114	15	initiate	initiate	VERB
impactinged-518	114	16	their	their	PRON
impactinged-518	114	17	data	datum	NOUN
impactinged-518	114	18	analysis	analysis	NOUN
impactinged-518	114	19	.	.	PUNCT
impactinged-518	115	1	•	•	NUM
impactinged-518	115	2	what	what	PRON
impactinged-518	115	3	is	be	AUX
impactinged-518	115	4	my	my	PRON
impactinged-518	115	5	research	research	NOUN
impactinged-518	115	6	question	question	NOUN
impactinged-518	115	7	?	?	PUNCT
impactinged-518	116	1	o	o	NOUN
impactinged-518	116	2	is	be	AUX
impactinged-518	116	3	this	this	DET
impactinged-518	116	4	question	question	NOUN
impactinged-518	116	5	aligned	align	VERB
impactinged-518	116	6	with	with	ADP
impactinged-518	116	7	my	my	PRON
impactinged-518	116	8	problem	problem	NOUN
impactinged-518	116	9	of	of	ADP
impactinged-518	116	10	practice	practice	NOUN
impactinged-518	116	11	?	?	PUNCT
impactinged-518	117	1	o	o	NOUN
impactinged-518	117	2	are	be	AUX
impactinged-518	117	3	my	my	PRON
impactinged-518	117	4	variables	variable	NOUN
impactinged-518	117	5	appropriate	appropriate	ADJ
impactinged-518	117	6	for	for	ADP
impactinged-518	117	7	my	my	PRON
impactinged-518	117	8	research	research	NOUN
impactinged-518	117	9	question	question	NOUN
impactinged-518	117	10	?	?	PUNCT
impactinged-518	118	1	•	•	INTJ
impactinged-518	118	2	what	what	PRON
impactinged-518	118	3	is	be	AUX
impactinged-518	118	4	the	the	DET
impactinged-518	118	5	structure	structure	NOUN
impactinged-518	118	6	of	of	ADP
impactinged-518	118	7	my	my	PRON
impactinged-518	118	8	data	datum	NOUN
impactinged-518	118	9	?	?	PUNCT
impactinged-518	119	1	o	o	X
impactinged-518	119	2	what	what	PRON
impactinged-518	119	3	is	be	AUX
impactinged-518	119	4	the	the	DET
impactinged-518	119	5	level	level	NOUN
impactinged-518	119	6	of	of	ADP
impactinged-518	119	7	measurement	measurement	NOUN
impactinged-518	119	8	of	of	ADP
impactinged-518	119	9	the	the	DET
impactinged-518	119	10	variables	variable	NOUN
impactinged-518	119	11	i	i	PRON
impactinged-518	119	12	want	want	VERB
impactinged-518	119	13	to	to	PART
impactinged-518	119	14	use	use	VERB
impactinged-518	119	15	?	?	PUNCT
impactinged-518	120	1	o	o	X
impactinged-518	120	2	what	what	PRON
impactinged-518	120	3	is	be	AUX
impactinged-518	120	4	my	my	PRON
impactinged-518	120	5	sample	sample	NOUN
impactinged-518	120	6	size	size	NOUN
impactinged-518	120	7	and	and	CCONJ
impactinged-518	120	8	are	be	AUX
impactinged-518	120	9	missing	miss	VERB
impactinged-518	120	10	data	datum	NOUN
impactinged-518	120	11	a	a	DET
impactinged-518	120	12	concern	concern	NOUN
impactinged-518	120	13	?	?	PUNCT
impactinged-518	121	1	•	•	NUM
impactinged-518	121	2	based	base	VERB
impactinged-518	121	3	on	on	ADP
impactinged-518	121	4	my	my	PRON
impactinged-518	121	5	research	research	NOUN
impactinged-518	121	6	question	question	NOUN
impactinged-518	121	7	,	,	PUNCT
impactinged-518	121	8	do	do	AUX
impactinged-518	121	9	i	i	PRON
impactinged-518	121	10	know	know	VERB
impactinged-518	121	11	what	what	DET
impactinged-518	121	12	analysis	analysis	NOUN
impactinged-518	121	13	is	be	AUX
impactinged-518	121	14	needed	need	VERB
impactinged-518	121	15	?	?	PUNCT
impactinged-518	122	1	o	o	INTJ
impactinged-518	122	2	do	do	AUX
impactinged-518	122	3	i	i	PRON
impactinged-518	122	4	know	know	VERB
impactinged-518	122	5	the	the	DET
impactinged-518	122	6	assumptions	assumption	NOUN
impactinged-518	122	7	of	of	ADP
impactinged-518	122	8	this	this	DET
impactinged-518	122	9	test	test	NOUN
impactinged-518	122	10	?	?	PUNCT
impactinged-518	123	1	o	o	INTJ
impactinged-518	123	2	do	do	AUX
impactinged-518	123	3	i	i	PRON
impactinged-518	123	4	have	have	VERB
impactinged-518	123	5	the	the	DET
impactinged-518	123	6	appropriate	appropriate	ADJ
impactinged-518	123	7	data	datum	NOUN
impactinged-518	123	8	to	to	PART
impactinged-518	123	9	perform	perform	VERB
impactinged-518	123	10	this	this	DET
impactinged-518	123	11	test	test	NOUN
impactinged-518	123	12	?	?	PUNCT
impactinged-518	124	1	o	o	INTJ
impactinged-518	124	2	do	do	AUX
impactinged-518	124	3	the	the	DET
impactinged-518	124	4	variables	variable	NOUN
impactinged-518	124	5	(	(	PUNCT
impactinged-518	124	6	data	datum	NOUN
impactinged-518	124	7	)	)	PUNCT
impactinged-518	124	8	i	i	PRON
impactinged-518	124	9	am	be	AUX
impactinged-518	124	10	using	use	VERB
impactinged-518	124	11	in	in	ADP
impactinged-518	124	12	my	my	PRON
impactinged-518	124	13	analysis	analysis	NOUN
impactinged-518	124	14	meet	meet	VERB
impactinged-518	124	15	the	the	DET
impactinged-518	124	16	assumptions	assumption	NOUN
impactinged-518	124	17	of	of	ADP
impactinged-518	124	18	this	this	DET
impactinged-518	124	19	test	test	NOUN
impactinged-518	124	20	?	?	PUNCT
impactinged-518	125	1	faculty	faculty	NOUN
impactinged-518	125	2	members	member	NOUN
impactinged-518	125	3	can	can	AUX
impactinged-518	125	4	effectively	effectively	ADV
impactinged-518	125	5	integrate	integrate	VERB
impactinged-518	125	6	generative	generative	NOUN
impactinged-518	125	7	ai	ai	VERB
impactinged-518	125	8	into	into	ADP
impactinged-518	125	9	research	research	NOUN
impactinged-518	125	10	methods	method	NOUN
impactinged-518	125	11	and	and	CCONJ
impactinged-518	125	12	statistics	statistic	NOUN
impactinged-518	125	13	curricula	curricula	NOUN
impactinged-518	125	14	by	by	ADP
impactinged-518	125	15	focusing	focus	VERB
impactinged-518	125	16	on	on	ADP
impactinged-518	125	17	the	the	DET
impactinged-518	125	18	critical	critical	ADJ
impactinged-518	125	19	knowledge	knowledge	NOUN
impactinged-518	125	20	needed	need	VERB
impactinged-518	125	21	for	for	SCONJ
impactinged-518	125	22	students	student	NOUN
impactinged-518	125	23	to	to	PART
impactinged-518	125	24	engage	engage	VERB
impactinged-518	125	25	in	in	ADP
impactinged-518	125	26	a	a	DET
impactinged-518	125	27	dialogue	dialogue	NOUN
impactinged-518	125	28	with	with	ADP
impactinged-518	125	29	the	the	DET
impactinged-518	125	30	technology	technology	NOUN
impactinged-518	125	31	tool	tool	NOUN
impactinged-518	125	32	.	.	PUNCT
impactinged-518	126	1	this	this	DET
impactinged-518	126	2	approach	approach	NOUN
impactinged-518	126	3	empowers	empower	VERB
impactinged-518	126	4	students	student	NOUN
impactinged-518	126	5	to	to	PART
impactinged-518	126	6	become	become	VERB
impactinged-518	126	7	critical	critical	ADJ
impactinged-518	126	8	thinkers	thinker	NOUN
impactinged-518	126	9	and	and	CCONJ
impactinged-518	126	10	creative	creative	ADJ
impactinged-518	126	11	problem	problem	NOUN
impactinged-518	126	12	solvers	solver	NOUN
impactinged-518	126	13	.	.	PUNCT
impactinged-518	127	1	by	by	ADP
impactinged-518	127	2	grounding	ground	VERB
impactinged-518	127	3	students	student	NOUN
impactinged-518	127	4	in	in	ADP
impactinged-518	127	5	a	a	DET
impactinged-518	127	6	solid	solid	ADJ
impactinged-518	127	7	understanding	understanding	NOUN
impactinged-518	127	8	of	of	ADP
impactinged-518	127	9	their	their	PRON
impactinged-518	127	10	data	datum	NOUN
impactinged-518	127	11	and	and	CCONJ
impactinged-518	127	12	appropriate	appropriate	ADJ
impactinged-518	127	13	statistical	statistical	ADJ
impactinged-518	127	14	tests	test	NOUN
impactinged-518	127	15	,	,	PUNCT
impactinged-518	127	16	faculty	faculty	NOUN
impactinged-518	127	17	can	can	AUX
impactinged-518	127	18	leverage	leverage	VERB
impactinged-518	127	19	generative	generative	NOUN
impactinged-518	127	20	ai	ai	VERB
impactinged-518	127	21	to	to	PART
impactinged-518	127	22	quickly	quickly	ADV
impactinged-518	127	23	and	and	CCONJ
impactinged-518	127	24	accurately	accurately	ADV
impactinged-518	127	25	produce	produce	VERB
impactinged-518	127	26	the	the	DET
impactinged-518	127	27	necessary	necessary	ADJ
impactinged-518	127	28	code	code	NOUN
impactinged-518	127	29	.	.	PUNCT
impactinged-518	128	1	consequently	consequently	ADV
impactinged-518	128	2	,	,	PUNCT
impactinged-518	128	3	generative	generative	ADJ
impactinged-518	128	4	ai	ai	VERB
impactinged-518	128	5	can	can	AUX
impactinged-518	128	6	serve	serve	VERB
impactinged-518	128	7	as	as	ADP
impactinged-518	128	8	a	a	DET
impactinged-518	128	9	thought	thought	NOUN
impactinged-518	128	10	partner	partner	NOUN
impactinged-518	128	11	,	,	PUNCT
impactinged-518	128	12	assisting	assist	VERB
impactinged-518	128	13	students	student	NOUN
impactinged-518	128	14	in	in	ADP
impactinged-518	128	15	navigating	navigate	VERB
impactinged-518	128	16	statistical	statistical	ADJ
impactinged-518	128	17	software	software	NOUN
impactinged-518	128	18	from	from	ADP
impactinged-518	128	19	data	datum	NOUN
impactinged-518	128	20	importation	importation	NOUN
impactinged-518	128	21	through	through	ADP
impactinged-518	128	22	analysis	analysis	NOUN
impactinged-518	128	23	.	.	PUNCT
impactinged-518	129	1	as	as	SCONJ
impactinged-518	129	2	students	student	NOUN
impactinged-518	129	3	gain	gain	VERB
impactinged-518	129	4	statistical	statistical	ADJ
impactinged-518	129	5	confidence	confidence	NOUN
impactinged-518	129	6	,	,	PUNCT
impactinged-518	129	7	generative	generative	ADJ
impactinged-518	129	8	ai	ai	VERB
impactinged-518	129	9	can	can	AUX
impactinged-518	129	10	support	support	VERB
impactinged-518	129	11	self	self	NOUN
impactinged-518	129	12	-	-	PUNCT
impactinged-518	129	13	regulated	regulate	VERB
impactinged-518	129	14	learning	learning	NOUN
impactinged-518	129	15	,	,	PUNCT
impactinged-518	129	16	particularly	particularly	ADV
impactinged-518	129	17	metacognition	metacognition	NOUN
impactinged-518	129	18	and	and	CCONJ
impactinged-518	129	19	problem	problem	NOUN
impactinged-518	129	20	-	-	PUNCT
impactinged-518	129	21	solving	solving	NOUN
impactinged-518	129	22	,	,	PUNCT
impactinged-518	129	23	as	as	SCONJ
impactinged-518	129	24	they	they	PRON
impactinged-518	129	25	engage	engage	VERB
impactinged-518	129	26	in	in	ADP
impactinged-518	129	27	data	data	NOUN
impactinged-518	129	28	analysis	analysis	NOUN
impactinged-518	129	29	and	and	CCONJ
impactinged-518	129	30	interpretation	interpretation	NOUN
impactinged-518	129	31	.	.	PUNCT
impactinged-518	130	1	faculty	faculty	NOUN
impactinged-518	130	2	members	member	NOUN
impactinged-518	130	3	should	should	AUX
impactinged-518	130	4	model	model	VERB
impactinged-518	130	5	the	the	DET
impactinged-518	130	6	use	use	NOUN
impactinged-518	130	7	of	of	ADP
impactinged-518	130	8	generative	generative	ADJ
impactinged-518	130	9	ai	ai	VERB
impactinged-518	130	10	as	as	ADP
impactinged-518	130	11	an	an	DET
impactinged-518	130	12	integral	integral	ADJ
impactinged-518	130	13	part	part	NOUN
impactinged-518	130	14	of	of	ADP
impactinged-518	130	15	the	the	DET
impactinged-518	130	16	learning	learning	NOUN
impactinged-518	130	17	process	process	NOUN
impactinged-518	130	18	.	.	PUNCT
impactinged-518	131	1	by	by	ADP
impactinged-518	131	2	openly	openly	ADV
impactinged-518	131	3	demonstrating	demonstrate	VERB
impactinged-518	131	4	how	how	SCONJ
impactinged-518	131	5	they	they	PRON
impactinged-518	131	6	employ	employ	VERB
impactinged-518	131	7	generative	generative	ADJ
impactinged-518	131	8	ai	ai	VERB
impactinged-518	131	9	,	,	PUNCT
impactinged-518	131	10	such	such	ADJ
impactinged-518	131	11	as	as	ADP
impactinged-518	131	12	crafting	craft	VERB
impactinged-518	131	13	code	code	NOUN
impactinged-518	131	14	for	for	ADP
impactinged-518	131	15	statistical	statistical	ADJ
impactinged-518	131	16	software	software	NOUN
impactinged-518	131	17	procedures	procedure	NOUN
impactinged-518	131	18	or	or	CCONJ
impactinged-518	131	19	developing	develop	VERB
impactinged-518	131	20	effective	effective	ADJ
impactinged-518	131	21	prompts	prompt	NOUN
impactinged-518	131	22	to	to	PART
impactinged-518	131	23	engage	engage	VERB
impactinged-518	131	24	in	in	ADP
impactinged-518	131	25	dialogue	dialogue	NOUN
impactinged-518	131	26	,	,	PUNCT
impactinged-518	131	27	instructors	instructor	NOUN
impactinged-518	131	28	can	can	AUX
impactinged-518	131	29	exemplify	exemplify	VERB
impactinged-518	131	30	the	the	DET
impactinged-518	131	31	metacognitive	metacognitive	ADJ
impactinged-518	131	32	skills	skill	NOUN
impactinged-518	131	33	essential	essential	ADJ
impactinged-518	131	34	for	for	ADP
impactinged-518	131	35	effective	effective	ADJ
impactinged-518	131	36	ai	ai	NOUN
impactinged-518	131	37	interaction	interaction	NOUN
impactinged-518	131	38	.	.	PUNCT
impactinged-518	132	1	this	this	PRON
impactinged-518	132	2	includes	include	VERB
impactinged-518	132	3	not	not	PART
impactinged-518	132	4	only	only	ADV
impactinged-518	132	5	showcasing	showcase	VERB
impactinged-518	132	6	desired	desire	VERB
impactinged-518	132	7	outcomes	outcome	NOUN
impactinged-518	132	8	but	but	CCONJ
impactinged-518	132	9	also	also	ADV
impactinged-518	132	10	the	the	DET
impactinged-518	132	11	iterative	iterative	ADJ
impactinged-518	132	12	process	process	NOUN
impactinged-518	132	13	of	of	ADP
impactinged-518	132	14	refining	refining	NOUN
impactinged-518	132	15	prompts	prompt	NOUN
impactinged-518	132	16	and	and	CCONJ
impactinged-518	132	17	evaluating	evaluate	VERB
impactinged-518	132	18	outputs	output	NOUN
impactinged-518	132	19	.	.	PUNCT
impactinged-518	133	1	by	by	ADP
impactinged-518	133	2	modeling	model	VERB
impactinged-518	133	3	these	these	DET
impactinged-518	133	4	practices	practice	NOUN
impactinged-518	133	5	,	,	PUNCT
impactinged-518	133	6	faculty	faculty	NOUN
impactinged-518	133	7	members	member	NOUN
impactinged-518	133	8	can	can	AUX
impactinged-518	133	9	effectively	effectively	ADV
impactinged-518	133	10	communicate	communicate	VERB
impactinged-518	133	11	the	the	DET
impactinged-518	133	12	concept	concept	NOUN
impactinged-518	133	13	of	of	ADP
impactinged-518	133	14	generative	generative	NOUN
impactinged-518	133	15	ai	ai	VERB
impactinged-518	133	16	as	as	ADP
impactinged-518	133	17	a	a	DET
impactinged-518	133	18	learning	learning	NOUN
impactinged-518	133	19	partner	partner	NOUN
impactinged-518	133	20	rather	rather	ADV
impactinged-518	133	21	than	than	ADP
impactinged-518	133	22	a	a	DET
impactinged-518	133	23	question	question	NOUN
impactinged-518	133	24	-	-	PUNCT
impactinged-518	133	25	answering	answer	VERB
impactinged-518	133	26	tool	tool	NOUN
impactinged-518	133	27	.	.	PUNCT
impactinged-518	134	1	students	student	NOUN
impactinged-518	134	2	should	should	AUX
impactinged-518	134	3	understand	understand	VERB
impactinged-518	134	4	that	that	SCONJ
impactinged-518	134	5	the	the	DET
impactinged-518	134	6	tool	tool	NOUN
impactinged-518	134	7	’s	’s	PART
impactinged-518	134	8	value	value	NOUN
impactinged-518	134	9	lies	lie	VERB
impactinged-518	134	10	in	in	ADP
impactinged-518	134	11	its	its	PRON
impactinged-518	134	12	ability	ability	NOUN
impactinged-518	134	13	to	to	PART
impactinged-518	134	14	support	support	VERB
impactinged-518	134	15	their	their	PRON
impactinged-518	134	16	learning	learning	NOUN
impactinged-518	134	17	process	process	NOUN
impactinged-518	134	18	through	through	ADP
impactinged-518	134	19	ongoing	ongoing	ADJ
impactinged-518	134	20	dialogue	dialogue	NOUN
impactinged-518	134	21	and	and	CCONJ
impactinged-518	134	22	experimentation	experimentation	NOUN
impactinged-518	134	23	.	.	PUNCT
impactinged-518	135	1	for	for	ADP
impactinged-518	135	2	instance	instance	NOUN
impactinged-518	135	3	,	,	PUNCT
impactinged-518	135	4	when	when	SCONJ
impactinged-518	135	5	introducing	introduce	VERB
impactinged-518	135	6	students	student	NOUN
impactinged-518	135	7	to	to	ADP
impactinged-518	135	8	non	non	ADJ
impactinged-518	135	9	-	-	ADJ
impactinged-518	135	10	parametric	parametric	ADJ
impactinged-518	135	11	statistical	statistical	ADJ
impactinged-518	135	12	tests	test	NOUN
impactinged-518	135	13	such	such	ADJ
impactinged-518	135	14	as	as	ADP
impactinged-518	135	15	the	the	DET
impactinged-518	135	16	mann	mann	PROPN
impactinged-518	135	17	-	-	PUNCT
impactinged-518	135	18	whitney	whitney	PROPN
impactinged-518	135	19	,	,	PUNCT
impactinged-518	135	20	we	we	PRON
impactinged-518	135	21	modeled	model	VERB
impactinged-518	135	22	how	how	SCONJ
impactinged-518	135	23	to	to	PART
impactinged-518	135	24	generate	generate	VERB
impactinged-518	135	25	initial	initial	ADJ
impactinged-518	135	26	code	code	NOUN
impactinged-518	135	27	using	use	VERB
impactinged-518	135	28	a	a	DET
impactinged-518	135	29	generative	generative	ADJ
impactinged-518	135	30	ai	ai	NOUN
impactinged-518	135	31	tool	tool	NOUN
impactinged-518	135	32	.	.	PUNCT
impactinged-518	136	1	we	we	PRON
impactinged-518	136	2	demonstrated	demonstrate	VERB
impactinged-518	136	3	how	how	SCONJ
impactinged-518	136	4	to	to	PART
impactinged-518	136	5	refine	refine	VERB
impactinged-518	136	6	the	the	DET
impactinged-518	136	7	stata	stata	PROPN
impactinged-518	136	8	code	code	NOUN
impactinged-518	136	9	based	base	VERB
impactinged-518	136	10	on	on	ADP
impactinged-518	136	11	the	the	DET
impactinged-518	136	12	tool	tool	NOUN
impactinged-518	136	13	’s	’s	PART
impactinged-518	136	14	output	output	NOUN
impactinged-518	136	15	and	and	CCONJ
impactinged-518	136	16	our	our	PRON
impactinged-518	136	17	understanding	understanding	NOUN
impactinged-518	136	18	of	of	ADP
impactinged-518	136	19	the	the	DET
impactinged-518	136	20	statistical	statistical	ADJ
impactinged-518	136	21	procedure	procedure	NOUN
impactinged-518	136	22	.	.	PUNCT
impactinged-518	137	1	this	this	DET
impactinged-518	137	2	process	process	NOUN
impactinged-518	137	3	allowed	allow	VERB
impactinged-518	137	4	students	student	NOUN
impactinged-518	137	5	to	to	PART
impactinged-518	137	6	observe	observe	VERB
impactinged-518	137	7	how	how	SCONJ
impactinged-518	137	8	we	we	PRON
impactinged-518	137	9	validated	validate	VERB
impactinged-518	137	10	the	the	DET
impactinged-518	137	11	code	code	NOUN
impactinged-518	137	12	’s	’s	PART
impactinged-518	137	13	accuracy	accuracy	NOUN
impactinged-518	137	14	and	and	CCONJ
impactinged-518	137	15	made	make	VERB
impactinged-518	137	16	necessary	necessary	ADJ
impactinged-518	137	17	adjustments	adjustment	NOUN
impactinged-518	137	18	.	.	PUNCT
impactinged-518	138	1	by	by	ADP
impactinged-518	138	2	sharing	share	VERB
impactinged-518	138	3	these	these	DET
impactinged-518	138	4	steps	step	NOUN
impactinged-518	138	5	,	,	PUNCT
impactinged-518	138	6	we	we	PRON
impactinged-518	138	7	aimed	aim	VERB
impactinged-518	138	8	to	to	PART
impactinged-518	138	9	illustrate	illustrate	VERB
impactinged-518	138	10	the	the	DET
impactinged-518	138	11	iterative	iterative	ADJ
impactinged-518	138	12	nature	nature	NOUN
impactinged-518	138	13	of	of	ADP
impactinged-518	138	14	working	work	VERB
impactinged-518	138	15	with	with	ADP
impactinged-518	138	16	generative	generative	ADJ
impactinged-518	138	17	ai	ai	NOUN
impactinged-518	138	18	and	and	CCONJ
impactinged-518	138	19	the	the	DET
impactinged-518	138	20	importance	importance	NOUN
impactinged-518	138	21	of	of	ADP
impactinged-518	138	22	critical	critical	ADJ
impactinged-518	138	23	thinking	thinking	NOUN
impactinged-518	138	24	in	in	ADP
impactinged-518	138	25	interpreting	interpret	VERB
impactinged-518	138	26	and	and	CCONJ
impactinged-518	138	27	utilizing	utilize	VERB
impactinged-518	138	28	its	its	PRON
impactinged-518	138	29	outputs	output	NOUN
impactinged-518	138	30	.	.	PUNCT
impactinged-518	139	1	this	this	DET
impactinged-518	139	2	example	example	NOUN
impactinged-518	139	3	highlights	highlight	VERB
impactinged-518	139	4	how	how	SCONJ
impactinged-518	139	5	faculty	faculty	NOUN
impactinged-518	139	6	can	can	AUX
impactinged-518	139	7	transparently	transparently	ADV
impactinged-518	139	8	demonstrate	demonstrate	VERB
impactinged-518	139	9	the	the	DET
impactinged-518	139	10	use	use	NOUN
impactinged-518	139	11	of	of	ADP
impactinged-518	139	12	generative	generative	ADJ
impactinged-518	139	13	ai	ai	VERB
impactinged-518	139	14	as	as	ADP
impactinged-518	139	15	a	a	DET
impactinged-518	139	16	tool	tool	NOUN
impactinged-518	139	17	to	to	PART
impactinged-518	139	18	enhance	enhance	VERB
impactinged-518	139	19	student	student	NOUN
impactinged-518	139	20	learning	learning	NOUN
impactinged-518	139	21	rather	rather	ADV
impactinged-518	139	22	than	than	ADP
impactinged-518	139	23	a	a	DET
impactinged-518	139	24	substitute	substitute	NOUN
impactinged-518	139	25	for	for	ADP
impactinged-518	139	26	statistical	statistical	ADJ
impactinged-518	139	27	knowledge	knowledge	NOUN
impactinged-518	139	28	.	.	PUNCT
impactinged-518	140	1	effective	effective	ADJ
impactinged-518	140	2	use	use	NOUN
impactinged-518	140	3	of	of	ADP
impactinged-518	140	4	generative	generative	ADJ
impactinged-518	140	5	ai	ai	PROPN
impactinged-518	140	6	necessitates	necessitate	VERB
impactinged-518	140	7	skill	skill	NOUN
impactinged-518	140	8	in	in	ADP
impactinged-518	140	9	prompt	prompt	ADJ
impactinged-518	140	10	engineering	engineering	NOUN
impactinged-518	140	11	,	,	PUNCT
impactinged-518	140	12	which	which	PRON
impactinged-518	140	13	must	must	AUX
impactinged-518	140	14	be	be	AUX
impactinged-518	140	15	developed	develop	VERB
impactinged-518	140	16	through	through	ADP
impactinged-518	140	17	practice	practice	NOUN
impactinged-518	140	18	.	.	PUNCT
impactinged-518	141	1	faculty	faculty	NOUN
impactinged-518	141	2	should	should	AUX
impactinged-518	141	3	position	position	VERB
impactinged-518	141	4	ai	ai	VERB
impactinged-518	141	5	as	as	ADP
impactinged-518	141	6	a	a	DET
impactinged-518	141	7	collaborative	collaborative	ADJ
impactinged-518	141	8	learning	learning	NOUN
impactinged-518	141	9	tool	tool	NOUN
impactinged-518	141	10	rather	rather	ADV
impactinged-518	141	11	than	than	ADP
impactinged-518	141	12	a	a	DET
impactinged-518	141	13	source	source	NOUN
impactinged-518	141	14	of	of	ADP
impactinged-518	141	15	ready	ready	ADV
impactinged-518	141	16	-	-	PUNCT
impactinged-518	141	17	made	make	VERB
impactinged-518	141	18	answers	answer	NOUN
impactinged-518	141	19	.	.	PUNCT
impactinged-518	142	1	by	by	ADP
impactinged-518	142	2	interacting	interact	VERB
impactinged-518	142	3	with	with	ADP
impactinged-518	142	4	the	the	DET
impactinged-518	142	5	ai	ai	NOUN
impactinged-518	142	6	,	,	PUNCT
impactinged-518	142	7	students	student	NOUN
impactinged-518	142	8	can	can	AUX
impactinged-518	142	9	enhance	enhance	VERB
impactinged-518	142	10	their	their	PRON
impactinged-518	142	11	critical	critical	ADJ
impactinged-518	142	12	thinking	thinking	NOUN
impactinged-518	142	13	and	and	CCONJ
impactinged-518	142	14	problem	problem	NOUN
impactinged-518	142	15	-	-	PUNCT
impactinged-518	142	16	solving	solve	VERB
impactinged-518	142	17	abilities	ability	NOUN
impactinged-518	142	18	(	(	PUNCT
impactinged-518	142	19	wang	wang	PROPN
impactinged-518	142	20	&	&	CCONJ
impactinged-518	142	21	yin	yin	PROPN
impactinged-518	142	22	,	,	PUNCT
impactinged-518	142	23	2021	2021	NUM
impactinged-518	142	24	)	)	PUNCT
impactinged-518	142	25	.	.	PUNCT
impactinged-518	143	1	faculty	faculty	NOUN
impactinged-518	143	2	members	member	NOUN
impactinged-518	143	3	have	have	AUX
impactinged-518	143	4	played	play	VERB
impactinged-518	143	5	a	a	DET
impactinged-518	143	6	critical	critical	ADJ
impactinged-518	143	7	role	role	NOUN
impactinged-518	143	8	in	in	ADP
impactinged-518	143	9	developing	develop	VERB
impactinged-518	143	10	the	the	DET
impactinged-518	143	11	foundational	foundational	ADJ
impactinged-518	143	12	knowledge	knowledge	NOUN
impactinged-518	143	13	necessary	necessary	ADJ
impactinged-518	143	14	for	for	ADP
impactinged-518	143	15	successfully	successfully	ADV
impactinged-518	143	16	integrating	integrate	VERB
impactinged-518	143	17	generative	generative	NOUN
impactinged-518	143	18	ai	ai	VERB
impactinged-518	143	19	into	into	ADP
impactinged-518	143	20	students	student	NOUN
impactinged-518	143	21	’	’	PART
impactinged-518	143	22	methods	method	NOUN
impactinged-518	143	23	and	and	CCONJ
impactinged-518	143	24	statistical	statistical	ADJ
impactinged-518	143	25	training	training	NOUN
impactinged-518	143	26	.	.	PUNCT
impactinged-518	144	1	by	by	ADP
impactinged-518	144	2	establishing	establish	VERB
impactinged-518	144	3	learning	learn	VERB
impactinged-518	144	4	objectives	objective	NOUN
impactinged-518	144	5	that	that	PRON
impactinged-518	144	6	illuminated	illuminated	ADJ
impactinged-518	144	7	students	student	NOUN
impactinged-518	144	8	’	’	PART
impactinged-518	144	9	selfefficacy	selfefficacy	NOUN
impactinged-518	144	10	regarding	regard	VERB
impactinged-518	144	11	core	core	NOUN
impactinged-518	144	12	concepts	concept	NOUN
impactinged-518	144	13	,	,	PUNCT
impactinged-518	144	14	faculty	faculty	NOUN
impactinged-518	144	15	empowered	empower	VERB
impactinged-518	144	16	students	student	NOUN
impactinged-518	144	17	to	to	PART
impactinged-518	144	18	engage	engage	VERB
impactinged-518	144	19	meaningfully	meaningfully	ADV
impactinged-518	144	20	with	with	ADP
impactinged-518	144	21	the	the	DET
impactinged-518	144	22	technology	technology	NOUN
impactinged-518	144	23	.	.	PUNCT
impactinged-518	145	1	a	a	DET
impactinged-518	145	2	part	part	NOUN
impactinged-518	145	3	of	of	ADP
impactinged-518	145	4	this	this	DET
impactinged-518	145	5	scaffolding	scaffolding	NOUN
impactinged-518	145	6	requires	require	VERB
impactinged-518	145	7	the	the	DET
impactinged-518	145	8	instructor	instructor	NOUN
impactinged-518	145	9	to	to	PART
impactinged-518	145	10	model	model	VERB
impactinged-518	145	11	an	an	DET
impactinged-518	145	12	appropriate	appropriate	ADJ
impactinged-518	145	13	dialogue	dialogue	NOUN
impactinged-518	145	14	that	that	PRON
impactinged-518	145	15	reflects	reflect	VERB
impactinged-518	145	16	a	a	DET
impactinged-518	145	17	set	set	NOUN
impactinged-518	145	18	of	of	ADP
impactinged-518	145	19	expectations	expectation	NOUN
impactinged-518	145	20	around	around	ADP
impactinged-518	145	21	the	the	DET
impactinged-518	145	22	practice	practice	NOUN
impactinged-518	145	23	of	of	ADP
impactinged-518	145	24	inquiry	inquiry	NOUN
impactinged-518	145	25	to	to	PART
impactinged-518	145	26	foster	foster	VERB
impactinged-518	145	27	discursive	discursive	ADJ
impactinged-518	145	28	engagement	engagement	NOUN
impactinged-518	145	29	(	(	PUNCT
impactinged-518	145	30	engle	engle	PROPN
impactinged-518	145	31	&	&	CCONJ
impactinged-518	145	32	conant	conant	PROPN
impactinged-518	145	33	,	,	PUNCT
impactinged-518	145	34	2002	2002	NUM
impactinged-518	145	35	)	)	PUNCT
impactinged-518	145	36	.	.	PUNCT
impactinged-518	146	1	moreover	moreover	ADV
impactinged-518	146	2	,	,	PUNCT
impactinged-518	146	3	to	to	PART
impactinged-518	146	4	facilitate	facilitate	VERB
impactinged-518	146	5	students	student	NOUN
impactinged-518	146	6	’	'	PUNCT
impactinged-518	146	7	learning	learning	NOUN
impactinged-518	146	8	,	,	PUNCT
impactinged-518	146	9	faculty	faculty	NOUN
impactinged-518	146	10	may	may	AUX
impactinged-518	146	11	have	have	AUX
impactinged-518	146	12	set	set	VERB
impactinged-518	146	13	up	up	ADP
impactinged-518	146	14	activities	activity	NOUN
impactinged-518	146	15	to	to	PART
impactinged-518	146	16	include	include	VERB
impactinged-518	146	17	learning	learn	VERB
impactinged-518	146	18	in	in	ADP
impactinged-518	146	19	small	small	ADJ
impactinged-518	146	20	groups	group	NOUN
impactinged-518	146	21	,	,	PUNCT
impactinged-518	146	22	which	which	PRON
impactinged-518	146	23	has	have	AUX
impactinged-518	146	24	been	be	AUX
impactinged-518	146	25	shown	show	VERB
impactinged-518	146	26	to	to	PART
impactinged-518	146	27	be	be	AUX
impactinged-518	146	28	effective	effective	ADJ
impactinged-518	146	29	(	(	PUNCT
impactinged-518	146	30	barron	barron	PROPN
impactinged-518	146	31	&	&	CCONJ
impactinged-518	146	32	darling	darling	PROPN
impactinged-518	146	33	-	-	PUNCT
impactinged-518	146	34	hammond	hammond	NOUN
impactinged-518	146	35	,	,	PUNCT
impactinged-518	146	36	2010	2010	NUM
impactinged-518	146	37	)	)	PUNCT
impactinged-518	146	38	.	.	PUNCT
impactinged-518	147	1	generative	generative	PROPN
impactinged-518	147	2	ai	ai	VERB
impactinged-518	147	3	as	as	ADP
impactinged-518	147	4	a	a	DET
impactinged-518	147	5	bridge	bridge	NOUN
impactinged-518	147	6	to	to	ADP
impactinged-518	147	7	learning	learn	VERB
impactinged-518	147	8	a	a	DET
impactinged-518	147	9	critical	critical	ADJ
impactinged-518	147	10	factor	factor	NOUN
impactinged-518	147	11	in	in	ADP
impactinged-518	147	12	successfully	successfully	ADV
impactinged-518	147	13	using	use	VERB
impactinged-518	147	14	generative	generative	NOUN
impactinged-518	147	15	ai	ai	VERB
impactinged-518	147	16	as	as	SCONJ
impactinged-518	147	17	a	a	DET
impactinged-518	147	18	learning	learning	NOUN
impactinged-518	147	19	bridge	bridge	NOUN
impactinged-518	147	20	is	be	AUX
impactinged-518	147	21	teaching	teach	VERB
impactinged-518	147	22	students	student	NOUN
impactinged-518	147	23	to	to	PART
impactinged-518	147	24	engage	engage	VERB
impactinged-518	147	25	with	with	ADP
impactinged-518	147	26	it	it	PRON
impactinged-518	147	27	dialogically	dialogically	ADV
impactinged-518	147	28	rather	rather	ADV
impactinged-518	147	29	than	than	ADP
impactinged-518	147	30	viewing	view	VERB
impactinged-518	147	31	it	it	PRON
impactinged-518	147	32	as	as	ADP
impactinged-518	147	33	a	a	DET
impactinged-518	147	34	simple	simple	ADJ
impactinged-518	147	35	answer	answer	NOUN
impactinged-518	147	36	provider	provider	NOUN
impactinged-518	147	37	.	.	PUNCT
impactinged-518	148	1	much	much	ADJ
impactinged-518	148	2	of	of	ADP
impactinged-518	148	3	the	the	DET
impactinged-518	148	4	research	research	NOUN
impactinged-518	148	5	on	on	ADP
impactinged-518	148	6	generative	generative	ADJ
impactinged-518	148	7	ai	ai	VERB
impactinged-518	148	8	as	as	ADP
impactinged-518	148	9	a	a	DET
impactinged-518	148	10	collaborator	collaborator	NOUN
impactinged-518	148	11	or	or	CCONJ
impactinged-518	148	12	dialogic	dialogic	ADJ
impactinged-518	148	13	peer	peer	NOUN
impactinged-518	148	14	is	be	AUX
impactinged-518	148	15	grounded	ground	VERB
impactinged-518	148	16	in	in	ADP
impactinged-518	148	17	bakhtin	bakhtin	NOUN
impactinged-518	148	18	’s	’s	PART
impactinged-518	148	19	(	(	PUNCT
impactinged-518	148	20	1981	1981	NUM
impactinged-518	148	21	)	)	PUNCT
impactinged-518	148	22	work	work	NOUN
impactinged-518	148	23	,	,	PUNCT
impactinged-518	148	24	which	which	PRON
impactinged-518	148	25	proposes	propose	VERB
impactinged-518	148	26	that	that	DET
impactinged-518	148	27	language	language	NOUN
impactinged-518	148	28	is	be	AUX
impactinged-518	148	29	inherently	inherently	ADV
impactinged-518	148	30	dialogic	dialogic	ADJ
impactinged-518	148	31	,	,	PUNCT
impactinged-518	148	32	suggesting	suggest	VERB
impactinged-518	148	33	generative	generative	ADJ
impactinged-518	149	1	ai	ai	AUX
impactinged-518	149	2	serves	serve	NOUN
impactinged-518	149	3	as	as	ADP
impactinged-518	149	4	a	a	DET
impactinged-518	149	5	collaborator	collaborator	NOUN
impactinged-518	149	6	or	or	CCONJ
impactinged-518	149	7	cocreator	cocreator	NOUN
impactinged-518	149	8	of	of	ADP
impactinged-518	149	9	shared	shared	ADJ
impactinged-518	149	10	knowledge	knowledge	NOUN
impactinged-518	149	11	(	(	PUNCT
impactinged-518	149	12	tang	tang	NOUN
impactinged-518	149	13	et	et	PROPN
impactinged-518	149	14	al	al	PROPN
impactinged-518	149	15	.	.	PROPN
impactinged-518	149	16	,	,	PUNCT
impactinged-518	149	17	2024	2024	NUM
impactinged-518	149	18	)	)	PUNCT
impactinged-518	149	19	.	.	PUNCT
impactinged-518	150	1	this	this	DET
impactinged-518	150	2	dialogic	dialogic	ADJ
impactinged-518	150	3	approach	approach	NOUN
impactinged-518	150	4	has	have	VERB
impactinged-518	150	5	particular	particular	ADJ
impactinged-518	150	6	benefits	benefit	NOUN
impactinged-518	150	7	for	for	ADP
impactinged-518	150	8	non	non	ADJ
impactinged-518	150	9	-	-	ADJ
impactinged-518	150	10	traditional	traditional	ADJ
impactinged-518	150	11	students	student	NOUN
impactinged-518	150	12	.	.	PUNCT
impactinged-518	151	1	for	for	ADP
impactinged-518	151	2	those	those	PRON
impactinged-518	151	3	engaged	engage	VERB
