id	sid	tid	token	lemma	pos
fbem-30090	1	1	frontiers	frontier	NOUN
fbem-30090	1	2	in	in	ADP
fbem-30090	1	3	business	business	NOUN
fbem-30090	1	4	,	,	PUNCT
fbem-30090	1	5	economics	economic	NOUN
fbem-30090	1	6	and	and	CCONJ
fbem-30090	1	7	management	management	NOUN
fbem-30090	1	8	issn	issn	PROPN
fbem-30090	1	9	:	:	PUNCT
fbem-30090	1	10	2766	2766	NUM
fbem-30090	1	11	-	-	PUNCT
fbem-30090	1	12	824x	824x	NUM
fbem-30090	1	13	|	|	ADJ
fbem-30090	1	14	vol	vol	NOUN
fbem-30090	1	15	.	.	PROPN
fbem-30090	1	16	18	18	NUM
fbem-30090	1	17	,	,	PUNCT
fbem-30090	1	18	no	no	INTJ
fbem-30090	1	19	.	.	NOUN
fbem-30090	1	20	3	3	NUM
fbem-30090	1	21	,	,	PUNCT
fbem-30090	1	22	2025	2025	NUM
fbem-30090	1	23	158	158	NUM
fbem-30090	1	24	can	can	AUX
fbem-30090	1	25	customer	customer	VERB
fbem-30090	1	26	digital	digital	ADJ
fbem-30090	1	27	transformation	transformation	NOUN
fbem-30090	1	28	facilitate	facilitate	NOUN
fbem-30090	1	29	supplier	supplier	NOUN
fbem-30090	1	30	innovation	innovation	NOUN
fbem-30090	1	31	disclosure	disclosure	NOUN
fbem-30090	1	32	?	?	PUNCT
fbem-30090	2	1	-a	-a	PUNCT
fbem-30090	2	2	double	double	ADJ
fbem-30090	2	3	peer	peer	NOUN
fbem-30090	2	4	effect	effect	NOUN
fbem-30090	2	5	perspective	perspective	NOUN
fbem-30090	2	6	meng	meng	PROPN
fbem-30090	2	7	yao	yao	PROPN
fbem-30090	2	8	school	school	NOUN
fbem-30090	2	9	of	of	ADP
fbem-30090	2	10	modern	modern	ADJ
fbem-30090	2	11	posts	post	NOUN
fbem-30090	2	12	,	,	PUNCT
fbem-30090	2	13	chongqing	chongqing	PROPN
fbem-30090	2	14	university	university	PROPN
fbem-30090	2	15	of	of	ADP
fbem-30090	2	16	posts	post	NOUN
fbem-30090	2	17	and	and	CCONJ
fbem-30090	2	18	telecommunications	telecommunication	NOUN
fbem-30090	2	19	,	,	PUNCT
fbem-30090	2	20	chongqing	chongqing	PROPN
fbem-30090	2	21	,	,	PUNCT
fbem-30090	2	22	400065	400065	NUM
fbem-30090	2	23	,	,	PUNCT
fbem-30090	2	24	china	china	PROPN
fbem-30090	2	25	abstract	abstract	PROPN
fbem-30090	2	26	:	:	PUNCT
fbem-30090	2	27	digital	digital	ADJ
fbem-30090	2	28	transformation	transformation	NOUN
fbem-30090	2	29	is	be	AUX
fbem-30090	2	30	an	an	DET
fbem-30090	2	31	important	important	ADJ
fbem-30090	2	32	starting	starting	NOUN
fbem-30090	2	33	point	point	NOUN
fbem-30090	2	34	to	to	PART
fbem-30090	2	35	drive	drive	VERB
fbem-30090	2	36	the	the	DET
fbem-30090	2	37	high	high	ADJ
fbem-30090	2	38	-	-	PUNCT
fbem-30090	2	39	quality	quality	NOUN
fbem-30090	2	40	cultivation	cultivation	NOUN
fbem-30090	2	41	of	of	ADP
fbem-30090	2	42	new	new	ADJ
fbem-30090	2	43	-	-	PUNCT
fbem-30090	2	44	quality	quality	NOUN
fbem-30090	2	45	productivity	productivity	NOUN
fbem-30090	2	46	,	,	PUNCT
fbem-30090	2	47	while	while	SCONJ
fbem-30090	2	48	supply	supply	NOUN
fbem-30090	2	49	chain	chain	NOUN
fbem-30090	2	50	is	be	AUX
fbem-30090	2	51	the	the	DET
fbem-30090	2	52	key	key	ADJ
fbem-30090	2	53	conduction	conduction	NOUN
fbem-30090	2	54	mechanism	mechanism	NOUN
fbem-30090	2	55	of	of	ADP
fbem-30090	2	56	digitally	digitally	ADV
fbem-30090	2	57	empowered	empower	VERB
fbem-30090	2	58	enterprise	enterprise	NOUN
fbem-30090	2	59	innovation	innovation	NOUN
fbem-30090	2	60	.	.	PUNCT
fbem-30090	3	1	this	this	DET
fbem-30090	3	2	paper	paper	NOUN
fbem-30090	3	3	utilizes	utilize	VERB
fbem-30090	3	4	the	the	DET
fbem-30090	3	5	supply	supply	NOUN
fbem-30090	3	6	chain	chain	NOUN
fbem-30090	3	7	data	datum	NOUN
fbem-30090	3	8	of	of	ADP
fbem-30090	3	9	a	a	DET
fbem-30090	3	10	-	-	PUNCT
fbem-30090	3	11	share	share	NOUN
fbem-30090	3	12	listed	list	VERB
fbem-30090	3	13	companies	company	NOUN
fbem-30090	3	14	from	from	ADP
fbem-30090	3	15	2012	2012	NUM
fbem-30090	3	16	to	to	ADP
fbem-30090	3	17	2022	2022	NUM
fbem-30090	3	18	to	to	PART
fbem-30090	3	19	explore	explore	VERB
fbem-30090	3	20	the	the	DET
fbem-30090	3	21	impact	impact	NOUN
fbem-30090	3	22	of	of	ADP
fbem-30090	3	23	digital	digital	ADJ
fbem-30090	3	24	transformation	transformation	NOUN
fbem-30090	3	25	of	of	ADP
fbem-30090	3	26	customer	customer	NOUN
fbem-30090	3	27	enterprises	enterprise	NOUN
fbem-30090	3	28	on	on	ADP
fbem-30090	3	29	the	the	DET
fbem-30090	3	30	disclosure	disclosure	NOUN
fbem-30090	3	31	of	of	ADP
fbem-30090	3	32	supplier	supplier	NOUN
fbem-30090	3	33	enterprises	enterprise	NOUN
fbem-30090	3	34	'	'	PART
fbem-30090	3	35	innovation	innovation	NOUN
fbem-30090	3	36	information	information	NOUN
fbem-30090	3	37	from	from	ADP
fbem-30090	3	38	the	the	DET
fbem-30090	3	39	perspective	perspective	NOUN
fbem-30090	3	40	of	of	ADP
fbem-30090	3	41	direct	direct	ADJ
fbem-30090	3	42	and	and	CCONJ
fbem-30090	3	43	indirect	indirect	ADJ
fbem-30090	3	44	peer	peer	NOUN
fbem-30090	3	45	effects	effect	NOUN
fbem-30090	3	46	,	,	PUNCT
fbem-30090	3	47	a	a	DET
fbem-30090	3	48	nd	nd	NOUN
fbem-30090	3	49	to	to	PART
fbem-30090	3	50	explore	explore	VERB
fbem-30090	3	51	ways	way	NOUN
fbem-30090	3	52	to	to	PART
fbem-30090	3	53	break	break	VERB
fbem-30090	3	54	through	through	ADP
fbem-30090	3	55	the	the	DET
fbem-30090	3	56	dilemma	dilemma	NOUN
fbem-30090	3	57	of	of	ADP
fbem-30090	3	58	enterprise	enterprise	NOUN
fbem-30090	3	59	innovation	innovation	NOUN
fbem-30090	3	60	information	information	NOUN
fbem-30090	3	61	.	.	PUNCT
fbem-30090	4	1	the	the	DET
fbem-30090	4	2	study	study	NOUN
fbem-30090	4	3	reveals	reveal	VERB
fbem-30090	4	4	that	that	SCONJ
fbem-30090	4	5	:	:	PUNCT
fbem-30090	4	6	(	(	PUNCT
fbem-30090	4	7	1	1	X
fbem-30090	4	8	)	)	PUNCT
fbem-30090	4	9	customer	customer	NOUN
fbem-30090	4	10	digital	digital	ADJ
fbem-30090	4	11	transformation	transformation	NOUN
fbem-30090	4	12	significantly	significantly	ADV
fbem-30090	4	13	improves	improve	VERB
fbem-30090	4	14	the	the	DET
fbem-30090	4	15	level	level	NOUN
fbem-30090	4	16	of	of	ADP
fbem-30090	4	17	supplier	supplier	NOUN
fbem-30090	4	18	innovation	innovation	NOUN
fbem-30090	4	19	information	information	NOUN
fbem-30090	4	20	disclosure	disclosure	NOUN
fbem-30090	4	21	,	,	PUNCT
fbem-30090	4	22	which	which	PRON
fbem-30090	4	23	helps	help	VERB
fbem-30090	4	24	to	to	PART
fbem-30090	4	25	alleviate	alleviate	VERB
fbem-30090	4	26	the	the	DET
fbem-30090	4	27	supplier	supplier	NOUN
fbem-30090	4	28	innovation	innovation	NOUN
fbem-30090	4	29	information	information	NOUN
fbem-30090	4	30	dilemma	dilemma	NOUN
fbem-30090	4	31	;	;	PUNCT
fbem-30090	4	32	(	(	PUNCT
fbem-30090	4	33	2	2	X
fbem-30090	4	34	)	)	PUNCT
fbem-30090	4	35	mechanism	mechanism	NOUN
fbem-30090	4	36	analysis	analysis	NOUN
fbem-30090	4	37	shows	show	VERB
fbem-30090	4	38	that	that	SCONJ
fbem-30090	4	39	the	the	DET
fbem-30090	4	40	supply	supply	NOUN
fbem-30090	4	41	chain	chain	NOUN
fbem-30090	4	42	information	information	NOUN
fbem-30090	4	43	relief	relief	NOUN
fbem-30090	4	44	effect	effect	NOUN
fbem-30090	4	45	is	be	AUX
fbem-30090	4	46	mainly	mainly	ADV
fbem-30090	4	47	transmitted	transmit	VERB
fbem-30090	4	48	along	along	ADP
fbem-30090	4	49	the	the	DET
fbem-30090	4	50	supply	supply	NOUN
fbem-30090	4	51	chain	chain	NOUN
fbem-30090	4	52	through	through	ADP
fbem-30090	4	53	two	two	NUM
fbem-30090	4	54	channels	channel	NOUN
fbem-30090	4	55	:	:	PUNCT
fbem-30090	4	56	the	the	DET
fbem-30090	4	57	“	"	PUNCT
fbem-30090	4	58	direct	direct	ADJ
fbem-30090	4	59	peer	peer	NOUN
fbem-30090	4	60	effect	effect	NOUN
fbem-30090	4	61	”	"	PUNCT
fbem-30090	4	62	of	of	ADP
fbem-30090	4	63	customers	customer	NOUN
fbem-30090	4	64	'	'	PART
fbem-30090	4	65	innovation	innovation	NOUN
fbem-30090	4	66	information	information	NOUN
fbem-30090	4	67	disclosure	disclosure	NOUN
fbem-30090	4	68	and	and	CCONJ
fbem-30090	4	69	the	the	DET
fbem-30090	4	70	“	"	PUNCT
fbem-30090	4	71	indirect	indirect	ADJ
fbem-30090	4	72	peer	peer	NOUN
fbem-30090	4	73	effect	effect	NOUN
fbem-30090	4	74	”	"	PUNCT
fbem-30090	4	75	of	of	ADP
fbem-30090	4	76	suppliers	supplier	NOUN
fbem-30090	4	77	'	'	PART
fbem-30090	4	78	digital	digital	ADJ
fbem-30090	4	79	transformation	transformation	NOUN
fbem-30090	4	80	;	;	PUNCT
fbem-30090	4	81	(	(	PUNCT
fbem-30090	4	82	3	3	X
fbem-30090	4	83	)	)	PUNCT
fbem-30090	4	84	the	the	DET
fbem-30090	4	85	heterogeneity	heterogeneity	NOUN
fbem-30090	4	86	test	test	NOUN
fbem-30090	4	87	shows	show	VERB
fbem-30090	4	88	that	that	SCONJ
fbem-30090	4	89	the	the	DET
fbem-30090	4	90	supply	supply	NOUN
fbem-30090	4	91	chain	chain	NOUN
fbem-30090	4	92	information	information	NOUN
fbem-30090	4	93	relief	relief	NOUN
fbem-30090	4	94	effect	effect	NOUN
fbem-30090	4	95	of	of	ADP
fbem-30090	4	96	digital	digital	ADJ
fbem-30090	4	97	transformation	transformation	NOUN
fbem-30090	4	98	is	be	AUX
fbem-30090	4	99	more	more	ADV
fbem-30090	4	100	significant	significant	ADJ
fbem-30090	4	101	when	when	SCONJ
fbem-30090	4	102	there	there	PRON
fbem-30090	4	103	are	be	VERB
fbem-30090	4	104	overlapping	overlap	VERB
fbem-30090	4	105	investment	investment	NOUN
fbem-30090	4	106	institutions	institution	NOUN
fbem-30090	4	107	,	,	PUNCT
fbem-30090	4	108	geographic	geographic	ADJ
fbem-30090	4	109	proximity	proximity	NOUN
fbem-30090	4	110	and	and	CCONJ
fbem-30090	4	111	closer	close	ADJ
fbem-30090	4	112	cooperation	cooperation	NOUN
fbem-30090	4	113	between	between	ADP
fbem-30090	4	114	customers	customer	NOUN
fbem-30090	4	115	and	and	CCONJ
fbem-30090	4	116	suppliers	supplier	NOUN
fbem-30090	4	117	.	.	PUNCT
fbem-30090	5	1	this	this	DET
fbem-30090	5	2	paper	paper	NOUN
fbem-30090	5	3	provides	provide	VERB
fbem-30090	5	4	a	a	DET
fbem-30090	5	5	new	new	ADJ
fbem-30090	5	6	perspective	perspective	NOUN
fbem-30090	5	7	for	for	ADP
fbem-30090	5	8	understanding	understand	VERB
fbem-30090	5	9	the	the	DET
fbem-30090	5	10	impact	impact	NOUN
fbem-30090	5	11	of	of	ADP
fbem-30090	5	12	digital	digital	ADJ
fbem-30090	5	13	transformation	transformation	NOUN
fbem-30090	5	14	and	and	CCONJ
fbem-30090	5	15	supply	supply	NOUN
fbem-30090	5	16	chain	chain	NOUN
fbem-30090	5	17	participation	participation	NOUN
fbem-30090	5	18	,	,	PUNCT
fbem-30090	5	19	and	and	CCONJ
fbem-30090	5	20	provides	provide	VERB
fbem-30090	5	21	policy	policy	NOUN
fbem-30090	5	22	insights	insight	NOUN
fbem-30090	5	23	for	for	ADP
fbem-30090	5	24	cracking	crack	VERB
fbem-30090	5	25	the	the	DET
fbem-30090	5	26	enterprise	enterprise	NOUN
fbem-30090	5	27	innovation	innovation	NOUN
fbem-30090	5	28	information	information	NOUN
fbem-30090	5	29	dilemma	dilemma	NOUN
fbem-30090	5	30	and	and	CCONJ
fbem-30090	5	31	then	then	ADV
fbem-30090	5	32	realizing	realize	VERB
fbem-30090	5	33	innovation	innovation	NOUN
fbem-30090	5	34	development	development	NOUN
fbem-30090	5	35	.	.	PUNCT
fbem-30090	6	1	keywords	keyword	NOUN
fbem-30090	6	2	:	:	PUNCT
fbem-30090	6	3	digital	digital	ADJ
fbem-30090	6	4	transformation	transformation	NOUN
fbem-30090	6	5	,	,	PUNCT
fbem-30090	6	6	innovation	innovation	NOUN
fbem-30090	6	7	disclosure	disclosure	NOUN
fbem-30090	6	8	,	,	PUNCT
fbem-30090	6	9	information	information	NOUN
fbem-30090	6	10	relief	relief	NOUN
fbem-30090	6	11	effect	effect	NOUN
fbem-30090	6	12	,	,	PUNCT
fbem-30090	6	13	supply	supply	NOUN
fbem-30090	6	14	chain	chain	NOUN
fbem-30090	6	15	,	,	PUNCT
fbem-30090	6	16	peer	peer	NOUN
fbem-30090	6	17	effect	effect	NOUN
fbem-30090	6	18	.	.	PUNCT
fbem-30090	7	1	1	1	X
fbem-30090	7	2	.	.	X
fbem-30090	7	3	introduction	introduction	NOUN
fbem-30090	7	4	science	science	NOUN
fbem-30090	7	5	and	and	CCONJ
fbem-30090	7	6	technology	technology	NOUN
fbem-30090	7	7	are	be	AUX
fbem-30090	7	8	the	the	DET
fbem-30090	7	9	foundation	foundation	NOUN
fbem-30090	7	10	of	of	ADP
fbem-30090	7	11	national	national	ADJ
fbem-30090	7	12	strength	strength	NOUN
fbem-30090	7	13	,	,	PUNCT
fbem-30090	7	14	and	and	CCONJ
fbem-30090	7	15	innovation	innovation	NOUN
fbem-30090	7	16	is	be	AUX
fbem-30090	7	17	the	the	DET
fbem-30090	7	18	soul	soul	NOUN
fbem-30090	7	19	of	of	ADP
fbem-30090	7	20	national	national	ADJ
fbem-30090	7	21	progress	progress	NOUN
fbem-30090	7	22	.	.	PUNCT
fbem-30090	8	1	the	the	DET
fbem-30090	8	2	third	third	ADJ
fbem-30090	8	3	plenary	plenary	ADJ
fbem-30090	8	4	session	session	NOUN
fbem-30090	8	5	of	of	ADP
fbem-30090	8	6	the	the	DET
fbem-30090	8	7	20th	20th	ADJ
fbem-30090	8	8	cpc	cpc	PROPN
fbem-30090	8	9	central	central	PROPN
fbem-30090	8	10	committee	committee	PROPN
fbem-30090	8	11	listed	list	VERB
fbem-30090	8	12	“	"	PUNCT
fbem-30090	8	13	strengthening	strengthen	VERB
fbem-30090	8	14	the	the	DET
fbem-30090	8	15	status	status	NOUN
fbem-30090	8	16	of	of	ADP
fbem-30090	8	17	enterprises	enterprise	NOUN
fbem-30090	8	18	as	as	ADP
fbem-30090	8	19	the	the	DET
fbem-30090	8	20	mainstay	mainstay	NOUN
fbem-30090	8	21	of	of	ADP
fbem-30090	8	22	scientific	scientific	ADJ
fbem-30090	8	23	and	and	CCONJ
fbem-30090	8	24	technological	technological	ADJ
fbem-30090	8	25	innovation	innovation	NOUN
fbem-30090	8	26	”	"	PUNCT
fbem-30090	8	27	as	as	ADP
fbem-30090	8	28	an	an	DET
fbem-30090	8	29	important	important	ADJ
fbem-30090	8	30	part	part	NOUN
fbem-30090	8	31	of	of	ADP
fbem-30090	8	32	“	"	PUNCT
fbem-30090	8	33	deepening	deepen	VERB
fbem-30090	8	34	the	the	DET
fbem-30090	8	35	reform	reform	NOUN
fbem-30090	8	36	of	of	ADP
fbem-30090	8	37	the	the	DET
fbem-30090	8	38	scientific	scientific	ADJ
fbem-30090	8	39	and	and	CCONJ
fbem-30090	8	40	technological	technological	ADJ
fbem-30090	8	41	system	system	NOUN
fbem-30090	8	42	”	"	PUNCT
fbem-30090	8	43	,	,	PUNCT
fbem-30090	8	44	and	and	CCONJ
fbem-30090	8	45	proposed	propose	VERB
fbem-30090	8	46	to	to	PART
fbem-30090	8	47	build	build	VERB
fbem-30090	8	48	a	a	DET
fbem-30090	8	49	scientific	scientific	ADJ
fbem-30090	8	50	and	and	CCONJ
fbem-30090	8	51	technological	technological	ADJ
fbem-30090	8	52	financial	financial	ADJ
fbem-30090	8	53	system	system	NOUN
fbem-30090	8	54	compatible	compatible	ADJ
fbem-30090	8	55	with	with	ADP
fbem-30090	8	56	scientific	scientific	ADJ
fbem-30090	8	57	and	and	CCONJ
fbem-30090	8	58	technological	technological	ADJ
fbem-30090	8	59	innovation	innovation	NOUN
fbem-30090	8	60	,	,	PUNCT
fbem-30090	8	61	and	and	CCONJ
fbem-30090	8	62	to	to	PART
fbem-30090	8	63	strengthen	strengthen	VERB
fbem-30090	8	64	financial	financial	ADJ
fbem-30090	8	65	support	support	NOUN
fbem-30090	8	66	for	for	ADP
fbem-30090	8	67	the	the	DET
fbem-30090	8	68	major	major	ADJ
fbem-30090	8	69	national	national	ADJ
fbem-30090	8	70	scientific	scientific	ADJ
fbem-30090	8	71	and	and	CCONJ
fbem-30090	8	72	technological	technological	ADJ
fbem-30090	8	73	tasks	task	NOUN
fbem-30090	8	74	and	and	CCONJ
fbem-30090	8	75	scientific	scientific	ADJ
fbem-30090	8	76	and	and	CCONJ
fbem-30090	8	77	technological	technological	ADJ
fbem-30090	8	78	small	small	ADJ
fbem-30090	8	79	and	and	CCONJ
fbem-30090	8	80	medium	medium	ADJ
fbem-30090	8	81	-	-	PUNCT
fbem-30090	8	82	sized	sized	ADJ
fbem-30090	8	83	enterprises	enterprise	NOUN
fbem-30090	8	84	.	.	PUNCT
fbem-30090	9	1	it	it	PRON
fbem-30090	9	2	also	also	ADV
fbem-30090	9	3	proposes	propose	VERB
fbem-30090	9	4	to	to	PART
fbem-30090	9	5	build	build	VERB
fbem-30090	9	6	a	a	DET
fbem-30090	9	7	financial	financial	ADJ
fbem-30090	9	8	system	system	NOUN
fbem-30090	9	9	for	for	ADP
fbem-30090	9	10	science	science	NOUN
fbem-30090	9	11	and	and	CCONJ
fbem-30090	9	12	technology	technology	NOUN
fbem-30090	9	13	in	in	ADP
fbem-30090	9	14	line	line	NOUN
fbem-30090	9	15	with	with	ADP
fbem-30090	9	16	scientific	scientific	ADJ
fbem-30090	9	17	and	and	CCONJ
fbem-30090	9	18	technological	technological	ADJ
fbem-30090	9	19	innovation	innovation	NOUN
fbem-30090	9	20	,	,	PUNCT
fbem-30090	9	21	strengthen	strengthen	VERB
fbem-30090	9	22	financial	financial	ADJ
fbem-30090	9	23	support	support	NOUN
fbem-30090	9	24	for	for	ADP
fbem-30090	9	25	major	major	ADJ
fbem-30090	9	26	national	national	ADJ
fbem-30090	9	27	scientific	scientific	ADJ
fbem-30090	9	28	and	and	CCONJ
fbem-30090	9	29	technological	technological	ADJ
fbem-30090	9	30	tasks	task	NOUN
fbem-30090	9	31	and	and	CCONJ
fbem-30090	9	32	science	science	NOUN
fbem-30090	9	33	and	and	CCONJ
fbem-30090	9	34	technology	technology	NOUN
fbem-30090	9	35	-	-	PUNCT
fbem-30090	9	36	based	base	VERB
fbem-30090	9	37	small	small	ADJ
fbem-30090	9	38	and	and	CCONJ
fbem-30090	9	39	medium	medium	ADJ
fbem-30090	9	40	-	-	PUNCT
fbem-30090	9	41	sized	sized	ADJ
fbem-30090	9	42	enterprises	enterprise	NOUN
fbem-30090	9	43	(	(	PUNCT
fbem-30090	9	44	smes	sme	NOUN
fbem-30090	9	45	)	)	PUNCT
fbem-30090	9	46	,	,	PUNCT
fbem-30090	9	47	and	and	CCONJ
fbem-30090	9	48	improve	improve	VERB
fbem-30090	9	49	the	the	DET
