id	sid	tid	token	lemma	pos
cet-15671	1	1	doi	doi	NOUN
cet-15671	1	2	:	:	PUNCT
cet-15671	1	3	10.3303	10.3303	NUM
cet-15671	1	4	/	/	SYM
cet-15671	1	5	cet25120046	cet25120046	ADJ
cet-15671	1	6	paper	paper	NOUN
cet-15671	1	7	received	receive	VERB
cet-15671	1	8	:	:	PUNCT
cet-15671	1	9	16	16	NUM
cet-15671	1	10	june	june	PROPN
cet-15671	1	11	2025	2025	NUM
cet-15671	1	12	;	;	PUNCT
cet-15671	1	13	revised	revise	VERB
cet-15671	1	14	:	:	PUNCT
cet-15671	1	15	29	29	NUM
cet-15671	1	16	august	august	PROPN
cet-15671	1	17	2025	2025	NUM
cet-15671	1	18	;	;	PUNCT
cet-15671	1	19	accepted	accept	VERB
cet-15671	1	20	:	:	PUNCT
cet-15671	1	21	4	4	NUM
cet-15671	1	22	october	october	NOUN
cet-15671	1	23	2025	2025	NUM
cet-15671	1	24	please	please	INTJ
cet-15671	1	25	cite	cite	VERB
cet-15671	1	26	this	this	DET
cet-15671	1	27	article	article	NOUN
cet-15671	1	28	as	as	ADP
cet-15671	1	29	:	:	PUNCT
cet-15671	1	30	zhou	zhou	PROPN
cet-15671	1	31	y.	y.	PROPN
cet-15671	1	32	,	,	PUNCT
cet-15671	1	33	bu	bu	PROPN
cet-15671	1	34	w.	w.	PROPN
cet-15671	1	35	,	,	PUNCT
cet-15671	1	36	ngan	ngan	PROPN
cet-15671	1	37	s.l	s.l	PROPN
cet-15671	1	38	.	.	PROPN
cet-15671	1	39	,	,	PUNCT
cet-15671	1	40	zhao	zhao	PROPN
cet-15671	1	41	d.	d.	PROPN
cet-15671	1	42	,	,	PUNCT
cet-15671	1	43	2025	2025	NUM
cet-15671	1	44	,	,	PUNCT
cet-15671	1	45	harnessing	harness	VERB
cet-15671	1	46	ai	ai	VERB
cet-15671	1	47	for	for	ADP
cet-15671	1	48	sustainability	sustainability	NOUN
cet-15671	1	49	:	:	PUNCT
cet-15671	1	50	evidence	evidence	NOUN
cet-15671	1	51	on	on	ADP
cet-15671	1	52	energy	energy	NOUN
cet-15671	1	53	efficiency	efficiency	NOUN
cet-15671	1	54	and	and	CCONJ
cet-15671	1	55	green	green	ADJ
cet-15671	1	56	innovation	innovation	NOUN
cet-15671	1	57	,	,	PUNCT
cet-15671	1	58	chemical	chemical	NOUN
cet-15671	1	59	engineering	engineering	NOUN
cet-15671	1	60	transactions	transaction	NOUN
cet-15671	1	61	,	,	PUNCT
cet-15671	1	62	120	120	NUM
cet-15671	1	63	,	,	PUNCT
cet-15671	1	64	271	271	NUM
cet-15671	1	65	-	-	SYM
cet-15671	1	66	276	276	NUM
cet-15671	1	67	doi:10.3303	doi:10.3303	NOUN
cet-15671	1	68	/	/	SYM
cet-15671	1	69	cet25120046	cet25120046	NOUN
cet-15671	1	70	chemical	chemical	PROPN
cet-15671	1	71	engineering	engineering	NOUN
cet-15671	1	72	transactions	transaction	NOUN
cet-15671	1	73	vol	vol	NOUN
cet-15671	1	74	.	.	PUNCT
cet-15671	2	1	120	120	NUM
cet-15671	2	2	,	,	PUNCT
cet-15671	2	3	2025	2025	NUM
cet-15671	2	4	a	a	DET
cet-15671	2	5	publication	publication	NOUN
cet-15671	2	6	of	of	ADP
cet-15671	2	7	the	the	DET
cet-15671	2	8	italian	italian	ADJ
cet-15671	2	9	association	association	NOUN
cet-15671	2	10	of	of	ADP
cet-15671	2	11	chemical	chemical	PROPN
cet-15671	2	12	engineering	engineering	NOUN
cet-15671	2	13	online	online	ADV
cet-15671	2	14	at	at	ADP
cet-15671	2	15	www.cetjournal.it	www.cetjournal.it	PROPN
cet-15671	2	16	guest	guest	NOUN
cet-15671	2	17	editors	editor	NOUN
cet-15671	2	18	:	:	PUNCT
cet-15671	2	19	bing	bing	NOUN
cet-15671	2	20	shen	shen	NOUN
cet-15671	3	1	how	how	SCONJ
cet-15671	3	2	,	,	PUNCT
cet-15671	3	3	viknesh	viknesh	ADJ
cet-15671	3	4	andiappan	andiappan	NOUN
cet-15671	3	5	,	,	PUNCT
cet-15671	3	6	denny	denny	PROPN
cet-15671	3	7	k.s	k.s	PROPN
cet-15671	3	8	.	.	PROPN
cet-15671	3	9	ng	ng	PROPN
cet-15671	3	10	,	,	PUNCT
cet-15671	3	11	hon	hon	PROPN
cet-15671	3	12	loong	loong	PROPN
cet-15671	3	13	lam	lam	PROPN
cet-15671	3	14	,	,	PUNCT
cet-15671	3	15	petar	petar	PROPN
cet-15671	3	16	s.	s.	PROPN
cet-15671	3	17	varbanov	varbanov	PROPN
cet-15671	3	18	copyright	copyright	NOUN
cet-15671	3	19	©	©	PROPN
cet-15671	3	20	2025	2025	NUM
cet-15671	3	21	,	,	PUNCT
cet-15671	3	22	aidic	aidic	ADJ
cet-15671	3	23	servizi	servizi	PROPN
cet-15671	3	24	s.r.l	s.r.l	NOUN
cet-15671	3	25	.	.	PUNCT
cet-15671	4	1	isbn	isbn	PROPN
cet-15671	4	2	979	979	NUM
cet-15671	4	3	-	-	SYM
cet-15671	4	4	12	12	NUM
cet-15671	4	5	-	-	PUNCT
cet-15671	4	6	81206	81206	NUM
cet-15671	4	7	-	-	PUNCT
cet-15671	4	8	21	21	NUM
cet-15671	4	9	-	-	SYM
cet-15671	4	10	2	2	NUM
cet-15671	4	11	;	;	PUNCT
cet-15671	4	12	issn	issn	PROPN
cet-15671	4	13	2283	2283	NUM
cet-15671	4	14	-	-	SYM
cet-15671	4	15	9216	9216	NUM
cet-15671	4	16	harnessing	harnessing	NOUN
cet-15671	4	17	ai	ai	VERB
cet-15671	4	18	for	for	ADP
cet-15671	4	19	sustainability	sustainability	NOUN
cet-15671	4	20	:	:	PUNCT
cet-15671	4	21	evidence	evidence	NOUN
cet-15671	4	22	on	on	ADP
cet-15671	4	23	energy	energy	NOUN
cet-15671	4	24	efficiency	efficiency	NOUN
cet-15671	4	25	and	and	CCONJ
cet-15671	4	26	green	green	ADJ
cet-15671	4	27	innovation	innovation	PROPN
cet-15671	4	28	yong	yong	PROPN
cet-15671	4	29	zhoua	zhoua	PROPN
cet-15671	4	30	,	,	PUNCT
cet-15671	4	31	wei	wei	PROPN
cet-15671	4	32	bua	bua	PROPN
cet-15671	4	33	,	,	PUNCT
cet-15671	4	34	*	*	PRON
cet-15671	4	35	,	,	PUNCT
cet-15671	4	36	sue	sue	PROPN
cet-15671	4	37	lin	lin	PROPN
cet-15671	4	38	nganb	nganb	PROPN
cet-15671	4	39	,	,	PUNCT
cet-15671	4	40	donghui	donghui	PROPN
cet-15671	4	41	zhaoc	zhaoc	PROPN
cet-15671	4	42	aschool	aschool	PROPN
cet-15671	4	43	of	of	ADP
cet-15671	4	44	economics	economic	NOUN
cet-15671	4	45	and	and	CCONJ
cet-15671	4	46	management	management	NOUN
cet-15671	4	47	,	,	PUNCT
cet-15671	4	48	beijing	beijing	PROPN
cet-15671	4	49	jiaotong	jiaotong	PROPN
cet-15671	4	50	university	university	PROPN
cet-15671	4	51	,	,	PUNCT
cet-15671	4	52	haidian	haidian	PROPN
cet-15671	4	53	district	district	PROPN
cet-15671	4	54	,	,	PUNCT
cet-15671	4	55	beijing	beijing	PROPN
cet-15671	4	56	100044,china	100044,china	NUM
cet-15671	4	57	bthe	bthe	DET
cet-15671	4	58	university	university	PROPN
cet-15671	4	59	of	of	ADP
cet-15671	4	60	tokyo	tokyo	PROPN
cet-15671	4	61	,	,	PUNCT
cet-15671	4	62	organization	organization	NOUN
cet-15671	4	63	for	for	ADP
cet-15671	4	64	programs	program	NOUN
cet-15671	4	65	on	on	ADP
cet-15671	4	66	environmental	environmental	ADJ
cet-15671	4	67	sciences	science	NOUN
cet-15671	4	68	,	,	PUNCT
cet-15671	4	69	graduate	graduate	NOUN
cet-15671	4	70	school	school	NOUN
cet-15671	4	71	of	of	ADP
cet-15671	4	72	arts	art	NOUN
cet-15671	4	73	and	and	CCONJ
cet-15671	4	74	sciences	science	NOUN
cet-15671	4	75	,	,	PUNCT
cet-15671	4	76	38	38	NUM
cet-15671	4	77	-	-	SYM
cet-15671	4	78	1	1	NUM
cet-15671	4	79	komaba	komaba	NOUN
cet-15671	4	80	,	,	PUNCT
cet-15671	4	81	meguro	meguro	NOUN
cet-15671	4	82	-	-	PUNCT
cet-15671	4	83	ku	ku	PROPN
cet-15671	4	84	,	,	PUNCT
cet-15671	4	85	tokyo	tokyo	PROPN
cet-15671	4	86	153	153	NUM
cet-15671	4	87	-	-	SYM
cet-15671	4	88	8902	8902	NUM
cet-15671	4	89	,	,	PUNCT
cet-15671	4	90	japan	japan	PROPN
cet-15671	4	91	cukm	cukm	PROPN
cet-15671	4	92	-	-	PUNCT
cet-15671	4	93	graduate	graduate	NOUN
cet-15671	4	94	school	school	NOUN
cet-15671	4	95	of	of	ADP
cet-15671	4	96	business	business	NOUN
cet-15671	4	97	,	,	PUNCT
cet-15671	4	98	universiti	universiti	PROPN
cet-15671	4	99	kebangsaan	kebangsaan	PROPN
cet-15671	4	100	malaysia	malaysia	PROPN
cet-15671	4	101	,	,	PUNCT
cet-15671	4	102	43600	43600	NUM
cet-15671	4	103	ukm	ukm	PROPN
cet-15671	4	104	bangi	bangi	PROPN
cet-15671	4	105	,	,	PUNCT
cet-15671	4	106	selangor	selangor	PROPN
cet-15671	4	107	malaysia	malaysia	PROPN
cet-15671	4	108	bwei@bjtu.edu	bwei@bjtu.edu	PROPN
cet-15671	4	109	.	.	PUNCT
cet-15671	5	1	despite	despite	SCONJ
cet-15671	5	2	the	the	DET
cet-15671	5	3	growing	grow	VERB
cet-15671	5	4	enthusiasm	enthusiasm	NOUN
cet-15671	5	5	for	for	ADP
cet-15671	5	6	artificial	artificial	ADJ
cet-15671	5	7	intelligence	intelligence	NOUN
cet-15671	5	8	(	(	PUNCT
cet-15671	5	9	ai	ai	NOUN
cet-15671	5	10	)	)	PUNCT
cet-15671	5	11	as	as	ADP
cet-15671	5	12	a	a	DET
cet-15671	5	13	sustainability	sustainability	NOUN
cet-15671	5	14	enabler	enabler	NOUN
cet-15671	5	15	,	,	PUNCT
cet-15671	5	16	empirical	empirical	ADJ
cet-15671	5	17	evidence	evidence	NOUN
cet-15671	5	18	on	on	ADP
cet-15671	5	19	its	its	PRON
cet-15671	5	20	real	real	ADJ
cet-15671	5	21	-	-	PUNCT
cet-15671	5	22	world	world	NOUN
cet-15671	5	23	environmental	environmental	ADJ
cet-15671	5	24	benefits	benefit	NOUN
cet-15671	5	25	,	,	PUNCT
cet-15671	5	26	particularly	particularly	ADV
cet-15671	5	27	in	in	ADP
cet-15671	5	28	emerging	emerge	VERB
cet-15671	5	29	markets	market	NOUN
cet-15671	5	30	,	,	PUNCT
cet-15671	5	31	remains	remain	VERB
cet-15671	5	32	limited	limited	ADJ
cet-15671	5	33	and	and	CCONJ
cet-15671	5	34	fragmented	fragmented	ADJ
cet-15671	5	35	.	.	PUNCT
cet-15671	6	1	in	in	ADP
cet-15671	6	2	particular	particular	ADJ
cet-15671	6	3	,	,	PUNCT
cet-15671	6	4	how	how	SCONJ
cet-15671	6	5	ai	ai	AUX
cet-15671	6	6	adoption	adoption	NOUN
cet-15671	6	7	affects	affect	VERB
cet-15671	6	8	firm	firm	ADJ
cet-15671	6	9	-	-	PUNCT
cet-15671	6	10	level	level	NOUN
cet-15671	6	11	energy	energy	NOUN
cet-15671	6	12	consumption	consumption	NOUN
cet-15671	6	13	,	,	PUNCT
cet-15671	6	14	and	and	CCONJ
cet-15671	6	15	through	through	ADP
cet-15671	6	16	which	which	PRON
cet-15671	6	17	mechanisms	mechanism	NOUN
cet-15671	6	18	,	,	PUNCT
cet-15671	6	19	has	have	VERB
cet-15671	6	20	yet	yet	ADV
cet-15671	6	21	to	to	PART
cet-15671	6	22	be	be	AUX
cet-15671	6	23	fully	fully	ADV
cet-15671	6	24	understood	understand	VERB
cet-15671	6	25	.	.	PUNCT
cet-15671	7	1	this	this	DET
cet-15671	7	2	study	study	NOUN
cet-15671	7	3	examines	examine	VERB
cet-15671	7	4	the	the	DET
cet-15671	7	5	impact	impact	NOUN
cet-15671	7	6	of	of	ADP
cet-15671	7	7	artificial	artificial	ADJ
cet-15671	7	8	intelligence	intelligence	NOUN
cet-15671	7	9	(	(	PUNCT
cet-15671	7	10	ai	ai	NOUN
cet-15671	7	11	)	)	PUNCT
cet-15671	7	12	adoption	adoption	NOUN
cet-15671	7	13	on	on	ADP
cet-15671	7	14	corporate	corporate	ADJ
cet-15671	7	15	energy	energy	NOUN
cet-15671	7	16	consumption	consumption	NOUN
cet-15671	7	17	,	,	PUNCT
cet-15671	7	18	utilizing	utilize	VERB
cet-15671	7	19	panel	panel	NOUN
cet-15671	7	20	data	datum	NOUN
cet-15671	7	21	from	from	ADP
cet-15671	7	22	over	over	ADP
cet-15671	7	23	32,000	32,000	NUM
cet-15671	7	24	firm	firm	ADJ
cet-15671	7	25	-	-	PUNCT
cet-15671	7	26	year	year	NOUN
cet-15671	7	27	observations	observation	NOUN
cet-15671	7	28	of	of	ADP
cet-15671	7	29	chinese	chinese	ADJ
cet-15671	7	30	-	-	PUNCT
cet-15671	7	31	listed	list	VERB
cet-15671	7	32	firms	firm	NOUN
cet-15671	7	33	between	between	ADP
cet-15671	7	34	2011	2011	NUM
cet-15671	7	35	and	and	CCONJ
cet-15671	7	36	2022	2022	NUM
cet-15671	7	37	.	.	PUNCT
cet-15671	8	1	ai	ai	VERB
cet-15671	8	2	adoption	adoption	NOUN
cet-15671	8	3	is	be	AUX
cet-15671	8	4	measured	measure	VERB
cet-15671	8	5	via	via	ADP
cet-15671	8	6	word2vec	word2vec	ADV
cet-15671	8	7	-	-	PUNCT
cet-15671	8	8	based	base	VERB
cet-15671	8	9	textual	textual	ADJ
cet-15671	8	10	analysis	analysis	NOUN
cet-15671	8	11	of	of	ADP
cet-15671	8	12	annual	annual	ADJ
cet-15671	8	13	reports	report	NOUN
cet-15671	8	14	.	.	PUNCT
cet-15671	9	1	fixed	fix	VERB
cet-15671	9	2	-	-	PUNCT
cet-15671	9	3	effects	effect	NOUN
cet-15671	9	4	regressions	regression	NOUN
cet-15671	9	5	show	show	VERB
cet-15671	9	6	that	that	SCONJ
cet-15671	9	7	higher	high	ADJ
cet-15671	9	8	ai	ai	VERB
cet-15671	9	9	adoption	adoption	NOUN
cet-15671	9	10	is	be	AUX
cet-15671	9	11	associated	associate	VERB
cet-15671	9	12	with	with	ADP
cet-15671	9	13	significantly	significantly	ADV
cet-15671	9	14	lower	low	ADJ
cet-15671	9	15	firm	firm	ADJ
cet-15671	9	16	-	-	PUNCT
cet-15671	9	17	level	level	NOUN
cet-15671	9	18	energy	energy	NOUN
cet-15671	9	19	consumption	consumption	NOUN
cet-15671	9	20	.	.	PUNCT
cet-15671	10	1	the	the	DET
cet-15671	10	2	study	study	NOUN
cet-15671	10	3	identifies	identify	VERB
cet-15671	10	4	green	green	ADJ
cet-15671	10	5	innovation	innovation	NOUN
cet-15671	10	6	,	,	PUNCT
cet-15671	10	7	proxied	proxie	VERB
cet-15671	10	8	by	by	ADP
cet-15671	10	9	the	the	DET
cet-15671	10	10	number	number	NOUN
cet-15671	10	11	of	of	ADP
cet-15671	10	12	green	green	ADJ
cet-15671	10	13	patent	patent	NOUN
cet-15671	10	14	applications	application	NOUN
cet-15671	10	15	,	,	PUNCT
cet-15671	10	16	as	as	ADP
cet-15671	10	17	a	a	DET
cet-15671	10	18	key	key	ADJ
cet-15671	10	19	mediating	mediating	NOUN
cet-15671	10	20	mechanism	mechanism	NOUN
cet-15671	10	21	through	through	ADP
cet-15671	10	22	which	which	PRON
cet-15671	10	23	ai	ai	VERB
cet-15671	10	24	reduces	reduce	VERB
cet-15671	10	25	energy	energy	NOUN
cet-15671	10	26	use	use	NOUN
cet-15671	10	27	.	.	PUNCT
cet-15671	11	1	heterogeneity	heterogeneity	NOUN
cet-15671	11	2	analysis	analysis	NOUN
cet-15671	11	3	further	far	ADV
cet-15671	11	4	reveals	reveal	VERB
cet-15671	11	5	that	that	SCONJ
cet-15671	11	6	the	the	DET
cet-15671	11	7	energy	energy	NOUN
cet-15671	11	8	-	-	PUNCT
cet-15671	11	9	saving	save	VERB
cet-15671	11	10	effect	effect	NOUN
cet-15671	11	11	of	of	ADP
cet-15671	11	12	ai	ai	NOUN
cet-15671	11	13	is	be	AUX
cet-15671	11	14	more	more	ADV
cet-15671	11	15	pronounced	pronounced	ADJ
cet-15671	11	16	among	among	ADP
cet-15671	11	17	large	large	ADJ
cet-15671	11	18	firms	firm	NOUN
cet-15671	11	19	,	,	PUNCT
cet-15671	11	20	privately	privately	ADV
cet-15671	11	21	owned	own	VERB
cet-15671	11	22	enterprises	enterprise	NOUN
cet-15671	11	23	,	,	PUNCT
cet-15671	11	24	firms	firm	NOUN
cet-15671	11	25	in	in	ADP
cet-15671	11	26	non	non	ADJ
cet-15671	11	27	-	-	ADJ
cet-15671	11	28	energy	energy	ADJ
cet-15671	11	29	-	-	PUNCT
cet-15671	11	30	intensive	intensive	ADJ
cet-15671	11	31	industries	industry	NOUN
cet-15671	11	32	,	,	PUNCT
cet-15671	11	33	and	and	CCONJ
cet-15671	11	34	those	those	PRON
cet-15671	11	35	operating	operate	VERB
cet-15671	11	36	in	in	ADP
cet-15671	11	37	digitally	digitally	ADV
cet-15671	11	38	underdeveloped	underdeveloped	ADJ
cet-15671	11	39	regions	region	NOUN
cet-15671	11	40	.	.	PUNCT
cet-15671	12	1	these	these	DET
cet-15671	12	2	findings	finding	NOUN
cet-15671	12	3	enrich	enrich	VERB
cet-15671	12	4	the	the	DET
cet-15671	12	5	literature	literature	NOUN
cet-15671	12	6	on	on	ADP
cet-15671	12	7	aidriven	aidriven	ADJ
cet-15671	12	8	sustainability	sustainability	NOUN
cet-15671	12	9	by	by	ADP
cet-15671	12	10	clarifying	clarify	VERB
cet-15671	12	11	how	how	SCONJ
cet-15671	12	12	and	and	CCONJ
cet-15671	12	13	under	under	ADP
cet-15671	12	14	what	what	DET
cet-15671	12	15	conditions	condition	NOUN
cet-15671	12	16	ai	ai	VERB
cet-15671	12	17	adoption	adoption	NOUN
cet-15671	12	18	contributes	contribute	VERB
cet-15671	12	19	to	to	ADP
cet-15671	12	20	improved	improve	VERB
cet-15671	12	21	energy	energy	NOUN
cet-15671	12	22	efficiency	efficiency	NOUN
cet-15671	12	23	.	.	PUNCT
cet-15671	13	1	the	the	DET
cet-15671	13	2	study	study	NOUN
cet-15671	13	3	also	also	ADV
cet-15671	13	4	offers	offer	VERB
cet-15671	13	5	insights	insight	NOUN
cet-15671	13	6	for	for	ADP
cet-15671	13	7	business	business	NOUN
cet-15671	13	8	leaders	leader	NOUN
cet-15671	13	9	and	and	CCONJ
cet-15671	13	10	policymakers	policymaker	NOUN
cet-15671	13	11	aiming	aim	VERB
cet-15671	13	12	to	to	PART
cet-15671	13	13	integrate	integrate	VERB
cet-15671	13	14	digital	digital	ADJ
cet-15671	13	15	technologies	technology	NOUN
cet-15671	13	16	into	into	ADP
cet-15671	13	17	national	national	ADJ
cet-15671	13	18	low	low	ADJ
cet-15671	13	19	-	-	PUNCT
cet-15671	13	20	carbon	carbon	NOUN
cet-15671	13	21	development	development	NOUN
cet-15671	13	22	strategies	strategy	NOUN
cet-15671	13	23	.	.	PUNCT
cet-15671	14	1	1	1	X
cet-15671	14	2	.	.	X
cet-15671	14	3	introduction	introduction	NOUN
cet-15671	14	4	amid	amid	ADP
cet-15671	14	5	intensifying	intensify	VERB
cet-15671	14	6	environmental	environmental	ADJ
cet-15671	14	7	pressures	pressure	NOUN
cet-15671	14	8	and	and	CCONJ
cet-15671	14	9	rapid	rapid	ADJ
cet-15671	14	10	digital	digital	ADJ
cet-15671	14	11	transformation	transformation	NOUN
cet-15671	14	12	,	,	PUNCT
cet-15671	14	13	artificial	artificial	ADJ
cet-15671	14	14	intelligence	intelligence	NOUN
cet-15671	14	15	(	(	PUNCT
cet-15671	14	16	ai	ai	NOUN
cet-15671	14	17	)	)	PUNCT
cet-15671	14	18	has	have	AUX
cet-15671	14	19	emerged	emerge	VERB
cet-15671	14	20	as	as	ADP
cet-15671	14	21	a	a	DET
cet-15671	14	22	critical	critical	ADJ
cet-15671	14	23	enabler	enabler	NOUN
cet-15671	14	24	of	of	ADP
cet-15671	14	25	corporate	corporate	ADJ
cet-15671	14	26	sustainability	sustainability	NOUN
cet-15671	14	27	(	(	PUNCT
cet-15671	14	28	yang	yang	PROPN
cet-15671	14	29	et	et	PROPN
cet-15671	14	30	al	al	PROPN
cet-15671	14	31	.	.	PROPN
cet-15671	14	32	,	,	PUNCT
cet-15671	14	33	2024	2024	NUM
cet-15671	14	34	)	)	PUNCT
cet-15671	14	35	.	.	PUNCT
cet-15671	15	1	in	in	ADP
cet-15671	15	2	particular	particular	ADJ
cet-15671	15	3	,	,	PUNCT
cet-15671	15	4	whether	whether	SCONJ
cet-15671	15	5	and	and	CCONJ
cet-15671	15	6	how	how	SCONJ
cet-15671	15	7	ai	ai	AUX
cet-15671	15	8	adoption	adoption	NOUN
cet-15671	15	9	contributes	contribute	VERB
cet-15671	15	10	to	to	ADP
cet-15671	15	11	reducing	reduce	VERB
cet-15671	15	12	corporate	corporate	ADJ
cet-15671	15	13	energy	energy	NOUN
cet-15671	15	14	consumption	consumption	NOUN
cet-15671	15	15	has	have	AUX
cet-15671	15	16	gained	gain	VERB
cet-15671	15	17	increasing	increase	VERB
cet-15671	15	18	attention	attention	NOUN
cet-15671	15	19	from	from	ADP
cet-15671	15	20	both	both	CCONJ
cet-15671	15	21	academia	academia	NOUN
cet-15671	15	22	and	and	CCONJ
cet-15671	15	23	policymakers	policymaker	NOUN
cet-15671	15	24	.	.	PUNCT
cet-15671	16	1	while	while	SCONJ
cet-15671	16	2	earlier	early	ADJ
cet-15671	16	3	studies	study	NOUN
cet-15671	16	4	have	have	AUX
cet-15671	16	5	recognized	recognize	VERB
cet-15671	16	6	ai	ai	PROPN
cet-15671	16	7	's	's	PART
cet-15671	16	8	potential	potential	NOUN
cet-15671	16	9	to	to	PART
cet-15671	16	10	enhance	enhance	VERB
cet-15671	16	11	operational	operational	ADJ
cet-15671	16	12	efficiency	efficiency	NOUN
cet-15671	16	13	and	and	CCONJ
cet-15671	16	14	intelligent	intelligent	ADJ
cet-15671	16	15	decision	decision	NOUN
cet-15671	16	16	-	-	PUNCT
cet-15671	16	17	making	making	NOUN
cet-15671	16	18	(	(	PUNCT
cet-15671	16	19	bai	bai	PROPN
cet-15671	16	20	et	et	PROPN
cet-15671	16	21	al	al	PROPN
cet-15671	16	22	.	.	PROPN
cet-15671	16	23	,	,	PUNCT
cet-15671	16	24	2024	2024	NUM
cet-15671	16	25	)	)	PUNCT
cet-15671	16	26	,	,	PUNCT