impactinged-518	151	4	in	in	ADP
impactinged-518	151	5	full	full	ADJ
impactinged-518	151	6	-	-	PUNCT
impactinged-518	151	7	time	time	NOUN
impactinged-518	151	8	employment	employment	NOUN
impactinged-518	151	9	,	,	PUNCT
impactinged-518	151	10	with	with	ADP
impactinged-518	151	11	families	family	NOUN
impactinged-518	151	12	and	and	CCONJ
impactinged-518	151	13	other	other	ADJ
impactinged-518	151	14	responsibilities	responsibility	NOUN
impactinged-518	151	15	,	,	PUNCT
impactinged-518	151	16	having	have	VERB
impactinged-518	151	17	a	a	DET
impactinged-518	151	18	dialogic	dialogic	ADJ
impactinged-518	151	19	tool	tool	NOUN
impactinged-518	151	20	available	available	ADJ
impactinged-518	151	21	on	on	ADP
impactinged-518	151	22	their	their	PRON
impactinged-518	151	23	schedule	schedule	NOUN
impactinged-518	151	24	mitigates	mitigate	VERB
impactinged-518	151	25	feelings	feeling	NOUN
impactinged-518	151	26	of	of	ADP
impactinged-518	151	27	isolation	isolation	NOUN
impactinged-518	151	28	and	and	CCONJ
impactinged-518	151	29	helplessness	helplessness	NOUN
impactinged-518	151	30	that	that	PRON
impactinged-518	151	31	often	often	ADV
impactinged-518	151	32	arise	arise	VERB
impactinged-518	151	33	when	when	SCONJ
impactinged-518	151	34	working	work	VERB
impactinged-518	151	35	independently	independently	ADV
impactinged-518	151	36	without	without	ADP
impactinged-518	151	37	immediate	immediate	ADJ
impactinged-518	151	38	access	access	NOUN
impactinged-518	151	39	to	to	ADP
impactinged-518	151	40	traditional	traditional	ADJ
impactinged-518	151	41	support	support	NOUN
impactinged-518	151	42	structures	structure	NOUN
impactinged-518	151	43	.	.	PUNCT
impactinged-518	152	1	furthermore	furthermore	ADV
impactinged-518	152	2	,	,	PUNCT
impactinged-518	152	3	for	for	ADP
impactinged-518	152	4	students	student	NOUN
impactinged-518	152	5	experiencing	experience	VERB
impactinged-518	152	6	statistics	statistic	NOUN
impactinged-518	152	7	anxiety	anxiety	NOUN
impactinged-518	152	8	—	—	PUNCT
impactinged-518	152	9	a	a	DET
impactinged-518	152	10	common	common	ADJ
impactinged-518	152	11	fear	fear	NOUN
impactinged-518	152	12	or	or	CCONJ
impactinged-518	152	13	apprehension	apprehension	NOUN
impactinged-518	152	14	about	about	ADP
impactinged-518	152	15	working	work	VERB
impactinged-518	152	16	with	with	ADP
impactinged-518	152	17	statistical	statistical	ADJ
impactinged-518	152	18	concepts	concept	NOUN
impactinged-518	152	19	—	—	PUNCT
impactinged-518	152	20	this	this	DET
impactinged-518	152	21	tool	tool	NOUN
impactinged-518	152	22	provides	provide	VERB
impactinged-518	152	23	real	real	ADJ
impactinged-518	152	24	-	-	PUNCT
impactinged-518	152	25	time	time	NOUN
impactinged-518	152	26	feedback	feedback	NOUN
impactinged-518	152	27	and	and	CCONJ
impactinged-518	152	28	support	support	NOUN
impactinged-518	152	29	as	as	SCONJ
impactinged-518	152	30	they	they	PRON
impactinged-518	152	31	engage	engage	VERB
impactinged-518	152	32	in	in	ADP
impactinged-518	152	33	new	new	ADJ
impactinged-518	152	34	tasks	task	NOUN
impactinged-518	152	35	.	.	PUNCT
impactinged-518	153	1	appropriate	appropriate	ADJ
impactinged-518	153	2	scaffolds	scaffold	NOUN
impactinged-518	153	3	,	,	PUNCT
impactinged-518	153	4	such	such	ADJ
impactinged-518	153	5	as	as	ADP
impactinged-518	153	6	guided	guide	VERB
impactinged-518	153	7	prompts	prompt	NOUN
impactinged-518	153	8	or	or	CCONJ
impactinged-518	153	9	reflective	reflective	ADJ
impactinged-518	153	10	exercises	exercise	NOUN
impactinged-518	153	11	,	,	PUNCT
impactinged-518	153	12	help	help	VERB
impactinged-518	153	13	students	student	NOUN
impactinged-518	153	14	realize	realize	VERB
impactinged-518	153	15	the	the	DET
impactinged-518	153	16	affordances	affordance	NOUN
impactinged-518	153	17	of	of	ADP
impactinged-518	153	18	generative	generative	ADJ
impactinged-518	153	19	ai	ai	PROPN
impactinged-518	153	20	tools	tool	NOUN
impactinged-518	153	21	,	,	PUNCT
impactinged-518	153	22	build	build	VERB
impactinged-518	153	23	understanding	understanding	NOUN
impactinged-518	153	24	and	and	CCONJ
impactinged-518	153	25	efficacy	efficacy	NOUN
impactinged-518	153	26	about	about	ADP
impactinged-518	153	27	their	their	PRON
impactinged-518	153	28	base	base	NOUN
impactinged-518	153	29	knowledge	knowledge	NOUN
impactinged-518	153	30	,	,	PUNCT
impactinged-518	153	31	and	and	CCONJ
impactinged-518	153	32	foster	foster	ADJ
impactinged-518	153	33	long	long	ADJ
impactinged-518	153	34	-	-	PUNCT
impactinged-518	153	35	term	term	NOUN
impactinged-518	153	36	skills	skill	NOUN
impactinged-518	153	37	in	in	ADP
impactinged-518	153	38	critical	critical	ADJ
impactinged-518	153	39	thinking	thinking	NOUN
impactinged-518	153	40	and	and	CCONJ
impactinged-518	153	41	self	self	NOUN
impactinged-518	153	42	-	-	PUNCT
impactinged-518	153	43	directed	direct	VERB
impactinged-518	153	44	learning	learning	NOUN
impactinged-518	153	45	.	.	PUNCT
impactinged-518	154	1	framework	framework	NOUN
impactinged-518	154	2	for	for	ADP
impactinged-518	154	3	generative	generative	ADJ
impactinged-518	154	4	ai	ai	VERB
impactinged-518	154	5	in	in	ADP
impactinged-518	154	6	statistics	statistic	NOUN
impactinged-518	154	7	impacting	impact	VERB
impactinged-518	154	8	education	education	NOUN
impactinged-518	154	9	:	:	PUNCT
impactinged-518	155	1	journal	journal	NOUN
impactinged-518	155	2	on	on	ADP
impactinged-518	155	3	transforming	transform	VERB
impactinged-518	155	4	professional	professional	ADJ
impactinged-518	155	5	practice	practice	NOUN
impactinged-518	155	6	impactinged.pitt.edu	impactinged.pitt.edu	PROPN
impactinged-518	155	7	vol	vol	NOUN
impactinged-518	155	8	.	.	PROPN
impactinged-518	156	1	10	10	NUM
impactinged-518	156	2	no	no	NOUN
impactinged-518	156	3	.	.	NOUN
impactinged-518	156	4	1	1	NUM
impactinged-518	156	5	(	(	PUNCT
impactinged-518	156	6	2025	2025	NUM
impactinged-518	156	7	)	)	PUNCT
impactinged-518	156	8	doi	doi	NOUN
impactinged-518	156	9	10.5195	10.5195	NUM
impactinged-518	156	10	/	/	SYM
impactinged-518	156	11	ie.2025.518	ie.2025.518	NOUN
impactinged-518	156	12	61	61	NUM
impactinged-518	156	13	creating	create	VERB
impactinged-518	156	14	dialogic	dialogic	ADJ
impactinged-518	156	15	scaffolds	scaffold	NOUN
impactinged-518	156	16	faculty	faculty	NOUN
impactinged-518	156	17	members	member	NOUN
impactinged-518	156	18	can	can	AUX
impactinged-518	156	19	support	support	VERB
impactinged-518	156	20	student	student	NOUN
impactinged-518	156	21	learning	learning	NOUN
impactinged-518	156	22	by	by	ADP
impactinged-518	156	23	guiding	guide	VERB
impactinged-518	156	24	them	they	PRON
impactinged-518	156	25	through	through	ADP
impactinged-518	156	26	the	the	DET
impactinged-518	156	27	utility	utility	NOUN
impactinged-518	156	28	of	of	ADP
impactinged-518	156	29	generative	generative	ADJ
impactinged-518	156	30	ai	ai	NOUN
impactinged-518	156	31	tools	tool	NOUN
impactinged-518	156	32	for	for	ADP
impactinged-518	156	33	their	their	PRON
impactinged-518	156	34	dissertation	dissertation	NOUN
impactinged-518	156	35	work	work	NOUN
impactinged-518	156	36	.	.	PUNCT
impactinged-518	157	1	integrating	integrate	VERB
impactinged-518	157	2	ai	ai	VERB
impactinged-518	157	3	dialogue	dialogue	NOUN
impactinged-518	157	4	into	into	ADP
impactinged-518	157	5	the	the	DET
impactinged-518	157	6	curriculum	curriculum	NOUN
impactinged-518	157	7	through	through	ADP
impactinged-518	157	8	discussions	discussion	NOUN
impactinged-518	157	9	,	,	PUNCT
impactinged-518	157	10	group	group	NOUN
impactinged-518	157	11	work	work	NOUN
impactinged-518	157	12	,	,	PUNCT
impactinged-518	157	13	and	and	CCONJ
impactinged-518	157	14	assignments	assignment	NOUN
impactinged-518	157	15	provides	provide	VERB
impactinged-518	157	16	the	the	DET
impactinged-518	157	17	most	most	ADV
impactinged-518	157	18	valuable	valuable	ADJ
impactinged-518	157	19	approach	approach	NOUN
impactinged-518	157	20	.	.	PUNCT
impactinged-518	158	1	instructors	instructor	NOUN
impactinged-518	158	2	should	should	AUX
impactinged-518	158	3	utilize	utilize	VERB
impactinged-518	158	4	both	both	DET
impactinged-518	158	5	the	the	DET
impactinged-518	158	6	course	course	NOUN
impactinged-518	158	7	and	and	CCONJ
impactinged-518	158	8	laboratory	laboratory	NOUN
impactinged-518	158	9	to	to	PART
impactinged-518	158	10	train	train	VERB
impactinged-518	158	11	students	student	NOUN
impactinged-518	158	12	in	in	ADP
impactinged-518	158	13	the	the	DET
impactinged-518	158	14	best	good	ADJ
impactinged-518	158	15	ways	way	NOUN
impactinged-518	158	16	to	to	PART
impactinged-518	158	17	use	use	VERB
impactinged-518	158	18	generative	generative	ADJ
impactinged-518	158	19	ai	ai	NOUN
impactinged-518	158	20	.	.	PUNCT
impactinged-518	159	1	in	in	ADP
impactinged-518	159	2	figure	figure	NOUN
impactinged-518	159	3	1	1	NUM
impactinged-518	159	4	,	,	PUNCT
impactinged-518	159	5	we	we	PRON
impactinged-518	159	6	present	present	VERB
impactinged-518	159	7	examples	example	NOUN
impactinged-518	159	8	of	of	ADP
impactinged-518	159	9	how	how	SCONJ
impactinged-518	159	10	instructors	instructor	NOUN
impactinged-518	159	11	can	can	AUX
impactinged-518	159	12	use	use	VERB
impactinged-518	159	13	ai	ai	ADJ
impactinged-518	159	14	tools	tool	NOUN
impactinged-518	159	15	in	in	ADP
impactinged-518	159	16	the	the	DET
impactinged-518	159	17	classroom	classroom	NOUN
impactinged-518	159	18	to	to	ADP
impactinged-518	159	19	scaffold	scaffold	NOUN
impactinged-518	159	20	students	student	NOUN
impactinged-518	159	21	’	’	PART
impactinged-518	159	22	understanding	understanding	NOUN
impactinged-518	159	23	:	:	PUNCT
impactinged-518	159	24	(	(	PUNCT
impactinged-518	159	25	a	a	X
impactinged-518	159	26	)	)	PUNCT
impactinged-518	159	27	writing	writing	NOUN
impactinged-518	159	28	and	and	CCONJ
impactinged-518	159	29	refining	refine	VERB
impactinged-518	159	30	research	research	NOUN
impactinged-518	159	31	questions	question	NOUN
impactinged-518	159	32	,	,	PUNCT
impactinged-518	159	33	(	(	PUNCT
impactinged-518	159	34	b	b	X
impactinged-518	159	35	)	)	PUNCT
impactinged-518	159	36	planning	planning	NOUN
impactinged-518	159	37	data	datum	NOUN
impactinged-518	159	38	analysis	analysis	NOUN
impactinged-518	159	39	,	,	PUNCT
impactinged-518	159	40	(	(	PUNCT
impactinged-518	159	41	c	c	X
impactinged-518	159	42	)	)	PUNCT
impactinged-518	159	43	interpreting	interpret	VERB
impactinged-518	159	44	statistics	statistic	NOUN
impactinged-518	159	45	,	,	PUNCT
impactinged-518	159	46	and	and	CCONJ
impactinged-518	159	47	(	(	PUNCT
impactinged-518	159	48	d	d	X
impactinged-518	159	49	)	)	PUNCT
impactinged-518	159	50	contextualizing	contextualize	VERB
impactinged-518	159	51	findings	finding	NOUN
impactinged-518	159	52	.	.	PUNCT
impactinged-518	160	1	this	this	DET
impactinged-518	160	2	wideranging	wideranging	NOUN
impactinged-518	160	3	process	process	NOUN
impactinged-518	160	4	offers	offer	VERB
impactinged-518	160	5	various	various	ADJ
impactinged-518	160	6	opportunities	opportunity	NOUN
impactinged-518	160	7	to	to	PART
impactinged-518	160	8	incorporate	incorporate	VERB
impactinged-518	161	1	ai	ai	NOUN
impactinged-518	161	2	activities	activity	NOUN
impactinged-518	161	3	that	that	PRON
impactinged-518	161	4	enhance	enhance	VERB
impactinged-518	161	5	students	student	NOUN
impactinged-518	161	6	’	’	PART
impactinged-518	161	7	understanding	understanding	NOUN
impactinged-518	161	8	and	and	CCONJ
impactinged-518	161	9	development	development	NOUN
impactinged-518	161	10	throughout	throughout	ADP
impactinged-518	161	11	the	the	DET
impactinged-518	161	12	data	data	NOUN
impactinged-518	161	13	analysis	analysis	NOUN
impactinged-518	161	14	and	and	CCONJ
impactinged-518	161	15	interpretation	interpretation	NOUN
impactinged-518	161	16	process	process	NOUN
impactinged-518	161	17	.	.	PUNCT
impactinged-518	162	1	figure	figure	NOUN
impactinged-518	162	2	1	1	NUM
impactinged-518	162	3	.	.	PUNCT
impactinged-518	163	1	centering	center	VERB
impactinged-518	163	2	ai	ai	PROPN
impactinged-518	163	3	dialogue	dialogue	NOUN
impactinged-518	163	4	for	for	ADP
impactinged-518	163	5	students	student	NOUN
impactinged-518	163	6	examining	examine	VERB
impactinged-518	163	7	a	a	DET
impactinged-518	163	8	problem	problem	NOUN
impactinged-518	163	9	of	of	ADP
impactinged-518	163	10	practice	practice	NOUN
impactinged-518	163	11	as	as	SCONJ
impactinged-518	163	12	students	student	NOUN
impactinged-518	163	13	prepare	prepare	VERB
impactinged-518	163	14	to	to	PART
impactinged-518	163	15	design	design	VERB
impactinged-518	163	16	their	their	PRON
impactinged-518	163	17	research	research	NOUN
impactinged-518	163	18	study	study	NOUN
impactinged-518	164	1	,	,	PUNCT
impactinged-518	164	2	course	course	NOUN
impactinged-518	164	3	instructors	instructor	NOUN
impactinged-518	164	4	should	should	AUX
impactinged-518	164	5	scaffold	scaffold	VERB
impactinged-518	164	6	and	and	CCONJ
impactinged-518	164	7	model	model	VERB
impactinged-518	164	8	effective	effective	ADJ
impactinged-518	164	9	dialogue	dialogue	NOUN
impactinged-518	164	10	with	with	ADP
impactinged-518	164	11	generative	generative	ADJ
impactinged-518	164	12	ai	ai	PROPN
impactinged-518	164	13	tools	tool	NOUN
impactinged-518	164	14	.	.	PUNCT
impactinged-518	165	1	one	one	NUM
impactinged-518	165	2	of	of	ADP
impactinged-518	165	3	the	the	DET
impactinged-518	165	4	first	first	ADJ
impactinged-518	165	5	challenges	challenge	NOUN
impactinged-518	165	6	involves	involve	VERB
impactinged-518	165	7	awareness	awareness	NOUN
impactinged-518	165	8	of	of	ADP
impactinged-518	165	9	the	the	DET
impactinged-518	165	10	different	different	ADJ
impactinged-518	165	11	available	available	ADJ
impactinged-518	165	12	tools	tool	NOUN
impactinged-518	165	13	and	and	CCONJ
impactinged-518	165	14	choosing	choose	VERB
impactinged-518	165	15	among	among	ADP
impactinged-518	165	16	them	they	PRON
impactinged-518	165	17	.	.	PUNCT
impactinged-518	166	1	faculty	faculty	NOUN
impactinged-518	166	2	members	member	NOUN
impactinged-518	166	3	should	should	AUX
impactinged-518	166	4	clarify	clarify	VERB
impactinged-518	166	5	that	that	SCONJ
impactinged-518	166	6	many	many	ADJ
impactinged-518	166	7	generative	generative	ADJ
impactinged-518	166	8	ai	ai	VERB
impactinged-518	166	9	tools	tool	NOUN
impactinged-518	166	10	exist	exist	VERB
impactinged-518	166	11	,	,	PUNCT
impactinged-518	166	12	and	and	CCONJ
impactinged-518	166	13	the	the	DET
impactinged-518	166	14	field	field	NOUN
impactinged-518	166	15	evolves	evolve	VERB
impactinged-518	166	16	quickly	quickly	ADV
impactinged-518	166	17	.	.	PUNCT
impactinged-518	167	1	much	much	ADV
impactinged-518	167	2	like	like	ADP
impactinged-518	167	3	choosing	choose	VERB
impactinged-518	167	4	between	between	ADP
impactinged-518	167	5	mac	mac	PROPN
impactinged-518	167	6	or	or	CCONJ
impactinged-518	167	7	pc	pc	NOUN
impactinged-518	167	8	,	,	PUNCT
impactinged-518	167	9	individuals	individual	NOUN
impactinged-518	167	10	will	will	AUX
impactinged-518	167	11	have	have	VERB
impactinged-518	167	12	preferences	preference	NOUN
impactinged-518	167	13	;	;	PUNCT
impactinged-518	167	14	however	however	ADV
impactinged-518	167	15	,	,	PUNCT
impactinged-518	167	16	each	each	DET
impactinged-518	167	17	tool	tool	NOUN
impactinged-518	167	18	has	have	VERB
impactinged-518	167	19	strengths	strength	NOUN
impactinged-518	167	20	and	and	CCONJ
impactinged-518	167	21	weaknesses	weakness	NOUN
impactinged-518	167	22	.	.	PUNCT
impactinged-518	168	1	students	student	NOUN
impactinged-518	168	2	should	should	AUX
impactinged-518	168	3	identify	identify	VERB
impactinged-518	168	4	the	the	DET
impactinged-518	168	5	tool(s	tool(s	NOUN
impactinged-518	168	6	)	)	PUNCT
impactinged-518	168	7	they	they	PRON
impactinged-518	168	8	use	use	VERB
impactinged-518	168	9	or	or	CCONJ
impactinged-518	168	10	compare	compare	VERB
impactinged-518	168	11	responses	response	NOUN
impactinged-518	168	12	from	from	ADP
impactinged-518	168	13	multiple	multiple	ADJ
impactinged-518	168	14	tools	tool	NOUN
impactinged-518	168	15	to	to	PART
impactinged-518	168	16	evaluate	evaluate	VERB
impactinged-518	168	17	the	the	DET
impactinged-518	168	18	outputs.1	outputs.1	PROPN
impactinged-518	168	19	prompt	prompt	ADJ
impactinged-518	168	20	engineering	engineering	NOUN
impactinged-518	168	21	,	,	PUNCT
impactinged-518	168	22	or	or	CCONJ
impactinged-518	168	23	structuring	structure	VERB
impactinged-518	168	24	conversations	conversation	NOUN
impactinged-518	168	25	with	with	ADP
impactinged-518	168	26	the	the	DET
impactinged-518	168	27	tool	tool	NOUN
impactinged-518	168	28	,	,	PUNCT
impactinged-518	168	29	should	should	AUX
impactinged-518	168	30	develop	develop	VERB
impactinged-518	168	31	a	a	DET
impactinged-518	168	32	conceptual	conceptual	ADJ
impactinged-518	168	33	understanding	understanding	NOUN
impactinged-518	168	34	that	that	PRON
impactinged-518	168	35	facilitates	facilitate	VERB
impactinged-518	168	36	computational	computational	ADJ
impactinged-518	168	37	knowledge	knowledge	NOUN
impactinged-518	168	38	with	with	ADP
impactinged-518	168	39	ai	ai	PRON
impactinged-518	168	40	assistance	assistance	NOUN
impactinged-518	168	41	(	(	PUNCT
impactinged-518	168	42	zamfirescu	zamfirescu	PROPN
impactinged-518	168	43	-	-	PUNCT
impactinged-518	168	44	pereira	pereira	PROPN
impactinged-518	168	45	,	,	PUNCT
impactinged-518	168	46	et	et	PROPN
impactinged-518	168	47	al	al	PROPN
impactinged-518	168	48	.	.	PROPN
impactinged-518	168	49	,	,	PUNCT
impactinged-518	168	50	2023	2023	NUM
impactinged-518	168	51	)	)	PUNCT
impactinged-518	168	52	.	.	PUNCT
impactinged-518	169	1	users	user	NOUN
impactinged-518	169	2	must	must	AUX
impactinged-518	169	3	guide	guide	VERB
impactinged-518	169	4	the	the	DET
impactinged-518	169	5	dialogue	dialogue	NOUN
impactinged-518	169	6	,	,	PUNCT
impactinged-518	169	7	which	which	PRON
impactinged-518	169	8	may	may	AUX
impactinged-518	169	9	include	include	VERB
impactinged-518	169	10	asking	ask	VERB
impactinged-518	169	11	for	for	ADP
impactinged-518	169	12	clarification	clarification	NOUN
impactinged-518	169	13	or	or	CCONJ
impactinged-518	169	14	correcting	correct	VERB
impactinged-518	169	15	miscommunicated	miscommunicate	VERB
impactinged-518	169	16	information	information	NOUN
impactinged-518	169	17	.	.	PUNCT
impactinged-518	170	1	students	student	NOUN
impactinged-518	170	2	must	must	AUX
impactinged-518	170	3	rely	rely	VERB
impactinged-518	170	4	on	on	ADP
impactinged-518	170	5	their	their	PRON
impactinged-518	170	6	base	base	ADJ
impactinged-518	170	7	knowledge	knowledge	NOUN
impactinged-518	170	8	to	to	PART
impactinged-518	170	9	design	design	VERB
impactinged-518	170	10	appropriate	appropriate	ADJ
impactinged-518	170	11	prompts	prompt	NOUN
impactinged-518	170	12	1	1	NUM
impactinged-518	170	13	at	at	ADP
impactinged-518	170	14	the	the	DET
impactinged-518	170	15	time	time	NOUN
impactinged-518	170	16	of	of	ADP
impactinged-518	170	17	this	this	DET
impactinged-518	170	18	publication	publication	NOUN
impactinged-518	170	19	,	,	PUNCT
impactinged-518	170	20	claude	claude	PROPN
impactinged-518	170	21	is	be	AUX
impactinged-518	170	22	known	know	VERB
impactinged-518	170	23	for	for	ADP
impactinged-518	170	24	its	its	PRON
impactinged-518	170	25	performance	performance	NOUN
impactinged-518	170	26	in	in	ADP
impactinged-518	170	27	mathematics	mathematic	NOUN
impactinged-518	170	28	and	and	CCONJ
impactinged-518	170	29	coding	code	VERB
impactinged-518	170	30	responses	response	NOUN
impactinged-518	170	31	;	;	PUNCT
impactinged-518	170	32	however	however	ADV
impactinged-518	170	33	,	,	PUNCT
impactinged-518	170	34	it	it	PRON
impactinged-518	170	35	has	have	AUX
impactinged-518	170	36	only	only	ADV
impactinged-518	170	37	been	be	AUX
impactinged-518	170	38	available	available	ADJ
impactinged-518	170	39	in	in	ADP
impactinged-518	170	40	the	the	DET
impactinged-518	170	41	us	us	PROPN
impactinged-518	170	42	and	and	CCONJ
impactinged-518	170	43	uk	uk	PROPN
impactinged-518	170	44	.	.	PROPN
impactinged-518	171	1	that	that	PRON
impactinged-518	171	2	produce	produce	VERB
impactinged-518	171	3	the	the	DET
impactinged-518	171	4	most	most	ADV
impactinged-518	171	5	suitable	suitable	ADJ
impactinged-518	171	6	output	output	NOUN
impactinged-518	171	7	.	.	PUNCT
impactinged-518	172	1	with	with	ADP
impactinged-518	172	2	each	each	DET
impactinged-518	172	3	exercise	exercise	NOUN
impactinged-518	172	4	,	,	PUNCT
impactinged-518	172	5	students	student	NOUN
impactinged-518	172	6	can	can	AUX
impactinged-518	172	7	build	build	VERB
impactinged-518	172	8	their	their	PRON
impactinged-518	172	9	efficacy	efficacy	NOUN
impactinged-518	172	10	as	as	ADP
impactinged-518	172	11	prompt	prompt	ADJ
impactinged-518	172	12	engineers	engineer	NOUN
impactinged-518	172	13	and	and	CCONJ
impactinged-518	172	14	learn	learn	VERB
impactinged-518	172	15	how	how	SCONJ
impactinged-518	172	16	to	to	PART
impactinged-518	172	17	best	well	ADV
impactinged-518	172	18	engage	engage	VERB
impactinged-518	172	19	the	the	DET
impactinged-518	172	20	ai	ai	ADJ
impactinged-518	172	21	tool	tool	NOUN
impactinged-518	172	22	in	in	ADP
impactinged-518	172	23	dialogue	dialogue	NOUN
impactinged-518	172	24	around	around	ADP
impactinged-518	172	25	their	their	PRON
impactinged-518	172	26	area	area	NOUN
impactinged-518	172	27	of	of	ADP
impactinged-518	172	28	inquiry	inquiry	NOUN
impactinged-518	172	29	.	.	PUNCT
impactinged-518	173	1	we	we	PRON
impactinged-518	173	2	illustrate	illustrate	VERB
impactinged-518	173	3	the	the	DET
impactinged-518	173	4	process	process	NOUN
impactinged-518	173	5	using	use	VERB
impactinged-518	173	6	an	an	DET
impactinged-518	173	7	example	example	NOUN
impactinged-518	173	8	of	of	ADP
impactinged-518	173	9	dialogue	dialogue	NOUN
impactinged-518	173	10	about	about	ADP
impactinged-518	173	11	writing	write	VERB
impactinged-518	173	12	research	research	NOUN
impactinged-518	173	13	questions	question	NOUN
impactinged-518	173	14	.	.	PUNCT
impactinged-518	174	1	often	often	ADV
impactinged-518	174	2	the	the	DET
impactinged-518	174	3	first	first	ADJ
impactinged-518	174	4	step	step	NOUN
impactinged-518	174	5	in	in	ADP
impactinged-518	174	6	the	the	DET
impactinged-518	174	7	research	research	NOUN
impactinged-518	174	8	process	process	NOUN
impactinged-518	174	9	,	,	PUNCT
impactinged-518	174	10	developing	develop	VERB
impactinged-518	174	11	research	research	NOUN
impactinged-518	174	12	questions	question	NOUN
impactinged-518	174	13	,	,	PUNCT
impactinged-518	174	14	frequently	frequently	ADV
impactinged-518	174	15	challenges	challenge	VERB
impactinged-518	174	16	novice	novice	NOUN
impactinged-518	174	17	research	research	NOUN
impactinged-518	174	18	students	student	NOUN
impactinged-518	174	19	.	.	PUNCT
impactinged-518	175	1	creating	create	VERB
impactinged-518	175	2	a	a	DET
impactinged-518	175	3	question	question	NOUN
impactinged-518	175	4	appropriate	appropriate	ADJ
impactinged-518	175	5	in	in	ADP
impactinged-518	175	6	scope	scope	NOUN
impactinged-518	175	7	,	,	PUNCT
impactinged-518	175	8	clearly	clearly	ADV
impactinged-518	175	9	articulated	articulated	ADJ
impactinged-518	175	10	,	,	PUNCT
impactinged-518	175	11	and	and	CCONJ
impactinged-518	175	12	researchable	researchable	ADJ
impactinged-518	175	13	often	often	ADV
impactinged-518	175	14	requires	require	VERB
impactinged-518	175	15	iteration	iteration	NOUN
impactinged-518	175	16	.	.	PUNCT
impactinged-518	176	1	encouraging	encourage	VERB
impactinged-518	176	2	students	student	NOUN
impactinged-518	176	3	to	to	PART
impactinged-518	176	4	engage	engage	VERB
impactinged-518	176	5	in	in	ADP
impactinged-518	176	6	iterative	iterative	ADJ
impactinged-518	176	7	work	work	NOUN
impactinged-518	176	8	on	on	ADP
impactinged-518	176	9	their	their	PRON
impactinged-518	176	10	questions	question	NOUN
impactinged-518	176	11	with	with	ADP
impactinged-518	176	12	ai	ai	PRON
impactinged-518	176	13	tool	tool	NOUN
impactinged-518	176	14	support	support	NOUN
impactinged-518	176	15	provides	provide	VERB
impactinged-518	176	16	opportunities	opportunity	NOUN
impactinged-518	176	17	to	to	PART
impactinged-518	176	18	practice	practice	VERB
impactinged-518	176	19	dialogue	dialogue	NOUN
impactinged-518	176	20	and	and	CCONJ
impactinged-518	176	21	engage	engage	VERB
impactinged-518	176	22	in	in	ADP
impactinged-518	176	23	metacognitive	metacognitive	ADJ
impactinged-518	176	24	processes	process	NOUN
impactinged-518	176	25	to	to	PART
impactinged-518	176	26	monitor	monitor	VERB
impactinged-518	176	27	progress	progress	NOUN
impactinged-518	176	28	.	.	PUNCT
impactinged-518	177	1	students	student	NOUN
impactinged-518	177	2	must	must	AUX
impactinged-518	177	3	explain	explain	VERB
impactinged-518	177	4	the	the	DET
impactinged-518	177	5	context	context	NOUN
impactinged-518	177	6	and	and	CCONJ
impactinged-518	177	7	purpose	purpose	NOUN
impactinged-518	177	8	of	of	ADP
impactinged-518	177	9	their	their	PRON
impactinged-518	177	10	study	study	NOUN
impactinged-518	177	11	to	to	ADP
impactinged-518	177	12	the	the	DET
impactinged-518	177	13	tool	tool	NOUN
impactinged-518	177	14	,	,	PUNCT
impactinged-518	177	15	often	often	ADV
impactinged-518	177	16	requiring	require	VERB
impactinged-518	177	17	clear	clear	ADJ
impactinged-518	177	18	articulation	articulation	NOUN
impactinged-518	177	19	of	of	ADP
impactinged-518	177	20	their	their	PRON
impactinged-518	177	21	pop	pop	NOUN
impactinged-518	177	22	and	and	CCONJ
impactinged-518	177	23	the	the	DET
impactinged-518	177	24	ability	ability	NOUN
impactinged-518	177	25	to	to	PART
impactinged-518	177	26	clarify	clarify	VERB
impactinged-518	177	27	murky	murky	ADJ
impactinged-518	177	28	points	point	NOUN
impactinged-518	177	29	.	.	PUNCT
impactinged-518	178	1	as	as	SCONJ
impactinged-518	178	2	they	they	PRON
impactinged-518	178	3	develop	develop	VERB
impactinged-518	178	4	their	their	PRON
impactinged-518	178	5	research	research	NOUN
impactinged-518	178	6	questions	question	NOUN
impactinged-518	178	7	,	,	PUNCT
impactinged-518	178	8	students	student	NOUN
impactinged-518	178	9	must	must	AUX
impactinged-518	178	10	state	state	VERB
impactinged-518	178	11	what	what	PRON
impactinged-518	178	12	they	they	PRON
impactinged-518	178	13	know	know	VERB
impactinged-518	178	14	and	and	CCONJ
impactinged-518	178	15	how	how	SCONJ
impactinged-518	178	16	they	they	PRON
impactinged-518	178	17	think	think	VERB
impactinged-518	178	18	about	about	ADP
impactinged-518	178	19	the	the	DET
impactinged-518	178	20	concepts	concept	NOUN
impactinged-518	178	21	.	.	PUNCT
impactinged-518	179	1	class	class	NOUN
impactinged-518	179	2	discussions	discussion	NOUN
impactinged-518	179	3	about	about	ADP
impactinged-518	179	4	using	use	VERB
impactinged-518	179	5	ai	ai	VERB
impactinged-518	179	6	to	to	PART
impactinged-518	179	7	iterate	iterate	VERB
impactinged-518	179	8	research	research	NOUN
impactinged-518	179	9	questions	question	NOUN
impactinged-518	179	10	help	help	VERB
impactinged-518	179	11	students	student	NOUN
impactinged-518	179	12	explain	explain	VERB
impactinged-518	179	13	their	their	PRON
impactinged-518	179	14	thinking	thinking	NOUN
impactinged-518	179	15	.	.	PUNCT
impactinged-518	180	1	to	to	PART
impactinged-518	180	2	aid	aid	VERB
impactinged-518	180	3	students	student	NOUN
impactinged-518	180	4	in	in	ADP
impactinged-518	180	5	this	this	DET
impactinged-518	180	6	work	work	NOUN
impactinged-518	180	7	,	,	PUNCT
impactinged-518	180	8	faculty	faculty	NOUN
impactinged-518	180	9	members	member	NOUN
impactinged-518	180	10	should	should	AUX
impactinged-518	180	11	consider	consider	VERB
impactinged-518	180	12	the	the	DET
impactinged-518	180	13	following	follow	VERB
impactinged-518	180	14	questions	question	NOUN
impactinged-518	180	15	to	to	PART
impactinged-518	180	16	guide	guide	VERB
impactinged-518	180	17	class	class	NOUN
impactinged-518	180	18	discussion	discussion	NOUN
impactinged-518	180	19	:	:	PUNCT
impactinged-518	181	1	1	1	X
impactinged-518	181	2	.	.	X
impactinged-518	182	1	what	what	PRON
impactinged-518	182	2	did	do	AUX
impactinged-518	182	3	you	you	PRON
impactinged-518	182	4	learn	learn	VERB
impactinged-518	182	5	about	about	ADP
impactinged-518	182	6	writing	write	VERB
impactinged-518	182	7	research	research	NOUN
impactinged-518	182	8	questions	question	NOUN
impactinged-518	182	9	?	?	PUNCT
impactinged-518	183	1	2	2	X
impactinged-518	183	2	.	.	X
impactinged-518	183	3	how	how	SCONJ
impactinged-518	183	4	did	do	AUX
impactinged-518	183	5	your	your	PRON
impactinged-518	183	6	research	research	NOUN
impactinged-518	183	7	question(s	question(s	PROPN
impactinged-518	183	8	)	)	PUNCT
impactinged-518	183	9	evolve	evolve	VERB
impactinged-518	183	10	in	in	ADP
impactinged-518	183	11	dialogue	dialogue	NOUN
impactinged-518	183	12	with	with	ADP
impactinged-518	183	13	the	the	DET
impactinged-518	183	14	ai	ai	NOUN
impactinged-518	183	15	tool	tool	NOUN
impactinged-518	183	16	?	?	PUNCT
impactinged-518	184	1	3	3	X
impactinged-518	184	2	.	.	X
impactinged-518	185	1	what	what	DET
impactinged-518	185	2	process	process	NOUN
impactinged-518	185	3	did	do	AUX
impactinged-518	185	4	you	you	PRON
impactinged-518	185	5	use	use	VERB
impactinged-518	185	6	to	to	PART
impactinged-518	185	7	assess	assess	VERB
impactinged-518	185	8	or	or	CCONJ
impactinged-518	185	9	verify	verify	VERB
impactinged-518	185	10	the	the	DET
impactinged-518	185	11	information	information	NOUN
impactinged-518	185	12	provided	provide	VERB
impactinged-518	185	13	by	by	ADP
impactinged-518	185	14	the	the	DET
impactinged-518	185	15	ai	ai	NOUN
impactinged-518	185	16	tool	tool	NOUN
impactinged-518	185	17	?	?	PUNCT
impactinged-518	186	1	4	4	X
impactinged-518	186	2	.	.	X
impactinged-518	186	3	how	how	SCONJ
impactinged-518	186	4	would	would	AUX
impactinged-518	186	5	you	you	PRON
impactinged-518	186	6	guide	guide	VERB
impactinged-518	186	7	another	another	DET
impactinged-518	186	8	student	student	NOUN
impactinged-518	186	9	through	through	ADP
impactinged-518	186	10	your	your	PRON
impactinged-518	186	11	process	process	NOUN
impactinged-518	186	12	?	?	PUNCT
impactinged-518	187	1	5	5	X
impactinged-518	187	2	.	.	X
impactinged-518	187	3	considering	consider	VERB
impactinged-518	187	4	your	your	PRON
impactinged-518	187	5	research	research	NOUN
impactinged-518	187	6	questions	question	NOUN
impactinged-518	187	7	,	,	PUNCT
impactinged-518	187	8	what	what	PRON
impactinged-518	187	9	would	would	AUX
impactinged-518	187	10	be	be	AUX
impactinged-518	187	11	the	the	DET
impactinged-518	187	12	best	good	ADJ
impactinged-518	187	13	approach	approach	NOUN
impactinged-518	187	14	for	for	ADP
impactinged-518	187	15	your	your	PRON
impactinged-518	187	16	data	data	NOUN
impactinged-518	187	17	analysis	analysis	NOUN
impactinged-518	187	18	?	?	PUNCT
impactinged-518	188	1	as	as	SCONJ
impactinged-518	188	2	students	student	NOUN
impactinged-518	188	3	familiarize	familiarize	VERB
impactinged-518	188	4	themselves	themselves	PRON
impactinged-518	188	5	with	with	ADP
impactinged-518	188	6	the	the	DET
impactinged-518	188	7	dialogic	dialogic	ADJ
impactinged-518	188	8	process	process	NOUN
impactinged-518	188	9	,	,	PUNCT
impactinged-518	188	10	faculty	faculty	NOUN
impactinged-518	188	11	members	member	NOUN
impactinged-518	188	12	can	can	AUX
impactinged-518	188	13	guide	guide	VERB
impactinged-518	188	14	discussions	discussion	NOUN
impactinged-518	188	15	toward	toward	ADP
impactinged-518	188	16	data	datum	NOUN
impactinged-518	188	17	analysis	analysis	NOUN
impactinged-518	188	18	and	and	CCONJ
impactinged-518	188	19	how	how	SCONJ
impactinged-518	188	20	to	to	PART
impactinged-518	188	21	use	use	VERB
impactinged-518	188	22	generative	generative	NOUN
impactinged-518	188	23	ai	ai	VERB