fbem-30090	9	50	support	support	NOUN
fbem-30090	9	51	policy	policy	NOUN
fbem-30090	9	52	for	for	ADP
fbem-30090	9	53	long	long	ADJ
fbem-30090	9	54	-	-	PUNCT
fbem-30090	9	55	term	term	NOUN
fbem-30090	9	56	capital	capital	NOUN
fbem-30090	9	57	to	to	PART
fbem-30090	9	58	be	be	AUX
fbem-30090	9	59	invested	invest	VERB
fbem-30090	9	60	in	in	ADP
fbem-30090	9	61	early	early	ADJ
fbem-30090	9	62	stage	stage	NOUN
fbem-30090	9	63	,	,	PUNCT
fbem-30090	9	64	small	small	ADJ
fbem-30090	9	65	scale	scale	NOUN
fbem-30090	9	66	,	,	PUNCT
fbem-30090	9	67	long	long	ADJ
fbem-30090	9	68	term	term	NOUN
fbem-30090	9	69	,	,	PUNCT
fbem-30090	9	70	and	and	CCONJ
fbem-30090	9	71	hard	hard	ADJ
fbem-30090	9	72	technology	technology	NOUN
fbem-30090	9	73	.	.	PUNCT
fbem-30090	10	1	innovation	innovation	NOUN
fbem-30090	10	2	activities	activity	NOUN
fbem-30090	10	3	are	be	AUX
fbem-30090	10	4	usually	usually	ADV
fbem-30090	10	5	characterized	characterize	VERB
fbem-30090	10	6	by	by	ADP
fbem-30090	10	7	long	long	ADJ
fbem-30090	10	8	cycle	cycle	NOUN
fbem-30090	10	9	,	,	PUNCT
fbem-30090	10	10	high	high	ADJ
fbem-30090	10	11	risk	risk	NOUN
fbem-30090	10	12	and	and	CCONJ
fbem-30090	10	13	high	high	ADJ
fbem-30090	10	14	uncertainty	uncertainty	NOUN
fbem-30090	10	15	,	,	PUNCT
fbem-30090	10	16	and	and	CCONJ
fbem-30090	10	17	enterprises	enterprise	NOUN
fbem-30090	10	18	ca	can	AUX
fbem-30090	10	19	n't	not	PART
fbem-30090	10	20	carry	carry	VERB
fbem-30090	10	21	out	out	ADP
fbem-30090	10	22	innovation	innovation	NOUN
fbem-30090	10	23	without	without	ADP
fbem-30090	10	24	the	the	DET
fbem-30090	10	25	support	support	NOUN
fbem-30090	10	26	of	of	ADP
fbem-30090	10	27	external	external	ADJ
fbem-30090	10	28	funds	fund	NOUN
fbem-30090	10	29	,	,	PUNCT
fbem-30090	10	30	but	but	CCONJ
fbem-30090	10	31	external	external	ADJ
fbem-30090	10	32	investors	investor	NOUN
fbem-30090	10	33	face	face	VERB
fbem-30090	10	34	the	the	DET
fbem-30090	10	35	risks	risk	NOUN
fbem-30090	10	36	of	of	ADP
fbem-30090	10	37	incomplete	incomplete	ADJ
fbem-30090	10	38	disclosure	disclosure	NOUN
fbem-30090	10	39	of	of	ADP
fbem-30090	10	40	enterprise	enterprise	NOUN
fbem-30090	10	41	innovation	innovation	NOUN
fbem-30090	10	42	information	information	NOUN
fbem-30090	10	43	and	and	CCONJ
fbem-30090	10	44	difficulty	difficulty	NOUN
fbem-30090	10	45	in	in	ADP
fbem-30090	10	46	recognizing	recognize	VERB
fbem-30090	10	47	the	the	DET
fbem-30090	10	48	authenticity	authenticity	NOUN
fbem-30090	10	49	of	of	ADP
fbem-30090	10	50	the	the	DET
fbem-30090	10	51	information	information	NOUN
fbem-30090	10	52	,	,	PUNCT
fbem-30090	10	53	which	which	PRON
fbem-30090	10	54	affects	affect	VERB
fbem-30090	10	55	their	their	PRON
fbem-30090	10	56	willingness	willingness	NOUN
fbem-30090	10	57	to	to	PART
fbem-30090	10	58	invest	invest	VERB
fbem-30090	10	59	[	[	X
fbem-30090	10	60	1	1	NUM
fbem-30090	10	61	]	]	PUNCT
fbem-30090	10	62	.	.	PUNCT
fbem-30090	11	1	at	at	ADP
fbem-30090	11	2	the	the	DET
fbem-30090	11	3	same	same	ADJ
fbem-30090	11	4	time	time	NOUN
fbem-30090	11	5	,	,	PUNCT
fbem-30090	11	6	enterprise	enterprise	NOUN
fbem-30090	11	7	innovation	innovation	NOUN
fbem-30090	11	8	information	information	NOUN
fbem-30090	11	9	disclosure	disclosure	NOUN
fbem-30090	11	10	will	will	AUX
fbem-30090	11	11	produce	produce	VERB
fbem-30090	11	12	strong	strong	ADJ
fbem-30090	11	13	repercussions	repercussion	NOUN
fbem-30090	11	14	in	in	ADP
fbem-30090	11	15	the	the	DET
fbem-30090	11	16	capital	capital	NOUN
fbem-30090	11	17	market	market	NOUN
fbem-30090	11	18	,	,	PUNCT
fbem-30090	11	19	product	product	NOUN
fbem-30090	11	20	market	market	NOUN
fbem-30090	11	21	and	and	CCONJ
fbem-30090	11	22	internal	internal	ADJ
fbem-30090	11	23	market	market	NOUN
fbem-30090	11	24	of	of	ADP
fbem-30090	11	25	enterprises	enterprise	NOUN
fbem-30090	11	26	[	[	X
fbem-30090	11	27	2	2	NUM
fbem-30090	11	28	]	]	PUNCT
fbem-30090	11	29	,	,	PUNCT
fbem-30090	11	30	and	and	CCONJ
fbem-30090	11	31	its	its	PRON
fbem-30090	11	32	high	high	ADJ
fbem-30090	11	33	proprietary	proprietary	ADJ
fbem-30090	11	34	cost	cost	NOUN
fbem-30090	11	35	attributes	attribute	NOUN
fbem-30090	11	36	often	often	ADV
fbem-30090	11	37	limit	limit	VERB
fbem-30090	11	38	the	the	DET
fbem-30090	11	39	disclosure	disclosure	NOUN
fbem-30090	11	40	choices	choice	NOUN
fbem-30090	11	41	of	of	ADP
fbem-30090	11	42	enterprises	enterprise	NOUN
fbem-30090	11	43	and	and	CCONJ
fbem-30090	11	44	lead	lead	VERB
fbem-30090	11	45	to	to	ADP
fbem-30090	11	46	insufficient	insufficient	ADJ
fbem-30090	11	47	disclosure	disclosure	NOUN
fbem-30090	11	48	of	of	ADP
fbem-30090	11	49	innovation	innovation	NOUN
fbem-30090	11	50	information	information	NOUN
fbem-30090	11	51	,	,	PUNCT
fbem-30090	11	52	which	which	PRON
fbem-30090	11	53	leads	lead	VERB
fbem-30090	11	54	to	to	ADP
fbem-30090	11	55	the	the	DET
fbem-30090	11	56	innovation	innovation	NOUN
fbem-30090	11	57	information	information	NOUN
fbem-30090	11	58	dilemma	dilemma	NOUN
fbem-30090	11	59	between	between	ADP
fbem-30090	11	60	the	the	DET
fbem-30090	11	61	enterprise	enterprise	NOUN
fbem-30090	11	62	and	and	CCONJ
fbem-30090	11	63	the	the	DET
fbem-30090	11	64	external	external	ADJ
fbem-30090	11	65	capital	capital	NOUN
fbem-30090	11	66	link	link	NOUN
fbem-30090	12	1	[	[	X
fbem-30090	12	2	3	3	NUM
fbem-30090	12	3	,	,	PUNCT
fbem-30090	12	4	4	4	NUM
fbem-30090	12	5	]	]	PUNCT
fbem-30090	12	6	.	.	PUNCT
fbem-30090	13	1	how	how	SCONJ
fbem-30090	13	2	to	to	PART
fbem-30090	13	3	alleviate	alleviate	VERB
fbem-30090	13	4	the	the	DET
fbem-30090	13	5	innovation	innovation	NOUN
fbem-30090	13	6	information	information	NOUN
fbem-30090	13	7	dilemma	dilemma	NOUN
fbem-30090	13	8	,	,	PUNCT
fbem-30090	13	9	promote	promote	VERB
fbem-30090	13	10	the	the	DET
fbem-30090	13	11	acceleration	acceleration	NOUN
fbem-30090	13	12	of	of	ADP
fbem-30090	13	13	innovation	innovation	NOUN
fbem-30090	13	14	resources	resource	NOUN
fbem-30090	13	15	to	to	ADP
fbem-30090	13	16	enterprises	enterprise	NOUN
fbem-30090	13	17	,	,	PUNCT
fbem-30090	13	18	and	and	CCONJ
fbem-30090	13	19	then	then	ADV
fbem-30090	13	20	help	help	VERB
fbem-30090	13	21	enterprises	enterprise	NOUN
fbem-30090	13	22	to	to	PART
fbem-30090	13	23	continuously	continuously	ADV
fbem-30090	13	24	improve	improve	VERB
fbem-30090	13	25	the	the	DET
fbem-30090	13	26	ability	ability	NOUN
fbem-30090	13	27	of	of	ADP
fbem-30090	13	28	scientific	scientific	ADJ
fbem-30090	13	29	and	and	CCONJ
fbem-30090	13	30	technological	technological	ADJ
fbem-30090	13	31	innovation	innovation	NOUN
fbem-30090	13	32	is	be	AUX
fbem-30090	13	33	an	an	DET
fbem-30090	13	34	important	important	ADJ
fbem-30090	13	35	and	and	CCONJ
fbem-30090	13	36	urgent	urgent	ADJ
fbem-30090	13	37	practical	practical	ADJ
fbem-30090	13	38	issue	issue	NOUN
fbem-30090	13	39	in	in	ADP
fbem-30090	13	40	the	the	DET
fbem-30090	13	41	implementation	implementation	NOUN
fbem-30090	13	42	of	of	ADP
fbem-30090	13	43	innovationdriven	innovationdriven	VERB
fbem-30090	13	44	development	development	NOUN
fbem-30090	13	45	strategy	strategy	NOUN
fbem-30090	13	46	.	.	PUNCT
fbem-30090	14	1	at	at	ADP
fbem-30090	14	2	present	present	ADJ
fbem-30090	14	3	,	,	PUNCT
fbem-30090	14	4	the	the	DET
fbem-30090	14	5	construction	construction	NOUN
fbem-30090	14	6	of	of	ADP
fbem-30090	14	7	digital	digital	ADJ
fbem-30090	14	8	china	china	PROPN
fbem-30090	14	9	is	be	AUX
fbem-30090	14	10	accelerating	accelerate	VERB
fbem-30090	14	11	,	,	PUNCT
fbem-30090	14	12	and	and	CCONJ
fbem-30090	14	13	digital	digital	ADJ
fbem-30090	14	14	transformation	transformation	NOUN
fbem-30090	14	15	is	be	AUX
fbem-30090	14	16	becoming	become	VERB
fbem-30090	14	17	an	an	DET
fbem-30090	14	18	important	important	ADJ
fbem-30090	14	19	hand	hand	NOUN
fbem-30090	14	20	in	in	ADP
fbem-30090	14	21	cultivating	cultivate	VERB
fbem-30090	14	22	new	new	ADJ
fbem-30090	14	23	productivity	productivity	NOUN
fbem-30090	14	24	and	and	CCONJ
fbem-30090	14	25	innovation	innovation	NOUN
fbem-30090	14	26	-	-	PUNCT
fbem-30090	14	27	driven	drive	VERB
fbem-30090	14	28	highquality	highquality	NOUN
fbem-30090	14	29	development	development	NOUN
fbem-30090	14	30	.	.	PUNCT
fbem-30090	15	1	recent	recent	ADJ
fbem-30090	15	2	studies	study	NOUN
fbem-30090	15	3	have	have	AUX
fbem-30090	15	4	pointed	point	VERB
fbem-30090	15	5	out	out	ADP
fbem-30090	15	6	that	that	SCONJ
fbem-30090	15	7	enterprise	enterprise	NOUN
fbem-30090	15	8	digital	digital	ADJ
fbem-30090	15	9	transformation	transformation	NOUN
fbem-30090	15	10	can	can	AUX
fbem-30090	15	11	significantly	significantly	ADV
fbem-30090	15	12	inhibit	inhibit	VERB
fbem-30090	15	13	information	information	NOUN
fbem-30090	15	14	disclosure	disclosure	NOUN
fbem-30090	15	15	violations	violation	NOUN
fbem-30090	15	16	[	[	X
fbem-30090	15	17	5	5	NUM
fbem-30090	15	18	]	]	PUNCT
fbem-30090	15	19	and	and	CCONJ
fbem-30090	15	20	improve	improve	VERB
fbem-30090	15	21	the	the	DET
fbem-30090	15	22	quality	quality	NOUN
fbem-30090	15	23	of	of	ADP
fbem-30090	15	24	information	information	NOUN
fbem-30090	15	25	disclosure	disclosure	NOUN
fbem-30090	15	26	[	[	X
fbem-30090	15	27	6	6	NUM
fbem-30090	15	28	]	]	PUNCT
fbem-30090	15	29	,	,	PUNCT
fbem-30090	15	30	and	and	CCONJ
fbem-30090	15	31	produce	produce	VERB
fbem-30090	15	32	information	information	NOUN
fbem-30090	15	33	“	"	PUNCT
fbem-30090	15	34	relief	relief	NOUN
fbem-30090	15	35	effect	effect	NOUN
fbem-30090	15	36	”	"	PUNCT
fbem-30090	16	1	[	[	X
fbem-30090	16	2	7	7	NUM
fbem-30090	16	3	]	]	PUNCT
fbem-30090	16	4	,	,	PUNCT
fbem-30090	16	5	the	the	DET
fbem-30090	16	6	role	role	NOUN
fbem-30090	16	7	of	of	ADP
fbem-30090	16	8	information	information	NOUN
fbem-30090	16	9	governance	governance	NOUN
fbem-30090	16	10	of	of	ADP
fbem-30090	16	11	enterprise	enterprise	NOUN
fbem-30090	16	12	digital	digital	ADJ
fbem-30090	16	13	transformation	transformation	NOUN
fbem-30090	16	14	for	for	ADP
fbem-30090	16	15	innovation	innovation	NOUN
fbem-30090	16	16	information	information	NOUN
fbem-30090	16	17	dilemma	dilemma	NOUN
fbem-30090	16	18	provides	provide	VERB
fbem-30090	16	19	a	a	DET
fbem-30090	16	20	new	new	ADJ
fbem-30090	16	21	important	important	ADJ
fbem-30090	16	22	feasible	feasible	ADJ
fbem-30090	16	23	direction	direction	NOUN
fbem-30090	16	24	.	.	PUNCT
fbem-30090	17	1	some	some	DET
fbem-30090	17	2	studies	study	NOUN
fbem-30090	17	3	have	have	AUX
fbem-30090	17	4	confirmed	confirm	VERB
fbem-30090	17	5	that	that	SCONJ
fbem-30090	17	6	the	the	DET
fbem-30090	17	7	digital	digital	ADJ
fbem-30090	17	8	transformation	transformation	NOUN
fbem-30090	17	9	of	of	ADP
fbem-30090	17	10	customer	customer	NOUN
fbem-30090	17	11	enterprises	enterprise	NOUN
fbem-30090	17	12	can	can	AUX
fbem-30090	17	13	effectively	effectively	ADV
fbem-30090	17	14	promote	promote	VERB
fbem-30090	17	15	the	the	DET
fbem-30090	17	16	innovation	innovation	NOUN
fbem-30090	17	17	[	[	X
fbem-30090	17	18	8	8	NUM
fbem-30090	17	19	]	]	PUNCT
fbem-30090	17	20	and	and	CCONJ
fbem-30090	17	21	digital	digital	ADJ
fbem-30090	17	22	transformation	transformation	NOUN
fbem-30090	18	1	[	[	X
fbem-30090	18	2	9	9	NUM
fbem-30090	18	3	]	]	PUNCT
fbem-30090	18	4	of	of	ADP
fbem-30090	18	5	supplier	supplier	NOUN
fbem-30090	18	6	enterprises	enterprise	NOUN
fbem-30090	18	7	,	,	PUNCT
fbem-30090	18	8	improve	improve	VERB
fbem-30090	18	9	the	the	DET
fbem-30090	18	10	total	total	ADJ
fbem-30090	18	11	factor	factor	NOUN
fbem-30090	18	12	productivity	productivity	NOUN
fbem-30090	18	13	[	[	X
fbem-30090	18	14	10	10	NUM
fbem-30090	18	15	]	]	PUNCT
fbem-30090	18	16	of	of	ADP
fbem-30090	18	17	supplier	supplier	NOUN
fbem-30090	18	18	enterprises	enterprise	NOUN
fbem-30090	18	19	,	,	PUNCT
fbem-30090	18	20	and	and	CCONJ
fbem-30090	18	21	realize	realize	VERB
fbem-30090	18	22	the	the	DET
fbem-30090	18	23	value	value	NOUN
fbem-30090	18	24	co	co	NOUN
fbem-30090	18	25	-	-	NOUN
fbem-30090	18	26	creation	creation	NOUN
fbem-30090	18	27	among	among	ADP
fbem-30090	18	28	enterprises	enterprise	NOUN
fbem-30090	18	29	,	,	PUNCT
fbem-30090	18	30	but	but	CCONJ
fbem-30090	18	31	they	they	PRON
fbem-30090	18	32	have	have	AUX
fbem-30090	18	33	not	not	PART
fbem-30090	18	34	yet	yet	ADV
fbem-30090	18	35	touched	touch	VERB
fbem-30090	18	36	on	on	ADP
fbem-30090	18	37	the	the	DET
fbem-30090	18	38	important	important	ADJ
fbem-30090	18	39	topic	topic	NOUN
fbem-30090	18	40	of	of	ADP
fbem-30090	18	41	whether	whether	SCONJ
fbem-30090	18	42	there	there	PRON
fbem-30090	18	43	is	be	VERB
fbem-30090	18	44	a	a	DET
fbem-30090	18	45	supply	supply	NOUN
fbem-30090	18	46	chain	chain	NOUN
fbem-30090	18	47	information	information	NOUN
fbem-30090	18	48	relief	relief	NOUN
fbem-30090	18	49	effect	effect	NOUN
fbem-30090	18	50	of	of	ADP
fbem-30090	18	51	the	the	DET
fbem-30090	18	52	digital	digital	ADJ
fbem-30090	18	53	transformation	transformation	NOUN
fbem-30090	18	54	of	of	ADP
fbem-30090	18	55	customer	customer	NOUN
fbem-30090	18	56	enterprises	enterprise	NOUN
fbem-30090	18	57	,	,	PUNCT
fbem-30090	18	58	and	and	CCONJ
fbem-30090	18	59	the	the	DET
fbem-30090	18	60	research	research	NOUN
fbem-30090	18	61	on	on	ADP
fbem-30090	18	62	this	this	DET
fbem-30090	18	63	issue	issue	NOUN
fbem-30090	18	64	can	can	AUX
fbem-30090	18	65	provide	provide	VERB
fbem-30090	18	66	feasible	feasible	ADJ
fbem-30090	18	67	paths	path	NOUN
fbem-30090	18	68	for	for	ADP
fbem-30090	18	69	solving	solve	VERB
fbem-30090	18	70	the	the	DET
fbem-30090	18	71	innovation	innovation	NOUN
fbem-30090	18	72	information	information	NOUN
fbem-30090	18	73	dilemma	dilemma	NOUN
fbem-30090	18	74	of	of	ADP
fbem-30090	18	75	enterprises	enterprise	NOUN
fbem-30090	18	76	.	.	PUNCT
fbem-30090	19	1	the	the	DET
fbem-30090	19	2	research	research	NOUN
fbem-30090	19	3	on	on	ADP
fbem-30090	19	4	this	this	DET
fbem-30090	19	5	issue	issue	NOUN
fbem-30090	19	6	can	can	AUX
fbem-30090	19	7	provide	provide	VERB
fbem-30090	19	8	a	a	DET
fbem-30090	19	9	feasible	feasible	ADJ
fbem-30090	19	10	way	way	NOUN
fbem-30090	19	11	to	to	PART
fbem-30090	19	12	solve	solve	VERB
fbem-30090	19	13	the	the	DET
fbem-30090	19	14	enterprise	enterprise	NOUN
fbem-30090	19	15	innovation	innovation	NOUN
fbem-30090	19	16	information	information	NOUN
fbem-30090	19	17	dilemma	dilemma	NOUN
fbem-30090	19	18	.	.	PUNCT
fbem-30090	20	1	therefore	therefore	ADV
fbem-30090	20	2	,	,	PUNCT
fbem-30090	20	3	it	it	PRON
fbem-30090	20	4	is	be	AUX
fbem-30090	20	5	of	of	ADP
fbem-30090	20	6	great	great	ADJ
fbem-30090	20	7	significance	significance	NOUN
fbem-30090	20	8	to	to	PART
fbem-30090	20	9	systematically	systematically	ADV
fbem-30090	20	10	analyze	analyze	VERB
fbem-30090	20	11	and	and	CCONJ
fbem-30090	20	12	empirically	empirically	ADV
fbem-30090	20	13	test	test	VERB
fbem-30090	20	14	whether	whether	SCONJ
fbem-30090	20	15	and	and	CCONJ
fbem-30090	20	16	how	how	SCONJ
fbem-30090	20	17	the	the	DET
fbem-30090	20	18	digital	digital	ADJ
fbem-30090	20	19	transformation	transformation	NOUN
fbem-30090	20	20	of	of	ADP
fbem-30090	20	21	enterprises	enterprise	NOUN
fbem-30090	20	22	in	in	ADP
fbem-30090	20	23	the	the	DET
fbem-30090	20	24	supply	supply	NOUN
fbem-30090	20	25	chain	chain	NOUN
fbem-30090	20	26	can	can	AUX
fbem-30090	20	27	alleviate	alleviate	VERB
fbem-30090	20	28	the	the	DET
fbem-30090	20	29	innovation	innovation	NOUN
fbem-30090	20	30	information	information	NOUN
fbem-30090	20	31	dilemma	dilemma	NOUN
fbem-30090	20	32	,	,	PUNCT
fbem-30090	20	33	in	in	ADP
fbem-30090	20	34	order	order	NOUN
fbem-30090	20	35	to	to	PART
fbem-30090	20	36	grasp	grasp	VERB
fbem-30090	20	37	the	the	DET
fbem-30090	20	38	opportunities	opportunity	NOUN
fbem-30090	20	39	of	of	ADP
fbem-30090	20	40	digital	digital	ADJ
fbem-30090	20	41	technological	technological	ADJ
fbem-30090	20	42	change	change	NOUN
fbem-30090	20	43	and	and	CCONJ
fbem-30090	20	44	make	make	VERB
fbem-30090	20	45	use	use	NOUN
fbem-30090	20	46	of	of	ADP
fbem-30090	20	47	the	the	DET
fbem-30090	20	48	supply	supply	NOUN
fbem-30090	20	49	chain	chain	NOUN
fbem-30090	20	50	transmission	transmission	NOUN
fbem-30090	20	51	mechanism	mechanism	NOUN
fbem-30090	20	52	to	to	PART
fbem-30090	20	53	strengthen	strengthen	VERB
fbem-30090	20	54	the	the	DET
fbem-30090	20	55	159	159	NUM
fbem-30090	20	56	governance	governance	NOUN
fbem-30090	20	57	of	of	ADP
fbem-30090	20	58	the	the	DET