cet-15671	16	27	empirical	empirical	ADJ
cet-15671	16	28	validation	validation	NOUN
cet-15671	16	29	of	of	ADP
cet-15671	16	30	its	its	PRON
cet-15671	16	31	environmental	environmental	ADJ
cet-15671	16	32	impact	impact	NOUN
cet-15671	16	33	,	,	PUNCT
cet-15671	16	34	especially	especially	ADV
cet-15671	16	35	within	within	ADP
cet-15671	16	36	developing	develop	VERB
cet-15671	16	37	economies	economy	NOUN
cet-15671	16	38	,	,	PUNCT
cet-15671	16	39	remains	remain	VERB
cet-15671	16	40	insufficient	insufficient	ADJ
cet-15671	16	41	.	.	PUNCT
cet-15671	17	1	energy	energy	NOUN
cet-15671	17	2	consumption	consumption	NOUN
cet-15671	17	3	is	be	AUX
cet-15671	17	4	a	a	DET
cet-15671	17	5	pivotal	pivotal	ADJ
cet-15671	17	6	indicator	indicator	NOUN
cet-15671	17	7	of	of	ADP
cet-15671	17	8	environmental	environmental	ADJ
cet-15671	17	9	performance	performance	NOUN
cet-15671	17	10	.	.	PUNCT
cet-15671	18	1	in	in	ADP
cet-15671	18	2	china	china	PROPN
cet-15671	18	3	,	,	PUNCT
cet-15671	18	4	industrial	industrial	ADJ
cet-15671	18	5	sectors	sector	NOUN
cet-15671	18	6	account	account	VERB
cet-15671	18	7	for	for	ADP
cet-15671	18	8	more	more	ADJ
cet-15671	18	9	than	than	ADP
cet-15671	18	10	65	65	NUM
cet-15671	18	11	%	%	NOUN
cet-15671	18	12	of	of	ADP
cet-15671	18	13	the	the	DET
cet-15671	18	14	country	country	NOUN
cet-15671	18	15	's	's	PART
cet-15671	18	16	national	national	ADJ
cet-15671	18	17	energy	energy	NOUN
cet-15671	18	18	use	use	NOUN
cet-15671	18	19	and	and	CCONJ
cet-15671	18	20	are	be	AUX
cet-15671	18	21	significant	significant	ADJ
cet-15671	18	22	contributors	contributor	NOUN
cet-15671	18	23	to	to	PART
cet-15671	18	24	carbon	carbon	NOUN
cet-15671	18	25	emissions	emission	NOUN
cet-15671	18	26	(	(	PUNCT
cet-15671	18	27	iea	iea	NOUN
cet-15671	18	28	,	,	PUNCT
cet-15671	18	29	2022	2022	NUM
cet-15671	18	30	)	)	PUNCT
cet-15671	18	31	.	.	PUNCT
cet-15671	19	1	improving	improve	VERB
cet-15671	19	2	energy	energy	NOUN
cet-15671	19	3	efficiency	efficiency	NOUN
cet-15671	19	4	has	have	AUX
cet-15671	19	5	thus	thus	ADV
cet-15671	19	6	become	become	VERB
cet-15671	19	7	central	central	ADJ
cet-15671	19	8	to	to	ADP
cet-15671	19	9	the	the	DET
cet-15671	19	10	country	country	NOUN
cet-15671	19	11	's	's	PART
cet-15671	19	12	dual	dual	ADJ
cet-15671	19	13	carbon	carbon	NOUN
cet-15671	19	14	goals	goal	NOUN
cet-15671	19	15	and	and	CCONJ
cet-15671	19	16	green	green	ADJ
cet-15671	19	17	development	development	NOUN
cet-15671	19	18	agenda	agenda	NOUN
cet-15671	19	19	.	.	PUNCT
cet-15671	20	1	ai	ai	VERB
cet-15671	20	2	applications	application	NOUN
cet-15671	20	3	,	,	PUNCT
cet-15671	20	4	such	such	ADJ
cet-15671	20	5	as	as	ADP
cet-15671	20	6	predictive	predictive	ADJ
cet-15671	20	7	maintenance	maintenance	NOUN
cet-15671	20	8	,	,	PUNCT
cet-15671	20	9	energy	energy	NOUN
cet-15671	20	10	demand	demand	NOUN
cet-15671	20	11	forecasting	forecasting	NOUN
cet-15671	20	12	,	,	PUNCT
cet-15671	20	13	and	and	CCONJ
cet-15671	20	14	smart	smart	ADJ
cet-15671	20	15	manufacturing	manufacturing	NOUN
cet-15671	20	16	,	,	PUNCT
cet-15671	20	17	are	be	AUX
cet-15671	20	18	believed	believe	VERB
cet-15671	20	19	to	to	PART
cet-15671	20	20	reduce	reduce	VERB
cet-15671	20	21	energy	energy	NOUN
cet-15671	20	22	waste	waste	NOUN
cet-15671	20	23	.	.	PUNCT
cet-15671	21	1	however	however	ADV
cet-15671	21	2	,	,	PUNCT
cet-15671	21	3	large	large	ADJ
cet-15671	21	4	-	-	PUNCT
cet-15671	21	5	scale	scale	NOUN
cet-15671	21	6	empirical	empirical	ADJ
cet-15671	21	7	studies	study	NOUN
cet-15671	21	8	remain	remain	VERB
cet-15671	21	9	scarce	scarce	ADJ
cet-15671	21	10	.	.	PUNCT
cet-15671	22	1	to	to	PART
cet-15671	22	2	bridge	bridge	VERB
cet-15671	22	3	this	this	DET
cet-15671	22	4	gap	gap	NOUN
cet-15671	22	5	,	,	PUNCT
cet-15671	22	6	this	this	DET
cet-15671	22	7	study	study	NOUN
cet-15671	22	8	examines	examine	VERB
cet-15671	22	9	the	the	DET
cet-15671	22	10	impact	impact	NOUN
cet-15671	22	11	of	of	ADP
cet-15671	22	12	ai	ai	ADJ
cet-15671	22	13	adoption	adoption	NOUN
cet-15671	22	14	on	on	ADP
cet-15671	22	15	firm	firm	ADJ
cet-15671	22	16	-	-	PUNCT
cet-15671	22	17	level	level	NOUN
cet-15671	22	18	energy	energy	NOUN
cet-15671	22	19	consumption	consumption	NOUN
cet-15671	22	20	,	,	PUNCT
cet-15671	22	21	utilizing	utilize	VERB
cet-15671	22	22	a	a	DET
cet-15671	22	23	panel	panel	NOUN
cet-15671	22	24	dataset	dataset	VERB
cet-15671	22	25	comprising	comprising	NOUN
cet-15671	22	26	over	over	ADP
cet-15671	22	27	32,000	32,000	NUM
cet-15671	22	28	firm	firm	ADJ
cet-15671	22	29	-	-	PUNCT
cet-15671	22	30	year	year	NOUN
cet-15671	22	31	observations	observation	NOUN
cet-15671	22	32	from	from	ADP
cet-15671	22	33	chinese	chinese	PROPN
cet-15671	22	34	a	a	PROPN
cet-15671	22	35	-	-	PUNCT
cet-15671	22	36	share	share	NOUN
cet-15671	22	37	listed	list	VERB
cet-15671	22	38	companies	company	NOUN
cet-15671	22	39	between	between	ADP
cet-15671	22	40	2011	2011	NUM
cet-15671	22	41	and	and	CCONJ
cet-15671	22	42	2022	2022	NUM
cet-15671	22	43	.	.	PUNCT
cet-15671	23	1	drawing	draw	VERB
cet-15671	23	2	on	on	ADP
cet-15671	23	3	the	the	DET
cet-15671	23	4	innovation	innovation	NOUN
cet-15671	23	5	-	-	PUNCT
cet-15671	23	6	driven	drive	VERB
cet-15671	23	7	sustainability	sustainability	NOUN
cet-15671	23	8	literature	literature	NOUN
cet-15671	23	9	(	(	PUNCT
cet-15671	23	10	ibrahim	ibrahim	PROPN
cet-15671	23	11	et	et	PROPN
cet-15671	23	12	al	al	PROPN
cet-15671	23	13	.	.	PROPN
cet-15671	23	14	,	,	PUNCT
cet-15671	23	15	2024	2024	NUM
cet-15671	23	16	)	)	PUNCT
cet-15671	23	17	,	,	PUNCT
cet-15671	23	18	this	this	DET
cet-15671	23	19	study	study	NOUN
cet-15671	23	20	further	further	ADJ
cet-15671	23	21	examines	examine	VERB
cet-15671	23	22	whether	whether	SCONJ
cet-15671	23	23	green	green	ADJ
cet-15671	23	24	innovation	innovation	NOUN
cet-15671	23	25	acts	act	VERB
cet-15671	23	26	as	as	ADP
cet-15671	23	27	a	a	DET
cet-15671	23	28	mediating	mediate	VERB
cet-15671	23	29	channel	channel	NOUN
cet-15671	23	30	through	through	ADP
cet-15671	23	31	which	which	PRON
cet-15671	23	32	ai	ai	VERB
cet-15671	23	33	adoption	adoption	NOUN
cet-15671	23	34	enhances	enhance	VERB
cet-15671	23	35	energy	energy	NOUN
cet-15671	23	36	efficiency	efficiency	NOUN
cet-15671	23	37	.	.	PUNCT
cet-15671	24	1	meanwhile	meanwhile	ADV
cet-15671	24	2	,	,	PUNCT
cet-15671	24	3	heterogeneity	heterogeneity	NOUN
cet-15671	24	4	analyses	analysis	NOUN
cet-15671	24	5	explore	explore	VERB
cet-15671	24	6	whether	whether	SCONJ
cet-15671	24	7	the	the	DET
cet-15671	24	8	ai	ai	NOUN
cet-15671	24	9	-	-	PUNCT
cet-15671	24	10	energy	energy	NOUN
cet-15671	24	11	nexus	nexus	NOUN
cet-15671	24	12	is	be	AUX
cet-15671	24	13	shaped	shape	VERB
cet-15671	24	14	by	by	ADP
cet-15671	24	15	firm	firm	ADJ
cet-15671	24	16	size	size	NOUN
cet-15671	24	17	,	,	PUNCT
cet-15671	24	18	ownership	ownership	NOUN
cet-15671	24	19	,	,	PUNCT
cet-15671	24	20	industry	industry	NOUN
cet-15671	24	21	energy	energy	NOUN
cet-15671	24	22	intensity	intensity	NOUN
cet-15671	24	23	,	,	PUNCT
cet-15671	24	24	and	and	CCONJ
cet-15671	24	25	regional	regional	ADJ
cet-15671	24	26	digital	digital	ADJ
cet-15671	24	27	development	development	NOUN
cet-15671	24	28	.	.	PUNCT
cet-15671	25	1	this	this	DET
cet-15671	25	2	study	study	NOUN
cet-15671	25	3	draws	draw	VERB
cet-15671	25	4	upon	upon	SCONJ
cet-15671	25	5	two	two	NUM
cet-15671	25	6	complementary	complementary	ADJ
cet-15671	25	7	perspectives	perspective	NOUN
cet-15671	25	8	.	.	PUNCT
cet-15671	26	1	the	the	DET
cet-15671	26	2	dynamic	dynamic	ADJ
cet-15671	26	3	capabilities	capability	NOUN
cet-15671	26	4	theory	theory	NOUN
cet-15671	26	5	(	(	PUNCT
cet-15671	26	6	teece	teece	NOUN
cet-15671	26	7	,	,	PUNCT
cet-15671	26	8	2007	2007	NUM
cet-15671	26	9	)	)	PUNCT
cet-15671	26	10	posits	posit	NOUN
cet-15671	26	11	that	that	SCONJ
cet-15671	26	12	firms	firm	NOUN
cet-15671	26	13	enhance	enhance	VERB
cet-15671	26	14	performance	performance	NOUN
cet-15671	26	15	by	by	ADP
cet-15671	26	16	reconfiguring	reconfigure	VERB
cet-15671	26	17	internal	internal	ADJ
cet-15671	26	18	resources	resource	NOUN
cet-15671	26	19	in	in	ADP
cet-15671	26	20	response	response	NOUN
cet-15671	26	21	to	to	ADP
cet-15671	26	22	environmental	environmental	ADJ
cet-15671	26	23	demands	demand	NOUN
cet-15671	26	24	.	.	PUNCT
cet-15671	27	1	thus	thus	ADV
cet-15671	27	2	,	,	PUNCT
cet-15671	27	3	ai	ai	AUX
cet-15671	27	4	adoption	adoption	NOUN
cet-15671	27	5	may	may	AUX
cet-15671	27	6	enable	enable	VERB
cet-15671	27	7	energy	energy	NOUN
cet-15671	27	8	efficiency	efficiency	NOUN
cet-15671	27	9	through	through	ADP
cet-15671	27	10	adaptive	adaptive	ADJ
cet-15671	27	11	operations	operation	NOUN
cet-15671	27	12	and	and	CCONJ
cet-15671	27	13	data	datum	NOUN
cet-15671	27	14	-	-	PUNCT
cet-15671	27	15	driven	drive	VERB
cet-15671	27	16	optimization	optimization	NOUN
cet-15671	27	17	.	.	PUNCT
cet-15671	28	1	the	the	DET
cet-15671	28	2	271	271	NUM
cet-15671	28	3	green	green	ADJ
cet-15671	28	4	innovation	innovation	NOUN
cet-15671	28	5	pathways	pathway	NOUN
cet-15671	28	6	theory	theory	NOUN
cet-15671	28	7	suggests	suggest	VERB
cet-15671	28	8	that	that	SCONJ
cet-15671	28	9	digital	digital	ADJ
cet-15671	28	10	technologies	technology	NOUN
cet-15671	28	11	contribute	contribute	VERB
cet-15671	28	12	to	to	ADP
cet-15671	28	13	sustainability	sustainability	NOUN
cet-15671	28	14	indirectly	indirectly	ADV
cet-15671	28	15	by	by	ADP
cet-15671	28	16	stimulating	stimulate	VERB
cet-15671	28	17	innovation	innovation	NOUN
cet-15671	28	18	,	,	PUNCT
cet-15671	28	19	providing	provide	VERB
cet-15671	28	20	a	a	DET
cet-15671	28	21	logical	logical	ADJ
cet-15671	28	22	basis	basis	NOUN
cet-15671	28	23	for	for	ADP
cet-15671	28	24	the	the	DET
cet-15671	28	25	mediating	mediate	VERB
cet-15671	28	26	role	role	NOUN
cet-15671	28	27	of	of	ADP
cet-15671	28	28	green	green	ADJ
cet-15671	28	29	innovation	innovation	NOUN
cet-15671	28	30	(	(	PUNCT
cet-15671	28	31	chen	chen	PROPN
cet-15671	28	32	et	et	PROPN
cet-15671	28	33	al	al	PROPN
cet-15671	28	34	.	.	PROPN
cet-15671	28	35	,	,	PUNCT
cet-15671	28	36	2025	2025	NUM
cet-15671	28	37	)	)	PUNCT
cet-15671	28	38	.	.	PUNCT
cet-15671	29	1	figure	figure	NOUN
cet-15671	29	2	1	1	NUM
cet-15671	29	3	illustrates	illustrate	VERB
cet-15671	29	4	the	the	DET
cet-15671	29	5	conceptual	conceptual	ADJ
cet-15671	29	6	framework	framework	NOUN
cet-15671	29	7	.	.	PUNCT
cet-15671	30	1	accordingly	accordingly	ADV
cet-15671	30	2	,	,	PUNCT
cet-15671	30	3	the	the	DET
cet-15671	30	4	study	study	NOUN
cet-15671	30	5	proposes	propose	VERB
cet-15671	30	6	the	the	DET
cet-15671	30	7	following	follow	VERB
cet-15671	30	8	hypotheses	hypothesis	NOUN
cet-15671	30	9	:	:	PUNCT
cet-15671	30	10	h1	h1	NOUN
cet-15671	30	11	:	:	PUNCT
cet-15671	30	12	ai	ai	AUX
cet-15671	30	13	adoption	adoption	NOUN
cet-15671	30	14	significantly	significantly	ADV
cet-15671	30	15	reduces	reduce	VERB
cet-15671	30	16	firm	firm	ADJ
cet-15671	30	17	-	-	PUNCT
cet-15671	30	18	level	level	NOUN
cet-15671	30	19	energy	energy	NOUN
cet-15671	30	20	consumption	consumption	NOUN
cet-15671	30	21	.	.	PUNCT
cet-15671	31	1	h2	h2	NOUN
cet-15671	31	2	:	:	PUNCT
cet-15671	31	3	green	green	ADJ
cet-15671	31	4	innovation	innovation	NOUN
cet-15671	31	5	mediates	mediate	VERB
cet-15671	31	6	the	the	DET
cet-15671	31	7	relationship	relationship	NOUN
cet-15671	31	8	between	between	ADP
cet-15671	31	9	ai	ai	PRON
cet-15671	31	10	adoption	adoption	NOUN
cet-15671	31	11	and	and	CCONJ
cet-15671	31	12	energy	energy	NOUN
cet-15671	31	13	consumption	consumption	NOUN
cet-15671	31	14	.	.	PUNCT
cet-15671	32	1	figure	figure	NOUN
cet-15671	32	2	1	1	NUM
cet-15671	32	3	:	:	PUNCT
cet-15671	32	4	conceptual	conceptual	ADJ
cet-15671	32	5	framework	framework	NOUN
cet-15671	32	6	.	.	PUNCT
cet-15671	33	1	this	this	DET
cet-15671	33	2	paper	paper	NOUN
cet-15671	33	3	makes	make	VERB
cet-15671	33	4	three	three	NUM
cet-15671	33	5	key	key	ADJ
cet-15671	33	6	contributions	contribution	NOUN
cet-15671	33	7	to	to	ADP
cet-15671	33	8	the	the	DET
cet-15671	33	9	current	current	ADJ
cet-15671	33	10	literature	literature	NOUN
cet-15671	33	11	.	.	PUNCT
cet-15671	34	1	first	first	ADV
cet-15671	34	2	,	,	PUNCT
cet-15671	34	3	it	it	PRON
cet-15671	34	4	provides	provide	VERB
cet-15671	34	5	robust	robust	ADJ
cet-15671	34	6	evidence	evidence	NOUN
cet-15671	34	7	of	of	ADP
cet-15671	34	8	the	the	DET
cet-15671	34	9	relationship	relationship	NOUN
cet-15671	34	10	between	between	ADP
cet-15671	34	11	ai	ai	PRON
cet-15671	34	12	adoption	adoption	NOUN
cet-15671	34	13	and	and	CCONJ
cet-15671	34	14	energy	energy	NOUN
cet-15671	34	15	consumption	consumption	NOUN
cet-15671	34	16	,	,	PUNCT
cet-15671	34	17	utilizing	utilize	VERB
cet-15671	34	18	firm	firm	ADJ
cet-15671	34	19	-	-	PUNCT
cet-15671	34	20	level	level	NOUN
cet-15671	34	21	panel	panel	NOUN
cet-15671	34	22	data	datum	NOUN
cet-15671	34	23	.	.	PUNCT
cet-15671	35	1	second	second	ADJ
cet-15671	35	2	,	,	PUNCT
cet-15671	35	3	it	it	PRON
cet-15671	35	4	identifies	identify	VERB
cet-15671	35	5	green	green	ADJ
cet-15671	35	6	innovation	innovation	NOUN
cet-15671	35	7	as	as	ADP
cet-15671	35	8	a	a	DET
cet-15671	35	9	key	key	ADJ
cet-15671	35	10	mechanism	mechanism	NOUN
cet-15671	35	11	,	,	PUNCT
cet-15671	35	12	expanding	expand	VERB
cet-15671	35	13	the	the	DET
cet-15671	35	14	understanding	understanding	NOUN
cet-15671	35	15	of	of	ADP
cet-15671	35	16	how	how	SCONJ
cet-15671	35	17	ai	ai	VERB
cet-15671	35	18	drives	drive	NOUN
cet-15671	35	19	environmental	environmental	ADJ
cet-15671	35	20	outcomes	outcome	NOUN
cet-15671	35	21	.	.	PUNCT
cet-15671	36	1	third	third	ADV
cet-15671	36	2	,	,	PUNCT
cet-15671	36	3	it	it	PRON
cet-15671	36	4	uncovers	uncover	VERB
cet-15671	36	5	context	context	NOUN
cet-15671	36	6	-	-	PUNCT
cet-15671	36	7	specific	specific	ADJ
cet-15671	36	8	differences	difference	NOUN
cet-15671	36	9	in	in	ADP
cet-15671	36	10	the	the	DET
cet-15671	36	11	effectiveness	effectiveness	NOUN
cet-15671	36	12	of	of	ADP
cet-15671	36	13	ai	ai	NOUN
cet-15671	36	14	,	,	PUNCT
cet-15671	36	15	offering	offer	VERB
cet-15671	36	16	practical	practical	ADJ
cet-15671	36	17	insights	insight	NOUN
cet-15671	36	18	for	for	ADP
cet-15671	36	19	targeted	target	VERB
cet-15671	36	20	policy	policy	NOUN
cet-15671	36	21	and	and	CCONJ
cet-15671	36	22	management	management	NOUN
cet-15671	36	23	strategies	strategy	NOUN
cet-15671	36	24	.	.	PUNCT
cet-15671	37	1	the	the	DET
cet-15671	37	2	remainder	remainder	NOUN
cet-15671	37	3	of	of	ADP
cet-15671	37	4	this	this	DET
cet-15671	37	5	paper	paper	NOUN
cet-15671	37	6	is	be	AUX
cet-15671	37	7	structured	structure	VERB
cet-15671	37	8	as	as	SCONJ
cet-15671	37	9	follows	follow	VERB
cet-15671	37	10	:	:	PUNCT
cet-15671	37	11	section	section	NOUN
cet-15671	37	12	2	2	NUM
cet-15671	37	13	introduces	introduce	VERB
cet-15671	37	14	the	the	DET
cet-15671	37	15	empirical	empirical	ADJ
cet-15671	37	16	methodology	methodology	NOUN
cet-15671	37	17	and	and	CCONJ
cet-15671	37	18	variable	variable	ADJ
cet-15671	37	19	construction	construction	NOUN
cet-15671	37	20	.	.	PUNCT
cet-15671	38	1	section	section	NOUN
cet-15671	38	2	3	3	NUM
cet-15671	38	3	presents	present	VERB
cet-15671	38	4	the	the	DET
cet-15671	38	5	main	main	ADJ
cet-15671	38	6	results	result	NOUN
cet-15671	38	7	,	,	PUNCT
cet-15671	38	8	including	include	VERB
cet-15671	38	9	mediation	mediation	NOUN
cet-15671	38	10	and	and	CCONJ
cet-15671	38	11	heterogeneity	heterogeneity	NOUN
cet-15671	38	12	analyses	analysis	NOUN
cet-15671	38	13	.	.	PUNCT
cet-15671	39	1	section	section	NOUN
cet-15671	39	2	4	4	NUM
cet-15671	39	3	discusses	discuss	VERB
cet-15671	39	4	the	the	DET
cet-15671	39	5	conclusions	conclusion	NOUN
cet-15671	39	6	and	and	CCONJ
cet-15671	39	7	policy	policy	NOUN
cet-15671	39	8	implications	implication	NOUN
cet-15671	39	9	.	.	PUNCT
cet-15671	40	1	2	2	X
cet-15671	40	2	.	.	X
cet-15671	40	3	methodology	methodology	NOUN
cet-15671	40	4	this	this	DET
cet-15671	40	5	section	section	NOUN
cet-15671	40	6	outlines	outline	VERB
cet-15671	40	7	the	the	DET
cet-15671	40	8	empirical	empirical	ADJ
cet-15671	40	9	strategy	strategy	NOUN
cet-15671	40	10	adopted	adopt	VERB
cet-15671	40	11	to	to	PART
cet-15671	40	12	examine	examine	VERB
cet-15671	40	13	the	the	DET
cet-15671	40	14	relationship	relationship	NOUN
cet-15671	40	15	between	between	ADP
cet-15671	40	16	ai	ai	PRON
cet-15671	40	17	adoption	adoption	NOUN
cet-15671	40	18	and	and	CCONJ
cet-15671	40	19	corporate	corporate	ADJ
cet-15671	40	20	energy	energy	NOUN
cet-15671	40	21	consumption	consumption	NOUN
cet-15671	40	22	，	，	PUNCT
cet-15671	40	23	including	include	VERB
cet-15671	40	24	details	detail	NOUN
cet-15671	40	25	on	on	ADP
cet-15671	40	26	the	the	DET
cet-15671	40	27	construction	construction	NOUN
cet-15671	40	28	of	of	ADP
cet-15671	40	29	the	the	DET
cet-15671	40	30	sample	sample	NOUN
cet-15671	40	31	,	,	PUNCT
cet-15671	40	32	variable	variable	ADJ
cet-15671	40	33	definitions	definition	NOUN
cet-15671	40	34	,	,	PUNCT
cet-15671	40	35	and	and	CCONJ
cet-15671	40	36	econometric	econometric	ADJ
cet-15671	40	37	specifications	specification	NOUN
cet-15671	40	38	,	,	PUNCT
cet-15671	40	39	with	with	ADP
cet-15671	40	40	a	a	DET
cet-15671	40	41	particular	particular	ADJ
cet-15671	40	42	focus	focus	NOUN
cet-15671	40	43	on	on	ADP
cet-15671	40	44	addressing	address	VERB
cet-15671	40	45	endogeneity	endogeneity	NOUN
cet-15671	40	46	and	and	CCONJ
cet-15671	40	47	identifying	identify	VERB
cet-15671	40	48	the	the	DET
cet-15671	40	49	mediating	mediate	VERB
cet-15671	40	50	role	role	NOUN
cet-15671	40	51	of	of	ADP
cet-15671	40	52	green	green	ADJ
cet-15671	40	53	innovation	innovation	NOUN
cet-15671	40	54	.	.	PUNCT
cet-15671	41	1	to	to	PART
cet-15671	41	2	enhance	enhance	VERB
cet-15671	41	3	the	the	DET
cet-15671	41	4	interpretability	interpretability	NOUN
cet-15671	41	5	of	of	ADP
cet-15671	41	6	the	the	DET
cet-15671	41	7	estimates	estimate	NOUN
cet-15671	41	8	,	,	PUNCT
cet-15671	41	9	this	this	DET
cet-15671	41	10	research	research	NOUN
cet-15671	41	11	relies	rely	VERB
cet-15671	41	12	on	on	ADP
cet-15671	41	13	a	a	DET
cet-15671	41	14	within‑firm	within‑firm	NOUN