impactinged-518	188	24	in	in	ADP
impactinged-518	188	25	learning	learn	VERB
impactinged-518	188	26	statistical	statistical	ADJ
impactinged-518	188	27	software	software	NOUN
impactinged-518	188	28	.	.	PUNCT
impactinged-518	189	1	current	current	ADJ
impactinged-518	189	2	generative	generative	ADJ
impactinged-518	189	3	ai	ai	PROPN
impactinged-518	189	4	tools	tool	NOUN
impactinged-518	189	5	,	,	PUNCT
impactinged-518	189	6	such	such	ADJ
impactinged-518	189	7	as	as	ADP
impactinged-518	189	8	claude	claude	PROPN
impactinged-518	189	9	ai	ai	VERB
impactinged-518	189	10	,	,	PUNCT
impactinged-518	189	11	chatgpt	chatgpt	NOUN
impactinged-518	189	12	,	,	PUNCT
impactinged-518	189	13	and	and	CCONJ
impactinged-518	189	14	gemini	gemini	PROPN
impactinged-518	189	15	,	,	PUNCT
impactinged-518	189	16	can	can	AUX
impactinged-518	189	17	quickly	quickly	ADV
impactinged-518	189	18	and	and	CCONJ
impactinged-518	189	19	accurately	accurately	ADV
impactinged-518	189	20	provide	provide	VERB
impactinged-518	189	21	code	code	NOUN
impactinged-518	189	22	or	or	CCONJ
impactinged-518	189	23	procedures	procedure	NOUN
impactinged-518	189	24	for	for	ADP
impactinged-518	189	25	statistical	statistical	ADJ
impactinged-518	189	26	analyses	analysis	NOUN
impactinged-518	189	27	across	across	ADP
impactinged-518	189	28	most	most	ADJ
impactinged-518	189	29	common	common	ADJ
impactinged-518	189	30	statistical	statistical	ADJ
impactinged-518	189	31	software	software	NOUN
impactinged-518	189	32	packages	package	NOUN
impactinged-518	189	33	,	,	PUNCT
impactinged-518	189	34	including	include	VERB
impactinged-518	189	35	r	r	NOUN
impactinged-518	189	36	,	,	PUNCT
impactinged-518	189	37	python	python	PROPN
impactinged-518	189	38	,	,	PUNCT
impactinged-518	189	39	spss	spss	PROPN
impactinged-518	189	40	,	,	PUNCT
impactinged-518	189	41	stata	stata	NOUN
impactinged-518	189	42	,	,	PUNCT
impactinged-518	189	43	and	and	CCONJ
impactinged-518	189	44	sas	sas	PROPN
impactinged-518	189	45	.	.	PUNCT
impactinged-518	190	1	bridging	bridge	VERB
impactinged-518	190	2	the	the	DET
impactinged-518	190	3	learning	learning	NOUN
impactinged-518	190	4	gap	gap	NOUN
impactinged-518	190	5	for	for	ADP
impactinged-518	190	6	using	use	VERB
impactinged-518	190	7	statistical	statistical	ADJ
impactinged-518	190	8	software	software	NOUN
impactinged-518	190	9	figure	figure	NOUN
impactinged-518	190	10	2	2	NUM
impactinged-518	190	11	illustrates	illustrate	VERB
impactinged-518	190	12	a	a	DET
impactinged-518	190	13	framework	framework	NOUN
impactinged-518	190	14	for	for	ADP
impactinged-518	190	15	bridging	bridge	VERB
impactinged-518	190	16	the	the	DET
impactinged-518	190	17	software	software	NOUN
impactinged-518	190	18	learning	learn	VERB
impactinged-518	190	19	gap	gap	NOUN
impactinged-518	190	20	for	for	ADP
impactinged-518	190	21	statistical	statistical	ADJ
impactinged-518	190	22	data	datum	NOUN
impactinged-518	190	23	analysis	analysis	NOUN
impactinged-518	190	24	.	.	PUNCT
impactinged-518	191	1	using	use	VERB
impactinged-518	191	2	this	this	DET
impactinged-518	191	3	framework	framework	NOUN
impactinged-518	191	4	,	,	PUNCT
impactinged-518	191	5	novice	novice	NOUN
impactinged-518	191	6	researchers	researcher	NOUN
impactinged-518	191	7	can	can	AUX
impactinged-518	191	8	use	use	VERB
impactinged-518	191	9	generative	generative	NOUN
impactinged-518	191	10	ai	ai	VERB
impactinged-518	191	11	to	to	PART
impactinged-518	191	12	easily	easily	ADV
impactinged-518	191	13	navigate	navigate	VERB
impactinged-518	191	14	statistical	statistical	ADJ
impactinged-518	191	15	analysis	analysis	NOUN
impactinged-518	191	16	in	in	ADP
impactinged-518	191	17	any	any	DET
impactinged-518	191	18	commonly	commonly	ADV
impactinged-518	191	19	used	use	VERB
impactinged-518	191	20	statistical	statistical	ADJ
impactinged-518	191	21	software	software	NOUN
impactinged-518	191	22	package	package	NOUN
impactinged-518	191	23	.	.	PUNCT
impactinged-518	192	1	the	the	DET
impactinged-518	192	2	articulation	articulation	NOUN
impactinged-518	192	3	of	of	ADP
impactinged-518	192	4	this	this	DET
impactinged-518	192	5	process	process	NOUN
impactinged-518	192	6	,	,	PUNCT
impactinged-518	192	7	which	which	PRON
impactinged-518	192	8	often	often	ADV
impactinged-518	192	9	becomes	become	VERB
impactinged-518	192	10	rote	rote	ADJ
impactinged-518	192	11	memory	memory	NOUN
impactinged-518	192	12	through	through	ADP
impactinged-518	192	13	repetition	repetition	NOUN
impactinged-518	192	14	,	,	PUNCT
impactinged-518	192	15	highlights	highlight	VERB
impactinged-518	192	16	the	the	DET
impactinged-518	192	17	affordances	affordance	NOUN
impactinged-518	192	18	ai	ai	VERB
impactinged-518	192	19	tools	tool	NOUN
impactinged-518	192	20	provide	provide	VERB
impactinged-518	192	21	for	for	ADP
impactinged-518	192	22	novices	novice	NOUN
impactinged-518	192	23	in	in	ADP
impactinged-518	192	24	the	the	DET
impactinged-518	192	25	learning	learning	NOUN
impactinged-518	192	26	process	process	NOUN
impactinged-518	192	27	.	.	PUNCT
impactinged-518	193	1	by	by	ADP
impactinged-518	193	2	beginning	begin	VERB
impactinged-518	193	3	with	with	ADP
impactinged-518	193	4	a	a	DET
impactinged-518	193	5	clear	clear	ADJ
impactinged-518	193	6	articulation	articulation	NOUN
impactinged-518	193	7	of	of	ADP
impactinged-518	193	8	one	one	NUM
impactinged-518	193	9	or	or	CCONJ
impactinged-518	193	10	more	more	ADJ
impactinged-518	193	11	research	research	NOUN
impactinged-518	193	12	questions	question	NOUN
impactinged-518	193	13	,	,	PUNCT
impactinged-518	193	14	students	student	NOUN
impactinged-518	193	15	employ	employ	VERB
impactinged-518	193	16	metacognitive	metacognitive	ADJ
impactinged-518	193	17	processes	process	NOUN
impactinged-518	193	18	as	as	SCONJ
impactinged-518	193	19	they	they	PRON
impactinged-518	193	20	engage	engage	VERB
impactinged-518	193	21	in	in	ADP
impactinged-518	193	22	a	a	DET
impactinged-518	193	23	dialogue	dialogue	NOUN
impactinged-518	193	24	about	about	ADP
impactinged-518	193	25	the	the	DET
impactinged-518	193	26	strategic	strategic	ADJ
impactinged-518	193	27	method	method	NOUN
impactinged-518	193	28	of	of	ADP
impactinged-518	193	29	analyzing	analyze	VERB
impactinged-518	193	30	their	their	PRON
impactinged-518	193	31	data	datum	NOUN
impactinged-518	193	32	with	with	ADP
impactinged-518	193	33	a	a	DET
impactinged-518	193	34	purpose	purpose	NOUN
impactinged-518	193	35	.	.	PUNCT
impactinged-518	194	1	the	the	DET
impactinged-518	194	2	process	process	NOUN
impactinged-518	194	3	then	then	ADV
impactinged-518	194	4	moves	move	VERB
impactinged-518	194	5	into	into	ADP
impactinged-518	194	6	identifying	identify	VERB
impactinged-518	194	7	the	the	DET
impactinged-518	194	8	most	most	ADV
impactinged-518	194	9	appropriate	appropriate	ADJ
impactinged-518	194	10	statistical	statistical	ADJ
impactinged-518	194	11	test	test	NOUN
impactinged-518	194	12	,	,	PUNCT
impactinged-518	194	13	requiring	require	VERB
impactinged-518	194	14	students	student	NOUN
impactinged-518	194	15	to	to	PART
impactinged-518	194	16	draw	draw	VERB
impactinged-518	194	17	upon	upon	SCONJ
impactinged-518	194	18	their	their	PRON
impactinged-518	194	19	base	base	ADJ
impactinged-518	194	20	knowledge	knowledge	NOUN
impactinged-518	194	21	about	about	ADP
impactinged-518	194	22	statistical	statistical	ADJ
impactinged-518	194	23	tests	test	NOUN
impactinged-518	194	24	as	as	SCONJ
impactinged-518	194	25	they	they	PRON
impactinged-518	194	26	choose	choose	VERB
impactinged-518	194	27	.	.	PUNCT
impactinged-518	195	1	although	although	SCONJ
impactinged-518	195	2	the	the	DET
impactinged-518	195	3	ai	ai	NOUN
impactinged-518	195	4	tool	tool	NOUN
impactinged-518	195	5	provides	provide	VERB
impactinged-518	195	6	realtime	realtime	ADJ
impactinged-518	195	7	support	support	NOUN
impactinged-518	195	8	,	,	PUNCT
impactinged-518	195	9	students	student	NOUN
impactinged-518	195	10	must	must	AUX
impactinged-518	195	11	make	make	VERB
impactinged-518	195	12	the	the	DET
impactinged-518	195	13	decision	decision	NOUN
impactinged-518	195	14	and	and	CCONJ
impactinged-518	195	15	subsequently	subsequently	ADV
impactinged-518	195	16	justify	justify	VERB
impactinged-518	195	17	it	it	PRON
impactinged-518	195	18	in	in	ADP
impactinged-518	195	19	their	their	PRON
impactinged-518	195	20	dissertations	dissertation	NOUN
impactinged-518	195	21	.	.	PUNCT
impactinged-518	196	1	we	we	PRON
impactinged-518	196	2	prompt	prompt	VERB
impactinged-518	196	3	students	student	NOUN
impactinged-518	196	4	to	to	PART
impactinged-518	196	5	make	make	VERB
impactinged-518	196	6	the	the	DET
impactinged-518	196	7	best	good	ADJ
impactinged-518	196	8	choice	choice	NOUN
impactinged-518	196	9	by	by	ADP
impactinged-518	196	10	checking	check	VERB
impactinged-518	196	11	that	that	SCONJ
impactinged-518	196	12	the	the	DET
impactinged-518	196	13	data	datum	NOUN
impactinged-518	196	14	meet	meet	VERB
impactinged-518	196	15	all	all	DET
impactinged-518	196	16	the	the	DET
impactinged-518	196	17	assumptions	assumption	NOUN
impactinged-518	196	18	of	of	ADP
impactinged-518	196	19	the	the	DET
impactinged-518	196	20	statistical	statistical	ADJ
impactinged-518	196	21	test	test	NOUN
impactinged-518	196	22	,	,	PUNCT
impactinged-518	196	23	a	a	DET
impactinged-518	196	24	step	step	NOUN
impactinged-518	196	25	sometimes	sometimes	ADV
impactinged-518	196	26	overlooked	overlook	VERB
impactinged-518	196	27	,	,	PUNCT
impactinged-518	196	28	followed	follow	VERB
impactinged-518	196	29	by	by	ADP
impactinged-518	196	30	directions	direction	NOUN
impactinged-518	196	31	on	on	ADP
impactinged-518	196	32	how	how	SCONJ
impactinged-518	196	33	to	to	PART
impactinged-518	196	34	conduct	conduct	VERB
impactinged-518	196	35	the	the	DET
impactinged-518	196	36	test	test	NOUN
impactinged-518	196	37	using	use	VERB
impactinged-518	196	38	their	their	PRON
impactinged-518	196	39	chosen	choose	VERB
impactinged-518	196	40	statistical	statistical	ADJ
impactinged-518	196	41	software	software	NOUN
impactinged-518	196	42	package	package	NOUN
impactinged-518	196	43	.	.	PUNCT
impactinged-518	197	1	critically	critically	ADV
impactinged-518	197	2	,	,	PUNCT
impactinged-518	197	3	all	all	DET
impactinged-518	197	4	students	student	NOUN
impactinged-518	197	5	now	now	ADV
impactinged-518	197	6	have	have	VERB
impactinged-518	197	7	access	access	NOUN
impactinged-518	197	8	to	to	ADP
impactinged-518	197	9	a	a	DET
impactinged-518	197	10	tool	tool	NOUN
impactinged-518	197	11	that	that	PRON
impactinged-518	197	12	enables	enable	VERB
impactinged-518	197	13	them	they	PRON
impactinged-518	197	14	to	to	PART
impactinged-518	197	15	perform	perform	VERB
impactinged-518	197	16	statistical	statistical	ADJ
impactinged-518	197	17	analyses	analysis	NOUN
impactinged-518	197	18	in	in	ADP
impactinged-518	197	19	any	any	DET
impactinged-518	197	20	standard	standard	ADJ
impactinged-518	197	21	statistical	statistical	ADJ
impactinged-518	197	22	software	software	NOUN
impactinged-518	197	23	package	package	NOUN
impactinged-518	197	24	.	.	PUNCT
impactinged-518	198	1	students	student	NOUN
impactinged-518	198	2	still	still	ADV
impactinged-518	198	3	must	must	AUX
impactinged-518	198	4	learn	learn	VERB
impactinged-518	198	5	the	the	DET
impactinged-518	198	6	course	course	NOUN
impactinged-518	198	7	ai	ai	VERB
impactinged-518	198	8	dialogue	dialogue	NOUN
impactinged-518	198	9	research	research	NOUN
impactinged-518	198	10	question	question	NOUN
impactinged-518	198	11	data	datum	NOUN
impactinged-518	198	12	analysis	analysis	NOUN
impactinged-518	198	13	interpretation	interpretation	NOUN
impactinged-518	198	14	contextualize	contextualize	VERB
impactinged-518	198	15	findings	finding	NOUN
impactinged-518	198	16	eith	eith	PROPN
impactinged-518	198	17	&	&	CCONJ
impactinged-518	198	18	zawada	zawada	PROPN
impactinged-518	198	19	impacting	impacting	PROPN
impactinged-518	198	20	education	education	PROPN
impactinged-518	198	21	:	:	PUNCT
impactinged-518	198	22	journal	journal	NOUN
impactinged-518	198	23	on	on	ADP
impactinged-518	198	24	transforming	transform	VERB
impactinged-518	198	25	professional	professional	ADJ
impactinged-518	198	26	practice	practice	NOUN
impactinged-518	198	27	impactinged.pitt.edu	impactinged.pitt.edu	PROPN
impactinged-518	198	28	vol	vol	NOUN
impactinged-518	198	29	.	.	PROPN
impactinged-518	199	1	10	10	NUM
impactinged-518	199	2	no	no	NOUN
impactinged-518	199	3	.	.	NOUN
impactinged-518	199	4	1	1	NUM
impactinged-518	199	5	(	(	PUNCT
impactinged-518	199	6	2025	2025	NUM
impactinged-518	199	7	)	)	PUNCT
impactinged-518	199	8	doi	doi	NOUN
impactinged-518	199	9	10.5195	10.5195	NUM
impactinged-518	199	10	/	/	SYM
impactinged-518	199	11	ie.2025.518	ie.2025.518	PROPN
impactinged-518	199	12	62	62	NUM
impactinged-518	199	13	content	content	NOUN
impactinged-518	199	14	,	,	PUNCT
impactinged-518	199	15	but	but	CCONJ
impactinged-518	199	16	through	through	ADP
impactinged-518	199	17	the	the	DET
impactinged-518	199	18	support	support	NOUN
impactinged-518	199	19	of	of	ADP
impactinged-518	199	20	generative	generative	ADJ
impactinged-518	199	21	ai	ai	PROPN
impactinged-518	199	22	tools	tool	NOUN
impactinged-518	199	23	,	,	PUNCT
impactinged-518	199	24	they	they	PRON
impactinged-518	199	25	have	have	VERB
impactinged-518	199	26	real	real	ADJ
impactinged-518	199	27	-	-	PUNCT
impactinged-518	199	28	time	time	NOUN
impactinged-518	199	29	assistance	assistance	NOUN
impactinged-518	199	30	when	when	SCONJ
impactinged-518	199	31	needed	need	VERB
impactinged-518	199	32	for	for	ADP
impactinged-518	199	33	running	run	VERB
impactinged-518	199	34	statistical	statistical	ADJ
impactinged-518	199	35	analyses	analysis	NOUN
impactinged-518	199	36	.	.	PUNCT
impactinged-518	200	1	they	they	PRON
impactinged-518	200	2	are	be	AUX
impactinged-518	200	3	no	no	ADV
impactinged-518	200	4	longer	long	ADV
impactinged-518	200	5	limited	limit	VERB
impactinged-518	200	6	to	to	ADP
impactinged-518	200	7	watching	watch	VERB
impactinged-518	200	8	videos	video	NOUN
impactinged-518	200	9	and	and	CCONJ
impactinged-518	200	10	searching	search	VERB
impactinged-518	200	11	for	for	ADP
impactinged-518	200	12	resources	resource	NOUN
impactinged-518	200	13	.	.	PUNCT
impactinged-518	201	1	the	the	DET
impactinged-518	201	2	resource	resource	NOUN
impactinged-518	201	3	is	be	AUX
impactinged-518	201	4	available	available	ADJ
impactinged-518	201	5	and	and	CCONJ
impactinged-518	201	6	can	can	AUX
impactinged-518	201	7	be	be	AUX
impactinged-518	201	8	used	use	VERB
impactinged-518	201	9	as	as	ADP
impactinged-518	201	10	support	support	NOUN
impactinged-518	201	11	until	until	SCONJ
impactinged-518	201	12	students	student	NOUN
impactinged-518	201	13	have	have	VERB
impactinged-518	201	14	enough	enough	ADJ
impactinged-518	201	15	practice	practice	NOUN
impactinged-518	201	16	and	and	CCONJ
impactinged-518	201	17	feel	feel	VERB
impactinged-518	201	18	comfortable	comfortable	ADJ
impactinged-518	201	19	running	run	VERB
impactinged-518	201	20	the	the	DET
impactinged-518	201	21	analyses	analysis	NOUN
impactinged-518	201	22	independently	independently	ADV
impactinged-518	201	23	.	.	PUNCT
impactinged-518	202	1	figure	figure	VERB
impactinged-518	202	2	2	2	NUM
impactinged-518	202	3	.	.	PUNCT
impactinged-518	202	4	framework	framework	NOUN
impactinged-518	202	5	for	for	ADP
impactinged-518	202	6	bridging	bridge	VERB
impactinged-518	202	7	software	software	NOUN
impactinged-518	202	8	learning	learn	VERB
impactinged-518	202	9	gap	gap	NOUN
impactinged-518	202	10	for	for	ADP
impactinged-518	202	11	statistical	statistical	ADJ
impactinged-518	202	12	data	datum	NOUN
impactinged-518	202	13	analysis	analysis	NOUN
impactinged-518	202	14	with	with	ADP
impactinged-518	202	15	an	an	DET
impactinged-518	202	16	example	example	NOUN
impactinged-518	202	17	of	of	ADP
impactinged-518	202	18	generative	generative	ADJ
impactinged-518	202	19	ai	ai	PROPN
impactinged-518	202	20	dialogue	dialogue	NOUN
impactinged-518	202	21	for	for	ADP
impactinged-518	202	22	statistical	statistical	ADJ
impactinged-518	202	23	analysis	analysis	NOUN
impactinged-518	202	24	.	.	PUNCT
impactinged-518	203	1	note	note	NOUN
impactinged-518	203	2	.	.	PUNCT
impactinged-518	204	1	dialogue	dialogue	NOUN
impactinged-518	204	2	with	with	ADP
impactinged-518	204	3	claude	claude	PROPN
impactinged-518	204	4	ai	ai	PROPN
impactinged-518	204	5	and	and	CCONJ
impactinged-518	204	6	chatgpt	chatgpt	NOUN
impactinged-518	204	7	occurred	occur	VERB
impactinged-518	204	8	between	between	ADP
impactinged-518	204	9	april	april	PROPN
impactinged-518	204	10	24	24	NUM
impactinged-518	204	11	and	and	CCONJ
impactinged-518	204	12	april	april	PROPN
impactinged-518	204	13	25	25	NUM
impactinged-518	204	14	,	,	PUNCT
impactinged-518	204	15	2024	2024	NUM
impactinged-518	204	16	.	.	PUNCT
impactinged-518	205	1	we	we	PRON
impactinged-518	205	2	produced	produce	VERB
impactinged-518	205	3	results	result	NOUN
impactinged-518	205	4	from	from	ADP
impactinged-518	205	5	this	this	DET
impactinged-518	205	6	inquiry	inquiry	NOUN
impactinged-518	205	7	using	use	VERB
impactinged-518	205	8	the	the	DET
impactinged-518	205	9	noted	note	VERB
impactinged-518	205	10	prompts	prompt	NOUN
impactinged-518	205	11	and	and	CCONJ
impactinged-518	205	12	substantially	substantially	ADV
impactinged-518	205	13	truncated	truncate	VERB
impactinged-518	205	14	ai	ai	VERB
impactinged-518	205	15	responses	response	NOUN
impactinged-518	205	16	for	for	ADP
impactinged-518	205	17	space	space	NOUN
impactinged-518	205	18	to	to	PART
impactinged-518	205	19	illustrate	illustrate	VERB
impactinged-518	205	20	this	this	DET
impactinged-518	205	21	approach	approach	NOUN
impactinged-518	205	22	.	.	PUNCT
impactinged-518	206	1	it	it	PRON
impactinged-518	206	2	is	be	AUX
impactinged-518	206	3	important	important	ADJ
impactinged-518	206	4	to	to	PART
impactinged-518	206	5	note	note	VERB
impactinged-518	206	6	at	at	ADP
impactinged-518	206	7	the	the	DET
impactinged-518	206	8	time	time	NOUN
impactinged-518	206	9	of	of	ADP
impactinged-518	206	10	this	this	DET
impactinged-518	206	11	article	article	NOUN
impactinged-518	206	12	,	,	PUNCT
impactinged-518	206	13	claude	claude	PROPN
impactinged-518	206	14	ai	ai	VERB
impactinged-518	206	15	can	can	AUX
impactinged-518	206	16	not	not	PART
impactinged-518	206	17	produce	produce	VERB
impactinged-518	206	18	tables	table	NOUN
impactinged-518	206	19	or	or	CCONJ
impactinged-518	206	20	graphics	graphic	NOUN
impactinged-518	206	21	.	.	PUNCT
impactinged-518	207	1	chatgpt	chatgpt	NOUN
impactinged-518	207	2	4.0	4.0	NUM
impactinged-518	207	3	would	would	AUX
impactinged-518	207	4	be	be	AUX
impactinged-518	207	5	a	a	DET
impactinged-518	207	6	better	well	ADJ
impactinged-518	207	7	tool	tool	NOUN
impactinged-518	207	8	for	for	ADP
impactinged-518	207	9	data	data	NOUN
impactinged-518	207	10	visualization	visualization	NOUN
impactinged-518	207	11	.	.	PUNCT
impactinged-518	208	1	in	in	ADP
impactinged-518	208	2	the	the	DET
impactinged-518	208	3	following	follow	VERB
impactinged-518	208	4	example	example	NOUN
impactinged-518	208	5	,	,	PUNCT
impactinged-518	208	6	we	we	PRON
impactinged-518	208	7	highlight	highlight	VERB
impactinged-518	208	8	the	the	DET
impactinged-518	208	9	efficacy	efficacy	NOUN
impactinged-518	208	10	of	of	ADP
impactinged-518	208	11	the	the	DET
impactinged-518	208	12	framework	framework	NOUN
impactinged-518	208	13	for	for	ADP
impactinged-518	208	14	bridging	bridge	VERB
impactinged-518	208	15	the	the	DET
impactinged-518	208	16	software	software	NOUN
impactinged-518	208	17	learning	learn	VERB
impactinged-518	208	18	gap	gap	NOUN
impactinged-518	208	19	.	.	PUNCT
impactinged-518	209	1	the	the	DET
impactinged-518	209	2	dialogue	dialogue	NOUN
impactinged-518	209	3	follows	follow	VERB
impactinged-518	209	4	the	the	DET
impactinged-518	209	5	steps	step	NOUN
impactinged-518	209	6	outlined	outline	VERB
impactinged-518	209	7	in	in	ADP
impactinged-518	209	8	the	the	DET
impactinged-518	209	9	framework	framework	NOUN
impactinged-518	209	10	and	and	CCONJ
impactinged-518	209	11	emphasizes	emphasize	VERB
impactinged-518	209	12	the	the	DET
impactinged-518	209	13	constructivist	constructivist	ADJ
impactinged-518	209	14	roots	root	NOUN
impactinged-518	209	15	,	,	PUNCT
impactinged-518	209	16	grounding	ground	VERB
impactinged-518	209	17	this	this	DET
impactinged-518	209	18	process	process	NOUN
impactinged-518	209	19	.	.	PUNCT
impactinged-518	210	1	we	we	PRON
impactinged-518	210	2	acknowledge	acknowledge	VERB
impactinged-518	210	3	that	that	SCONJ
impactinged-518	210	4	many	many	ADJ
impactinged-518	210	5	students	student	NOUN
impactinged-518	210	6	entering	enter	VERB
impactinged-518	210	7	the	the	DET
impactinged-518	210	8	dissertation	dissertation	NOUN
impactinged-518	210	9	phase	phase	NOUN
impactinged-518	210	10	of	of	ADP
impactinged-518	210	11	doctoral	doctoral	ADJ
impactinged-518	210	12	study	study	NOUN
impactinged-518	210	13	are	be	AUX
impactinged-518	210	14	still	still	ADV
impactinged-518	210	15	novices	novice	NOUN
impactinged-518	210	16	in	in	ADP
impactinged-518	210	17	their	their	PRON
impactinged-518	210	18	statistical	statistical	ADJ
impactinged-518	210	19	knowledge	knowledge	NOUN
impactinged-518	210	20	and	and	CCONJ
impactinged-518	210	21	computational	computational	ADJ
impactinged-518	210	22	skills	skill	NOUN
impactinged-518	210	23	and	and	CCONJ
impactinged-518	210	24	may	may	AUX
impactinged-518	210	25	experience	experience	VERB
impactinged-518	210	26	statistics	statistic	NOUN
impactinged-518	210	27	anxiety	anxiety	NOUN
impactinged-518	210	28	.	.	PUNCT
impactinged-518	211	1	this	this	DET
impactinged-518	211	2	approach	approach	NOUN
impactinged-518	211	3	aims	aim	VERB
impactinged-518	211	4	to	to	PART
impactinged-518	211	5	reduce	reduce	VERB
impactinged-518	211	6	anxiety	anxiety	NOUN
impactinged-518	211	7	and	and	CCONJ
impactinged-518	211	8	remove	remove	VERB
impactinged-518	211	9	barriers	barrier	NOUN
impactinged-518	211	10	students	student	NOUN
impactinged-518	211	11	experience	experience	VERB
impactinged-518	211	12	in	in	ADP
impactinged-518	211	13	feeling	feel	VERB
impactinged-518	211	14	nervous	nervous	ADJ
impactinged-518	211	15	,	,	PUNCT
impactinged-518	211	16	anxious	anxious	ADJ
impactinged-518	211	17	,	,	PUNCT
impactinged-518	211	18	or	or	CCONJ
impactinged-518	211	19	uncomfortable	uncomfortable	ADJ
impactinged-518	211	20	using	use	VERB
impactinged-518	211	21	or	or	CCONJ
impactinged-518	211	22	learning	learn	VERB
impactinged-518	211	23	new	new	ADJ
impactinged-518	211	24	statistical	statistical	ADJ
impactinged-518	211	25	software	software	NOUN
impactinged-518	211	26	.	.	PUNCT
impactinged-518	212	1	this	this	DET
impactinged-518	212	2	model	model	NOUN
impactinged-518	212	3	offers	offer	VERB
impactinged-518	212	4	a	a	DET
impactinged-518	212	5	basic	basic	ADJ
impactinged-518	212	6	structure	structure	NOUN
impactinged-518	212	7	of	of	ADP
impactinged-518	212	8	how	how	SCONJ
impactinged-518	212	9	to	to	PART
impactinged-518	212	10	guide	guide	VERB
impactinged-518	212	11	students	student	NOUN
impactinged-518	212	12	through	through	ADP
impactinged-518	212	13	the	the	DET
impactinged-518	212	14	use	use	NOUN
impactinged-518	212	15	of	of	ADP
impactinged-518	212	16	generative	generative	NOUN
impactinged-518	212	17	ai	ai	VERB
impactinged-518	212	18	to	to	PART
impactinged-518	212	19	refine	refine	VERB
impactinged-518	212	20	a	a	DET
impactinged-518	212	21	research	research	NOUN
impactinged-518	212	22	question	question	NOUN
impactinged-518	212	23	,	,	PUNCT
impactinged-518	212	24	explore	explore	VERB
impactinged-518	212	25	possible	possible	ADJ
impactinged-518	212	26	statistical	statistical	ADJ
impactinged-518	212	27	tests	test	NOUN
impactinged-518	212	28	appropriate	appropriate	ADJ
impactinged-518	212	29	for	for	ADP
impactinged-518	212	30	their	their	PRON
impactinged-518	212	31	research	research	NOUN
impactinged-518	212	32	question(s	question(s	PROPN
impactinged-518	212	33	)	)	PUNCT
impactinged-518	212	34	and	and	CCONJ
impactinged-518	212	35	data	datum	NOUN
impactinged-518	212	36	,	,	PUNCT
impactinged-518	212	37	examine	examine	VERB
impactinged-518	212	38	the	the	DET
impactinged-518	212	39	statistical	statistical	ADJ
impactinged-518	212	40	software	software	NOUN
impactinged-518	212	41	to	to	PART
impactinged-518	212	42	run	run	VERB
impactinged-518	212	43	the	the	DET
impactinged-518	212	44	statistical	statistical	ADJ
impactinged-518	212	45	test	test	NOUN
impactinged-518	212	46	,	,	PUNCT
impactinged-518	212	47	and	and	CCONJ
impactinged-518	212	48	serve	serve	VERB
impactinged-518	212	49	as	as	ADP
impactinged-518	212	50	a	a	DET
impactinged-518	212	51	dialogic	dialogic	ADJ
impactinged-518	212	52	partner	partner	NOUN
impactinged-518	212	53	when	when	SCONJ
impactinged-518	212	54	interpreting	interpret	VERB
impactinged-518	212	55	the	the	DET
impactinged-518	212	56	findings	finding	NOUN
impactinged-518	212	57	.	.	PUNCT
impactinged-518	213	1	step	step	NOUN
impactinged-518	213	2	1	1	NUM
impactinged-518	213	3	—	—	PUNCT
impactinged-518	213	4	study	study	NOUN
impactinged-518	213	5	purpose	purpose	NOUN
impactinged-518	213	6	and	and	CCONJ
impactinged-518	213	7	research	research	NOUN
impactinged-518	213	8	questions	question	NOUN
impactinged-518	213	9	.	.	PUNCT
impactinged-518	214	1	to	to	PART
impactinged-518	214	2	assist	assist	VERB
impactinged-518	214	3	students	student	NOUN
impactinged-518	214	4	in	in	ADP
impactinged-518	214	5	developing	develop	VERB
impactinged-518	214	6	well	well	ADV
impactinged-518	214	7	-	-	PUNCT
impactinged-518	214	8	defined	define	VERB
impactinged-518	214	9	research	research	NOUN
impactinged-518	214	10	questions	question	NOUN
impactinged-518	214	11	,	,	PUNCT
impactinged-518	214	12	we	we	PRON
impactinged-518	214	13	employed	employ	VERB
impactinged-518	214	14	an	an	DET
impactinged-518	214	15	ai	ai	NOUN
impactinged-518	214	16	tool	tool	NOUN
impactinged-518	214	17	(	(	PUNCT
impactinged-518	214	18	claude	claude	PROPN
impactinged-518	214	19	ai	ai	VERB
impactinged-518	214	20	)	)	PUNCT
impactinged-518	214	21	to	to	PART
impactinged-518	214	22	engage	engage	VERB
impactinged-518	214	23	in	in	ADP
impactinged-518	214	24	simulated	simulated	ADJ
impactinged-518	214	25	dialogues	dialogue	NOUN
impactinged-518	214	26	.	.	PUNCT
impactinged-518	215	1	students	student	NOUN
impactinged-518	215	2	were	be	AUX
impactinged-518	215	3	encouraged	encourage	VERB
impactinged-518	215	4	to	to	PART
impactinged-518	215	5	input	input	VERB
impactinged-518	215	6	their	their	PRON
impactinged-518	215	7	initial	initial	ADJ
impactinged-518	215	8	research	research	NOUN
impactinged-518	215	9	questions	question	NOUN
impactinged-518	215	10	and	and	CCONJ
impactinged-518	215	11	receive	receive	VERB
impactinged-518	215	12	feedback	feedback	NOUN
impactinged-518	215	13	on	on	ADP
impactinged-518	215	14	clarity	clarity	NOUN
impactinged-518	215	15	,	,	PUNCT
impactinged-518	215	16	specificity	specificity	NOUN
impactinged-518	215	17	,	,	PUNCT
impactinged-518	215	18	and	and	CCONJ
impactinged-518	215	19	focus	focus	VERB
impactinged-518	215	20	.	.	PUNCT
impactinged-518	216	1	for	for	ADP
impactinged-518	216	2	example	example	NOUN
impactinged-518	216	3	,	,	PUNCT
impactinged-518	216	4	when	when	SCONJ
impactinged-518	216	5	presented	present	VERB
impactinged-518	216	6	with	with	ADP
impactinged-518	216	7	a	a	DET
impactinged-518	216	8	vague	vague	ADJ
impactinged-518	216	9	research	research	NOUN
impactinged-518	216	10	question	question	NOUN
impactinged-518	216	11	about	about	ADP
impactinged-518	216	12	bullying	bullying	NOUN
impactinged-518	216	13	,	,	PUNCT
impactinged-518	216	14	the	the	DET
impactinged-518	216	15	ai	ai	NOUN
impactinged-518	216	16	suggested	suggest	VERB
impactinged-518	216	17	specifying	specify	VERB
impactinged-518	216	18	the	the	DET
impactinged-518	216	19	type	type	NOUN
impactinged-518	216	20	of	of	ADP
impactinged-518	216	21	bullying	bullying	NOUN
impactinged-518	216	22	,	,	PUNCT
impactinged-518	216	23	target	target	NOUN
impactinged-518	216	24	population	population	NOUN
impactinged-518	216	25	,	,	PUNCT
impactinged-518	216	26	and	and	CCONJ
impactinged-518	216	27	desired	desire	VERB
impactinged-518	216	28	outcome	outcome	NOUN
impactinged-518	216	29	.	.	PUNCT
impactinged-518	217	1	this	this	DET
impactinged-518	217	2	iterative	iterative	NOUN
impactinged-518	217	3	process	process	NOUN
impactinged-518	217	4	facilitated	facilitate	VERB
impactinged-518	217	5	the	the	DET
impactinged-518	217	6	development	development	NOUN
impactinged-518	217	7	of	of	ADP
impactinged-518	217	8	more	more	ADV
impactinged-518	217	9	precise	precise	ADJ
impactinged-518	217	10	and	and	CCONJ
impactinged-518	217	11	actionable	actionable	ADJ
impactinged-518	217	12	research	research	NOUN
impactinged-518	217	13	inquiries	inquiry	NOUN
impactinged-518	217	14	.	.	PUNCT
impactinged-518	218	1	to	to	PART
impactinged-518	218	2	illustrate	illustrate	VERB
impactinged-518	218	3	the	the	DET
impactinged-518	218	4	interactive	interactive	ADJ
impactinged-518	218	5	nature	nature	NOUN
impactinged-518	218	6	of	of	ADP
impactinged-518	218	7	the	the	DET
impactinged-518	218	8	ai	ai	NOUN
impactinged-518	218	9	tool	tool	NOUN
impactinged-518	218	10	,	,	PUNCT
impactinged-518	218	11	a	a	DET
impactinged-518	218	12	sample	sample	NOUN
impactinged-518	218	13	dialogue	dialogue	NOUN
impactinged-518	218	14	between	between	ADP
impactinged-518	218	15	a	a	DET
impactinged-518	218	16	student	student	NOUN
impactinged-518	218	17	and	and	CCONJ
impactinged-518	218	18	claude	claude	PROPN
impactinged-518	218	19	ai	ai	VERB
impactinged-518	218	20	is	be	AUX
impactinged-518	218	21	presented	present	VERB
impactinged-518	218	22	below	below	ADP
impactinged-518	218	23	.	.	PUNCT
impactinged-518	219	1	student	student	NOUN
impactinged-518	219	2	:	:	PUNCT
impactinged-518	219	3	“	"	PUNCT
impactinged-518	219	4	i	i	PRON
impactinged-518	219	5	am	be	AUX
impactinged-518	219	6	working	work	VERB
impactinged-518	219	7	on	on	ADP
impactinged-518	219	8	my	my	PRON
impactinged-518	219	9	dissertation	dissertation	NOUN
impactinged-518	219	10	study	study	NOUN
impactinged-518	219	11	examining	examine	VERB
impactinged-518	219	12	the	the	DET
impactinged-518	219	13	relationship	relationship	NOUN
impactinged-518	219	14	between	between	ADP
impactinged-518	219	15	student	student	NOUN
impactinged-518	219	16	absenteeism	absenteeism	NOUN
impactinged-518	219	17	and	and	CCONJ
impactinged-518	219	18	bullying	bullying	NOUN
impactinged-518	219	19	.	.	PUNCT
impactinged-518	220	1	can	can	AUX
impactinged-518	220	2	you	you	PRON
impactinged-518	220	3	help	help	VERB
impactinged-518	220	4	me	i	PRON
impactinged-518	220	5	refine	refine	VERB
impactinged-518	220	6	my	my	PRON
impactinged-518	220	7	research	research	NOUN
impactinged-518	220	8	question	question	NOUN
impactinged-518	220	9	?	?	PUNCT
impactinged-518	220	10	”	"	PUNCT
impactinged-518	220	11	claude	claude	PROPN
impactinged-518	220	12	ai	ai	VERB
impactinged-518	220	13	:	:	PUNCT
impactinged-518	220	14	“	"	PUNCT
impactinged-518	220	15	a	a	DET
impactinged-518	220	16	well	well	ADV
impactinged-518	220	17	-	-	PUNCT
impactinged-518	220	18	defined	define	VERB
impactinged-518	220	19	research	research	NOUN
impactinged-518	220	20	question	question	NOUN
impactinged-518	220	21	is	be	AUX
impactinged-518	220	22	crucial	crucial	ADJ
impactinged-518	220	23	in	in	ADP
impactinged-518	220	24	guiding	guide	VERB
impactinged-518	220	25	the	the	DET
impactinged-518	220	26	entire	entire	ADJ
impactinged-518	220	27	research	research	NOUN
impactinged-518	220	28	process	process	NOUN
impactinged-518	220	29	and	and	CCONJ
impactinged-518	220	30	ensuring	ensure	VERB
impactinged-518	220	31	that	that	SCONJ