fbem-30090	20	59	innovation	innovation	NOUN
fbem-30090	20	60	information	information	NOUN
fbem-30090	20	61	dilemma	dilemma	NOUN
fbem-30090	20	62	of	of	ADP
fbem-30090	20	63	enterprises	enterprise	NOUN
fbem-30090	20	64	,	,	PUNCT
fbem-30090	20	65	to	to	PART
fbem-30090	20	66	empower	empower	VERB
fbem-30090	20	67	enterprise	enterprise	NOUN
fbem-30090	20	68	innovation	innovation	NOUN
fbem-30090	20	69	,	,	PUNCT
fbem-30090	20	70	and	and	CCONJ
fbem-30090	20	71	to	to	PART
fbem-30090	20	72	help	help	VERB
fbem-30090	20	73	achieve	achieve	VERB
fbem-30090	20	74	a	a	DET
fbem-30090	20	75	high	high	ADJ
fbem-30090	20	76	level	level	NOUN
fbem-30090	20	77	of	of	ADP
fbem-30090	20	78	scientific	scientific	ADJ
fbem-30090	20	79	and	and	CCONJ
fbem-30090	20	80	technological	technological	ADJ
fbem-30090	20	81	selfreliance	selfreliance	NOUN
fbem-30090	20	82	and	and	CCONJ
fbem-30090	20	83	self	self	NOUN
fbem-30090	20	84	-	-	PUNCT
fbem-30090	20	85	improvement	improvement	NOUN
fbem-30090	20	86	.	.	PUNCT
fbem-30090	21	1	based	base	VERB
fbem-30090	21	2	on	on	ADP
fbem-30090	21	3	this	this	PRON
fbem-30090	21	4	,	,	PUNCT
fbem-30090	21	5	this	this	DET
fbem-30090	21	6	paper	paper	NOUN
fbem-30090	21	7	uses	use	VERB
fbem-30090	21	8	the	the	DET
fbem-30090	21	9	supply	supply	NOUN
fbem-30090	21	10	chain	chain	NOUN
fbem-30090	21	11	data	data	NOUN
fbem-30090	21	12	samples	sample	NOUN
fbem-30090	21	13	of	of	ADP
fbem-30090	21	14	a	a	DET
fbem-30090	21	15	-	-	PUNCT
fbem-30090	21	16	share	share	NOUN
fbem-30090	21	17	listed	list	VERB
fbem-30090	21	18	companies	company	NOUN
fbem-30090	21	19	from	from	ADP
fbem-30090	21	20	2012	2012	NUM
fbem-30090	21	21	to	to	ADP
fbem-30090	21	22	2022	2022	NUM
fbem-30090	21	23	to	to	PART
fbem-30090	21	24	explore	explore	VERB
fbem-30090	21	25	the	the	DET
fbem-30090	21	26	impact	impact	NOUN
fbem-30090	21	27	of	of	ADP
fbem-30090	21	28	digital	digital	ADJ
fbem-30090	21	29	transformation	transformation	NOUN
fbem-30090	21	30	of	of	ADP
fbem-30090	21	31	customer	customer	NOUN
fbem-30090	21	32	enterprises	enterprise	NOUN
fbem-30090	21	33	on	on	ADP
fbem-30090	21	34	the	the	DET
fbem-30090	21	35	disclosure	disclosure	NOUN
fbem-30090	21	36	of	of	ADP
fbem-30090	21	37	suppliers	supplier	NOUN
fbem-30090	21	38	'	'	PART
fbem-30090	21	39	corporate	corporate	ADJ
fbem-30090	21	40	innovation	innovation	NOUN
fbem-30090	21	41	information	information	NOUN
fbem-30090	21	42	under	under	ADP
fbem-30090	21	43	cross	cross	ADJ
fbem-30090	21	44	-	-	ADJ
fbem-30090	21	45	firm	firm	ADJ
fbem-30090	21	46	relationships	relationship	NOUN
fbem-30090	21	47	,	,	PUNCT
fbem-30090	21	48	and	and	CCONJ
fbem-30090	21	49	further	far	ADV
fbem-30090	21	50	discusses	discuss	VERB
fbem-30090	21	51	the	the	DET
fbem-30090	21	52	mechanisms	mechanism	NOUN
fbem-30090	21	53	of	of	ADP
fbem-30090	21	54	“	"	PUNCT
fbem-30090	21	55	direct	direct	ADJ
fbem-30090	21	56	cohort	cohort	NOUN
fbem-30090	21	57	effect	effect	NOUN
fbem-30090	21	58	”	"	PUNCT
fbem-30090	21	59	and	and	CCONJ
fbem-30090	21	60	“	"	PUNCT
fbem-30090	21	61	indirect	indirect	ADJ
fbem-30090	21	62	cohort	cohort	NOUN
fbem-30090	21	63	effect	effect	NOUN
fbem-30090	21	64	”	"	PUNCT
fbem-30090	21	65	,	,	PUNCT
fbem-30090	21	66	in	in	ADP
fbem-30090	21	67	order	order	NOUN
fbem-30090	21	68	to	to	PART
fbem-30090	21	69	provide	provide	VERB
fbem-30090	21	70	a	a	DET
fbem-30090	21	71	better	well	ADJ
fbem-30090	21	72	understanding	understanding	NOUN
fbem-30090	21	73	of	of	ADP
fbem-30090	21	74	the	the	DET
fbem-30090	21	75	impact	impact	NOUN
fbem-30090	21	76	of	of	ADP
fbem-30090	21	77	digital	digital	ADJ
fbem-30090	21	78	transformation	transformation	NOUN
fbem-30090	21	79	on	on	ADP
fbem-30090	21	80	suppliers	supplier	NOUN
fbem-30090	21	81	'	'	PART
fbem-30090	21	82	corporate	corporate	ADJ
fbem-30090	21	83	innovation	innovation	NOUN
fbem-30090	21	84	information	information	NOUN
fbem-30090	21	85	disclosure	disclosure	NOUN
fbem-30090	21	86	.	.	PUNCT
fbem-30090	22	1	we	we	PRON
fbem-30090	22	2	further	far	ADV
fbem-30090	22	3	discuss	discuss	VERB
fbem-30090	22	4	the	the	DET
fbem-30090	22	5	mechanisms	mechanism	NOUN
fbem-30090	22	6	of	of	ADP
fbem-30090	22	7	“	"	PUNCT
fbem-30090	22	8	direct	direct	ADJ
fbem-30090	22	9	cohort	cohort	NOUN
fbem-30090	22	10	effect	effect	NOUN
fbem-30090	22	11	”	"	PUNCT
fbem-30090	22	12	and	and	CCONJ
fbem-30090	22	13	“	"	PUNCT
fbem-30090	22	14	indirect	indirect	ADJ
fbem-30090	22	15	cohort	cohort	NOUN
fbem-30090	22	16	effect	effect	NOUN
fbem-30090	22	17	”	"	PUNCT
fbem-30090	22	18	to	to	PART
fbem-30090	22	19	expand	expand	VERB
fbem-30090	22	20	the	the	DET
fbem-30090	22	21	effective	effective	ADJ
fbem-30090	22	22	path	path	NOUN
fbem-30090	22	23	for	for	ADP
fbem-30090	22	24	breaking	break	VERB
fbem-30090	22	25	the	the	DET
fbem-30090	22	26	innovation	innovation	NOUN
fbem-30090	22	27	information	information	NOUN
fbem-30090	22	28	dilemma	dilemma	NOUN
fbem-30090	22	29	.	.	PUNCT
fbem-30090	23	1	2	2	X
fbem-30090	23	2	.	.	X
fbem-30090	23	3	mechanism	mechanism	NOUN
fbem-30090	23	4	analysis	analysis	NOUN
fbem-30090	23	5	and	and	CCONJ
fbem-30090	23	6	hypothesis	hypothesis	NOUN
fbem-30090	23	7	formulation	formulation	NOUN
fbem-30090	23	8	2.1	2.1	NUM
fbem-30090	23	9	.	.	PUNCT
fbem-30090	24	1	the	the	DET
fbem-30090	24	2	impact	impact	NOUN
fbem-30090	24	3	of	of	ADP
fbem-30090	24	4	digital	digital	ADJ
fbem-30090	24	5	transformation	transformation	NOUN
fbem-30090	24	6	of	of	ADP
fbem-30090	24	7	customer	customer	NOUN
fbem-30090	24	8	firms	firm	NOUN
fbem-30090	24	9	on	on	ADP
fbem-30090	24	10	supplier	supplier	NOUN
fbem-30090	24	11	corporate	corporate	ADJ
fbem-30090	24	12	innovation	innovation	NOUN
fbem-30090	24	13	disclosure	disclosure	VERB
fbem-30090	24	14	digital	digital	ADJ
fbem-30090	24	15	transformation	transformation	NOUN
fbem-30090	24	16	through	through	ADP
fbem-30090	24	17	the	the	DET
fbem-30090	24	18	depth	depth	NOUN
fbem-30090	24	19	of	of	ADP
fbem-30090	24	20	the	the	DET
fbem-30090	24	21	application	application	NOUN
fbem-30090	24	22	of	of	ADP
fbem-30090	24	23	digital	digital	ADJ
fbem-30090	24	24	technology	technology	NOUN
fbem-30090	24	25	,	,	PUNCT
fbem-30090	24	26	can	can	AUX
fbem-30090	24	27	realize	realize	VERB
fbem-30090	24	28	the	the	DET
fbem-30090	24	29	enterprise	enterprise	NOUN
fbem-30090	24	30	internal	internal	ADJ
fbem-30090	24	31	and	and	CCONJ
fbem-30090	24	32	external	external	ADJ
fbem-30090	24	33	massive	massive	ADJ
fbem-30090	24	34	information	information	NOUN
fbem-30090	24	35	deep	deep	ADJ
fbem-30090	24	36	mining	mining	NOUN
fbem-30090	24	37	,	,	PUNCT
fbem-30090	24	38	and	and	CCONJ
fbem-30090	24	39	nonstandardized	nonstandardize	VERB
fbem-30090	24	40	,	,	PUNCT
fbem-30090	24	41	unstructured	unstructured	ADJ
fbem-30090	24	42	data	datum	NOUN
fbem-30090	24	43	coding	code	VERB
fbem-30090	24	44	output	output	NOUN
fbem-30090	24	45	for	for	ADP
fbem-30090	24	46	structured	structured	ADJ
fbem-30090	24	47	,	,	PUNCT
fbem-30090	24	48	standardized	standardized	ADJ
fbem-30090	24	49	information	information	NOUN
fbem-30090	24	50	,	,	PUNCT
fbem-30090	24	51	enhance	enhance	VERB
fbem-30090	24	52	the	the	DET
fbem-30090	24	53	degree	degree	NOUN
fbem-30090	24	54	of	of	ADP
fbem-30090	24	55	information	information	NOUN
fbem-30090	24	56	availability	availability	NOUN
fbem-30090	24	57	[	[	X
fbem-30090	24	58	11	11	NUM
fbem-30090	24	59	]	]	PUNCT
fbem-30090	24	60	and	and	CCONJ
fbem-30090	24	61	ensure	ensure	VERB
fbem-30090	24	62	the	the	DET
fbem-30090	24	63	attribution	attribution	NOUN
fbem-30090	24	64	of	of	ADP
fbem-30090	24	65	information	information	NOUN
fbem-30090	24	66	,	,	PUNCT
fbem-30090	24	67	and	and	CCONJ
fbem-30090	24	68	then	then	ADV
fbem-30090	24	69	through	through	ADP
fbem-30090	24	70	the	the	DET
fbem-30090	24	71	“	"	PUNCT
fbem-30090	24	72	information	information	NOUN
fbem-30090	24	73	effect	effect	NOUN
fbem-30090	24	74	”	"	PUNCT
fbem-30090	24	75	to	to	PART
fbem-30090	24	76	enhance	enhance	VERB
fbem-30090	24	77	the	the	DET
fbem-30090	24	78	level	level	NOUN
fbem-30090	24	79	of	of	ADP
fbem-30090	24	80	information	information	NOUN
fbem-30090	24	81	disclosure	disclosure	NOUN
fbem-30090	24	82	.	.	PUNCT
fbem-30090	25	1	social	social	ADJ
fbem-30090	25	2	network	network	NOUN
fbem-30090	25	3	theory	theory	NOUN
fbem-30090	25	4	.	.	PUNCT
fbem-30090	26	1	according	accord	VERB
fbem-30090	26	2	to	to	ADP
fbem-30090	26	3	the	the	DET
fbem-30090	26	4	social	social	ADJ
fbem-30090	26	5	network	network	NOUN
fbem-30090	26	6	theory	theory	NOUN
fbem-30090	26	7	,	,	PUNCT
fbem-30090	26	8	in	in	ADP
fbem-30090	26	9	the	the	DET
fbem-30090	26	10	supply	supply	NOUN
fbem-30090	26	11	chain	chain	NOUN
fbem-30090	26	12	network	network	NOUN
fbem-30090	26	13	relationship	relationship	NOUN
fbem-30090	26	14	,	,	PUNCT
fbem-30090	26	15	upstream	upstream	ADJ
fbem-30090	26	16	and	and	CCONJ
fbem-30090	26	17	downstream	downstream	ADJ
fbem-30090	26	18	enterprise	enterprise	NOUN
fbem-30090	26	19	decisionmaking	decisionmaking	NOUN
fbem-30090	26	20	may	may	AUX
fbem-30090	26	21	imitate	imitate	VERB
fbem-30090	26	22	and	and	CCONJ
fbem-30090	26	23	learn	learn	VERB
fbem-30090	26	24	from	from	ADP
fbem-30090	26	25	the	the	DET
fbem-30090	26	26	decision	decision	NOUN
fbem-30090	26	27	-	-	PUNCT
fbem-30090	26	28	making	making	NOUN
fbem-30090	26	29	or	or	CCONJ
fbem-30090	26	30	behavior	behavior	NOUN
fbem-30090	26	31	of	of	ADP
fbem-30090	26	32	other	other	ADJ
fbem-30090	26	33	enterprises	enterprise	NOUN
fbem-30090	26	34	in	in	ADP
fbem-30090	26	35	the	the	DET
fbem-30090	26	36	same	same	ADJ
fbem-30090	26	37	network	network	NOUN
fbem-30090	26	38	[	[	X
fbem-30090	26	39	12	12	NUM
fbem-30090	26	40	]	]	PUNCT
fbem-30090	26	41	,	,	PUNCT
fbem-30090	26	42	thus	thus	ADV
fbem-30090	26	43	forming	form	VERB
fbem-30090	26	44	the	the	DET
fbem-30090	26	45	cohort	cohort	NOUN
fbem-30090	26	46	effect	effect	NOUN
fbem-30090	26	47	.	.	PUNCT
fbem-30090	27	1	specifically	specifically	ADV
fbem-30090	27	2	,	,	PUNCT
fbem-30090	27	3	the	the	DET
fbem-30090	27	4	customer	customer	NOUN
fbem-30090	27	5	enterprise	enterprise	NOUN
fbem-30090	27	6	innovation	innovation	NOUN
fbem-30090	27	7	information	information	NOUN
fbem-30090	27	8	disclosure	disclosure	NOUN
fbem-30090	27	9	has	have	VERB
fbem-30090	27	10	a	a	DET
fbem-30090	27	11	positive	positive	ADJ
fbem-30090	27	12	effect	effect	NOUN
fbem-30090	27	13	of	of	ADP
fbem-30090	27	14	mitigating	mitigate	VERB
fbem-30090	27	15	information	information	NOUN
fbem-30090	27	16	asymmetry	asymmetry	NOUN
fbem-30090	27	17	,	,	PUNCT
fbem-30090	27	18	attracting	attract	VERB
fbem-30090	27	19	strategic	strategic	ADJ
fbem-30090	27	20	alliances	alliance	NOUN
fbem-30090	27	21	,	,	PUNCT
fbem-30090	27	22	mitigating	mitigate	VERB
fbem-30090	27	23	agency	agency	NOUN
fbem-30090	27	24	conflicts	conflict	NOUN
fbem-30090	27	25	and	and	CCONJ
fbem-30090	27	26	so	so	ADV
fbem-30090	27	27	on	on	ADP
fbem-30090	27	28	[	[	X
fbem-30090	27	29	12	12	NUM
fbem-30090	27	30	]	]	PUNCT
fbem-30090	27	31	,	,	PUNCT
fbem-30090	27	32	which	which	PRON
fbem-30090	27	33	will	will	AUX
fbem-30090	27	34	lead	lead	VERB
fbem-30090	27	35	to	to	ADP
fbem-30090	27	36	profound	profound	ADJ
fbem-30090	27	37	changes	change	NOUN
fbem-30090	27	38	in	in	ADP
fbem-30090	27	39	the	the	DET
fbem-30090	27	40	information	information	NOUN
fbem-30090	27	41	environment	environment	NOUN
fbem-30090	27	42	faced	face	VERB
fbem-30090	27	43	by	by	ADP
fbem-30090	27	44	the	the	DET
fbem-30090	27	45	supplier	supplier	NOUN
fbem-30090	27	46	enterprise	enterprise	NOUN
fbem-30090	27	47	,	,	PUNCT
fbem-30090	27	48	in	in	ADP
fbem-30090	27	49	order	order	NOUN
fbem-30090	27	50	to	to	PART
fbem-30090	27	51	undertake	undertake	VERB
fbem-30090	27	52	the	the	DET
fbem-30090	27	53	product	product	NOUN
fbem-30090	27	54	change	change	NOUN
fbem-30090	27	55	demand	demand	NOUN
fbem-30090	27	56	of	of	ADP
fbem-30090	27	57	the	the	DET
fbem-30090	27	58	customer	customer	NOUN
fbem-30090	27	59	enterprise	enterprise	NOUN
fbem-30090	27	60	,	,	PUNCT
fbem-30090	27	61	to	to	PART
fbem-30090	27	62	maintain	maintain	VERB
fbem-30090	27	63	the	the	DET
fbem-30090	27	64	stability	stability	NOUN
fbem-30090	27	65	of	of	ADP
fbem-30090	27	66	the	the	DET
fbem-30090	27	67	supply	supply	NOUN
fbem-30090	27	68	chain	chain	NOUN
fbem-30090	27	69	,	,	PUNCT
fbem-30090	27	70	and	and	CCONJ
fbem-30090	27	71	to	to	PART
fbem-30090	27	72	enhance	enhance	VERB
fbem-30090	27	73	the	the	DET
fbem-30090	27	74	value	value	NOUN
fbem-30090	27	75	of	of	ADP
fbem-30090	27	76	the	the	DET
fbem-30090	27	77	specialized	specialized	ADJ
fbem-30090	27	78	assets	asset	NOUN
fbem-30090	27	79	,	,	PUNCT
fbem-30090	27	80	the	the	DET
fbem-30090	27	81	supplier	supplier	NOUN
fbem-30090	27	82	enterprise	enterprise	NOUN
fbem-30090	27	83	will	will	AUX
fbem-30090	27	84	take	take	VERB
fbem-30090	27	85	the	the	DET
fbem-30090	27	86	initiative	initiative	NOUN
fbem-30090	27	87	to	to	PART
fbem-30090	27	88	enhance	enhance	VERB
fbem-30090	27	89	the	the	DET
fbem-30090	27	90	level	level	NOUN
fbem-30090	27	91	of	of	ADP
fbem-30090	27	92	innovation	innovation	NOUN
fbem-30090	27	93	disclosure	disclosure	NOUN
fbem-30090	27	94	,	,	PUNCT
fbem-30090	27	95	and	and	CCONJ
fbem-30090	27	96	to	to	PART
fbem-30090	27	97	form	form	VERB
fbem-30090	27	98	an	an	DET
fbem-30090	27	99	information	information	NOUN
fbem-30090	27	100	disclosure	disclosure	NOUN
fbem-30090	27	101	“	"	PUNCT
fbem-30090	27	102	cohort	cohort	NOUN
fbem-30090	27	103	effect	effect	NOUN
fbem-30090	27	104	”	"	PUNCT
fbem-30090	27	105	;	;	PUNCT
fbem-30090	27	106	the	the	DET
fbem-30090	27	107	knowledge	knowledge	NOUN
fbem-30090	27	108	,	,	PUNCT
fbem-30090	27	109	experience	experience	NOUN
fbem-30090	27	110	,	,	PUNCT
fbem-30090	27	111	path	path	NOUN
fbem-30090	27	112	and	and	CCONJ
fbem-30090	27	113	other	other	ADJ
fbem-30090	27	114	information	information	NOUN
fbem-30090	27	115	related	relate	VERB
fbem-30090	27	116	to	to	ADP
fbem-30090	27	117	the	the	DET
fbem-30090	27	118	digital	digital	ADJ
fbem-30090	27	119	transformation	transformation	NOUN
fbem-30090	27	120	of	of	ADP
fbem-30090	27	121	customer	customer	NOUN
fbem-30090	27	122	enterprises	enterprise	NOUN
fbem-30090	27	123	will	will	AUX
fbem-30090	27	124	be	be	AUX
fbem-30090	27	125	spread	spread	VERB
fbem-30090	27	126	along	along	ADP
fbem-30090	27	127	the	the	DET
fbem-30090	27	128	supply	supply	NOUN
fbem-30090	27	129	chain	chain	NOUN
fbem-30090	27	130	,	,	PUNCT
fbem-30090	27	131	supplier	supplier	NOUN
fbem-30090	27	132	enterprises	enterprise	NOUN
fbem-30090	27	133	based	base	VERB
fbem-30090	27	134	on	on	ADP
fbem-30090	27	135	their	their	PRON
fbem-30090	27	136	own	own	ADJ
fbem-30090	27	137	interests	interest	NOUN
fbem-30090	27	138	,	,	PUNCT
fbem-30090	27	139	will	will	AUX
fbem-30090	27	140	follow	follow	VERB
fbem-30090	27	141	the	the	DET
fbem-30090	27	142	customer	customer	NOUN
fbem-30090	27	143	enterprises	enterprise	NOUN
fbem-30090	27	144	to	to	PART
fbem-30090	27	145	carry	carry	VERB
fbem-30090	27	146	out	out	ADP
fbem-30090	27	147	digital	digital	ADJ
fbem-30090	27	148	transformation	transformation	NOUN
fbem-30090	27	149	,	,	PUNCT
fbem-30090	27	150	forming	form	VERB
fbem-30090	27	151	the	the	DET
fbem-30090	27	152	‘	'	PUNCT
fbem-30090	27	153	cohort	cohort	ADJ
fbem-30090	27	154	effect	effect	NOUN
fbem-30090	27	155	’	'	PUNCT
fbem-30090	27	156	of	of	ADP
fbem-30090	27	157	digital	digital	ADJ
fbem-30090	27	158	transformation	transformation	NOUN
fbem-30090	27	159	.	.	PUNCT
fbem-30090	28	1	the	the	DET
fbem-30090	28	2	“	"	PUNCT
fbem-30090	28	3	cohort	cohort	NOUN
fbem-30090	28	4	effect	effect	NOUN
fbem-30090	28	5	”	"	PUNCT
fbem-30090	28	6	of	of	ADP
fbem-30090	28	7	digital	digital	ADJ
fbem-30090	28	8	transformation	transformation	NOUN
fbem-30090	28	9	will	will	AUX
fbem-30090	28	10	be	be	AUX
fbem-30090	28	11	formed	form	VERB
fbem-30090	28	12	.	.	PUNCT
fbem-30090	29	1	2.1.1	2.1.1	X
fbem-30090	29	2	.	.	PUNCT
fbem-30090	29	3	direct	direct	ADJ
fbem-30090	29	4	cohort	cohort	NOUN
fbem-30090	29	5	effect	effect	VERB
fbem-30090	29	6	the	the	DET
fbem-30090	29	7	digital	digital	ADJ
fbem-30090	29	8	transformation	transformation	NOUN
fbem-30090	29	9	of	of	ADP
fbem-30090	29	10	client	client	NOUN
fbem-30090	29	11	enterprises	enterprise	NOUN
fbem-30090	29	12	can	can	AUX
fbem-30090	29	13	enhance	enhance	VERB
fbem-30090	29	14	their	their	PRON