cet-15671	41	15	identification	identification	NOUN
cet-15671	41	16	strategy	strategy	NOUN
cet-15671	41	17	.	.	PUNCT
cet-15671	42	1	firm	firm	ADJ
cet-15671	42	2	fixed	fix	VERB
cet-15671	42	3	effects	effect	NOUN
cet-15671	42	4	absorb	absorb	VERB
cet-15671	42	5	all	all	DET
cet-15671	42	6	time‑invariant	time‑invariant	ADJ
cet-15671	42	7	unobservable	unobservable	ADJ
cet-15671	42	8	heterogeneity	heterogeneity	NOUN
cet-15671	42	9	(	(	PUNCT
cet-15671	42	10	e.g.	e.g.	ADV
cet-15671	42	11	,	,	PUNCT
cet-15671	42	12	baseline	baseline	ADJ
cet-15671	42	13	technology	technology	NOUN
cet-15671	42	14	endowments	endowment	NOUN
cet-15671	42	15	,	,	PUNCT
cet-15671	42	16	management	management	NOUN
cet-15671	42	17	culture	culture	NOUN
cet-15671	42	18	)	)	PUNCT
cet-15671	42	19	,	,	PUNCT
cet-15671	42	20	and	and	CCONJ
cet-15671	42	21	year	year	NOUN
cet-15671	42	22	-	-	PUNCT
cet-15671	42	23	fixed	fix	VERB
cet-15671	42	24	effects	effect	NOUN
cet-15671	42	25	capture	capture	VERB
cet-15671	42	26	common	common	ADJ
cet-15671	42	27	macroeconomic	macroeconomic	ADJ
cet-15671	42	28	or	or	CCONJ
cet-15671	42	29	policy	policy	NOUN
cet-15671	42	30	shocks	shock	NOUN
cet-15671	42	31	.	.	PUNCT
cet-15671	43	1	this	this	DET
cet-15671	43	2	specification	specification	NOUN
cet-15671	43	3	focuses	focus	VERB
cet-15671	43	4	on	on	ADP
cet-15671	43	5	how	how	SCONJ
cet-15671	43	6	within‑firm	within‑firm	PROPN
cet-15671	43	7	changes	change	VERB
cet-15671	43	8	in	in	ADP
cet-15671	43	9	ai	ai	ADJ
cet-15671	43	10	adoption	adoption	NOUN
cet-15671	43	11	are	be	AUX
cet-15671	43	12	associated	associate	VERB
cet-15671	43	13	with	with	ADP
cet-15671	43	14	subsequent	subsequent	ADJ
cet-15671	43	15	changes	change	NOUN
cet-15671	43	16	in	in	ADP
cet-15671	43	17	energy	energy	NOUN
cet-15671	43	18	consumption	consumption	NOUN
cet-15671	43	19	,	,	PUNCT
cet-15671	43	20	which	which	PRON
cet-15671	43	21	mitigates	mitigate	VERB
cet-15671	43	22	concerns	concern	NOUN
cet-15671	43	23	about	about	ADP
cet-15671	43	24	spurious	spurious	ADJ
cet-15671	43	25	correlations	correlation	NOUN
cet-15671	43	26	driven	drive	VERB
cet-15671	43	27	by	by	ADP
cet-15671	43	28	cross‑sectional	cross‑sectional	ADJ
cet-15671	43	29	differences	difference	NOUN
cet-15671	43	30	.	.	PUNCT
cet-15671	44	1	2.1	2.1	NUM
cet-15671	44	2	data	datum	NOUN
cet-15671	44	3	and	and	CCONJ
cet-15671	44	4	sample	sample	VERB
cet-15671	44	5	the	the	DET
cet-15671	44	6	study	study	NOUN
cet-15671	44	7	utilizes	utilize	VERB
cet-15671	44	8	a	a	DET
cet-15671	44	9	balanced	balanced	ADJ
cet-15671	44	10	panel	panel	NOUN
cet-15671	44	11	dataset	dataset	NOUN
cet-15671	44	12	comprising	comprise	VERB
cet-15671	44	13	all	all	DET
cet-15671	44	14	a	a	DET
cet-15671	44	15	-	-	PUNCT
cet-15671	44	16	share	share	NOUN
cet-15671	44	17	listed	list	VERB
cet-15671	44	18	firms	firm	NOUN
cet-15671	44	19	in	in	ADP
cet-15671	44	20	china	china	PROPN
cet-15671	44	21	over	over	ADP
cet-15671	44	22	the	the	DET
cet-15671	44	23	period	period	NOUN
cet-15671	44	24	2011	2011	NUM
cet-15671	44	25	–	–	PUNCT
cet-15671	44	26	2022	2022	NUM
cet-15671	44	27	.	.	PUNCT
cet-15671	45	1	financial	financial	ADJ
cet-15671	45	2	and	and	CCONJ
cet-15671	45	3	operational	operational	ADJ
cet-15671	45	4	data	datum	NOUN
cet-15671	45	5	are	be	AUX
cet-15671	45	6	drawn	draw	VERB
cet-15671	45	7	from	from	ADP
cet-15671	45	8	the	the	DET
cet-15671	45	9	csmar	csmar	PROPN
cet-15671	45	10	databases	database	NOUN
cet-15671	45	11	,	,	PUNCT
cet-15671	45	12	while	while	SCONJ
cet-15671	45	13	green	green	ADJ
cet-15671	45	14	patent	patent	NOUN
cet-15671	45	15	data	datum	NOUN
cet-15671	45	16	are	be	AUX
cet-15671	45	17	retrieved	retrieve	VERB
cet-15671	45	18	from	from	ADP
cet-15671	45	19	the	the	DET
cet-15671	45	20	china	china	PROPN
cet-15671	45	21	national	national	PROPN
cet-15671	45	22	intellectual	intellectual	PROPN
cet-15671	45	23	property	property	PROPN
cet-15671	45	24	administration	administration	PROPN
cet-15671	45	25	(	(	PUNCT
cet-15671	45	26	cnipa	cnipa	PROPN
cet-15671	45	27	)	)	PUNCT
cet-15671	45	28	.	.	PUNCT
cet-15671	46	1	to	to	PART
cet-15671	46	2	ensure	ensure	VERB
cet-15671	46	3	consistency	consistency	NOUN
cet-15671	46	4	,	,	PUNCT
cet-15671	46	5	this	this	DET
cet-15671	46	6	study	study	NOUN
cet-15671	46	7	excludes	exclude	VERB
cet-15671	46	8	firms	firm	NOUN
cet-15671	46	9	from	from	ADP
cet-15671	46	10	the	the	DET
cet-15671	46	11	financial	financial	ADJ
cet-15671	46	12	sector	sector	NOUN
cet-15671	46	13	and	and	CCONJ
cet-15671	46	14	those	those	PRON
cet-15671	46	15	with	with	ADP
cet-15671	46	16	missing	miss	VERB
cet-15671	46	17	values	value	NOUN
cet-15671	46	18	on	on	ADP
cet-15671	46	19	key	key	ADJ
cet-15671	46	20	variables	variable	NOUN
cet-15671	46	21	.	.	PUNCT
cet-15671	47	1	the	the	DET
cet-15671	47	2	final	final	ADJ
cet-15671	47	3	dataset	dataset	NOUN
cet-15671	47	4	consists	consist	VERB
cet-15671	47	5	of	of	ADP
cet-15671	47	6	over	over	ADP
cet-15671	47	7	32,000	32,000	NUM
cet-15671	47	8	firm	firm	ADJ
cet-15671	47	9	-	-	PUNCT
cet-15671	47	10	year	year	NOUN
cet-15671	47	11	observations	observation	NOUN
cet-15671	47	12	.	.	PUNCT
cet-15671	48	1	2.2	2.2	NUM
cet-15671	48	2	measurement	measurement	NOUN
cet-15671	48	3	of	of	ADP
cet-15671	48	4	key	key	ADJ
cet-15671	48	5	variables	variable	NOUN
cet-15671	48	6	ai	ai	VERB
cet-15671	48	7	adoption	adoption	NOUN
cet-15671	48	8	(	(	PUNCT
cet-15671	48	9	ai_intensity	ai_intensity	NOUN
cet-15671	48	10	):	):	PUNCT
cet-15671	48	11	following	follow	VERB
cet-15671	48	12	zhong	zhong	PROPN
cet-15671	48	13	et	et	PROPN
cet-15671	48	14	al	al	PROPN
cet-15671	48	15	.	.	PROPN
cet-15671	49	1	(	(	PUNCT
cet-15671	49	2	2022	2022	NUM
cet-15671	49	3	)	)	PUNCT
cet-15671	49	4	and	and	CCONJ
cet-15671	49	5	chen	chen	PROPN
cet-15671	49	6	and	and	CCONJ
cet-15671	49	7	srinivasan	srinivasan	PROPN
cet-15671	49	8	(	(	PUNCT
cet-15671	49	9	2024	2024	NUM
cet-15671	49	10	)	)	PUNCT
cet-15671	49	11	,	,	PUNCT
cet-15671	49	12	this	this	DET
cet-15671	49	13	study	study	NOUN
cet-15671	49	14	applies	apply	VERB
cet-15671	49	15	a	a	DET
cet-15671	49	16	word2vec‑based	word2vec‑base	VERB
cet-15671	49	17	textual	textual	ADJ
cet-15671	49	18	analysis	analysis	NOUN
cet-15671	49	19	to	to	PART
cet-15671	49	20	construct	construct	VERB
cet-15671	49	21	a	a	DET
cet-15671	49	22	firm‑level	firm‑level	NOUN
cet-15671	49	23	ai	ai	NOUN
cet-15671	49	24	adoption	adoption	NOUN
cet-15671	49	25	index	index	NOUN
cet-15671	49	26	(	(	PUNCT
cet-15671	49	27	chen	chen	PROPN
cet-15671	49	28	and	and	CCONJ
cet-15671	49	29	srinivasan	srinivasan	NOUN
cet-15671	49	30	,	,	PUNCT
cet-15671	49	31	2024	2024	NUM
cet-15671	49	32	)	)	PUNCT
cet-15671	49	33	.	.	PUNCT
cet-15671	50	1	annual	annual	ADJ
cet-15671	50	2	report	report	NOUN
cet-15671	50	3	texts	text	NOUN
cet-15671	50	4	(	(	PUNCT
cet-15671	50	5	2011–2022	2011–2022	NUM
cet-15671	50	6	)	)	PUNCT
cet-15671	50	7	are	be	AUX
cet-15671	50	8	collected	collect	VERB
cet-15671	50	9	from	from	ADP
cet-15671	50	10	sina	sina	PROPN
cet-15671	50	11	finance	finance	PROPN
cet-15671	50	12	and	and	CCONJ
cet-15671	50	13	supplemented	supplement	VERB
cet-15671	50	14	with	with	ADP
cet-15671	50	15	patent	patent	NOUN
cet-15671	50	16	texts	text	NOUN
cet-15671	50	17	from	from	ADP
cet-15671	50	18	the	the	DET
cet-15671	50	19	irpdb	irpdb	PROPN
cet-15671	50	20	database	database	NOUN
cet-15671	50	21	.	.	PUNCT
cet-15671	51	1	the	the	DET
cet-15671	51	2	ai	ai	PROPN
cet-15671	51	3	keyword	keyword	NOUN
cet-15671	51	4	dictionary	dictionary	NOUN
cet-15671	51	5	is	be	AUX
cet-15671	51	6	generated	generate	VERB
cet-15671	51	7	in	in	ADP
cet-15671	51	8	three	three	NUM
cet-15671	51	9	steps	step	NOUN
cet-15671	51	10	:	:	PUNCT
cet-15671	51	11	(	(	PUNCT
cet-15671	51	12	1	1	X
cet-15671	51	13	)	)	PUNCT
cet-15671	51	14	manually	manually	ADV
cet-15671	51	15	selecting	select	VERB
cet-15671	51	16	52	52	NUM
cet-15671	51	17	seed	seed	NOUN
cet-15671	51	18	terms	term	NOUN
cet-15671	51	19	from	from	ADP
cet-15671	51	20	industry	industry	NOUN
cet-15671	51	21	reports	report	NOUN
cet-15671	51	22	and	and	CCONJ
cet-15671	51	23	wipo	wipo	PROPN
cet-15671	51	24	lists	list	NOUN
cet-15671	51	25	(	(	PUNCT
cet-15671	51	26	e.g.	e.g.	ADV
cet-15671	51	27	,	,	PUNCT
cet-15671	51	28	“	"	PUNCT
cet-15671	51	29	artificial	artificial	ADJ
cet-15671	51	30	intelligence	intelligence	NOUN
cet-15671	51	31	,	,	PUNCT
cet-15671	51	32	”	"	PUNCT
cet-15671	51	33	“	"	PUNCT
cet-15671	51	34	machine	machine	NOUN
cet-15671	51	35	learning	learning	NOUN
cet-15671	51	36	”	"	PUNCT
cet-15671	51	37	)	)	PUNCT
cet-15671	51	38	,	,	PUNCT
cet-15671	51	39	(	(	PUNCT
cet-15671	51	40	2	2	X
cet-15671	51	41	)	)	PUNCT
cet-15671	51	42	expanding	expand	VERB
cet-15671	51	43	these	these	DET
cet-15671	51	44	terms	term	NOUN
cet-15671	51	45	using	use	VERB
cet-15671	51	46	a	a	DET
cet-15671	51	47	skip‑gram	skip‑gram	PROPN
cet-15671	51	48	word2vec	word2vec	PROPN
cet-15671	51	49	model	model	NOUN
cet-15671	51	50	trained	train	VERB
cet-15671	51	51	on	on	ADP
cet-15671	51	52	annual	annual	ADJ
cet-15671	51	53	reports	report	NOUN
cet-15671	51	54	and	and	CCONJ
cet-15671	51	55	patent	patent	NOUN
cet-15671	51	56	texts	text	NOUN
cet-15671	51	57	,	,	PUNCT
cet-15671	51	58	and	and	CCONJ
cet-15671	51	59	(	(	PUNCT
cet-15671	51	60	3	3	X
cet-15671	51	61	)	)	PUNCT
cet-15671	51	62	removing	remove	VERB
cet-15671	51	63	duplicates	duplicate	NOUN
cet-15671	51	64	and	and	CCONJ
cet-15671	51	65	irrelevant	irrelevant	ADJ
cet-15671	51	66	items	item	NOUN
cet-15671	51	67	,	,	PUNCT
cet-15671	51	68	yielding	yield	VERB
cet-15671	51	69	a	a	DET
cet-15671	51	70	final	final	ADJ
cet-15671	51	71	dictionary	dictionary	NOUN
cet-15671	51	72	of	of	ADP
cet-15671	51	73	73	73	NUM
cet-15671	51	74	ai‑related	ai‑relate	VERB
cet-15671	51	75	terms	term	NOUN
cet-15671	51	76	.	.	PUNCT
cet-15671	52	1	this	this	DET
cet-15671	52	2	study	study	NOUN
cet-15671	52	3	incorporates	incorporate	VERB
cet-15671	52	4	this	this	DET
cet-15671	52	5	dictionary	dictionary	NOUN
cet-15671	52	6	into	into	ADP
cet-15671	52	7	the	the	DET
cet-15671	52	8	jieba	jieba	NOUN
cet-15671	52	9	tokenizer	tokenizer	NOUN
cet-15671	52	10	to	to	PART
cet-15671	52	11	improve	improve	VERB
cet-15671	52	12	segmentation	segmentation	NOUN
cet-15671	52	13	accuracy	accuracy	NOUN
cet-15671	52	14	and	and	CCONJ
cet-15671	52	15	calculate	calculate	VERB
cet-15671	52	16	the	the	DET
cet-15671	52	17	frequency	frequency	NOUN
cet-15671	52	18	of	of	ADP
cet-15671	52	19	ai	ai	PROPN
cet-15671	52	20	terms	term	NOUN
cet-15671	52	21	in	in	ADP
cet-15671	52	22	each	each	DET
cet-15671	52	23	firm	firm	NOUN
cet-15671	52	24	’s	’s	PART
cet-15671	52	25	annual	annual	ADJ
cet-15671	52	26	report	report	NOUN
cet-15671	52	27	.	.	PUNCT
cet-15671	53	1	the	the	DET
cet-15671	53	2	ai	ai	PROPN
cet-15671	53	3	adoption	adoption	NOUN
cet-15671	53	4	index	index	NOUN
cet-15671	53	5	equals	equal	VERB
cet-15671	53	6	the	the	DET
cet-15671	53	7	natural	natural	ADJ
cet-15671	53	8	logarithm	logarithm	NOUN
cet-15671	53	9	of	of	ADP
cet-15671	53	10	(	(	PUNCT
cet-15671	53	11	1	1	NUM
cet-15671	53	12	+	+	NUM
cet-15671	53	13	ai	ai	VERB
cet-15671	53	14	term	term	NOUN
cet-15671	53	15	frequency	frequency	NOUN
cet-15671	53	16	)	)	PUNCT
cet-15671	53	17	.	.	PUNCT
cet-15671	54	1	this	this	DET
cet-15671	54	2	index	index	NOUN
cet-15671	54	3	captures	capture	VERB
cet-15671	54	4	the	the	DET
cet-15671	54	5	breadth	breadth	NOUN
cet-15671	54	6	and	and	CCONJ
cet-15671	54	7	depth	depth	NOUN
cet-15671	54	8	of	of	ADP
cet-15671	54	9	ai	ai	ADJ
cet-15671	54	10	engagement	engagement	NOUN
cet-15671	54	11	beyond	beyond	ADP
cet-15671	54	12	binary	binary	ADJ
cet-15671	54	13	disclosure	disclosure	NOUN
cet-15671	54	14	measures	measure	NOUN
cet-15671	54	15	.	.	PUNCT
cet-15671	55	1	energy	energy	NOUN
cet-15671	55	2	consumption	consumption	NOUN
cet-15671	55	3	(	(	PUNCT
cet-15671	55	4	encons	encon	NOUN
cet-15671	55	5	):	):	PUNCT
cet-15671	55	6	firm	firm	ADJ
cet-15671	55	7	-	-	PUNCT
cet-15671	55	8	level	level	NOUN
cet-15671	55	9	energy	energy	NOUN
cet-15671	55	10	consumption	consumption	NOUN
cet-15671	55	11	is	be	AUX
cet-15671	55	12	measured	measure	VERB
cet-15671	55	13	in	in	ADP
cet-15671	55	14	kilograms	kilogram	NOUN
cet-15671	55	15	of	of	ADP
cet-15671	55	16	coal	coal	NOUN
cet-15671	55	17	equivalent	equivalent	NOUN
cet-15671	55	18	(	(	PUNCT
cet-15671	55	19	kgce	kgce	PROPN
cet-15671	55	20	)	)	PUNCT
cet-15671	55	21	,	,	PUNCT
cet-15671	55	22	derived	derive	VERB
cet-15671	55	23	from	from	ADP
cet-15671	55	24	reported	report	VERB
cet-15671	55	25	energy	energy	NOUN
cet-15671	55	26	usage	usage	NOUN
cet-15671	55	27	and	and	CCONJ
cet-15671	55	28	standardized	standardize	VERB
cet-15671	55	29	across	across	ADP
cet-15671	55	30	different	different	ADJ
cet-15671	55	31	sources	source	NOUN
cet-15671	55	32	(	(	PUNCT
cet-15671	55	33	e.g.	e.g.	ADV
cet-15671	55	34	,	,	PUNCT
cet-15671	55	35	electricity	electricity	NOUN
cet-15671	55	36	,	,	PUNCT
cet-15671	55	37	fuel	fuel	NOUN
cet-15671	55	38	,	,	PUNCT
cet-15671	55	39	gas	gas	NOUN
cet-15671	55	40	)	)	PUNCT
cet-15671	55	41	272	272	NUM
cet-15671	55	42	using	use	VERB
cet-15671	55	43	national	national	ADJ
cet-15671	55	44	conversion	conversion	NOUN
cet-15671	55	45	coefficients	coefficient	NOUN
cet-15671	55	46	.	.	PUNCT
cet-15671	56	1	the	the	DET
cet-15671	56	2	natural	natural	ADJ
cet-15671	56	3	logarithm	logarithm	NOUN
cet-15671	56	4	of	of	ADP
cet-15671	56	5	energy	energy	NOUN
cet-15671	56	6	consumption	consumption	NOUN
cet-15671	56	7	(	(	PUNCT
cet-15671	56	8	ln_encons	ln_encon	NOUN
cet-15671	56	9	)	)	PUNCT
cet-15671	56	10	is	be	AUX
cet-15671	56	11	used	use	VERB
cet-15671	56	12	to	to	PART
cet-15671	56	13	stabilize	stabilize	VERB
cet-15671	56	14	variance	variance	NOUN
cet-15671	56	15	.	.	PUNCT
cet-15671	57	1	green	green	ADJ
cet-15671	57	2	innovation	innovation	NOUN
cet-15671	57	3	(	(	PUNCT
cet-15671	57	4	greeninno	greeninno	PROPN
cet-15671	57	5	):	):	PUNCT
cet-15671	57	6	to	to	PART
cet-15671	57	7	explore	explore	VERB
cet-15671	57	8	the	the	DET
cet-15671	57	9	mediating	mediate	VERB
cet-15671	57	10	mechanism	mechanism	NOUN
cet-15671	57	11	,	,	PUNCT
cet-15671	57	12	this	this	DET
cet-15671	57	13	study	study	NOUN
cet-15671	57	14	uses	use	VERB
cet-15671	57	15	the	the	DET
cet-15671	57	16	annual	annual	ADJ
cet-15671	57	17	count	count	NOUN
cet-15671	57	18	of	of	ADP
cet-15671	57	19	green	green	ADJ
cet-15671	57	20	invention	invention	NOUN
cet-15671	57	21	patents	patent	NOUN
cet-15671	57	22	as	as	ADP
cet-15671	57	23	a	a	DET
cet-15671	57	24	proxy	proxy	NOUN
cet-15671	57	25	for	for	ADP
cet-15671	57	26	firms	firm	NOUN
cet-15671	57	27	'	'	PART
cet-15671	57	28	green	green	ADJ
cet-15671	57	29	innovation	innovation	NOUN
cet-15671	57	30	output	output	NOUN
cet-15671	57	31	(	(	PUNCT
cet-15671	57	32	fang	fang	X
cet-15671	57	33	and	and	CCONJ
cet-15671	57	34	li	li	PROPN
cet-15671	57	35	,	,	PUNCT
cet-15671	57	36	2024	2024	NUM
cet-15671	57	37	)	)	PUNCT
cet-15671	57	38	.	.	PUNCT
cet-15671	58	1	patents	patent	NOUN
cet-15671	58	2	are	be	AUX
cet-15671	58	3	filtered	filter	VERB
cet-15671	58	4	based	base	VERB
cet-15671	58	5	on	on	ADP
cet-15671	58	6	cpc	cpc	PROPN
cet-15671	58	7	codes	code	NOUN
cet-15671	58	8	aligned	align	VERB
cet-15671	58	9	with	with	ADP
cet-15671	58	10	climate	climate	NOUN
cet-15671	58	11	-	-	PUNCT
cet-15671	58	12	related	relate	VERB
cet-15671	58	13	technologies	technology	NOUN
cet-15671	58	14	.	.	PUNCT
cet-15671	59	1	this	this	DET
cet-15671	59	2	research	research	NOUN
cet-15671	59	3	includes	include	VERB
cet-15671	59	4	a	a	DET
cet-15671	59	5	comprehensive	comprehensive	ADJ
cet-15671	59	6	set	set	NOUN
cet-15671	59	7	of	of	ADP
cet-15671	59	8	control	control	NOUN
cet-15671	59	9	variables	variable	NOUN
cet-15671	59	10	following	follow	VERB
cet-15671	59	11	established	establish	VERB
cet-15671	59	12	literature	literature	NOUN
cet-15671	59	13	(	(	PUNCT
cet-15671	59	14	kulkov	kulkov	PROPN
cet-15671	59	15	et	et	PROPN
cet-15671	59	16	al	al	PROPN
cet-15671	59	17	.	.	PROPN
cet-15671	59	18	,	,	PUNCT
cet-15671	59	19	2024	2024	NUM
cet-15671	59	20	):	):	PUNCT
cet-15671	59	21	firm	firm	ADJ
cet-15671	59	22	size	size	NOUN
cet-15671	59	23	(	(	PUNCT
cet-15671	59	24	lnassets	lnassets	PROPN
cet-15671	59	25	)	)	PUNCT
cet-15671	59	26	,	,	PUNCT
cet-15671	59	27	profitability	profitability	NOUN
cet-15671	59	28	(	(	PUNCT
cet-15671	59	29	roa	roa	NOUN
cet-15671	59	30	)	)	PUNCT
cet-15671	59	31	,	,	PUNCT
cet-15671	59	32	leverage	leverage	NOUN
cet-15671	59	33	(	(	PUNCT
cet-15671	59	34	lev	lev	NOUN
cet-15671	59	35	)	)	PUNCT
cet-15671	59	36	,	,	PUNCT
cet-15671	59	37	growth	growth	NOUN
cet-15671	59	38	(	(	PUNCT
cet-15671	59	39	sales	sale	NOUN
cet-15671	59	40	growth	growth	NOUN
cet-15671	59	41	rate	rate	NOUN
cet-15671	59	42	)	)	PUNCT
cet-15671	59	43	,	,	PUNCT
cet-15671	59	44	firm	firm	ADJ
cet-15671	59	45	age	age	NOUN
cet-15671	59	46	(	(	PUNCT
cet-15671	59	47	age	age	NOUN
cet-15671	59	48	since	since	SCONJ
cet-15671	59	49	listing	list	VERB
cet-15671	59	50	)	)	PUNCT
cet-15671	59	51	,	,	PUNCT
cet-15671	59	52	board	board	NOUN
cet-15671	59	53	size	size	NOUN
cet-15671	59	54	(	(	PUNCT
cet-15671	59	55	lnboard	lnboard	ADJ
cet-15671	59	56	)	)	PUNCT
cet-15671	59	57	,	,	PUNCT
cet-15671	59	58	firm	firm	ADJ
cet-15671	59	59	-	-	PUNCT
cet-15671	59	60	level	level	NOUN
cet-15671	59	61	and	and	CCONJ
cet-15671	59	62	year	year	NOUN
cet-15671	59	63	fixed	fix	VERB
cet-15671	59	64	effects	effect	NOUN
cet-15671	59	65	.	.	PUNCT
cet-15671	60	1	2.3	2.3	NUM
cet-15671	60	2	econometric	econometric	ADJ
cet-15671	60	3	strategy	strategy	NOUN
cet-15671	60	4	to	to	PART
cet-15671	60	5	examine	examine	VERB
cet-15671	60	6	the	the	DET
cet-15671	60	7	effect	effect	NOUN
cet-15671	60	8	of	of	ADP
cet-15671	60	9	ai	ai	VERB
cet-15671	60	10	adoption	adoption	NOUN
cet-15671	60	11	on	on	ADP
cet-15671	60	12	corporate	corporate	ADJ
cet-15671	60	13	energy	energy	NOUN
cet-15671	60	14	consumption	consumption	NOUN
cet-15671	60	15	,	,	PUNCT
cet-15671	60	16	this	this	DET
cet-15671	60	17	study	study	NOUN
cet-15671	60	18	estimates	estimate	VERB
cet-15671	60	19	the	the	DET
cet-15671	60	20	following	follow	VERB