impactinged-518	220	32	the	the	DET
impactinged-518	220	33	study	study	NOUN
impactinged-518	220	34	remains	remain	VERB
impactinged-518	220	35	focused	focused	ADJ
impactinged-518	220	36	and	and	CCONJ
impactinged-518	220	37	addresses	address	VERB
impactinged-518	220	38	a	a	DET
impactinged-518	220	39	specific	specific	ADJ
impactinged-518	220	40	gap	gap	NOUN
impactinged-518	220	41	in	in	ADP
impactinged-518	220	42	the	the	DET
impactinged-518	220	43	existing	exist	VERB
impactinged-518	220	44	literature	literature	NOUN
impactinged-518	220	45	.	.	PUNCT
impactinged-518	220	46	”	"	PUNCT
impactinged-518	221	1	the	the	DET
impactinged-518	221	2	initial	initial	ADJ
impactinged-518	221	3	interaction	interaction	NOUN
impactinged-518	221	4	highlights	highlight	VERB
impactinged-518	221	5	the	the	DET
impactinged-518	221	6	importance	importance	NOUN
impactinged-518	221	7	of	of	ADP
impactinged-518	221	8	a	a	DET
impactinged-518	221	9	well	well	ADV
impactinged-518	221	10	-	-	PUNCT
impactinged-518	221	11	crafted	craft	VERB
impactinged-518	221	12	research	research	NOUN
impactinged-518	221	13	question	question	NOUN
impactinged-518	221	14	in	in	ADP
impactinged-518	221	15	guiding	guide	VERB
impactinged-518	221	16	the	the	DET
impactinged-518	221	17	overall	overall	ADJ
impactinged-518	221	18	research	research	NOUN
impactinged-518	221	19	process	process	NOUN
impactinged-518	221	20	.	.	PUNCT
impactinged-518	222	1	to	to	PART
impactinged-518	222	2	further	far	ADV
impactinged-518	222	3	refine	refine	VERB
impactinged-518	222	4	the	the	DET
impactinged-518	222	5	research	research	NOUN
impactinged-518	222	6	question	question	NOUN
impactinged-518	222	7	,	,	PUNCT
impactinged-518	222	8	the	the	DET
impactinged-518	222	9	student	student	NOUN
impactinged-518	222	10	provided	provide	VERB
impactinged-518	222	11	additional	additional	ADJ
impactinged-518	222	12	context	context	NOUN
impactinged-518	222	13	:	:	PUNCT
impactinged-518	222	14	student	student	NOUN
impactinged-518	222	15	:	:	PUNCT
impactinged-518	222	16	“	"	PUNCT
impactinged-518	222	17	my	my	PRON
impactinged-518	222	18	research	research	NOUN
impactinged-518	222	19	question	question	NOUN
impactinged-518	222	20	states	state	VERB
impactinged-518	222	21	‘	'	PUNCT
impactinged-518	222	22	what	what	PRON
impactinged-518	222	23	is	be	AUX
impactinged-518	222	24	the	the	DET
impactinged-518	222	25	relationship	relationship	NOUN
impactinged-518	222	26	between	between	ADP
impactinged-518	222	27	student	student	NOUN
impactinged-518	222	28	absenteeism	absenteeism	NOUN
impactinged-518	222	29	and	and	CCONJ
impactinged-518	222	30	bullying	bullying	NOUN
impactinged-518	222	31	?	?	PUNCT
impactinged-518	222	32	’	'	PUNCT
impactinged-518	223	1	how	how	SCONJ
impactinged-518	223	2	can	can	AUX
impactinged-518	223	3	this	this	DET
impactinged-518	223	4	question	question	NOUN
impactinged-518	223	5	be	be	AUX
impactinged-518	223	6	improved	improve	VERB
impactinged-518	223	7	?	?	PUNCT
impactinged-518	223	8	”	"	PUNCT
impactinged-518	223	9	claude	claude	PROPN
impactinged-518	223	10	ai	ai	VERB
impactinged-518	223	11	:	:	PUNCT
impactinged-518	223	12	“	"	PUNCT
impactinged-518	223	13	here	here	ADV
impactinged-518	223	14	are	be	AUX
impactinged-518	223	15	some	some	DET
impactinged-518	223	16	suggestions	suggestion	NOUN
impactinged-518	223	17	for	for	ADP
impactinged-518	223	18	improving	improve	VERB
impactinged-518	223	19	this	this	DET
impactinged-518	223	20	research	research	NOUN
impactinged-518	223	21	question	question	NOUN
impactinged-518	223	22	:	:	PUNCT
impactinged-518	223	23	•	•	PUNCT
impactinged-518	223	24	specify	specify	VERB
impactinged-518	223	25	the	the	DET
impactinged-518	223	26	direction	direction	NOUN
impactinged-518	223	27	of	of	ADP
impactinged-518	223	28	the	the	DET
impactinged-518	223	29	relationship	relationship	NOUN
impactinged-518	223	30	:	:	PUNCT
impactinged-518	223	31	what	what	PRON
impactinged-518	223	32	is	be	AUX
impactinged-518	223	33	the	the	DET
impactinged-518	223	34	effect	effect	NOUN
impactinged-518	223	35	of	of	ADP
impactinged-518	223	36	bullying	bully	VERB
impactinged-518	223	37	on	on	ADP
impactinged-518	223	38	student	student	NOUN
impactinged-518	223	39	absenteeism	absenteeism	NOUN
impactinged-518	223	40	?	?	PUNCT
impactinged-518	224	1	or	or	CCONJ
impactinged-518	224	2	how	how	SCONJ
impactinged-518	224	3	does	do	AUX
impactinged-518	224	4	student	student	NOUN
impactinged-518	224	5	absenteeism	absenteeism	NOUN
impactinged-518	224	6	relate	relate	VERB
impactinged-518	224	7	to	to	ADP
impactinged-518	224	8	experiences	experience	NOUN
impactinged-518	224	9	of	of	ADP
impactinged-518	224	10	bullying	bullying	NOUN
impactinged-518	224	11	?	?	PUNCT
impactinged-518	225	1	•	•	NOUN
impactinged-518	225	2	define	define	VERB
impactinged-518	225	3	the	the	DET
impactinged-518	225	4	types	type	NOUN
impactinged-518	225	5	of	of	ADP
impactinged-518	225	6	bullying	bullying	NOUN
impactinged-518	225	7	and	and	CCONJ
impactinged-518	225	8	absenteeism	absenteeism	NOUN
impactinged-518	225	9	:	:	PUNCT
impactinged-518	225	10	what	what	PRON
impactinged-518	225	11	is	be	AUX
impactinged-518	225	12	the	the	DET
impactinged-518	225	13	relationship	relationship	NOUN
impactinged-518	225	14	between	between	ADP
impactinged-518	225	15	physical	physical	ADJ
impactinged-518	225	16	/	/	SYM
impactinged-518	225	17	verbal	verbal	ADJ
impactinged-518	225	18	/	/	SYM
impactinged-518	225	19	cyber	cyber	NOUN
impactinged-518	225	20	bullying	bullying	NOUN
impactinged-518	225	21	and	and	CCONJ
impactinged-518	225	22	excused	excuse	VERB
impactinged-518	225	23	/	/	SYM
impactinged-518	225	24	unexcused	unexcuse	VERB
impactinged-518	225	25	absenteeism	absenteeism	NOUN
impactinged-518	225	26	among	among	ADP
impactinged-518	225	27	students	student	NOUN
impactinged-518	225	28	?	?	PUNCT
impactinged-518	226	1	•	•	NUM
impactinged-518	226	2	identify	identify	VERB
impactinged-518	226	3	the	the	DET
impactinged-518	226	4	target	target	NOUN
impactinged-518	226	5	population	population	NOUN
impactinged-518	226	6	:	:	PUNCT
impactinged-518	226	7	”	"	PUNCT
impactinged-518	226	8	the	the	DET
impactinged-518	226	9	ai	ai	PROPN
impactinged-518	226	10	’s	’s	PART
impactinged-518	226	11	response	response	NOUN
impactinged-518	226	12	demonstrates	demonstrate	VERB
impactinged-518	226	13	its	its	PRON
impactinged-518	226	14	capacity	capacity	NOUN
impactinged-518	226	15	to	to	PART
impactinged-518	226	16	provide	provide	VERB
impactinged-518	226	17	specific	specific	ADJ
impactinged-518	226	18	guidance	guidance	NOUN
impactinged-518	226	19	on	on	ADP
impactinged-518	226	20	refining	refining	NOUN
impactinged-518	226	21	research	research	NOUN
impactinged-518	226	22	questions	question	NOUN
impactinged-518	226	23	by	by	ADP
impactinged-518	226	24	suggesting	suggest	VERB
impactinged-518	226	25	key	key	ADJ
impactinged-518	226	26	elements	element	NOUN
impactinged-518	226	27	to	to	PART
impactinged-518	226	28	consider	consider	VERB
impactinged-518	226	29	.	.	PUNCT
impactinged-518	227	1	by	by	ADP
impactinged-518	227	2	breaking	break	VERB
impactinged-518	227	3	down	down	ADP
impactinged-518	227	4	the	the	DET
impactinged-518	227	5	research	research	NOUN
impactinged-518	227	6	question	question	NOUN
impactinged-518	227	7	into	into	ADP
impactinged-518	227	8	its	its	PRON
impactinged-518	227	9	component	component	NOUN
impactinged-518	227	10	parts	part	NOUN
impactinged-518	227	11	,	,	PUNCT
impactinged-518	227	12	the	the	DET
impactinged-518	227	13	ai	ai	NOUN
impactinged-518	227	14	assists	assist	NOUN
impactinged-518	227	15	students	student	NOUN
impactinged-518	227	16	in	in	ADP
impactinged-518	227	17	developing	develop	VERB
impactinged-518	227	18	more	more	ADV
impactinged-518	227	19	focused	focused	ADJ
impactinged-518	227	20	and	and	CCONJ
impactinged-518	227	21	answerable	answerable	ADJ
impactinged-518	227	22	inquiries	inquiry	NOUN
impactinged-518	227	23	.	.	PUNCT
impactinged-518	228	1	to	to	PART
impactinged-518	228	2	improve	improve	VERB
impactinged-518	228	3	the	the	DET
impactinged-518	228	4	clarity	clarity	NOUN
impactinged-518	228	5	of	of	ADP
impactinged-518	228	6	their	their	PRON
impactinged-518	228	7	research	research	NOUN
impactinged-518	228	8	questions	question	NOUN
impactinged-518	228	9	,	,	PUNCT
impactinged-518	228	10	this	this	DET
impactinged-518	228	11	student	student	NOUN
impactinged-518	228	12	engaged	engage	VERB
impactinged-518	228	13	in	in	ADP
impactinged-518	228	14	an	an	DET
impactinged-518	228	15	iterative	iterative	NOUN
impactinged-518	228	16	process	process	NOUN
impactinged-518	228	17	of	of	ADP
impactinged-518	228	18	refinement	refinement	NOUN
impactinged-518	228	19	using	use	VERB
impactinged-518	228	20	an	an	DET
impactinged-518	228	21	ai	ai	NOUN
impactinged-518	228	22	tool	tool	NOUN
impactinged-518	228	23	.	.	PUNCT
impactinged-518	229	1	through	through	ADP
impactinged-518	229	2	this	this	DET
impactinged-518	229	3	interaction	interaction	NOUN
impactinged-518	229	4	,	,	PUNCT
impactinged-518	229	5	the	the	DET
impactinged-518	229	6	student	student	NOUN
impactinged-518	229	7	was	be	AUX
impactinged-518	229	8	prompted	prompt	VERB
impactinged-518	229	9	to	to	PART
impactinged-518	229	10	critically	critically	ADV
impactinged-518	229	11	examine	examine	VERB
impactinged-518	229	12	their	their	PRON
impactinged-518	229	13	research	research	NOUN
impactinged-518	229	14	questions	question	NOUN
impactinged-518	229	15	,	,	PUNCT
impactinged-518	229	16	receiving	receive	VERB
impactinged-518	229	17	immediate	immediate	ADJ
impactinged-518	229	18	feedback	feedback	NOUN
impactinged-518	229	19	on	on	ADP
impactinged-518	229	20	clarity	clarity	NOUN
impactinged-518	229	21	,	,	PUNCT
impactinged-518	229	22	specificity	specificity	NOUN
impactinged-518	229	23	,	,	PUNCT
impactinged-518	229	24	and	and	CCONJ
impactinged-518	229	25	comprehensiveness	comprehensiveness	NOUN
impactinged-518	229	26	.	.	PUNCT
impactinged-518	230	1	the	the	DET
impactinged-518	230	2	ai	ai	PROPN
impactinged-518	230	3	tool	tool	NOUN
impactinged-518	230	4	’s	’s	PART
impactinged-518	230	5	capacity	capacity	NOUN
impactinged-518	230	6	to	to	PART
impactinged-518	230	7	provide	provide	VERB
impactinged-518	230	8	concrete	concrete	ADJ
impactinged-518	230	9	examples	example	NOUN
impactinged-518	230	10	and	and	CCONJ
impactinged-518	230	11	suggestions	suggestion	NOUN
impactinged-518	230	12	facilitated	facilitate	VERB
impactinged-518	230	13	the	the	DET
impactinged-518	230	14	development	development	NOUN
impactinged-518	230	15	of	of	ADP
impactinged-518	230	16	well	well	ADV
impactinged-518	230	17	-	-	PUNCT
impactinged-518	230	18	defined	define	VERB
impactinged-518	230	19	research	research	NOUN
impactinged-518	230	20	focus	focus	NOUN
impactinged-518	230	21	and	and	CCONJ
impactinged-518	230	22	a	a	DET
impactinged-518	230	23	refined	refined	ADJ
impactinged-518	230	24	,	,	PUNCT
impactinged-518	230	25	parsimonious	parsimonious	ADJ
impactinged-518	230	26	research	research	NOUN
impactinged-518	230	27	question	question	NOUN
impactinged-518	230	28	.	.	PUNCT
impactinged-518	231	1	step	step	NOUN
impactinged-518	231	2	2	2	NUM
impactinged-518	231	3	—	—	PUNCT
impactinged-518	231	4	identify	identify	VERB
impactinged-518	231	5	a	a	DET
impactinged-518	231	6	data	data	NOUN
impactinged-518	231	7	analysis	analysis	NOUN
impactinged-518	231	8	procedure	procedure	NOUN
impactinged-518	231	9	.	.	PUNCT
impactinged-518	232	1	once	once	ADV
impactinged-518	232	2	presented	present	VERB
impactinged-518	232	3	with	with	ADP
impactinged-518	232	4	the	the	DET
impactinged-518	232	5	research	research	NOUN
impactinged-518	232	6	topic	topic	NOUN
impactinged-518	232	7	and	and	CCONJ
impactinged-518	232	8	question	question	NOUN
impactinged-518	232	9	,	,	PUNCT
impactinged-518	232	10	this	this	DET
impactinged-518	232	11	student	student	NOUN
impactinged-518	232	12	engaged	engage	VERB
impactinged-518	232	13	in	in	ADP
impactinged-518	232	14	a	a	DET
impactinged-518	232	15	dialogue	dialogue	NOUN
impactinged-518	232	16	with	with	ADP
impactinged-518	232	17	the	the	DET
impactinged-518	232	18	ai	ai	NOUN
impactinged-518	232	19	tool	tool	NOUN
impactinged-518	232	20	to	to	PART
impactinged-518	232	21	identify	identify	VERB
impactinged-518	232	22	an	an	DET
impactinged-518	232	23	appropriate	appropriate	ADJ
impactinged-518	232	24	data	datum	NOUN
impactinged-518	232	25	analysis	analysis	NOUN
impactinged-518	232	26	procedure	procedure	NOUN
impactinged-518	232	27	.	.	PUNCT
impactinged-518	233	1	the	the	DET
impactinged-518	233	2	student	student	NOUN
impactinged-518	233	3	inquired	inquire	VERB
impactinged-518	233	4	about	about	ADP
impactinged-518	233	5	suitable	suitable	ADJ
impactinged-518	233	6	statistical	statistical	ADJ
impactinged-518	233	7	tests	test	NOUN
impactinged-518	233	8	,	,	PUNCT
impactinged-518	233	9	and	and	CCONJ
impactinged-518	233	10	the	the	DET
impactinged-518	233	11	ai	ai	NOUN
impactinged-518	233	12	provided	provide	VERB
impactinged-518	233	13	recommendations	recommendation	NOUN
impactinged-518	233	14	based	base	VERB
impactinged-518	233	15	on	on	ADP
impactinged-518	233	16	the	the	DET
impactinged-518	233	17	research	research	NOUN
impactinged-518	233	18	question	question	NOUN
impactinged-518	233	19	’s	’s	PART
impactinged-518	233	20	nature	nature	NOUN
impactinged-518	233	21	.	.	PUNCT
impactinged-518	234	1	the	the	DET
impactinged-518	234	2	faculty	faculty	NOUN
impactinged-518	234	3	member	member	NOUN
impactinged-518	234	4	facilitated	facilitate	VERB
impactinged-518	234	5	this	this	DET
impactinged-518	234	6	process	process	NOUN
impactinged-518	234	7	by	by	ADP
impactinged-518	234	8	emphasizing	emphasize	VERB
impactinged-518	234	9	the	the	DET
impactinged-518	234	10	role	role	NOUN
impactinged-518	234	11	of	of	ADP
impactinged-518	234	12	language	language	NOUN
impactinged-518	234	13	in	in	ADP
impactinged-518	234	14	shaping	shape	VERB
impactinged-518	234	15	the	the	DET
impactinged-518	234	16	research	research	NOUN
impactinged-518	234	17	question	question	NOUN
impactinged-518	234	18	.	.	PUNCT
impactinged-518	235	1	for	for	ADP
impactinged-518	235	2	instance	instance	NOUN
impactinged-518	235	3	,	,	PUNCT
impactinged-518	235	4	when	when	SCONJ
impactinged-518	235	5	a	a	DET
impactinged-518	235	6	student	student	NOUN
impactinged-518	235	7	sought	seek	VERB
impactinged-518	235	8	a	a	DET
impactinged-518	235	9	test	test	NOUN
impactinged-518	235	10	to	to	PART
impactinged-518	235	11	examine	examine	VERB
impactinged-518	235	12	a	a	DET
impactinged-518	235	13	relationship	relationship	NOUN
impactinged-518	235	14	between	between	ADP
impactinged-518	235	15	variables	variable	NOUN
impactinged-518	235	16	,	,	PUNCT
impactinged-518	235	17	the	the	DET
impactinged-518	235	18	ai	ai	NOUN
impactinged-518	235	19	correctly	correctly	ADV
impactinged-518	235	20	suggested	suggest	VERB
impactinged-518	235	21	a	a	DET
impactinged-518	235	22	correlation	correlation	NOUN
impactinged-518	235	23	analysis	analysis	NOUN
impactinged-518	235	24	.	.	PUNCT
impactinged-518	236	1	the	the	DET
impactinged-518	236	2	following	follow	VERB
impactinged-518	236	3	dialogue	dialogue	NOUN
impactinged-518	236	4	highlights	highlight	VERB
impactinged-518	236	5	a	a	DET
impactinged-518	236	6	common	common	ADJ
impactinged-518	236	7	challenge	challenge	NOUN
impactinged-518	236	8	student	student	NOUN
impactinged-518	236	9	researchers	researcher	NOUN
impactinged-518	236	10	encounter	encounter	VERB
impactinged-518	236	11	when	when	SCONJ
impactinged-518	236	12	selecting	select	VERB
impactinged-518	236	13	appropriate	appropriate	ADJ
impactinged-518	236	14	statistical	statistical	ADJ
impactinged-518	236	15	tests	test	NOUN
impactinged-518	236	16	.	.	PUNCT
impactinged-518	237	1	student	student	NOUN
impactinged-518	237	2	:	:	PUNCT
impactinged-518	237	3	“	"	PUNCT
impactinged-518	237	4	thank	thank	VERB
impactinged-518	237	5	you	you	PRON
impactinged-518	237	6	for	for	ADP
impactinged-518	237	7	the	the	DET
impactinged-518	237	8	suggestions	suggestion	NOUN
impactinged-518	237	9	to	to	PART
impactinged-518	237	10	improve	improve	VERB
impactinged-518	237	11	my	my	PRON
impactinged-518	237	12	research	research	NOUN
impactinged-518	237	13	question	question	NOUN
impactinged-518	237	14	.	.	PUNCT
impactinged-518	238	1	since	since	SCONJ
impactinged-518	238	2	i	i	PRON
impactinged-518	238	3	am	be	AUX
impactinged-518	238	4	looking	look	VERB
impactinged-518	238	5	at	at	ADP
impactinged-518	238	6	a	a	DET
impactinged-518	238	7	relationship	relationship	NOUN
impactinged-518	238	8	between	between	ADP
impactinged-518	238	9	two	two	NUM
impactinged-518	238	10	variables	variable	NOUN
impactinged-518	238	11	,	,	PUNCT
impactinged-518	238	12	what	what	PRON
impactinged-518	238	13	is	be	AUX
impactinged-518	238	14	the	the	DET
impactinged-518	238	15	best	good	ADJ
impactinged-518	238	16	statistical	statistical	ADJ
impactinged-518	238	17	test	test	NOUN
impactinged-518	238	18	for	for	SCONJ
impactinged-518	238	19	me	i	PRON
impactinged-518	238	20	to	to	PART
impactinged-518	238	21	use	use	VERB
impactinged-518	238	22	?	?	PUNCT
impactinged-518	238	23	”	"	PUNCT
impactinged-518	238	24	in	in	ADP
impactinged-518	238	25	response	response	NOUN
impactinged-518	238	26	,	,	PUNCT
impactinged-518	238	27	the	the	DET
impactinged-518	238	28	ai	ai	NOUN
impactinged-518	238	29	offers	offer	VERB
impactinged-518	238	30	guidance	guidance	NOUN
impactinged-518	238	31	on	on	ADP
impactinged-518	238	32	correlational	correlational	ADJ
impactinged-518	238	33	studies	study	NOUN
impactinged-518	238	34	as	as	ADP
impactinged-518	238	35	an	an	DET
impactinged-518	238	36	appropriate	appropriate	ADJ
impactinged-518	238	37	analytical	analytical	ADJ
impactinged-518	238	38	approach	approach	NOUN
impactinged-518	238	39	for	for	ADP
impactinged-518	238	40	examining	examine	VERB
impactinged-518	238	41	the	the	DET
impactinged-518	238	42	relationship	relationship	NOUN
impactinged-518	238	43	between	between	ADP
impactinged-518	238	44	student	student	NOUN
impactinged-518	238	45	absenteeism	absenteeism	NOUN
impactinged-518	238	46	and	and	CCONJ
impactinged-518	238	47	bullying	bullying	NOUN
impactinged-518	238	48	.	.	PUNCT
impactinged-518	239	1	the	the	DET
impactinged-518	239	2	ai	ai	VERB
impactinged-518	239	3	further	far	ADV
impactinged-518	239	4	outlines	outline	VERB
impactinged-518	239	5	specific	specific	ADJ
impactinged-518	239	6	statistical	statistical	ADJ
impactinged-518	239	7	tests	test	NOUN
impactinged-518	239	8	,	,	PUNCT
impactinged-518	239	9	including	include	VERB
impactinged-518	239	10	pearson	pearson	PROPN
impactinged-518	239	11	’s	’s	PART
impactinged-518	239	12	correlation	correlation	NOUN
impactinged-518	239	13	coefficient	coefficient	NOUN
impactinged-518	239	14	and	and	CCONJ
impactinged-518	239	15	spearman	spearman	NOUN
impactinged-518	239	16	’s	’s	PART
impactinged-518	239	17	rank	rank	PROPN
impactinged-518	239	18	correlation	correlation	NOUN
impactinged-518	239	19	,	,	PUNCT
impactinged-518	239	20	suitable	suitable	ADJ
impactinged-518	239	21	for	for	ADP
impactinged-518	239	22	this	this	DET
impactinged-518	239	23	type	type	NOUN
impactinged-518	239	24	of	of	ADP
impactinged-518	239	25	analysis	analysis	NOUN
impactinged-518	239	26	.	.	PUNCT
impactinged-518	240	1	claude	claude	PROPN
impactinged-518	240	2	ai	ai	VERB
impactinged-518	240	3	:	:	PUNCT
impactinged-518	240	4	“	"	PUNCT
impactinged-518	240	5	based	base	VERB
impactinged-518	240	6	on	on	ADP
impactinged-518	240	7	your	your	PRON
impactinged-518	240	8	research	research	NOUN
impactinged-518	240	9	question	question	NOUN
impactinged-518	240	10	'	'	PUNCT
impactinged-518	240	11	what	what	PRON
impactinged-518	240	12	is	be	AUX
impactinged-518	240	13	the	the	DET
impactinged-518	240	14	relationship	relationship	NOUN
impactinged-518	240	15	between	between	ADP
impactinged-518	240	16	student	student	NOUN
impactinged-518	240	17	absenteeism	absenteeism	NOUN
impactinged-518	240	18	and	and	CCONJ
impactinged-518	240	19	bullying	bullying	NOUN
impactinged-518	240	20	?	?	PUNCT
impactinged-518	240	21	'	'	PUNCT
impactinged-518	240	22	,	,	PUNCT
impactinged-518	240	23	an	an	DET
impactinged-518	240	24	appropriate	appropriate	ADJ
impactinged-518	240	25	statistical	statistical	ADJ
impactinged-518	240	26	analysis	analysis	NOUN
impactinged-518	240	27	would	would	AUX
impactinged-518	240	28	be	be	AUX
impactinged-518	240	29	a	a	DET
impactinged-518	240	30	correlational	correlational	ADJ
impactinged-518	240	31	study	study	NOUN
impactinged-518	240	32	.	.	PUNCT
impactinged-518	241	1	a	a	DET
impactinged-518	241	2	correlational	correlational	ADJ
impactinged-518	241	3	study	study	NOUN
impactinged-518	241	4	examines	examine	VERB
impactinged-518	241	5	the	the	DET
impactinged-518	241	6	relationship	relationship	NOUN
impactinged-518	241	7	or	or	CCONJ
impactinged-518	241	8	association	association	NOUN
impactinged-518	241	9	between	between	ADP
impactinged-518	241	10	two	two	NUM
impactinged-518	241	11	or	or	CCONJ
impactinged-518	241	12	more	more	ADJ
impactinged-518	241	13	variables	variable	NOUN
impactinged-518	241	14	without	without	ADP
impactinged-518	241	15	implying	imply	VERB
impactinged-518	241	16	causation	causation	NOUN
impactinged-518	241	17	.	.	PUNCT
impactinged-518	242	1	in	in	ADP
impactinged-518	242	2	your	your	PRON
impactinged-518	242	3	case	case	NOUN
impactinged-518	242	4	,	,	PUNCT
impactinged-518	242	5	you	you	PRON
impactinged-518	242	6	want	want	VERB
impactinged-518	242	7	to	to	PART
impactinged-518	242	8	investigate	investigate	VERB
impactinged-518	242	9	if	if	SCONJ
impactinged-518	242	10	there	there	PRON
impactinged-518	242	11	is	be	VERB
impactinged-518	242	12	a	a	DET
impactinged-518	242	13	relationship	relationship	NOUN
impactinged-518	242	14	between	between	ADP
impactinged-518	242	15	student	student	NOUN
impactinged-518	242	16	absenteeism	absenteeism	NOUN
impactinged-518	242	17	(	(	PUNCT
impactinged-518	242	18	one	one	NUM
impactinged-518	242	19	variable	variable	NOUN
impactinged-518	242	20	)	)	PUNCT
impactinged-518	242	21	and	and	CCONJ
impactinged-518	242	22	bullying	bully	VERB
impactinged-518	242	23	(	(	PUNCT
impactinged-518	242	24	another	another	DET
impactinged-518	242	25	variable	variable	NOUN
impactinged-518	242	26	)	)	PUNCT
impactinged-518	242	27	.	.	PUNCT
impactinged-518	243	1	specifically	specifically	ADV
impactinged-518	243	2	,	,	PUNCT
impactinged-518	243	3	you	you	PRON
impactinged-518	243	4	could	could	AUX
impactinged-518	243	5	use	use	VERB
impactinged-518	243	6	the	the	DET
impactinged-518	243	7	following	follow	VERB
impactinged-518	243	8	statistical	statistical	ADJ
impactinged-518	243	9	analyses	analysis	NOUN
impactinged-518	243	10	:	:	PUNCT
impactinged-518	243	11	framework	framework	NOUN
impactinged-518	243	12	for	for	ADP
impactinged-518	243	13	generative	generative	ADJ
impactinged-518	243	14	ai	ai	VERB
impactinged-518	243	15	in	in	ADP
impactinged-518	243	16	statistics	statistic	NOUN
impactinged-518	243	17	impacting	impact	VERB
impactinged-518	243	18	education	education	NOUN
impactinged-518	243	19	:	:	PUNCT
impactinged-518	243	20	journal	journal	NOUN
impactinged-518	243	21	on	on	ADP
impactinged-518	243	22	transforming	transform	VERB
impactinged-518	243	23	professional	professional	ADJ
impactinged-518	243	24	practice	practice	NOUN
impactinged-518	243	25	impactinged.pitt.edu	impactinged.pitt.edu	PROPN
impactinged-518	243	26	vol	vol	NOUN
impactinged-518	243	27	.	.	PROPN
impactinged-518	244	1	10	10	NUM
impactinged-518	244	2	no	no	NOUN
impactinged-518	244	3	.	.	NOUN
impactinged-518	244	4	1	1	NUM
impactinged-518	244	5	(	(	PUNCT
impactinged-518	244	6	2025	2025	NUM
impactinged-518	244	7	)	)	PUNCT
impactinged-518	244	8	doi	doi	NOUN
impactinged-518	244	9	10.5195	10.5195	NUM
impactinged-518	244	10	/	/	SYM
impactinged-518	244	11	ie.2025.518	ie.2025.518	PROPN
impactinged-518	244	12	63	63	NUM
impactinged-518	244	13	1	1	NUM
impactinged-518	244	14	.	.	PUNCT
impactinged-518	245	1	pearson	pearson	PROPN
impactinged-518	245	2	’s	’s	PART
impactinged-518	245	3	correlation	correlation	NOUN
impactinged-518	245	4	coefficient	coefficient	NOUN
impactinged-518	245	5	(	(	PUNCT
impactinged-518	245	6	r	r	NOUN
impactinged-518	245	7	):	):	PUNCT
impactinged-518	245	8			NOUN
impactinged-518	245	9	this	this	DET
impactinged-518	245	10	measures	measure	VERB
impactinged-518	245	11	the	the	DET
impactinged-518	245	12	strength	strength	NOUN
impactinged-518	245	13	and	and	CCONJ
impactinged-518	245	14	direction	direction	NOUN
impactinged-518	245	15	of	of	ADP
impactinged-518	245	16	the	the	DET
impactinged-518	245	17	linear	linear	ADJ
impactinged-518	245	18	relationship	relationship	NOUN
impactinged-518	245	19	between	between	ADP
impactinged-518	245	20	two	two	NUM
impactinged-518	245	21	continuous	continuous	ADJ
impactinged-518	245	22	variables	variable	NOUN
impactinged-518	245	23	.	.	PUNCT
impactinged-518	246	1	this	this	DET
impactinged-518	246	2	measures	measure	VERB
impactinged-518	246	3	the	the	DET
impactinged-518	246	4	strength	strength	NOUN
impactinged-518	246	5	and	and	CCONJ
impactinged-518	246	6	direction	direction	NOUN
impactinged-518	246	7	of	of	ADP
impactinged-518	246	8	the	the	DET
impactinged-518	246	9	linear	linear	ADJ
impactinged-518	246	10	relationship	relationship	NOUN
impactinged-518	246	11	between	between	ADP
impactinged-518	246	12	two	two	NUM
impactinged-518	246	13	continuous	continuous	ADJ
impactinged-518	246	14	variables.you	variables.you	PRON
impactinged-518	246	15	would	would	AUX
impactinged-518	246	16	calculate	calculate	VERB
impactinged-518	246	17	the	the	DET
impactinged-518	246	18	correlation	correlation	NOUN
impactinged-518	246	19	coefficient	coefficient	NOUN
impactinged-518	246	20	between	between	ADP
impactinged-518	246	21	your	your	PRON
impactinged-518	246	22	measures	measure	NOUN
impactinged-518	246	23	of	of	ADP
impactinged-518	246	24	student	student	NOUN
impactinged-518	246	25	absenteeism	absenteeism	NOUN
impactinged-518	246	26	and	and	CCONJ
impactinged-518	246	27	bullying	bullying	NOUN
impactinged-518	246	28	.	.	PUNCT
impactinged-518	247	1	2	2	X
impactinged-518	247	2	.	.	X
impactinged-518	247	3	spearman	spearman	NOUN
impactinged-518	247	4	’s	’s	PART
impactinged-518	247	5	rank	rank	PROPN
impactinged-518	247	6	correlation	correlation	NOUN
impactinged-518	247	7	:	:	PUNCT
impactinged-518	247	8			NOUN
impactinged-518	247	9	if	if	SCONJ
impactinged-518	247	10	your	your	PRON
impactinged-518	247	11	data	datum	NOUN
impactinged-518	247	12	violates	violate	VERB
impactinged-518	247	13	the	the	DET
impactinged-518	247	14	assumptions	assumption	NOUN
impactinged-518	247	15	of	of	ADP
impactinged-518	247	16	pearson	pearson	PROPN
impactinged-518	247	17	’s	’s	PART
impactinged-518	247	18	r	r	NOUN
impactinged-518	247	19	(	(	PUNCT
impactinged-518	247	20	e.g.	e.g.	ADV
impactinged-518	247	21	,	,	PUNCT
impactinged-518	247	22	not	not	PART
impactinged-518	247	23	normally	normally	ADV
impactinged-518	247	24	distributed	distribute	VERB
impactinged-518	247	25	)	)	PUNCT
impactinged-518	247	26	,	,	PUNCT
impactinged-518	247	27	you	you	PRON
impactinged-518	247	28	can	can	AUX
impactinged-518	247	29	use	use	VERB
impactinged-518	247	30	spearman	spearman	NOUN
impactinged-518	247	31	’s	’s	PART
impactinged-518	247	32	non	non	ADJ
impactinged-518	247	33	-	-	ADJ
impactinged-518	247	34	parametric	parametric	ADJ
impactinged-518	247	35	correlation	correlation	NOUN
impactinged-518	247	36	.	.	PUNCT
impactinged-518	248	1	before	before	ADP
impactinged-518	248	2	conducting	conduct	VERB
impactinged-518	248	3	the	the	DET
impactinged-518	248	4	analysis	analysis	NOUN
impactinged-518	248	5	,	,	PUNCT
impactinged-518	248	6	you	you	PRON
impactinged-518	248	7	should	should	AUX
impactinged-518	248	8	screen	screen	VERB
impactinged-518	248	9	your	your	PRON
impactinged-518	248	10	data	datum	NOUN
impactinged-518	248	11	,	,	PUNCT
impactinged-518	248	12	check	check	VERB
impactinged-518	248	13	for	for	ADP
impactinged-518	248	14	missing	miss	VERB
impactinged-518	248	15	values	value	NOUN
impactinged-518	248	16	,	,	PUNCT
impactinged-518	248	17	assess	assess	NOUN
impactinged-518	248	18	assumptions	assumption	NOUN
impactinged-518	248	19	(	(	PUNCT
impactinged-518	248	20	e.g.	e.g.	ADV
impactinged-518	248	21	,	,	PUNCT
impactinged-518	248	22	normality	normality	NOUN
impactinged-518	248	23	,	,	PUNCT
impactinged-518	248	24	linearity	linearity	NOUN
impactinged-518	248	25	)	)	PUNCT
impactinged-518	248	26	,	,	PUNCT
impactinged-518	248	27	and	and	CCONJ
impactinged-518	248	28	ensure	ensure	VERB
impactinged-518	248	29	your	your	PRON
impactinged-518	248	30	variables	variable	NOUN
impactinged-518	248	31	are	be	AUX
impactinged-518	248	32	properly	properly	ADV
impactinged-518	248	33	coded	code	VERB
impactinged-518	248	34	and	and	CCONJ
impactinged-518	248	35	scaled	scale	VERB
impactinged-518	248	36	.	.	PUNCT
impactinged-518	249	1	additionally	additionally	ADV
impactinged-518	249	2	,	,	PUNCT
impactinged-518	249	3	you	you	PRON
impactinged-518	249	4	may	may	AUX
impactinged-518	249	5	want	want	VERB
impactinged-518	249	6	to	to	PART
impactinged-518	249	7	consider	consider	VERB
impactinged-518	249	8	controlling	control	VERB
impactinged-518	249	9	for	for	ADP
impactinged-518	249	10	potential	potential	ADJ
impactinged-518	249	11	confounding	confound	VERB
impactinged-518	249	12	variables	variable	NOUN
impactinged-518	249	13	(	(	PUNCT
impactinged-518	249	14	e.g.	e.g.	ADV
impactinged-518	249	15	,	,	PUNCT
impactinged-518	249	16	socioeconomic	socioeconomic	ADJ
impactinged-518	249	17	status	status	NOUN
impactinged-518	249	18	,	,	PUNCT
impactinged-518	249	19	school	school	NOUN
impactinged-518	249	20	environment	environment	NOUN
impactinged-518	249	21	)	)	PUNCT
impactinged-518	249	22	using	use	VERB
impactinged-518	249	23	partial	partial	ADJ
impactinged-518	249	24	correlation	correlation	NOUN
impactinged-518	249	25	or	or	CCONJ
impactinged-518	249	26	multiple	multiple	ADJ
impactinged-518	249	27	regression	regression	NOUN
impactinged-518	249	28	.	.	PUNCT
impactinged-518	250	1	if	if	SCONJ
impactinged-518	250	2	your	your	PRON
impactinged-518	250	3	data	datum	NOUN
impactinged-518	250	4	violates	violate	VERB
impactinged-518	250	5	the	the	DET
impactinged-518	250	6	assumptions	assumption	NOUN
impactinged-518	250	7	of	of	ADP
impactinged-518	250	8	pearson	pearson	PROPN
impactinged-518	250	9	’s	’s	PART
impactinged-518	250	10	r	r	NOUN
impactinged-518	250	11	(	(	PUNCT
impactinged-518	250	12	e.g.	e.g.	ADV
impactinged-518	250	13	,	,	PUNCT
impactinged-518	250	14	not	not	PART
impactinged-518	250	15	normally	normally	ADV
impactinged-518	250	16	distributed	distribute	VERB
impactinged-518	250	17	)	)	PUNCT
impactinged-518	250	18	,	,	PUNCT
impactinged-518	250	19	you	you	PRON
impactinged-518	250	20	can	can	AUX
impactinged-518	250	21	use	use	VERB
impactinged-518	250	22	spearman	spearman	NOUN
impactinged-518	250	23	’s	’s	PART
impactinged-518	250	24	non	non	ADJ
impactinged-518	250	25	-	-	ADJ
impactinged-518	250	26	parametric	parametric	ADJ
impactinged-518	250	27	correlation	correlation	NOUN
impactinged-518	250	28	.	.	PUNCT
impactinged-518	251	1	before	before	ADP
impactinged-518	251	2	conducting	conduct	VERB
impactinged-518	251	3	the	the	DET
impactinged-518	251	4	analysis	analysis	NOUN
impactinged-518	251	5	,	,	PUNCT
impactinged-518	251	6	you	you	PRON
impactinged-518	251	7	should	should	AUX
impactinged-518	251	8	screen	screen	VERB
impactinged-518	251	9	your	your	PRON
impactinged-518	251	10	data	datum	NOUN
impactinged-518	251	11	,	,	PUNCT
impactinged-518	251	12	check	check	VERB
impactinged-518	251	13	for	for	ADP
impactinged-518	251	14	missing	miss	VERB
impactinged-518	251	15	values	value	NOUN