fbem-30090	29	15	innovation	innovation	NOUN
fbem-30090	29	16	information	information	NOUN
fbem-30090	29	17	disclosure	disclosure	NOUN
fbem-30090	29	18	level	level	NOUN
fbem-30090	29	19	through	through	ADP
fbem-30090	29	20	the	the	DET
fbem-30090	29	21	“	"	PUNCT
fbem-30090	29	22	information	information	NOUN
fbem-30090	29	23	effect	effect	NOUN
fbem-30090	29	24	”	"	PUNCT
fbem-30090	29	25	.	.	PUNCT
fbem-30090	30	1	on	on	ADP
fbem-30090	30	2	the	the	DET
fbem-30090	30	3	one	one	NUM
fbem-30090	30	4	hand	hand	NOUN
fbem-30090	30	5	,	,	PUNCT
fbem-30090	30	6	from	from	ADP
fbem-30090	30	7	the	the	DET
fbem-30090	30	8	perspective	perspective	NOUN
fbem-30090	30	9	of	of	ADP
fbem-30090	30	10	information	information	NOUN
fbem-30090	30	11	increment	increment	NOUN
fbem-30090	30	12	,	,	PUNCT
fbem-30090	30	13	as	as	SCONJ
fbem-30090	30	14	the	the	DET
fbem-30090	30	15	degree	degree	NOUN
fbem-30090	30	16	of	of	ADP
fbem-30090	30	17	digital	digital	ADJ
fbem-30090	30	18	transformation	transformation	NOUN
fbem-30090	30	19	continues	continue	VERB
fbem-30090	30	20	to	to	PART
fbem-30090	30	21	deepen	deepen	VERB
fbem-30090	30	22	,	,	PUNCT
fbem-30090	30	23	the	the	DET
fbem-30090	30	24	ability	ability	NOUN
fbem-30090	30	25	of	of	ADP
fbem-30090	30	26	enterprises	enterprise	NOUN
fbem-30090	30	27	to	to	PART
fbem-30090	30	28	use	use	VERB
fbem-30090	30	29	digital	digital	ADJ
fbem-30090	30	30	technology	technology	NOUN
fbem-30090	30	31	to	to	ADP
fbem-30090	30	32	mine	mine	NOUN
fbem-30090	30	33	data	datum	NOUN
fbem-30090	30	34	,	,	PUNCT
fbem-30090	30	35	obtain	obtain	VERB
fbem-30090	30	36	information	information	NOUN
fbem-30090	30	37	,	,	PUNCT
fbem-30090	30	38	and	and	CCONJ
fbem-30090	30	39	process	process	NOUN
fbem-30090	30	40	information	information	NOUN
fbem-30090	30	41	has	have	AUX
fbem-30090	30	42	been	be	AUX
fbem-30090	30	43	rapidly	rapidly	ADV
fbem-30090	30	44	improved	improve	VERB
fbem-30090	30	45	,	,	PUNCT
fbem-30090	30	46	such	such	ADJ
fbem-30090	30	47	as	as	ADP
fbem-30090	30	48	data	data	NOUN
fbem-30090	30	49	acquisition	acquisition	NOUN
fbem-30090	30	50	,	,	PUNCT
fbem-30090	30	51	storage	storage	NOUN
fbem-30090	30	52	and	and	CCONJ
fbem-30090	30	53	analysis	analysis	NOUN
fbem-30090	30	54	technology	technology	NOUN
fbem-30090	30	55	based	base	VERB
fbem-30090	30	56	on	on	ADP
fbem-30090	30	57	big	big	ADJ
fbem-30090	30	58	data	datum	NOUN
fbem-30090	30	59	and	and	CCONJ
fbem-30090	30	60	cloud	cloud	NOUN
fbem-30090	30	61	computing	computing	NOUN
fbem-30090	30	62	,	,	PUNCT
fbem-30090	30	63	which	which	PRON
fbem-30090	30	64	can	can	AUX
fbem-30090	30	65	transform	transform	VERB
fbem-30090	30	66	massive	massive	ADJ
fbem-30090	30	67	information	information	NOUN
fbem-30090	30	68	into	into	ADP
fbem-30090	30	69	standardized	standardized	ADJ
fbem-30090	30	70	and	and	CCONJ
fbem-30090	30	71	structured	structured	ADJ
fbem-30090	30	72	information	information	NOUN
fbem-30090	30	73	in	in	ADP
fbem-30090	30	74	a	a	DET
fbem-30090	30	75	short	short	ADJ
fbem-30090	30	76	period	period	NOUN
fbem-30090	30	77	of	of	ADP
fbem-30090	30	78	time	time	NOUN
fbem-30090	30	79	,	,	PUNCT
fbem-30090	30	80	and	and	CCONJ
fbem-30090	30	81	at	at	ADP
fbem-30090	30	82	the	the	DET
fbem-30090	30	83	same	same	ADJ
fbem-30090	30	84	time	time	NOUN
fbem-30090	30	85	,	,	PUNCT
fbem-30090	30	86	the	the	DET
fbem-30090	30	87	application	application	NOUN
fbem-30090	30	88	of	of	ADP
fbem-30090	30	89	blockchain	blockchain	PROPN
fbem-30090	30	90	technology	technology	PROPN
fbem-30090	30	91	can	can	AUX
fbem-30090	30	92	realize	realize	VERB
fbem-30090	30	93	the	the	DET
fbem-30090	30	94	whole	whole	ADJ
fbem-30090	30	95	chain	chain	NOUN
fbem-30090	30	96	of	of	ADP
fbem-30090	30	97	enterprise	enterprise	NOUN
fbem-30090	30	98	data	datum	NOUN
fbem-30090	30	99	,	,	PUNCT
fbem-30090	30	100	ensuring	ensure	VERB
fbem-30090	30	101	information	information	NOUN
fbem-30090	30	102	attribution	attribution	NOUN
fbem-30090	30	103	and	and	CCONJ
fbem-30090	30	104	accuracy	accuracy	NOUN
fbem-30090	30	105	.	.	PUNCT
fbem-30090	31	1	tracking	tracking	NOUN
fbem-30090	31	2	and	and	CCONJ
fbem-30090	31	3	verification	verification	NOUN
fbem-30090	31	4	,	,	PUNCT
fbem-30090	31	5	ensuring	ensure	VERB
fbem-30090	31	6	the	the	DET
fbem-30090	31	7	attribution	attribution	NOUN
fbem-30090	31	8	and	and	CCONJ
fbem-30090	31	9	accuracy	accuracy	NOUN
fbem-30090	31	10	of	of	ADP
fbem-30090	31	11	information	information	NOUN
fbem-30090	31	12	.	.	PUNCT
fbem-30090	32	1	based	base	VERB
fbem-30090	32	2	on	on	ADP
fbem-30090	32	3	this	this	PRON
fbem-30090	32	4	,	,	PUNCT
fbem-30090	32	5	enterprises	enterprise	NOUN
fbem-30090	32	6	rely	rely	VERB
fbem-30090	32	7	on	on	ADP
fbem-30090	32	8	digital	digital	ADJ
fbem-30090	32	9	technology	technology	NOUN
fbem-30090	32	10	to	to	PART
fbem-30090	32	11	build	build	VERB
fbem-30090	32	12	an	an	DET
fbem-30090	32	13	information	information	NOUN
fbem-30090	32	14	interaction	interaction	NOUN
fbem-30090	32	15	platform	platform	NOUN
fbem-30090	32	16	,	,	PUNCT
fbem-30090	32	17	which	which	PRON
fbem-30090	32	18	can	can	AUX
fbem-30090	32	19	deliver	deliver	VERB
fbem-30090	32	20	incremental	incremental	ADJ
fbem-30090	32	21	information	information	NOUN
fbem-30090	32	22	on	on	ADP
fbem-30090	32	23	enterprise	enterprise	NOUN
fbem-30090	32	24	innovation	innovation	NOUN
fbem-30090	32	25	activities	activity	NOUN
fbem-30090	32	26	to	to	ADP
fbem-30090	32	27	external	external	ADJ
fbem-30090	32	28	stakeholders	stakeholder	NOUN
fbem-30090	32	29	in	in	ADP
fbem-30090	32	30	real	real	ADJ
fbem-30090	32	31	time	time	NOUN
fbem-30090	32	32	and	and	CCONJ
fbem-30090	32	33	reduce	reduce	VERB
fbem-30090	32	34	the	the	DET
fbem-30090	32	35	risk	risk	NOUN
fbem-30090	32	36	of	of	ADP
fbem-30090	32	37	adverse	adverse	ADJ
fbem-30090	32	38	selection	selection	NOUN
fbem-30090	32	39	by	by	ADP
fbem-30090	32	40	external	external	ADJ
fbem-30090	32	41	investors	investor	NOUN
fbem-30090	32	42	[	[	X
fbem-30090	32	43	13	13	NUM
fbem-30090	32	44	]	]	PUNCT
fbem-30090	32	45	.	.	PUNCT
fbem-30090	33	1	on	on	ADP
fbem-30090	33	2	the	the	DET
fbem-30090	33	3	other	other	ADJ
fbem-30090	33	4	hand	hand	NOUN
fbem-30090	33	5	,	,	PUNCT
fbem-30090	33	6	from	from	ADP
fbem-30090	33	7	the	the	DET
fbem-30090	33	8	perspective	perspective	NOUN
fbem-30090	33	9	of	of	ADP
fbem-30090	33	10	willingness	willingness	NOUN
fbem-30090	33	11	to	to	PART
fbem-30090	33	12	disclose	disclose	VERB
fbem-30090	33	13	information	information	NOUN
fbem-30090	33	14	,	,	PUNCT
fbem-30090	33	15	digital	digital	ADJ
fbem-30090	33	16	transformation	transformation	NOUN
fbem-30090	33	17	can	can	AUX
fbem-30090	33	18	influence	influence	VERB
fbem-30090	33	19	management	management	NOUN
fbem-30090	33	20	's	's	PART
fbem-30090	33	21	disclosure	disclosure	NOUN
fbem-30090	33	22	decision	decision	NOUN
fbem-30090	33	23	by	by	ADP
fbem-30090	33	24	enhancing	enhance	VERB
fbem-30090	33	25	their	their	PRON
fbem-30090	33	26	perception	perception	NOUN
fbem-30090	33	27	of	of	ADP
fbem-30090	33	28	the	the	DET
fbem-30090	33	29	costs	cost	NOUN
fbem-30090	33	30	and	and	CCONJ
fbem-30090	33	31	benefits	benefit	NOUN
fbem-30090	33	32	of	of	ADP
fbem-30090	33	33	innovation	innovation	NOUN
fbem-30090	33	34	information	information	NOUN
fbem-30090	33	35	disclosure	disclosure	NOUN
fbem-30090	33	36	.	.	PUNCT
fbem-30090	34	1	the	the	DET
fbem-30090	34	2	digital	digital	ADJ
fbem-30090	34	3	transformation	transformation	NOUN
fbem-30090	34	4	of	of	ADP
fbem-30090	34	5	enterprises	enterprise	NOUN
fbem-30090	34	6	can	can	AUX
fbem-30090	34	7	promote	promote	VERB
fbem-30090	34	8	the	the	DET
fbem-30090	34	9	transformation	transformation	NOUN
fbem-30090	34	10	of	of	ADP
fbem-30090	34	11	organizational	organizational	ADJ
fbem-30090	34	12	form	form	NOUN
fbem-30090	34	13	from	from	ADP
fbem-30090	34	14	vertical	vertical	ADJ
fbem-30090	34	15	to	to	ADP
fbem-30090	34	16	flat	flat	ADJ
fbem-30090	34	17	organization	organization	NOUN
fbem-30090	34	18	,	,	PUNCT
fbem-30090	34	19	and	and	CCONJ
fbem-30090	34	20	information	information	NOUN
fbem-30090	34	21	can	can	AUX
fbem-30090	34	22	be	be	AUX
fbem-30090	34	23	transmitted	transmit	VERB
fbem-30090	34	24	in	in	ADP
fbem-30090	34	25	real	real	ADJ
fbem-30090	34	26	time	time	NOUN
fbem-30090	34	27	between	between	ADP
fbem-30090	34	28	various	various	ADJ
fbem-30090	34	29	departments	department	NOUN
fbem-30090	34	30	,	,	PUNCT
fbem-30090	34	31	which	which	PRON
fbem-30090	34	32	strengthens	strengthen	VERB
fbem-30090	34	33	internal	internal	ADJ
fbem-30090	34	34	collaboration	collaboration	NOUN
fbem-30090	34	35	.	.	PUNCT
fbem-30090	35	1	under	under	ADP
fbem-30090	35	2	a	a	DET
fbem-30090	35	3	good	good	ADJ
fbem-30090	35	4	organizational	organizational	ADJ
fbem-30090	35	5	system	system	NOUN
fbem-30090	35	6	,	,	PUNCT
fbem-30090	35	7	management	management	NOUN
fbem-30090	35	8	's	's	PART
fbem-30090	35	9	opportunistic	opportunistic	ADJ
fbem-30090	35	10	behavior	behavior	NOUN
fbem-30090	35	11	and	and	CCONJ
fbem-30090	35	12	moral	moral	ADJ
fbem-30090	35	13	hazard	hazard	NOUN
fbem-30090	35	14	are	be	AUX
fbem-30090	35	15	effectively	effectively	ADV
fbem-30090	35	16	restrained	restrain	VERB
fbem-30090	35	17	.	.	PUNCT
fbem-30090	36	1	on	on	ADP
fbem-30090	36	2	this	this	DET
fbem-30090	36	3	basis	basis	NOUN
fbem-30090	36	4	,	,	PUNCT
fbem-30090	36	5	management	management	NOUN
fbem-30090	36	6	disclosure	disclosure	NOUN
fbem-30090	36	7	of	of	ADP
fbem-30090	36	8	more	more	ADJ
fbem-30090	36	9	innovative	innovative	ADJ
fbem-30090	36	10	information	information	NOUN
fbem-30090	36	11	can	can	AUX
fbem-30090	36	12	reduce	reduce	VERB
fbem-30090	36	13	the	the	DET
fbem-30090	36	14	degree	degree	NOUN
fbem-30090	36	15	of	of	ADP
fbem-30090	36	16	information	information	NOUN
fbem-30090	36	17	asymmetry	asymmetry	NOUN
fbem-30090	36	18	with	with	ADP
fbem-30090	36	19	shareholders	shareholder	NOUN
fbem-30090	36	20	and	and	CCONJ
fbem-30090	36	21	external	external	ADJ
fbem-30090	36	22	investors	investor	NOUN
fbem-30090	36	23	[	[	X
fbem-30090	36	24	14	14	NUM
fbem-30090	36	25	]	]	PUNCT
fbem-30090	36	26	,	,	PUNCT
fbem-30090	36	27	and	and	CCONJ
fbem-30090	36	28	the	the	DET
fbem-30090	36	29	benefits	benefit	NOUN
fbem-30090	36	30	of	of	ADP
fbem-30090	36	31	information	information	NOUN
fbem-30090	36	32	disclosure	disclosure	NOUN
fbem-30090	36	33	may	may	AUX
fbem-30090	36	34	be	be	AUX
fbem-30090	36	35	higher	high	ADJ
fbem-30090	36	36	than	than	ADP
fbem-30090	36	37	the	the	DET
fbem-30090	36	38	costs	cost	NOUN
fbem-30090	36	39	for	for	ADP
fbem-30090	36	40	management	management	NOUN
fbem-30090	36	41	.	.	PUNCT
fbem-30090	37	1	therefore	therefore	ADV
fbem-30090	37	2	,	,	PUNCT
fbem-30090	37	3	digital	digital	ADJ
fbem-30090	37	4	transformation	transformation	NOUN
fbem-30090	37	5	can	can	AUX
fbem-30090	37	6	stimulate	stimulate	VERB
fbem-30090	37	7	management	management	NOUN
fbem-30090	37	8	's	's	PART
fbem-30090	37	9	willingness	willingness	NOUN
fbem-30090	37	10	and	and	CCONJ
fbem-30090	37	11	behavior	behavior	NOUN
fbem-30090	37	12	to	to	PART
fbem-30090	37	13	proactively	proactively	ADV
fbem-30090	37	14	disclose	disclose	VERB
fbem-30090	37	15	innovative	innovative	ADJ
fbem-30090	37	16	information	information	NOUN
fbem-30090	37	17	.	.	PUNCT
fbem-30090	38	1	innovation	innovation	NOUN
fbem-30090	38	2	disclosure	disclosure	NOUN
fbem-30090	38	3	behavior	behavior	NOUN
fbem-30090	38	4	of	of	ADP
fbem-30090	38	5	customer	customer	NOUN
fbem-30090	38	6	firms	firm	NOUN
fbem-30090	38	7	promotes	promote	VERB
fbem-30090	38	8	innovation	innovation	NOUN
fbem-30090	38	9	disclosure	disclosure	NOUN
fbem-30090	38	10	of	of	ADP
fbem-30090	38	11	supplier	supplier	NOUN
fbem-30090	38	12	firms	firm	NOUN
fbem-30090	38	13	through	through	ADP
fbem-30090	38	14	the	the	DET
fbem-30090	38	15	“	"	PUNCT
fbem-30090	38	16	cohort	cohort	NOUN
fbem-30090	38	17	effect	effect	NOUN
fbem-30090	38	18	”	"	PUNCT
fbem-30090	38	19	.	.	PUNCT
fbem-30090	39	1	the	the	DET
fbem-30090	39	2	theory	theory	NOUN
fbem-30090	39	3	of	of	ADP
fbem-30090	39	4	cohort	cohort	NOUN
fbem-30090	39	5	effect	effect	NOUN
fbem-30090	39	6	originated	originate	VERB
fbem-30090	39	7	from	from	ADP
fbem-30090	39	8	sociology	sociology	NOUN
fbem-30090	39	9	points	point	VERB
fbem-30090	39	10	out	out	ADP
fbem-30090	39	11	that	that	SCONJ
fbem-30090	39	12	in	in	ADP
fbem-30090	39	13	order	order	NOUN
fbem-30090	39	14	to	to	PART
fbem-30090	39	15	pursue	pursue	VERB
fbem-30090	39	16	the	the	DET
fbem-30090	39	17	legitimacy	legitimacy	NOUN
fbem-30090	39	18	of	of	ADP
fbem-30090	39	19	behavior	behavior	NOUN
fbem-30090	39	20	,	,	PUNCT
fbem-30090	39	21	individuals	individual	NOUN
fbem-30090	39	22	will	will	AUX
fbem-30090	39	23	be	be	AUX
fbem-30090	39	24	influenced	influence	VERB
fbem-30090	39	25	by	by	ADP
fbem-30090	39	26	the	the	DET
fbem-30090	39	27	choices	choice	NOUN
fbem-30090	39	28	of	of	ADP
fbem-30090	39	29	individuals	individual	NOUN
fbem-30090	39	30	of	of	ADP
fbem-30090	39	31	the	the	DET
fbem-30090	39	32	same	same	ADJ
fbem-30090	39	33	or	or	CCONJ
fbem-30090	39	34	similar	similar	ADJ
fbem-30090	39	35	status	status	NOUN
fbem-30090	39	36	in	in	ADP
fbem-30090	39	37	their	their	PRON
fbem-30090	39	38	decision	decision	NOUN
fbem-30090	39	39	-	-	PUNCT
fbem-30090	39	40	making	making	NOUN
fbem-30090	39	41	,	,	PUNCT
fbem-30090	39	42	i.e.	i.e.	X
fbem-30090	39	43	,	,	PUNCT
fbem-30090	39	44	“	"	PUNCT
fbem-30090	39	45	those	those	PRON
fbem-30090	39	46	who	who	PRON
fbem-30090	39	47	are	be	AUX
fbem-30090	39	48	close	close	ADJ
fbem-30090	39	49	to	to	ADP
fbem-30090	39	50	zhu	zhu	PROPN
fbem-30090	39	51	are	be	AUX
fbem-30090	39	52	red	red	ADJ
fbem-30090	39	53	”	"	PUNCT
fbem-30090	39	54	[	[	X
fbem-30090	39	55	14	14	NUM
fbem-30090	39	56	]	]	PUNCT
fbem-30090	39	57	.	.	PUNCT
fbem-30090	40	1	vertical	vertical	ADJ
fbem-30090	40	2	links	link	NOUN
fbem-30090	40	3	between	between	ADP
fbem-30090	40	4	enterprises	enterprise	NOUN
fbem-30090	40	5	upstream	upstream	ADJ
fbem-30090	40	6	and	and	CCONJ
fbem-30090	40	7	downstream	downstream	ADJ
fbem-30090	40	8	of	of	ADP
fbem-30090	40	9	the	the	DET
fbem-30090	40	10	same	same	ADJ
fbem-30090	40	11	supply	supply	NOUN
fbem-30090	40	12	chain	chain	NOUN
fbem-30090	40	13	network	network	NOUN
fbem-30090	40	14	can	can	AUX
fbem-30090	40	15	form	form	VERB
fbem-30090	40	16	a	a	DET
fbem-30090	40	17	cohort	cohort	NOUN
fbem-30090	40	18	network	network	NOUN
fbem-30090	40	19	,	,	PUNCT
fbem-30090	40	20	in	in	ADP
fbem-30090	40	21	which	which	PRON
fbem-30090	40	22	there	there	PRON
fbem-30090	40	23	is	be	VERB
fbem-30090	40	24	not	not	PART
fbem-30090	40	25	only	only	ADV
fbem-30090	40	26	information	information	NOUN
fbem-30090	40	27	interaction	interaction	NOUN
fbem-30090	40	28	and	and	CCONJ
fbem-30090	40	29	learning	learning	NOUN
fbem-30090	40	30	and	and	CCONJ
fbem-30090	40	31	imitation	imitation	NOUN
fbem-30090	40	32	among	among	ADP
fbem-30090	40	33	enterprises	enterprise	NOUN
fbem-30090	40	34	,	,	PUNCT
fbem-30090	40	35	but	but	CCONJ
fbem-30090	40	36	also	also	ADV
fbem-30090	40	37	a	a	DET
fbem-30090	40	38	spillover	spillover	ADJ
fbem-30090	40	39	effect	effect	NOUN
fbem-30090	40	40	of	of	ADP
fbem-30090	40	41	behavioral	behavioral	ADJ
fbem-30090	40	42	effects	effect	NOUN
fbem-30090	40	43	through	through	ADP
fbem-30090	40	44	direct	direct	ADJ
fbem-30090	40	45	interest	interest	NOUN
fbem-30090	40	46	and	and	CCONJ
fbem-30090	40	47	business	business	NOUN
fbem-30090	40	48	transactions	transaction	NOUN
fbem-30090	40	49	[	[	X
fbem-30090	40	50	15	15	NUM
fbem-30090	40	51	]	]	PUNCT
fbem-30090	40	52	.	.	PUNCT
fbem-30090	41	1	first	first	ADV
fbem-30090	41	2	,	,	PUNCT
fbem-30090	41	3	innovation	innovation	NOUN
fbem-30090	41	4	disclosure	disclosure	NOUN
fbem-30090	41	5	by	by	ADP
fbem-30090	41	6	customer	customer	NOUN
fbem-30090	41	7	enterprises	enterprise	NOUN
fbem-30090	41	8	will	will	AUX
fbem-30090	41	9	provide	provide	VERB
fbem-30090	41	10	external	external	ADJ
fbem-30090	41	11	information	information	NOUN
fbem-30090	41	12	about	about	ADP
fbem-30090	41	13	their	their	PRON
fbem-30090	41	14	technological	technological	ADJ
fbem-30090	41	15	strength	strength	NOUN
fbem-30090	41	16	,	,	PUNCT
fbem-30090	41	17	business	business	NOUN
fbem-30090	41	18	strategy	strategy	NOUN
fbem-30090	41	19	and	and	CCONJ