cet-15671	60	21	baseline	baseline	ADJ
cet-15671	60	22	fixed	fix	VERB
cet-15671	60	23	-	-	PUNCT
cet-15671	60	24	effects	effect	NOUN
cet-15671	60	25	model	model	NOUN
cet-15671	60	26	(	(	PUNCT
cet-15671	60	27	1	1	NUM
cet-15671	60	28	)	)	PUNCT
cet-15671	60	29	.	.	PUNCT
cet-15671	61	1	where	where	SCONJ
cet-15671	61	2	,	,	PUNCT
cet-15671	61	3	𝜇𝑖	𝜇𝑖	ADV
cet-15671	61	4	and	and	CCONJ
cet-15671	61	5	𝜆𝑡	𝜆𝑡	ADP
cet-15671	61	6	capture	capture	NOUN
cet-15671	61	7	firm	firm	ADJ
cet-15671	61	8	and	and	CCONJ
cet-15671	61	9	year	year	NOUN
cet-15671	61	10	fixed	fix	VERB
cet-15671	61	11	effects	effect	NOUN
cet-15671	61	12	,	,	PUNCT
cet-15671	61	13	respectively	respectively	ADV
cet-15671	61	14	,	,	PUNCT
cet-15671	61	15	and	and	CCONJ
cet-15671	61	16	𝐶𝑜𝑛𝑡𝑟𝑜𝑙𝑖,𝑡	𝐶𝑜𝑛𝑡𝑟𝑜𝑙𝑖,𝑡	PROPN
cet-15671	61	17	denotes	denote	VERB
cet-15671	61	18	the	the	DET
cet-15671	61	19	control	control	NOUN
cet-15671	61	20	variables	variable	NOUN
cet-15671	61	21	.	.	PUNCT
cet-15671	62	1	standard	standard	ADJ
cet-15671	62	2	errors	error	NOUN
cet-15671	62	3	are	be	AUX
cet-15671	62	4	clustered	cluster	VERB
cet-15671	62	5	at	at	ADP
cet-15671	62	6	the	the	DET
cet-15671	62	7	firm	firm	ADJ
cet-15671	62	8	level	level	NOUN
cet-15671	62	9	to	to	PART
cet-15671	62	10	adjust	adjust	VERB
cet-15671	62	11	for	for	ADP
cet-15671	62	12	autocorrelation	autocorrelation	NOUN
cet-15671	62	13	and	and	CCONJ
cet-15671	62	14	heteroscedasticity	heteroscedasticity	NOUN
cet-15671	62	15	.	.	PUNCT
cet-15671	63	1	𝑙𝑛_𝐸𝑛𝐶𝑜𝑛𝑠𝑖,𝑡	𝑙𝑛_𝐸𝑛𝐶𝑜𝑛𝑠𝑖,𝑡	PROPN
cet-15671	63	2	=	=	PROPN
cet-15671	63	3	𝛼0	𝛼0	PROPN
cet-15671	63	4	+	+	CCONJ
cet-15671	63	5	𝛼1𝐴𝐼𝑖,𝑡	𝛼1𝐴𝐼𝑖,𝑡	NOUN
cet-15671	63	6	+	+	CCONJ
cet-15671	63	7	𝐶𝑜𝑛𝑡𝑟𝑜𝑙𝑖,𝑡	𝐶𝑜𝑛𝑡𝑟𝑜𝑙𝑖,𝑡	ADJ
cet-15671	63	8	+	+	CCONJ
cet-15671	63	9	𝜇𝑖	𝜇𝑖	ADP
cet-15671	63	10	+	+	NOUN
cet-15671	63	11	𝜆𝑡	𝜆𝑡	VERB
cet-15671	64	1	+	+	CCONJ
cet-15671	64	2	𝜀𝑖,𝑡	𝜀𝑖,𝑡	X
cet-15671	64	3	(	(	PUNCT
cet-15671	64	4	1	1	NUM
cet-15671	64	5	)	)	PUNCT
cet-15671	64	6	to	to	PART
cet-15671	64	7	assess	assess	VERB
cet-15671	64	8	the	the	DET
cet-15671	64	9	mediating	mediate	VERB
cet-15671	64	10	role	role	NOUN
cet-15671	64	11	of	of	ADP
cet-15671	64	12	green	green	ADJ
cet-15671	64	13	innovation	innovation	NOUN
cet-15671	64	14	capability	capability	NOUN
cet-15671	64	15	,	,	PUNCT
cet-15671	64	16	this	this	DET
cet-15671	64	17	study	study	NOUN
cet-15671	64	18	follows	follow	VERB
cet-15671	64	19	a	a	DET
cet-15671	64	20	multi	multi	ADJ
cet-15671	64	21	-	-	ADJ
cet-15671	64	22	step	step	ADJ
cet-15671	64	23	estimation	estimation	NOUN
cet-15671	64	24	procedure	procedure	NOUN
cet-15671	64	25	consistent	consistent	ADJ
cet-15671	64	26	with	with	ADP
cet-15671	64	27	baron	baron	NOUN
cet-15671	64	28	and	and	CCONJ
cet-15671	64	29	kenny	kenny	PROPN
cet-15671	64	30	(	(	PUNCT
cet-15671	64	31	1986	1986	NUM
cet-15671	64	32	)	)	PUNCT
cet-15671	64	33	and	and	CCONJ
cet-15671	64	34	further	far	ADV
cet-15671	64	35	confirms	confirm	VERB
cet-15671	64	36	the	the	DET
cet-15671	64	37	mediation	mediation	NOUN
cet-15671	64	38	pathway	pathway	NOUN
cet-15671	64	39	using	use	VERB
cet-15671	64	40	bootstrapped	bootstrappe	VERB
cet-15671	64	41	indirect	indirect	ADJ
cet-15671	64	42	effects	effect	NOUN
cet-15671	64	43	and	and	CCONJ
cet-15671	64	44	sobel	sobel	NOUN
cet-15671	64	45	tests	test	NOUN
cet-15671	64	46	(	(	PUNCT
cet-15671	64	47	baron	baron	NOUN
cet-15671	64	48	and	and	CCONJ
cet-15671	64	49	kenny	kenny	PROPN
cet-15671	64	50	,	,	PUNCT
cet-15671	64	51	1986	1986	NUM
cet-15671	64	52	)	)	PUNCT
cet-15671	64	53	.	.	PUNCT
cet-15671	65	1	the	the	DET
cet-15671	65	2	first	first	ADJ
cet-15671	65	3	-	-	PUNCT
cet-15671	65	4	stage	stage	NOUN
cet-15671	65	5	model	model	NOUN
cet-15671	65	6	estimates	estimate	VERB
cet-15671	65	7	the	the	DET
cet-15671	65	8	impact	impact	NOUN
cet-15671	65	9	of	of	ADP
cet-15671	65	10	ai	ai	VERB
cet-15671	65	11	on	on	ADP
cet-15671	65	12	green	green	ADJ
cet-15671	65	13	innovation	innovation	NOUN
cet-15671	65	14	:	:	PUNCT
cet-15671	65	15	𝐺𝐼𝑛𝑛𝑜𝑖,𝑡	𝐺𝐼𝑛𝑛𝑜𝑖,𝑡	NOUN
cet-15671	65	16	=	=	SYM
cet-15671	65	17	𝛽0	𝛽0	NOUN
cet-15671	65	18	+	+	CCONJ
cet-15671	65	19	𝛽1𝐴𝐼𝑖,𝑡	𝛽1𝐴𝐼𝑖,𝑡	VERB
cet-15671	65	20	+	+	CCONJ
cet-15671	65	21	𝐶𝑜𝑛𝑡𝑟𝑜𝑙𝑖,𝑡	𝐶𝑜𝑛𝑡𝑟𝑜𝑙𝑖,𝑡	ADJ
cet-15671	65	22	+	+	CCONJ
cet-15671	65	23	𝜇𝑖	𝜇𝑖	ADP
cet-15671	65	24	+	+	CCONJ
cet-15671	65	25	𝜆𝑡	𝜆𝑡	ADP
cet-15671	65	26	+	+	CCONJ
cet-15671	65	27	𝜈𝑖𝑡	𝜈𝑖𝑡	PROPN
cet-15671	65	28	(	(	PUNCT
cet-15671	65	29	2	2	NUM
cet-15671	65	30	)	)	PUNCT
cet-15671	65	31	the	the	DET
cet-15671	65	32	second	second	ADJ
cet-15671	65	33	-	-	PUNCT
cet-15671	65	34	stage	stage	NOUN
cet-15671	65	35	model	model	NOUN
cet-15671	65	36	assesses	assess	VERB
cet-15671	65	37	the	the	DET
cet-15671	65	38	joint	joint	ADJ
cet-15671	65	39	impact	impact	NOUN
cet-15671	65	40	of	of	ADP
cet-15671	65	41	ai	ai	NOUN
cet-15671	65	42	and	and	CCONJ
cet-15671	65	43	green	green	ADJ
cet-15671	65	44	innovation	innovation	NOUN
cet-15671	65	45	on	on	ADP
cet-15671	65	46	energy	energy	NOUN
cet-15671	65	47	consumption	consumption	NOUN
cet-15671	65	48	:	:	PUNCT
cet-15671	65	49	𝐸𝑛𝐶𝑜𝑛𝑠𝑖,𝑡	𝐸𝑛𝐶𝑜𝑛𝑠𝑖,𝑡	PROPN
cet-15671	65	50	=	=	SYM
cet-15671	65	51	𝜃0	𝜃0	ADP
cet-15671	65	52	+	+	NUM
cet-15671	65	53	𝜃1𝐴𝐼𝑖,𝑡	𝜃1𝐴𝐼𝑖,𝑡	NOUN
cet-15671	65	54	+	+	CCONJ
cet-15671	65	55	𝜃2𝐺𝐼𝑛𝑛𝑜𝑖,𝑡	𝜃2𝐺𝐼𝑛𝑛𝑜𝑖,𝑡	PROPN
cet-15671	65	56	+	+	CCONJ
cet-15671	65	57	𝐶𝑜𝑛𝑡𝑟𝑜𝑙𝑖,𝑡	𝐶𝑜𝑛𝑡𝑟𝑜𝑙𝑖,𝑡	X
cet-15671	66	1	+	+	CCONJ
cet-15671	66	2	𝜇𝑖	𝜇𝑖	ADP
cet-15671	66	3	+	+	CCONJ
cet-15671	66	4	𝜆𝑡	𝜆𝑡	ADP
cet-15671	66	5	+	+	NUM
cet-15671	66	6	𝜉𝑖𝑡	𝜉𝑖𝑡	PROPN
cet-15671	66	7	(	(	PUNCT
cet-15671	66	8	3	3	NUM
cet-15671	66	9	)	)	PUNCT
cet-15671	66	10	if	if	SCONJ
cet-15671	66	11	𝛽1	𝛽1	NOUN
cet-15671	66	12	and	and	CCONJ
cet-15671	66	13	𝜃2	𝜃2	NOUN
cet-15671	66	14	are	be	AUX
cet-15671	66	15	significant	significant	ADJ
cet-15671	66	16	,	,	PUNCT
cet-15671	66	17	the	the	DET
cet-15671	66	18	coefficient	coefficient	NOUN
cet-15671	66	19	𝜃1	𝜃1	NOUN
cet-15671	66	20	is	be	AUX
cet-15671	66	21	reduced	reduce	VERB
cet-15671	66	22	in	in	ADP
cet-15671	66	23	magnitude	magnitude	NOUN
cet-15671	66	24	compared	compare	VERB
cet-15671	66	25	to	to	ADP
cet-15671	66	26	the	the	DET
cet-15671	66	27	main	main	ADJ
cet-15671	66	28	effect	effect	NOUN
cet-15671	66	29	model	model	NOUN
cet-15671	66	30	,	,	PUNCT
cet-15671	66	31	the	the	DET
cet-15671	66	32	indirect	indirect	ADJ
cet-15671	66	33	effect	effect	NOUN
cet-15671	66	34	𝛽1	𝛽1	NOUN
cet-15671	66	35	∗	∗	NOUN
cet-15671	66	36	𝜃2	𝜃2	PROPN
cet-15671	66	37	is	be	AUX
cet-15671	66	38	statistically	statistically	ADV
cet-15671	66	39	significant	significant	ADJ
cet-15671	66	40	based	base	VERB
cet-15671	66	41	on	on	ADP
cet-15671	66	42	bootstrapping	bootstrappe	VERB
cet-15671	66	43	or	or	CCONJ
cet-15671	66	44	sobel	sobel	PROPN
cet-15671	66	45	statistics	statistic	NOUN
cet-15671	66	46	.	.	PUNCT
cet-15671	67	1	this	this	DET
cet-15671	67	2	study	study	NOUN
cet-15671	67	3	further	far	ADV
cet-15671	67	4	explores	explore	VERB
cet-15671	67	5	heterogeneity	heterogeneity	NOUN
cet-15671	67	6	by	by	ADP
cet-15671	67	7	examining	examine	VERB
cet-15671	67	8	whether	whether	SCONJ
cet-15671	67	9	the	the	DET
cet-15671	67	10	impact	impact	NOUN
cet-15671	67	11	of	of	ADP
cet-15671	67	12	ai	ai	ADJ
cet-15671	67	13	adoption	adoption	NOUN
cet-15671	67	14	varies	vary	VERB
cet-15671	67	15	across	across	ADP
cet-15671	67	16	different	different	ADJ
cet-15671	67	17	firm	firm	ADJ
cet-15671	67	18	contexts	contexts	NOUN
cet-15671	67	19	.	.	PUNCT
cet-15671	68	1	the	the	DET
cet-15671	68	2	sample	sample	NOUN
cet-15671	68	3	is	be	AUX
cet-15671	68	4	divided	divide	VERB
cet-15671	68	5	into	into	ADP
cet-15671	68	6	subgroups	subgroup	NOUN
cet-15671	68	7	based	base	VERB
cet-15671	68	8	on	on	ADP
cet-15671	68	9	firm	firm	ADJ
cet-15671	68	10	size	size	NOUN
cet-15671	68	11	(	(	PUNCT
cet-15671	68	12	large	large	ADJ
cet-15671	68	13	vs.	vs.	X
cet-15671	68	14	small	small	ADJ
cet-15671	68	15	)	)	PUNCT
cet-15671	68	16	,	,	PUNCT
cet-15671	68	17	ownership	ownership	NOUN
cet-15671	68	18	type	type	NOUN
cet-15671	68	19	(	(	PUNCT
cet-15671	68	20	soes	soe	NOUN
cet-15671	68	21	vs.	vs.	CCONJ
cet-15671	68	22	non	non	ADJ
cet-15671	68	23	-	-	NOUN
cet-15671	68	24	soes	soe	NOUN
cet-15671	68	25	)	)	PUNCT
cet-15671	68	26	,	,	PUNCT
cet-15671	68	27	industry	industry	NOUN
cet-15671	68	28	energy	energy	NOUN
cet-15671	68	29	intensity	intensity	NOUN
cet-15671	68	30	(	(	PUNCT
cet-15671	68	31	high	high	ADJ
cet-15671	68	32	vs.	vs.	X
cet-15671	68	33	low	low	ADJ
cet-15671	68	34	,	,	PUNCT
cet-15671	68	35	per	per	ADP
cet-15671	68	36	nea	nea	PROPN
cet-15671	68	37	classification	classification	PROPN
cet-15671	68	38	)	)	PUNCT
cet-15671	68	39	,	,	PUNCT
cet-15671	68	40	and	and	CCONJ
cet-15671	68	41	regional	regional	ADJ
cet-15671	68	42	digital	digital	ADJ
cet-15671	68	43	development	development	NOUN
cet-15671	68	44	(	(	PUNCT
cet-15671	68	45	high	high	ADJ
cet-15671	68	46	vs.	vs.	ADP
cet-15671	68	47	low	low	ADJ
cet-15671	68	48	digital	digital	ADJ
cet-15671	68	49	index	index	NOUN
cet-15671	68	50	)	)	PUNCT
cet-15671	68	51	.	.	PUNCT
cet-15671	69	1	separate	separate	ADJ
cet-15671	69	2	regressions	regression	NOUN
cet-15671	69	3	are	be	AUX
cet-15671	69	4	conducted	conduct	VERB
cet-15671	69	5	for	for	SCONJ
cet-15671	69	6	each	each	DET
cet-15671	69	7	subgroup	subgroup	NOUN
cet-15671	69	8	to	to	PART
cet-15671	69	9	assess	assess	VERB
cet-15671	69	10	variation	variation	NOUN
cet-15671	69	11	in	in	ADP
cet-15671	69	12	ai	ai	PROPN
cet-15671	69	13	’s	’s	PART
cet-15671	69	14	effectiveness	effectiveness	NOUN
cet-15671	69	15	across	across	ADP
cet-15671	69	16	institutional	institutional	ADJ
cet-15671	69	17	and	and	CCONJ
cet-15671	69	18	structural	structural	ADJ
cet-15671	69	19	dimensions	dimension	NOUN
cet-15671	69	20	.	.	PUNCT
cet-15671	70	1	3	3	X
cet-15671	70	2	.	.	X
cet-15671	70	3	empirical	empirical	ADJ
cet-15671	70	4	results	result	NOUN
cet-15671	70	5	3.1	3.1	NUM
cet-15671	70	6	descriptive	descriptive	ADJ
cet-15671	70	7	statistics	statistic	NOUN
cet-15671	70	8	and	and	CCONJ
cet-15671	70	9	correlation	correlation	NOUN
cet-15671	70	10	analysis	analysis	NOUN
cet-15671	70	11	table	table	NOUN
cet-15671	70	12	1	1	NUM
cet-15671	70	13	presents	present	NOUN
cet-15671	70	14	summary	summary	NOUN
cet-15671	70	15	statistics	statistic	NOUN
cet-15671	70	16	for	for	ADP
cet-15671	70	17	key	key	ADJ
cet-15671	70	18	variables	variable	NOUN
cet-15671	70	19	.	.	PUNCT
cet-15671	71	1	the	the	DET
cet-15671	71	2	dependent	dependent	ADJ
cet-15671	71	3	variable	variable	ADJ
cet-15671	71	4	,	,	PUNCT
cet-15671	71	5	firm	firm	ADJ
cet-15671	71	6	-	-	PUNCT
cet-15671	71	7	level	level	NOUN
cet-15671	71	8	energy	energy	NOUN
cet-15671	71	9	consumption	consumption	NOUN
cet-15671	71	10	(	(	PUNCT
cet-15671	71	11	encons	encon	NOUN
cet-15671	71	12	)	)	PUNCT
cet-15671	71	13	,	,	PUNCT
cet-15671	71	14	averages	average	VERB
cet-15671	71	15	1,512	1,512	NUM
cet-15671	71	16	kgce	kgce	NOUN
cet-15671	71	17	with	with	ADP
cet-15671	71	18	a	a	DET
cet-15671	71	19	standard	standard	ADJ
cet-15671	71	20	deviation	deviation	NOUN
cet-15671	71	21	of	of	ADP
cet-15671	71	22	300.6	300.6	NUM
cet-15671	71	23	,	,	PUNCT
cet-15671	71	24	indicating	indicate	VERB
cet-15671	71	25	substantial	substantial	ADJ
cet-15671	71	26	variation	variation	NOUN
cet-15671	71	27	across	across	ADP
cet-15671	71	28	firms	firm	NOUN
cet-15671	71	29	.	.	PUNCT
cet-15671	72	1	the	the	DET
cet-15671	72	2	ai	ai	PROPN
cet-15671	72	3	adoption	adoption	NOUN
cet-15671	72	4	index	index	NOUN
cet-15671	72	5	has	have	VERB
cet-15671	72	6	a	a	DET
cet-15671	72	7	mean	mean	NOUN
cet-15671	72	8	of	of	ADP
cet-15671	72	9	0.837	0.837	NUM
cet-15671	72	10	but	but	CCONJ
cet-15671	72	11	a	a	DET
cet-15671	72	12	median	median	NOUN
cet-15671	72	13	of	of	ADP
cet-15671	72	14	0	0	NUM
cet-15671	72	15	,	,	PUNCT
cet-15671	72	16	highlighting	highlight	VERB
cet-15671	72	17	a	a	DET
cet-15671	72	18	skewed	skewed	ADJ
cet-15671	72	19	distribution	distribution	NOUN
cet-15671	72	20	—	—	PUNCT
cet-15671	72	21	most	most	ADJ
cet-15671	72	22	firms	firm	NOUN
cet-15671	72	23	show	show	VERB
cet-15671	72	24	minimal	minimal	ADJ
cet-15671	72	25	engagement	engagement	NOUN
cet-15671	72	26	,	,	PUNCT
cet-15671	72	27	while	while	SCONJ
cet-15671	72	28	a	a	DET
cet-15671	72	29	smaller	small	ADJ
cet-15671	72	30	subset	subset	NOUN
cet-15671	72	31	demonstrates	demonstrate	VERB
cet-15671	72	32	intensive	intensive	ADJ
cet-15671	72	33	ai	ai	NOUN
cet-15671	72	34	activity	activity	NOUN
cet-15671	72	35	.	.	PUNCT
cet-15671	73	1	this	this	DET
cet-15671	73	2	skewness	skewness	NOUN
cet-15671	73	3	reflects	reflect	VERB
cet-15671	73	4	the	the	DET
cet-15671	73	5	uneven	uneven	ADJ
cet-15671	73	6	diffusion	diffusion	NOUN
cet-15671	73	7	of	of	ADP
cet-15671	73	8	emerging	emerge	VERB
cet-15671	73	9	technologies	technology	NOUN
cet-15671	73	10	and	and	CCONJ
cet-15671	73	11	motivates	motivate	VERB
cet-15671	73	12	later	later	ADV
cet-15671	73	13	heterogeneity	heterogeneity	NOUN
cet-15671	73	14	analysis	analysis	NOUN
cet-15671	73	15	.	.	PUNCT
cet-15671	74	1	firm	firm	ADJ
cet-15671	74	2	size	size	NOUN
cet-15671	74	3	(	(	PUNCT
cet-15671	74	4	log	log	NOUN
cet-15671	74	5	of	of	ADP
cet-15671	74	6	assets	asset	NOUN
cet-15671	74	7	)	)	PUNCT
cet-15671	74	8	centres	centre	NOUN
cet-15671	74	9	around	around	ADP
cet-15671	74	10	22.17	22.17	NUM
cet-15671	74	11	,	,	PUNCT
cet-15671	74	12	indicating	indicate	VERB
cet-15671	74	13	the	the	DET
cet-15671	74	14	sample	sample	NOUN
cet-15671	74	15	is	be	AUX
cet-15671	74	16	composed	compose	VERB
cet-15671	74	17	mainly	mainly	ADV
cet-15671	74	18	of	of	ADP
cet-15671	74	19	large	large	ADJ
cet-15671	74	20	firms	firm	NOUN
cet-15671	74	21	.	.	PUNCT
cet-15671	75	1	other	other	ADJ
cet-15671	75	2	control	control	NOUN
cet-15671	75	3	variables	variable	NOUN
cet-15671	75	4	,	,	PUNCT
cet-15671	75	5	including	include	VERB
cet-15671	75	6	profitability	profitability	NOUN
cet-15671	75	7	(	(	PUNCT
cet-15671	75	8	roa	roa	NOUN
cet-15671	75	9	:	:	PUNCT
cet-15671	75	10	mean	mean	VERB
cet-15671	75	11	4.25	4.25	NUM
cet-15671	75	12	%	%	NOUN
cet-15671	75	13	)	)	PUNCT
cet-15671	75	14	,	,	PUNCT
cet-15671	75	15	leverage	leverage	NOUN
cet-15671	75	16	(	(	PUNCT
cet-15671	75	17	41.3	41.3	NUM
cet-15671	75	18	%	%	NOUN
cet-15671	75	19	)	)	PUNCT
cet-15671	75	20	,	,	PUNCT
cet-15671	75	21	growth	growth	NOUN
cet-15671	75	22	,	,	PUNCT
cet-15671	75	23	board	board	NOUN
cet-15671	75	24	size	size	NOUN
cet-15671	75	25	,	,	PUNCT
cet-15671	75	26	and	and	CCONJ
cet-15671	75	27	firm	firm	ADJ
cet-15671	75	28	age	age	NOUN
cet-15671	75	29	,	,	PUNCT
cet-15671	75	30	show	show	VERB
cet-15671	75	31	distributions	distribution	NOUN
cet-15671	75	32	consistent	consistent	ADJ
cet-15671	75	33	with	with	ADP
cet-15671	75	34	financial	financial	ADJ
cet-15671	75	35	norms	norm	NOUN
cet-15671	75	36	and	and	CCONJ
cet-15671	75	37	prior	prior	ADJ
cet-15671	75	38	literature	literature	NOUN
cet-15671	75	39	.	.	PUNCT
cet-15671	76	1	no	no	DET
cet-15671	76	2	extreme	extreme	ADJ
cet-15671	76	3	outliers	outlier	NOUN
cet-15671	76	4	are	be	AUX
cet-15671	76	5	observed	observe	VERB
cet-15671	76	6	,	,	PUNCT
cet-15671	76	7	and	and	CCONJ
cet-15671	76	8	the	the	DET
cet-15671	76	9	variation	variation	NOUN
cet-15671	76	10	is	be	AUX
cet-15671	76	11	sufficient	sufficient	ADJ
cet-15671	76	12	to	to	PART
cet-15671	76	13	support	support	VERB
cet-15671	76	14	regression	regression	NOUN
cet-15671	76	15	-	-	PUNCT
cet-15671	76	16	based	base	VERB
cet-15671	76	17	inference	inference	NOUN
cet-15671	76	18	.	.	PUNCT
cet-15671	77	1	table	table	NOUN
cet-15671	77	2	1	1	NUM
cet-15671	77	3	:	:	PUNCT
cet-15671	77	4	descriptive	descriptive	ADJ
cet-15671	77	5	statistics	statistic	NOUN
cet-15671	77	6	of	of	ADP
cet-15671	77	7	key	key	ADJ
cet-15671	77	8	variables	variable	NOUN
cet-15671	77	9	variable	variable	NOUN
cet-15671	78	1	n	n	PRON
cet-15671	78	2	mean	mean	VERB
cet-15671	78	3	sd	sd	ADP
cet-15671	78	4	min	min	PROPN
cet-15671	78	5	p50	p50	NOUN
cet-15671	78	6	max	max	PROPN
cet-15671	78	7	encons	encon	NOUN
cet-15671	78	8	32,967	32,967	NUM
cet-15671	78	9	1,512	1,512	NUM
cet-15671	78	10	300.6	300.6	NUM
cet-15671	78	11	874.1	874.1	NUM
cet-15671	78	12	1,545	1,545	NUM
cet-15671	78	13	2,097	2,097	NUM
cet-15671	78	14	ai	ai	VERB
cet-15671	78	15	36,353	36,353	NUM
cet-15671	78	16	0.837	0.837	NUM
cet-15671	78	17	1.179	1.179	NUM
cet-15671	78	18	0	0	NUM
cet-15671	78	19	0	0	NUM
cet-15671	79	1	4.860	4.860	NUM
cet-15671	80	1	size	size	NOUN
cet-15671	80	2	36,415	36,415	NUM
cet-15671	80	3	22.17	22.17	NUM
cet-15671	80	4	1.297	1.297	NUM
cet-15671	80	5	19.68	19.68	NUM
cet-15671	80	6	21.98	21.98	NUM
cet-15671	80	7	26.09	26.09	NUM
cet-15671	80	8	roa	roa	NOUN
cet-15671	80	9	36,414	36,414	NUM
cet-15671	80	10	0.0425	0.0425	NUM
cet-15671	80	11	0.0650	0.0650	NUM
cet-15671	80	12	-0.221	-0.221	PUNCT
cet-15671	80	13	0.0411	0.0411	NUM
cet-15671	80	14	0.216	0.216	NUM
cet-15671	80	15	lev	lev	NOUN
cet-15671	80	16	36,415	36,415	NUM
cet-15671	80	17	0.413	0.413	NUM
cet-15671	80	18	0.207	0.207	NUM
cet-15671	80	19	0.0521	0.0521	NUM
cet-15671	80	20	0.402	0.402	NUM
cet-15671	80	21	0.894	0.894	NUM
cet-15671	80	22	growth	growth	NOUN
cet-15671	80	23	36,395	36,395	NUM
cet-15671	80	24	0.159	0.159	NUM
cet-15671	80	25	0.374	0.374	NUM
cet-15671	80	26	-0.573	-0.573	NOUN
cet-15671	80	27	0.103	0.103	NUM
cet-15671	80	28	2.213	2.213	NUM
cet-15671	80	29	board	board	NOUN
cet-15671	80	30	36,374	36,374	NUM
cet-15671	80	31	2.118	2.118	NUM
cet-15671	80	32	0.198	0.198	NUM
cet-15671	80	33	1.609	1.609	NUM
cet-15671	80	34	2.197	2.197	NUM
cet-15671	80	35	2.708	2.708	NUM
cet-15671	80	36	firmage	firmage	NOUN
cet-15671	80	37	36,415	36,415	NUM
cet-15671	80	38	2.916	2.916	NUM
cet-15671	80	39	0.338	0.338	NUM
cet-15671	80	40	1.386	1.386	NUM
cet-15671	80	41	2.944	2.944	NUM
cet-15671	80	42	3.526	3.526	NUM
cet-15671	80	43	273	273	NUM
cet-15671	80	44	in	in	ADP
cet-15671	80	45	support	support	NOUN
cet-15671	80	46	of	of	ADP
cet-15671	80	47	the	the	DET
cet-15671	80	48	model	model	NOUN
cet-15671	80	49	's	's	PART
cet-15671	80	50	empirical	empirical	ADJ
cet-15671	80	51	validity	validity	NOUN
cet-15671	80	52	,	,	PUNCT
cet-15671	80	53	this	this	DET
cet-15671	80	54	research	research	NOUN
cet-15671	80	55	conducts	conduct	VERB