impactinged-518	251	16	,	,	PUNCT
impactinged-518	251	17	assess	assess	NOUN
impactinged-518	251	18	assumptions	assumption	NOUN
impactinged-518	251	19	(	(	PUNCT
impactinged-518	251	20	e.g.	e.g.	ADV
impactinged-518	251	21	,	,	PUNCT
impactinged-518	251	22	normality	normality	NOUN
impactinged-518	251	23	,	,	PUNCT
impactinged-518	251	24	linearity	linearity	NOUN
impactinged-518	251	25	)	)	PUNCT
impactinged-518	251	26	,	,	PUNCT
impactinged-518	251	27	and	and	CCONJ
impactinged-518	251	28	ensure	ensure	VERB
impactinged-518	251	29	your	your	PRON
impactinged-518	251	30	variables	variable	NOUN
impactinged-518	251	31	are	be	AUX
impactinged-518	251	32	properly	properly	ADV
impactinged-518	251	33	coded	code	VERB
impactinged-518	251	34	and	and	CCONJ
impactinged-518	251	35	scaled	scale	VERB
impactinged-518	251	36	.	.	PUNCT
impactinged-518	252	1	additionally	additionally	ADV
impactinged-518	252	2	,	,	PUNCT
impactinged-518	252	3	you	you	PRON
impactinged-518	252	4	may	may	AUX
impactinged-518	252	5	want	want	VERB
impactinged-518	252	6	to	to	PART
impactinged-518	252	7	consider	consider	VERB
impactinged-518	252	8	controlling	control	VERB
impactinged-518	252	9	for	for	ADP
impactinged-518	252	10	potential	potential	ADJ
impactinged-518	252	11	confounding	confound	VERB
impactinged-518	252	12	variables	variable	NOUN
impactinged-518	252	13	(	(	PUNCT
impactinged-518	252	14	e.g.	e.g.	ADV
impactinged-518	252	15	,	,	PUNCT
impactinged-518	252	16	socioeconomic	socioeconomic	ADJ
impactinged-518	252	17	status	status	NOUN
impactinged-518	252	18	,	,	PUNCT
impactinged-518	252	19	school	school	NOUN
impactinged-518	252	20	environment	environment	NOUN
impactinged-518	252	21	)	)	PUNCT
impactinged-518	252	22	using	use	VERB
impactinged-518	252	23	partial	partial	ADJ
impactinged-518	252	24	correlation	correlation	NOUN
impactinged-518	252	25	or	or	CCONJ
impactinged-518	252	26	multiple	multiple	ADJ
impactinged-518	252	27	regression.this	regression.this	PRON
impactinged-518	252	28	dialogue	dialogue	NOUN
impactinged-518	252	29	exemplifies	exemplify	VERB
impactinged-518	252	30	the	the	DET
impactinged-518	252	31	ai	ai	NOUN
impactinged-518	252	32	’s	’s	PART
impactinged-518	252	33	capacity	capacity	NOUN
impactinged-518	252	34	to	to	PART
impactinged-518	252	35	provide	provide	VERB
impactinged-518	252	36	tailored	tailor	VERB
impactinged-518	252	37	statistical	statistical	ADJ
impactinged-518	252	38	advice	advice	NOUN
impactinged-518	252	39	based	base	VERB
impactinged-518	252	40	on	on	ADP
impactinged-518	252	41	a	a	DET
impactinged-518	252	42	researcher	researcher	NOUN
impactinged-518	252	43	’s	’s	PART
impactinged-518	252	44	specific	specific	ADJ
impactinged-518	252	45	query	query	NOUN
impactinged-518	252	46	.	.	PUNCT
impactinged-518	253	1	by	by	ADP
impactinged-518	253	2	offering	offer	VERB
impactinged-518	253	3	concrete	concrete	ADJ
impactinged-518	253	4	recommendations	recommendation	NOUN
impactinged-518	253	5	and	and	CCONJ
impactinged-518	253	6	explanations	explanation	NOUN
impactinged-518	253	7	,	,	PUNCT
impactinged-518	253	8	the	the	DET
impactinged-518	253	9	ai	ai	NOUN
impactinged-518	253	10	empowers	empower	VERB
impactinged-518	253	11	researchers	researcher	NOUN
impactinged-518	253	12	to	to	PART
impactinged-518	253	13	make	make	VERB
impactinged-518	253	14	informed	informed	ADJ
impactinged-518	253	15	decisions	decision	NOUN
impactinged-518	253	16	about	about	ADP
impactinged-518	253	17	their	their	PRON
impactinged-518	253	18	data	datum	NOUN
impactinged-518	253	19	analysis	analysis	NOUN
impactinged-518	253	20	strategies	strategy	NOUN
impactinged-518	253	21	and	and	CCONJ
impactinged-518	253	22	develop	develop	VERB
impactinged-518	253	23	a	a	DET
impactinged-518	253	24	rationale	rationale	NOUN
impactinged-518	253	25	for	for	ADP
impactinged-518	253	26	their	their	PRON
impactinged-518	253	27	choice	choice	NOUN
impactinged-518	253	28	of	of	ADP
impactinged-518	253	29	statistical	statistical	ADJ
impactinged-518	253	30	test	test	NOUN
impactinged-518	253	31	.	.	PUNCT
impactinged-518	254	1	in	in	ADP
impactinged-518	254	2	this	this	DET
impactinged-518	254	3	instance	instance	NOUN
impactinged-518	254	4	,	,	PUNCT
impactinged-518	254	5	the	the	DET
impactinged-518	254	6	response	response	NOUN
impactinged-518	254	7	emphasized	emphasize	VERB
impactinged-518	254	8	the	the	DET
impactinged-518	254	9	need	need	NOUN
impactinged-518	254	10	to	to	PART
impactinged-518	254	11	examine	examine	VERB
impactinged-518	254	12	the	the	DET
impactinged-518	254	13	distribution	distribution	NOUN
impactinged-518	254	14	of	of	ADP
impactinged-518	254	15	the	the	DET
impactinged-518	254	16	data	datum	NOUN
impactinged-518	254	17	prior	prior	ADV
impactinged-518	254	18	to	to	ADP
impactinged-518	254	19	selecting	select	VERB
impactinged-518	254	20	an	an	DET
impactinged-518	254	21	appropriate	appropriate	ADJ
impactinged-518	254	22	test	test	NOUN
impactinged-518	254	23	.	.	PUNCT
impactinged-518	255	1	the	the	DET
impactinged-518	255	2	student	student	NOUN
impactinged-518	255	3	is	be	AUX
impactinged-518	255	4	expected	expect	VERB
impactinged-518	255	5	to	to	PART
impactinged-518	255	6	use	use	VERB
impactinged-518	255	7	their	their	PRON
impactinged-518	255	8	existing	exist	VERB
impactinged-518	255	9	knowledge	knowledge	NOUN
impactinged-518	255	10	to	to	PART
impactinged-518	255	11	make	make	VERB
impactinged-518	255	12	the	the	DET
impactinged-518	255	13	decision	decision	NOUN
impactinged-518	255	14	on	on	ADP
impactinged-518	255	15	which	which	DET
impactinged-518	255	16	test	test	NOUN
impactinged-518	255	17	is	be	AUX
impactinged-518	255	18	most	most	ADV
impactinged-518	255	19	appropriate	appropriate	ADJ
impactinged-518	255	20	.	.	PUNCT
impactinged-518	256	1	additionally	additionally	ADV
impactinged-518	256	2	,	,	PUNCT
impactinged-518	256	3	the	the	DET
impactinged-518	256	4	student	student	NOUN
impactinged-518	256	5	was	be	AUX
impactinged-518	256	6	guided	guide	VERB
impactinged-518	256	7	towards	towards	ADP
impactinged-518	256	8	the	the	DET
impactinged-518	256	9	subsequent	subsequent	ADJ
impactinged-518	256	10	step	step	NOUN
impactinged-518	256	11	in	in	ADP
impactinged-518	256	12	the	the	DET
impactinged-518	256	13	framework	framework	NOUN
impactinged-518	256	14	,	,	PUNCT
impactinged-518	256	15	which	which	PRON
impactinged-518	256	16	involves	involve	VERB
impactinged-518	256	17	checking	check	VERB
impactinged-518	256	18	the	the	DET
impactinged-518	256	19	assumptions	assumption	NOUN
impactinged-518	256	20	of	of	ADP
impactinged-518	256	21	the	the	DET
impactinged-518	256	22	chosen	choose	VERB
impactinged-518	256	23	test	test	NOUN
impactinged-518	256	24	.	.	PUNCT
impactinged-518	257	1	step	step	NOUN
impactinged-518	257	2	3	3	NUM
impactinged-518	257	3	—	—	PUNCT
impactinged-518	257	4	check	check	VERB
impactinged-518	257	5	the	the	DET
impactinged-518	257	6	assumptions	assumption	NOUN
impactinged-518	257	7	of	of	ADP
impactinged-518	257	8	the	the	DET
impactinged-518	257	9	statistical	statistical	ADJ
impactinged-518	257	10	tests	test	NOUN
impactinged-518	257	11	.	.	PUNCT
impactinged-518	258	1	the	the	DET
impactinged-518	258	2	following	follow	VERB
impactinged-518	258	3	dialogue	dialogue	NOUN
impactinged-518	258	4	highlights	highlight	VERB
impactinged-518	258	5	the	the	DET
impactinged-518	258	6	importance	importance	NOUN
impactinged-518	258	7	of	of	ADP
impactinged-518	258	8	assessing	assess	VERB
impactinged-518	258	9	statistical	statistical	ADJ
impactinged-518	258	10	assumptions	assumption	NOUN
impactinged-518	258	11	before	before	ADP
impactinged-518	258	12	conducting	conduct	VERB
impactinged-518	258	13	an	an	DET
impactinged-518	258	14	analysis	analysis	NOUN
impactinged-518	258	15	.	.	PUNCT
impactinged-518	259	1	the	the	DET
impactinged-518	259	2	student	student	NOUN
impactinged-518	259	3	seeks	seek	VERB
impactinged-518	259	4	clarification	clarification	NOUN
impactinged-518	259	5	on	on	ADP
impactinged-518	259	6	the	the	DET
impactinged-518	259	7	assumptions	assumption	NOUN
impactinged-518	259	8	underlying	underlie	VERB
impactinged-518	259	9	pearson	pearson	NOUN
impactinged-518	259	10	’s	’s	PART
impactinged-518	259	11	correlation	correlation	NOUN
impactinged-518	259	12	coefficient	coefficient	NOUN
impactinged-518	259	13	.	.	PUNCT
impactinged-518	260	1	student	student	NOUN
impactinged-518	260	2	:	:	PUNCT
impactinged-518	260	3	“	"	PUNCT
impactinged-518	260	4	i	i	PRON
impactinged-518	260	5	think	think	VERB
impactinged-518	260	6	that	that	SCONJ
impactinged-518	260	7	the	the	DET
impactinged-518	260	8	pearson	pearson	PROPN
impactinged-518	260	9	’s	’s	PART
impactinged-518	260	10	correlation	correlation	NOUN
impactinged-518	260	11	is	be	AUX
impactinged-518	260	12	the	the	DET
impactinged-518	260	13	best	good	ADJ
impactinged-518	260	14	choice	choice	NOUN
impactinged-518	260	15	.	.	PUNCT
impactinged-518	261	1	can	can	AUX
impactinged-518	261	2	you	you	PRON
impactinged-518	261	3	tell	tell	VERB
impactinged-518	261	4	me	i	PRON
impactinged-518	261	5	what	what	PRON
impactinged-518	261	6	the	the	DET
impactinged-518	261	7	assumptions	assumption	NOUN
impactinged-518	261	8	are	be	AUX
impactinged-518	261	9	for	for	ADP
impactinged-518	261	10	that	that	DET
impactinged-518	261	11	statistical	statistical	ADJ
impactinged-518	261	12	test	test	NOUN
impactinged-518	261	13	?	?	PUNCT
impactinged-518	262	1	i	i	PRON
impactinged-518	262	2	want	want	VERB
impactinged-518	262	3	to	to	PART
impactinged-518	262	4	make	make	VERB
impactinged-518	262	5	sure	sure	ADJ
impactinged-518	262	6	i	i	PRON
impactinged-518	262	7	have	have	VERB
impactinged-518	262	8	the	the	DET
impactinged-518	262	9	correct	correct	ADJ
impactinged-518	262	10	types	type	NOUN
impactinged-518	262	11	of	of	ADP
impactinged-518	262	12	variables	variable	NOUN
impactinged-518	262	13	.	.	PUNCT
impactinged-518	262	14	”	"	PUNCT
impactinged-518	263	1	in	in	ADP
impactinged-518	263	2	response	response	NOUN
impactinged-518	263	3	,	,	PUNCT
impactinged-518	263	4	the	the	DET
impactinged-518	263	5	ai	ai	NOUN
impactinged-518	263	6	provides	provide	VERB
impactinged-518	263	7	a	a	DET
impactinged-518	263	8	detailed	detailed	ADJ
impactinged-518	263	9	explanation	explanation	NOUN
impactinged-518	263	10	of	of	ADP
impactinged-518	263	11	the	the	DET
impactinged-518	263	12	key	key	ADJ
impactinged-518	263	13	assumptions	assumption	NOUN
impactinged-518	263	14	for	for	ADP
impactinged-518	263	15	pearson	pearson	PROPN
impactinged-518	263	16	’s	’s	PART
impactinged-518	263	17	correlation	correlation	NOUN
impactinged-518	263	18	,	,	PUNCT
impactinged-518	263	19	including	include	VERB
impactinged-518	263	20	linearity	linearity	NOUN
impactinged-518	263	21	and	and	CCONJ
impactinged-518	263	22	the	the	DET
impactinged-518	263	23	absence	absence	NOUN
impactinged-518	263	24	of	of	ADP
impactinged-518	263	25	outliers	outlier	NOUN
impactinged-518	263	26	.	.	PUNCT
impactinged-518	264	1	the	the	DET
impactinged-518	264	2	ai	ai	NOUN
impactinged-518	264	3	further	far	ADV
impactinged-518	264	4	emphasizes	emphasize	VERB
impactinged-518	264	5	the	the	DET
impactinged-518	264	6	importance	importance	NOUN
impactinged-518	264	7	of	of	ADP
impactinged-518	264	8	checking	check	VERB
impactinged-518	264	9	these	these	DET
impactinged-518	264	10	assumptions	assumption	NOUN
impactinged-518	264	11	before	before	ADP
impactinged-518	264	12	interpreting	interpret	VERB
impactinged-518	264	13	the	the	DET
impactinged-518	264	14	results	result	NOUN
impactinged-518	264	15	and	and	CCONJ
impactinged-518	264	16	offers	offer	VERB
impactinged-518	264	17	potential	potential	ADJ
impactinged-518	264	18	solutions	solution	NOUN
impactinged-518	264	19	for	for	ADP
impactinged-518	264	20	addressing	address	VERB
impactinged-518	264	21	assumption	assumption	NOUN
impactinged-518	264	22	violations	violation	NOUN
impactinged-518	264	23	.	.	PUNCT
impactinged-518	265	1	claude	claude	PROPN
impactinged-518	265	2	ai	ai	VERB
impactinged-518	265	3	:	:	PUNCT
impactinged-518	265	4	“	"	PUNCT
impactinged-518	265	5	certainly	certainly	ADV
impactinged-518	265	6	,	,	PUNCT
impactinged-518	265	7	here	here	ADV
impactinged-518	265	8	are	be	AUX
impactinged-518	265	9	the	the	DET
impactinged-518	265	10	main	main	ADJ
impactinged-518	265	11	assumptions	assumption	NOUN
impactinged-518	265	12	for	for	ADP
impactinged-518	265	13	pearson	pearson	PROPN
impactinged-518	265	14	’s	’s	PART
impactinged-518	265	15	correlation	correlation	NOUN
impactinged-518	265	16	:	:	PUNCT
impactinged-518	265	17	1	1	X
impactinged-518	265	18	.	.	X
impactinged-518	265	19	linearity	linearity	NOUN
impactinged-518	265	20	:	:	PUNCT
impactinged-518	265	21	the	the	DET
impactinged-518	265	22	relationship	relationship	NOUN
impactinged-518	265	23	between	between	ADP
impactinged-518	265	24	the	the	DET
impactinged-518	265	25	two	two	NUM
impactinged-518	265	26	variables	variable	NOUN
impactinged-518	265	27	should	should	AUX
impactinged-518	265	28	be	be	AUX
impactinged-518	265	29	linear	linear	ADJ
impactinged-518	265	30	.	.	PUNCT
impactinged-518	266	1	if	if	SCONJ
impactinged-518	266	2	the	the	DET
impactinged-518	266	3	relationship	relationship	NOUN
impactinged-518	266	4	is	be	AUX
impactinged-518	266	5	non	non	ADJ
impactinged-518	266	6	-	-	ADJ
impactinged-518	266	7	linear	linear	ADJ
impactinged-518	266	8	,	,	PUNCT
impactinged-518	266	9	the	the	DET
impactinged-518	266	10	pearson	pearson	NOUN
impactinged-518	266	11	correlation	correlation	NOUN
impactinged-518	266	12	may	may	AUX
impactinged-518	266	13	underestimate	underestimate	VERB
impactinged-518	266	14	the	the	DET
impactinged-518	266	15	true	true	ADJ
impactinged-518	266	16	relationship	relationship	NOUN
impactinged-518	266	17	.	.	PUNCT
impactinged-518	267	1	2	2	X
impactinged-518	267	2	.	.	X
impactinged-518	267	3	no	no	DET
impactinged-518	267	4	outliers	outlier	NOUN
impactinged-518	267	5	:	:	PUNCT
impactinged-518	267	6	outliers	outlier	NOUN
impactinged-518	267	7	can	can	AUX
impactinged-518	267	8	have	have	VERB
impactinged-518	267	9	a	a	DET
impactinged-518	267	10	substantial	substantial	ADJ
impactinged-518	267	11	influence	influence	NOUN
impactinged-518	267	12	on	on	ADP
impactinged-518	267	13	the	the	DET
impactinged-518	267	14	correlation	correlation	NOUN
impactinged-518	267	15	coefficient	coefficient	NOUN
impactinged-518	267	16	,	,	PUNCT
impactinged-518	267	17	inflating	inflate	VERB
impactinged-518	267	18	or	or	CCONJ
impactinged-518	267	19	deflating	deflate	VERB
impactinged-518	267	20	it	it	PRON
impactinged-518	267	21	.	.	PUNCT
impactinged-518	268	1	dealing	deal	VERB
impactinged-518	268	2	with	with	ADP
impactinged-518	268	3	outliers	outlier	NOUN
impactinged-518	268	4	is	be	AUX
impactinged-518	268	5	advisable	advisable	ADJ
impactinged-518	268	6	.	.	PUNCT
impactinged-518	268	7	”	"	PUNCT
impactinged-518	269	1	it	it	PRON
impactinged-518	269	2	’s	’	VERB
impactinged-518	269	3	important	important	ADJ
impactinged-518	269	4	to	to	PART
impactinged-518	269	5	check	check	VERB
impactinged-518	269	6	these	these	DET
impactinged-518	269	7	assumptions	assumption	NOUN
impactinged-518	269	8	before	before	ADP
impactinged-518	269	9	interpreting	interpret	VERB
impactinged-518	269	10	the	the	DET
impactinged-518	269	11	pearson	pearson	NOUN
impactinged-518	269	12	correlation	correlation	NOUN
impactinged-518	269	13	results	result	NOUN
impactinged-518	269	14	.	.	PUNCT
impactinged-518	270	1	violations	violation	NOUN
impactinged-518	270	2	can	can	AUX
impactinged-518	270	3	impact	impact	VERB
impactinged-518	270	4	the	the	DET
impactinged-518	270	5	accuracy	accuracy	NOUN
impactinged-518	270	6	and	and	CCONJ
impactinged-518	270	7	meaning	meaning	NOUN
impactinged-518	270	8	of	of	ADP
impactinged-518	270	9	the	the	DET
impactinged-518	270	10	coefficient	coefficient	NOUN
impactinged-518	270	11	.	.	PUNCT
impactinged-518	271	1	various	various	ADJ
impactinged-518	271	2	data	datum	NOUN
impactinged-518	271	3	transformations	transformation	NOUN
impactinged-518	271	4	or	or	CCONJ
impactinged-518	271	5	using	use	VERB
impactinged-518	271	6	non	non	ADJ
impactinged-518	271	7	-	-	ADJ
impactinged-518	271	8	parametric	parametric	ADJ
impactinged-518	271	9	alternatives	alternative	NOUN
impactinged-518	271	10	may	may	AUX
impactinged-518	271	11	be	be	AUX
impactinged-518	271	12	required	require	VERB
impactinged-518	271	13	if	if	SCONJ
impactinged-518	271	14	assumptions	assumption	NOUN
impactinged-518	271	15	are	be	AUX
impactinged-518	271	16	violated	violate	VERB
impactinged-518	271	17	.	.	PUNCT
impactinged-518	271	18	”	"	PUNCT
impactinged-518	272	1	this	this	DET
impactinged-518	272	2	dialogue	dialogue	NOUN
impactinged-518	272	3	demonstrates	demonstrate	VERB
impactinged-518	272	4	the	the	DET
impactinged-518	272	5	ai	ai	NOUN
impactinged-518	272	6	tool	tool	NOUN
impactinged-518	272	7	’s	’s	PART
impactinged-518	272	8	ability	ability	NOUN
impactinged-518	272	9	to	to	PART
impactinged-518	272	10	provide	provide	VERB
impactinged-518	272	11	comprehensive	comprehensive	ADJ
impactinged-518	272	12	statistical	statistical	ADJ
impactinged-518	272	13	guidance	guidance	NOUN
impactinged-518	272	14	,	,	PUNCT
impactinged-518	272	15	including	include	VERB
impactinged-518	272	16	the	the	DET
impactinged-518	272	17	crucial	crucial	ADJ
impactinged-518	272	18	step	step	NOUN
impactinged-518	272	19	of	of	ADP
impactinged-518	272	20	assessing	assess	VERB
impactinged-518	272	21	assumptions	assumption	NOUN
impactinged-518	272	22	.	.	PUNCT
impactinged-518	273	1	by	by	ADP
impactinged-518	273	2	prompting	prompt	VERB
impactinged-518	273	3	students	student	NOUN
impactinged-518	273	4	to	to	PART
impactinged-518	273	5	consider	consider	VERB
impactinged-518	273	6	the	the	DET
impactinged-518	273	7	underlying	underlying	ADJ
impactinged-518	273	8	conditions	condition	NOUN
impactinged-518	273	9	for	for	ADP
impactinged-518	273	10	their	their	PRON
impactinged-518	273	11	chosen	choose	VERB
impactinged-518	273	12	statistical	statistical	ADJ
impactinged-518	273	13	test	test	NOUN
impactinged-518	273	14	,	,	PUNCT
impactinged-518	273	15	the	the	DET
impactinged-518	273	16	ai	ai	NOUN
impactinged-518	273	17	fosters	foster	VERB
impactinged-518	273	18	critical	critical	ADJ
impactinged-518	273	19	thinking	thinking	NOUN
impactinged-518	273	20	and	and	CCONJ
impactinged-518	273	21	a	a	DET
impactinged-518	273	22	deeper	deep	ADJ
impactinged-518	273	23	understanding	understanding	NOUN
impactinged-518	273	24	of	of	ADP
impactinged-518	273	25	data	datum	NOUN
impactinged-518	273	26	analysis	analysis	NOUN
impactinged-518	273	27	.	.	PUNCT
impactinged-518	274	1	step	step	NOUN
impactinged-518	274	2	4	4	NUM
impactinged-518	274	3	—	—	PUNCT
impactinged-518	274	4	procedure	procedure	NOUN
impactinged-518	274	5	to	to	PART
impactinged-518	274	6	run	run	VERB
impactinged-518	274	7	the	the	DET
impactinged-518	274	8	analysis	analysis	NOUN
impactinged-518	274	9	.	.	PUNCT
impactinged-518	275	1	to	to	PART
impactinged-518	275	2	illustrate	illustrate	VERB
impactinged-518	275	3	how	how	SCONJ
impactinged-518	275	4	ai	ai	AUX
impactinged-518	275	5	can	can	AUX
impactinged-518	275	6	enhance	enhance	VERB
impactinged-518	275	7	statistical	statistical	ADJ
impactinged-518	275	8	learning	learning	NOUN
impactinged-518	275	9	,	,	PUNCT
impactinged-518	275	10	consider	consider	VERB
impactinged-518	275	11	the	the	DET
impactinged-518	275	12	following	follow	VERB
impactinged-518	275	13	interaction	interaction	NOUN
impactinged-518	275	14	where	where	SCONJ
impactinged-518	275	15	a	a	DET
impactinged-518	275	16	student	student	NOUN
impactinged-518	275	17	seeks	seek	VERB
impactinged-518	275	18	assistance	assistance	NOUN
impactinged-518	275	19	in	in	ADP
impactinged-518	275	20	performing	perform	VERB
impactinged-518	275	21	a	a	DET
impactinged-518	275	22	pearson	pearson	NOUN
impactinged-518	275	23	’s	’s	PART
impactinged-518	275	24	correlation	correlation	NOUN
impactinged-518	275	25	using	use	VERB
impactinged-518	275	26	stata	stata	NOUN
impactinged-518	275	27	.	.	PUNCT
impactinged-518	276	1	student	student	NOUN
impactinged-518	276	2	:	:	PUNCT
impactinged-518	276	3	“	"	PUNCT
impactinged-518	276	4	i	i	PRON
impactinged-518	276	5	'm	be	AUX
impactinged-518	276	6	having	have	VERB
impactinged-518	276	7	trouble	trouble	NOUN
impactinged-518	276	8	running	run	VERB
impactinged-518	276	9	a	a	DET
impactinged-518	276	10	pearson	pearson	NOUN
impactinged-518	276	11	’s	’s	PART
impactinged-518	276	12	correlation	correlation	NOUN
impactinged-518	276	13	in	in	ADP
impactinged-518	276	14	stata	stata	NOUN
impactinged-518	276	15	.	.	PUNCT
impactinged-518	277	1	can	can	AUX
impactinged-518	277	2	you	you	PRON
impactinged-518	277	3	help	help	VERB
impactinged-518	277	4	me	i	PRON
impactinged-518	277	5	with	with	ADP
impactinged-518	277	6	the	the	DET
impactinged-518	277	7	steps	step	NOUN
impactinged-518	277	8	?	?	PUNCT
impactinged-518	277	9	”	"	PUNCT
impactinged-518	277	10	in	in	ADP
impactinged-518	277	11	response	response	NOUN
impactinged-518	277	12	,	,	PUNCT
impactinged-518	277	13	the	the	DET
impactinged-518	277	14	ai	ai	NOUN
impactinged-518	277	15	provides	provide	VERB
impactinged-518	277	16	clear	clear	ADJ
impactinged-518	277	17	and	and	CCONJ
impactinged-518	277	18	concise	concise	ADJ
impactinged-518	277	19	instructions	instruction	NOUN
impactinged-518	277	20	on	on	ADP
impactinged-518	277	21	how	how	SCONJ
impactinged-518	277	22	to	to	PART
impactinged-518	277	23	execute	execute	VERB
impactinged-518	277	24	the	the	DET
impactinged-518	277	25	analysis	analysis	NOUN
impactinged-518	277	26	.	.	PUNCT
impactinged-518	278	1	the	the	DET
impactinged-518	278	2	ai	ai	PROPN
impactinged-518	278	3	outlines	outline	VERB
impactinged-518	278	4	the	the	DET
impactinged-518	278	5	necessary	necessary	ADJ
impactinged-518	278	6	steps	step	NOUN
impactinged-518	278	7	,	,	PUNCT
impactinged-518	278	8	including	include	VERB
impactinged-518	278	9	data	datum	NOUN
impactinged-518	278	10	formatting	format	VERB
impactinged-518	278	11	,	,	PUNCT
impactinged-518	278	12	wtiting	wtite	VERB
impactinged-518	278	13	the	the	DET
impactinged-518	278	14	appropriate	appropriate	ADJ
impactinged-518	278	15	code	code	NOUN
impactinged-518	278	16	,	,	PUNCT
impactinged-518	278	17	and	and	CCONJ
impactinged-518	278	18	selecting	select	VERB
impactinged-518	278	19	the	the	DET
impactinged-518	278	20	desired	desire	VERB
impactinged-518	278	21	options	option	NOUN
impactinged-518	278	22	.	.	PUNCT
impactinged-518	279	1	claude	claude	PROPN
impactinged-518	279	2	ai	ai	VERB
impactinged-518	279	3	:	:	PUNCT
impactinged-518	279	4	“	"	PUNCT
impactinged-518	279	5	to	to	PART
impactinged-518	279	6	run	run	VERB
impactinged-518	279	7	a	a	DET
impactinged-518	279	8	pearson	pearson	NOUN
impactinged-518	279	9	's	's	PART
impactinged-518	279	10	correlation	correlation	NOUN
impactinged-518	279	11	in	in	ADP
impactinged-518	279	12	stata	stata	NOUN
impactinged-518	279	13	,	,	PUNCT
impactinged-518	279	14	follow	follow	VERB
impactinged-518	279	15	these	these	DET
impactinged-518	279	16	steps	step	NOUN
impactinged-518	279	17	:	:	PUNCT
impactinged-518	279	18	(	(	PUNCT
impactinged-518	279	19	1	1	X
impactinged-518	279	20	)	)	PUNCT
impactinged-518	279	21	make	make	VERB
impactinged-518	279	22	sure	sure	ADJ
impactinged-518	279	23	your	your	PRON
impactinged-518	279	24	data	data	NOUN
impactinged-518	279	25	is	be	AUX
impactinged-518	279	26	[	[	X
impactinged-518	279	27	sic	sic	ADJ
impactinged-518	279	28	]	]	PUNCT
impactinged-518	279	29	properly	properly	ADV
impactinged-518	279	30	formatted	format	VERB
impactinged-518	279	31	and	and	CCONJ
impactinged-518	279	32	the	the	DET
impactinged-518	279	33	variables	variable	NOUN
impactinged-518	279	34	you	you	PRON
impactinged-518	279	35	want	want	VERB
impactinged-518	279	36	to	to	PART
impactinged-518	279	37	correlate	correlate	VERB
impactinged-518	279	38	are	be	AUX
impactinged-518	279	39	numeric	numeric	ADJ
impactinged-518	279	40	and	and	CCONJ
impactinged-518	279	41	loaded	load	VERB
impactinged-518	279	42	into	into	ADP
impactinged-518	279	43	stata	stata	NOUN
impactinged-518	279	44	;	;	PUNCT
impactinged-518	279	45	(	(	PUNCT
impactinged-518	279	46	2	2	X
impactinged-518	279	47	)	)	PUNCT
impactinged-518	279	48	the	the	DET
impactinged-518	279	49	command	command	NOUN
impactinged-518	279	50	for	for	ADP
impactinged-518	279	51	pearson	pearson	PROPN
impactinged-518	279	52	's	's	PART
impactinged-518	279	53	correlation	correlation	NOUN
impactinged-518	279	54	in	in	ADP
impactinged-518	279	55	stata	stata	NOUN
impactinged-518	279	56	is	be	AUX
impactinged-518	279	57	:	:	PUNCT
impactinged-518	279	58	pwcorr	pwcorr	PROPN
impactinged-518	279	59	variable1	variable1	PROPN
impactinged-518	279	60	variable2	variable2	PROPN
impactinged-518	279	61	,	,	PUNCT
impactinged-518	279	62	sig	sig	NOUN
impactinged-518	279	63	.	.	PUNCT
impactinged-518	280	1	replace	replace	VERB
impactinged-518	280	2	"	"	PUNCT
impactinged-518	280	3	variable1	variable1	PROPN
impactinged-518	280	4	"	"	PUNCT
impactinged-518	280	5	and	and	CCONJ
impactinged-518	280	6	"	"	PUNCT
impactinged-518	280	7	variable2	variable2	NOUN
impactinged-518	280	8	"	"	PUNCT
impactinged-518	280	9	with	with	ADP
impactinged-518	280	10	the	the	DET
impactinged-518	280	11	names	name	NOUN
impactinged-518	280	12	of	of	ADP
impactinged-518	280	13	the	the	DET
impactinged-518	280	14	variables	variable	NOUN
impactinged-518	280	15	you	you	PRON
impactinged-518	280	16	want	want	VERB
impactinged-518	280	17	to	to	PART
impactinged-518	280	18	correlate	correlate	VERB
impactinged-518	280	19	.	.	PUNCT
impactinged-518	281	1	the	the	DET
impactinged-518	281	2	"	"	PUNCT
impactinged-518	281	3	sig	sig	NOUN
impactinged-518	281	4	"	"	PUNCT
impactinged-518	281	5	option	option	NOUN
impactinged-518	281	6	will	will	AUX
impactinged-518	281	7	display	display	VERB
impactinged-518	281	8	the	the	DET
impactinged-518	281	9	significance	significance	NOUN
impactinged-518	281	10	levels	level	NOUN
impactinged-518	281	11	;	;	PUNCT
impactinged-518	281	12	(	(	PUNCT
impactinged-518	281	13	3	3	X
impactinged-518	281	14	)	)	PUNCT
impactinged-518	281	15	to	to	PART
impactinged-518	281	16	create	create	VERB
impactinged-518	281	17	a	a	DET
impactinged-518	281	18	correlation	correlation	NOUN
impactinged-518	281	19	matrix	matrix	NOUN
impactinged-518	281	20	with	with	ADP
impactinged-518	281	21	all	all	DET
impactinged-518	281	22	variables	variable	NOUN
impactinged-518	281	23	in	in	ADP
impactinged-518	281	24	your	your	PRON
impactinged-518	281	25	dataset	dataset	NOUN
impactinged-518	281	26	:	:	PUNCT
impactinged-518	281	27	pwcorr	pwcorr	PROPN
impactinged-518	281	28	*	*	PROPN
impactinged-518	281	29	,	,	PUNCT
impactinged-518	281	30	sig	sig	NOUN
impactinged-518	281	31	;	;	PUNCT
impactinged-518	281	32	(	(	PUNCT
impactinged-518	281	33	4	4	X
impactinged-518	281	34	)	)	PUNCT
impactinged-518	281	35	if	if	SCONJ
impactinged-518	281	36	you	you	PRON
impactinged-518	281	37	want	want	VERB
impactinged-518	281	38	to	to	PART
impactinged-518	281	39	display	display	VERB
impactinged-518	281	40	the	the	DET
impactinged-518	281	41	number	number	NOUN
impactinged-518	281	42	of	of	ADP
impactinged-518	281	43	observations	observation	NOUN
impactinged-518	281	44	for	for	ADP
impactinged-518	281	45	each	each	DET
impactinged-518	281	46	correlation	correlation	NOUN
impactinged-518	281	47	:	:	PUNCT
impactinged-518	281	48	pwcorr	pwcorr	PROPN
impactinged-518	281	49	variable1	variable1	PROPN
impactinged-518	281	50	variable2	variable2	PROPN
impactinged-518	281	51	,	,	PUNCT
impactinged-518	281	52	obs	obs	PROPN
impactinged-518	281	53	sig	sig	PROPN
impactinged-518	281	54	.	.	PUNCT
impactinged-518	281	55	”	"	PUNCT
impactinged-518	282	1	this	this	DET
impactinged-518	282	2	interaction	interaction	NOUN
impactinged-518	282	3	underscores	underscore	VERB
impactinged-518	282	4	the	the	DET
impactinged-518	282	5	potential	potential	NOUN
impactinged-518	282	6	of	of	ADP
impactinged-518	282	7	ai	ai	VERB
impactinged-518	282	8	to	to	PART
impactinged-518	282	9	serve	serve	VERB
impactinged-518	282	10	as	as	ADP
impactinged-518	282	11	an	an	DET
impactinged-518	282	12	effective	effective	ADJ
impactinged-518	282	13	learning	learning	NOUN
impactinged-518	282	14	tool	tool	NOUN
impactinged-518	282	15	by	by	ADP
impactinged-518	282	16	providing	provide	VERB
impactinged-518	282	17	immediate	immediate	ADJ
impactinged-518	282	18	and	and	CCONJ
impactinged-518	282	19	accessible	accessible	ADJ
impactinged-518	282	20	support	support	NOUN
impactinged-518	282	21	for	for	ADP
impactinged-518	282	22	statistical	statistical	ADJ
impactinged-518	282	23	software	software	NOUN
impactinged-518	282	24	.	.	PUNCT
impactinged-518	283	1	by	by	ADP
impactinged-518	283	2	offering	offer	VERB
impactinged-518	283	3	clear	clear	ADJ
impactinged-518	283	4	and	and	CCONJ
impactinged-518	283	5	concise	concise	ADJ
impactinged-518	283	6	instructions	instruction	NOUN
impactinged-518	283	7	,	,	PUNCT
impactinged-518	283	8	the	the	DET
impactinged-518	283	9	ai	ai	NOUN
impactinged-518	283	10	empowers	empower	VERB
impactinged-518	283	11	students	student	NOUN
impactinged-518	283	12	to	to	PART
impactinged-518	283	13	independently	independently	ADV
impactinged-518	283	14	conduct	conduct	VERB
impactinged-518	283	15	statistical	statistical	ADJ
impactinged-518	283	16	analyses	analysis	NOUN
impactinged-518	283	17	.	.	PUNCT
impactinged-518	284	1	moreover	moreover	ADV
impactinged-518	284	2	,	,	PUNCT
impactinged-518	284	3	the	the	DET
impactinged-518	284	4	ai	ai	NOUN
impactinged-518	284	5	’s	’s	PART
impactinged-518	284	6	inclusion	inclusion	NOUN
impactinged-518	284	7	of	of	ADP
impactinged-518	284	8	information	information	NOUN
impactinged-518	284	9	about	about	ADP
impactinged-518	284	10	data	datum	NOUN
impactinged-518	284	11	assumptions	assumption	NOUN
impactinged-518	284	12	demonstrates	demonstrate	VERB
impactinged-518	284	13	its	its	PRON
impactinged-518	284	14	capacity	capacity	NOUN
impactinged-518	284	15	to	to	PART
impactinged-518	284	16	support	support	VERB
impactinged-518	284	17	deeper	deep	ADJ
impactinged-518	284	18	statistical	statistical	ADJ
impactinged-518	284	19	understanding	understanding	NOUN
impactinged-518	284	20	beyond	beyond	ADP
impactinged-518	284	21	procedural	procedural	ADJ
impactinged-518	284	22	knowledge	knowledge	NOUN
impactinged-518	284	23	.	.	PUNCT
impactinged-518	285	1	the	the	DET
impactinged-518	285	2	provided	provide	VERB
impactinged-518	285	3	directions	direction	NOUN
impactinged-518	285	4	offer	offer	VERB
impactinged-518	285	5	immediate	immediate	ADJ
impactinged-518	285	6	and	and	CCONJ
impactinged-518	285	7	accurate	accurate	ADJ
impactinged-518	285	8	information	information	NOUN
impactinged-518	285	9	to	to	PART
impactinged-518	285	10	help	help	VERB
impactinged-518	285	11	students	student	NOUN
impactinged-518	285	12	navigate	navigate	VERB
impactinged-518	285	13	the	the	DET
impactinged-518	285	14	steps	step	NOUN
impactinged-518	285	15	of	of	ADP
impactinged-518	285	16	running	run	VERB
impactinged-518	285	17	a	a	DET
impactinged-518	285	18	statistical	statistical	ADJ
impactinged-518	285	19	test	test	NOUN
impactinged-518	285	20	,	,	PUNCT
impactinged-518	285	21	while	while	SCONJ
impactinged-518	285	22	still	still	ADV
impactinged-518	285	23	requiring	require	VERB
impactinged-518	285	24	students	student	NOUN
impactinged-518	285	25	to	to	PART
impactinged-518	285	26	understand	understand	VERB
impactinged-518	285	27	the	the	DET
impactinged-518	285	28	process	process	NOUN
impactinged-518	285	29	.	.	PUNCT
impactinged-518	286	1	for	for	ADP
impactinged-518	286	2	instance	instance	NOUN
impactinged-518	286	3	,	,	PUNCT
impactinged-518	286	4	the	the	DET
impactinged-518	286	5	instructions	instruction	NOUN