fbem-30090	41	20	future	future	ADJ
fbem-30090	41	21	development	development	NOUN
fbem-30090	41	22	direction	direction	NOUN
fbem-30090	41	23	,	,	PUNCT
fbem-30090	41	24	including	include	VERB
fbem-30090	41	25	information	information	NOUN
fbem-30090	41	26	related	relate	VERB
fbem-30090	41	27	to	to	ADP
fbem-30090	41	28	market	market	NOUN
fbem-30090	41	29	demand	demand	NOUN
fbem-30090	41	30	,	,	PUNCT
fbem-30090	41	31	product	product	NOUN
fbem-30090	41	32	competitiveness	competitiveness	NOUN
fbem-30090	41	33	and	and	CCONJ
fbem-30090	41	34	so	so	ADV
fbem-30090	41	35	on	on	ADV
fbem-30090	41	36	.	.	PUNCT
fbem-30090	42	1	supplier	supplier	NOUN
fbem-30090	42	2	enterprises	enterprise	NOUN
fbem-30090	42	3	may	may	AUX
fbem-30090	42	4	use	use	VERB
fbem-30090	42	5	this	this	PRON
fbem-30090	42	6	as	as	ADP
fbem-30090	42	7	the	the	DET
fbem-30090	42	8	basis	basis	NOUN
fbem-30090	42	9	for	for	ADP
fbem-30090	42	10	their	their	PRON
fbem-30090	42	11	own	own	ADJ
fbem-30090	42	12	production	production	NOUN
fbem-30090	42	13	plans	plan	NOUN
fbem-30090	42	14	,	,	PUNCT
fbem-30090	42	15	r	r	NOUN
fbem-30090	42	16	&	&	CCONJ
fbem-30090	42	17	d	d	PROPN
fbem-30090	42	18	direction	direction	NOUN
fbem-30090	42	19	to	to	PART
fbem-30090	42	20	adjust	adjust	VERB
fbem-30090	42	21	to	to	AUX
fbem-30090	42	22	better	well	ADV
fbem-30090	42	23	cooperate	cooperate	VERB
fbem-30090	42	24	with	with	ADP
fbem-30090	42	25	the	the	DET
fbem-30090	42	26	customer	customer	NOUN
fbem-30090	42	27	enterprise	enterprise	NOUN
fbem-30090	42	28	,	,	PUNCT
fbem-30090	42	29	but	but	CCONJ
fbem-30090	42	30	also	also	ADV
fbem-30090	42	31	a	a	DET
fbem-30090	42	32	comprehensive	comprehensive	ADJ
fbem-30090	42	33	assessment	assessment	NOUN
fbem-30090	42	34	of	of	ADP
fbem-30090	42	35	their	their	PRON
fbem-30090	42	36	own	own	ADJ
fbem-30090	42	37	external	external	ADJ
fbem-30090	42	38	risks	risk	NOUN
fbem-30090	42	39	and	and	CCONJ
fbem-30090	42	40	the	the	DET
fbem-30090	42	41	implementation	implementation	NOUN
fbem-30090	42	42	of	of	ADP
fbem-30090	42	43	risk	risk	NOUN
fbem-30090	42	44	management	management	NOUN
fbem-30090	42	45	measures	measure	NOUN
fbem-30090	42	46	,	,	PUNCT
fbem-30090	42	47	a	a	DET
fbem-30090	42	48	good	good	ADJ
fbem-30090	42	49	way	way	NOUN
fbem-30090	42	50	is	be	AUX
fbem-30090	42	51	to	to	PART
fbem-30090	42	52	share	share	VERB
fbem-30090	42	53	information	information	NOUN
fbem-30090	42	54	with	with	ADP
fbem-30090	42	55	the	the	DET
fbem-30090	42	56	supply	supply	NOUN
fbem-30090	42	57	chain	chain	NOUN
fbem-30090	42	58	upstream	upstream	NOUN
fbem-30090	42	59	and	and	CCONJ
fbem-30090	42	60	downstream	downstream	ADJ
fbem-30090	42	61	enterprises	enterprise	NOUN
fbem-30090	42	62	and	and	CCONJ
fbem-30090	42	63	the	the	DET
fbem-30090	42	64	establishment	establishment	NOUN
fbem-30090	42	65	of	of	ADP
fbem-30090	42	66	a	a	DET
fbem-30090	42	67	collaborative	collaborative	ADJ
fbem-30090	42	68	mechanism	mechanism	NOUN
fbem-30090	42	69	to	to	PART
fbem-30090	42	70	jointly	jointly	ADV
fbem-30090	42	71	deal	deal	VERB
fbem-30090	42	72	with	with	ADP
fbem-30090	42	73	[	[	X
fbem-30090	42	74	16	16	NUM
fbem-30090	42	75	]	]	PUNCT
fbem-30090	42	76	,	,	PUNCT
fbem-30090	42	77	which	which	PRON
fbem-30090	42	78	also	also	ADV
fbem-30090	42	79	requires	require	VERB
fbem-30090	42	80	supplier	supplier	NOUN
fbem-30090	42	81	enterprises	enterprise	NOUN
fbem-30090	42	82	to	to	PART
fbem-30090	42	83	disclose	disclose	VERB
fbem-30090	42	84	more	more	ADJ
fbem-30090	42	85	innovation	innovation	NOUN
fbem-30090	42	86	information	information	NOUN
fbem-30090	42	87	.	.	PUNCT
fbem-30090	43	1	second	second	ADJ
fbem-30090	43	2	,	,	PUNCT
fbem-30090	43	3	in	in	ADP
fbem-30090	43	4	order	order	NOUN
fbem-30090	43	5	to	to	PART
fbem-30090	43	6	establish	establish	VERB
fbem-30090	43	7	and	and	CCONJ
fbem-30090	43	8	maintain	maintain	VERB
fbem-30090	43	9	good	good	ADJ
fbem-30090	43	10	relationships	relationship	NOUN
fbem-30090	43	11	with	with	ADP
fbem-30090	43	12	customers	customer	NOUN
fbem-30090	43	13	and	and	CCONJ
fbem-30090	43	14	keep	keep	VERB
fbem-30090	43	15	long	long	ADJ
fbem-30090	43	16	-	-	PUNCT
fbem-30090	43	17	term	term	NOUN
fbem-30090	43	18	cooperation	cooperation	NOUN
fbem-30090	43	19	with	with	ADP
fbem-30090	43	20	them	they	PRON
fbem-30090	43	21	,	,	PUNCT
fbem-30090	43	22	supplier	supplier	NOUN
fbem-30090	43	23	firms	firm	NOUN
fbem-30090	43	24	invest	invest	VERB
fbem-30090	43	25	in	in	ADP
fbem-30090	43	26	relationship	relationship	NOUN
fbem-30090	43	27	-	-	PUNCT
fbem-30090	43	28	specific	specific	ADJ
fbem-30090	43	29	assets	asset	NOUN
fbem-30090	43	30	as	as	ADP
fbem-30090	43	31	a	a	DET
fbem-30090	43	32	commitment	commitment	NOUN
fbem-30090	43	33	to	to	PART
fbem-30090	43	34	express	express	VERB
fbem-30090	43	35	their	their	PRON
fbem-30090	43	36	confidence	confidence	NOUN
fbem-30090	43	37	in	in	ADP
fbem-30090	43	38	cooperation	cooperation	NOUN
fbem-30090	43	39	with	with	ADP
fbem-30090	43	40	customer	customer	NOUN
fbem-30090	43	41	firms	firm	NOUN
fbem-30090	43	42	to	to	PART
fbem-30090	43	43	maintain	maintain	VERB
fbem-30090	43	44	a	a	DET
fbem-30090	43	45	stable	stable	ADJ
fbem-30090	43	46	and	and	CCONJ
fbem-30090	43	47	trustful	trustful	ADJ
fbem-30090	43	48	relationship	relationship	NOUN
fbem-30090	43	49	.	.	PUNCT
fbem-30090	44	1	these	these	DET
fbem-30090	44	2	relationship	relationship	NOUN
fbem-30090	44	3	-	-	PUNCT
fbem-30090	44	4	specific	specific	ADJ
fbem-30090	44	5	assets	asset	NOUN
fbem-30090	44	6	are	be	AUX
fbem-30090	44	7	used	use	VERB
fbem-30090	44	8	to	to	PART
fbem-30090	44	9	produce	produce	VERB
fbem-30090	44	10	products	product	NOUN
fbem-30090	44	11	or	or	CCONJ
fbem-30090	44	12	services	service	NOUN
fbem-30090	44	13	uniquely	uniquely	ADV
fbem-30090	44	14	designated	designate	VERB
fbem-30090	44	15	by	by	ADP
fbem-30090	44	16	the	the	DET
fbem-30090	44	17	customer	customer	NOUN
fbem-30090	44	18	,	,	PUNCT
fbem-30090	44	19	due	due	ADP
fbem-30090	44	20	to	to	ADP
fbem-30090	44	21	the	the	DET
fbem-30090	44	22	short	short	ADJ
fbem-30090	44	23	-	-	PUNCT
fbem-30090	44	24	term	term	NOUN
fbem-30090	44	25	difficult	difficult	ADJ
fbem-30090	44	26	to	to	PART
fbem-30090	44	27	move	move	VERB
fbem-30090	44	28	to	to	ADP
fbem-30090	44	29	other	other	ADJ
fbem-30090	44	30	uses	use	NOUN
fbem-30090	44	31	and	and	CCONJ
fbem-30090	44	32	has	have	VERB
fbem-30090	44	33	a	a	DET
fbem-30090	44	34	strong	strong	ADJ
fbem-30090	44	35	irreversibility	irreversibility	NOUN
fbem-30090	44	36	,	,	PUNCT
fbem-30090	44	37	so	so	CCONJ
fbem-30090	44	38	the	the	DET
fbem-30090	44	39	supplier	supplier	NOUN
fbem-30090	44	40	company	company	NOUN
fbem-30090	44	41	will	will	AUX
fbem-30090	44	42	take	take	VERB
fbem-30090	44	43	the	the	DET
fbem-30090	44	44	initiative	initiative	NOUN
fbem-30090	44	45	to	to	PART
fbem-30090	44	46	receive	receive	VERB
fbem-30090	44	47	and	and	CCONJ
fbem-30090	44	48	pay	pay	VERB
fbem-30090	44	49	attention	attention	NOUN
fbem-30090	44	50	to	to	ADP
fbem-30090	44	51	the	the	DET
fbem-30090	44	52	customer	customer	NOUN
fbem-30090	44	53	's	's	PART
fbem-30090	44	54	corporate	corporate	ADJ
fbem-30090	44	55	development	development	NOUN
fbem-30090	44	56	strategy	strategy	NOUN
fbem-30090	44	57	,	,	PUNCT
fbem-30090	44	58	competitive	competitive	ADJ
fbem-30090	44	59	160	160	NUM
fbem-30090	44	60	strategy	strategy	NOUN
fbem-30090	44	61	and	and	CCONJ
fbem-30090	44	62	product	product	NOUN
fbem-30090	44	63	technology	technology	NOUN
fbem-30090	44	64	requirements	requirement	NOUN
fbem-30090	44	65	and	and	CCONJ
fbem-30090	44	66	other	other	ADJ
fbem-30090	44	67	information	information	NOUN
fbem-30090	44	68	,	,	PUNCT
fbem-30090	44	69	and	and	CCONJ
fbem-30090	44	70	actively	actively	ADV
fbem-30090	44	71	respond	respond	VERB
fbem-30090	44	72	to	to	ADP
fbem-30090	44	73	customer	customer	NOUN
fbem-30090	44	74	needs	need	VERB
fbem-30090	44	75	to	to	PART
fbem-30090	44	76	carry	carry	VERB
fbem-30090	44	77	out	out	ADP
fbem-30090	44	78	changes	change	NOUN
fbem-30090	44	79	.	.	PUNCT
fbem-30090	45	1	at	at	ADP
fbem-30090	45	2	the	the	DET
fbem-30090	45	3	same	same	ADJ
fbem-30090	45	4	time	time	NOUN
fbem-30090	45	5	,	,	PUNCT
fbem-30090	45	6	in	in	ADP
fbem-30090	45	7	order	order	NOUN
fbem-30090	45	8	to	to	PART
fbem-30090	45	9	maintain	maintain	VERB
fbem-30090	45	10	the	the	DET
fbem-30090	45	11	trust	trust	NOUN
fbem-30090	45	12	and	and	CCONJ
fbem-30090	45	13	cooperation	cooperation	NOUN
fbem-30090	45	14	between	between	ADP
fbem-30090	45	15	the	the	DET
fbem-30090	45	16	two	two	NUM
fbem-30090	45	17	sides	side	NOUN
fbem-30090	45	18	,	,	PUNCT
fbem-30090	45	19	release	release	VERB
fbem-30090	45	20	their	their	PRON
fbem-30090	45	21	own	own	ADJ
fbem-30090	45	22	and	and	CCONJ
fbem-30090	45	23	customer	customer	NOUN
fbem-30090	45	24	technology	technology	NOUN
fbem-30090	45	25	synchronization	synchronization	NOUN
fbem-30090	45	26	and	and	CCONJ
fbem-30090	45	27	innovation	innovation	NOUN
fbem-30090	45	28	of	of	ADP
fbem-30090	45	29	positive	positive	ADJ
fbem-30090	45	30	signals	signal	NOUN
fbem-30090	45	31	,	,	PUNCT
fbem-30090	45	32	supplier	supplier	NOUN
fbem-30090	45	33	enterprises	enterprise	NOUN
fbem-30090	45	34	will	will	AUX
fbem-30090	45	35	choose	choose	VERB
fbem-30090	45	36	to	to	PART
fbem-30090	45	37	disclose	disclose	VERB
fbem-30090	45	38	more	more	ADJ
fbem-30090	45	39	innovation	innovation	NOUN
fbem-30090	45	40	information	information	NOUN
fbem-30090	45	41	;	;	PUNCT
fbem-30090	45	42	finally	finally	ADV
fbem-30090	45	43	,	,	PUNCT
fbem-30090	45	44	the	the	DET
fbem-30090	45	45	customer	customer	NOUN
fbem-30090	45	46	disclosure	disclosure	NOUN
fbem-30090	45	47	of	of	ADP
fbem-30090	45	48	innovation	innovation	NOUN
fbem-30090	45	49	information	information	NOUN
fbem-30090	45	50	will	will	AUX
fbem-30090	45	51	produce	produce	VERB
fbem-30090	45	52	information	information	NOUN
fbem-30090	45	53	spillover	spillover	VERB
fbem-30090	45	54	effect	effect	NOUN
fbem-30090	45	55	.	.	PUNCT
fbem-30090	46	1	through	through	ADP
fbem-30090	46	2	the	the	DET
fbem-30090	46	3	economic	economic	ADJ
fbem-30090	46	4	linkage	linkage	NOUN
fbem-30090	46	5	and	and	CCONJ
fbem-30090	46	6	business	business	NOUN
fbem-30090	46	7	transactions	transaction	NOUN
fbem-30090	46	8	between	between	ADP
fbem-30090	46	9	enterprises	enterprise	NOUN
fbem-30090	46	10	in	in	ADP
fbem-30090	46	11	the	the	DET
fbem-30090	46	12	supply	supply	NOUN
fbem-30090	46	13	chain	chain	NOUN
fbem-30090	46	14	network	network	NOUN
fbem-30090	46	15	,	,	PUNCT
fbem-30090	46	16	supplier	supplier	NOUN
fbem-30090	46	17	enterprises	enterprise	NOUN
fbem-30090	46	18	can	can	AUX
fbem-30090	46	19	obtain	obtain	VERB
fbem-30090	46	20	relevant	relevant	ADJ
fbem-30090	46	21	production	production	NOUN
fbem-30090	46	22	,	,	PUNCT
fbem-30090	46	23	technology	technology	NOUN
fbem-30090	46	24	and	and	CCONJ
fbem-30090	46	25	investment	investment	NOUN
fbem-30090	46	26	information	information	NOUN
fbem-30090	46	27	of	of	ADP
fbem-30090	46	28	customer	customer	NOUN
fbem-30090	46	29	enterprises	enterprise	NOUN
fbem-30090	46	30	,	,	PUNCT
fbem-30090	46	31	perceive	perceive	VERB
fbem-30090	46	32	the	the	DET
fbem-30090	46	33	future	future	ADJ
fbem-30090	46	34	development	development	NOUN
fbem-30090	46	35	trend	trend	NOUN
fbem-30090	46	36	of	of	ADP
fbem-30090	46	37	the	the	DET
fbem-30090	46	38	industrial	industrial	ADJ
fbem-30090	46	39	chain	chain	NOUN
fbem-30090	47	1	[	[	X
fbem-30090	47	2	17	17	NUM
fbem-30090	47	3	]	]	PUNCT
fbem-30090	47	4	,	,	PUNCT
fbem-30090	47	5	and	and	CCONJ
fbem-30090	47	6	thus	thus	ADV
fbem-30090	47	7	adjust	adjust	VERB
fbem-30090	47	8	their	their	PRON
fbem-30090	47	9	business	business	NOUN
fbem-30090	47	10	decisions	decision	NOUN
fbem-30090	47	11	.	.	PUNCT
fbem-30090	48	1	for	for	ADP
fbem-30090	48	2	example	example	NOUN
fbem-30090	48	3	,	,	PUNCT
fbem-30090	48	4	in	in	ADP
fbem-30090	48	5	order	order	NOUN
fbem-30090	48	6	to	to	PART
fbem-30090	48	7	reduce	reduce	VERB
fbem-30090	48	8	business	business	NOUN
fbem-30090	48	9	risks	risk	NOUN
fbem-30090	48	10	,	,	PUNCT
fbem-30090	48	11	maintain	maintain	VERB
fbem-30090	48	12	the	the	DET
fbem-30090	48	13	stability	stability	NOUN
fbem-30090	48	14	of	of	ADP
fbem-30090	48	15	the	the	DET
fbem-30090	48	16	supply	supply	NOUN
fbem-30090	48	17	chain	chain	NOUN
fbem-30090	48	18	and	and	CCONJ
fbem-30090	48	19	the	the	DET
fbem-30090	48	20	competitive	competitive	ADJ
fbem-30090	48	21	position	position	NOUN
fbem-30090	48	22	of	of	ADP
fbem-30090	48	23	the	the	DET
fbem-30090	48	24	enterprise	enterprise	NOUN
fbem-30090	48	25	,	,	PUNCT
fbem-30090	48	26	the	the	DET
fbem-30090	48	27	supplier	supplier	NOUN
fbem-30090	48	28	enterprise	enterprise	NOUN
fbem-30090	48	29	will	will	AUX
fbem-30090	48	30	be	be	AUX
fbem-30090	48	31	proactive	proactive	ADJ
fbem-30090	48	32	and	and	CCONJ
fbem-30090	48	33	timely	timely	ADJ
fbem-30090	48	34	layout	layout	NOUN
fbem-30090	48	35	of	of	ADP
fbem-30090	48	36	technological	technological	ADJ
fbem-30090	48	37	innovation	innovation	NOUN
fbem-30090	48	38	,	,	PUNCT
fbem-30090	48	39	increase	increase	VERB
fbem-30090	48	40	investment	investment	NOUN
fbem-30090	48	41	in	in	ADP
fbem-30090	48	42	research	research	NOUN
fbem-30090	48	43	and	and	CCONJ
fbem-30090	48	44	development	development	NOUN
fbem-30090	48	45	,	,	PUNCT
fbem-30090	48	46	etc	etc	X
fbem-30090	48	47	.	.	X
fbem-30090	49	1	in	in	ADP
fbem-30090	49	2	this	this	DET
fbem-30090	49	3	case	case	NOUN
fbem-30090	49	4	,	,	PUNCT
fbem-30090	49	5	supplier	supplier	NOUN
fbem-30090	49	6	companies	company	NOUN
fbem-30090	49	7	will	will	AUX
fbem-30090	49	8	voluntarily	voluntarily	ADV
fbem-30090	49	9	disclose	disclose	VERB
fbem-30090	49	10	more	more	ADJ
fbem-30090	49	11	innovation	innovation	NOUN
fbem-30090	49	12	information	information	NOUN
fbem-30090	49	13	in	in	ADP
fbem-30090	49	14	order	order	NOUN
fbem-30090	49	15	to	to	PART
fbem-30090	49	16	obtain	obtain	VERB
fbem-30090	49	17	investors	investor	NOUN
fbem-30090	49	18	'	'	PART
fbem-30090	49	19	attention	attention	NOUN
fbem-30090	49	20	and	and	CCONJ
fbem-30090	49	21	policy	policy	NOUN
fbem-30090	49	22	support	support	NOUN
fbem-30090	49	23	to	to	PART
fbem-30090	49	24	reduce	reduce	VERB
fbem-30090	49	25	the	the	DET
fbem-30090	49	26	degree	degree	NOUN
fbem-30090	49	27	of	of	ADP
fbem-30090	49	28	information	information	NOUN
fbem-30090	49	29	asymmetry	asymmetry	NOUN
fbem-30090	49	30	with	with	ADP
fbem-30090	49	31	the	the	DET
fbem-30090	49	32	outside	outside	ADJ
fbem-30090	49	33	world	world	NOUN
fbem-30090	49	34	.	.	PUNCT
fbem-30090	50	1	2.1.2	2.1.2	X
fbem-30090	50	2	.	.	NOUN
fbem-30090	50	3	indirect	indirect	ADJ
fbem-30090	50	4	cohort	cohort	NOUN
fbem-30090	50	5	effect	effect	NOUN
fbem-30090	50	6	the	the	DET
fbem-30090	50	7	digital	digital	ADJ
fbem-30090	50	8	transformation	transformation	NOUN
fbem-30090	50	9	of	of	ADP
fbem-30090	50	10	the	the	DET
fbem-30090	50	11	customer	customer	NOUN
fbem-30090	50	12	's	's	PART
fbem-30090	50	13	enterprise	enterprise	NOUN
fbem-30090	50	14	is	be	AUX
fbem-30090	50	15	facilitated	facilitate	VERB
fbem-30090	50	16	by	by	ADP
fbem-30090	50	17	the	the	DET
fbem-30090	50	18	supply	supply	NOUN
fbem-30090	50	19	chain	chain	NOUN
fbem-30090	50	20	“	"	PUNCT
fbem-30090	50	21	cohort	cohort	NOUN
fbem-30090	50	22	effect	effect	NOUN
fbem-30090	50	23	”	"	PUNCT
fbem-30090	50	24	of	of	ADP
fbem-30090	50	25	the	the	DET
fbem-30090	50	26	supplier	supplier	NOUN
fbem-30090	50	27	's	's	PART
fbem-30090	50	28	enterprise	enterprise	NOUN
fbem-30090	50	29	digital	digital	ADJ
fbem-30090	50	30	transformation	transformation	NOUN
fbem-30090	50	31	.	.	PUNCT
fbem-30090	51	1	from	from	ADP
fbem-30090	51	2	the	the	DET
fbem-30090	51	3	customer	customer	NOUN
fbem-30090	51	4	's	's	PART
fbem-30090	51	5	perspective	perspective	NOUN
fbem-30090	51	6	,	,	PUNCT
fbem-30090	51	7	suppliers	supplier	NOUN
fbem-30090	51	8	are	be	AUX
fbem-30090	51	9	deeply	deeply	ADV
fbem-30090	51	10	embedded	embed	VERB
fbem-30090	51	11	in	in	ADP
fbem-30090	51	12	their	their	PRON
fbem-30090	51	13	interests	interest	NOUN
fbem-30090	51	14	,	,	PUNCT
fbem-30090	51	15	and	and	CCONJ
fbem-30090	51	16	the	the	DET
fbem-30090	51	17	behavior	behavior	NOUN
fbem-30090	51	18	of	of	ADP
fbem-30090	51	19	customers	customer	NOUN
fbem-30090	51	20	will	will	AUX
fbem-30090	51	21	have	have	VERB