cet-15671	80	56	preliminary	preliminary	ADJ
cet-15671	80	57	correlation	correlation	NOUN
cet-15671	80	58	and	and	CCONJ
cet-15671	80	59	multicollinearity	multicollinearity	NOUN
cet-15671	80	60	diagnostics	diagnostic	NOUN
cet-15671	80	61	.	.	PUNCT
cet-15671	81	1	pairwise	pairwise	NOUN
cet-15671	81	2	correlations	correlation	NOUN
cet-15671	81	3	(	(	PUNCT
cet-15671	81	4	table	table	NOUN
cet-15671	81	5	2	2	NUM
cet-15671	81	6	)	)	PUNCT
cet-15671	81	7	reveal	reveal	VERB
cet-15671	81	8	that	that	PRON
cet-15671	81	9	ai	ai	VERB
cet-15671	81	10	adoption	adoption	NOUN
cet-15671	81	11	is	be	AUX
cet-15671	81	12	negatively	negatively	ADV
cet-15671	81	13	associated	associate	VERB
cet-15671	81	14	with	with	ADP
cet-15671	81	15	energy	energy	NOUN
cet-15671	81	16	consumption	consumption	NOUN
cet-15671	81	17	and	and	CCONJ
cet-15671	81	18	positively	positively	ADV
cet-15671	81	19	correlated	correlate	VERB
cet-15671	81	20	with	with	ADP
cet-15671	81	21	green	green	ADJ
cet-15671	81	22	innovation	innovation	NOUN
cet-15671	81	23	,	,	PUNCT
cet-15671	81	24	consistent	consistent	ADJ
cet-15671	81	25	with	with	ADP
cet-15671	81	26	the	the	DET
cet-15671	81	27	hypothesized	hypothesized	ADJ
cet-15671	81	28	direction	direction	NOUN
cet-15671	81	29	of	of	ADP
cet-15671	81	30	effects	effect	NOUN
cet-15671	81	31	.	.	PUNCT
cet-15671	82	1	these	these	DET
cet-15671	82	2	relationships	relationship	NOUN
cet-15671	82	3	are	be	AUX
cet-15671	82	4	moderate	moderate	ADJ
cet-15671	82	5	in	in	ADP
cet-15671	82	6	strength	strength	NOUN
cet-15671	82	7	and	and	CCONJ
cet-15671	82	8	align	align	VERB
cet-15671	82	9	with	with	ADP
cet-15671	82	10	theoretical	theoretical	ADJ
cet-15671	82	11	expectations	expectation	NOUN
cet-15671	82	12	regarding	regard	VERB
cet-15671	82	13	the	the	DET
cet-15671	82	14	dual	dual	ADJ
cet-15671	82	15	environmental	environmental	ADJ
cet-15671	82	16	and	and	CCONJ
cet-15671	82	17	innovation	innovation	NOUN
cet-15671	82	18	roles	role	NOUN
cet-15671	82	19	of	of	ADP
cet-15671	82	20	ai	ai	NOUN
cet-15671	82	21	.	.	PUNCT
cet-15671	83	1	to	to	PART
cet-15671	83	2	assess	assess	VERB
cet-15671	83	3	potential	potential	ADJ
cet-15671	83	4	multicollinearity	multicollinearity	NOUN
cet-15671	83	5	,	,	PUNCT
cet-15671	83	6	this	this	DET
cet-15671	83	7	research	research	NOUN
cet-15671	83	8	further	far	ADV
cet-15671	83	9	calculates	calculate	VERB
cet-15671	83	10	variance	variance	NOUN
cet-15671	83	11	inflation	inflation	NOUN
cet-15671	83	12	factors	factor	NOUN
cet-15671	83	13	(	(	PUNCT
cet-15671	83	14	vifs	vifs	PROPN
cet-15671	83	15	)	)	PUNCT
cet-15671	83	16	for	for	ADP
cet-15671	83	17	all	all	DET
cet-15671	83	18	independent	independent	ADJ
cet-15671	83	19	variables	variable	NOUN
cet-15671	83	20	.	.	PUNCT
cet-15671	84	1	as	as	SCONJ
cet-15671	84	2	shown	show	VERB
cet-15671	84	3	in	in	ADP
cet-15671	84	4	table	table	NOUN
cet-15671	84	5	2	2	NUM
cet-15671	84	6	,	,	PUNCT
cet-15671	84	7	all	all	DET
cet-15671	84	8	vif	vif	NOUN
cet-15671	84	9	values	value	NOUN
cet-15671	84	10	are	be	AUX
cet-15671	84	11	well	well	ADV
cet-15671	84	12	below	below	ADP
cet-15671	84	13	the	the	DET
cet-15671	84	14	conventional	conventional	ADJ
cet-15671	84	15	threshold	threshold	NOUN
cet-15671	84	16	of	of	ADP
cet-15671	84	17	10	10	NUM
cet-15671	84	18	,	,	PUNCT
cet-15671	84	19	with	with	ADP
cet-15671	84	20	most	most	ADJ
cet-15671	84	21	values	value	NOUN
cet-15671	84	22	under	under	ADP
cet-15671	84	23	2.0	2.0	NUM
cet-15671	84	24	,	,	PUNCT
cet-15671	84	25	indicating	indicate	VERB
cet-15671	84	26	that	that	SCONJ
cet-15671	84	27	no	no	DET
cet-15671	84	28	severe	severe	ADJ
cet-15671	84	29	multicollinearity	multicollinearity	NOUN
cet-15671	84	30	exists	exist	VERB
cet-15671	84	31	among	among	ADP
cet-15671	84	32	the	the	DET
cet-15671	84	33	covariates	covariate	NOUN
cet-15671	84	34	.	.	PUNCT
cet-15671	85	1	these	these	DET
cet-15671	85	2	diagnostics	diagnostic	NOUN
cet-15671	85	3	confirm	confirm	VERB
cet-15671	85	4	the	the	DET
cet-15671	85	5	appropriateness	appropriateness	NOUN
cet-15671	85	6	of	of	ADP
cet-15671	85	7	the	the	DET
cet-15671	85	8	regression	regression	NOUN
cet-15671	85	9	model	model	NOUN
cet-15671	85	10	specifications	specification	NOUN
cet-15671	85	11	and	and	CCONJ
cet-15671	85	12	enhance	enhance	VERB
cet-15671	85	13	confidence	confidence	NOUN
cet-15671	85	14	in	in	ADP
cet-15671	85	15	the	the	DET
cet-15671	85	16	estimation	estimation	NOUN
cet-15671	85	17	results	result	NOUN
cet-15671	85	18	.	.	PUNCT
cet-15671	86	1	table	table	NOUN
cet-15671	86	2	2	2	NUM
cet-15671	86	3	:	:	PUNCT
cet-15671	86	4	multicollinearity	multicollinearity	NOUN
cet-15671	86	5	test	test	NOUN
cet-15671	86	6	pairwise	pairwise	NOUN
cet-15671	86	7	correlation	correlation	NOUN
cet-15671	86	8	matrix	matrix	NOUN
cet-15671	86	9	vifs	vif	NOUN
cet-15671	86	10	test	test	NOUN
cet-15671	86	11	encons	encon	NOUN
cet-15671	86	12	ai	ai	VERB
cet-15671	86	13	size	size	NOUN
cet-15671	86	14	roa	roa	PROPN
cet-15671	86	15	lev	lev	PROPN
cet-15671	86	16	growth	growth	PROPN
cet-15671	86	17	board	board	PROPN
cet-15671	86	18	firmage	firmage	NOUN
cet-15671	86	19	vif	vif	NOUN
cet-15671	86	20	1	1	NUM
cet-15671	86	21	/	/	SYM
cet-15671	86	22	vif	vif	NOUN
cet-15671	86	23	encons	encon	NOUN
cet-15671	86	24	0.310	0.310	NOUN
cet-15671	86	25	*	*	PUNCT
cet-15671	86	26	*	*	PUNCT
cet-15671	86	27	*	*	PUNCT
cet-15671	86	28	0.130	0.130	NUM
cet-15671	86	29	*	*	PUNCT
cet-15671	86	30	*	*	PUNCT
cet-15671	86	31	*	*	PUNCT
cet-15671	86	32	-0.029	-0.029	NOUN
cet-15671	86	33	*	*	PUNCT
cet-15671	86	34	*	*	PUNCT
cet-15671	86	35	*	*	PUNCT
cet-15671	86	36	-0.019	-0.019	PUNCT
cet-15671	86	37	*	*	PUNCT
cet-15671	86	38	*	*	PUNCT
cet-15671	86	39	*	*	PUNCT
cet-15671	87	1	-0.041	-0.041	PUNCT
cet-15671	88	1	*	*	PUNCT
cet-15671	88	2	*	*	PUNCT
cet-15671	88	3	*	*	PUNCT
cet-15671	88	4	-0.141	-0.141	PUNCT
cet-15671	88	5	*	*	PUNCT
cet-15671	88	6	*	*	PUNCT
cet-15671	88	7	*	*	NOUN
cet-15671	88	8	0.431	0.431	NUM
cet-15671	88	9	*	*	PUNCT
cet-15671	88	10	*	*	PUNCT
cet-15671	88	11	*	*	PUNCT
cet-15671	88	12	—	—	PUNCT
cet-15671	88	13	—	—	PUNCT
cet-15671	88	14	ai	ai	VERB
cet-15671	88	15	0.281	0.281	NUM
cet-15671	88	16	*	*	PUNCT
cet-15671	88	17	*	*	PUNCT
cet-15671	88	18	*	*	PUNCT
cet-15671	88	19	0.027	0.027	NUM
cet-15671	88	20	*	*	PUNCT
cet-15671	88	21	*	*	PUNCT
cet-15671	88	22	*	*	PUNCT
cet-15671	88	23	0.033	0.033	NUM
cet-15671	88	24	*	*	PUNCT
cet-15671	88	25	*	*	PUNCT
cet-15671	88	26	*	*	PUNCT
cet-15671	88	27	-0.066	-0.066	PROPN
cet-15671	88	28	*	*	PUNCT
cet-15671	88	29	*	*	PUNCT
cet-15671	88	30	*	*	PUNCT
cet-15671	88	31	0.042	0.042	NUM
cet-15671	88	32	*	*	PUNCT
cet-15671	88	33	*	*	PUNCT
cet-15671	88	34	*	*	PUNCT
cet-15671	88	35	-0.110	-0.110	NOUN
cet-15671	88	36	*	*	PUNCT
cet-15671	88	37	*	*	PUNCT
cet-15671	88	38	*	*	PUNCT
cet-15671	88	39	0.073	0.073	NUM
cet-15671	88	40	*	*	PUNCT
cet-15671	88	41	*	*	PUNCT
cet-15671	88	42	*	*	PUNCT
cet-15671	88	43	1.040	1.040	NUM
cet-15671	88	44	0.966	0.966	NUM
cet-15671	88	45	size	size	NOUN
cet-15671	88	46	0.131	0.131	NUM
cet-15671	88	47	*	*	PUNCT
cet-15671	88	48	*	*	PUNCT
cet-15671	88	49	*	*	PUNCT
cet-15671	88	50	0.003	0.003	NUM
cet-15671	88	51	-0.031	-0.031	NOUN
cet-15671	88	52	*	*	PUNCT
cet-15671	88	53	*	*	PUNCT
cet-15671	88	54	*	*	PUNCT
cet-15671	88	55	0.495	0.495	NUM
cet-15671	88	56	*	*	PUNCT
cet-15671	88	57	*	*	PUNCT
cet-15671	88	58	*	*	PUNCT
cet-15671	88	59	0.042	0.042	NUM
cet-15671	88	60	*	*	PUNCT
cet-15671	88	61	*	*	PUNCT
cet-15671	88	62	*	*	PUNCT
cet-15671	88	63	0.245	0.245	NUM
cet-15671	88	64	*	*	PUNCT
cet-15671	88	65	*	*	PUNCT
cet-15671	88	66	*	*	PUNCT
cet-15671	88	67	0.204	0.204	NUM
cet-15671	88	68	*	*	PUNCT
cet-15671	88	69	*	*	PUNCT
cet-15671	88	70	*	*	PUNCT
cet-15671	88	71	1.500	1.500	NUM
cet-15671	88	72	0.667	0.667	NUM
cet-15671	88	73	roa	roa	NOUN
cet-15671	88	74	-0.054	-0.054	NOUN
cet-15671	88	75	*	*	PUNCT
cet-15671	88	76	*	*	PUNCT
cet-15671	88	77	*	*	PUNCT
cet-15671	88	78	-0.016	-0.016	PUNCT
cet-15671	88	79	*	*	PUNCT
cet-15671	88	80	*	*	PUNCT
cet-15671	88	81	*	*	PUNCT
cet-15671	88	82	0.027	0.027	NUM
cet-15671	88	83	*	*	PUNCT
cet-15671	88	84	*	*	PUNCT
cet-15671	88	85	*	*	PUNCT
cet-15671	88	86	-0.404	-0.404	X
cet-15671	88	87	*	*	PUNCT
cet-15671	88	88	*	*	PUNCT
cet-15671	88	89	*	*	PUNCT
cet-15671	88	90	0.358	0.358	NUM
cet-15671	88	91	*	*	PUNCT
cet-15671	88	92	*	*	PUNCT
cet-15671	88	93	*	*	PUNCT
cet-15671	88	94	-0.004	-0.004	PUNCT
cet-15671	88	95	-0.110	-0.110	NOUN
cet-15671	88	96	*	*	PUNCT
cet-15671	88	97	*	*	PUNCT
cet-15671	88	98	*	*	PUNCT
cet-15671	88	99	1.360	1.360	NUM
cet-15671	88	100	0.737	0.737	NUM
cet-15671	88	101	lev	lev	NOUN
cet-15671	88	102	-0.026	-0.026	NOUN
cet-15671	88	103	*	*	PUNCT
cet-15671	88	104	*	*	PUNCT
cet-15671	88	105	*	*	PUNCT
cet-15671	88	106	-0.086	-0.086	PUNCT
cet-15671	88	107	*	*	PUNCT
cet-15671	88	108	*	*	PUNCT
cet-15671	88	109	*	*	PUNCT
cet-15671	88	110	0.487	0.487	PRON
cet-15671	88	111	*	*	PUNCT
cet-15671	88	112	*	*	PUNCT
cet-15671	88	113	*	*	PUNCT
cet-15671	88	114	-0.362	-0.362	PROPN
cet-15671	88	115	*	*	PUNCT
cet-15671	88	116	*	*	PUNCT
cet-15671	88	117	*	*	PUNCT
cet-15671	88	118	-0.001	-0.001	PUNCT
cet-15671	89	1	0.134	0.134	NUM
cet-15671	89	2	*	*	PUNCT
cet-15671	89	3	*	*	PUNCT
cet-15671	89	4	*	*	PUNCT
cet-15671	89	5	0.155	0.155	NUM
cet-15671	89	6	*	*	NOUN
cet-15671	89	7	*	*	PUNCT
cet-15671	89	8	*	*	PUNCT
cet-15671	89	9	1.670	1.670	NUM
cet-15671	89	10	0.599	0.599	NUM
cet-15671	89	11	growth	growth	NOUN
cet-15671	89	12	-0.033	-0.033	ADJ
cet-15671	89	13	*	*	PUNCT
cet-15671	89	14	*	*	PUNCT
cet-15671	89	15	*	*	NOUN
cet-15671	89	16	0.018	0.018	NUM
cet-15671	89	17	*	*	PUNCT
cet-15671	89	18	*	*	PUNCT
cet-15671	89	19	*	*	PUNCT
cet-15671	89	20	0.041	0.041	NUM
cet-15671	89	21	*	*	PUNCT
cet-15671	89	22	*	*	PUNCT
cet-15671	89	23	*	*	PUNCT
cet-15671	89	24	0.269	0.269	NUM
cet-15671	89	25	*	*	PUNCT
cet-15671	89	26	*	*	PUNCT
cet-15671	89	27	*	*	PUNCT
cet-15671	89	28	0.020	0.020	NUM
cet-15671	89	29	*	*	PUNCT
cet-15671	89	30	*	*	PUNCT
cet-15671	89	31	*	*	PUNCT
cet-15671	89	32	-0.007	-0.007	NOUN
cet-15671	90	1	-0.107	-0.107	PUNCT
cet-15671	90	2	*	*	PUNCT
cet-15671	90	3	*	*	PUNCT
cet-15671	90	4	*	*	PUNCT
cet-15671	90	5	1.110	1.110	NUM
cet-15671	90	6	0.905	0.905	NUM
cet-15671	90	7	board	board	NOUN
cet-15671	90	8	-0.143	-0.143	NOUN
cet-15671	90	9	*	*	PROPN
cet-15671	90	10	*	*	PUNCT
cet-15671	90	11	*	*	PUNCT
cet-15671	90	12	-0.114	-0.114	NOUN
cet-15671	90	13	*	*	PUNCT
cet-15671	90	14	*	*	PUNCT
cet-15671	90	15	*	*	PUNCT
cet-15671	91	1	0.264	0.264	NOUN
cet-15671	91	2	*	*	PUNCT
cet-15671	91	3	*	*	PUNCT
cet-15671	91	4	*	*	PUNCT
cet-15671	91	5	0.019	0.019	NUM
cet-15671	91	6	*	*	PUNCT
cet-15671	91	7	*	*	PUNCT
cet-15671	91	8	*	*	PUNCT
cet-15671	91	9	0.140	0.140	NUM
cet-15671	91	10	*	*	PUNCT
cet-15671	91	11	*	*	PUNCT
cet-15671	91	12	*	*	PUNCT
cet-15671	91	13	-0.008	-0.008	NOUN
cet-15671	91	14	0.038	0.038	NUM
cet-15671	91	15	*	*	PUNCT
cet-15671	91	16	*	*	PUNCT
cet-15671	91	17	*	*	PUNCT
cet-15671	91	18	1.090	1.090	NUM
cet-15671	91	19	0.917	0.917	NUM
cet-15671	91	20	firmage	firmage	NOUN
cet-15671	91	21	0.447	0.447	NUM
cet-15671	91	22	*	*	PUNCT
cet-15671	91	23	*	*	PUNCT
cet-15671	91	24	*	*	PUNCT
cet-15671	91	25	0.064	0.064	NUM
cet-15671	91	26	*	*	PUNCT
cet-15671	91	27	*	*	PUNCT
cet-15671	91	28	*	*	PUNCT
cet-15671	91	29	0.175	0.175	NUM
cet-15671	91	30	*	*	PUNCT
cet-15671	91	31	*	*	PUNCT
cet-15671	91	32	*	*	PUNCT
cet-15671	91	33	-0.094	-0.094	PROPN
cet-15671	91	34	*	*	PUNCT
cet-15671	91	35	*	*	PUNCT
cet-15671	91	36	*	*	PUNCT
cet-15671	91	37	0.166	0.166	NUM
cet-15671	91	38	*	*	PUNCT
cet-15671	91	39	*	*	PUNCT
cet-15671	91	40	*	*	PUNCT
cet-15671	91	41	-0.070	-0.070	PUNCT
cet-15671	91	42	*	*	PUNCT
cet-15671	91	43	*	*	PUNCT
cet-15671	91	44	*	*	PUNCT
cet-15671	91	45	0.033	0.033	NUM
cet-15671	91	46	*	*	PUNCT
cet-15671	91	47	*	*	PUNCT
cet-15671	91	48	*	*	PUNCT
cet-15671	91	49	1.060	1.060	NUM
cet-15671	91	50	0.948	0.948	NUM
cet-15671	91	51	t	t	PROPN
cet-15671	91	52	-	-	PUNCT
cet-15671	91	53	statistics	statistic	NOUN
cet-15671	91	54	in	in	ADP
cet-15671	91	55	parentheses	parenthesis	NOUN
cet-15671	91	56	*	*	PUNCT
cet-15671	91	57	*	*	PUNCT
cet-15671	91	58	*	*	PUNCT
cet-15671	91	59	p<0.01	p<0.01	PROPN
cet-15671	91	60	,	,	PUNCT
cet-15671	91	61	*	*	PUNCT
cet-15671	91	62	*	*	PUNCT
cet-15671	91	63	p<0.05	p<0.05	NOUN
cet-15671	91	64	,	,	PUNCT
cet-15671	91	65	*	*	SYM
cet-15671	91	66	p<0.1	p<0.1	NUM
cet-15671	91	67	meanvif	meanvif	VERB
cet-15671	91	68	1.260	1.260	NUM
cet-15671	91	69	3.2	3.2	NUM
cet-15671	91	70	main	main	ADJ
cet-15671	91	71	regression	regression	NOUN
cet-15671	91	72	results	result	NOUN
cet-15671	91	73	table	table	NOUN
cet-15671	91	74	4	4	NUM
cet-15671	91	75	presents	present	VERB
cet-15671	91	76	the	the	DET
cet-15671	91	77	baseline	baseline	NOUN
cet-15671	91	78	regression	regression	NOUN
cet-15671	91	79	results	result	NOUN
cet-15671	91	80	assessing	assess	VERB
cet-15671	91	81	the	the	DET
cet-15671	91	82	impact	impact	NOUN
cet-15671	91	83	of	of	ADP
cet-15671	91	84	ai	ai	ADJ
cet-15671	91	85	adoption	adoption	NOUN
cet-15671	91	86	on	on	ADP
cet-15671	91	87	firm	firm	ADJ
cet-15671	91	88	-	-	PUNCT
cet-15671	91	89	level	level	NOUN
cet-15671	91	90	energy	energy	NOUN
cet-15671	91	91	consumption	consumption	NOUN
cet-15671	91	92	,	,	PUNCT
cet-15671	91	93	using	use	VERB
cet-15671	91	94	the	the	DET
cet-15671	91	95	full	full	ADJ
cet-15671	91	96	sample	sample	NOUN
cet-15671	91	97	of	of	ADP
cet-15671	91	98	a‑share	a‑share	PROPN
cet-15671	91	99	listed	list	VERB
cet-15671	91	100	firms	firm	NOUN
cet-15671	91	101	from	from	ADP
cet-15671	91	102	2011	2011	NUM
cet-15671	91	103	to	to	ADP
cet-15671	91	104	2022	2022	NUM
cet-15671	91	105	.	.	PUNCT
cet-15671	92	1	across	across	ADP
cet-15671	92	2	all	all	DET
cet-15671	92	3	model	model	NOUN
cet-15671	92	4	specifications	specification	NOUN
cet-15671	92	5	(	(	PUNCT
cet-15671	92	6	columns	column	NOUN
cet-15671	92	7	1	1	NUM
cet-15671	92	8	-	-	SYM
cet-15671	92	9	4	4	NUM
cet-15671	92	10	)	)	PUNCT
cet-15671	92	11	,	,	PUNCT
cet-15671	92	12	the	the	DET
cet-15671	92	13	coefficient	coefficient	NOUN
cet-15671	92	14	on	on	ADP
cet-15671	92	15	ai	ai	NOUN
cet-15671	92	16	is	be	AUX
cet-15671	92	17	consistently	consistently	ADV
cet-15671	92	18	negative	negative	ADJ
cet-15671	92	19	and	and	CCONJ
cet-15671	92	20	statistically	statistically	ADV
cet-15671	92	21	significant	significant	ADJ
cet-15671	92	22	at	at	ADP
cet-15671	92	23	the	the	DET
cet-15671	92	24	1	1	NUM
cet-15671	92	25	%	%	NOUN
cet-15671	92	26	level	level	NOUN
cet-15671	92	27	.	.	PUNCT
cet-15671	93	1	the	the	DET
cet-15671	93	2	result	result	NOUN
cet-15671	93	3	confirms	confirm	VERB
cet-15671	93	4	that	that	SCONJ
cet-15671	93	5	increased	increase	VERB
cet-15671	93	6	ai	ai	PROPN
cet-15671	93	7	engagement	engagement	NOUN
cet-15671	93	8	is	be	AUX
cet-15671	93	9	associated	associate	VERB
cet-15671	93	10	with	with	ADP
cet-15671	93	11	lower	low	ADJ
cet-15671	93	12	energy	energy	NOUN
cet-15671	93	13	use	use	NOUN
cet-15671	93	14	,	,	PUNCT
cet-15671	93	15	supporting	support	VERB
cet-15671	93	16	hypothesis	hypothesis	NOUN
cet-15671	93	17	1	1	NUM
cet-15671	93	18	.	.	PUNCT
cet-15671	94	1	in	in	ADP
cet-15671	94	2	the	the	DET
cet-15671	94	3	preferred	preferred	ADJ
cet-15671	94	4	model	model	NOUN
cet-15671	94	5	,	,	PUNCT
cet-15671	94	6	a	a	DET
cet-15671	94	7	one	one	NUM
cet-15671	94	8	-	-	PUNCT
cet-15671	94	9	unit	unit	NOUN
cet-15671	94	10	increase	increase	NOUN
cet-15671	94	11	in	in	ADP
cet-15671	94	12	the	the	DET
cet-15671	94	13	ai	ai	PROPN
cet-15671	94	14	intensity	intensity	NOUN
cet-15671	94	15	index	index	NOUN
cet-15671	94	16	corresponds	correspond	VERB
cet-15671	94	17	to	to	ADP
cet-15671	94	18	a	a	DET
cet-15671	94	19	0.1	0.1	NUM
cet-15671	94	20	%	%	NOUN
cet-15671	94	21	reduction	reduction	NOUN
cet-15671	94	22	in	in	ADP
cet-15671	94	23	energy	energy	NOUN
cet-15671	94	24	consumption	consumption	NOUN
cet-15671	94	25	,	,	PUNCT
cet-15671	94	26	holding	hold	VERB
cet-15671	94	27	other	other	ADJ
cet-15671	94	28	factors	factor	NOUN
cet-15671	94	29	constant	constant	ADJ
cet-15671	94	30	.	.	PUNCT
cet-15671	95	1	while	while	SCONJ
cet-15671	95	2	the	the	DET
cet-15671	95	3	effect	effect	NOUN
cet-15671	95	4	appears	appear	VERB
cet-15671	95	5	small	small	ADJ
cet-15671	95	6	in	in	ADP
cet-15671	95	7	magnitude	magnitude	NOUN
cet-15671	95	8	,	,	PUNCT
cet-15671	95	9	it	it	PRON
cet-15671	95	10	can	can	AUX
cet-15671	95	11	translate	translate	VERB
cet-15671	95	12	into	into	ADP
cet-15671	95	13	sizable	sizable	ADJ
cet-15671	95	14	aggregate	aggregate	ADJ
cet-15671	95	15	savings	saving	NOUN
cet-15671	95	16	given	give	VERB
cet-15671	95	17	the	the	DET
cet-15671	95	18	scale	scale	NOUN
cet-15671	95	19	of	of	ADP
cet-15671	95	20	industrial	industrial	ADJ
cet-15671	95	21	energy	energy	NOUN
cet-15671	95	22	demand	demand	NOUN
cet-15671	95	23	.	.	PUNCT
cet-15671	96	1	control	control	NOUN
cet-15671	96	2	variables	variable	NOUN
cet-15671	96	3	behave	behave	VERB
cet-15671	96	4	as	as	SCONJ
cet-15671	96	5	expected	expect	VERB
cet-15671	96	6	:	:	PUNCT
cet-15671	96	7	more	more	ADV
cet-15671	96	8	profitable	profitable	ADJ
cet-15671	96	9	and	and	CCONJ
cet-15671	96	10	less	less	ADV
cet-15671	96	11	leveraged	leveraged	ADJ
cet-15671	96	12	firms	firm	NOUN
cet-15671	96	13	consume	consume	VERB
cet-15671	96	14	less	less	ADJ
cet-15671	96	15	energy	energy	NOUN
cet-15671	96	16	.	.	PUNCT
cet-15671	97	1	the	the	DET
cet-15671	97	2	stability	stability	NOUN
cet-15671	97	3	of	of	ADP
cet-15671	97	4	estimates	estimate	NOUN
cet-15671	97	5	across	across	ADP
cet-15671	97	6	models	model	NOUN
cet-15671	97	7	with	with	ADP
cet-15671	97	8	year	year	NOUN
cet-15671	97	9	and	and	CCONJ
cet-15671	97	10	industry	industry	NOUN
cet-15671	97	11	-	-	PUNCT
cet-15671	97	12	fixed	fix	VERB
cet-15671	97	13	effects	effect	NOUN
cet-15671	97	14	strengthens	strengthen	VERB
cet-15671	97	15	the	the	DET
cet-15671	97	16	robustness	robustness	NOUN
cet-15671	97	17	of	of	ADP
cet-15671	97	18	the	the	DET
cet-15671	97	19	findings	finding	NOUN
cet-15671	97	20	.	.	PUNCT
cet-15671	98	1	overall	overall	ADV