impactinged-518	286	6	did	do	AUX
impactinged-518	286	7	not	not	PART
impactinged-518	286	8	guide	guide	VERB
impactinged-518	286	9	students	student	NOUN
impactinged-518	286	10	about	about	ADP
impactinged-518	286	11	the	the	DET
impactinged-518	286	12	choice	choice	NOUN
impactinged-518	286	13	of	of	ADP
impactinged-518	286	14	a	a	DET
impactinged-518	286	15	one	one	NUM
impactinged-518	286	16	-	-	PUNCT
impactinged-518	286	17	tailed	tail	VERB
impactinged-518	286	18	or	or	CCONJ
impactinged-518	286	19	two	two	NUM
impactinged-518	286	20	-	-	PUNCT
impactinged-518	286	21	tailed	tail	VERB
impactinged-518	286	22	test	test	NOUN
impactinged-518	286	23	,	,	PUNCT
impactinged-518	286	24	with	with	ADP
impactinged-518	286	25	two	two	NUM
impactinged-518	286	26	-	-	PUNCT
impactinged-518	286	27	tailed	tail	VERB
impactinged-518	286	28	being	be	AUX
impactinged-518	286	29	the	the	DET
impactinged-518	286	30	default	default	NOUN
impactinged-518	286	31	.	.	PUNCT
impactinged-518	287	1	this	this	PRON
impactinged-518	287	2	was	be	AUX
impactinged-518	287	3	often	often	ADV
impactinged-518	287	4	going	go	VERB
impactinged-518	287	5	to	to	PART
impactinged-518	287	6	be	be	AUX
impactinged-518	287	7	the	the	DET
impactinged-518	287	8	preferred	preferred	ADJ
impactinged-518	287	9	choice	choice	NOUN
impactinged-518	287	10	,	,	PUNCT
impactinged-518	287	11	but	but	CCONJ
impactinged-518	287	12	again	again	ADV
impactinged-518	287	13	,	,	PUNCT
impactinged-518	287	14	use	use	NOUN
impactinged-518	287	15	of	of	ADP
impactinged-518	287	16	this	this	PRON
impactinged-518	287	17	ai	ai	VERB
impactinged-518	287	18	tool	tool	NOUN
impactinged-518	287	19	afforded	afford	VERB
impactinged-518	287	20	the	the	DET
impactinged-518	287	21	opportunity	opportunity	NOUN
impactinged-518	287	22	for	for	SCONJ
impactinged-518	287	23	students	student	NOUN
impactinged-518	287	24	to	to	PART
impactinged-518	287	25	use	use	VERB
impactinged-518	287	26	their	their	PRON
impactinged-518	287	27	existing	exist	VERB
impactinged-518	287	28	conceptual	conceptual	ADJ
impactinged-518	287	29	knowledge	knowledge	NOUN
impactinged-518	287	30	and	and	CCONJ
impactinged-518	287	31	make	make	VERB
impactinged-518	287	32	a	a	DET
impactinged-518	287	33	reasoned	reason	VERB
impactinged-518	287	34	decision	decision	NOUN
impactinged-518	287	35	if	if	SCONJ
impactinged-518	287	36	one	one	NUM
impactinged-518	287	37	was	be	AUX
impactinged-518	287	38	necessary	necessary	ADJ
impactinged-518	287	39	.	.	PUNCT
impactinged-518	288	1	use	use	NOUN
impactinged-518	288	2	of	of	ADP
impactinged-518	288	3	the	the	DET
impactinged-518	288	4	al	al	PROPN
impactinged-518	288	5	tool	tool	PROPN
impactinged-518	288	6	enabled	enable	VERB
impactinged-518	288	7	students	student	NOUN
impactinged-518	288	8	to	to	PART
impactinged-518	288	9	seek	seek	VERB
impactinged-518	288	10	information	information	NOUN
impactinged-518	288	11	about	about	ADP
impactinged-518	288	12	the	the	DET
impactinged-518	288	13	appropriate	appropriate	ADJ
impactinged-518	288	14	way	way	NOUN
impactinged-518	288	15	to	to	PART
impactinged-518	288	16	use	use	VERB
impactinged-518	288	17	the	the	DET
impactinged-518	288	18	statistical	statistical	ADJ
impactinged-518	288	19	software	software	NOUN
impactinged-518	288	20	for	for	ADP
impactinged-518	288	21	a	a	DET
impactinged-518	288	22	given	give	VERB
impactinged-518	288	23	test	test	NOUN
impactinged-518	288	24	,	,	PUNCT
impactinged-518	288	25	but	but	CCONJ
impactinged-518	288	26	also	also	ADV
impactinged-518	288	27	continued	continue	VERB
impactinged-518	288	28	to	to	PART
impactinged-518	288	29	provide	provide	VERB
impactinged-518	288	30	feedback	feedback	NOUN
impactinged-518	288	31	and	and	CCONJ
impactinged-518	288	32	support	support	VERB
impactinged-518	288	33	if	if	SCONJ
impactinged-518	288	34	an	an	DET
impactinged-518	288	35	error	error	NOUN
impactinged-518	288	36	occurred	occur	VERB
impactinged-518	288	37	in	in	ADP
impactinged-518	288	38	the	the	DET
impactinged-518	288	39	process	process	NOUN
impactinged-518	288	40	.	.	PUNCT
impactinged-518	289	1	although	although	SCONJ
impactinged-518	289	2	the	the	DET
impactinged-518	289	3	tool	tool	NOUN
impactinged-518	289	4	allowed	allow	VERB
impactinged-518	289	5	for	for	ADP
impactinged-518	289	6	the	the	DET
impactinged-518	289	7	rapid	rapid	ADJ
impactinged-518	289	8	retrieval	retrieval	NOUN
impactinged-518	289	9	of	of	ADP
impactinged-518	289	10	instructions	instruction	NOUN
impactinged-518	289	11	on	on	ADP
impactinged-518	289	12	how	how	SCONJ
impactinged-518	289	13	to	to	PART
impactinged-518	289	14	utilize	utilize	VERB
impactinged-518	289	15	the	the	DET
impactinged-518	289	16	statistical	statistical	ADJ
impactinged-518	289	17	software	software	NOUN
impactinged-518	289	18	,	,	PUNCT
impactinged-518	289	19	in	in	ADP
impactinged-518	289	20	eith	eith	PROPN
impactinged-518	289	21	&	&	CCONJ
impactinged-518	289	22	zawada	zawada	PROPN
impactinged-518	289	23	impacting	impacting	PROPN
impactinged-518	289	24	education	education	PROPN
impactinged-518	289	25	:	:	PUNCT
impactinged-518	289	26	journal	journal	NOUN
impactinged-518	289	27	on	on	ADP
impactinged-518	289	28	transforming	transform	VERB
impactinged-518	289	29	professional	professional	ADJ
impactinged-518	289	30	practice	practice	NOUN
impactinged-518	289	31	impactinged.pitt.edu	impactinged.pitt.edu	PROPN
impactinged-518	289	32	vol	vol	NOUN
impactinged-518	289	33	.	.	PROPN
impactinged-518	290	1	10	10	NUM
impactinged-518	290	2	no	no	NOUN
impactinged-518	290	3	.	.	NOUN
impactinged-518	290	4	1	1	NUM
impactinged-518	290	5	(	(	PUNCT
impactinged-518	290	6	2025	2025	NUM
impactinged-518	290	7	)	)	PUNCT
impactinged-518	290	8	doi	doi	NOUN
impactinged-518	290	9	10.5195	10.5195	NUM
impactinged-518	290	10	/	/	SYM
impactinged-518	290	11	ie.2025.518	ie.2025.518	NOUN
impactinged-518	290	12	64	64	NUM
impactinged-518	290	13	doing	do	VERB
impactinged-518	290	14	so	so	ADV
impactinged-518	290	15	,	,	PUNCT
impactinged-518	290	16	it	it	PRON
impactinged-518	290	17	reduced	reduce	VERB
impactinged-518	290	18	one	one	NUM
impactinged-518	290	19	of	of	ADP
impactinged-518	290	20	the	the	DET
impactinged-518	290	21	known	know	VERB
impactinged-518	290	22	antecedents	antecedent	NOUN
impactinged-518	290	23	of	of	ADP
impactinged-518	290	24	statistics	statistic	NOUN
impactinged-518	290	25	anxiety	anxiety	NOUN
impactinged-518	290	26	,	,	PUNCT
impactinged-518	290	27	learning	learn	VERB
impactinged-518	290	28	the	the	DET
impactinged-518	290	29	statistical	statistical	ADJ
impactinged-518	290	30	software	software	NOUN
impactinged-518	290	31	language	language	NOUN
impactinged-518	290	32	,	,	PUNCT
impactinged-518	290	33	i.e.	i.e.	X
impactinged-518	290	34	,	,	PUNCT
impactinged-518	290	35	writing	write	VERB
impactinged-518	290	36	the	the	DET
impactinged-518	290	37	code	code	NOUN
impactinged-518	290	38	-	-	PUNCT
impactinged-518	290	39	based	base	VERB
impactinged-518	290	40	language	language	NOUN
impactinged-518	290	41	.	.	PUNCT
impactinged-518	291	1	the	the	DET
impactinged-518	291	2	integration	integration	NOUN
impactinged-518	291	3	of	of	ADP
impactinged-518	291	4	ai	ai	ADJ
impactinged-518	291	5	tools	tool	NOUN
impactinged-518	291	6	into	into	ADP
impactinged-518	291	7	assignments	assignment	NOUN
impactinged-518	291	8	can	can	AUX
impactinged-518	291	9	provide	provide	VERB
impactinged-518	291	10	faculty	faculty	NOUN
impactinged-518	291	11	members	member	NOUN
impactinged-518	291	12	the	the	DET
impactinged-518	291	13	opportunity	opportunity	NOUN
impactinged-518	291	14	to	to	PART
impactinged-518	291	15	support	support	VERB
impactinged-518	291	16	an	an	DET
impactinged-518	291	17	important	important	ADJ
impactinged-518	291	18	shift	shift	NOUN
impactinged-518	291	19	in	in	ADP
impactinged-518	291	20	students	student	NOUN
impactinged-518	291	21	’	'	PUNCT
impactinged-518	291	22	thinking	think	VERB
impactinged-518	291	23	:	:	PUNCT
impactinged-518	291	24	viewing	view	VERB
impactinged-518	291	25	the	the	DET
impactinged-518	291	26	software	software	NOUN
impactinged-518	291	27	language	language	NOUN
impactinged-518	291	28	as	as	ADP
impactinged-518	291	29	a	a	DET
impactinged-518	291	30	step	step	NOUN
impactinged-518	291	31	in	in	ADP
impactinged-518	291	32	the	the	DET
impactinged-518	291	33	process	process	NOUN
impactinged-518	291	34	to	to	ADP
impactinged-518	291	35	answering	answer	VERB
impactinged-518	291	36	a	a	DET
impactinged-518	291	37	question	question	NOUN
impactinged-518	291	38	rather	rather	ADV
impactinged-518	291	39	than	than	ADP
impactinged-518	291	40	being	be	AUX
impactinged-518	291	41	a	a	DET
impactinged-518	291	42	barrier	barrier	NOUN
impactinged-518	291	43	to	to	PART
impactinged-518	291	44	overcome	overcome	VERB
impactinged-518	291	45	.	.	PUNCT
impactinged-518	292	1	conclusion	conclusion	VERB
impactinged-518	292	2	the	the	DET
impactinged-518	292	3	integration	integration	NOUN
impactinged-518	292	4	of	of	ADP
impactinged-518	292	5	generative	generative	ADJ
impactinged-518	292	6	ai	ai	NOUN
impactinged-518	292	7	tools	tool	NOUN
impactinged-518	292	8	into	into	ADP
impactinged-518	292	9	statistical	statistical	ADJ
impactinged-518	292	10	training	training	NOUN
impactinged-518	292	11	of	of	ADP
impactinged-518	292	12	edd	edd	PROPN
impactinged-518	292	13	students	student	NOUN
impactinged-518	292	14	offers	offer	VERB
impactinged-518	292	15	the	the	DET
impactinged-518	292	16	opportunity	opportunity	NOUN
impactinged-518	292	17	to	to	PART
impactinged-518	292	18	significantly	significantly	ADV
impactinged-518	292	19	shift	shift	VERB
impactinged-518	292	20	how	how	SCONJ
impactinged-518	292	21	we	we	PRON
impactinged-518	292	22	approach	approach	VERB
impactinged-518	292	23	research	research	NOUN
impactinged-518	292	24	methods	method	NOUN
impactinged-518	292	25	and	and	CCONJ
impactinged-518	292	26	statistical	statistical	ADJ
impactinged-518	292	27	instruction	instruction	NOUN
impactinged-518	292	28	.	.	PUNCT
impactinged-518	293	1	the	the	DET
impactinged-518	293	2	proposed	propose	VERB
impactinged-518	293	3	framework	framework	NOUN
impactinged-518	293	4	provides	provide	VERB
impactinged-518	293	5	the	the	DET
impactinged-518	293	6	following	follow	VERB
impactinged-518	293	7	implications	implication	NOUN
impactinged-518	293	8	for	for	ADP
impactinged-518	293	9	edd	edd	PROPN
impactinged-518	293	10	programs	program	NOUN
impactinged-518	293	11	who	who	PRON
impactinged-518	293	12	teach	teach	VERB
impactinged-518	293	13	statistics	statistic	NOUN
impactinged-518	293	14	through	through	ADP
impactinged-518	293	15	the	the	DET
impactinged-518	293	16	curriculum	curriculum	NOUN
impactinged-518	293	17	:	:	PUNCT
impactinged-518	293	18	(	(	PUNCT
impactinged-518	293	19	1	1	X
impactinged-518	293	20	)	)	PUNCT
impactinged-518	293	21	enhance	enhance	NOUN
impactinged-518	293	22	focus	focus	NOUN
impactinged-518	293	23	on	on	ADP
impactinged-518	293	24	core	core	ADJ
impactinged-518	293	25	concepts	concept	NOUN
impactinged-518	293	26	,	,	PUNCT
impactinged-518	293	27	(	(	PUNCT
impactinged-518	293	28	2	2	X
impactinged-518	293	29	)	)	PUNCT
impactinged-518	293	30	reduce	reduce	VERB
impactinged-518	293	31	statistics	statistic	NOUN
impactinged-518	293	32	anxiety	anxiety	NOUN
impactinged-518	293	33	,	,	PUNCT
impactinged-518	293	34	(	(	PUNCT
impactinged-518	293	35	3	3	X
impactinged-518	293	36	)	)	PUNCT
impactinged-518	293	37	develop	develop	VERB
impactinged-518	293	38	critical	critical	ADJ
impactinged-518	293	39	thinking	thinking	NOUN
impactinged-518	293	40	skills	skill	NOUN
impactinged-518	293	41	,	,	PUNCT
impactinged-518	293	42	(	(	PUNCT
impactinged-518	293	43	4	4	X
impactinged-518	293	44	)	)	PUNCT
impactinged-518	293	45	improve	improve	VERB
impactinged-518	293	46	alignment	alignment	NOUN
impactinged-518	293	47	with	with	ADP
impactinged-518	293	48	professional	professional	ADJ
impactinged-518	293	49	practice	practice	NOUN
impactinged-518	293	50	,	,	PUNCT
impactinged-518	293	51	and	and	CCONJ
impactinged-518	293	52	(	(	PUNCT
impactinged-518	293	53	5	5	X
impactinged-518	293	54	)	)	PUNCT
impactinged-518	293	55	increase	increase	NOUN
impactinged-518	293	56	accessibility	accessibility	NOUN
impactinged-518	293	57	for	for	ADP
impactinged-518	293	58	students	student	NOUN
impactinged-518	293	59	.	.	PUNCT
impactinged-518	294	1	first	first	ADV
impactinged-518	294	2	,	,	PUNCT
impactinged-518	294	3	this	this	DET
impactinged-518	294	4	framework	framework	NOUN
impactinged-518	294	5	offers	offer	VERB
impactinged-518	294	6	a	a	DET
impactinged-518	294	7	way	way	NOUN
impactinged-518	294	8	to	to	PART
impactinged-518	294	9	enhance	enhance	VERB
impactinged-518	294	10	focus	focus	NOUN
impactinged-518	294	11	on	on	ADP
impactinged-518	294	12	core	core	NOUN
impactinged-518	294	13	concepts	concept	NOUN
impactinged-518	294	14	by	by	ADP
impactinged-518	294	15	alleviating	alleviate	VERB
impactinged-518	294	16	the	the	DET
impactinged-518	294	17	cognitive	cognitive	ADJ
impactinged-518	294	18	load	load	NOUN
impactinged-518	294	19	associated	associate	VERB
impactinged-518	294	20	with	with	ADP
impactinged-518	294	21	learning	learn	VERB
impactinged-518	294	22	complex	complex	ADJ
impactinged-518	294	23	statistical	statistical	ADJ
impactinged-518	294	24	software	software	NOUN
impactinged-518	294	25	languages	language	NOUN
impactinged-518	294	26	and	and	CCONJ
impactinged-518	294	27	allowing	allow	VERB
impactinged-518	294	28	students	student	NOUN
impactinged-518	294	29	to	to	PART
impactinged-518	294	30	dedicate	dedicate	VERB
impactinged-518	294	31	more	more	ADJ
impactinged-518	294	32	attention	attention	NOUN
impactinged-518	294	33	understanding	understand	VERB
impactinged-518	294	34	fundamental	fundamental	ADJ
impactinged-518	294	35	statistical	statistical	ADJ
impactinged-518	294	36	principles	principle	NOUN
impactinged-518	294	37	and	and	CCONJ
impactinged-518	294	38	their	their	PRON
impactinged-518	294	39	application	application	NOUN
impactinged-518	294	40	in	in	ADP
impactinged-518	294	41	education	education	NOUN
impactinged-518	294	42	research	research	NOUN
impactinged-518	294	43	.	.	PUNCT
impactinged-518	295	1	next	next	ADV
impactinged-518	295	2	,	,	PUNCT
impactinged-518	295	3	the	the	DET
impactinged-518	295	4	use	use	NOUN
impactinged-518	295	5	of	of	ADP
impactinged-518	295	6	ai	ai	NOUN
impactinged-518	295	7	as	as	ADP
impactinged-518	295	8	a	a	DET
impactinged-518	295	9	dialogic	dialogic	ADJ
impactinged-518	295	10	partner	partner	NOUN
impactinged-518	295	11	may	may	AUX
impactinged-518	295	12	help	help	VERB
impactinged-518	295	13	mitigate	mitigate	VERB
impactinged-518	295	14	the	the	DET
impactinged-518	295	15	anxiety	anxiety	NOUN
impactinged-518	295	16	associated	associate	VERB
impactinged-518	295	17	with	with	ADP
impactinged-518	295	18	statistics	statistic	NOUN
impactinged-518	295	19	courses	course	NOUN
impactinged-518	295	20	,	,	PUNCT
impactinged-518	295	21	providing	provide	VERB
impactinged-518	295	22	the	the	DET
impactinged-518	295	23	opportunity	opportunity	NOUN
impactinged-518	295	24	to	to	PART
impactinged-518	295	25	improve	improve	VERB
impactinged-518	295	26	student	student	NOUN
impactinged-518	295	27	engagement	engagement	NOUN
impactinged-518	295	28	and	and	CCONJ
impactinged-518	295	29	retention	retention	NOUN
impactinged-518	295	30	in	in	ADP
impactinged-518	295	31	courses	course	NOUN
impactinged-518	295	32	and	and	CCONJ
impactinged-518	295	33	edd	edd	PROPN
impactinged-518	295	34	programs	program	NOUN
impactinged-518	295	35	.	.	PUNCT
impactinged-518	296	1	the	the	DET
impactinged-518	296	2	framework	framework	NOUN
impactinged-518	296	3	,	,	PUNCT
impactinged-518	296	4	alongside	alongside	ADP
impactinged-518	296	5	faculty	faculty	NOUN
impactinged-518	296	6	guidance	guidance	NOUN
impactinged-518	296	7	,	,	PUNCT
impactinged-518	296	8	also	also	ADV
impactinged-518	296	9	encourages	encourage	VERB
impactinged-518	296	10	student	student	NOUN
impactinged-518	296	11	to	to	PART
impactinged-518	296	12	engage	engage	VERB
impactinged-518	296	13	in	in	ADP
impactinged-518	296	14	metacognitive	metacognitive	ADJ
impactinged-518	296	15	practices	practice	NOUN
impactinged-518	296	16	,	,	PUNCT
impactinged-518	296	17	fostering	foster	VERB
impactinged-518	296	18	the	the	DET
impactinged-518	296	19	development	development	NOUN
impactinged-518	296	20	of	of	ADP
impactinged-518	296	21	critical	critical	ADJ
impactinged-518	296	22	thinking	thinking	NOUN
impactinged-518	296	23	skills	skill	NOUN
impactinged-518	296	24	essential	essential	ADJ
impactinged-518	296	25	for	for	ADP
impactinged-518	296	26	practitioner	practitioner	NOUN
impactinged-518	296	27	-	-	PUNCT
impactinged-518	296	28	scholars	scholar	NOUN
impactinged-518	296	29	.	.	PUNCT
impactinged-518	297	1	in	in	ADP
impactinged-518	297	2	addition	addition	NOUN
impactinged-518	297	3	,	,	PUNCT
impactinged-518	297	4	by	by	ADP
impactinged-518	297	5	emphasizing	emphasize	VERB
impactinged-518	297	6	the	the	DET
impactinged-518	297	7	application	application	NOUN
impactinged-518	297	8	of	of	ADP
impactinged-518	297	9	statistical	statistical	ADJ
impactinged-518	297	10	concepts	concept	NOUN
impactinged-518	297	11	and	and	CCONJ
impactinged-518	297	12	practices	practice	NOUN
impactinged-518	297	13	to	to	PART
impactinged-518	297	14	examine	examine	VERB
impactinged-518	297	15	a	a	DET
impactinged-518	297	16	problem	problem	NOUN
impactinged-518	297	17	of	of	ADP
impactinged-518	297	18	practice	practice	NOUN
impactinged-518	297	19	,	,	PUNCT
impactinged-518	297	20	this	this	DET
impactinged-518	297	21	approach	approach	NOUN
impactinged-518	297	22	better	well	ADV
impactinged-518	297	23	prepares	prepare	VERB
impactinged-518	297	24	edd	edd	PROPN
impactinged-518	297	25	students	student	NOUN
impactinged-518	297	26	to	to	PART
impactinged-518	297	27	be	be	AUX
impactinged-518	297	28	translators	translator	NOUN
impactinged-518	297	29	of	of	ADP
impactinged-518	297	30	research	research	NOUN
impactinged-518	297	31	in	in	ADP
impactinged-518	297	32	educational	educational	ADJ
impactinged-518	297	33	practice	practice	NOUN
impactinged-518	297	34	.	.	PUNCT
impactinged-518	298	1	finally	finally	ADV
impactinged-518	298	2	,	,	PUNCT
impactinged-518	298	3	this	this	DET
impactinged-518	298	4	framework	framework	NOUN
impactinged-518	298	5	may	may	AUX
impactinged-518	298	6	help	help	VERB
impactinged-518	298	7	level	level	VERB
impactinged-518	298	8	the	the	DET
impactinged-518	298	9	playing	play	VERB
impactinged-518	298	10	field	field	NOUN
impactinged-518	298	11	for	for	ADP
impactinged-518	298	12	students	student	NOUN
impactinged-518	298	13	who	who	PRON
impactinged-518	298	14	come	come	VERB
impactinged-518	298	15	into	into	ADP
impactinged-518	298	16	doctoral	doctoral	ADJ
impactinged-518	298	17	programs	program	NOUN
impactinged-518	298	18	with	with	ADP
impactinged-518	298	19	varying	vary	VERB
impactinged-518	298	20	levels	level	NOUN
impactinged-518	298	21	of	of	ADP
impactinged-518	298	22	prior	prior	ADJ
impactinged-518	298	23	statistical	statistical	ADJ
impactinged-518	298	24	knowledge	knowledge	NOUN
impactinged-518	298	25	.	.	PUNCT
impactinged-518	299	1	this	this	DET
impactinged-518	299	2	proposed	propose	VERB
impactinged-518	299	3	framework	framework	NOUN
impactinged-518	299	4	for	for	ADP
impactinged-518	299	5	integrating	integrate	VERB
impactinged-518	299	6	generative	generative	NOUN
impactinged-518	299	7	ai	ai	VERB
impactinged-518	299	8	as	as	ADP
impactinged-518	299	9	a	a	DET
impactinged-518	299	10	scaffold	scaffold	NOUN
impactinged-518	299	11	for	for	ADP
impactinged-518	299	12	statistical	statistical	ADJ
impactinged-518	299	13	training	training	NOUN
impactinged-518	299	14	provides	provide	VERB
impactinged-518	299	15	an	an	DET
impactinged-518	299	16	opportunity	opportunity	NOUN
impactinged-518	299	17	to	to	PART
impactinged-518	299	18	transform	transform	VERB
impactinged-518	299	19	the	the	DET
impactinged-518	299	20	edd	edd	PROPN
impactinged-518	299	21	by	by	ADP
impactinged-518	299	22	producing	produce	VERB
impactinged-518	299	23	more	more	ADV
impactinged-518	299	24	confident	confident	ADJ
impactinged-518	299	25	and	and	CCONJ
impactinged-518	299	26	competent	competent	ADJ
impactinged-518	299	27	practitionerscholars	practitionerscholar	NOUN
impactinged-518	299	28	.	.	PUNCT
impactinged-518	300	1	we	we	PRON
impactinged-518	300	2	will	will	AUX
impactinged-518	300	3	continue	continue	VERB
impactinged-518	300	4	to	to	PART
impactinged-518	300	5	examine	examine	VERB
impactinged-518	300	6	and	and	CCONJ
impactinged-518	300	7	evaluate	evaluate	VERB
impactinged-518	300	8	the	the	DET
impactinged-518	300	9	role	role	NOUN
impactinged-518	300	10	of	of	ADP
impactinged-518	300	11	ai	ai	ADJ
impactinged-518	300	12	tools	tool	NOUN
impactinged-518	300	13	in	in	ADP
impactinged-518	300	14	statistical	statistical	ADJ
impactinged-518	300	15	training	training	NOUN
impactinged-518	300	16	and	and	CCONJ
impactinged-518	300	17	continue	continue	VERB
impactinged-518	300	18	to	to	PART
impactinged-518	300	19	refine	refine	VERB
impactinged-518	300	20	this	this	DET
impactinged-518	300	21	approach	approach	NOUN
impactinged-518	300	22	to	to	PART
impactinged-518	300	23	align	align	VERB
impactinged-518	300	24	with	with	ADP
impactinged-518	300	25	the	the	DET
impactinged-518	300	26	evolving	evolve	VERB
impactinged-518	300	27	needs	need	NOUN
impactinged-518	300	28	of	of	ADP
impactinged-518	300	29	the	the	DET
impactinged-518	300	30	student	student	NOUN
impactinged-518	300	31	we	we	PRON
impactinged-518	300	32	serve	serve	VERB
impactinged-518	300	33	.	.	PUNCT
impactinged-518	301	1	as	as	SCONJ
impactinged-518	301	2	this	this	PRON
impactinged-518	301	3	is	be	AUX
impactinged-518	301	4	one	one	NUM
impactinged-518	301	5	article	article	NOUN
impactinged-518	301	6	in	in	ADP
impactinged-518	301	7	the	the	DET
impactinged-518	301	8	prolific	prolific	ADJ
impactinged-518	301	9	body	body	NOUN
impactinged-518	301	10	of	of	ADP
impactinged-518	301	11	research	research	NOUN
impactinged-518	301	12	emerging	emerge	VERB
impactinged-518	301	13	around	around	ADP
impactinged-518	301	14	generative	generative	ADJ
impactinged-518	301	15	ai	ai	NOUN
impactinged-518	301	16	,	,	PUNCT
impactinged-518	301	17	we	we	PRON
impactinged-518	301	18	propose	propose	VERB
impactinged-518	301	19	this	this	DET
impactinged-518	301	20	framework	framework	NOUN
impactinged-518	301	21	as	as	ADP
impactinged-518	301	22	an	an	DET
impactinged-518	301	23	opportunity	opportunity	NOUN
impactinged-518	301	24	for	for	ADP
impactinged-518	301	25	faculty	faculty	NOUN
impactinged-518	301	26	to	to	PART
impactinged-518	301	27	consider	consider	VERB
impactinged-518	301	28	how	how	SCONJ
impactinged-518	301	29	ai	ai	VERB
impactinged-518	301	30	tools	tool	NOUN
impactinged-518	301	31	can	can	AUX
impactinged-518	301	32	be	be	AUX
impactinged-518	301	33	harnessed	harness	VERB
impactinged-518	301	34	in	in	ADP
impactinged-518	301	35	support	support	NOUN
impactinged-518	301	36	of	of	ADP
impactinged-518	301	37	student	student	NOUN
impactinged-518	301	38	learning	learning	NOUN
impactinged-518	301	39	in	in	ADP
impactinged-518	301	40	statistical	statistical	ADJ
impactinged-518	301	41	training	training	NOUN
impactinged-518	301	42	,	,	PUNCT
impactinged-518	301	43	rather	rather	ADV
impactinged-518	301	44	than	than	ADP
impactinged-518	301	45	regulated	regulate	VERB
impactinged-518	301	46	and	and	CCONJ
impactinged-518	301	47	excluded	exclude	VERB
impactinged-518	301	48	from	from	ADP
impactinged-518	301	49	the	the	DET
impactinged-518	301	50	development	development	NOUN
impactinged-518	301	51	of	of	ADP
impactinged-518	301	52	scholar	scholar	NOUN
impactinged-518	301	53	-	-	PUNCT
impactinged-518	301	54	practitioners	practitioner	NOUN
impactinged-518	301	55	.	.	PUNCT
impactinged-518	302	1	references	reference	NOUN
impactinged-518	302	2	acton	acton	PROPN
impactinged-518	302	3	,	,	PUNCT
impactinged-518	302	4	k.	k.	PROPN
impactinged-518	302	5	s.	s.	PROPN
impactinged-518	302	6	(	(	PUNCT
impactinged-518	302	7	2023	2023	NUM
impactinged-518	302	8	)	)	PUNCT
impactinged-518	302	9	.	.	PUNCT
impactinged-518	303	1	reinventing	reinvent	VERB
impactinged-518	303	2	edd	edd	PROPN
impactinged-518	303	3	research	research	NOUN
impactinged-518	303	4	methods	method	NOUN
impactinged-518	303	5	courses	course	NOUN
impactinged-518	303	6	:	:	PUNCT
impactinged-518	303	7	elevating	elevate	VERB
impactinged-518	303	8	traditional	traditional	ADJ
impactinged-518	303	9	teaching	teaching	NOUN
impactinged-518	303	10	with	with	ADP
impactinged-518	303	11	transformative	transformative	ADJ
impactinged-518	303	12	learning	learning	NOUN
impactinged-518	303	13	.	.	PUNCT
impactinged-518	304	1	impacting	impact	VERB
impactinged-518	304	2	education	education	NOUN
impactinged-518	304	3	:	:	PUNCT
impactinged-518	304	4	journal	journal	NOUN
impactinged-518	304	5	on	on	ADP
impactinged-518	304	6	transforming	transform	VERB
impactinged-518	304	7	professional	professional	ADJ
impactinged-518	304	8	practice	practice	NOUN
impactinged-518	304	9	,	,	PUNCT
impactinged-518	304	10	8(4	8(4	NUM
impactinged-518	304	11	)	)	PUNCT
impactinged-518	304	12	,	,	PUNCT
impactinged-518	304	13	3–10	3–10	NOUN
impactinged-518	304	14	.	.	PUNCT
impactinged-518	305	1	alnofaie	alnofaie	PROPN
impactinged-518	305	2	,	,	PUNCT
impactinged-518	305	3	s.	s.	PROPN
impactinged-518	305	4	s.	s.	PROPN
impactinged-518	305	5	(	(	PUNCT
impactinged-518	305	6	2018	2018	NUM
impactinged-518	305	7	)	)	PUNCT
impactinged-518	305	8	.	.	PUNCT
impactinged-518	306	1	statistics	statistic	NOUN
impactinged-518	306	2	anxiety	anxiety	NOUN
impactinged-518	306	3	towards	towards	ADP
impactinged-518	306	4	learning	learn	VERB
impactinged-518	306	5	new	new	ADJ
impactinged-518	306	6	statistical	statistical	ADJ
impactinged-518	306	7	software	software	NOUN
impactinged-518	306	8	(	(	PUNCT
impactinged-518	306	9	master	master	NOUN
impactinged-518	306	10	's	's	PART
impactinged-518	306	11	thesis	thesis	NOUN
impactinged-518	306	12	)	)	PUNCT
impactinged-518	306	13	.	.	PUNCT
impactinged-518	307	1	rochester	rochester	PROPN
impactinged-518	307	2	institute	institute	PROPN
impactinged-518	307	3	of	of	ADP
impactinged-518	307	4	technology	technology	PROPN
impactinged-518	307	5	.	.	PUNCT
impactinged-518	308	1	azevedo	azevedo	PROPN
impactinged-518	308	2	,	,	PUNCT
impactinged-518	308	3	r.	r.	PROPN
impactinged-518	308	4	,	,	PUNCT
impactinged-518	308	5	&	&	CCONJ
impactinged-518	308	6	hadwin	hadwin	PROPN
impactinged-518	308	7	,	,	PUNCT
impactinged-518	308	8	a.	a.	PROPN
impactinged-518	308	9	f.	f.	PROPN
impactinged-518	308	10	(	(	PUNCT
impactinged-518	308	11	2005	2005	NUM
impactinged-518	308	12	)	)	PUNCT
impactinged-518	308	13	.	.	PUNCT
impactinged-518	309	1	scaffolding	scaffold	VERB
impactinged-518	309	2	self	self	NOUN
impactinged-518	309	3	-	-	PUNCT
impactinged-518	309	4	regulated	regulate	VERB
impactinged-518	309	5	learning	learning	NOUN
impactinged-518	309	6	and	and	CCONJ
impactinged-518	309	7	metacognition	metacognition	NOUN
impactinged-518	309	8	:	:	PUNCT
impactinged-518	309	9	implications	implication	NOUN
impactinged-518	309	10	for	for	ADP
impactinged-518	309	11	the	the	DET
impactinged-518	309	12	design	design	NOUN
impactinged-518	309	13	of	of	ADP
impactinged-518	309	14	computer	computer	NOUN
impactinged-518	309	15	-	-	PUNCT
impactinged-518	309	16	based	base	VERB
impactinged-518	309	17	scaffolds	scaffold	NOUN
impactinged-518	309	18	.	.	PUNCT
impactinged-518	310	1	instructional	instructional	ADJ
impactinged-518	310	2	science	science	NOUN
impactinged-518	310	3	,	,	PUNCT
impactinged-518	310	4	33(5	33(5	NUM
impactinged-518	310	5	-	-	SYM
impactinged-518	310	6	6	6	NUM
impactinged-518	310	7	)	)	PUNCT
impactinged-518	310	8	,	,	PUNCT
impactinged-518	310	9	367–379	367–379	NUM
impactinged-518	310	10	.	.	PUNCT
impactinged-518	311	1	https://doi.org/10.1007/s11251005-1272-9	https://doi.org/10.1007/s11251005-1272-9	PROPN
impactinged-518	311	2	barnett	barnett	PROPN
impactinged-518	311	3	,	,	PUNCT
impactinged-518	311	4	b.	b.	PROPN
impactinged-518	311	5	g.	g.	PROPN
impactinged-518	311	6	,	,	PUNCT
impactinged-518	311	7	&	&	CCONJ
impactinged-518	311	8	muth	muth	PROPN
impactinged-518	311	9	,	,	PUNCT
impactinged-518	311	10	r.	r.	PROPN
impactinged-518	311	11	(	(	PUNCT
impactinged-518	311	12	2008	2008	NUM
impactinged-518	311	13	)	)	PUNCT
impactinged-518	311	14	.	.	PUNCT
impactinged-518	312	1	using	use	VERB
impactinged-518	312	2	action	action	NOUN
impactinged-518	312	3	research	research	NOUN
impactinged-518	312	4	strategies	strategy	NOUN
impactinged-518	312	5	and	and	CCONJ
impactinged-518	312	6	cohort	cohort	NOUN
impactinged-518	312	7	structures	structure	NOUN
impactinged-518	312	8	to	to	PART
impactinged-518	312	9	ensure	ensure	VERB
impactinged-518	312	10	research	research	NOUN
impactinged-518	312	11	competence	competence	NOUN
impactinged-518	312	12	for	for	ADP
impactinged-518	312	13	practitioner	practitioner	NOUN
impactinged-518	312	14	-	-	PUNCT
impactinged-518	312	15	scholar	scholar	NOUN
impactinged-518	312	16	leaders	leader	NOUN
impactinged-518	312	17	.	.	PUNCT
impactinged-518	313	1	journal	journal	PROPN
impactinged-518	313	2	of	of	ADP
impactinged-518	313	3	research	research	NOUN
impactinged-518	313	4	on	on	ADP
impactinged-518	313	5	leadership	leadership	NOUN
impactinged-518	313	6	education	education	NOUN
impactinged-518	313	7	,	,	PUNCT
impactinged-518	313	8	3(1	3(1	NUM
impactinged-518	313	9	)	)	PUNCT
impactinged-518	313	10	,	,	PUNCT
impactinged-518	313	11	1–42	1–42	PROPN
impactinged-518	313	12	.	.	PUNCT
impactinged-518	314	1	barron	barron	PROPN
impactinged-518	314	2	,	,	PUNCT
impactinged-518	314	3	b.	b.	PROPN
impactinged-518	314	4	,	,	PUNCT
impactinged-518	314	5	&	&	CCONJ
impactinged-518	314	6	darling	darling	PROPN
impactinged-518	314	7	-	-	PUNCT
impactinged-518	314	8	hammond	hammond	PROPN
impactinged-518	314	9	,	,	PUNCT
impactinged-518	314	10	l.	l.	PROPN
impactinged-518	314	11	(	(	PUNCT
impactinged-518	314	12	2010	2010	NUM
impactinged-518	314	13	)	)	PUNCT
impactinged-518	314	14	.	.	PUNCT
impactinged-518	315	1	prospects	prospect	NOUN
impactinged-518	315	2	and	and	CCONJ
impactinged-518	315	3	challenges	challenge	NOUN
impactinged-518	315	4	for	for	ADP
impactinged-518	315	5	inquiry	inquiry	NOUN
impactinged-518	315	6	-	-	PUNCT
impactinged-518	315	7	based	base	VERB
impactinged-518	315	8	approaches	approach	NOUN
impactinged-518	315	9	to	to	ADP
impactinged-518	315	10	learning	learn	VERB
impactinged-518	315	11	.	.	PUNCT
impactinged-518	316	1	in	in	ADP
impactinged-518	316	2	l.	l.	PROPN
impactinged-518	316	3	darling	darling	PROPN
impactinged-518	316	4	-	-	PUNCT
impactinged-518	316	5	hammond	hammond	PROPN
impactinged-518	316	6	(	(	PUNCT
impactinged-518	316	7	ed	ed	NOUN
impactinged-518	316	8	.	.	PUNCT
impactinged-518	316	9	)	)	PUNCT
impactinged-518	316	10	,	,	PUNCT
impactinged-518	316	11	the	the	DET
impactinged-518	316	12	nature	nature	NOUN
impactinged-518	316	13	of	of	ADP
impactinged-518	316	14	learning	learn	VERB
impactinged-518	316	15	:	:	PUNCT
impactinged-518	316	16	using	use	VERB
impactinged-518	316	17	research	research	NOUN
impactinged-518	316	18	to	to	PART
impactinged-518	316	19	inspire	inspire	VERB
impactinged-518	316	20	practice	practice	NOUN
impactinged-518	316	21	(	(	PUNCT
impactinged-518	316	22	pp	pp	ADJ
impactinged-518	316	23	.	.	PUNCT
impactinged-518	316	24	199	199	NUM
impactinged-518	316	25	-	-	SYM
impactinged-518	316	26	225	225	NUM
impactinged-518	316	27	)	)	PUNCT
impactinged-518	316	28	.	.	PUNCT
impactinged-518	317	1	jossey	jossey	NOUN
impactinged-518	317	2	-	-	PUNCT
impactinged-518	317	3	bass	bass	NOUN
impactinged-518	317	4	.	.	PUNCT
impactinged-518	318	1	bates	bate	NOUN