fbem-30090	51	22	a	a	DET
fbem-30090	51	23	significant	significant	ADJ
fbem-30090	51	24	impact	impact	NOUN
fbem-30090	51	25	on	on	ADP
fbem-30090	51	26	suppliers	supplier	NOUN
fbem-30090	51	27	.	.	PUNCT
fbem-30090	52	1	on	on	ADP
fbem-30090	52	2	the	the	DET
fbem-30090	52	3	one	one	NUM
fbem-30090	52	4	hand	hand	NOUN
fbem-30090	52	5	,	,	PUNCT
fbem-30090	52	6	customer	customer	NOUN
fbem-30090	52	7	enterprises	enterprise	NOUN
fbem-30090	52	8	will	will	AUX
fbem-30090	52	9	provide	provide	VERB
fbem-30090	52	10	support	support	NOUN
fbem-30090	52	11	to	to	PART
fbem-30090	52	12	help	help	VERB
fbem-30090	52	13	suppliers	supplier	NOUN
fbem-30090	52	14	carry	carry	VERB
fbem-30090	52	15	out	out	ADP
fbem-30090	52	16	digital	digital	ADJ
fbem-30090	52	17	practices	practice	NOUN
fbem-30090	52	18	based	base	VERB
fbem-30090	52	19	on	on	ADP
fbem-30090	52	20	self	self	NOUN
fbem-30090	52	21	-	-	PUNCT
fbem-30090	52	22	interest	interest	NOUN
fbem-30090	52	23	[	[	X
fbem-30090	52	24	18	18	NUM
fbem-30090	52	25	]	]	PUNCT
fbem-30090	52	26	.	.	PUNCT
fbem-30090	53	1	through	through	ADP
fbem-30090	53	2	digital	digital	ADJ
fbem-30090	53	3	transformation	transformation	NOUN
fbem-30090	53	4	,	,	PUNCT
fbem-30090	53	5	customer	customer	NOUN
fbem-30090	53	6	enterprises	enterprise	NOUN
fbem-30090	53	7	can	can	AUX
fbem-30090	53	8	strengthen	strengthen	VERB
fbem-30090	53	9	the	the	DET
fbem-30090	53	10	connection	connection	NOUN
fbem-30090	53	11	and	and	CCONJ
fbem-30090	53	12	communication	communication	NOUN
fbem-30090	53	13	with	with	ADP
fbem-30090	53	14	suppliers	supplier	NOUN
fbem-30090	53	15	in	in	ADP
fbem-30090	53	16	terms	term	NOUN
fbem-30090	53	17	of	of	ADP
fbem-30090	53	18	business	business	NOUN
fbem-30090	53	19	practices	practice	NOUN
fbem-30090	53	20	to	to	PART
fbem-30090	53	21	realize	realize	VERB
fbem-30090	53	22	efficient	efficient	ADJ
fbem-30090	53	23	supply	supply	NOUN
fbem-30090	53	24	chain	chain	NOUN
fbem-30090	53	25	interconnection	interconnection	NOUN
fbem-30090	53	26	.	.	PUNCT
fbem-30090	54	1	however	however	ADV
fbem-30090	54	2	,	,	PUNCT
fbem-30090	54	3	when	when	SCONJ
fbem-30090	54	4	the	the	DET
fbem-30090	54	5	digitalization	digitalization	NOUN
fbem-30090	54	6	level	level	NOUN
fbem-30090	54	7	of	of	ADP
fbem-30090	54	8	suppliers	supplier	NOUN
fbem-30090	54	9	differs	differ	VERB
fbem-30090	54	10	greatly	greatly	ADV
fbem-30090	54	11	from	from	ADP
fbem-30090	54	12	that	that	PRON
fbem-30090	54	13	of	of	ADP
fbem-30090	54	14	customers	customer	NOUN
fbem-30090	54	15	,	,	PUNCT
fbem-30090	54	16	i.e.	i.e.	X
fbem-30090	54	17	,	,	PUNCT
fbem-30090	54	18	there	there	PRON
fbem-30090	54	19	is	be	VERB
fbem-30090	54	20	a	a	DET
fbem-30090	54	21	“	"	PUNCT
fbem-30090	54	22	digital	digital	ADJ
fbem-30090	54	23	divide	divide	NOUN
fbem-30090	54	24	”	"	PUNCT
fbem-30090	54	25	,	,	PUNCT
fbem-30090	54	26	the	the	DET
fbem-30090	54	27	effectiveness	effectiveness	NOUN
fbem-30090	54	28	of	of	ADP
fbem-30090	54	29	customer	customer	NOUN
fbem-30090	54	30	digital	digital	ADJ
fbem-30090	54	31	transformation	transformation	NOUN
fbem-30090	54	32	empowerment	empowerment	NOUN
fbem-30090	54	33	will	will	AUX
fbem-30090	54	34	be	be	AUX
fbem-30090	54	35	significantly	significantly	ADV
fbem-30090	54	36	reduced	reduce	VERB
fbem-30090	54	37	[	[	X
fbem-30090	54	38	8	8	NUM
fbem-30090	54	39	]	]	PUNCT
fbem-30090	54	40	.	.	PUNCT
fbem-30090	55	1	in	in	ADP
fbem-30090	55	2	order	order	NOUN
fbem-30090	55	3	to	to	PART
fbem-30090	55	4	improve	improve	VERB
fbem-30090	55	5	the	the	DET
fbem-30090	55	6	operational	operational	ADJ
fbem-30090	55	7	efficiency	efficiency	NOUN
fbem-30090	55	8	of	of	ADP
fbem-30090	55	9	the	the	DET
fbem-30090	55	10	supply	supply	NOUN
fbem-30090	55	11	chain	chain	NOUN
fbem-30090	55	12	and	and	CCONJ
fbem-30090	55	13	fully	fully	ADV
fbem-30090	55	14	release	release	VERB
fbem-30090	55	15	the	the	DET
fbem-30090	55	16	effectiveness	effectiveness	NOUN
fbem-30090	55	17	of	of	ADP
fbem-30090	55	18	digital	digital	ADJ
fbem-30090	55	19	transformation	transformation	NOUN
fbem-30090	55	20	,	,	PUNCT
fbem-30090	55	21	customers	customer	NOUN
fbem-30090	55	22	may	may	AUX
fbem-30090	55	23	take	take	VERB
fbem-30090	55	24	the	the	DET
fbem-30090	55	25	initiative	initiative	NOUN
fbem-30090	55	26	to	to	PART
fbem-30090	55	27	help	help	VERB
fbem-30090	55	28	suppliers	supplier	NOUN
fbem-30090	55	29	to	to	PART
fbem-30090	55	30	carry	carry	VERB
fbem-30090	55	31	out	out	ADP
fbem-30090	55	32	digital	digital	ADJ
fbem-30090	55	33	transformation	transformation	NOUN
fbem-30090	55	34	,	,	PUNCT
fbem-30090	55	35	such	such	ADJ
fbem-30090	55	36	as	as	ADP
fbem-30090	55	37	sending	send	VERB
fbem-30090	55	38	digital	digital	ADJ
fbem-30090	55	39	technicians	technician	NOUN
fbem-30090	55	40	to	to	ADP
fbem-30090	55	41	suppliers	supplier	NOUN
fbem-30090	55	42	and	and	CCONJ
fbem-30090	55	43	providing	provide	VERB
fbem-30090	55	44	digital	digital	ADJ
fbem-30090	55	45	transformation	transformation	NOUN
fbem-30090	55	46	related	relate	VERB
fbem-30090	55	47	experience	experience	NOUN
fbem-30090	55	48	[	[	X
fbem-30090	55	49	2	2	NUM
fbem-30090	55	50	]	]	PUNCT
fbem-30090	55	51	,	,	PUNCT
fbem-30090	55	52	thus	thus	ADV
fbem-30090	55	53	improving	improve	VERB
fbem-30090	55	54	the	the	DET
fbem-30090	55	55	efficiency	efficiency	NOUN
fbem-30090	55	56	of	of	ADP
fbem-30090	55	57	suppliers	supplier	NOUN
fbem-30090	55	58	'	'	PART
fbem-30090	55	59	digital	digital	ADJ
fbem-30090	55	60	transformation	transformation	NOUN
fbem-30090	55	61	.	.	PUNCT
fbem-30090	56	1	on	on	ADP
fbem-30090	56	2	the	the	DET
fbem-30090	56	3	other	other	ADJ
fbem-30090	56	4	hand	hand	NOUN
fbem-30090	56	5	,	,	PUNCT
fbem-30090	56	6	changes	change	NOUN
fbem-30090	56	7	in	in	ADP
fbem-30090	56	8	customer	customer	NOUN
fbem-30090	56	9	demand	demand	NOUN
fbem-30090	56	10	will	will	AUX
fbem-30090	56	11	force	force	VERB
fbem-30090	56	12	suppliers	supplier	NOUN
fbem-30090	56	13	to	to	PART
fbem-30090	56	14	adopt	adopt	VERB
fbem-30090	56	15	flexible	flexible	ADJ
fbem-30090	56	16	response	response	NOUN
fbem-30090	56	17	strategies	strategy	NOUN
fbem-30090	56	18	.	.	PUNCT
fbem-30090	57	1	consumers	consumer	NOUN
fbem-30090	57	2	'	'	PART
fbem-30090	57	3	green	green	ADJ
fbem-30090	57	4	awareness	awareness	NOUN
fbem-30090	57	5	,	,	PUNCT
fbem-30090	57	6	diversified	diversified	ADJ
fbem-30090	57	7	needs	need	NOUN
fbem-30090	57	8	,	,	PUNCT
fbem-30090	57	9	and	and	CCONJ
fbem-30090	57	10	increased	increase	VERB
fbem-30090	57	11	demand	demand	NOUN
fbem-30090	57	12	for	for	ADP
fbem-30090	57	13	product	product	NOUN
fbem-30090	57	14	technology	technology	NOUN
fbem-30090	57	15	have	have	AUX
fbem-30090	57	16	led	lead	VERB
fbem-30090	57	17	to	to	ADP
fbem-30090	57	18	changes	change	NOUN
fbem-30090	57	19	in	in	ADP
fbem-30090	57	20	customer	customer	NOUN
fbem-30090	57	21	companies	company	NOUN
fbem-30090	57	22	'	'	PART
fbem-30090	57	23	production	production	NOUN
fbem-30090	57	24	.	.	PUNCT
fbem-30090	58	1	through	through	ADP
fbem-30090	58	2	the	the	DET
fbem-30090	58	3	use	use	NOUN
fbem-30090	58	4	of	of	ADP
fbem-30090	58	5	digital	digital	ADJ
fbem-30090	58	6	technology	technology	NOUN
fbem-30090	58	7	,	,	PUNCT
fbem-30090	58	8	customers	customer	NOUN
fbem-30090	58	9	are	be	AUX
fbem-30090	58	10	able	able	ADJ
fbem-30090	58	11	to	to	PART
fbem-30090	58	12	process	process	VERB
fbem-30090	58	13	consumer	consumer	NOUN
fbem-30090	58	14	market	market	NOUN
fbem-30090	58	15	information	information	NOUN
fbem-30090	58	16	efficiently	efficiently	ADV
fbem-30090	58	17	and	and	CCONJ
fbem-30090	58	18	form	form	VERB
fbem-30090	58	19	a	a	DET
fbem-30090	58	20	standardized	standardized	ADJ
fbem-30090	58	21	and	and	CCONJ
fbem-30090	58	22	practical	practical	ADJ
fbem-30090	58	23	demand	demand	NOUN
fbem-30090	58	24	for	for	ADP
fbem-30090	58	25	change	change	NOUN
fbem-30090	58	26	,	,	PUNCT
fbem-30090	58	27	which	which	PRON
fbem-30090	58	28	includes	include	VERB
fbem-30090	58	29	changes	change	NOUN
fbem-30090	58	30	in	in	ADP
fbem-30090	58	31	the	the	DET
fbem-30090	58	32	demand	demand	NOUN
fbem-30090	58	33	for	for	ADP
fbem-30090	58	34	intermediate	intermediate	ADJ
fbem-30090	58	35	goods	good	NOUN
fbem-30090	58	36	provided	provide	VERB
fbem-30090	58	37	by	by	ADP
fbem-30090	58	38	suppliers	supplier	NOUN
fbem-30090	58	39	and	and	CCONJ
fbem-30090	58	40	increased	increase	VERB
fbem-30090	58	41	monitoring	monitoring	NOUN
fbem-30090	58	42	of	of	ADP
fbem-30090	58	43	supplier	supplier	NOUN
fbem-30090	58	44	innovation	innovation	NOUN
fbem-30090	58	45	[	[	X
fbem-30090	58	46	19	19	NUM
fbem-30090	58	47	]	]	PUNCT
fbem-30090	58	48	.	.	PUNCT
fbem-30090	59	1	in	in	ADP
fbem-30090	59	2	response	response	NOUN
fbem-30090	59	3	to	to	ADP
fbem-30090	59	4	customer	customer	NOUN
fbem-30090	59	5	demand	demand	NOUN
fbem-30090	59	6	,	,	PUNCT
fbem-30090	59	7	suppliers	supplier	NOUN
fbem-30090	59	8	will	will	AUX
fbem-30090	59	9	implement	implement	VERB
fbem-30090	59	10	digital	digital	ADJ
fbem-30090	59	11	transformation	transformation	NOUN
fbem-30090	59	12	at	at	ADP
fbem-30090	59	13	the	the	DET
fbem-30090	59	14	production	production	NOUN
fbem-30090	59	15	level	level	NOUN
fbem-30090	59	16	;	;	PUNCT
fbem-30090	59	17	in	in	ADP
fbem-30090	59	18	addition	addition	NOUN
fbem-30090	59	19	,	,	PUNCT
fbem-30090	59	20	the	the	DET
fbem-30090	59	21	digital	digital	ADJ
fbem-30090	59	22	transformation	transformation	NOUN
fbem-30090	59	23	of	of	ADP
fbem-30090	59	24	customer	customer	NOUN
fbem-30090	59	25	enterprises	enterprise	NOUN
fbem-30090	59	26	will	will	AUX
fbem-30090	59	27	increase	increase	VERB
fbem-30090	59	28	the	the	DET
fbem-30090	59	29	demand	demand	NOUN
fbem-30090	59	30	for	for	ADP
fbem-30090	59	31	real	real	ADJ
fbem-30090	59	32	-	-	PUNCT
fbem-30090	59	33	time	time	NOUN
fbem-30090	59	34	and	and	CCONJ
fbem-30090	59	35	accurate	accurate	ADJ
fbem-30090	59	36	transaction	transaction	NOUN
fbem-30090	59	37	data	datum	NOUN
fbem-30090	59	38	,	,	PUNCT
fbem-30090	59	39	which	which	PRON
fbem-30090	59	40	will	will	AUX
fbem-30090	59	41	force	force	VERB
fbem-30090	59	42	supplier	supplier	NOUN
fbem-30090	59	43	enterprises	enterprise	NOUN
fbem-30090	59	44	to	to	PART
fbem-30090	59	45	pay	pay	VERB
fbem-30090	59	46	attention	attention	NOUN
fbem-30090	59	47	to	to	ADP
fbem-30090	59	48	the	the	DET
fbem-30090	59	49	generation	generation	NOUN
fbem-30090	59	50	,	,	PUNCT
fbem-30090	59	51	storage	storage	NOUN
fbem-30090	59	52	and	and	CCONJ
fbem-30090	59	53	flow	flow	NOUN
fbem-30090	59	54	of	of	ADP
fbem-30090	59	55	data	datum	NOUN
fbem-30090	59	56	elements	element	NOUN
fbem-30090	59	57	.	.	PUNCT
fbem-30090	60	1	therefore	therefore	ADV
fbem-30090	60	2	,	,	PUNCT
fbem-30090	60	3	the	the	DET
fbem-30090	60	4	demand	demand	NOUN
fbem-30090	60	5	feedback	feedback	NOUN
fbem-30090	60	6	can	can	AUX
fbem-30090	60	7	form	form	VERB
fbem-30090	60	8	the	the	DET
fbem-30090	60	9	driving	drive	VERB
fbem-30090	60	10	force	force	NOUN
fbem-30090	60	11	of	of	ADP
fbem-30090	60	12	customer	customer	NOUN
fbem-30090	60	13	digital	digital	ADJ
fbem-30090	60	14	transformation	transformation	NOUN
fbem-30090	60	15	on	on	ADP
fbem-30090	60	16	supplier	supplier	NOUN
fbem-30090	60	17	enterprises	enterprise	NOUN
fbem-30090	60	18	'	'	PART
fbem-30090	60	19	digital	digital	ADJ
fbem-30090	60	20	transformation	transformation	NOUN
fbem-30090	60	21	.	.	PUNCT
fbem-30090	61	1	from	from	ADP
fbem-30090	61	2	the	the	DET
fbem-30090	61	3	supplier	supplier	NOUN
fbem-30090	61	4	enterprise	enterprise	NOUN
fbem-30090	61	5	's	's	PART
fbem-30090	61	6	point	point	NOUN
fbem-30090	61	7	of	of	ADP
fbem-30090	61	8	view	view	NOUN
fbem-30090	61	9	,	,	PUNCT
fbem-30090	61	10	it	it	PRON
fbem-30090	61	11	needs	need	VERB
fbem-30090	61	12	to	to	PART
fbem-30090	61	13	continuously	continuously	ADV
fbem-30090	61	14	improve	improve	VERB
fbem-30090	61	15	the	the	DET
fbem-30090	61	16	resource	resource	NOUN
fbem-30090	61	17	allocation	allocation	NOUN
fbem-30090	61	18	efficiency	efficiency	NOUN
fbem-30090	61	19	and	and	CCONJ
fbem-30090	61	20	collaborative	collaborative	ADJ
fbem-30090	61	21	processing	processing	NOUN
fbem-30090	61	22	ability	ability	NOUN
fbem-30090	61	23	,	,	PUNCT
fbem-30090	61	24	and	and	CCONJ
fbem-30090	61	25	enhance	enhance	VERB
fbem-30090	61	26	the	the	DET
fbem-30090	61	27	dynamic	dynamic	ADJ
fbem-30090	61	28	ability	ability	NOUN
fbem-30090	61	29	to	to	PART
fbem-30090	61	30	adapt	adapt	VERB
fbem-30090	61	31	to	to	ADP
fbem-30090	61	32	the	the	DET
fbem-30090	61	33	external	external	ADJ
fbem-30090	61	34	market	market	NOUN
fbem-30090	61	35	environment	environment	NOUN
fbem-30090	61	36	[	[	X
fbem-30090	61	37	8	8	NUM
fbem-30090	61	38	]	]	PUNCT
fbem-30090	61	39	.	.	PUNCT
fbem-30090	62	1	on	on	ADP
fbem-30090	62	2	the	the	DET
fbem-30090	62	3	one	one	NUM
fbem-30090	62	4	hand	hand	NOUN
fbem-30090	62	5	,	,	PUNCT
fbem-30090	62	6	customer	customer	NOUN
fbem-30090	62	7	digital	digital	ADJ
fbem-30090	62	8	transformation	transformation	NOUN
fbem-30090	62	9	can	can	AUX
fbem-30090	62	10	form	form	VERB
fbem-30090	62	11	the	the	DET
fbem-30090	62	12	information	information	NOUN
fbem-30090	62	13	spillover	spillover	VERB
fbem-30090	62	14	effect	effect	NOUN
fbem-30090	62	15	,	,	PUNCT
fbem-30090	62	16	providing	provide	VERB
fbem-30090	62	17	suppliers	supplier	NOUN
fbem-30090	62	18	with	with	ADP
fbem-30090	62	19	ways	way	NOUN
fbem-30090	62	20	to	to	PART
fbem-30090	62	21	imitate	imitate	VERB
fbem-30090	62	22	and	and	CCONJ
fbem-30090	62	23	learn	learn	VERB
fbem-30090	62	24	.	.	PUNCT
fbem-30090	63	1	customer	customer	NOUN
fbem-30090	63	2	digital	digital	ADJ
fbem-30090	63	3	transformation	transformation	NOUN
fbem-30090	63	4	can	can	AUX
fbem-30090	63	5	broaden	broaden	VERB
fbem-30090	63	6	the	the	DET
fbem-30090	63	7	access	access	NOUN
fbem-30090	63	8	to	to	ADP
fbem-30090	63	9	information	information	NOUN
fbem-30090	63	10	and	and	CCONJ
fbem-30090	63	11	knowledge	knowledge	NOUN
fbem-30090	63	12	[	[	X
fbem-30090	63	13	20	20	NUM
fbem-30090	63	14	]	]	PUNCT
fbem-30090	63	15	,	,	PUNCT
fbem-30090	63	16	increase	increase	VERB
fbem-30090	63	17	the	the	DET
fbem-30090	63	18	connectivity	connectivity	NOUN
fbem-30090	63	19	and	and	CCONJ
fbem-30090	63	20	richness	richness	NOUN
fbem-30090	63	21	of	of	ADP
fbem-30090	63	22	the	the	DET
fbem-30090	63	23	information	information	NOUN
fbem-30090	63	24	network	network	NOUN
fbem-30090	63	25	,	,	PUNCT
fbem-30090	63	26	so	so	SCONJ
fbem-30090	63	27	that	that	SCONJ
fbem-30090	63	28	suppliers	supplier	NOUN
fbem-30090	63	29	can	can	AUX
fbem-30090	63	30	access	access	VERB
fbem-30090	63	31	the	the	DET
fbem-30090	63	32	interactive	interactive	ADJ
fbem-30090	63	33	,	,	PUNCT
fbem-30090	63	34	shared	share	VERB
fbem-30090	63	35	data	datum	NOUN
fbem-30090	63	36	and	and	CCONJ
fbem-30090	63	37	information	information	NOUN
fbem-30090	63	38	provided	provide	VERB
fbem-30090	63	39	by	by	ADP
fbem-30090	63	40	the	the	DET
fbem-30090	63	41	customer	customer	NOUN
fbem-30090	63	42	[	[	X
fbem-30090	63	43	21	21	NUM
fbem-30090	63	44	]	]	PUNCT
fbem-30090	63	45	,	,	PUNCT
fbem-30090	63	46	to	to	PART
fbem-30090	63	47	provide	provide	VERB
fbem-30090	63	48	efficient	efficient	ADJ
fbem-30090	63	49	learning	learning	NOUN
fbem-30090	63	50	and	and	CCONJ
fbem-30090	63	51	communication	communication	NOUN
fbem-30090	63	52	channels	channel	NOUN
fbem-30090	63	53	for	for	ADP
fbem-30090	63	54	suppliers	supplier	NOUN
fbem-30090	63	55	,	,	PUNCT
fbem-30090	63	56	to	to	PART
fbem-30090	63	57	promote	promote	VERB
fbem-30090	63	58	the	the	DET
fbem-30090	63	59	digital	digital	ADJ
fbem-30090	63	60	transformation	transformation	NOUN
fbem-30090	63	61	of	of	ADP
fbem-30090	63	62	information	information	NOUN
fbem-30090	63	63	in	in	ADP
fbem-30090	63	64	the	the	DET
fbem-30090	63	65	supply	supply	NOUN
fbem-30090	63	66	chain	chain	NOUN
fbem-30090	63	67	collaborative	collaborative	ADJ
fbem-30090	63	68	network	network	NOUN
fbem-30090	63	69	within	within	ADP
fbem-30090	63	70	the	the	DET
fbem-30090	63	71	spillover	spillover	NOUN
fbem-30090	63	72	,	,	PUNCT
fbem-30090	63	73	which	which	PRON
fbem-30090	63	74	will	will	AUX
fbem-30090	63	75	help	help	VERB
fbem-30090	63	76	suppliers	supplier	NOUN
fbem-30090	63	77	to	to	PART
fbem-30090	63	78	obtain	obtain	VERB
fbem-30090	63	79	more	more	ADJ
fbem-30090	63	80	digital	digital	ADJ