cet-15671	98	2	,	,	PUNCT
cet-15671	98	3	the	the	DET
cet-15671	98	4	results	result	NOUN
cet-15671	98	5	suggest	suggest	VERB
cet-15671	98	6	that	that	SCONJ
cet-15671	98	7	ai	ai	VERB
cet-15671	98	8	adoption	adoption	NOUN
cet-15671	98	9	enhances	enhance	VERB
cet-15671	98	10	energy	energy	NOUN
cet-15671	98	11	efficiency	efficiency	NOUN
cet-15671	98	12	at	at	ADP
cet-15671	98	13	the	the	DET
cet-15671	98	14	firm	firm	ADJ
cet-15671	98	15	level	level	NOUN
cet-15671	98	16	,	,	PUNCT
cet-15671	98	17	highlighting	highlight	VERB
cet-15671	98	18	ai	ai	PROPN
cet-15671	98	19	's	's	PART
cet-15671	98	20	potential	potential	NOUN
cet-15671	98	21	as	as	ADP
cet-15671	98	22	a	a	DET
cet-15671	98	23	technological	technological	ADJ
cet-15671	98	24	enabler	enabler	NOUN
cet-15671	98	25	of	of	ADP
cet-15671	98	26	low	low	ADJ
cet-15671	98	27	-	-	PUNCT
cet-15671	98	28	carbon	carbon	NOUN
cet-15671	98	29	operations	operation	NOUN
cet-15671	98	30	in	in	ADP
cet-15671	98	31	emerging	emerge	VERB
cet-15671	98	32	markets	market	NOUN
cet-15671	98	33	.	.	PUNCT
cet-15671	99	1	table	table	NOUN
cet-15671	99	2	4	4	NUM
cet-15671	99	3	:	:	PUNCT
cet-15671	99	4	baseline	baseline	PROPN
cet-15671	99	5	regression	regression	NOUN
cet-15671	99	6	:	:	PUNCT
cet-15671	99	7	effect	effect	NOUN
cet-15671	99	8	of	of	ADP
cet-15671	99	9	ai	ai	VERB
cet-15671	99	10	on	on	ADP
cet-15671	99	11	energy	energy	NOUN
cet-15671	99	12	consumption	consumption	NOUN
cet-15671	99	13	(	(	PUNCT
cet-15671	99	14	1	1	NUM
cet-15671	99	15	)	)	PUNCT
cet-15671	99	16	(	(	PUNCT
cet-15671	99	17	2	2	NUM
cet-15671	99	18	)	)	PUNCT
cet-15671	99	19	(	(	PUNCT
cet-15671	99	20	3	3	X
cet-15671	99	21	)	)	PUNCT
cet-15671	99	22	(	(	PUNCT
cet-15671	99	23	4	4	X
cet-15671	99	24	)	)	PUNCT
cet-15671	99	25	variables	variable	VERB
cet-15671	99	26	ln_encons	ln_encon	NOUN
cet-15671	99	27	ln_encons	ln_encon	NOUN
cet-15671	99	28	ln_encons	ln_encon	NOUN
cet-15671	99	29	ln_encons	ln_encon	NOUN
cet-15671	99	30	ai	ai	VERB
cet-15671	99	31	-0.001	-0.001	NOUN
cet-15671	99	32	*	*	PUNCT
cet-15671	99	33	*	*	PUNCT
cet-15671	99	34	*	*	PUNCT
cet-15671	99	35	-0.001	-0.001	PUNCT
cet-15671	100	1	*	*	PUNCT
cet-15671	100	2	*	*	PUNCT
cet-15671	100	3	*	*	PUNCT
cet-15671	100	4	-0.001	-0.001	PUNCT
cet-15671	100	5	*	*	PUNCT
cet-15671	100	6	*	*	PUNCT
cet-15671	100	7	-0.001	-0.001	PUNCT
cet-15671	101	1	*	*	PUNCT
cet-15671	101	2	*	*	PUNCT
cet-15671	101	3	*	*	PUNCT
cet-15671	102	1	year	year	NOUN
cet-15671	103	1	yes	yes	INTJ
cet-15671	103	2	yes	yes	INTJ
cet-15671	104	1	yes	yes	INTJ
cet-15671	104	2	yes	yes	INTJ
cet-15671	105	1	ind	ind	INTJ
cet-15671	106	1	yes	yes	INTJ
cet-15671	107	1	i	i	NOUN
cet-15671	107	2	d	d	NOUN
cet-15671	107	3	yes	yes	PROPN
cet-15671	107	4	observations	observation	NOUN
cet-15671	107	5	32,943	32,943	NUM
cet-15671	107	6	32,932	32,932	NUM
cet-15671	107	7	32,932	32,932	NUM
cet-15671	107	8	32,710	32,710	NUM
cet-15671	107	9	r	r	NOUN
cet-15671	107	10	-	-	PUNCT
cet-15671	107	11	squared	square	VERB
cet-15671	107	12	0.001	0.001	NUM
cet-15671	107	13	0.001	0.001	NUM
cet-15671	107	14	0.001	0.001	NUM
cet-15671	107	15	0.960	0.960	NUM
cet-15671	107	16	number	number	NOUN
cet-15671	107	17	of	of	ADP
cet-15671	107	18	years	year	NOUN
cet-15671	107	19	12	12	NUM
cet-15671	107	20	12	12	NUM
cet-15671	107	21	12	12	NUM
cet-15671	107	22	12	12	NUM
cet-15671	108	1	r2_a	r2_a	NOUN
cet-15671	108	2	0.000141	0.000141	NUM
cet-15671	108	3	0.000289	0.000289	NUM
cet-15671	108	4	0.000205	0.000205	NUM
cet-15671	108	5	0.954	0.954	NUM
cet-15671	108	6	f	f	PROPN
cet-15671	108	7	16.66	16.66	NUM
cet-15671	108	8	3.931	3.931	NUM
cet-15671	108	9	1.657	1.657	NUM
cet-15671	108	10	2.037	2.037	NUM
cet-15671	108	11	t	t	PROPN
cet-15671	108	12	-	-	PUNCT
cet-15671	108	13	statistics	statistic	NOUN
cet-15671	108	14	in	in	ADP
cet-15671	108	15	parentheses	parenthesis	NOUN
cet-15671	108	16	*	*	PUNCT
cet-15671	108	17	*	*	PUNCT
cet-15671	108	18	*	*	PUNCT
cet-15671	108	19	p<0.01	p<0.01	PROPN
cet-15671	108	20	,	,	PUNCT
cet-15671	108	21	*	*	PUNCT
cet-15671	108	22	*	*	PUNCT
cet-15671	108	23	p<0.05	p<0.05	NOUN
cet-15671	108	24	,	,	PUNCT
cet-15671	108	25	*	*	SYM
cet-15671	108	26	p<0.1	p<0.1	NUM
cet-15671	108	27	3.3	3.3	NUM
cet-15671	108	28	mediation	mediation	NOUN
cet-15671	108	29	test	test	NOUN
cet-15671	108	30	:	:	PUNCT
cet-15671	108	31	the	the	DET
cet-15671	108	32	role	role	NOUN
cet-15671	108	33	of	of	ADP
cet-15671	108	34	green	green	ADJ
cet-15671	108	35	innovation	innovation	NOUN
cet-15671	108	36	to	to	PART
cet-15671	108	37	examine	examine	VERB
cet-15671	108	38	the	the	DET
cet-15671	108	39	mediating	mediate	VERB
cet-15671	108	40	role	role	NOUN
cet-15671	108	41	of	of	ADP
cet-15671	108	42	green	green	ADJ
cet-15671	108	43	innovation	innovation	NOUN
cet-15671	108	44	,	,	PUNCT
cet-15671	108	45	this	this	DET
cet-15671	108	46	study	study	NOUN
cet-15671	108	47	estimates	estimate	VERB
cet-15671	108	48	a	a	DET
cet-15671	108	49	two	two	NUM
cet-15671	108	50	-	-	PUNCT
cet-15671	108	51	stage	stage	NOUN
cet-15671	108	52	regression	regression	NOUN
cet-15671	108	53	model	model	NOUN
cet-15671	108	54	(	(	PUNCT
cet-15671	108	55	table	table	NOUN
cet-15671	108	56	5	5	NUM
cet-15671	108	57	)	)	PUNCT
cet-15671	108	58	.	.	PUNCT
cet-15671	109	1	in	in	ADP
cet-15671	109	2	the	the	DET
cet-15671	109	3	first	first	ADJ
cet-15671	109	4	stage	stage	NOUN
cet-15671	109	5	,	,	PUNCT
cet-15671	109	6	ai	ai	AUX
cet-15671	109	7	adoption	adoption	NOUN
cet-15671	109	8	significantly	significantly	ADV
cet-15671	109	9	increases	increase	VERB
cet-15671	109	10	green	green	ADJ
cet-15671	109	11	innovation	innovation	NOUN
cet-15671	109	12	output	output	NOUN
cet-15671	109	13	(	(	PUNCT
cet-15671	109	14	β	β	X
cet-15671	109	15	=	=	SYM
cet-15671	109	16	0.003	0.003	NUM
cet-15671	109	17	,	,	PUNCT
cet-15671	109	18	p	p	X
cet-15671	109	19	<	<	X
cet-15671	109	20	0.01	0.01	NUM
cet-15671	109	21	)	)	PUNCT
cet-15671	109	22	,	,	PUNCT
cet-15671	109	23	measured	measure	VERB
cet-15671	109	24	by	by	ADP
cet-15671	109	25	the	the	DET
cet-15671	109	26	number	number	NOUN
cet-15671	109	27	of	of	ADP
cet-15671	109	28	green	green	ADJ
cet-15671	109	29	patent	patent	NOUN
cet-15671	109	30	applications	application	NOUN
cet-15671	109	31	.	.	PUNCT
cet-15671	110	1	in	in	ADP
cet-15671	110	2	the	the	DET
cet-15671	110	3	second	second	ADJ
cet-15671	110	4	stage	stage	NOUN
cet-15671	110	5	,	,	PUNCT
cet-15671	110	6	when	when	SCONJ
cet-15671	110	7	both	both	PRON
cet-15671	110	8	ai	ai	VERB
cet-15671	110	9	intensity	intensity	NOUN
cet-15671	110	10	and	and	CCONJ
cet-15671	110	11	green	green	ADJ
cet-15671	110	12	innovation	innovation	NOUN
cet-15671	110	13	are	be	AUX
cet-15671	110	14	included	include	VERB
cet-15671	110	15	in	in	ADP
cet-15671	110	16	the	the	DET
cet-15671	110	17	regression	regression	NOUN
cet-15671	110	18	,	,	PUNCT
cet-15671	110	19	the	the	DET
cet-15671	110	20	coefficient	coefficient	NOUN
cet-15671	110	21	on	on	ADP
cet-15671	110	22	green	green	ADJ
cet-15671	110	23	innovation	innovation	NOUN
cet-15671	110	24	is	be	AUX
cet-15671	110	25	negative	negative	ADJ
cet-15671	110	26	and	and	CCONJ
cet-15671	110	27	significant	significant	ADJ
cet-15671	110	28	(	(	PUNCT
cet-15671	110	29	β	β	X
cet-15671	110	30	=	=	SYM
cet-15671	110	31	-0.006	-0.006	PROPN
cet-15671	110	32	,	,	PUNCT
cet-15671	110	33	p	p	X
cet-15671	110	34	<	<	X
cet-15671	110	35	0.05	0.05	NUM
cet-15671	110	36	)	)	PUNCT
cet-15671	110	37	,	,	PUNCT
cet-15671	110	38	while	while	SCONJ
cet-15671	110	39	the	the	DET
cet-15671	110	40	coefficient	coefficient	NOUN
cet-15671	110	41	on	on	ADP
cet-15671	110	42	ai	ai	PROPN
cet-15671	110	43	remains	remain	NOUN
cet-15671	110	44	negative	negative	ADJ
cet-15671	110	45	but	but	CCONJ
cet-15671	110	46	becomes	become	VERB
cet-15671	110	47	smaller	small	ADJ
cet-15671	110	48	in	in	ADP
cet-15671	110	49	magnitude	magnitude	NOUN
cet-15671	110	50	,	,	PUNCT
cet-15671	110	51	suggesting	suggest	VERB
cet-15671	110	52	partial	partial	ADJ
cet-15671	110	53	274	274	NUM
cet-15671	110	54	mediation	mediation	NOUN
cet-15671	110	55	.	.	PUNCT
cet-15671	111	1	to	to	PART
cet-15671	111	2	formally	formally	ADV
cet-15671	111	3	validate	validate	VERB
cet-15671	111	4	the	the	DET
cet-15671	111	5	mediation	mediation	NOUN
cet-15671	111	6	pathway	pathway	NOUN
cet-15671	111	7	,	,	PUNCT
cet-15671	111	8	a	a	DET
cet-15671	111	9	sobel	sobel	NOUN
cet-15671	111	10	test	test	NOUN
cet-15671	111	11	is	be	AUX
cet-15671	111	12	conducted	conduct	VERB
cet-15671	111	13	,	,	PUNCT
cet-15671	111	14	yielding	yield	VERB
cet-15671	111	15	a	a	DET
cet-15671	111	16	statistically	statistically	ADV
cet-15671	111	17	significant	significant	ADJ
cet-15671	111	18	z	z	NOUN
cet-15671	111	19	-	-	PUNCT
cet-15671	111	20	value	value	NOUN
cet-15671	111	21	of	of	ADP
cet-15671	111	22	-2.369	-2.369	PUNCT
cet-15671	111	23	(	(	PUNCT
cet-15671	111	24	p	p	X
cet-15671	111	25	<	<	X
cet-15671	111	26	0.05	0.05	NUM
cet-15671	111	27	)	)	PUNCT
cet-15671	111	28	,	,	PUNCT
cet-15671	111	29	which	which	PRON
cet-15671	111	30	confirms	confirm	VERB
cet-15671	111	31	the	the	DET
cet-15671	111	32	presence	presence	NOUN
cet-15671	111	33	of	of	ADP
cet-15671	111	34	an	an	DET
cet-15671	111	35	indirect	indirect	ADJ
cet-15671	111	36	effect	effect	NOUN
cet-15671	111	37	.	.	PUNCT
cet-15671	112	1	moreover	moreover	ADV
cet-15671	112	2	,	,	PUNCT
cet-15671	112	3	the	the	DET
cet-15671	112	4	bootstrap	bootstrap	NOUN
cet-15671	112	5	confidence	confidence	NOUN
cet-15671	112	6	interval	interval	NOUN
cet-15671	112	7	for	for	ADP
cet-15671	112	8	the	the	DET
cet-15671	112	9	indirect	indirect	ADJ
cet-15671	112	10	effect	effect	NOUN
cet-15671	112	11	[	[	X
cet-15671	112	12	-0.00055	-0.00055	ADV
cet-15671	112	13	,	,	PUNCT
cet-15671	112	14	-0.00033	-0.00033	VERB
cet-15671	112	15	]	]	X
cet-15671	112	16	does	do	AUX
cet-15671	112	17	not	not	PART
cet-15671	112	18	include	include	VERB
cet-15671	112	19	zero	zero	NUM
cet-15671	112	20	,	,	PUNCT
cet-15671	112	21	reinforcing	reinforce	VERB
cet-15671	112	22	the	the	DET
cet-15671	112	23	robustness	robustness	NOUN
cet-15671	112	24	of	of	ADP
cet-15671	112	25	the	the	DET
cet-15671	112	26	mediation	mediation	NOUN
cet-15671	112	27	result	result	NOUN
cet-15671	112	28	.	.	PUNCT
cet-15671	113	1	these	these	DET
cet-15671	113	2	findings	finding	NOUN
cet-15671	113	3	suggest	suggest	VERB
cet-15671	113	4	that	that	SCONJ
cet-15671	113	5	green	green	ADJ
cet-15671	113	6	innovation	innovation	NOUN
cet-15671	113	7	acts	act	VERB
cet-15671	113	8	as	as	ADP
cet-15671	113	9	a	a	DET
cet-15671	113	10	transmission	transmission	NOUN
cet-15671	113	11	mechanism	mechanism	NOUN
cet-15671	113	12	through	through	ADP
cet-15671	113	13	which	which	PRON
cet-15671	113	14	ai	ai	VERB
cet-15671	113	15	adoption	adoption	NOUN
cet-15671	113	16	enhances	enhance	VERB
cet-15671	113	17	energy	energy	NOUN
cet-15671	113	18	efficiency	efficiency	NOUN
cet-15671	113	19	.	.	PUNCT
cet-15671	114	1	overall	overall	ADV
cet-15671	114	2	,	,	PUNCT
cet-15671	114	3	the	the	DET
cet-15671	114	4	empirical	empirical	ADJ
cet-15671	114	5	evidence	evidence	NOUN
cet-15671	114	6	supports	support	VERB
cet-15671	114	7	hypothesis	hypothesis	NOUN
cet-15671	114	8	2	2	NUM
cet-15671	114	9	(	(	PUNCT
cet-15671	114	10	h2	h2	NOUN
cet-15671	114	11	)	)	PUNCT
cet-15671	114	12	,	,	PUNCT
cet-15671	114	13	highlighting	highlight	VERB
cet-15671	114	14	innovation	innovation	NOUN
cet-15671	114	15	-	-	PUNCT
cet-15671	114	16	driven	drive	VERB
cet-15671	114	17	pathways	pathway	NOUN
cet-15671	114	18	in	in	ADP
cet-15671	114	19	the	the	DET
cet-15671	114	20	digital	digital	ADJ
cet-15671	114	21	sustainability	sustainability	NOUN
cet-15671	114	22	transformation	transformation	NOUN
cet-15671	114	23	.	.	PUNCT
cet-15671	115	1	table	table	NOUN
cet-15671	115	2	5	5	NUM
cet-15671	115	3	:	:	PUNCT
cet-15671	115	4	mediation	mediation	NOUN
cet-15671	115	5	effect	effect	NOUN
cet-15671	115	6	of	of	ADP
cet-15671	115	7	green	green	ADJ
cet-15671	115	8	innovation	innovation	NOUN
cet-15671	115	9	variables	variable	NOUN
cet-15671	115	10	(	(	PUNCT
cet-15671	115	11	1	1	X
cet-15671	115	12	)	)	PUNCT
cet-15671	115	13	greeninno	greeninno	NOUN
cet-15671	115	14	(	(	PUNCT
cet-15671	115	15	2	2	NUM
cet-15671	115	16	)	)	PUNCT
cet-15671	115	17	greeninno	greeninno	NOUN
cet-15671	115	18	ai	ai	VERB
cet-15671	115	19	0.003	0.003	NUM
cet-15671	115	20	*	*	PUNCT
cet-15671	115	21	*	*	PUNCT
cet-15671	115	22	*	*	PUNCT
cet-15671	115	23	-0.001	-0.001	PUNCT
cet-15671	116	1	*	*	PUNCT
cet-15671	116	2	*	*	PUNCT
cet-15671	116	3	(	(	PUNCT
cet-15671	116	4	0.001	0.001	NUM
cet-15671	116	5	)	)	PUNCT
cet-15671	116	6	(	(	PUNCT
cet-15671	116	7	-2.54	-2.54	NOUN
cet-15671	116	8	)	)	PUNCT
cet-15671	116	9	greeninno	greeninno	NOUN
cet-15671	116	10	-0.006	-0.006	PROPN
cet-15671	116	11	*	*	PUNCT
cet-15671	116	12	*	*	PUNCT
cet-15671	116	13	(	(	PUNCT
cet-15671	116	14	-2.09	-2.09	NUM
cet-15671	116	15	)	)	PUNCT
cet-15671	116	16	control	control	NOUN
cet-15671	116	17	variables	variable	NOUN
cet-15671	117	1	yes	yes	INTJ
cet-15671	117	2	yes	yes	INTJ
cet-15671	117	3	sobel	sobel	NOUN
cet-15671	117	4	z	z	PROPN
cet-15671	117	5	-2.369	-2.369	PROPN
cet-15671	117	6	*	*	PUNCT
cet-15671	117	7	*	*	NOUN
cet-15671	117	8	bootstrap	bootstrap	NOUN
cet-15671	117	9	(	(	PUNCT
cet-15671	117	10	95	95	NUM
cet-15671	117	11	%	%	NOUN
cet-15671	117	12	conf	conf	NOUN
cet-15671	117	13	.	.	PUNCT
cet-15671	117	14	interval	interval	NOUN
cet-15671	117	15	)	)	PUNCT
cet-15671	118	1	[	[	X
cet-15671	118	2	-0.00055	-0.00055	X
cet-15671	118	3	,	,	PUNCT
cet-15671	118	4	-0.00033	-0.00033	VERB
cet-15671	118	5	]	]	PUNCT
cet-15671	118	6	observations	observation	NOUN
cet-15671	118	7	35,795	35,795	NUM
cet-15671	118	8	32,212	32,212	NUM
cet-15671	118	9	r	r	NOUN
cet-15671	118	10	-	-	PUNCT
cet-15671	118	11	squared	square	VERB
cet-15671	118	12	0.001	0.001	NUM
cet-15671	118	13	0.960	0.960	NUM
cet-15671	118	14	number	number	NOUN
cet-15671	118	15	of	of	ADP
cet-15671	118	16	firms	firm	NOUN
cet-15671	118	17	4,885	4,885	NUM
cet-15671	118	18	standard	standard	ADJ
cet-15671	118	19	errors	error	NOUN
cet-15671	118	20	in	in	ADP
cet-15671	118	21	parentheses	parenthesis	NOUN
cet-15671	118	22	*	*	PUNCT
cet-15671	118	23	*	*	PUNCT
cet-15671	118	24	*	*	PUNCT
cet-15671	118	25	p<0.01	p<0.01	PROPN
cet-15671	118	26	,	,	PUNCT
cet-15671	118	27	*	*	PUNCT
cet-15671	118	28	*	*	PUNCT
cet-15671	118	29	p<0.05	p<0.05	NOUN
cet-15671	118	30	,	,	PUNCT
cet-15671	118	31	*	*	SYM
cet-15671	118	32	p<0.1	p<0.1	NUM
cet-15671	118	33	3.4	3.4	NUM
cet-15671	118	34	heterogeneity	heterogeneity	NOUN
cet-15671	118	35	analysis	analysis	NOUN
cet-15671	118	36	to	to	PART
cet-15671	118	37	investigate	investigate	VERB
cet-15671	118	38	whether	whether	SCONJ
cet-15671	118	39	the	the	DET
cet-15671	118	40	energy	energy	NOUN
cet-15671	118	41	-	-	PUNCT
cet-15671	118	42	saving	save	VERB
cet-15671	118	43	effect	effect	NOUN
cet-15671	118	44	of	of	ADP
cet-15671	118	45	ai	ai	PRON
cet-15671	118	46	adoption	adoption	NOUN
cet-15671	118	47	varies	vary	VERB
cet-15671	118	48	across	across	ADP
cet-15671	118	49	firm	firm	ADJ
cet-15671	118	50	contexts	contexts	NOUN
cet-15671	118	51	,	,	PUNCT
cet-15671	118	52	this	this	DET
cet-15671	118	53	study	study	NOUN
cet-15671	118	54	conducts	conduct	VERB
cet-15671	118	55	subgroup	subgroup	NOUN
cet-15671	118	56	regressions	regression	NOUN
cet-15671	118	57	based	base	VERB
cet-15671	118	58	on	on	ADP
cet-15671	118	59	four	four	NUM
cet-15671	118	60	dimensions	dimension	NOUN
cet-15671	118	61	:	:	PUNCT
cet-15671	118	62	firm	firm	ADJ
cet-15671	118	63	size	size	NOUN
cet-15671	118	64	,	,	PUNCT
cet-15671	118	65	ownership	ownership	NOUN
cet-15671	118	66	type	type	NOUN
cet-15671	118	67	,	,	PUNCT
cet-15671	118	68	industry	industry	NOUN
cet-15671	118	69	energy	energy	NOUN
cet-15671	118	70	intensity	intensity	NOUN
cet-15671	118	71	,	,	PUNCT
cet-15671	118	72	and	and	CCONJ
cet-15671	118	73	regional	regional	ADJ
cet-15671	118	74	digital	digital	ADJ
cet-15671	118	75	economy	economy	NOUN
cet-15671	118	76	development	development	NOUN
cet-15671	118	77	(	(	PUNCT
cet-15671	118	78	dei	dei	NOUN
cet-15671	118	79	)	)	PUNCT
cet-15671	118	80	.	.	PUNCT
cet-15671	119	1	specifically	specifically	ADV
cet-15671	119	2	,	,	PUNCT
cet-15671	119	3	large	large	ADJ
cet-15671	119	4	versus	versus	ADP
cet-15671	119	5	small	small	ADJ
cet-15671	119	6	firms	firm	NOUN
cet-15671	119	7	are	be	AUX
cet-15671	119	8	split	split	VERB
cet-15671	119	9	at	at	ADP
cet-15671	119	10	the	the	DET
cet-15671	119	11	annual	annual	ADJ
cet-15671	119	12	median	median	NOUN
cet-15671	119	13	of	of	ADP
cet-15671	119	14	total	total	ADJ
cet-15671	119	15	assets	asset	NOUN
cet-15671	119	16	,	,	PUNCT
cet-15671	119	17	ownership	ownership	NOUN
cet-15671	119	18	type	type	NOUN
cet-15671	119	19	distinguishes	distinguish	VERB
cet-15671	119	20	state‑owned	state‑owne	VERB
cet-15671	119	21	enterprises	enterprise	NOUN
cet-15671	119	22	(	(	PUNCT
cet-15671	119	23	soes	soe	NOUN
cet-15671	119	24	)	)	PUNCT
cet-15671	119	25	and	and	CCONJ
cet-15671	119	26	private	private	ADJ
cet-15671	119	27	firms	firm	NOUN
cet-15671	119	28	based	base	VERB
cet-15671	119	29	on	on	ADP
cet-15671	119	30	csmar	csmar	PROPN
cet-15671	119	31	classifications	classification	NOUN
cet-15671	119	32	,	,	PUNCT
cet-15671	119	33	energy‑intensive	energy‑intensive	ADJ
cet-15671	119	34	versus	versus	ADP
cet-15671	119	35	non‑energy‑intensive	non‑energy‑intensive	ADJ
cet-15671	119	36	industries	industry	NOUN
cet-15671	119	37	are	be	AUX
cet-15671	119	38	identified	identify	VERB
cet-15671	119	39	using	use	VERB
cet-15671	119	40	policy	policy	NOUN
cet-15671	119	41	definitions	definition	NOUN
cet-15671	119	42	and	and	CCONJ
cet-15671	119	43	industry	industry	NOUN
cet-15671	119	44	codes	code	NOUN
cet-15671	119	45	from	from	ADP
cet-15671	119	46	the	the	DET
cet-15671	119	47	national	national	PROPN
cet-15671	119	48	energy	energy	PROPN
cet-15671	119	49	administration	administration	NOUN
cet-15671	119	50	,	,	PUNCT
cet-15671	119	51	and	and	CCONJ
cet-15671	119	52	regions	region	NOUN
cet-15671	119	53	with	with	ADP
cet-15671	119	54	high	high	ADJ
cet-15671	119	55	versus	versus	ADP
cet-15671	119	56	low	low	ADJ