impactinged-518	318	2	,	,	PUNCT
impactinged-518	318	3	p.	p.	PROPN
impactinged-518	318	4	j.	j.	PROPN
impactinged-518	318	5	,	,	PUNCT
impactinged-518	318	6	&	&	CCONJ
impactinged-518	318	7	goff	goff	PROPN
impactinged-518	318	8	,	,	PUNCT
impactinged-518	318	9	l.	l.	PROPN
impactinged-518	318	10	(	(	PUNCT
impactinged-518	318	11	2012	2012	NUM
impactinged-518	318	12	)	)	PUNCT
impactinged-518	318	13	.	.	PUNCT
impactinged-518	319	1	the	the	DET
impactinged-518	319	2	invisible	invisible	ADJ
impactinged-518	319	3	student	student	NOUN
impactinged-518	319	4	:	:	PUNCT
impactinged-518	319	5	benefits	benefit	NOUN
impactinged-518	319	6	and	and	CCONJ
impactinged-518	319	7	challenges	challenge	NOUN
impactinged-518	319	8	of	of	ADP
impactinged-518	319	9	part	part	ADJ
impactinged-518	319	10	-	-	PUNCT
impactinged-518	319	11	time	time	NOUN
impactinged-518	319	12	doctoral	doctoral	ADJ
impactinged-518	319	13	studies	study	NOUN
impactinged-518	319	14	.	.	PUNCT
impactinged-518	320	1	alberta	alberta	PROPN
impactinged-518	320	2	journal	journal	PROPN
impactinged-518	320	3	of	of	ADP
impactinged-518	320	4	educational	educational	ADJ
impactinged-518	320	5	research	research	NOUN
impactinged-518	320	6	,	,	PUNCT
impactinged-518	320	7	58	58	NUM
impactinged-518	320	8	,	,	PUNCT
impactinged-518	320	9	368–380	368–380	NUM
impactinged-518	320	10	.	.	PUNCT
impactinged-518	320	11	http://ajer.journalhosting.ucalgary.ca/index.php/ajer/article/view/1054/894	http://ajer.journalhosting.ucalgary.ca/index.php/ajer/article/view/1054/894	PROPN
impactinged-518	320	12	broadbent	broadbent	PROPN
impactinged-518	320	13	,	,	PUNCT
impactinged-518	320	14	j.	j.	PROPN
impactinged-518	320	15	,	,	PUNCT
impactinged-518	320	16	&	&	CCONJ
impactinged-518	320	17	poon	poon	NOUN
impactinged-518	320	18	,	,	PUNCT
impactinged-518	320	19	w.	w.	PROPN
impactinged-518	320	20	l.	l.	PROPN
impactinged-518	320	21	(	(	PUNCT
impactinged-518	320	22	2015	2015	NUM
impactinged-518	320	23	)	)	PUNCT
impactinged-518	320	24	.	.	PUNCT
impactinged-518	321	1	self	self	NOUN
impactinged-518	321	2	-	-	PUNCT
impactinged-518	321	3	regulated	regulate	VERB
impactinged-518	321	4	learning	learning	NOUN
impactinged-518	321	5	strategies	strategy	NOUN
impactinged-518	321	6	&	&	CCONJ
impactinged-518	321	7	academic	academic	ADJ
impactinged-518	321	8	achievement	achievement	NOUN
impactinged-518	321	9	in	in	ADP
impactinged-518	321	10	online	online	ADJ
impactinged-518	321	11	higher	high	ADJ
impactinged-518	321	12	education	education	NOUN
impactinged-518	321	13	learning	learn	VERB
impactinged-518	321	14	environments	environment	NOUN
impactinged-518	321	15	:	:	PUNCT
impactinged-518	321	16	a	a	DET
impactinged-518	321	17	systematic	systematic	ADJ
impactinged-518	321	18	review	review	NOUN
impactinged-518	321	19	.	.	PUNCT
impactinged-518	322	1	the	the	DET
impactinged-518	322	2	internet	internet	NOUN
impactinged-518	322	3	and	and	CCONJ
impactinged-518	322	4	higher	high	ADJ
impactinged-518	322	5	education	education	NOUN
impactinged-518	322	6	,	,	PUNCT
impactinged-518	322	7	27	27	NUM
impactinged-518	322	8	,	,	PUNCT
impactinged-518	322	9	1–13	1–13	NOUN
impactinged-518	322	10	.	.	PUNCT
impactinged-518	323	1	https://doi.org/10.1016/j.iheduc.2015.04.007	https://doi.org/10.1016/j.iheduc.2015.04.007	ADJ
impactinged-518	323	2	bozkurt	bozkurt	PROPN
impactinged-518	323	3	,	,	PUNCT
impactinged-518	323	4	a.	a.	NOUN
impactinged-518	323	5	(	(	PUNCT
impactinged-518	323	6	2023	2023	NUM
impactinged-518	323	7	)	)	PUNCT
impactinged-518	323	8	.	.	PUNCT
impactinged-518	324	1	generative	generative	ADJ
impactinged-518	324	2	artificial	artificial	ADJ
impactinged-518	324	3	intelligence	intelligence	NOUN
impactinged-518	324	4	(	(	PUNCT
impactinged-518	324	5	ai	ai	NOUN
impactinged-518	324	6	)	)	PUNCT
impactinged-518	324	7	powered	powered	ADJ
impactinged-518	324	8	conversational	conversational	ADJ
impactinged-518	324	9	educational	educational	ADJ
impactinged-518	324	10	agents	agent	NOUN
impactinged-518	324	11	:	:	PUNCT
impactinged-518	324	12	the	the	DET
impactinged-518	324	13	inevitable	inevitable	ADJ
impactinged-518	324	14	paradigm	paradigm	NOUN
impactinged-518	324	15	shift	shift	NOUN
impactinged-518	324	16	.	.	PUNCT
impactinged-518	325	1	asian	asian	ADJ
impactinged-518	325	2	journal	journal	PROPN
impactinged-518	325	3	of	of	ADP
impactinged-518	325	4	distance	distance	NOUN
impactinged-518	325	5	education	education	NOUN
impactinged-518	325	6	,	,	PUNCT
impactinged-518	325	7	18(1	18(1	NUM
impactinged-518	325	8	)	)	PUNCT
impactinged-518	325	9	.	.	PUNCT
impactinged-518	326	1	http://www.asianjde.com/ojs/index.php/asianjde/article/view/718	http://www.asianjde.com/ojs/index.php/asianjde/article/view/718	PROPN
impactinged-518	326	2	chew	chew	VERB
impactinged-518	326	3	,	,	PUNCT
impactinged-518	326	4	p.	p.	PROPN
impactinged-518	326	5	k.	k.	PROPN
impactinged-518	326	6	,	,	PUNCT
impactinged-518	326	7	&	&	CCONJ
impactinged-518	326	8	dillon	dillon	PROPN
impactinged-518	326	9	,	,	PUNCT
impactinged-518	326	10	d.	d.	PROPN
impactinged-518	326	11	b.	b.	PROPN
impactinged-518	326	12	(	(	PUNCT
impactinged-518	326	13	2014	2014	NUM
impactinged-518	326	14	)	)	PUNCT
impactinged-518	326	15	.	.	PUNCT
impactinged-518	327	1	statistics	statistic	NOUN
impactinged-518	327	2	anxiety	anxiety	NOUN
impactinged-518	327	3	update	update	NOUN
impactinged-518	327	4	:	:	PUNCT
impactinged-518	327	5	refining	refine	VERB
impactinged-518	327	6	the	the	DET
impactinged-518	327	7	construct	construct	NOUN
impactinged-518	327	8	and	and	CCONJ
impactinged-518	327	9	recommendations	recommendation	NOUN
impactinged-518	327	10	for	for	ADP
impactinged-518	327	11	a	a	DET
impactinged-518	327	12	new	new	ADJ
impactinged-518	327	13	research	research	NOUN
impactinged-518	327	14	agenda	agenda	NOUN
impactinged-518	327	15	.	.	PUNCT
impactinged-518	328	1	perspectives	perspective	NOUN
impactinged-518	328	2	on	on	ADP
impactinged-518	328	3	psychological	psychological	ADJ
impactinged-518	328	4	science	science	NOUN
impactinged-518	328	5	,	,	PUNCT
impactinged-518	328	6	9	9	NUM
impactinged-518	328	7	,	,	PUNCT
impactinged-518	328	8	196–208	196–208	NUM
impactinged-518	328	9	.	.	PUNCT
impactinged-518	329	1	https://doi.org/10.1177/1745691613518077	https://doi.org/10.1177/1745691613518077	PROPN
impactinged-518	329	2	chiou	chiou	NOUN
impactinged-518	329	3	,	,	PUNCT
impactinged-518	329	4	c.-c	c.-c	PROPN
impactinged-518	329	5	.	.	PUNCT
impactinged-518	329	6	,	,	PUNCT
impactinged-518	329	7	wang	wang	PROPN
impactinged-518	329	8	,	,	PUNCT
impactinged-518	329	9	y.-m	y.-m	PROPN
impactinged-518	329	10	.	.	PROPN
impactinged-518	329	11	,	,	PUNCT
impactinged-518	329	12	&	&	CCONJ
impactinged-518	329	13	lee	lee	PROPN
impactinged-518	329	14	,	,	PUNCT
impactinged-518	329	15	l.-t	l.-t	PROPN
impactinged-518	329	16	.	.	PUNCT
impactinged-518	330	1	(	(	PUNCT
impactinged-518	330	2	2014	2014	NUM
impactinged-518	330	3	)	)	PUNCT
impactinged-518	330	4	.	.	PUNCT
impactinged-518	331	1	reducing	reduce	VERB
impactinged-518	331	2	statistics	statistic	NOUN
impactinged-518	331	3	anxiety	anxiety	NOUN
impactinged-518	331	4	and	and	CCONJ
impactinged-518	331	5	enhancing	enhance	VERB
impactinged-518	331	6	statistics	statistic	NOUN
impactinged-518	331	7	learning	learn	VERB
impactinged-518	331	8	achievement	achievement	NOUN
impactinged-518	331	9	:	:	PUNCT
impactinged-518	331	10	effectiveness	effectiveness	NOUN
impactinged-518	331	11	of	of	ADP
impactinged-518	331	12	a	a	DET
impactinged-518	331	13	one	one	NUM
impactinged-518	331	14	-	-	PUNCT
impactinged-518	331	15	minute	minute	NOUN
impactinged-518	331	16	strategy	strategy	NOUN
impactinged-518	331	17	.	.	PUNCT
impactinged-518	332	1	psychological	psychological	ADJ
impactinged-518	332	2	reports	report	NOUN
impactinged-518	332	3	,	,	PUNCT
impactinged-518	332	4	115	115	NUM
impactinged-518	332	5	,	,	PUNCT
impactinged-518	332	6	297–310	297–310	NUM
impactinged-518	332	7	.	.	PUNCT
impactinged-518	333	1	https://doi.org/10.2466/11.04.pr0.115c12x3	https://doi.org/10.2466/11.04.pr0.115c12x3	PROPN
impactinged-518	333	2	cruise	cruise	PROPN
impactinged-518	333	3	,	,	PUNCT
impactinged-518	333	4	r.	r.	PROPN
impactinged-518	333	5	,	,	PUNCT
impactinged-518	333	6	cash	cash	NOUN
impactinged-518	333	7	,	,	PUNCT
impactinged-518	333	8	r.	r.	PROPN
impactinged-518	333	9	,	,	PUNCT
impactinged-518	333	10	&	&	CCONJ
impactinged-518	333	11	bolton	bolton	PROPN
impactinged-518	333	12	,	,	PUNCT
impactinged-518	333	13	d.	d.	PROPN
impactinged-518	333	14	(	(	PUNCT
impactinged-518	333	15	1985	1985	NUM
impactinged-518	333	16	)	)	PUNCT
impactinged-518	333	17	.	.	PUNCT
impactinged-518	334	1	development	development	NOUN
impactinged-518	334	2	and	and	CCONJ
impactinged-518	334	3	validation	validation	NOUN
impactinged-518	334	4	of	of	ADP
impactinged-518	334	5	instrument	instrument	NOUN
impactinged-518	334	6	to	to	PART
impactinged-518	334	7	measure	measure	VERB
impactinged-518	334	8	statistical	statistical	ADJ
impactinged-518	334	9	anxiety	anxiety	NOUN
impactinged-518	334	10	.	.	PUNCT
impactinged-518	335	1	proceedings	proceeding	NOUN
impactinged-518	335	2	of	of	ADP
impactinged-518	335	3	the	the	DET
impactinged-518	335	4	joint	joint	ADJ
impactinged-518	335	5	statistical	statistical	ADJ
impactinged-518	335	6	meetings	meeting	NOUN
impactinged-518	335	7	,	,	PUNCT
impactinged-518	335	8	section	section	NOUN
impactinged-518	335	9	on	on	ADP
impactinged-518	335	10	statistical	statistical	ADJ
impactinged-518	335	11	education	education	NOUN
impactinged-518	335	12	(	(	PUNCT
impactinged-518	335	13	pp	pp	ADJ
impactinged-518	335	14	.	.	PUNCT
impactinged-518	335	15	92–97	92–97	NUM
impactinged-518	335	16	)	)	PUNCT
impactinged-518	335	17	.	.	PUNCT
impactinged-518	336	1	american	american	ADJ
impactinged-518	336	2	statistical	statistical	PROPN
impactinged-518	336	3	association	association	PROPN
impactinged-518	336	4	.	.	PUNCT
impactinged-518	337	1	devaney	devaney	PROPN
impactinged-518	337	2	,	,	PUNCT
impactinged-518	337	3	t.	t.	NOUN
impactinged-518	337	4	a.	a.	NOUN
impactinged-518	337	5	(	(	PUNCT
impactinged-518	337	6	2010	2010	NUM
impactinged-518	337	7	)	)	PUNCT
impactinged-518	337	8	.	.	PUNCT
impactinged-518	338	1	anxiety	anxiety	NOUN
impactinged-518	338	2	and	and	CCONJ
impactinged-518	338	3	attitudes	attitude	NOUN
impactinged-518	338	4	of	of	ADP
impactinged-518	338	5	graduate	graduate	ADJ
impactinged-518	338	6	students	student	NOUN
impactinged-518	338	7	in	in	ADP
impactinged-518	338	8	oncampus	oncampus	NOUN
impactinged-518	338	9	vs.	vs.	ADP
impactinged-518	338	10	online	online	PROPN
impactinged-518	338	11	statistics	statistic	NOUN
impactinged-518	338	12	courses	course	NOUN
impactinged-518	338	13	.	.	PUNCT
impactinged-518	339	1	journal	journal	PROPN
impactinged-518	339	2	of	of	ADP
impactinged-518	339	3	statistics	statistics	PROPN
impactinged-518	339	4	education	education	NOUN
impactinged-518	339	5	,	,	PUNCT
impactinged-518	339	6	18(1	18(1	NUM
impactinged-518	339	7	)	)	PUNCT
impactinged-518	339	8	.	.	PUNCT
impactinged-518	340	1	https://doi.org/10.1080/10691898.2010.11889472	https://doi.org/10.1080/10691898.2010.11889472	PROPN
impactinged-518	341	1	ellis	ellis	PROPN
impactinged-518	341	2	,	,	PUNCT
impactinged-518	341	3	a.	a.	PROPN
impactinged-518	341	4	r.	r.	PROPN
impactinged-518	341	5	,	,	PUNCT
impactinged-518	341	6	&	&	CCONJ
impactinged-518	341	7	slade	slade	PROPN
impactinged-518	341	8	,	,	PUNCT
impactinged-518	341	9	e.	e.	PROPN
impactinged-518	341	10	(	(	PUNCT
impactinged-518	341	11	2023	2023	NUM
impactinged-518	341	12	)	)	PUNCT
impactinged-518	341	13	.	.	PUNCT
impactinged-518	342	1	a	a	DET
impactinged-518	342	2	new	new	ADJ
impactinged-518	342	3	era	era	NOUN
impactinged-518	342	4	of	of	ADP
impactinged-518	342	5	learning	learning	NOUN
impactinged-518	342	6	:	:	PUNCT
impactinged-518	342	7	considerations	consideration	NOUN
impactinged-518	342	8	for	for	ADP
impactinged-518	342	9	chatgpt	chatgpt	NOUN
impactinged-518	342	10	as	as	ADP
impactinged-518	342	11	a	a	DET
impactinged-518	342	12	tool	tool	NOUN
impactinged-518	342	13	to	to	PART
impactinged-518	342	14	enhance	enhance	VERB
impactinged-518	342	15	statistics	statistic	NOUN
impactinged-518	342	16	and	and	CCONJ
impactinged-518	342	17	data	datum	NOUN
impactinged-518	342	18	science	science	NOUN
impactinged-518	342	19	education	education	NOUN
impactinged-518	342	20	.	.	PUNCT
impactinged-518	343	1	journal	journal	PROPN
impactinged-518	343	2	of	of	ADP
impactinged-518	343	3	statistics	statistic	NOUN
impactinged-518	343	4	and	and	CCONJ
impactinged-518	343	5	data	datum	NOUN
impactinged-518	343	6	science	science	NOUN
impactinged-518	343	7	education	education	NOUN
impactinged-518	343	8	,	,	PUNCT
impactinged-518	343	9	31(2	31(2	NUM
impactinged-518	343	10	)	)	PUNCT
impactinged-518	343	11	,	,	PUNCT
impactinged-518	343	12	128–133	128–133	NUM
impactinged-518	343	13	.	.	PUNCT
impactinged-518	344	1	https://doi.org/10.1080/26939169.2023.2223609	https://doi.org/10.1080/26939169.2023.2223609	PROPN
impactinged-518	344	2	engle	engle	PROPN
impactinged-518	344	3	,	,	PUNCT
impactinged-518	344	4	r.	r.	PROPN
impactinged-518	344	5	a.	a.	PROPN
impactinged-518	344	6	,	,	PUNCT
impactinged-518	344	7	&	&	CCONJ
impactinged-518	344	8	conant	conant	PROPN
impactinged-518	344	9	,	,	PUNCT
impactinged-518	344	10	f.	f.	PROPN
impactinged-518	344	11	r.	r.	PROPN
impactinged-518	344	12	(	(	PUNCT
impactinged-518	344	13	2002	2002	NUM
impactinged-518	344	14	)	)	PUNCT
impactinged-518	344	15	.	.	PUNCT
impactinged-518	345	1	guiding	guide	VERB
impactinged-518	345	2	principles	principle	NOUN
impactinged-518	345	3	for	for	ADP
impactinged-518	345	4	fostering	foster	VERB
impactinged-518	345	5	productive	productive	ADJ
impactinged-518	345	6	disciplinary	disciplinary	ADJ
impactinged-518	345	7	engagement	engagement	NOUN
impactinged-518	345	8	:	:	PUNCT
impactinged-518	345	9	explaining	explain	VERB
impactinged-518	345	10	an	an	DET
impactinged-518	345	11	emergent	emergent	ADJ
impactinged-518	345	12	argument	argument	NOUN
impactinged-518	345	13	in	in	ADP
impactinged-518	345	14	a	a	DET
impactinged-518	345	15	community	community	NOUN
impactinged-518	345	16	of	of	ADP
impactinged-518	345	17	learners	learner	NOUN
impactinged-518	345	18	classroom	classroom	NOUN
impactinged-518	345	19	.	.	PUNCT
impactinged-518	346	1	cognition	cognition	NOUN
impactinged-518	346	2	and	and	CCONJ
impactinged-518	346	3	instruction	instruction	NOUN
impactinged-518	346	4	,	,	PUNCT
impactinged-518	346	5	20(4	20(4	NOUN
impactinged-518	346	6	)	)	PUNCT
impactinged-518	346	7	,	,	PUNCT
impactinged-518	346	8	399–483	399–483	NUM
impactinged-518	346	9	.	.	PROPN
impactinged-518	347	1	https://doi.org/10.1207/s1532690xci2004_1	https://doi.org/10.1207/s1532690xci2004_1	PROPN
impactinged-518	347	2	haller	haller	PROPN
impactinged-518	347	3	,	,	PUNCT
impactinged-518	347	4	e.	e.	PROPN
impactinged-518	347	5	j.	j.	PROPN
impactinged-518	347	6	(	(	PUNCT
impactinged-518	347	7	1979	1979	NUM
impactinged-518	347	8	)	)	PUNCT
impactinged-518	347	9	.	.	PUNCT
impactinged-518	348	1	questionnaires	questionnaire	NOUN
impactinged-518	348	2	and	and	CCONJ
impactinged-518	348	3	the	the	DET
impactinged-518	348	4	dissertation	dissertation	NOUN
impactinged-518	348	5	in	in	ADP
impactinged-518	348	6	educational	educational	ADJ
impactinged-518	348	7	administration	administration	NOUN
impactinged-518	348	8	.	.	PUNCT
impactinged-518	349	1	educational	educational	ADJ
impactinged-518	349	2	administration	administration	PROPN
impactinged-518	349	3	quarterly	quarterly	PROPN
impactinged-518	349	4	,	,	PUNCT
impactinged-518	349	5	15(1	15(1	NUM
impactinged-518	349	6	)	)	PUNCT
impactinged-518	349	7	,	,	PUNCT
impactinged-518	349	8	47–66	47–66	PROPN
impactinged-518	349	9	.	.	PUNCT
impactinged-518	350	1	jimerson	jimerson	PROPN
impactinged-518	350	2	,	,	PUNCT
impactinged-518	350	3	j.	j.	PROPN
impactinged-518	350	4	b.	b.	PROPN
impactinged-518	350	5	,	,	PUNCT
impactinged-518	350	6	&	&	CCONJ
impactinged-518	350	7	wayman	wayman	PROPN
impactinged-518	350	8	,	,	PUNCT
impactinged-518	350	9	j.	j.	PROPN
impactinged-518	350	10	c.	c.	PROPN
impactinged-518	350	11	(	(	PUNCT
impactinged-518	350	12	2015	2015	NUM
impactinged-518	350	13	)	)	PUNCT
impactinged-518	350	14	.	.	PUNCT
impactinged-518	351	1	professional	professional	ADJ
impactinged-518	351	2	learning	learning	NOUN
impactinged-518	351	3	for	for	ADP
impactinged-518	351	4	using	use	VERB
impactinged-518	351	5	data	datum	NOUN
impactinged-518	351	6	:	:	PUNCT
impactinged-518	351	7	examining	examine	VERB
impactinged-518	351	8	teacher	teacher	NOUN
impactinged-518	351	9	needs	need	NOUN
impactinged-518	351	10	and	and	CCONJ
impactinged-518	351	11	supports	support	NOUN
impactinged-518	351	12	.	.	PUNCT
impactinged-518	352	1	teachers	teacher	NOUN
impactinged-518	352	2	college	college	PROPN
impactinged-518	352	3	record	record	NOUN
impactinged-518	352	4	,	,	PUNCT
impactinged-518	352	5	117(4	117(4	NUM
impactinged-518	352	6	)	)	PUNCT
impactinged-518	352	7	,	,	PUNCT
impactinged-518	352	8	1–36	1–36	PROPN
impactinged-518	352	9	.	.	PUNCT
impactinged-518	353	1	https://doi.org/10.1177/016146811511700405	https://doi.org/10.1177/016146811511700405	NOUN
impactinged-518	353	2	kuznetsov	kuznetsov	NOUN
impactinged-518	353	3	,	,	PUNCT
impactinged-518	353	4	a.	a.	NOUN
impactinged-518	353	5	(	(	PUNCT
impactinged-518	353	6	2024	2024	NUM
impactinged-518	353	7	)	)	PUNCT
impactinged-518	353	8	.	.	PUNCT
impactinged-518	354	1	the	the	DET
impactinged-518	354	2	analysis	analysis	NOUN
impactinged-518	354	3	of	of	ADP
impactinged-518	354	4	the	the	DET
impactinged-518	354	5	efficiency	efficiency	NOUN
impactinged-518	354	6	of	of	ADP
impactinged-518	354	7	generative	generative	NOUN
impactinged-518	354	8	ai	ai	VERB
impactinged-518	354	9	algorithms	algorithm	NOUN
impactinged-518	354	10	for	for	ADP
impactinged-518	354	11	creating	create	VERB
impactinged-518	354	12	a	a	DET
impactinged-518	354	13	natural	natural	ADJ
impactinged-518	354	14	dialogue	dialogue	NOUN
impactinged-518	354	15	.	.	PUNCT
impactinged-518	355	1	the	the	DET
impactinged-518	355	2	american	american	PROPN
impactinged-518	355	3	journal	journal	PROPN
impactinged-518	355	4	of	of	ADP
impactinged-518	355	5	interdisciplinary	interdisciplinary	ADJ
impactinged-518	355	6	innovations	innovation	NOUN
impactinged-518	355	7	and	and	CCONJ
impactinged-518	355	8	research	research	NOUN
impactinged-518	355	9	,	,	PUNCT
impactinged-518	355	10	6(6	6(6	ADJ
impactinged-518	355	11	)	)	PUNCT
impactinged-518	355	12	,	,	PUNCT
impactinged-518	355	13	26–34	26–34	NUM
impactinged-518	355	14	.	.	PUNCT
impactinged-518	356	1	https://doi.org/10.37547/tajiir/volume06issue06-08	https://doi.org/10.37547/tajiir/volume06issue06-08	NOUN
impactinged-518	356	2	labaree	labaree	PROPN
impactinged-518	356	3	,	,	PUNCT
impactinged-518	356	4	d.	d.	PROPN
impactinged-518	356	5	f.	f.	PROPN
impactinged-518	356	6	(	(	PUNCT
impactinged-518	356	7	2003	2003	NUM
impactinged-518	356	8	)	)	PUNCT
impactinged-518	356	9	.	.	PUNCT
impactinged-518	357	1	the	the	DET
impactinged-518	357	2	peculiar	peculiar	ADJ
impactinged-518	357	3	problems	problem	NOUN
impactinged-518	357	4	of	of	ADP
impactinged-518	357	5	preparing	prepare	VERB
impactinged-518	357	6	educational	educational	ADJ
impactinged-518	357	7	researchers	researcher	NOUN
impactinged-518	357	8	.	.	PUNCT
impactinged-518	358	1	educational	educational	ADJ
impactinged-518	358	2	researcher	researcher	NOUN
impactinged-518	358	3	,	,	PUNCT
impactinged-518	358	4	32(4	32(4	NUM
impactinged-518	358	5	)	)	PUNCT
impactinged-518	358	6	,	,	PUNCT
impactinged-518	358	7	13–22	13–22	NUM
impactinged-518	358	8	.	.	PUNCT
impactinged-518	359	1	https://doi.org/10.3102/0013189x032004013	https://doi.org/10.3102/0013189x032004013	PROPN
impactinged-518	359	2	li	li	PROPN
impactinged-518	359	3	,	,	PUNCT
impactinged-518	359	4	z.	z.	PROPN
impactinged-518	359	5	,	,	PUNCT
impactinged-518	359	6	oon	oon	ADV
impactinged-518	359	7	,	,	PUNCT
impactinged-518	359	8	p.	p.	PROPN
impactinged-518	359	9	t.	t.	PROPN
impactinged-518	359	10	e.	e.	PROPN
impactinged-518	359	11	,	,	PUNCT
impactinged-518	359	12	&	&	CCONJ
impactinged-518	359	13	chai	chai	NOUN
impactinged-518	359	14	,	,	PUNCT
impactinged-518	359	15	s.	s.	PROPN
impactinged-518	359	16	(	(	PUNCT
impactinged-518	359	17	2024	2024	NUM
impactinged-518	359	18	)	)	PUNCT
impactinged-518	359	19	.	.	PUNCT
impactinged-518	360	1	examining	examine	VERB
impactinged-518	360	2	the	the	DET
impactinged-518	360	3	impact	impact	NOUN
impactinged-518	360	4	of	of	ADP
impactinged-518	360	5	teacher	teacher	NOUN
impactinged-518	360	6	scaffolding	scaffold	VERB
impactinged-518	360	7	in	in	ADP
impactinged-518	360	8	the	the	DET
impactinged-518	360	9	knowledge	knowledge	NOUN
impactinged-518	360	10	building	building	PROPN
impactinged-518	360	11	environment	environment	NOUN
impactinged-518	360	12	:	:	PUNCT
impactinged-518	360	13	insights	insight	NOUN
impactinged-518	360	14	from	from	ADP
impactinged-518	360	15	students	student	NOUN
impactinged-518	360	16	’	’	PART
impactinged-518	360	17	interaction	interaction	NOUN
impactinged-518	360	18	patterns	pattern	NOUN
impactinged-518	360	19	,	,	PUNCT
impactinged-518	360	20	social	social	ADJ
impactinged-518	360	21	epistemic	epistemic	ADJ
impactinged-518	360	22	networks	network	NOUN
impactinged-518	360	23	,	,	PUNCT
impactinged-518	360	24	and	and	CCONJ
impactinged-518	360	25	academic	academic	ADJ
impactinged-518	360	26	performance	performance	NOUN
impactinged-518	360	27	.	.	PUNCT
impactinged-518	361	1	education	education	NOUN
impactinged-518	361	2	and	and	CCONJ
impactinged-518	361	3	information	information	NOUN
impactinged-518	361	4	technologies	technology	NOUN
impactinged-518	361	5	.	.	PUNCT
impactinged-518	362	1	https://doi.org/10.1007/s10639-024-12535-z	https://doi.org/10.1007/s10639-024-12535-z	PROPN
impactinged-518	362	2	macher	macher	PROPN
impactinged-518	362	3	,	,	PUNCT
impactinged-518	362	4	d.	d.	PROPN
impactinged-518	362	5	,	,	PUNCT
impactinged-518	362	6	paechter	paechter	NOUN
impactinged-518	362	7	,	,	PUNCT
impactinged-518	362	8	m.	m.	NOUN
impactinged-518	362	9	,	,	PUNCT
impactinged-518	362	10	papousek	papousek	NOUN
impactinged-518	362	11	,	,	PUNCT
impactinged-518	362	12	i.	i.	PROPN
impactinged-518	362	13	,	,	PUNCT
impactinged-518	362	14	&	&	CCONJ
impactinged-518	362	15	ruggeri	ruggeri	PROPN
impactinged-518	362	16	,	,	PUNCT
impactinged-518	362	17	k.	k.	PROPN
impactinged-518	362	18	(	(	PUNCT
impactinged-518	362	19	2012	2012	NUM
impactinged-518	362	20	)	)	PUNCT
impactinged-518	362	21	.	.	PUNCT
impactinged-518	363	1	statistics	statistic	NOUN
impactinged-518	363	2	anxiety	anxiety	NOUN
impactinged-518	363	3	,	,	PUNCT
impactinged-518	363	4	trait	trait	NOUN
impactinged-518	363	5	anxiety	anxiety	NOUN
impactinged-518	363	6	,	,	PUNCT
impactinged-518	363	7	learning	learn	VERB
impactinged-518	363	8	behavior	behavior	NOUN
impactinged-518	363	9	,	,	PUNCT
impactinged-518	363	10	and	and	CCONJ
impactinged-518	363	11	academic	academic	ADJ
impactinged-518	363	12	performance	performance	NOUN
impactinged-518	363	13	.	.	PUNCT
impactinged-518	364	1	european	european	ADJ
impactinged-518	364	2	journal	journal	PROPN
impactinged-518	364	3	of	of	ADP
impactinged-518	364	4	psychology	psychology	NOUN
impactinged-518	364	5	and	and	CCONJ
impactinged-518	364	6	education	education	NOUN
impactinged-518	364	7	,	,	PUNCT
impactinged-518	364	8	27	27	NUM
impactinged-518	364	9	,	,	PUNCT
impactinged-518	364	10	483–498	483–498	NUM
impactinged-518	364	11	.	.	PUNCT
impactinged-518	365	1	https://doi.org/10.1007/s10212-011-0090-5	https://doi.org/10.1007/s10212-011-0090-5	PROPN
impactinged-518	365	2	megahed	megahe	VERB
impactinged-518	365	3	,	,	PUNCT
impactinged-518	365	4	f.	f.	PROPN
impactinged-518	365	5	m.	m.	PROPN
impactinged-518	365	6	,	,	PUNCT
impactinged-518	365	7	chen	chen	PROPN
impactinged-518	365	8	,	,	PUNCT
impactinged-518	365	9	y.	y.	PROPN
impactinged-518	365	10	j.	j.	PROPN
impactinged-518	365	11	,	,	PUNCT
impactinged-518	365	12	ferris	ferris	PROPN
impactinged-518	365	13	,	,	PUNCT
impactinged-518	365	14	j.	j.	PROPN
impactinged-518	365	15	a.	a.	PROPN
impactinged-518	365	16	,	,	PUNCT
impactinged-518	365	17	knoth	knoth	PROPN
impactinged-518	365	18	,	,	PUNCT
impactinged-518	365	19	s.	s.	PROPN
impactinged-518	365	20	,	,	PUNCT
impactinged-518	365	21	&	&	CCONJ
impactinged-518	365	22	jones	jones	PROPN
impactinged-518	365	23	-	-	PUNCT
impactinged-518	365	24	farmer	farmer	PROPN
impactinged-518	365	25	,	,	PUNCT
impactinged-518	365	26	l.	l.	PROPN
impactinged-518	365	27	a.	a.	PROPN
impactinged-518	365	28	(	(	PUNCT
impactinged-518	365	29	2024	2024	NUM
impactinged-518	365	30	)	)	PUNCT
impactinged-518	365	31	.	.	PUNCT
impactinged-518	366	1	how	how	SCONJ
impactinged-518	366	2	generative	generative	ADJ
impactinged-518	366	3	ai	ai	VERB
impactinged-518	366	4	models	model	NOUN
impactinged-518	366	5	such	such	ADJ
impactinged-518	366	6	as	as	ADP
impactinged-518	366	7	chatgpt	chatgpt	NOUN
impactinged-518	366	8	can	can	AUX
impactinged-518	366	9	be	be	AUX
impactinged-518	366	10	(	(	PUNCT
impactinged-518	366	11	mis)used	mis)use	VERB
impactinged-518	366	12	in	in	ADP
impactinged-518	366	13	spc	spc	PROPN
impactinged-518	366	14	practice	practice	NOUN
impactinged-518	366	15	,	,	PUNCT
impactinged-518	366	16	education	education	NOUN
impactinged-518	366	17	,	,	PUNCT
impactinged-518	366	18	and	and	CCONJ
impactinged-518	366	19	research	research	NOUN
impactinged-518	366	20	?	?	PUNCT
impactinged-518	367	1	an	an	DET
impactinged-518	367	2	exploratory	exploratory	ADJ
impactinged-518	367	3	study	study	NOUN
impactinged-518	367	4	.	.	PUNCT
impactinged-518	368	1	quality	quality	NOUN
impactinged-518	368	2	engineering	engineering	NOUN
impactinged-518	368	3	,	,	PUNCT
impactinged-518	368	4	36(2	36(2	NUM
impactinged-518	368	5	)	)	PUNCT
impactinged-518	368	6	,	,	PUNCT
impactinged-518	368	7	287–315	287–315	NUM
impactinged-518	368	8	.	.	PUNCT
impactinged-518	369	1	https://doi.org/10.1080/08982112.2023.2206479	https://doi.org/10.1080/08982112.2023.2206479	PROPN
impactinged-518	369	2	nolan	nolan	PROPN
impactinged-518	369	3	,	,	PUNCT
impactinged-518	369	4	d.	d.	PROPN
impactinged-518	369	5	,	,	PUNCT
impactinged-518	369	6	&	&	CCONJ
impactinged-518	369	7	temple	temple	PROPN
impactinged-518	369	8	lang	lang	PROPN
impactinged-518	369	9	,	,	PUNCT
impactinged-518	369	10	d.	d.	PROPN
impactinged-518	369	11	(	(	PUNCT
impactinged-518	369	12	2010	2010	NUM
impactinged-518	369	13	)	)	PUNCT
impactinged-518	369	14	.	.	PUNCT
impactinged-518	370	1	computing	compute	VERB
impactinged-518	370	2	in	in	ADP
impactinged-518	370	3	the	the	DET
impactinged-518	370	4	statistics	statistic	NOUN
impactinged-518	370	5	curricula	curricula	PROPN
impactinged-518	370	6	.	.	PUNCT
impactinged-518	371	1	the	the	DET
impactinged-518	371	2	american	american	PROPN
impactinged-518	371	3	statistician	statistician	PROPN
impactinged-518	371	4	,	,	PUNCT
impactinged-518	371	5	64	64	NUM
impactinged-518	371	6	,	,	PUNCT
impactinged-518	371	7	97–107	97–107	PROPN
impactinged-518	371	8	.	.	PUNCT
impactinged-518	372	1	https://doi.org/10.1198/tast.2010.09132	https://doi.org/10.1198/tast.2010.09132	PROPN
impactinged-518	372	2	onwuegbuzie	onwuegbuzie	PROPN
impactinged-518	372	3	,	,	PUNCT
impactinged-518	372	4	a.	a.	PROPN
impactinged-518	372	5	j.	j.	PROPN
impactinged-518	372	6	,	,	PUNCT
impactinged-518	372	7	&	&	CCONJ
impactinged-518	372	8	wilson	wilson	PROPN
impactinged-518	372	9	,	,	PUNCT
impactinged-518	372	10	v.	v.	ADP
impactinged-518	372	11	a.	a.	PROPN
impactinged-518	372	12	(	(	PUNCT
impactinged-518	372	13	2010	2010	NUM
impactinged-518	372	14	)	)	PUNCT
impactinged-518	372	15	.	.	PUNCT
impactinged-518	373	1	statistics	statistic	NOUN
impactinged-518	373	2	anxiety	anxiety	NOUN
impactinged-518	373	3	:	:	PUNCT
impactinged-518	373	4	nature	nature	NOUN
impactinged-518	373	5	,	,	PUNCT
impactinged-518	373	6	etiology	etiology	NOUN
impactinged-518	373	7	,	,	PUNCT
impactinged-518	373	8	antecedents	antecedent	NOUN
impactinged-518	373	9	,	,	PUNCT
impactinged-518	373	10	effects	effect	NOUN
impactinged-518	373	11	,	,	PUNCT
impactinged-518	373	12	and	and	CCONJ
impactinged-518	373	13	treatments	treatment	NOUN
impactinged-518	373	14	:	:	PUNCT
impactinged-518	373	15	a	a	DET
impactinged-518	373	16	comprehensive	comprehensive	ADJ
impactinged-518	373	17	review	review	NOUN
impactinged-518	373	18	of	of	ADP
impactinged-518	373	19	the	the	DET
impactinged-518	373	20	literature	literature	NOUN
impactinged-518	373	21	.	.	PUNCT
impactinged-518	374	1	teaching	teach	VERB
impactinged-518	374	2	in	in	ADP
impactinged-518	374	3	higher	high	ADJ
impactinged-518	374	4	education	education	NOUN
impactinged-518	374	5	,	,	PUNCT
impactinged-518	374	6	8(2	8(2	NUM
impactinged-518	374	7	)	)	PUNCT
impactinged-518	374	8	,	,	PUNCT
impactinged-518	374	9	195–209	195–209	NUM
impactinged-518	374	10	.	.	PUNCT
impactinged-518	375	1	https://doi.org/10.1007/s11251-005-1272-9	https://doi.org/10.1007/s11251-005-1272-9	NOUN
impactinged-518	375	2	https://doi.org/10.1007/s11251-005-1272-9	https://doi.org/10.1007/s11251-005-1272-9	VERB
impactinged-518	375	3	http://ajer.journalhosting.ucalgary.ca/index.php/ajer/article/view/1054/894	http://ajer.journalhosting.ucalgary.ca/index.php/ajer/article/view/1054/894	ADJ
impactinged-518	375	4	https://doi.org/10.1016/j.iheduc.2015.04.007	https://doi.org/10.1016/j.iheduc.2015.04.007	PROPN
impactinged-518	375	5	http://www.asianjde.com/ojs/index.php/asianjde/article/view/718	http://www.asianjde.com/ojs/index.php/asianjde/article/view/718	PROPN
impactinged-518	375	6	https://doi.org/10.1177/1745691613518077	https://doi.org/10.1177/1745691613518077	PROPN
impactinged-518	375	7	https://doi.org/10.2466/11.04.pr0.115c12x3	https://doi.org/10.2466/11.04.pr0.115c12x3	PROPN
impactinged-518	375	8	https://doi.org/10.1080/10691898.2010.11889472	https://doi.org/10.1080/10691898.2010.11889472	PROPN
impactinged-518	375	9	https://doi.org/10.1080/26939169.2023.2223609	https://doi.org/10.1080/26939169.2023.2223609	NOUN
impactinged-518	375	10	https://doi.org/10.1207/s1532690xci2004_1	https://doi.org/10.1207/s1532690xci2004_1	VERB
impactinged-518	375	11	https://doi.org/10.1177/016146811511700405	https://doi.org/10.1177/016146811511700405	ADP
impactinged-518	375	12	https://doi.org/10.37547/tajiir/volume06issue06-08	https://doi.org/10.37547/tajiir/volume06issue06-08	NOUN
impactinged-518	375	13	https://doi.org/10.3102/0013189x032004013	https://doi.org/10.3102/0013189x032004013	X
impactinged-518	375	14	https://doi.org/10.1007/s10639-024-12535-z	https://doi.org/10.1007/s10639-024-12535-z	PRON
impactinged-518	375	15	https://doi.org/10.1007/s10212-011-0090-5	https://doi.org/10.1007/s10212-011-0090-5	NUM
impactinged-518	375	16	https://doi.org/10.1080/08982112.2023.2206479	https://doi.org/10.1080/08982112.2023.2206479	VERB
impactinged-518	375	17	https://doi.org/10.1198/tast.2010.09132	https://doi.org/10.1198/tast.2010.09132	PROPN
impactinged-518	375	18	framework	framework	NOUN
impactinged-518	375	19	for	for	ADP
impactinged-518	375	20	generative	generative	ADJ
impactinged-518	375	21	ai	ai	VERB
impactinged-518	375	22	in	in	ADP
impactinged-518	375	23	statistics	statistic	NOUN
impactinged-518	375	24	impacting	impact	VERB
impactinged-518	375	25	education	education	NOUN
impactinged-518	375	26	:	:	PUNCT
impactinged-518	376	1	journal	journal	NOUN
impactinged-518	376	2	on	on	ADP
impactinged-518	376	3	transforming	transform	VERB
impactinged-518	376	4	professional	professional	ADJ
impactinged-518	376	5	practice	practice	NOUN
impactinged-518	376	6	impactinged.pitt.edu	impactinged.pitt.edu	PROPN
impactinged-518	376	7	vol	vol	NOUN