fbem-30090	63	81	knowledge	knowledge	NOUN
fbem-30090	63	82	.	.	PUNCT
fbem-30090	64	1	top	top	ADJ
fbem-30090	64	2	managers	manager	NOUN
fbem-30090	64	3	will	will	AUX
fbem-30090	64	4	actively	actively	ADV
fbem-30090	64	5	imitate	imitate	VERB
fbem-30090	64	6	and	and	CCONJ
fbem-30090	64	7	learn	learn	VERB
fbem-30090	64	8	from	from	ADP
fbem-30090	64	9	customers	customer	NOUN
fbem-30090	64	10	'	'	PART
fbem-30090	64	11	digital	digital	ADJ
fbem-30090	64	12	transformation	transformation	NOUN
fbem-30090	64	13	strategy	strategy	NOUN
fbem-30090	64	14	practices	practice	NOUN
fbem-30090	64	15	when	when	SCONJ
fbem-30090	64	16	making	make	VERB
fbem-30090	64	17	relevant	relevant	ADJ
fbem-30090	64	18	decisions	decision	NOUN
fbem-30090	64	19	.	.	PUNCT
fbem-30090	65	1	on	on	ADP
fbem-30090	65	2	the	the	DET
fbem-30090	65	3	other	other	ADJ
fbem-30090	65	4	hand	hand	NOUN
fbem-30090	65	5	,	,	PUNCT
fbem-30090	65	6	competitive	competitive	ADJ
fbem-30090	65	7	pressure	pressure	NOUN
fbem-30090	65	8	among	among	ADP
fbem-30090	65	9	supply	supply	NOUN
fbem-30090	65	10	chains	chain	NOUN
fbem-30090	65	11	is	be	AUX
fbem-30090	65	12	also	also	ADV
fbem-30090	65	13	an	an	DET
fbem-30090	65	14	important	important	ADJ
fbem-30090	65	15	source	source	NOUN
fbem-30090	65	16	of	of	ADP
fbem-30090	65	17	digital	digital	ADJ
fbem-30090	65	18	transformation	transformation	NOUN
fbem-30090	65	19	cohort	cohort	NOUN
fbem-30090	65	20	effect	effect	NOUN
fbem-30090	65	21	.	.	PUNCT
fbem-30090	66	1	there	there	PRON
fbem-30090	66	2	may	may	AUX
fbem-30090	66	3	be	be	AUX
fbem-30090	66	4	a	a	DET
fbem-30090	66	5	non	non	ADJ
fbem-30090	66	6	-	-	ADJ
fbem-30090	66	7	equal	equal	ADJ
fbem-30090	66	8	interest	interest	NOUN
fbem-30090	66	9	exchange	exchange	NOUN
fbem-30090	66	10	relationship	relationship	NOUN
fbem-30090	66	11	between	between	ADP
fbem-30090	66	12	supply	supply	NOUN
fbem-30090	66	13	chain	chain	NOUN
fbem-30090	66	14	enterprises	enterprise	NOUN
fbem-30090	66	15	,	,	PUNCT
fbem-30090	66	16	at	at	ADP
fbem-30090	66	17	this	this	DET
fbem-30090	66	18	time	time	NOUN
fbem-30090	66	19	there	there	PRON
fbem-30090	66	20	is	be	VERB
fbem-30090	66	21	a	a	DET
fbem-30090	66	22	certain	certain	ADJ
fbem-30090	66	23	degree	degree	NOUN
fbem-30090	66	24	of	of	ADP
fbem-30090	66	25	extrusion	extrusion	NOUN
fbem-30090	66	26	relationship	relationship	NOUN
fbem-30090	66	27	between	between	ADP
fbem-30090	66	28	the	the	DET
fbem-30090	66	29	vertical	vertical	ADJ
fbem-30090	66	30	industry	industry	NOUN
fbem-30090	66	31	chain	chain	NOUN
fbem-30090	66	32	subjects	subject	NOUN
fbem-30090	66	33	,	,	PUNCT
fbem-30090	66	34	this	this	DET
fbem-30090	66	35	extrusion	extrusion	NOUN
fbem-30090	66	36	relationship	relationship	NOUN
fbem-30090	66	37	is	be	AUX
fbem-30090	66	38	reflected	reflect	VERB
fbem-30090	66	39	in	in	ADP
fbem-30090	66	40	the	the	DET
fbem-30090	66	41	hidden	hide	VERB
fbem-30090	66	42	information	information	NOUN
fbem-30090	66	43	seeking	seek	VERB
fbem-30090	66	44	opportunistic	opportunistic	ADJ
fbem-30090	66	45	behavior	behavior	NOUN
fbem-30090	66	46	.	.	PUNCT
fbem-30090	67	1	digital	digital	ADJ
fbem-30090	67	2	transformation	transformation	NOUN
fbem-30090	67	3	amplifies	amplify	VERB
fbem-30090	67	4	customers	customer	NOUN
fbem-30090	67	5	'	'	PART
fbem-30090	67	6	advantages	advantage	NOUN
fbem-30090	67	7	in	in	ADP
fbem-30090	67	8	terms	term	NOUN
fbem-30090	67	9	of	of	ADP
fbem-30090	67	10	rights	right	NOUN
fbem-30090	67	11	,	,	PUNCT
fbem-30090	67	12	resources	resource	NOUN
fbem-30090	67	13	,	,	PUNCT
fbem-30090	67	14	or	or	CCONJ
fbem-30090	67	15	status	status	NOUN
fbem-30090	67	16	,	,	PUNCT
fbem-30090	67	17	and	and	CCONJ
fbem-30090	67	18	in	in	ADP
fbem-30090	67	19	order	order	NOUN
fbem-30090	67	20	to	to	PART
fbem-30090	67	21	quickly	quickly	ADV
fbem-30090	67	22	adapt	adapt	VERB
fbem-30090	67	23	to	to	ADP
fbem-30090	67	24	customers	customer	NOUN
fbem-30090	67	25	'	'	PART
fbem-30090	67	26	demands	demand	NOUN
fbem-30090	67	27	for	for	ADP
fbem-30090	67	28	efficiency	efficiency	NOUN
fbem-30090	67	29	and	and	CCONJ
fbem-30090	67	30	collaboration	collaboration	NOUN
fbem-30090	67	31	,	,	PUNCT
fbem-30090	67	32	and	and	CCONJ
fbem-30090	67	33	to	to	PART
fbem-30090	67	34	alleviate	alleviate	VERB
fbem-30090	67	35	competitive	competitive	ADJ
fbem-30090	67	36	pressures	pressure	NOUN
fbem-30090	67	37	within	within	ADP
fbem-30090	67	38	the	the	DET
fbem-30090	67	39	supply	supply	NOUN
fbem-30090	67	40	chain	chain	NOUN
fbem-30090	67	41	,	,	PUNCT
fbem-30090	67	42	suppliers	supplier	NOUN
fbem-30090	67	43	will	will	AUX
fbem-30090	67	44	choose	choose	VERB
fbem-30090	67	45	a	a	DET
fbem-30090	67	46	digitalization	digitalization	NOUN
fbem-30090	67	47	strategy	strategy	NOUN
fbem-30090	67	48	that	that	PRON
fbem-30090	67	49	is	be	AUX
fbem-30090	67	50	aligned	align	VERB
fbem-30090	67	51	with	with	ADP
fbem-30090	67	52	their	their	PRON
fbem-30090	67	53	customers	customer	NOUN
fbem-30090	67	54	.	.	PUNCT
fbem-30090	68	1	in	in	ADP
fbem-30090	68	2	addition	addition	NOUN
fbem-30090	68	3	,	,	PUNCT
fbem-30090	68	4	supply	supply	NOUN
fbem-30090	68	5	chain	chain	NOUN
fbem-30090	68	6	linkage	linkage	NOUN
fbem-30090	68	7	is	be	AUX
fbem-30090	68	8	a	a	DET
fbem-30090	68	9	“	"	PUNCT
fbem-30090	68	10	survival	survival	NOUN
fbem-30090	68	11	of	of	ADP
fbem-30090	68	12	the	the	DET
fbem-30090	68	13	fittest	fit	ADJ
fbem-30090	68	14	”	"	PUNCT
fbem-30090	68	15	in	in	ADP
fbem-30090	68	16	the	the	DET
fbem-30090	68	17	process	process	NOUN
fbem-30090	68	18	of	of	ADP
fbem-30090	68	19	continuously	continuously	ADV
fbem-30090	68	20	satisfying	satisfy	VERB
fbem-30090	68	21	customers	customer	NOUN
fbem-30090	68	22	'	'	PART
fbem-30090	68	23	dynamic	dynamic	ADJ
fbem-30090	68	24	demands	demand	NOUN
fbem-30090	68	25	.	.	PUNCT
fbem-30090	69	1	the	the	DET
fbem-30090	69	2	application	application	NOUN
fbem-30090	69	3	of	of	ADP
fbem-30090	69	4	digital	digital	ADJ
fbem-30090	69	5	technology	technology	NOUN
fbem-30090	69	6	by	by	ADP
fbem-30090	69	7	the	the	DET
fbem-30090	69	8	customer	customer	NOUN
fbem-30090	69	9	allows	allow	VERB
fbem-30090	69	10	the	the	DET
fbem-30090	69	11	aggregation	aggregation	NOUN
fbem-30090	69	12	and	and	CCONJ
fbem-30090	69	13	integration	integration	NOUN
fbem-30090	69	14	of	of	ADP
fbem-30090	69	15	a	a	DET
fbem-30090	69	16	huge	huge	ADJ
fbem-30090	69	17	amount	amount	NOUN
fbem-30090	69	18	of	of	ADP
fbem-30090	69	19	information	information	NOUN
fbem-30090	69	20	about	about	ADP
fbem-30090	69	21	suppliers	supplier	NOUN
fbem-30090	69	22	and	and	CCONJ
fbem-30090	69	23	companies	company	NOUN
fbem-30090	69	24	in	in	ADP
fbem-30090	69	25	the	the	DET
fbem-30090	69	26	same	same	ADJ
fbem-30090	69	27	industry	industry	NOUN
fbem-30090	69	28	,	,	PUNCT
fbem-30090	69	29	which	which	PRON
fbem-30090	69	30	will	will	AUX
fbem-30090	69	31	bring	bring	VERB
fbem-30090	69	32	great	great	ADJ
fbem-30090	69	33	uncertainty	uncertainty	NOUN
fbem-30090	69	34	to	to	ADP
fbem-30090	69	35	the	the	DET
fbem-30090	69	36	original	original	ADJ
fbem-30090	69	37	cooperative	cooperative	ADJ
fbem-30090	69	38	relationship	relationship	NOUN
fbem-30090	69	39	.	.	PUNCT
fbem-30090	70	1	in	in	ADP
fbem-30090	70	2	order	order	NOUN
fbem-30090	70	3	to	to	PART
fbem-30090	70	4	prevent	prevent	VERB
fbem-30090	70	5	competitors	competitor	NOUN
fbem-30090	70	6	from	from	ADP
fbem-30090	70	7	encroaching	encroach	VERB
fbem-30090	70	8	on	on	ADP
fbem-30090	70	9	the	the	DET
fbem-30090	70	10	market	market	NOUN
fbem-30090	70	11	and	and	CCONJ
fbem-30090	70	12	stabilize	stabilize	VERB
fbem-30090	70	13	supply	supply	NOUN
fbem-30090	70	14	chain	chain	NOUN
fbem-30090	70	15	customer	customer	NOUN
fbem-30090	70	16	relationships	relationship	NOUN
fbem-30090	70	17	,	,	PUNCT
fbem-30090	70	18	suppliers	supplier	NOUN
fbem-30090	70	19	will	will	AUX
fbem-30090	70	20	actively	actively	ADV
fbem-30090	70	21	engage	engage	VERB
fbem-30090	70	22	in	in	ADP
fbem-30090	70	23	digital	digital	ADJ
fbem-30090	70	24	transformation	transformation	NOUN
fbem-30090	70	25	activities	activity	NOUN
fbem-30090	70	26	.	.	PUNCT
fbem-30090	71	1	consistent	consistent	ADJ
fbem-30090	71	2	with	with	ADP
fbem-30090	71	3	the	the	DET
fbem-30090	71	4	preceding	precede	VERB
fbem-30090	71	5	analysis	analysis	NOUN
fbem-30090	71	6	,	,	PUNCT
fbem-30090	71	7	the	the	DET
fbem-30090	71	8	implementation	implementation	NOUN
fbem-30090	71	9	of	of	ADP
fbem-30090	71	10	digital	digital	ADJ
fbem-30090	71	11	transformation	transformation	NOUN
fbem-30090	71	12	by	by	ADP
fbem-30090	71	13	supplier	supplier	NOUN
fbem-30090	71	14	firms	firm	NOUN
fbem-30090	71	15	will	will	AUX
fbem-30090	71	16	lead	lead	VERB
fbem-30090	71	17	to	to	ADP
fbem-30090	71	18	the	the	DET
fbem-30090	71	19	disclosure	disclosure	NOUN
fbem-30090	71	20	of	of	ADP
fbem-30090	71	21	their	their	PRON
fbem-30090	71	22	own	own	ADJ
fbem-30090	71	23	innovation	innovation	NOUN
fbem-30090	71	24	information	information	NOUN
fbem-30090	71	25	through	through	ADP
fbem-30090	71	26	the	the	DET
fbem-30090	71	27	“	"	PUNCT
fbem-30090	71	28	information	information	NOUN
fbem-30090	71	29	effect	effect	NOUN
fbem-30090	71	30	”	"	PUNCT
fbem-30090	71	31	.	.	PUNCT
fbem-30090	72	1	combining	combine	VERB
fbem-30090	72	2	the	the	DET
fbem-30090	72	3	above	above	ADJ
fbem-30090	72	4	analyses	analysis	NOUN
fbem-30090	72	5	,	,	PUNCT
fbem-30090	72	6	this	this	DET
fbem-30090	72	7	paper	paper	NOUN
fbem-30090	72	8	puts	put	VERB
fbem-30090	72	9	forward	forward	ADV
fbem-30090	72	10	the	the	DET
fbem-30090	72	11	hypothesis	hypothesis	NOUN
fbem-30090	72	12	that	that	PRON
fbem-30090	72	13	the	the	DET
fbem-30090	72	14	digital	digital	ADJ
fbem-30090	72	15	transformation	transformation	NOUN
fbem-30090	72	16	of	of	ADP
fbem-30090	72	17	customer	customer	NOUN
fbem-30090	72	18	enterprises	enterprise	NOUN
fbem-30090	72	19	will	will	AUX
fbem-30090	72	20	promote	promote	VERB
fbem-30090	72	21	the	the	DET
fbem-30090	72	22	disclosure	disclosure	NOUN
fbem-30090	72	23	of	of	ADP
fbem-30090	72	24	supplier	supplier	NOUN
fbem-30090	72	25	enterprises	enterprise	NOUN
fbem-30090	72	26	'	'	PART
fbem-30090	72	27	innovation	innovation	NOUN
fbem-30090	72	28	information	information	NOUN
fbem-30090	72	29	.	.	PUNCT
fbem-30090	73	1	3	3	X
fbem-30090	73	2	.	.	X
fbem-30090	73	3	data	datum	NOUN
fbem-30090	73	4	and	and	CCONJ
fbem-30090	73	5	research	research	NOUN
fbem-30090	73	6	design	design	NOUN
fbem-30090	73	7	3.1	3.1	NUM
fbem-30090	73	8	.	.	PUNCT
fbem-30090	74	1	sample	sample	NOUN
fbem-30090	74	2	selection	selection	NOUN
fbem-30090	74	3	drawing	draw	VERB
fbem-30090	74	4	on	on	ADP
fbem-30090	74	5	the	the	DET
fbem-30090	74	6	study	study	NOUN
fbem-30090	74	7	of	of	ADP
fbem-30090	74	8	qingyuan	qingyuan	PROPN
fbem-30090	74	9	li	li	PROPN
fbem-30090	74	10	et	et	PROPN
fbem-30090	74	11	al	al	PROPN
fbem-30090	74	12	,	,	PUNCT
fbem-30090	74	13	this	this	DET
fbem-30090	74	14	paper	paper	NOUN
fbem-30090	74	15	selects	select	VERB
fbem-30090	74	16	the	the	DET
fbem-30090	74	17	top	top	ADJ
fbem-30090	74	18	five	five	NUM
fbem-30090	74	19	customer	customer	NOUN
fbem-30090	74	20	relationship	relationship	NOUN
fbem-30090	74	21	data	datum	NOUN
fbem-30090	74	22	of	of	ADP
fbem-30090	74	23	a	a	DET
fbem-30090	74	24	-	-	PUNCT
fbem-30090	74	25	share	share	NOUN
fbem-30090	74	26	listed	list	VERB
fbem-30090	74	27	companies	company	NOUN
fbem-30090	74	28	in	in	ADP
fbem-30090	74	29	shanghai	shanghai	PROPN
fbem-30090	74	30	and	and	CCONJ
fbem-30090	74	31	shenzhen	shenzhen	PROPN
fbem-30090	74	32	from	from	ADP
fbem-30090	74	33	2012	2012	NUM
fbem-30090	74	34	to	to	ADP
fbem-30090	74	35	2022	2022	NUM
fbem-30090	74	36	as	as	ADP
fbem-30090	74	37	the	the	DET
fbem-30090	74	38	research	research	NOUN
fbem-30090	74	39	sample	sample	NOUN
fbem-30090	74	40	,	,	PUNCT
fbem-30090	74	41	and	and	CCONJ
fbem-30090	74	42	retains	retain	VERB
fbem-30090	74	43	the	the	DET
fbem-30090	74	44	observation	observation	NOUN
fbem-30090	74	45	samples	sample	NOUN
fbem-30090	74	46	in	in	ADP
fbem-30090	74	47	which	which	PRON
fbem-30090	74	48	both	both	DET
fbem-30090	74	49	suppliers	supplier	NOUN
fbem-30090	74	50	and	and	CCONJ
fbem-30090	74	51	customers	customer	NOUN
fbem-30090	74	52	are	be	AUX
fbem-30090	74	53	listed	list	VERB
fbem-30090	74	54	companies	company	NOUN
fbem-30090	74	55	.	.	PUNCT
fbem-30090	75	1	after	after	ADP
fbem-30090	75	2	processing	processing	NOUN
fbem-30090	75	3	,	,	PUNCT
fbem-30090	75	4	2579	2579	NUM
fbem-30090	75	5	supplier	supplier	NOUN
fbem-30090	75	6	-	-	PUNCT
fbem-30090	75	7	customer	customer	NOUN
fbem-30090	75	8	year	year	NOUN
fbem-30090	75	9	observations	observation	NOUN
fbem-30090	75	10	are	be	AUX
fbem-30090	75	11	finally	finally	ADV
fbem-30090	75	12	obtained	obtain	VERB
fbem-30090	75	13	.	.	PUNCT
fbem-30090	76	1	3.2	3.2	NUM
fbem-30090	76	2	.	.	PUNCT
fbem-30090	77	1	variables	variable	NOUN
fbem-30090	77	2	and	and	CCONJ
fbem-30090	77	3	models	model	NOUN
fbem-30090	77	4	3.2.1	3.2.1	NUM
fbem-30090	77	5	.	.	PUNCT
fbem-30090	78	1	definition	definition	NOUN
fbem-30090	78	2	and	and	CCONJ
fbem-30090	78	3	measurement	measurement	NOUN
fbem-30090	78	4	of	of	ADP
fbem-30090	78	5	key	key	ADJ
fbem-30090	78	6	variables	variable	NOUN
fbem-30090	78	7	explained	explain	VERB
fbem-30090	78	8	variable	variable	ADJ
fbem-30090	78	9	:	:	PUNCT
fbem-30090	78	10	corporate	corporate	ADJ
fbem-30090	78	11	innovation	innovation	NOUN
fbem-30090	78	12	disclosure	disclosure	NOUN
fbem-30090	78	13	(	(	PUNCT
fbem-30090	78	14	inno_disc	inno_disc	NOUN
fbem-30090	78	15	)	)	PUNCT
fbem-30090	78	16	.	.	PUNCT
fbem-30090	79	1	in	in	ADP
fbem-30090	79	2	this	this	DET
fbem-30090	79	3	paper	paper	NOUN
fbem-30090	79	4	,	,	PUNCT
fbem-30090	79	5	we	we	PRON
fbem-30090	79	6	refer	refer	VERB
fbem-30090	79	7	to	to	ADP
fbem-30090	79	8	the	the	DET
fbem-30090	79	9	practice	practice	NOUN
fbem-30090	79	10	of	of	ADP
fbem-30090	79	11	zhou	zhou	PROPN
fbem-30090	79	12	et	et	PROPN
fbem-30090	79	13	161	161	NUM
fbem-30090	79	14	al	al	PROPN
fbem-30090	80	1	[	[	X
fbem-30090	80	2	4	4	NUM
fbem-30090	80	3	]	]	PUNCT
fbem-30090	80	4	,	,	PUNCT
fbem-30090	80	5	and	and	CCONJ
fbem-30090	80	6	adopt	adopt	VERB
fbem-30090	80	7	the	the	DET
fbem-30090	80	8	word	word	NOUN
fbem-30090	80	9	frequency	frequency	NOUN
fbem-30090	80	10	analysis	analysis	NOUN
fbem-30090	80	11	method	method	NOUN
fbem-30090	80	12	of	of	ADP
fbem-30090	80	13	seed	seed	NOUN
fbem-30090	80	14	word	word	NOUN
fbem-30090	80	15	set	set	VERB
fbem-30090	80	16	+	+	CCONJ
fbem-30090	80	17	word2vec	word2vec	X
fbem-30090	80	18	similar	similar	ADJ
fbem-30090	80	19	word	word	NOUN
fbem-30090	80	20	expansion	expansion	NOUN
fbem-30090	80	21	to	to	PART
fbem-30090	80	22	measure	measure	VERB
fbem-30090	80	23	the	the	DET
fbem-30090	80	24	level	level	NOUN
fbem-30090	80	25	of	of	ADP
fbem-30090	80	26	supplier	supplier	NOUN
fbem-30090	80	27	innovation	innovation	NOUN
fbem-30090	80	28	disclosure	disclosure	NOUN
fbem-30090	80	29	.	.	PUNCT
fbem-30090	81	1	the	the	DET
fbem-30090	81	2	word	word	NOUN
fbem-30090	81	3	frequency	frequency	NOUN
fbem-30090	81	4	of	of	ADP
fbem-30090	81	5	technological	technological	ADJ
fbem-30090	81	6	innovation	innovation	NOUN
fbem-30090	81	7	vocabulary	vocabulary	NOUN
fbem-30090	81	8	was	be	AUX
fbem-30090	81	9	obtained	obtain	VERB
fbem-30090	81	10	by	by	ADP
fbem-30090	81	11	summarizing	summarize	VERB
fbem-30090	81	12	the	the	DET
fbem-30090	81	13	natural	natural	ADJ
fbem-30090	81	14	language	language	NOUN
fbem-30090	81	15	processing	processing	NOUN
fbem-30090	81	16	and	and	CCONJ
fbem-30090	81	17	text	text	NOUN
fbem-30090	81	18	analysis	analysis	NOUN
fbem-30090	81	19	of	of	ADP
fbem-30090	81	20	the	the	DET
fbem-30090	81	21	wingo	wingo	NOUN
fbem-30090	81	22	financial	financial	ADJ
fbem-30090	81	23	text	text	NOUN
fbem-30090	81	24	data	datum	NOUN
fbem-30090	81	25	platform	platform	NOUN
fbem-30090	81	26	,	,	PUNCT
fbem-30090	81	27	and	and	CCONJ
fbem-30090	81	28	the	the	DET
fbem-30090	81	29	proportion	proportion	NOUN
fbem-30090	81	30	of	of	ADP
fbem-30090	81	31	the	the	DET
fbem-30090	81	32	calculated	calculated	ADJ
fbem-30090	81	33	keyword	keyword	NOUN
fbem-30090	81	34	word	word	NOUN
fbem-30090	81	35	frequency	frequency	NOUN
fbem-30090	81	36	in	in	ADP
fbem-30090	81	37	the	the	DET
fbem-30090	81	38	text	text	NOUN
fbem-30090	81	39	of	of	ADP
fbem-30090	81	40	the	the	DET