cet-15671	119	57	dei	dei	NOUN
cet-15671	119	58	are	be	AUX
cet-15671	119	59	defined	define	VERB
cet-15671	119	60	by	by	ADP
cet-15671	119	61	the	the	DET
cet-15671	119	62	provincial‑level	provincial‑level	ADJ
cet-15671	119	63	digital	digital	ADJ
cet-15671	119	64	economy	economy	NOUN
cet-15671	119	65	index	index	NOUN
cet-15671	119	66	,	,	PUNCT
cet-15671	119	67	using	use	VERB
cet-15671	119	68	the	the	DET
cet-15671	119	69	annual	annual	ADJ
cet-15671	119	70	median	median	NOUN
cet-15671	119	71	as	as	ADP
cet-15671	119	72	the	the	DET
cet-15671	119	73	cutoff	cutoff	NOUN
cet-15671	119	74	.	.	PUNCT
cet-15671	120	1	figure	figure	NOUN
cet-15671	120	2	2	2	NUM
cet-15671	120	3	:	:	PUNCT
cet-15671	120	4	heterogeneous	heterogeneous	ADJ
cet-15671	120	5	effects	effect	NOUN
cet-15671	120	6	of	of	ADP
cet-15671	120	7	ai	ai	NOUN
cet-15671	120	8	on	on	ADP
cet-15671	120	9	energy	energy	NOUN
cet-15671	120	10	consumption	consumption	NOUN
cet-15671	120	11	figure	figure	NOUN
cet-15671	120	12	2	2	NUM
cet-15671	120	13	summarizes	summarize	NOUN
cet-15671	120	14	the	the	DET
cet-15671	120	15	estimated	estimate	VERB
cet-15671	120	16	coefficients	coefficient	NOUN
cet-15671	120	17	of	of	ADP
cet-15671	120	18	ai	ai	NOUN
cet-15671	120	19	across	across	ADP
cet-15671	120	20	subgroups	subgroup	NOUN
cet-15671	120	21	,	,	PUNCT
cet-15671	120	22	along	along	ADP
cet-15671	120	23	with	with	ADP
cet-15671	120	24	95	95	NUM
cet-15671	120	25	%	%	NOUN
cet-15671	120	26	confidence	confidence	NOUN
cet-15671	120	27	intervals	interval	NOUN
cet-15671	120	28	.	.	PUNCT
cet-15671	121	1	in	in	ADP
cet-15671	121	2	figure	figure	NOUN
cet-15671	121	3	2	2	NUM
cet-15671	121	4	(	(	PUNCT
cet-15671	121	5	a	a	NOUN
cet-15671	121	6	)	)	PUNCT
cet-15671	121	7	,	,	PUNCT
cet-15671	121	8	ai	ai	AUX
cet-15671	121	9	has	have	VERB
cet-15671	121	10	a	a	DET
cet-15671	121	11	significantly	significantly	ADV
cet-15671	121	12	more	more	ADV
cet-15671	121	13	substantial	substantial	ADJ
cet-15671	121	14	negative	negative	ADJ
cet-15671	121	15	effect	effect	NOUN
cet-15671	121	16	on	on	ADP
cet-15671	121	17	energy	energy	NOUN
cet-15671	121	18	consumption	consumption	NOUN
cet-15671	121	19	among	among	ADP
cet-15671	121	20	large	large	ADJ
cet-15671	121	21	firms	firm	NOUN
cet-15671	121	22	,	,	PUNCT
cet-15671	121	23	suggesting	suggest	VERB
cet-15671	121	24	that	that	SCONJ
cet-15671	121	25	scale	scale	NOUN
cet-15671	121	26	enables	enable	VERB
cet-15671	121	27	more	more	ADV
cet-15671	121	28	effective	effective	ADJ
cet-15671	121	29	deployment	deployment	NOUN
cet-15671	121	30	of	of	ADP
cet-15671	121	31	ai	ai	PROPN
cet-15671	121	32	technologies	technology	NOUN
cet-15671	121	33	for	for	ADP
cet-15671	121	34	energy	energy	NOUN
cet-15671	121	35	optimization	optimization	NOUN
cet-15671	121	36	.	.	PUNCT
cet-15671	122	1	private	private	ADJ
cet-15671	122	2	firms	firm	NOUN
cet-15671	122	3	exhibit	exhibit	VERB
cet-15671	122	4	a	a	DET
cet-15671	122	5	more	more	ADV
cet-15671	122	6	pronounced	pronounced	ADJ
cet-15671	122	7	reduction	reduction	NOUN
cet-15671	122	8	in	in	ADP
cet-15671	122	9	energy	energy	NOUN
cet-15671	122	10	use	use	NOUN
cet-15671	122	11	than	than	ADP
cet-15671	122	12	state	state	NOUN
cet-15671	122	13	-	-	PUNCT
cet-15671	122	14	owned	own	VERB
cet-15671	122	15	enterprises	enterprise	NOUN
cet-15671	122	16	,	,	PUNCT
cet-15671	122	17	as	as	SCONJ
cet-15671	122	18	shown	show	VERB
cet-15671	122	19	in	in	ADP
cet-15671	122	20	figure	figure	NOUN
cet-15671	122	21	2	2	NUM
cet-15671	122	22	(	(	PUNCT
cet-15671	122	23	b	b	NOUN
cet-15671	122	24	)	)	PUNCT
cet-15671	122	25	,	,	PUNCT
cet-15671	122	26	which	which	PRON
cet-15671	122	27	may	may	AUX
cet-15671	122	28	reflect	reflect	VERB
cet-15671	122	29	more	more	ADV
cet-15671	122	30	substantial	substantial	ADJ
cet-15671	122	31	market	market	NOUN
cet-15671	122	32	incentives	incentive	NOUN
cet-15671	122	33	and	and	CCONJ
cet-15671	122	34	less	less	ADV
cet-15671	122	35	rigid	rigid	ADJ
cet-15671	122	36	governance	governance	NOUN
cet-15671	122	37	structures	structure	NOUN
cet-15671	122	38	.	.	PUNCT
cet-15671	123	1	next	next	ADV
cet-15671	123	2	,	,	PUNCT
cet-15671	123	3	the	the	DET
cet-15671	123	4	ai	ai	ADJ
cet-15671	123	5	effect	effect	NOUN
cet-15671	123	6	is	be	AUX
cet-15671	123	7	more	more	ADV
cet-15671	123	8	pronounced	pronounce	VERB
cet-15671	123	9	in	in	ADP
cet-15671	123	10	non	non	ADJ
cet-15671	123	11	-	-	ADJ
cet-15671	123	12	energy	energy	ADJ
cet-15671	123	13	-	-	PUNCT
cet-15671	123	14	intensive	intensive	ADJ
cet-15671	123	15	industries	industry	NOUN
cet-15671	123	16	than	than	ADP
cet-15671	123	17	in	in	ADP
cet-15671	123	18	heavy	heavy	ADJ
cet-15671	123	19	industries	industry	NOUN
cet-15671	123	20	(	(	PUNCT
cet-15671	123	21	figure	figure	NOUN
cet-15671	123	22	2	2	NUM
cet-15671	123	23	.	.	PUNCT
cet-15671	124	1	(	(	PUNCT
cet-15671	124	2	c	c	NOUN
cet-15671	124	3	)	)	PUNCT
cet-15671	124	4	)	)	PUNCT
cet-15671	124	5	.	.	PUNCT
cet-15671	125	1	this	this	PRON
cet-15671	125	2	implies	imply	VERB
cet-15671	125	3	275	275	NUM
cet-15671	125	4	that	that	SCONJ
cet-15671	125	5	flexible	flexible	ADJ
cet-15671	125	6	manufacturing	manufacturing	NOUN
cet-15671	125	7	systems	system	NOUN
cet-15671	125	8	or	or	CCONJ
cet-15671	125	9	service	service	NOUN
cet-15671	125	10	-	-	PUNCT
cet-15671	125	11	oriented	orient	VERB
cet-15671	125	12	sectors	sector	NOUN
cet-15671	125	13	may	may	AUX
cet-15671	125	14	be	be	AUX
cet-15671	125	15	more	more	ADV
cet-15671	125	16	adaptable	adaptable	ADJ
cet-15671	125	17	to	to	ADP
cet-15671	125	18	intelligent	intelligent	ADJ
cet-15671	125	19	process	process	NOUN
cet-15671	125	20	optimization	optimization	NOUN
cet-15671	125	21	.	.	PUNCT
cet-15671	126	1	lastly	lastly	ADV
cet-15671	126	2	,	,	PUNCT
cet-15671	126	3	firms	firm	NOUN
cet-15671	126	4	located	locate	VERB
cet-15671	126	5	in	in	ADP
cet-15671	126	6	digitally	digitally	ADV
cet-15671	126	7	underdeveloped	underdeveloped	ADJ
cet-15671	126	8	regions	region	NOUN
cet-15671	126	9	exhibit	exhibit	VERB
cet-15671	126	10	stronger	strong	ADJ
cet-15671	126	11	responsiveness	responsiveness	NOUN
cet-15671	126	12	to	to	PART
cet-15671	126	13	ai	ai	VERB
cet-15671	126	14	,	,	PUNCT
cet-15671	126	15	suggesting	suggest	VERB
cet-15671	126	16	that	that	SCONJ
cet-15671	126	17	the	the	DET
cet-15671	126	18	marginal	marginal	ADJ
cet-15671	126	19	gains	gain	NOUN
cet-15671	126	20	from	from	ADP
cet-15671	126	21	digital	digital	ADJ
cet-15671	126	22	adoption	adoption	NOUN
cet-15671	126	23	are	be	AUX
cet-15671	126	24	larger	large	ADJ
cet-15671	126	25	where	where	SCONJ
cet-15671	126	26	baseline	baseline	ADJ
cet-15671	126	27	digitalization	digitalization	NOUN
cet-15671	126	28	is	be	AUX
cet-15671	126	29	weaker	weak	ADJ
cet-15671	126	30	(	(	PUNCT
cet-15671	126	31	figure	figure	NOUN
cet-15671	126	32	2	2	NUM
cet-15671	126	33	.	.	PUNCT
cet-15671	127	1	(	(	PUNCT
cet-15671	127	2	d	d	NOUN
cet-15671	127	3	)	)	PUNCT
cet-15671	127	4	)	)	PUNCT
cet-15671	127	5	.	.	PUNCT
cet-15671	128	1	these	these	DET
cet-15671	128	2	findings	finding	NOUN
cet-15671	128	3	confirm	confirm	VERB
cet-15671	128	4	that	that	SCONJ
cet-15671	128	5	firm	firm	ADJ
cet-15671	128	6	-	-	PUNCT
cet-15671	128	7	level	level	NOUN
cet-15671	128	8	and	and	CCONJ
cet-15671	128	9	regional	regional	ADJ
cet-15671	128	10	heterogeneity	heterogeneity	NOUN
cet-15671	128	11	play	play	VERB
cet-15671	128	12	a	a	DET
cet-15671	128	13	critical	critical	ADJ
cet-15671	128	14	role	role	NOUN
cet-15671	128	15	in	in	ADP
cet-15671	128	16	shaping	shape	VERB
cet-15671	128	17	the	the	DET
cet-15671	128	18	environmental	environmental	ADJ
cet-15671	128	19	returns	return	NOUN
cet-15671	128	20	to	to	ADP
cet-15671	128	21	ai	ai	VERB
cet-15671	128	22	adoption	adoption	NOUN
cet-15671	128	23	,	,	PUNCT
cet-15671	128	24	reinforcing	reinforce	VERB
cet-15671	128	25	the	the	DET
cet-15671	128	26	value	value	NOUN
cet-15671	128	27	of	of	ADP
cet-15671	128	28	targeted	target	VERB
cet-15671	128	29	digital	digital	ADJ
cet-15671	128	30	sustainability	sustainability	NOUN
cet-15671	128	31	strategies	strategy	NOUN
cet-15671	128	32	.	.	PUNCT
cet-15671	129	1	4	4	X
cet-15671	129	2	.	.	NOUN
cet-15671	129	3	conclusion	conclusion	NOUN
cet-15671	129	4	and	and	CCONJ
cet-15671	129	5	policy	policy	NOUN
cet-15671	129	6	implications	implication	NOUN
cet-15671	129	7	this	this	DET
cet-15671	129	8	study	study	NOUN
cet-15671	129	9	examines	examine	VERB
cet-15671	129	10	the	the	DET
cet-15671	129	11	environmental	environmental	ADJ
cet-15671	129	12	implications	implication	NOUN
cet-15671	129	13	of	of	ADP
cet-15671	129	14	artificial	artificial	ADJ
cet-15671	129	15	intelligence	intelligence	NOUN
cet-15671	129	16	(	(	PUNCT
cet-15671	129	17	ai	ai	NOUN
cet-15671	129	18	)	)	PUNCT
cet-15671	129	19	adoption	adoption	NOUN
cet-15671	129	20	in	in	ADP
cet-15671	129	21	emerging	emerge	VERB
cet-15671	129	22	economies	economy	NOUN
cet-15671	129	23	,	,	PUNCT
cet-15671	129	24	with	with	ADP
cet-15671	129	25	a	a	DET
cet-15671	129	26	focus	focus	NOUN
cet-15671	129	27	on	on	ADP
cet-15671	129	28	firm	firm	ADJ
cet-15671	129	29	-	-	PUNCT
cet-15671	129	30	level	level	NOUN
cet-15671	129	31	energy	energy	NOUN
cet-15671	129	32	consumption	consumption	NOUN
cet-15671	129	33	.	.	PUNCT
cet-15671	130	1	by	by	ADP
cet-15671	130	2	constructing	construct	VERB
cet-15671	130	3	a	a	DET
cet-15671	130	4	novel	novel	NOUN
cet-15671	130	5	ai	ai	NOUN
cet-15671	130	6	intensity	intensity	NOUN
cet-15671	130	7	index	index	NOUN
cet-15671	130	8	from	from	ADP
cet-15671	130	9	corporate	corporate	ADJ
cet-15671	130	10	annual	annual	ADJ
cet-15671	130	11	reports	report	NOUN
cet-15671	130	12	and	and	CCONJ
cet-15671	130	13	employing	employ	VERB
cet-15671	130	14	fixed	fix	VERB
cet-15671	130	15	-	-	PUNCT
cet-15671	130	16	effects	effect	NOUN
cet-15671	130	17	panel	panel	NOUN
cet-15671	130	18	regressions	regression	NOUN
cet-15671	130	19	on	on	ADP
cet-15671	130	20	chinese	chinese	ADJ
cet-15671	130	21	listed	list	VERB
cet-15671	130	22	firms	firm	NOUN
cet-15671	130	23	(	(	PUNCT
cet-15671	130	24	2011–2022	2011–2022	NUM
cet-15671	130	25	)	)	PUNCT
cet-15671	130	26	,	,	PUNCT
cet-15671	130	27	this	this	DET
cet-15671	130	28	study	study	NOUN
cet-15671	130	29	finds	find	VERB
cet-15671	130	30	robust	robust	ADJ
cet-15671	130	31	evidence	evidence	NOUN
cet-15671	130	32	that	that	PRON
cet-15671	130	33	ai	ai	VERB
cet-15671	130	34	adoption	adoption	NOUN
cet-15671	130	35	significantly	significantly	ADV
cet-15671	130	36	reduces	reduce	VERB
cet-15671	130	37	energy	energy	NOUN
cet-15671	130	38	consumption	consumption	NOUN
cet-15671	130	39	.	.	PUNCT
cet-15671	131	1	mediation	mediation	NOUN
cet-15671	131	2	analysis	analysis	NOUN
cet-15671	131	3	further	far	ADV
cet-15671	131	4	reveals	reveal	VERB
cet-15671	131	5	that	that	SCONJ
cet-15671	131	6	green	green	ADJ
cet-15671	131	7	innovation	innovation	NOUN
cet-15671	131	8	serves	serve	VERB
cet-15671	131	9	as	as	ADP
cet-15671	131	10	a	a	DET
cet-15671	131	11	key	key	ADJ
cet-15671	131	12	transmission	transmission	NOUN
cet-15671	131	13	mechanism	mechanism	NOUN
cet-15671	131	14	,	,	PUNCT
cet-15671	131	15	while	while	SCONJ
cet-15671	131	16	heterogeneity	heterogeneity	NOUN
cet-15671	131	17	analysis	analysis	NOUN
cet-15671	131	18	highlights	highlight	NOUN
cet-15671	131	19	that	that	PRON
cet-15671	131	20	firm	firm	ADJ
cet-15671	131	21	size	size	NOUN
cet-15671	131	22	,	,	PUNCT
cet-15671	131	23	ownership	ownership	NOUN
cet-15671	131	24	,	,	PUNCT
cet-15671	131	25	industry	industry	NOUN
cet-15671	131	26	type	type	NOUN
cet-15671	131	27	,	,	PUNCT
cet-15671	131	28	and	and	CCONJ
cet-15671	131	29	regional	regional	ADJ
cet-15671	131	30	digital	digital	ADJ
cet-15671	131	31	development	development	NOUN
cet-15671	131	32	moderate	moderate	VERB
cet-15671	131	33	the	the	DET
cet-15671	131	34	strength	strength	NOUN
cet-15671	131	35	of	of	ADP
cet-15671	131	36	ai	ai	PROPN
cet-15671	131	37	's	's	PART
cet-15671	131	38	environmental	environmental	ADJ
cet-15671	131	39	impact	impact	NOUN
cet-15671	131	40	.	.	PUNCT
cet-15671	132	1	some	some	DET
cet-15671	132	2	scholars	scholar	NOUN
cet-15671	132	3	note	note	VERB
cet-15671	132	4	that	that	SCONJ
cet-15671	132	5	ai	ai	VERB
cet-15671	132	6	development	development	NOUN
cet-15671	132	7	may	may	AUX
cet-15671	132	8	raise	raise	VERB
cet-15671	132	9	energy	energy	NOUN
cet-15671	132	10	use	use	NOUN
cet-15671	132	11	due	due	ADJ
cet-15671	132	12	to	to	ADP
cet-15671	132	13	computational	computational	ADJ
cet-15671	132	14	demands	demand	NOUN
cet-15671	132	15	,	,	PUNCT
cet-15671	132	16	but	but	CCONJ
cet-15671	132	17	firm	firm	ADJ
cet-15671	132	18	-	-	PUNCT
cet-15671	132	19	level	level	NOUN
cet-15671	132	20	evidence	evidence	NOUN
cet-15671	132	21	in	in	ADP
cet-15671	132	22	this	this	DET
cet-15671	132	23	study	study	NOUN
cet-15671	132	24	shows	show	VERB
cet-15671	132	25	operational	operational	ADJ
cet-15671	132	26	ai	ai	VERB
cet-15671	132	27	applications	application	NOUN
cet-15671	132	28	deliver	deliver	VERB
cet-15671	132	29	net	net	ADJ
cet-15671	132	30	savings	saving	NOUN
cet-15671	132	31	by	by	ADP
cet-15671	132	32	improving	improve	VERB
cet-15671	132	33	efficiency	efficiency	NOUN
cet-15671	132	34	.	.	PUNCT
cet-15671	133	1	from	from	ADP
cet-15671	133	2	a	a	DET
cet-15671	133	3	theoretical	theoretical	ADJ
cet-15671	133	4	perspective	perspective	NOUN
cet-15671	133	5	,	,	PUNCT
cet-15671	133	6	this	this	DET
cet-15671	133	7	study	study	NOUN
cet-15671	133	8	contributes	contribute	VERB
cet-15671	133	9	to	to	ADP
cet-15671	133	10	the	the	DET
cet-15671	133	11	growing	grow	VERB
cet-15671	133	12	literature	literature	NOUN
cet-15671	133	13	on	on	ADP
cet-15671	133	14	digital	digital	ADJ
cet-15671	133	15	sustainability	sustainability	NOUN
cet-15671	133	16	by	by	ADP
cet-15671	133	17	shifting	shift	VERB
cet-15671	133	18	the	the	DET
cet-15671	133	19	focus	focus	NOUN
cet-15671	133	20	from	from	ADP
cet-15671	133	21	macro	macro	ADJ
cet-15671	133	22	-	-	NOUN
cet-15671	133	23	level	level	NOUN
cet-15671	133	24	efficiency	efficiency	NOUN
cet-15671	133	25	gains	gain	NOUN
cet-15671	133	26	to	to	ADP
cet-15671	133	27	micro	micro	ADJ
cet-15671	133	28	-	-	NOUN
cet-15671	133	29	level	level	ADJ
cet-15671	133	30	energy	energy	NOUN
cet-15671	133	31	behavior	behavior	NOUN
cet-15671	133	32	(	(	PUNCT
cet-15671	133	33	guandalini	guandalini	NOUN
cet-15671	133	34	,	,	PUNCT
cet-15671	133	35	2022	2022	NUM
cet-15671	133	36	)	)	PUNCT
cet-15671	133	37	.	.	PUNCT
cet-15671	134	1	it	it	PRON
cet-15671	134	2	extends	extend	VERB
cet-15671	134	3	prior	prior	ADV
cet-15671	134	4	work	work	NOUN
cet-15671	134	5	by	by	ADP
cet-15671	134	6	quantifying	quantify	VERB
cet-15671	134	7	the	the	DET
cet-15671	134	8	environmental	environmental	ADJ
cet-15671	134	9	return	return	NOUN
cet-15671	134	10	on	on	ADP
cet-15671	134	11	ai	ai	PRON
cet-15671	134	12	investment	investment	NOUN
cet-15671	134	13	and	and	CCONJ
cet-15671	134	14	identifying	identify	VERB
cet-15671	134	15	green	green	ADJ
cet-15671	134	16	innovation	innovation	NOUN
cet-15671	134	17	as	as	ADP
cet-15671	134	18	an	an	DET
cet-15671	134	19	endogenous	endogenous	ADJ
cet-15671	134	20	pathway	pathway	NOUN
cet-15671	134	21	linking	link	VERB
cet-15671	134	22	digital	digital	ADJ
cet-15671	134	23	transformation	transformation	NOUN
cet-15671	134	24	to	to	ADP
cet-15671	134	25	energy	energy	NOUN
cet-15671	134	26	efficiency	efficiency	NOUN
cet-15671	134	27	.	.	PUNCT
cet-15671	135	1	moreover	moreover	ADV
cet-15671	135	2	,	,	PUNCT
cet-15671	135	3	the	the	DET
cet-15671	135	4	results	result	NOUN
cet-15671	135	5	provide	provide	VERB
cet-15671	135	6	new	new	ADJ
cet-15671	135	7	evidence	evidence	NOUN
cet-15671	135	8	on	on	ADP
cet-15671	135	9	conditional	conditional	ADJ
cet-15671	135	10	effects	effect	NOUN
cet-15671	135	11	under	under	ADP
cet-15671	135	12	organizational	organizational	ADJ
cet-15671	135	13	and	and	CCONJ
cet-15671	135	14	contextual	contextual	ADJ
cet-15671	135	15	variation	variation	NOUN
cet-15671	135	16	,	,	PUNCT
cet-15671	135	17	responding	respond	VERB
cet-15671	135	18	to	to	ADP
cet-15671	135	19	calls	call	NOUN
cet-15671	135	20	for	for	ADP
cet-15671	135	21	more	more	ADV
cet-15671	135	22	disaggregated	disaggregate	VERB
cet-15671	135	23	esg	esg	NOUN
cet-15671	135	24	analyses	analysis	NOUN
cet-15671	135	25	(	(	PUNCT
cet-15671	135	26	donghui	donghui	NOUN
cet-15671	135	27	et	et	PROPN
cet-15671	135	28	al	al	PROPN
cet-15671	135	29	.	.	PROPN
cet-15671	135	30	,	,	PUNCT
cet-15671	135	31	2025	2025	NUM
cet-15671	135	32	)	)	PUNCT
cet-15671	135	33	.	.	PUNCT
cet-15671	136	1	practically	practically	ADV
cet-15671	136	2	,	,	PUNCT
cet-15671	136	3	the	the	DET
cet-15671	136	4	findings	finding	NOUN
cet-15671	136	5	offer	offer	VERB
cet-15671	136	6	clear	clear	ADJ
cet-15671	136	7	implications	implication	NOUN
cet-15671	136	8	for	for	ADP
cet-15671	136	9	managers	manager	NOUN
cet-15671	136	10	and	and	CCONJ
cet-15671	136	11	policymakers	policymaker	NOUN
cet-15671	136	12	.	.	PUNCT
cet-15671	137	1	firms	firm	NOUN
cet-15671	137	2	should	should	AUX
cet-15671	137	3	align	align	VERB
cet-15671	137	4	ai	ai	VERB
cet-15671	137	5	adoption	adoption	NOUN
cet-15671	137	6	not	not	PART
cet-15671	137	7	only	only	ADV
cet-15671	137	8	with	with	ADP
cet-15671	137	9	operational	operational	ADJ
cet-15671	137	10	goals	goal	NOUN
cet-15671	137	11	but	but	CCONJ
cet-15671	137	12	also	also	ADV
cet-15671	137	13	with	with	ADP
cet-15671	137	14	sustainability	sustainability	NOUN
cet-15671	137	15	,	,	PUNCT
cet-15671	137	16	particularly	particularly	ADV
cet-15671	137	17	through	through	ADP
cet-15671	137	18	innovation	innovation	NOUN
cet-15671	137	19	-	-	PUNCT
cet-15671	137	20	driven	drive	VERB
cet-15671	137	21	strategies	strategy	NOUN
cet-15671	137	22	.	.	PUNCT
cet-15671	138	1	policymakers	policymaker	NOUN
cet-15671	138	2	are	be	AUX
cet-15671	138	3	advised	advise	VERB
cet-15671	138	4	to	to	PART
cet-15671	138	5	support	support	VERB
cet-15671	138	6	digital	digital	ADJ
cet-15671	138	7	infrastructure	infrastructure	NOUN
cet-15671	138	8	and	and	CCONJ
cet-15671	138	9	incentives	incentive	VERB
cet-15671	138	10	in	in	ADP