impactinged-518	376	8	.	.	PROPN
impactinged-518	377	1	10	10	NUM
impactinged-518	377	2	no	no	NOUN
impactinged-518	377	3	.	.	NOUN
impactinged-518	377	4	1	1	NUM
impactinged-518	377	5	(	(	PUNCT
impactinged-518	377	6	2025	2025	NUM
impactinged-518	377	7	)	)	PUNCT
impactinged-518	377	8	doi	doi	NOUN
impactinged-518	377	9	10.5195	10.5195	NUM
impactinged-518	377	10	/	/	SYM
impactinged-518	377	11	ie.2025.518	ie.2025.518	PROPN
impactinged-518	377	12	65	65	NUM
impactinged-518	377	13	onwuegbuzie	onwuegbuzie	ADJ
impactinged-518	377	14	,	,	PUNCT
impactinged-518	377	15	a.	a.	PROPN
impactinged-518	377	16	j.	j.	PROPN
impactinged-518	377	17	,	,	PUNCT
impactinged-518	377	18	&	&	CCONJ
impactinged-518	377	19	daley	daley	PROPN
impactinged-518	377	20	,	,	PUNCT
impactinged-518	377	21	c.	c.	PROPN
impactinged-518	377	22	e.	e.	PROPN
impactinged-518	377	23	(	(	PUNCT
impactinged-518	377	24	1999	1999	NUM
impactinged-518	377	25	)	)	PUNCT
impactinged-518	377	26	.	.	PUNCT
impactinged-518	378	1	perfectionism	perfectionism	NOUN
impactinged-518	378	2	and	and	CCONJ
impactinged-518	378	3	statistics	statistic	NOUN
impactinged-518	378	4	anxiety	anxiety	NOUN
impactinged-518	378	5	.	.	PUNCT
impactinged-518	379	1	personality	personality	NOUN
impactinged-518	379	2	and	and	CCONJ
impactinged-518	379	3	individual	individual	ADJ
impactinged-518	379	4	differences	difference	NOUN
impactinged-518	379	5	,	,	PUNCT
impactinged-518	379	6	26	26	NUM
impactinged-518	379	7	,	,	PUNCT
impactinged-518	379	8	1089–1102	1089–1102	NUM
impactinged-518	379	9	.	.	PUNCT
impactinged-518	380	1	https://doi.org/10.1016/s0191-8869(98)00214-1	https://doi.org/10.1016/s0191-8869(98)00214-1	VERB
impactinged-518	381	1	onwuegbuzie	onwuegbuzie	ADJ
impactinged-518	381	2	,	,	PUNCT
impactinged-518	381	3	a.	a.	NOUN
impactinged-518	381	4	,	,	PUNCT
impactinged-518	381	5	daros	daro	NOUN
impactinged-518	381	6	,	,	PUNCT
impactinged-518	381	7	d.	d.	PROPN
impactinged-518	381	8	,	,	PUNCT
impactinged-518	381	9	&	&	CCONJ
impactinged-518	381	10	ryan	ryan	PROPN
impactinged-518	381	11	,	,	PUNCT
impactinged-518	381	12	j.	j.	PROPN
impactinged-518	381	13	(	(	PUNCT
impactinged-518	381	14	1997	1997	NUM
impactinged-518	381	15	)	)	PUNCT
impactinged-518	381	16	.	.	PUNCT
impactinged-518	382	1	the	the	DET
impactinged-518	382	2	components	component	NOUN
impactinged-518	382	3	of	of	ADP
impactinged-518	382	4	statistics	statistic	NOUN
impactinged-518	382	5	anxiety	anxiety	NOUN
impactinged-518	382	6	:	:	PUNCT
impactinged-518	382	7	a	a	DET
impactinged-518	382	8	phenomenological	phenomenological	ADJ
impactinged-518	382	9	study	study	NOUN
impactinged-518	382	10	.	.	PUNCT
impactinged-518	383	1	focus	focus	VERB
impactinged-518	383	2	on	on	ADP
impactinged-518	383	3	learning	learn	VERB
impactinged-518	383	4	problems	problem	NOUN
impactinged-518	383	5	in	in	ADP
impactinged-518	383	6	mathematics	mathematic	NOUN
impactinged-518	383	7	,	,	PUNCT
impactinged-518	383	8	11–35	11–35	NUM
impactinged-518	383	9	.	.	PUNCT
impactinged-518	384	1	pintrich	pintrich	NOUN
impactinged-518	384	2	,	,	PUNCT
impactinged-518	384	3	p.	p.	PROPN
impactinged-518	384	4	r.	r.	PROPN
impactinged-518	384	5	,	,	PUNCT
impactinged-518	384	6	&	&	CCONJ
impactinged-518	384	7	zeidner	zeidner	PROPN
impactinged-518	384	8	,	,	PUNCT
impactinged-518	384	9	m.	m.	NOUN
impactinged-518	384	10	(	(	PUNCT
impactinged-518	384	11	2000	2000	NUM
impactinged-518	384	12	)	)	PUNCT
impactinged-518	384	13	.	.	PUNCT
impactinged-518	385	1	handbook	handbook	NOUN
impactinged-518	385	2	of	of	ADP
impactinged-518	385	3	self	self	NOUN
impactinged-518	385	4	-	-	PUNCT
impactinged-518	385	5	regulation	regulation	NOUN
impactinged-518	385	6	.	.	PUNCT
impactinged-518	386	1	elsevier	elsevier	PROPN
impactinged-518	386	2	science	science	PROPN
impactinged-518	386	3	&	&	CCONJ
impactinged-518	386	4	technology	technology	PROPN
impactinged-518	386	5	.	.	PUNCT
impactinged-518	387	1	radford	radford	PROPN
impactinged-518	387	2	,	,	PUNCT
impactinged-518	387	3	a.	a.	PROPN
impactinged-518	387	4	,	,	PUNCT
impactinged-518	387	5	&	&	CCONJ
impactinged-518	387	6	narasimhan	narasimhan	PROPN
impactinged-518	387	7	,	,	PUNCT
impactinged-518	387	8	k.	k.	PROPN
impactinged-518	387	9	(	(	PUNCT
impactinged-518	387	10	2018	2018	NUM
impactinged-518	387	11	)	)	PUNCT
impactinged-518	387	12	.	.	PUNCT
impactinged-518	388	1	improving	improve	VERB
impactinged-518	388	2	language	language	NOUN
impactinged-518	388	3	understanding	understanding	NOUN
impactinged-518	388	4	by	by	ADP
impactinged-518	388	5	generative	generative	ADJ
impactinged-518	388	6	pre	pre	NOUN
impactinged-518	388	7	-	-	NOUN
impactinged-518	388	8	training	training	NOUN
impactinged-518	388	9	.	.	PUNCT
impactinged-518	389	1	robertson	robertson	PROPN
impactinged-518	389	2	,	,	PUNCT
impactinged-518	389	3	j.	j.	PROPN
impactinged-518	389	4	,	,	PUNCT
impactinged-518	389	5	ferreira	ferreira	PROPN
impactinged-518	389	6	,	,	PUNCT
impactinged-518	389	7	c.	c.	PROPN
impactinged-518	389	8	,	,	PUNCT
impactinged-518	389	9	botha	botha	PROPN
impactinged-518	389	10	,	,	PUNCT
impactinged-518	389	11	e.	e.	PROPN
impactinged-518	389	12	,	,	PUNCT
impactinged-518	389	13	&	&	CCONJ
impactinged-518	389	14	oosthuizen	oosthuizen	PROPN
impactinged-518	389	15	,	,	PUNCT
impactinged-518	389	16	k.	k.	PROPN
impactinged-518	389	17	(	(	PUNCT
impactinged-518	389	18	2024	2024	NUM
impactinged-518	389	19	)	)	PUNCT
impactinged-518	389	20	.	.	PUNCT
impactinged-518	390	1	game	game	NOUN
impactinged-518	390	2	changers	changer	NOUN
impactinged-518	390	3	:	:	PUNCT
impactinged-518	390	4	a	a	DET
impactinged-518	390	5	generative	generative	NOUN
impactinged-518	390	6	ai	ai	VERB
impactinged-518	390	7	prompt	prompt	ADJ
impactinged-518	390	8	protocol	protocol	NOUN
impactinged-518	390	9	to	to	PART
impactinged-518	390	10	enhance	enhance	VERB
impactinged-518	390	11	human	human	ADJ
impactinged-518	390	12	-	-	PUNCT
impactinged-518	390	13	ai	ai	NOUN
impactinged-518	390	14	knowledge	knowledge	NOUN
impactinged-518	390	15	co	co	NOUN
impactinged-518	390	16	-	-	NOUN
impactinged-518	390	17	construction	construction	NOUN
impactinged-518	390	18	.	.	PUNCT
impactinged-518	391	1	business	business	NOUN
impactinged-518	391	2	horizons	horizon	NOUN
impactinged-518	391	3	.	.	PUNCT
impactinged-518	392	1	siew	siew	PROPN
impactinged-518	392	2	,	,	PUNCT
impactinged-518	392	3	c.	c.	PROPN
impactinged-518	392	4	s.	s.	PROPN
impactinged-518	392	5	q.	q.	PROPN
impactinged-518	392	6	,	,	PUNCT
impactinged-518	392	7	mccartney	mccartney	PROPN
impactinged-518	392	8	,	,	PUNCT
impactinged-518	392	9	m.	m.	PROPN
impactinged-518	392	10	j.	j.	PROPN
impactinged-518	392	11	,	,	PUNCT
impactinged-518	392	12	&	&	CCONJ
impactinged-518	392	13	vitevitch	vitevitch	PROPN
impactinged-518	392	14	,	,	PUNCT
impactinged-518	392	15	m.	m.	NOUN
impactinged-518	392	16	s.	s.	PROPN
impactinged-518	392	17	(	(	PUNCT
impactinged-518	392	18	2019	2019	NUM
impactinged-518	392	19	)	)	PUNCT
impactinged-518	392	20	.	.	PUNCT
impactinged-518	393	1	using	use	VERB
impactinged-518	393	2	network	network	NOUN
impactinged-518	393	3	science	science	NOUN
impactinged-518	393	4	to	to	PART
impactinged-518	393	5	understand	understand	VERB
impactinged-518	393	6	statistics	statistic	NOUN
impactinged-518	393	7	anxiety	anxiety	NOUN
impactinged-518	393	8	among	among	ADP
impactinged-518	393	9	college	college	NOUN
impactinged-518	393	10	students	student	NOUN
impactinged-518	393	11	.	.	PUNCT
impactinged-518	394	1	scholarship	scholarship	NOUN
impactinged-518	394	2	of	of	ADP
impactinged-518	394	3	teaching	teaching	NOUN
impactinged-518	394	4	and	and	CCONJ
impactinged-518	394	5	learning	learn	VERB
impactinged-518	394	6	in	in	ADP
impactinged-518	394	7	psychology	psychology	NOUN
impactinged-518	394	8	,	,	PUNCT
impactinged-518	394	9	5(1	5(1	NUM
impactinged-518	394	10	)	)	PUNCT
impactinged-518	394	11	,	,	PUNCT
impactinged-518	394	12	75–89	75–89	NUM
impactinged-518	394	13	.	.	PUNCT
impactinged-518	395	1	https://doi.org/10.1037/st10000133	https://doi.org/10.1037/st10000133	PROPN
impactinged-518	395	2	slootmaeckers	slootmaecker	NOUN
impactinged-518	395	3	,	,	PUNCT
impactinged-518	395	4	k.	k.	PROPN
impactinged-518	395	5	,	,	PUNCT
impactinged-518	395	6	kerremans	kerremans	PROPN
impactinged-518	395	7	,	,	PUNCT
impactinged-518	395	8	b.	b.	PROPN
impactinged-518	395	9	,	,	PUNCT
impactinged-518	395	10	&	&	CCONJ
impactinged-518	395	11	adriaensen	adriaensen	PROPN
impactinged-518	395	12	,	,	PUNCT
impactinged-518	395	13	j.	j.	PROPN
impactinged-518	395	14	(	(	PUNCT
impactinged-518	395	15	2014	2014	NUM
impactinged-518	395	16	)	)	PUNCT
impactinged-518	395	17	.	.	PUNCT
impactinged-518	396	1	too	too	ADV
impactinged-518	396	2	afraid	afraid	ADJ
impactinged-518	396	3	to	to	PART
impactinged-518	396	4	learn	learn	VERB
impactinged-518	396	5	:	:	PUNCT
impactinged-518	396	6	attitudes	attitude	NOUN
impactinged-518	396	7	towards	towards	ADP
impactinged-518	396	8	statistics	statistic	NOUN
impactinged-518	396	9	as	as	ADP
impactinged-518	396	10	a	a	DET
impactinged-518	396	11	barrier	barrier	NOUN
impactinged-518	396	12	to	to	ADP
impactinged-518	396	13	learning	learn	VERB
impactinged-518	396	14	statistics	statistic	NOUN
impactinged-518	396	15	and	and	CCONJ
impactinged-518	396	16	to	to	ADP
impactinged-518	396	17	acquiring	acquire	VERB
impactinged-518	396	18	quantitative	quantitative	ADJ
impactinged-518	396	19	skills	skill	NOUN
impactinged-518	396	20	.	.	PUNCT
impactinged-518	397	1	politics	politic	NOUN
impactinged-518	397	2	,	,	PUNCT
impactinged-518	397	3	34(2	34(2	NUM
impactinged-518	397	4	)	)	PUNCT
impactinged-518	397	5	,	,	PUNCT
impactinged-518	397	6	191–200	191–200	NUM
impactinged-518	397	7	.	.	PUNCT
impactinged-518	397	8	song	song	PROPN
impactinged-518	397	9	,	,	PUNCT
impactinged-518	397	10	d.	d.	PROPN
impactinged-518	397	11	,	,	PUNCT
impactinged-518	397	12	&	&	CCONJ
impactinged-518	397	13	kim	kim	PROPN
impactinged-518	397	14	,	,	PUNCT
impactinged-518	397	15	d.	d.	PROPN
impactinged-518	397	16	(	(	PUNCT
impactinged-518	397	17	2021	2021	NUM
impactinged-518	397	18	)	)	PUNCT
impactinged-518	397	19	.	.	PUNCT
impactinged-518	398	1	effects	effect	NOUN
impactinged-518	398	2	of	of	ADP
impactinged-518	398	3	self	self	NOUN
impactinged-518	398	4	-	-	PUNCT
impactinged-518	398	5	regulation	regulation	NOUN
impactinged-518	398	6	scaffolding	scaffolding	NOUN
impactinged-518	398	7	on	on	ADP
impactinged-518	398	8	online	online	ADJ
impactinged-518	398	9	participation	participation	NOUN
impactinged-518	398	10	and	and	CCONJ
impactinged-518	398	11	learning	learn	VERB
impactinged-518	398	12	outcomes	outcome	NOUN
impactinged-518	398	13	.	.	PUNCT
impactinged-518	399	1	journal	journal	PROPN
impactinged-518	399	2	of	of	ADP
impactinged-518	399	3	research	research	NOUN
impactinged-518	399	4	on	on	ADP
impactinged-518	399	5	technology	technology	NOUN
impactinged-518	399	6	in	in	ADP
impactinged-518	399	7	education	education	NOUN
impactinged-518	399	8	,	,	PUNCT
impactinged-518	399	9	53(3	53(3	NUM
impactinged-518	399	10	)	)	PUNCT
impactinged-518	399	11	,	,	PUNCT
impactinged-518	399	12	249–263	249–263	NUM
impactinged-518	399	13	.	.	PUNCT
impactinged-518	400	1	https://doi.org/10.1080/15391523.2020.1767525	https://doi.org/10.1080/15391523.2020.1767525	NOUN
impactinged-518	400	2	stojanov	stojanov	PROPN
impactinged-518	400	3	,	,	PUNCT
impactinged-518	400	4	a.	a.	NOUN
impactinged-518	400	5	(	(	PUNCT
impactinged-518	400	6	2023	2023	NUM
impactinged-518	400	7	)	)	PUNCT
impactinged-518	400	8	.	.	PUNCT
impactinged-518	401	1	learning	learn	VERB
impactinged-518	401	2	with	with	ADP
impactinged-518	401	3	chatgpt	chatgpt	NOUN
impactinged-518	401	4	3.5	3.5	NUM
impactinged-518	401	5	as	as	ADP
impactinged-518	401	6	a	a	DET
impactinged-518	401	7	more	more	ADV
impactinged-518	401	8	knowledgeable	knowledgeable	ADJ
impactinged-518	401	9	other	other	ADJ
impactinged-518	401	10	:	:	PUNCT
impactinged-518	401	11	an	an	DET
impactinged-518	401	12	autoethnographic	autoethnographic	ADJ
impactinged-518	401	13	study	study	NOUN
impactinged-518	401	14	.	.	PUNCT
impactinged-518	402	1	international	international	ADJ
impactinged-518	402	2	journal	journal	NOUN
impactinged-518	402	3	of	of	ADP
impactinged-518	402	4	educational	educational	ADJ
impactinged-518	402	5	technology	technology	NOUN
impactinged-518	402	6	in	in	ADP
impactinged-518	402	7	higher	high	ADJ
impactinged-518	402	8	education	education	NOUN
impactinged-518	402	9	,	,	PUNCT
impactinged-518	402	10	20(1	20(1	NUM
impactinged-518	402	11	)	)	PUNCT
impactinged-518	402	12	,	,	PUNCT
impactinged-518	402	13	35	35	NUM
impactinged-518	402	14	.	.	X
impactinged-518	402	15	tang	tang	PROPN
impactinged-518	402	16	,	,	PUNCT
impactinged-518	402	17	k.-s	k.-s	PROPN
impactinged-518	402	18	.	.	PROPN
impactinged-518	402	19	,	,	PUNCT
impactinged-518	402	20	cooper	cooper	PROPN
impactinged-518	402	21	,	,	PUNCT
impactinged-518	402	22	g.	g.	PROPN
impactinged-518	402	23	,	,	PUNCT
impactinged-518	402	24	rappa	rappa	PROPN
impactinged-518	402	25	,	,	PUNCT
impactinged-518	402	26	n.	n.	PROPN
impactinged-518	402	27	,	,	PUNCT
impactinged-518	402	28	cooper	cooper	PROPN
impactinged-518	402	29	,	,	PUNCT
impactinged-518	402	30	m.	m.	NOUN
impactinged-518	402	31	,	,	PUNCT
impactinged-518	402	32	sims	sim	NOUN
impactinged-518	402	33	,	,	PUNCT
impactinged-518	402	34	c.	c.	PROPN
impactinged-518	402	35	,	,	PUNCT
impactinged-518	402	36	&	&	CCONJ
impactinged-518	402	37	nonis	nonis	PROPN
impactinged-518	402	38	,	,	PUNCT
impactinged-518	402	39	k.	k.	PROPN
impactinged-518	402	40	(	(	PUNCT
impactinged-518	402	41	2024	2024	NUM
impactinged-518	402	42	,	,	PUNCT
impactinged-518	402	43	march	march	PROPN
impactinged-518	402	44	8)	8)	NUM
impactinged-518	402	45	.	.	PUNCT
impactinged-518	403	1	a	a	DET
impactinged-518	403	2	dialogic	dialogic	ADJ
impactinged-518	403	3	approach	approach	NOUN
impactinged-518	403	4	to	to	PART
impactinged-518	403	5	transform	transform	VERB
impactinged-518	403	6	teaching	teaching	NOUN
impactinged-518	403	7	,	,	PUNCT
impactinged-518	403	8	learning	learning	NOUN
impactinged-518	403	9	&	&	CCONJ
impactinged-518	403	10	assessment	assessment	NOUN
impactinged-518	403	11	with	with	ADP
impactinged-518	403	12	generative	generative	ADJ
impactinged-518	403	13	ai	ai	VERB
impactinged-518	403	14	in	in	ADP
impactinged-518	403	15	secondary	secondary	ADJ
impactinged-518	403	16	education	education	NOUN
impactinged-518	403	17	.	.	PUNCT
impactinged-518	404	1	ssrn	ssrn	PROPN
impactinged-518	404	2	.	.	PUNCT
impactinged-518	405	1	http://dx.doi.org/10.2139/ssrn.4722537	http://dx.doi.org/10.2139/ssrn.4722537	NOUN
impactinged-518	405	2	tutkun	tutkun	NOUN
impactinged-518	405	3	,	,	PUNCT
impactinged-518	405	4	t.	t.	PROPN
impactinged-518	405	5	(	(	PUNCT
impactinged-518	405	6	2019	2019	NUM
impactinged-518	405	7	)	)	PUNCT
impactinged-518	405	8	.	.	PUNCT
impactinged-518	406	1	statistics	statistic	NOUN
impactinged-518	406	2	anxiety	anxiety	NOUN
impactinged-518	406	3	of	of	ADP
impactinged-518	406	4	graduate	graduate	ADJ
impactinged-518	406	5	students	student	NOUN
impactinged-518	406	6	.	.	PUNCT
impactinged-518	407	1	international	international	ADJ
impactinged-518	407	2	journal	journal	PROPN
impactinged-518	407	3	of	of	ADP
impactinged-518	407	4	progressive	progressive	ADJ
impactinged-518	407	5	education	education	NOUN
impactinged-518	407	6	,	,	PUNCT
impactinged-518	407	7	15(5	15(5	NUM
impactinged-518	407	8	)	)	PUNCT
impactinged-518	407	9	,	,	PUNCT
impactinged-518	407	10	32–41	32–41	X
impactinged-518	407	11	.	.	PUNCT
impactinged-518	407	12	https://doi.org/	https://doi.org/	NOUN
impactinged-518	407	13	10.29329	10.29329	NUM
impactinged-518	407	14	/	/	SYM
impactinged-518	407	15	ijpe.2019.212.3	ijpe.2019.212.3	NOUN
impactinged-518	407	16	vygotsky	vygotsky	NOUN
impactinged-518	407	17	,	,	PUNCT
impactinged-518	407	18	l.	l.	PROPN
impactinged-518	407	19	s.	s.	PROPN
impactinged-518	407	20	(	(	PUNCT
impactinged-518	407	21	1978	1978	NUM
impactinged-518	407	22	)	)	PUNCT
impactinged-518	407	23	.	.	PUNCT
impactinged-518	408	1	mind	mind	NOUN
impactinged-518	408	2	in	in	ADP
impactinged-518	408	3	society	society	NOUN
impactinged-518	408	4	:	:	PUNCT
impactinged-518	408	5	the	the	DET
impactinged-518	408	6	development	development	NOUN
impactinged-518	408	7	of	of	ADP
impactinged-518	408	8	higher	high	ADJ
impactinged-518	408	9	mental	mental	ADJ
impactinged-518	408	10	processes	process	NOUN
impactinged-518	408	11	.	.	PUNCT
impactinged-518	409	1	harvard	harvard	PROPN
impactinged-518	409	2	university	university	PROPN
impactinged-518	409	3	press	press	NOUN
impactinged-518	409	4	.	.	PUNCT
impactinged-518	410	1	wang	wang	PROPN
impactinged-518	410	2	,	,	PUNCT
impactinged-518	410	3	x.	x.	PROPN
impactinged-518	410	4	,	,	PUNCT
impactinged-518	410	5	&	&	CCONJ
impactinged-518	410	6	yin	yin	PROPN
impactinged-518	410	7	,	,	PUNCT
impactinged-518	410	8	m.	m.	NOUN
impactinged-518	410	9	(	(	PUNCT
impactinged-518	410	10	2021	2021	NUM
impactinged-518	410	11	,	,	PUNCT
impactinged-518	410	12	april	april	PROPN
impactinged-518	410	13	)	)	PUNCT
impactinged-518	410	14	.	.	PUNCT
impactinged-518	410	15	are	be	AUX
impactinged-518	410	16	explanations	explanation	NOUN
impactinged-518	410	17	helpful	helpful	ADJ
impactinged-518	410	18	?	?	PUNCT
impactinged-518	411	1	a	a	DET
impactinged-518	411	2	comparative	comparative	ADJ
impactinged-518	411	3	study	study	NOUN
impactinged-518	411	4	of	of	ADP
impactinged-518	411	5	the	the	DET
impactinged-518	411	6	effects	effect	NOUN
impactinged-518	411	7	of	of	ADP
impactinged-518	411	8	explanations	explanation	NOUN
impactinged-518	411	9	in	in	ADP
impactinged-518	411	10	ai	ai	ADJ
impactinged-518	411	11	-	-	PUNCT
impactinged-518	411	12	assisted	assist	VERB
impactinged-518	411	13	decision	decision	NOUN
impactinged-518	411	14	-	-	PUNCT
impactinged-518	411	15	making	making	NOUN
impactinged-518	411	16	.	.	PUNCT
impactinged-518	412	1	in	in	ADP
impactinged-518	412	2	proceedings	proceeding	NOUN
impactinged-518	412	3	of	of	ADP
impactinged-518	412	4	the	the	DET
impactinged-518	412	5	26th	26th	ADJ
impactinged-518	412	6	international	international	ADJ
impactinged-518	412	7	conference	conference	NOUN
impactinged-518	412	8	on	on	ADP
impactinged-518	412	9	intelligent	intelligent	ADJ
impactinged-518	412	10	user	user	NOUN
impactinged-518	412	11	interfaces	interface	NOUN
impactinged-518	412	12	(	(	PUNCT
impactinged-518	412	13	pp	pp	ADJ
impactinged-518	412	14	.	.	PUNCT
impactinged-518	413	1	318–328	318–328	NUM
impactinged-518	413	2	)	)	PUNCT
impactinged-518	413	3	.	.	PUNCT
impactinged-518	414	1	wu	wu	PROPN
impactinged-518	414	2	,	,	PUNCT
impactinged-518	414	3	r.	r.	PROPN
impactinged-518	414	4	,	,	PUNCT
impactinged-518	414	5	chen	chen	PROPN
impactinged-518	414	6	,	,	PUNCT
impactinged-518	414	7	j.	j.	PROPN
impactinged-518	414	8	,	,	PUNCT
impactinged-518	414	9	li	li	PROPN
impactinged-518	414	10	,	,	PUNCT
impactinged-518	414	11	q.	q.	PROPN
impactinged-518	414	12	,	,	PUNCT
impactinged-518	414	13	&	&	CCONJ
impactinged-518	414	14	zhou	zhou	PROPN
impactinged-518	414	15	,	,	PUNCT
impactinged-518	414	16	h.	h.	PROPN
impactinged-518	414	17	(	(	PUNCT
impactinged-518	414	18	2022	2022	NUM
impactinged-518	414	19	)	)	PUNCT
impactinged-518	414	20	.	.	PUNCT
impactinged-518	415	1	reducing	reduce	VERB
impactinged-518	415	2	the	the	DET
impactinged-518	415	3	influence	influence	NOUN
impactinged-518	415	4	of	of	ADP
impactinged-518	415	5	perfectionism	perfectionism	NOUN
impactinged-518	415	6	and	and	CCONJ
impactinged-518	415	7	statistics	statistic	NOUN
impactinged-518	415	8	anxiety	anxiety	NOUN
impactinged-518	415	9	on	on	ADP
impactinged-518	415	10	college	college	NOUN
impactinged-518	415	11	student	student	NOUN
impactinged-518	415	12	performance	performance	NOUN
impactinged-518	415	13	in	in	ADP
impactinged-518	415	14	statistics	statistic	NOUN
impactinged-518	415	15	courses	course	NOUN
impactinged-518	415	16	.	.	PUNCT
impactinged-518	416	1	frontiers	frontier	NOUN
impactinged-518	416	2	in	in	ADP
impactinged-518	416	3	psychology	psychology	NOUN
impactinged-518	416	4	,	,	PUNCT
impactinged-518	416	5	13	13	NUM
impactinged-518	416	6	,	,	PUNCT
impactinged-518	416	7	https://doi.org/10.3389/fpsyg.2022.1011278	https://doi.org/10.3389/fpsyg.2022.1011278	PROPN
impactinged-518	416	8	.	.	PUNCT
impactinged-518	416	9	zamfirescu	zamfirescu	PROPN
impactinged-518	416	10	-	-	PUNCT
impactinged-518	416	11	pereira	pereira	PROPN
impactinged-518	416	12	,	,	PUNCT
impactinged-518	416	13	j.	j.	PROPN
impactinged-518	416	14	d.	d.	PROPN
impactinged-518	416	15	,	,	PUNCT
impactinged-518	416	16	wong	wong	PROPN
impactinged-518	416	17	,	,	PUNCT
impactinged-518	416	18	r.	r.	PROPN
impactinged-518	416	19	y.	y.	PROPN
impactinged-518	416	20	,	,	PUNCT
impactinged-518	416	21	hartmann	hartmann	PROPN
impactinged-518	416	22	,	,	PUNCT
impactinged-518	416	23	b.	b.	PROPN
impactinged-518	416	24	,	,	PUNCT
impactinged-518	416	25	&	&	CCONJ
impactinged-518	416	26	yang	yang	PROPN
impactinged-518	416	27	,	,	PUNCT
impactinged-518	416	28	q.	q.	PROPN
impactinged-518	416	29	(	(	PUNCT
impactinged-518	416	30	2023	2023	NUM
impactinged-518	416	31	,	,	PUNCT
impactinged-518	416	32	april	april	PROPN
impactinged-518	416	33	)	)	PUNCT
impactinged-518	416	34	.	.	PUNCT
impactinged-518	417	1	why	why	SCONJ
impactinged-518	417	2	johnny	johnny	PROPN
impactinged-518	417	3	ca	can	AUX
impactinged-518	417	4	n’t	not	PART
impactinged-518	417	5	prompt	prompt	VERB
impactinged-518	417	6	:	:	PUNCT
impactinged-518	417	7	how	how	SCONJ
impactinged-518	417	8	non	non	ADJ
impactinged-518	417	9	-	-	ADJ
impactinged-518	417	10	ai	ai	ADJ
impactinged-518	417	11	experts	expert	NOUN
impactinged-518	417	12	try	try	VERB
impactinged-518	417	13	(	(	PUNCT
impactinged-518	417	14	and	and	CCONJ
impactinged-518	417	15	fail	fail	VERB
impactinged-518	417	16	)	)	PUNCT
impactinged-518	417	17	to	to	PART
impactinged-518	417	18	design	design	VERB
impactinged-518	417	19	llm	llm	NOUN
impactinged-518	417	20	prompts	prompt	NOUN
impactinged-518	417	21	.	.	PUNCT
impactinged-518	418	1	in	in	ADP
impactinged-518	418	2	proceedings	proceeding	NOUN
impactinged-518	418	3	of	of	ADP
impactinged-518	418	4	the	the	DET
impactinged-518	418	5	2023	2023	NUM
impactinged-518	418	6	chi	chi	NOUN
impactinged-518	418	7	conference	conference	NOUN
impactinged-518	418	8	on	on	ADP
impactinged-518	418	9	human	human	ADJ
impactinged-518	418	10	factors	factor	NOUN
impactinged-518	418	11	in	in	ADP
impactinged-518	418	12	computing	computing	NOUN
impactinged-518	418	13	systems	system	NOUN
impactinged-518	418	14	(	(	PUNCT
impactinged-518	418	15	pp	pp	ADJ
impactinged-518	418	16	.	.	PUNCT
impactinged-518	418	17	1	1	NUM
impactinged-518	418	18	-	-	SYM
impactinged-518	418	19	21	21	NUM
impactinged-518	418	20	)	)	PUNCT
impactinged-518	418	21	.	.	PUNCT
impactinged-518	419	1	zeidner	zeidner	NOUN
impactinged-518	419	2	,	,	PUNCT
impactinged-518	419	3	m.	m.	NOUN
impactinged-518	419	4	(	(	PUNCT
impactinged-518	419	5	1991	1991	NUM
impactinged-518	419	6	)	)	PUNCT
impactinged-518	419	7	.	.	PUNCT
impactinged-518	420	1	statistics	statistic	NOUN
impactinged-518	420	2	and	and	CCONJ
impactinged-518	420	3	mathematics	mathematic	NOUN
impactinged-518	420	4	anxiety	anxiety	NOUN
impactinged-518	420	5	in	in	ADP
impactinged-518	420	6	social	social	ADJ
impactinged-518	420	7	science	science	NOUN
impactinged-518	420	8	students	student	NOUN
impactinged-518	420	9	:	:	PUNCT
impactinged-518	420	10	some	some	DET
impactinged-518	420	11	interesting	interesting	ADJ
impactinged-518	420	12	parallels	parallel	NOUN
impactinged-518	420	13	.	.	PUNCT
impactinged-518	421	1	british	british	ADJ
impactinged-518	421	2	journal	journal	PROPN
impactinged-518	421	3	of	of	ADP
impactinged-518	421	4	educational	educational	ADJ
impactinged-518	421	5	psychology	psychology	NOUN
impactinged-518	421	6	,	,	PUNCT
impactinged-518	421	7	61	61	NUM
impactinged-518	421	8	,	,	PUNCT
impactinged-518	421	9	319–328	319–328	NUM
impactinged-518	421	10	.	.	PUNCT
impactinged-518	422	1	https://doi.org/10.1111/j.20448279.1991.tb00989.x	https://doi.org/10.1111/j.20448279.1991.tb00989.x	PROPN
impactinged-518	422	2	zimmerman	zimmerman	PROPN
impactinged-518	422	3	,	,	PUNCT
impactinged-518	422	4	b.	b.	PROPN
impactinged-518	422	5	j.	j.	PROPN
impactinged-518	422	6	(	(	PUNCT
impactinged-518	422	7	2008	2008	NUM
impactinged-518	422	8	)	)	PUNCT
impactinged-518	422	9	.	.	PUNCT
impactinged-518	423	1	investigating	investigate	VERB
impactinged-518	423	2	self	self	NOUN
impactinged-518	423	3	-	-	PUNCT
impactinged-518	423	4	regulation	regulation	NOUN
impactinged-518	423	5	and	and	CCONJ
impactinged-518	423	6	motivation	motivation	NOUN
impactinged-518	423	7	:	:	PUNCT
impactinged-518	423	8	historical	historical	ADJ
impactinged-518	423	9	background	background	NOUN
impactinged-518	423	10	,	,	PUNCT
impactinged-518	423	11	methodological	methodological	ADJ
impactinged-518	423	12	developments	development	NOUN
impactinged-518	423	13	,	,	PUNCT
impactinged-518	423	14	and	and	CCONJ
impactinged-518	423	15	future	future	ADJ
impactinged-518	423	16	prospects	prospect	NOUN
impactinged-518	423	17	.	.	PUNCT
impactinged-518	424	1	american	american	ADJ
impactinged-518	424	2	educational	educational	ADJ
impactinged-518	424	3	research	research	PROPN
impactinged-518	424	4	journal	journal	NOUN
impactinged-518	424	5	,	,	PUNCT
impactinged-518	424	6	45	45	NUM
impactinged-518	424	7	,	,	PUNCT
impactinged-518	424	8	166–183	166–183	NUM
impactinged-518	424	9	.	.	PUNCT
impactinged-518	425	1	https://doi.org/10.1016/s0191-8869(98)00214-1	https://doi.org/10.1016/s0191-8869(98)00214-1	VERB
impactinged-518	425	2	https://doi.org/10.1037/st10000133	https://doi.org/10.1037/st10000133	PROPN
impactinged-518	425	3	https://doi.org/10.1080/15391523.2020.1767525	https://doi.org/10.1080/15391523.2020.1767525	PUNCT
impactinged-518	426	1	https://dx.doi.org/10.2139/ssrn.4722537	https://dx.doi.org/10.2139/ssrn.4722537	INTJ
impactinged-518	427	1	https://doi.org/10.3389/fpsyg.2022.1011278	https://doi.org/10.3389/fpsyg.2022.1011278	PROPN
impactinged-518	427	2	https://doi.org/10.1111/j.2044-8279.1991.tb00989.x	https://doi.org/10.1111/j.2044-8279.1991.tb00989.x	PROPN
impactinged-518	427	3	https://doi.org/10.1111/j.2044-8279.1991.tb00989.x	https://doi.org/10.1111/j.2044-8279.1991.tb00989.x	PROPN
impactinged-518	427	4	christine	christine	PROPN
impactinged-518	427	5	eith	eith	PROPN
impactinged-518	427	6	johns	johns	PROPN
impactinged-518	427	7	hopkins	hopkins	PROPN
impactinged-518	427	8	university	university	PROPN
impactinged-518	427	9	denise	denise	PROPN
impactinged-518	427	10	zawada	zawada	PROPN
impactinged-518	427	11	university	university	PROPN
impactinged-518	427	12	of	of	ADP
impactinged-518	427	13	new	new	PROPN
impactinged-518	427	14	mexico	mexico	PROPN
impactinged-518	427	15	framework	framework	NOUN
impactinged-518	427	16	for	for	ADP
impactinged-518	427	17	generative	generative	ADJ
impactinged-518	427	18	ai	ai	VERB
impactinged-518	427	19	in	in	ADP
impactinged-518	427	20	research	research	NOUN
impactinged-518	427	21	methods	method	NOUN
impactinged-518	427	22	and	and	CCONJ
impactinged-518	427	23	statistical	statistical	ADJ
impactinged-518	427	24	analysis	analysis	NOUN
impactinged-518	427	25	preparation	preparation	NOUN
impactinged-518	427	26	review	review	NOUN
impactinged-518	427	27	of	of	ADP
impactinged-518	427	28	the	the	DET
impactinged-518	427	29	literature	literature	NOUN
impactinged-518	427	30	research	research	NOUN
impactinged-518	427	31	preparation	preparation	NOUN
impactinged-518	427	32	and	and	CCONJ
impactinged-518	427	33	the	the	DET
impactinged-518	427	34	doctor	doctor	NOUN
impactinged-518	427	35	of	of	ADP
impactinged-518	427	36	education	education	NOUN
impactinged-518	427	37	statistics	statistic	NOUN
impactinged-518	427	38	anxiety	anxiety	NOUN
impactinged-518	427	39	generative	generative	ADJ
impactinged-518	427	40	ai	ai	VERB
impactinged-518	427	41	as	as	ADP
impactinged-518	427	42	a	a	DET
impactinged-518	427	43	scaffold	scaffold	NOUN
impactinged-518	427	44	theoretical	theoretical	ADJ
impactinged-518	427	45	grounding	ground	VERB
impactinged-518	427	46	a	a	DET
impactinged-518	427	47	framework	framework	NOUN
impactinged-518	427	48	for	for	ADP
impactinged-518	427	49	faculty	faculty	NOUN
impactinged-518	427	50	facilitation	facilitation	NOUN
impactinged-518	427	51	of	of	ADP
impactinged-518	427	52	generative	generative	NOUN
impactinged-518	427	53	ai	ai	VERB
impactinged-518	427	54	in	in	ADP
impactinged-518	427	55	statistical	statistical	ADJ
impactinged-518	427	56	training	training	NOUN
impactinged-518	427	57	in	in	ADP
impactinged-518	427	58	doctor	doctor	NOUN
impactinged-518	427	59	of	of	ADP
impactinged-518	427	60	education	education	NOUN
impactinged-518	427	61	programs	program	NOUN
impactinged-518	427	62	faculty	faculty	NOUN
impactinged-518	427	63	member	member	NOUN
impactinged-518	427	64	facilitation	facilitation	NOUN
impactinged-518	427	65	of	of	ADP
impactinged-518	427	66	effective	effective	ADJ
impactinged-518	427	67	generative	generative	NOUN
impactinged-518	427	68	ai	ai	PROPN
impactinged-518	427	69	dialogue	dialogue	NOUN
impactinged-518	427	70	faculty	faculty	NOUN
impactinged-518	427	71	member	member	NOUN
impactinged-518	427	72	facilitation	facilitation	NOUN
impactinged-518	427	73	in	in	ADP
impactinged-518	427	74	constructing	construct	VERB
impactinged-518	427	75	learning	learn	VERB
impactinged-518	427	76	generative	generative	NOUN
impactinged-518	427	77	ai	ai	VERB
impactinged-518	427	78	as	as	ADP
impactinged-518	427	79	a	a	DET
impactinged-518	427	80	bridge	bridge	NOUN
impactinged-518	427	81	to	to	ADP
impactinged-518	427	82	learning	learn	VERB
impactinged-518	427	83	creating	create	VERB
impactinged-518	427	84	dialogic	dialogic	ADJ
impactinged-518	427	85	scaffolds	scaffold	NOUN
impactinged-518	427	86	bridging	bridge	VERB
impactinged-518	427	87	the	the	DET
impactinged-518	427	88	learning	learning	NOUN
impactinged-518	427	89	gap	gap	NOUN
impactinged-518	427	90	for	for	ADP
impactinged-518	427	91	using	use	VERB
impactinged-518	427	92	statistical	statistical	ADJ
impactinged-518	427	93	software	software	NOUN
impactinged-518	427	94	step	step	NOUN
impactinged-518	427	95	1	1	NUM
impactinged-518	427	96	—	—	PUNCT
impactinged-518	427	97	study	study	NOUN
impactinged-518	427	98	purpose	purpose	NOUN
impactinged-518	427	99	and	and	CCONJ
impactinged-518	427	100	research	research	NOUN
impactinged-518	427	101	questions	question	NOUN
impactinged-518	427	102	.	.	PUNCT
impactinged-518	428	1	step	step	NOUN
impactinged-518	428	2	2	2	NUM
impactinged-518	428	3	—	—	PUNCT
impactinged-518	428	4	identify	identify	VERB
impactinged-518	428	5	a	a	DET
impactinged-518	428	6	data	data	NOUN
impactinged-518	428	7	analysis	analysis	NOUN
impactinged-518	428	8	procedure	procedure	NOUN
impactinged-518	428	9	.	.	PUNCT
impactinged-518	429	1	step	step	NOUN
impactinged-518	429	2	3	3	NUM
impactinged-518	429	3	—	—	PUNCT
impactinged-518	429	4	check	check	VERB
impactinged-518	429	5	the	the	DET
impactinged-518	429	6	assumptions	assumption	NOUN
impactinged-518	429	7	of	of	ADP
impactinged-518	429	8	the	the	DET
impactinged-518	429	9	statistical	statistical	ADJ
impactinged-518	429	10	tests	test	NOUN
impactinged-518	429	11	.	.	PUNCT
impactinged-518	430	1	step	step	NOUN
impactinged-518	430	2	4	4	NUM
impactinged-518	430	3	—	—	PUNCT
impactinged-518	430	4	procedure	procedure	NOUN
impactinged-518	430	5	to	to	PART
impactinged-518	430	6	run	run	VERB
impactinged-518	430	7	the	the	DET
impactinged-518	430	8	analysis	analysis	NOUN
impactinged-518	430	9	.	.	PUNCT
impactinged-518	431	1	conclusion	conclusion	NOUN
impactinged-518	431	2	references	reference	NOUN