cet-15671	138	11	lagging	lag	VERB
cet-15671	138	12	regions	region	NOUN
cet-15671	138	13	and	and	CCONJ
cet-15671	138	14	sectors	sector	NOUN
cet-15671	138	15	where	where	SCONJ
cet-15671	138	16	ai	ai	NOUN
cet-15671	138	17	can	can	AUX
cet-15671	138	18	deliver	deliver	VERB
cet-15671	138	19	higher	high	ADJ
cet-15671	138	20	marginal	marginal	ADJ
cet-15671	138	21	energy	energy	NOUN
cet-15671	138	22	gains	gain	NOUN
cet-15671	138	23	.	.	PUNCT
cet-15671	139	1	limitations	limitation	NOUN
cet-15671	139	2	of	of	ADP
cet-15671	139	3	this	this	DET
cet-15671	139	4	study	study	NOUN
cet-15671	139	5	include	include	VERB
cet-15671	139	6	its	its	PRON
cet-15671	139	7	reliance	reliance	NOUN
cet-15671	139	8	on	on	ADP
cet-15671	139	9	disclosed	disclose	VERB
cet-15671	139	10	ai	ai	ADJ
cet-15671	139	11	-	-	PUNCT
cet-15671	139	12	related	relate	VERB
cet-15671	139	13	information	information	NOUN
cet-15671	139	14	in	in	ADP
cet-15671	139	15	corporate	corporate	ADJ
cet-15671	139	16	reports	report	NOUN
cet-15671	139	17	,	,	PUNCT
cet-15671	139	18	which	which	PRON
cet-15671	139	19	may	may	AUX
cet-15671	139	20	not	not	PART
cet-15671	139	21	fully	fully	ADV
cet-15671	139	22	capture	capture	VERB
cet-15671	139	23	the	the	DET
cet-15671	139	24	actual	actual	ADJ
cet-15671	139	25	depth	depth	NOUN
cet-15671	139	26	of	of	ADP
cet-15671	139	27	implementation	implementation	NOUN
cet-15671	139	28	or	or	CCONJ
cet-15671	139	29	internal	internal	ADJ
cet-15671	139	30	adoption	adoption	NOUN
cet-15671	139	31	dynamics	dynamic	NOUN
cet-15671	139	32	.	.	PUNCT
cet-15671	140	1	future	future	ADJ
cet-15671	140	2	research	research	NOUN
cet-15671	140	3	could	could	AUX
cet-15671	140	4	benefit	benefit	VERB
cet-15671	140	5	from	from	ADP
cet-15671	140	6	incorporating	incorporate	VERB
cet-15671	140	7	more	more	ADV
cet-15671	140	8	granular	granular	ADJ
cet-15671	140	9	,	,	PUNCT
cet-15671	140	10	machine	machine	NOUN
cet-15671	140	11	-	-	PUNCT
cet-15671	140	12	level	level	NOUN
cet-15671	140	13	ai	ai	NOUN
cet-15671	140	14	deployment	deployment	NOUN
cet-15671	140	15	data	datum	NOUN
cet-15671	140	16	,	,	PUNCT
cet-15671	140	17	extending	extend	VERB
cet-15671	140	18	the	the	DET
cet-15671	140	19	analysis	analysis	NOUN
cet-15671	140	20	to	to	PART
cet-15671	140	21	include	include	VERB
cet-15671	140	22	social	social	ADJ
cet-15671	140	23	and	and	CCONJ
cet-15671	140	24	governance	governance	NOUN
cet-15671	140	25	dimensions	dimension	NOUN
cet-15671	140	26	of	of	ADP
cet-15671	140	27	sustainability	sustainability	NOUN
cet-15671	140	28	beyond	beyond	ADP
cet-15671	140	29	environmental	environmental	ADJ
cet-15671	140	30	performance	performance	NOUN
cet-15671	140	31	alone	alone	ADV
cet-15671	140	32	.	.	PUNCT
cet-15671	141	1	references	reference	NOUN
cet-15671	141	2	bai	bai	PROPN
cet-15671	141	3	c.a	c.a	PROPN
cet-15671	141	4	.	.	PROPN
cet-15671	141	5	,	,	PUNCT
cet-15671	141	6	joseph	joseph	PROPN
cet-15671	141	7	s.	s.	PROPN
cet-15671	141	8	,	,	PUNCT
cet-15671	141	9	xue	xue	PROPN
cet-15671	141	10	w.	w.	PROPN
cet-15671	141	11	,	,	PUNCT
cet-15671	141	12	2024	2024	NUM
cet-15671	141	13	,	,	PUNCT
cet-15671	141	14	improving	improve	VERB
cet-15671	141	15	operational	operational	ADJ
cet-15671	141	16	efficiency	efficiency	NOUN
cet-15671	141	17	and	and	CCONJ
cet-15671	141	18	effectiveness	effectiveness	NOUN
cet-15671	141	19	through	through	ADP
cet-15671	141	20	blockchain	blockchain	PROPN
cet-15671	141	21	technology	technology	PROPN
cet-15671	141	22	.	.	PUNCT
cet-15671	142	1	production	production	NOUN
cet-15671	142	2	planning	planning	PROPN
cet-15671	142	3	&	&	CCONJ
cet-15671	142	4	control	control	PROPN
cet-15671	142	5	,	,	PUNCT
cet-15671	142	6	35	35	NUM
cet-15671	142	7	,	,	PUNCT
cet-15671	142	8	857	857	NUM
cet-15671	142	9	-	-	SYM
cet-15671	142	10	865	865	NUM
cet-15671	142	11	.	.	PUNCT
cet-15671	143	1	baron	baron	PROPN
cet-15671	143	2	r.m	r.m	PROPN
cet-15671	143	3	.	.	PROPN
cet-15671	143	4	,	,	PUNCT
cet-15671	143	5	kenny	kenny	PROPN
cet-15671	143	6	d.a	d.a	PROPN
cet-15671	143	7	.	.	PROPN
cet-15671	143	8	,	,	PUNCT
cet-15671	143	9	1986	1986	NUM
cet-15671	143	10	,	,	PUNCT
cet-15671	143	11	the	the	DET
cet-15671	143	12	moderator	moderator	NOUN
cet-15671	143	13	–	–	PUNCT
cet-15671	143	14	mediator	mediator	NOUN
cet-15671	143	15	variable	variable	ADJ
cet-15671	143	16	distinction	distinction	NOUN
cet-15671	143	17	in	in	ADP
cet-15671	143	18	social	social	ADJ
cet-15671	143	19	psychological	psychological	ADJ
cet-15671	143	20	research	research	NOUN
cet-15671	143	21	:	:	PUNCT
cet-15671	143	22	conceptual	conceptual	ADJ
cet-15671	143	23	,	,	PUNCT
cet-15671	143	24	strategic	strategic	ADJ
cet-15671	143	25	,	,	PUNCT
cet-15671	143	26	and	and	CCONJ
cet-15671	143	27	statistical	statistical	ADJ
cet-15671	143	28	considerations	consideration	NOUN
cet-15671	143	29	.	.	PUNCT
cet-15671	144	1	journal	journal	NOUN
cet-15671	144	2	of	of	ADP
cet-15671	144	3	personality	personality	NOUN
cet-15671	144	4	and	and	CCONJ
cet-15671	144	5	social	social	ADJ
cet-15671	144	6	psychology	psychology	NOUN
cet-15671	144	7	,	,	PUNCT
cet-15671	144	8	51	51	NUM
cet-15671	144	9	,	,	PUNCT
cet-15671	144	10	11731182	11731182	NUM
cet-15671	144	11	.	.	PUNCT
cet-15671	145	1	chen	chen	PROPN
cet-15671	145	2	k.	k.	PROPN
cet-15671	145	3	,	,	PUNCT
cet-15671	145	4	zhao	zhao	PROPN
cet-15671	145	5	s.	s.	PROPN
cet-15671	145	6	,	,	PUNCT
cet-15671	145	7	jiang	jiang	PROPN
cet-15671	145	8	g.	g.	PROPN
cet-15671	145	9	,	,	PUNCT
cet-15671	145	10	he	he	PRON
cet-15671	145	11	y.	y.	PROPN
cet-15671	145	12	,	,	PUNCT
cet-15671	145	13	li	li	PROPN
cet-15671	145	14	h.	h.	PROPN
cet-15671	145	15	,	,	PUNCT
cet-15671	145	16	2025	2025	NUM
cet-15671	145	17	,	,	PUNCT
cet-15671	145	18	the	the	DET
cet-15671	145	19	green	green	ADJ
cet-15671	145	20	innovation	innovation	NOUN
cet-15671	145	21	effect	effect	NOUN
cet-15671	145	22	of	of	ADP
cet-15671	145	23	the	the	DET
cet-15671	145	24	digital	digital	ADJ
cet-15671	145	25	economy	economy	NOUN
cet-15671	145	26	.	.	PUNCT
cet-15671	146	1	international	international	ADJ
cet-15671	146	2	review	review	NOUN
cet-15671	146	3	of	of	ADP
cet-15671	146	4	economics	economics	PROPN
cet-15671	146	5	&	&	CCONJ
cet-15671	146	6	finance	finance	PROPN
cet-15671	146	7	,	,	PUNCT
cet-15671	146	8	99	99	NUM
cet-15671	146	9	,	,	PUNCT
cet-15671	146	10	103970	103970	NUM
cet-15671	146	11	.	.	PUNCT
cet-15671	147	1	chen	chen	PROPN
cet-15671	147	2	w.	w.	PROPN
cet-15671	147	3	,	,	PUNCT
cet-15671	147	4	srinivasan	srinivasan	PROPN
cet-15671	147	5	s.	s.	PROPN
cet-15671	147	6	,	,	PUNCT
cet-15671	147	7	2024	2024	NUM
cet-15671	147	8	,	,	PUNCT
cet-15671	147	9	going	go	VERB
cet-15671	147	10	digital	digital	ADJ
cet-15671	147	11	:	:	PUNCT
cet-15671	147	12	implications	implication	NOUN
cet-15671	147	13	for	for	ADP
cet-15671	147	14	firm	firm	ADJ
cet-15671	147	15	value	value	NOUN
cet-15671	147	16	and	and	CCONJ
cet-15671	147	17	performance	performance	NOUN
cet-15671	147	18	.	.	PUNCT
cet-15671	148	1	review	review	NOUN
cet-15671	148	2	of	of	ADP
cet-15671	148	3	accounting	accounting	NOUN
cet-15671	148	4	studies	study	NOUN
cet-15671	148	5	,	,	PUNCT
cet-15671	148	6	29	29	NUM
cet-15671	148	7	,	,	PUNCT
cet-15671	148	8	1619	1619	NUM
cet-15671	148	9	-	-	SYM
cet-15671	148	10	1665	1665	NUM
cet-15671	148	11	.	.	PUNCT
cet-15671	149	1	donghui	donghui	PROPN
cet-15671	149	2	z.	z.	PROPN
cet-15671	149	3	,	,	PUNCT
cet-15671	149	4	yusoff	yusoff	PROPN
cet-15671	149	5	w.s	w.s	PROPN
cet-15671	149	6	.	.	PROPN
cet-15671	149	7	,	,	PUNCT
cet-15671	149	8	salleh	salleh	PROPN
cet-15671	149	9	m.f.m	m.f.m	PROPN
cet-15671	149	10	.	.	PROPN
cet-15671	149	11	,	,	PUNCT
cet-15671	149	12	lin	lin	PROPN
cet-15671	149	13	n.s	n.s	PROPN
cet-15671	149	14	.	.	PROPN
cet-15671	149	15	,	,	PUNCT
cet-15671	149	16	jamil	jamil	PROPN
cet-15671	149	17	a.h	a.h	PROPN
cet-15671	149	18	.	.	PROPN
cet-15671	149	19	,	,	PUNCT
cet-15671	149	20	abd	abd	PROPN
cet-15671	149	21	rani	rani	PROPN
cet-15671	149	22	m.j	m.j	PROPN
cet-15671	149	23	.	.	PROPN
cet-15671	149	24	,	,	PUNCT
cet-15671	149	25	shaari	shaari	PROPN
cet-15671	149	26	m.s	m.s	PROPN
cet-15671	149	27	.	.	PROPN
cet-15671	149	28	,2025	,2025	PROPN
cet-15671	149	29	,	,	PUNCT
cet-15671	149	30	the	the	DET
cet-15671	149	31	impact	impact	NOUN
cet-15671	149	32	of	of	ADP
cet-15671	149	33	esg	esg	PROPN
cet-15671	149	34	and	and	CCONJ
cet-15671	149	35	the	the	DET
cet-15671	149	36	institutional	institutional	ADJ
cet-15671	149	37	environment	environment	NOUN
cet-15671	149	38	on	on	ADP
cet-15671	149	39	investment	investment	NOUN
cet-15671	149	40	efficiency	efficiency	NOUN
cet-15671	149	41	in	in	ADP
cet-15671	149	42	china	china	PROPN
cet-15671	149	43	through	through	ADP
cet-15671	149	44	the	the	DET
cet-15671	149	45	mediators	mediator	NOUN
cet-15671	149	46	of	of	ADP
cet-15671	149	47	agency	agency	NOUN
cet-15671	149	48	costs	cost	NOUN
cet-15671	149	49	and	and	CCONJ
cet-15671	149	50	financial	financial	ADJ
cet-15671	149	51	constraints	constraint	NOUN
cet-15671	149	52	.	.	PUNCT
cet-15671	150	1	social	social	ADJ
cet-15671	150	2	sciences	sciences	PROPN
cet-15671	150	3	&	&	CCONJ
cet-15671	150	4	humanities	humanity	NOUN
cet-15671	150	5	open	open	VERB
cet-15671	150	6	,	,	PUNCT
cet-15671	150	7	11	11	NUM
cet-15671	150	8	,	,	PUNCT
cet-15671	150	9	101323	101323	NUM
cet-15671	150	10	.	.	PUNCT
cet-15671	151	1	fang	fang	PROPN
cet-15671	151	2	l.	l.	PROPN
cet-15671	151	3	,	,	PUNCT
cet-15671	151	4	li	li	PROPN
cet-15671	151	5	z.	z.	PROPN
cet-15671	151	6	,	,	PUNCT
cet-15671	151	7	2024	2024	NUM
cet-15671	151	8	,	,	PUNCT
cet-15671	151	9	corporate	corporate	ADJ
cet-15671	151	10	digitalization	digitalization	NOUN
cet-15671	151	11	and	and	CCONJ
cet-15671	151	12	green	green	ADJ
cet-15671	151	13	innovation	innovation	NOUN
cet-15671	151	14	:	:	PUNCT
cet-15671	151	15	evidence	evidence	NOUN
cet-15671	151	16	from	from	ADP
cet-15671	151	17	textual	textual	ADJ
cet-15671	151	18	analysis	analysis	NOUN
cet-15671	151	19	of	of	ADP
cet-15671	151	20	firm	firm	ADJ
cet-15671	151	21	annual	annual	ADJ
cet-15671	151	22	reports	report	NOUN
cet-15671	151	23	and	and	CCONJ
cet-15671	151	24	corporate	corporate	ADJ
cet-15671	151	25	green	green	ADJ
cet-15671	151	26	patent	patent	NOUN
cet-15671	151	27	data	datum	NOUN
cet-15671	151	28	in	in	ADP
cet-15671	151	29	china	china	PROPN
cet-15671	151	30	.	.	PUNCT
cet-15671	152	1	business	business	NOUN
cet-15671	152	2	strategy	strategy	NOUN
cet-15671	152	3	and	and	CCONJ
cet-15671	152	4	the	the	DET
cet-15671	152	5	environment	environment	NOUN
cet-15671	152	6	,	,	PUNCT
cet-15671	152	7	33	33	NUM
cet-15671	152	8	,	,	PUNCT
cet-15671	152	9	3936	3936	NUM
cet-15671	152	10	-	-	SYM
cet-15671	152	11	3964	3964	NUM
cet-15671	152	12	.	.	PUNCT
cet-15671	153	1	guandalini	guandalini	PROPN
cet-15671	153	2	i.	i.	NOUN
cet-15671	153	3	,	,	PUNCT
cet-15671	153	4	2022	2022	NUM
cet-15671	153	5	,	,	PUNCT
cet-15671	153	6	sustainability	sustainability	NOUN
cet-15671	153	7	through	through	ADP
cet-15671	153	8	digital	digital	ADJ
cet-15671	153	9	transformation	transformation	NOUN
cet-15671	153	10	:	:	PUNCT
cet-15671	153	11	a	a	DET
cet-15671	153	12	systematic	systematic	ADJ
cet-15671	153	13	literature	literature	NOUN
cet-15671	153	14	review	review	NOUN
cet-15671	153	15	for	for	ADP
cet-15671	153	16	research	research	NOUN
cet-15671	153	17	guidance	guidance	NOUN
cet-15671	153	18	.	.	PUNCT
cet-15671	154	1	journal	journal	PROPN
cet-15671	154	2	of	of	ADP
cet-15671	154	3	business	business	NOUN
cet-15671	154	4	research	research	NOUN
cet-15671	154	5	,	,	PUNCT
cet-15671	154	6	148	148	NUM
cet-15671	154	7	,	,	PUNCT
cet-15671	154	8	456	456	NUM
cet-15671	154	9	-	-	SYM
cet-15671	154	10	471	471	NUM
cet-15671	154	11	.	.	PUNCT
cet-15671	155	1	ibrahim	ibrahim	PROPN
cet-15671	155	2	m.d	m.d	PROPN
cet-15671	155	3	.	.	PROPN
cet-15671	155	4	,	,	PUNCT
cet-15671	155	5	pereira	pereira	PROPN
cet-15671	155	6	m.a	m.a	PROPN
cet-15671	155	7	.	.	PROPN
cet-15671	155	8	,	,	PUNCT
cet-15671	155	9	caldas	caldas	PROPN
cet-15671	155	10	p.	p.	PROPN
cet-15671	155	11	,	,	PUNCT
cet-15671	155	12	2024	2024	NUM
cet-15671	155	13	,	,	PUNCT
cet-15671	155	14	efficiency	efficiency	NOUN
cet-15671	155	15	analysis	analysis	NOUN
cet-15671	155	16	of	of	ADP
cet-15671	155	17	the	the	DET
cet-15671	155	18	innovation	innovation	NOUN
cet-15671	155	19	-	-	PUNCT
cet-15671	155	20	driven	drive	VERB
cet-15671	155	21	sustainable	sustainable	ADJ
cet-15671	155	22	logistics	logistic	NOUN
cet-15671	155	23	industry	industry	NOUN
cet-15671	155	24	.	.	PUNCT
cet-15671	156	1	socio	socio	NOUN
cet-15671	156	2	-	-	PUNCT
cet-15671	156	3	economic	economic	ADJ
cet-15671	156	4	planning	planning	NOUN
cet-15671	156	5	sciences	science	NOUN
cet-15671	156	6	,	,	PUNCT
cet-15671	156	7	96	96	NUM
cet-15671	156	8	,	,	PUNCT
cet-15671	156	9	102050	102050	NUM
cet-15671	156	10	.	.	PUNCT
cet-15671	157	1	iea	iea	NOUN
cet-15671	157	2	,	,	PUNCT
cet-15671	157	3	2022	2022	NUM
cet-15671	157	4	,	,	PUNCT
cet-15671	157	5	co2	co2	NOUN
cet-15671	157	6	emissions	emission	NOUN
cet-15671	157	7	in	in	ADP
cet-15671	157	8	2022	2022	NUM
cet-15671	157	9	.	.	PUNCT
cet-15671	158	1	international	international	ADJ
cet-15671	158	2	energy	energy	NOUN
cet-15671	158	3	agency	agency	NOUN
cet-15671	158	4	,	,	PUNCT
cet-15671	158	5	<	<	X
cet-15671	158	6	iea.blob.core.windows.net/assets/3c8fa11535c4-4474-b237-1b00424c8844/co2emissionsin2022.pdf	iea.blob.core.windows.net/assets/3c8fa11535c4-4474-b237-1b00424c8844/co2emissionsin2022.pdf	PROPN
cet-15671	158	7	>	>	X
cet-15671	158	8	,	,	PUNCT
cet-15671	158	9	accessed	access	VERB
cet-15671	158	10	15.05.2025	15.05.2025	PROPN
cet-15671	158	11	.	.	PUNCT
cet-15671	158	12	kulkov	kulkov	PROPN
cet-15671	158	13	i.	i.	PROPN
cet-15671	158	14	,	,	PUNCT
cet-15671	158	15	kulkova	kulkova	PROPN
cet-15671	158	16	j.	j.	PROPN
cet-15671	158	17	,	,	PUNCT
cet-15671	158	18	rohrbeck	rohrbeck	PROPN
cet-15671	158	19	r.	r.	PROPN
cet-15671	158	20	,	,	PUNCT
cet-15671	158	21	menvielle	menvielle	PROPN
cet-15671	158	22	l.	l.	PROPN
cet-15671	158	23	,	,	PUNCT
cet-15671	158	24	kaartemo	kaartemo	PROPN
cet-15671	158	25	v.	v.	PROPN
cet-15671	158	26	,	,	PUNCT
cet-15671	158	27	makkonen	makkonen	PROPN
cet-15671	158	28	h.	h.	PROPN
cet-15671	158	29	,	,	PUNCT
cet-15671	158	30	2024	2024	NUM
cet-15671	158	31	,	,	PUNCT
cet-15671	158	32	artificial	artificial	ADJ
cet-15671	158	33	intelligence	intelligence	NOUN
cet-15671	158	34	-	-	PUNCT
cet-15671	158	35	driven	drive	VERB
cet-15671	158	36	sustainable	sustainable	ADJ
cet-15671	158	37	development	development	NOUN
cet-15671	158	38	:	:	PUNCT
cet-15671	158	39	examining	examine	VERB
cet-15671	158	40	organizational	organizational	ADJ
cet-15671	158	41	,	,	PUNCT
cet-15671	158	42	technical	technical	ADJ
cet-15671	158	43	,	,	PUNCT
cet-15671	158	44	and	and	CCONJ
cet-15671	158	45	processing	processing	NOUN
cet-15671	158	46	approaches	approach	NOUN
cet-15671	158	47	to	to	ADP
cet-15671	158	48	achieving	achieve	VERB
cet-15671	158	49	global	global	ADJ
cet-15671	158	50	goals	goal	NOUN
cet-15671	158	51	.	.	PUNCT
cet-15671	159	1	sustainable	sustainable	ADJ
cet-15671	159	2	development	development	NOUN
cet-15671	159	3	,	,	PUNCT
cet-15671	159	4	32	32	NUM
cet-15671	159	5	,	,	PUNCT
cet-15671	159	6	2253	2253	NUM
cet-15671	159	7	-	-	SYM
cet-15671	159	8	2267	2267	NUM
cet-15671	159	9	.	.	PUNCT
cet-15671	160	1	teece	teece	PROPN
cet-15671	160	2	d.j	d.j	PROPN
cet-15671	160	3	.	.	PROPN
cet-15671	160	4	,	,	PUNCT
cet-15671	160	5	2007	2007	NUM
cet-15671	160	6	,	,	PUNCT
cet-15671	160	7	explicating	explicate	VERB
cet-15671	160	8	dynamic	dynamic	ADJ
cet-15671	160	9	capabilities	capability	NOUN
cet-15671	160	10	:	:	PUNCT
cet-15671	160	11	the	the	DET
cet-15671	160	12	nature	nature	NOUN
cet-15671	160	13	and	and	CCONJ
cet-15671	160	14	microfoundations	microfoundation	NOUN
cet-15671	160	15	of	of	ADP
cet-15671	160	16	(	(	PUNCT
cet-15671	160	17	sustainable	sustainable	ADJ
cet-15671	160	18	)	)	PUNCT
cet-15671	160	19	enterprise	enterprise	NOUN
cet-15671	160	20	performance	performance	NOUN
cet-15671	160	21	.	.	PUNCT
cet-15671	161	1	strategic	strategic	ADJ
cet-15671	161	2	management	management	NOUN
cet-15671	161	3	journal	journal	NOUN
cet-15671	161	4	,	,	PUNCT
cet-15671	161	5	28	28	NUM
cet-15671	161	6	,	,	PUNCT
cet-15671	161	7	1319	1319	NUM
cet-15671	161	8	-	-	SYM
cet-15671	161	9	1350	1350	NUM
cet-15671	161	10	.	.	PUNCT
cet-15671	162	1	yang	yang	PROPN
cet-15671	162	2	p.	p.	PROPN
cet-15671	162	3	,	,	PUNCT
cet-15671	162	4	hao	hao	PROPN
cet-15671	162	5	x.	x.	PROPN
cet-15671	162	6	,	,	PUNCT
cet-15671	162	7	wang	wang	PROPN
cet-15671	162	8	l.	l.	PROPN
cet-15671	162	9	,	,	PUNCT
cet-15671	162	10	zhang	zhang	PROPN
cet-15671	162	11	s.	s.	PROPN
cet-15671	162	12	,	,	PUNCT
cet-15671	162	13	yang	yang	PROPN
cet-15671	162	14	l.	l.	PROPN
cet-15671	162	15	,	,	PUNCT
cet-15671	162	16	2024	2024	NUM
cet-15671	162	17	,	,	PUNCT
cet-15671	162	18	moving	move	VERB
cet-15671	162	19	toward	toward	ADP
cet-15671	162	20	sustainable	sustainable	ADJ
cet-15671	162	21	development	development	NOUN
cet-15671	162	22	:	:	PUNCT
cet-15671	162	23	the	the	DET
cet-15671	162	24	influence	influence	NOUN
cet-15671	162	25	of	of	ADP
cet-15671	162	26	digital	digital	ADJ
cet-15671	162	27	transformation	transformation	NOUN
cet-15671	162	28	on	on	ADP
cet-15671	162	29	corporate	corporate	ADJ
cet-15671	162	30	esg	esg	NOUN
cet-15671	162	31	performance	performance	NOUN
cet-15671	162	32	.	.	PUNCT
cet-15671	163	1	kybernetes	kybernete	NOUN
cet-15671	163	2	,	,	PUNCT
cet-15671	163	3	53	53	NUM
cet-15671	163	4	,	,	PUNCT
cet-15671	163	5	669	669	NUM
cet-15671	163	6	-	-	SYM
cet-15671	163	7	687	687	NUM
cet-15671	163	8	.	.	PUNCT
cet-15671	164	1	276	276	NUM
cet-15671	164	2	0138.pdf	0138.pdf	NUM
cet-15671	164	3	harnessing	harness	VERB
cet-15671	164	4	ai	ai	VERB
cet-15671	164	5	for	for	ADP
cet-15671	164	6	sustainability	sustainability	NOUN
cet-15671	164	7	:	:	PUNCT
cet-15671	164	8	evidence	evidence	NOUN
cet-15671	164	9	on	on	ADP
cet-15671	164	10	energy	energy	NOUN
cet-15671	164	11	efficiency	efficiency	NOUN
cet-15671	164	12	and	and	CCONJ
cet-15671	164	13	green	green	ADJ
cet-15671	164	14	innovation	innovation	NOUN