fbem-30090	81	41	enterprise	enterprise	NOUN
fbem-30090	81	42	's	's	PART
fbem-30090	81	43	annual	annual	ADJ
fbem-30090	81	44	report	report	NOUN
fbem-30090	81	45	was	be	AUX
fbem-30090	81	46	multiplied	multiply	VERB
fbem-30090	81	47	by	by	ADP
fbem-30090	81	48	1,000	1,000	NUM
fbem-30090	81	49	,	,	PUNCT
fbem-30090	81	50	and	and	CCONJ
fbem-30090	81	51	the	the	DET
fbem-30090	81	52	magnitude	magnitude	NOUN
fbem-30090	81	53	of	of	ADP
fbem-30090	81	54	the	the	DET
fbem-30090	81	55	value	value	NOUN
fbem-30090	81	56	reflected	reflect	VERB
fbem-30090	81	57	the	the	DET
fbem-30090	81	58	richness	richness	NOUN
fbem-30090	81	59	of	of	ADP
fbem-30090	81	60	the	the	DET
fbem-30090	81	61	enterprise	enterprise	NOUN
fbem-30090	81	62	's	's	PART
fbem-30090	81	63	disclosure	disclosure	NOUN
fbem-30090	81	64	of	of	ADP
fbem-30090	81	65	innovation	innovation	NOUN
fbem-30090	81	66	information	information	NOUN
fbem-30090	81	67	.	.	PUNCT
fbem-30090	82	1	explanatory	explanatory	ADJ
fbem-30090	82	2	variable	variable	NOUN
fbem-30090	82	3	:	:	PUNCT
fbem-30090	82	4	the	the	DET
fbem-30090	82	5	degree	degree	NOUN
fbem-30090	82	6	of	of	ADP
fbem-30090	82	7	digital	digital	ADJ
fbem-30090	82	8	transformation	transformation	NOUN
fbem-30090	82	9	of	of	ADP
fbem-30090	82	10	client	client	NOUN
fbem-30090	82	11	companies	company	NOUN
fbem-30090	82	12	(	(	PUNCT
fbem-30090	82	13	cus_digital	cus_digital	ADJ
fbem-30090	82	14	)	)	PUNCT
fbem-30090	82	15	.	.	PUNCT
fbem-30090	83	1	this	this	DET
fbem-30090	83	2	paper	paper	NOUN
fbem-30090	83	3	adopts	adopt	VERB
fbem-30090	83	4	the	the	DET
fbem-30090	83	5	digital	digital	ADJ
fbem-30090	83	6	transformation	transformation	NOUN
fbem-30090	83	7	data	datum	NOUN
fbem-30090	83	8	of	of	ADP
fbem-30090	83	9	listed	list	VERB
fbem-30090	83	10	companies	company	NOUN
fbem-30090	83	11	provided	provide	VERB
fbem-30090	83	12	by	by	ADP
fbem-30090	83	13	csmar	csmar	PROPN
fbem-30090	83	14	,	,	PUNCT
fbem-30090	83	15	which	which	PRON
fbem-30090	83	16	helps	help	VERB
fbem-30090	83	17	to	to	PART
fbem-30090	83	18	comprehensively	comprehensively	ADV
fbem-30090	83	19	measure	measure	VERB
fbem-30090	83	20	the	the	DET
fbem-30090	83	21	level	level	NOUN
fbem-30090	83	22	of	of	ADP
fbem-30090	83	23	digital	digital	ADJ
fbem-30090	83	24	transformation	transformation	NOUN
fbem-30090	83	25	of	of	ADP
fbem-30090	83	26	enterprises	enterprise	NOUN
fbem-30090	83	27	.	.	PUNCT
fbem-30090	84	1	3.2.2	3.2.2	X
fbem-30090	84	2	.	.	PUNCT
fbem-30090	84	3	research	research	NOUN
fbem-30090	84	4	model	model	NOUN
fbem-30090	84	5	in	in	ADP
fbem-30090	84	6	order	order	NOUN
fbem-30090	84	7	to	to	PART
fbem-30090	84	8	investigate	investigate	VERB
fbem-30090	84	9	the	the	DET
fbem-30090	84	10	impact	impact	NOUN
fbem-30090	84	11	of	of	ADP
fbem-30090	84	12	customers	customer	NOUN
fbem-30090	84	13	'	'	PART
fbem-30090	84	14	digital	digital	ADJ
fbem-30090	84	15	transformation	transformation	NOUN
fbem-30090	84	16	on	on	ADP
fbem-30090	84	17	suppliers	supplier	NOUN
fbem-30090	84	18	'	'	PART
fbem-30090	84	19	corporate	corporate	ADJ
fbem-30090	84	20	innovation	innovation	NOUN
fbem-30090	84	21	disclosure	disclosure	NOUN
fbem-30090	84	22	,	,	PUNCT
fbem-30090	84	23	the	the	DET
fbem-30090	84	24	article	article	NOUN
fbem-30090	84	25	constructs	construct	VERB
fbem-30090	84	26	the	the	DET
fbem-30090	84	27	following	follow	VERB
fbem-30090	84	28	model	model	NOUN
fbem-30090	84	29	:	:	PUNCT
fbem-30090	84	30	where	where	SCONJ
fbem-30090	84	31	inno_disc	inno_disc	PROPN
fbem-30090	84	32	is	be	AUX
fbem-30090	84	33	the	the	DET
fbem-30090	84	34	level	level	NOUN
fbem-30090	84	35	of	of	ADP
fbem-30090	84	36	innovation	innovation	NOUN
fbem-30090	84	37	disclosure	disclosure	NOUN
fbem-30090	84	38	of	of	ADP
fbem-30090	84	39	supplier	supplier	NOUN
fbem-30090	84	40	firms	firm	NOUN
fbem-30090	84	41	in	in	ADP
fbem-30090	84	42	the	the	DET
fbem-30090	84	43	ith	ith	PROPN
fbem-30090	84	44	supply	supply	NOUN
fbem-30090	84	45	chain	chain	NOUN
fbem-30090	84	46	at	at	ADP
fbem-30090	84	47	year	year	NOUN
fbem-30090	84	48	t	t	PROPN
fbem-30090	84	49	;	;	PUNCT
fbem-30090	84	50	cus_digital	cus_digital	ADJ
fbem-30090	84	51	is	be	AUX
fbem-30090	84	52	the	the	DET
fbem-30090	84	53	digital	digital	ADJ
fbem-30090	84	54	transformation	transformation	NOUN
fbem-30090	84	55	of	of	ADP
fbem-30090	84	56	customer	customer	NOUN
fbem-30090	84	57	firms	firm	NOUN
fbem-30090	84	58	at	at	ADP
fbem-30090	84	59	year	year	NOUN
fbem-30090	84	60	t-1	t-1	PROPN
fbem-30090	84	61	;	;	PUNCT
fbem-30090	84	62	controls	control	NOUN
fbem-30090	84	63	denotes	denote	VERB
fbem-30090	84	64	the	the	DET
fbem-30090	84	65	micro	micro	ADJ
fbem-30090	84	66	characteristics	characteristic	NOUN
fbem-30090	84	67	of	of	ADP
fbem-30090	84	68	supplier	supplier	NOUN
fbem-30090	84	69	firms	firm	NOUN
fbem-30090	84	70	;	;	PUNCT
fbem-30090	84	71	this	this	DET
fbem-30090	84	72	paper	paper	NOUN
fbem-30090	84	73	focuses	focus	VERB
fbem-30090	84	74	on	on	ADP
fbem-30090	84	75	the	the	DET
fbem-30090	84	76	coefficient	coefficient	NOUN
fbem-30090	84	77	β	β	PROPN
fbem-30090	84	78	of	of	ADP
fbem-30090	84	79	the	the	DET
fbem-30090	84	80	coefficient	coefficient	NOUN
fbem-30090	84	81	cus_digital	cus_digital	NOUN
fbem-30090	84	82	,	,	PUNCT
fbem-30090	84	83	and	and	CCONJ
fbem-30090	84	84	if	if	SCONJ
fbem-30090	84	85	β	β	NOUN
fbem-30090	84	86	is	be	AUX
fbem-30090	84	87	significantly	significantly	ADV
fbem-30090	84	88	positive	positive	ADJ
fbem-30090	84	89	,	,	PUNCT
fbem-30090	84	90	it	it	PRON
fbem-30090	84	91	suggests	suggest	VERB
fbem-30090	84	92	that	that	SCONJ
fbem-30090	84	93	the	the	DET
fbem-30090	84	94	customer	customer	NOUN
fbem-30090	84	95	's	's	PART
fbem-30090	84	96	digital	digital	ADJ
fbem-30090	84	97	transformation	transformation	NOUN
fbem-30090	84	98	can	can	AUX
fbem-30090	84	99	facilitate	facilitate	VERB
fbem-30090	84	100	the	the	DET
fbem-30090	84	101	supplier	supplier	NOUN
fbem-30090	84	102	firms	firm	NOUN
fbem-30090	84	103	'	'	PART
fbem-30090	84	104	innovation	innovation	NOUN
fbem-30090	84	105	disclosure	disclosure	NOUN
fbem-30090	84	106	,	,	PUNCT
fbem-30090	84	107	which	which	PRON
fbem-30090	84	108	in	in	ADP
fbem-30090	84	109	turn	turn	NOUN
fbem-30090	84	110	supports	support	VERB
fbem-30090	84	111	the	the	DET
fbem-30090	84	112	hypothesis	hypothesis	NOUN
fbem-30090	84	113	.	.	PUNCT
fbem-30090	85	1	4	4	X
fbem-30090	85	2	.	.	X
fbem-30090	85	3	empirical	empirical	ADJ
fbem-30090	85	4	results	result	NOUN
fbem-30090	85	5	table	table	NOUN
fbem-30090	85	6	1	1	NUM
fbem-30090	85	7	reports	report	VERB
fbem-30090	85	8	the	the	DET
fbem-30090	85	9	regression	regression	NOUN
fbem-30090	85	10	results	result	NOUN
fbem-30090	85	11	of	of	ADP
fbem-30090	85	12	the	the	DET
fbem-30090	85	13	effect	effect	NOUN
fbem-30090	85	14	of	of	ADP
fbem-30090	85	15	digital	digital	ADJ
fbem-30090	85	16	transformation	transformation	NOUN
fbem-30090	85	17	of	of	ADP
fbem-30090	85	18	customer	customer	NOUN
fbem-30090	85	19	firms	firm	NOUN
fbem-30090	85	20	on	on	ADP
fbem-30090	85	21	the	the	DET
fbem-30090	85	22	level	level	NOUN
fbem-30090	85	23	of	of	ADP
fbem-30090	85	24	innovation	innovation	NOUN
fbem-30090	85	25	disclosure	disclosure	NOUN
fbem-30090	85	26	of	of	ADP
fbem-30090	85	27	supplier	supplier	NOUN
fbem-30090	85	28	firms	firm	NOUN
fbem-30090	85	29	.	.	PUNCT
fbem-30090	86	1	specifically	specifically	ADV
fbem-30090	86	2	,	,	PUNCT
fbem-30090	86	3	column	column	NOUN
fbem-30090	86	4	(	(	PUNCT
fbem-30090	86	5	1	1	X
fbem-30090	86	6	)	)	PUNCT
fbem-30090	86	7	is	be	AUX
fbem-30090	86	8	regressed	regress	VERB
fbem-30090	86	9	using	use	VERB
fbem-30090	86	10	only	only	ADV
fbem-30090	86	11	the	the	DET
fbem-30090	86	12	digital	digital	ADJ
fbem-30090	86	13	transformation	transformation	NOUN
fbem-30090	86	14	of	of	ADP
fbem-30090	86	15	customer	customer	NOUN
fbem-30090	86	16	enterprises	enterprise	NOUN
fbem-30090	86	17	on	on	ADP
fbem-30090	86	18	supplier	supplier	NOUN
fbem-30090	86	19	enterprises	enterprise	NOUN
fbem-30090	86	20	'	'	PART
fbem-30090	86	21	innovation	innovation	NOUN
fbem-30090	86	22	information	information	NOUN
fbem-30090	86	23	disclosure	disclosure	NOUN
fbem-30090	86	24	,	,	PUNCT
fbem-30090	86	25	and	and	CCONJ
fbem-30090	86	26	the	the	DET
fbem-30090	86	27	results	result	NOUN
fbem-30090	86	28	show	show	VERB
fbem-30090	86	29	that	that	SCONJ
fbem-30090	86	30	the	the	DET
fbem-30090	86	31	regression	regression	NOUN
fbem-30090	86	32	coefficient	coefficient	NOUN
fbem-30090	86	33	is	be	AUX
fbem-30090	86	34	0.0794	0.0794	NUM
fbem-30090	86	35	and	and	CCONJ
fbem-30090	86	36	is	be	AUX
fbem-30090	86	37	significant	significant	ADJ
fbem-30090	86	38	at	at	ADP
fbem-30090	86	39	the	the	DET
fbem-30090	86	40	1	1	NUM
fbem-30090	86	41	%	%	NOUN
fbem-30090	86	42	level	level	NOUN
fbem-30090	86	43	,	,	PUNCT
fbem-30090	86	44	which	which	PRON
fbem-30090	86	45	indicates	indicate	VERB
fbem-30090	86	46	that	that	SCONJ
fbem-30090	86	47	the	the	PRON
fbem-30090	86	48	higher	high	ADJ
fbem-30090	86	49	the	the	DET
fbem-30090	86	50	degree	degree	NOUN
fbem-30090	86	51	of	of	ADP
fbem-30090	86	52	digital	digital	ADJ
fbem-30090	86	53	transformation	transformation	NOUN
fbem-30090	86	54	of	of	ADP
fbem-30090	86	55	the	the	DET
fbem-30090	86	56	customer	customer	NOUN
fbem-30090	86	57	enterprises	enterprise	NOUN
fbem-30090	86	58	,	,	PUNCT
fbem-30090	86	59	the	the	DET
fbem-30090	86	60	supplier	supplier	NOUN
fbem-30090	86	61	enterprises	enterprise	NOUN
fbem-30090	86	62	tend	tend	VERB
fbem-30090	86	63	to	to	PART
fbem-30090	86	64	externally	externally	ADV
fbem-30090	86	65	disclose	disclose	VERB
fbem-30090	86	66	more	more	ADJ
fbem-30090	86	67	innovation	innovation	NOUN
fbem-30090	86	68	information	information	NOUN
fbem-30090	86	69	.	.	PUNCT
fbem-30090	87	1	columns	column	NOUN
fbem-30090	87	2	(	(	PUNCT
fbem-30090	87	3	2)-(4	2)-(4	NUM
fbem-30090	87	4	)	)	PUNCT
fbem-30090	87	5	are	be	AUX
fbem-30090	87	6	regressed	regress	VERB
fbem-30090	87	7	based	base	VERB
fbem-30090	87	8	on	on	ADP
fbem-30090	87	9	column	column	NOUN
fbem-30090	87	10	(	(	PUNCT
fbem-30090	87	11	1	1	NUM
fbem-30090	87	12	)	)	PUNCT
fbem-30090	87	13	by	by	ADP
fbem-30090	87	14	adding	add	VERB
fbem-30090	87	15	enterprise	enterprise	NOUN
fbem-30090	87	16	-	-	PUNCT
fbem-30090	87	17	related	relate	VERB
fbem-30090	87	18	control	control	NOUN
fbem-30090	87	19	variables	variable	NOUN
fbem-30090	87	20	in	in	ADP
fbem-30090	87	21	turn	turn	NOUN
fbem-30090	87	22	,	,	PUNCT
fbem-30090	87	23	and	and	CCONJ
fbem-30090	87	24	the	the	DET
fbem-30090	87	25	customer	customer	NOUN
fbem-30090	87	26	enterprise	enterprise	NOUN
fbem-30090	87	27	digital	digital	ADJ
fbem-30090	87	28	transformation	transformation	NOUN
fbem-30090	87	29	index	index	NOUN
fbem-30090	87	30	(	(	PUNCT
fbem-30090	87	31	cus_digital	cus_digital	ADJ
fbem-30090	87	32	)	)	PUNCT
fbem-30090	87	33	is	be	AUX
fbem-30090	87	34	still	still	ADV
fbem-30090	87	35	significant	significant	ADJ
fbem-30090	87	36	.	.	PUNCT
fbem-30090	88	1	the	the	DET
fbem-30090	88	2	hypotheses	hypothesis	NOUN
fbem-30090	88	3	of	of	ADP
fbem-30090	88	4	the	the	DET
fbem-30090	88	5	article	article	NOUN
fbem-30090	88	6	are	be	AUX
fbem-30090	88	7	verified	verify	VERB
fbem-30090	88	8	,	,	PUNCT
fbem-30090	88	9	in	in	ADP
fbem-30090	88	10	which	which	PRON
fbem-30090	88	11	each	each	DET
fbem-30090	88	12	unit	unit	NOUN
fbem-30090	88	13	increase	increase	VERB
fbem-30090	88	14	in	in	ADP
fbem-30090	88	15	the	the	DET
fbem-30090	88	16	digital	digital	ADJ
fbem-30090	88	17	transformation	transformation	NOUN
fbem-30090	88	18	of	of	ADP
fbem-30090	88	19	customer	customer	NOUN
fbem-30090	88	20	firms	firm	NOUN
fbem-30090	88	21	increases	increase	VERB
fbem-30090	88	22	the	the	DET
fbem-30090	88	23	level	level	NOUN
fbem-30090	88	24	of	of	ADP
fbem-30090	88	25	innovation	innovation	NOUN
fbem-30090	88	26	disclosure	disclosure	NOUN
fbem-30090	88	27	of	of	ADP
fbem-30090	88	28	supplier	supplier	NOUN
fbem-30090	88	29	firms	firm	NOUN
fbem-30090	88	30	by	by	ADP
fbem-30090	88	31	0.0351	0.0351	NUM
fbem-30090	88	32	units	unit	NOUN
fbem-30090	88	33	.	.	PUNCT
fbem-30090	89	1	table	table	NOUN
fbem-30090	89	2	1	1	NUM
fbem-30090	89	3	.	.	PUNCT
fbem-30090	90	1	the	the	DET
fbem-30090	90	2	impact	impact	NOUN
fbem-30090	90	3	of	of	ADP
fbem-30090	90	4	customer	customer	NOUN
fbem-30090	90	5	digital	digital	ADJ
fbem-30090	90	6	transformation	transformation	NOUN
fbem-30090	90	7	on	on	ADP
fbem-30090	90	8	supplier	supplier	NOUN
fbem-30090	90	9	corporate	corporate	ADJ
fbem-30090	90	10	innovation	innovation	NOUN
fbem-30090	90	11	disclosure	disclosure	NOUN
fbem-30090	90	12	(	(	PUNCT
fbem-30090	90	13	1	1	NUM
fbem-30090	90	14	)	)	PUNCT
fbem-30090	90	15	(	(	PUNCT
fbem-30090	90	16	2	2	NUM
fbem-30090	90	17	)	)	PUNCT
fbem-30090	90	18	(	(	PUNCT
fbem-30090	90	19	3	3	X
fbem-30090	90	20	)	)	PUNCT
fbem-30090	90	21	(	(	PUNCT
fbem-30090	90	22	4	4	X
fbem-30090	90	23	)	)	PUNCT
fbem-30090	90	24	variables	variable	NOUN
fbem-30090	90	25	inno_disc	inno_disc	VERB
fbem-30090	90	26	inno_disc	inno_disc	NOUN
fbem-30090	90	27	inno_disc	inno_disc	X
fbem-30090	90	28	inno_disc	inno_disc	NOUN
fbem-30090	90	29	cus_digital	cus_digital	NOUN
fbem-30090	90	30	0.0794	0.0794	NUM
fbem-30090	90	31	*	*	PUNCT
fbem-30090	90	32	*	*	PUNCT
fbem-30090	90	33	*	*	PUNCT
fbem-30090	90	34	0.0722	0.0722	NUM
fbem-30090	90	35	*	*	PUNCT
fbem-30090	90	36	*	*	PUNCT
fbem-30090	90	37	*	*	PUNCT
fbem-30090	90	38	0.0698	0.0698	NUM
fbem-30090	90	39	*	*	PUNCT
fbem-30090	90	40	*	*	PUNCT
fbem-30090	90	41	*	*	PUNCT
fbem-30090	90	42	0.0351	0.0351	NUM
fbem-30090	90	43	*	*	PUNCT
fbem-30090	90	44	*	*	PUNCT
fbem-30090	90	45	*	*	PUNCT
fbem-30090	90	46	(	(	PUNCT
fbem-30090	90	47	10.2052	10.2052	NUM
fbem-30090	90	48	)	)	PUNCT
fbem-30090	90	49	(	(	PUNCT
fbem-30090	90	50	10.0770	10.0770	NUM
fbem-30090	90	51	)	)	PUNCT
fbem-30090	90	52	(	(	PUNCT
fbem-30090	90	53	9.6199	9.6199	NUM
fbem-30090	90	54	)	)	PUNCT
fbem-30090	90	55	(	(	PUNCT
fbem-30090	90	56	4.3315	4.3315	NUM
fbem-30090	90	57	)	)	PUNCT
fbem-30090	90	58	size	size	NOUN
fbem-30090	90	59	-0.5051	-0.5051	NOUN
fbem-30090	90	60	*	*	PUNCT
fbem-30090	90	61	*	*	PUNCT
fbem-30090	90	62	*	*	PUNCT
fbem-30090	90	63	-0.4161	-0.4161	ADJ
fbem-30090	90	64	*	*	PUNCT
fbem-30090	90	65	*	*	PUNCT
fbem-30090	90	66	*	*	PUNCT
fbem-30090	90	67	-0.1647	-0.1647	X
fbem-30090	90	68	*	*	PUNCT
fbem-30090	90	69	*	*	PUNCT
fbem-30090	90	70	(	(	PUNCT
fbem-30090	90	71	-8.4798	-8.4798	ADJ
fbem-30090	90	72	)	)	PUNCT
fbem-30090	90	73	(	(	PUNCT
fbem-30090	90	74	-5.6444	-5.6444	NOUN
fbem-30090	90	75	)	)	PUNCT
fbem-30090	90	76	(	(	PUNCT
fbem-30090	90	77	-2.3381	-2.3381	NOUN
fbem-30090	90	78	)	)	PUNCT
fbem-30090	90	79	lev	lev	NOUN
fbem-30090	90	80	-3.7379	-3.7379	NOUN
fbem-30090	90	81	*	*	PROPN
fbem-30090	90	82	*	*	PUNCT
fbem-30090	90	83	*	*	PUNCT
fbem-30090	90	84	-3.7446	-3.7446	NOUN
fbem-30090	90	85	*	*	PUNCT
fbem-30090	90	86	*	*	PUNCT
fbem-30090	90	87	*	*	PUNCT
fbem-30090	90	88	-3.5254	-3.5254	PUNCT
fbem-30090	90	89	*	*	PUNCT
fbem-30090	90	90	*	*	PUNCT
fbem-30090	90	91	*	*	PUNCT
fbem-30090	90	92	(	(	PUNCT
fbem-30090	90	93	-9.2433	-9.2433	INTJ
fbem-30090	90	94	)	)	PUNCT
fbem-30090	90	95	(	(	PUNCT
fbem-30090	90	96	-9.1274	-9.1274	NOUN
fbem-30090	90	97	)	)	PUNCT
fbem-30090	90	98	(	(	PUNCT
fbem-30090	90	99	-8.7075	-8.7075	NOUN
fbem-30090	90	100	)	)	PUNCT
fbem-30090	90	101	roa	roa	PROPN
fbem-30090	90	102	-2.9687	-2.9687	PROPN
fbem-30090	90	103	*	*	PROPN
fbem-30090	90	104	*	*	PUNCT
fbem-30090	90	105	*	*	PUNCT
fbem-30090	90	106	-2.9171	-2.9171	PUNCT
fbem-30090	91	1	*	*	PUNCT
fbem-30090	91	2	*	*	PUNCT
fbem-30090	91	3	*	*	PUNCT
fbem-30090	91	4	-3.2290	-3.2290	NOUN
fbem-30090	92	1	*	*	PUNCT
fbem-30090	93	1	*	*	PUNCT
fbem-30090	93	2	*	*	PUNCT
fbem-30090	93	3	(	(	PUNCT
fbem-30090	93	4	-4.9011	-4.9011	ADJ
fbem-30090	93	5	)	)	PUNCT
fbem-30090	93	6	(	(	PUNCT
fbem-30090	93	7	-4.6485	-4.6485	NOUN
fbem-30090	93	8	)	)	PUNCT
fbem-30090	93	9	(	(	PUNCT
fbem-30090	93	10	-4.9289	-4.9289	ADJ
fbem-30090	93	11	)	)	PUNCT
fbem-30090	93	12	age	age	NOUN
fbem-30090	93	13	-2.4776	-2.4776	NOUN
fbem-30090	93	14	*	*	PROPN
fbem-30090	93	15	*	*	PUNCT
fbem-30090	93	16	*	*	PUNCT
fbem-30090	93	17	-2.5149	-2.5149	X
fbem-30090	93	18	*	*	PUNCT
fbem-30090	93	19	*	*	PUNCT
fbem-30090	93	20	*	*	PUNCT
fbem-30090	93	21	-1.8989	-1.8989	PRON
fbem-30090	93	22	*	*	PUNCT
fbem-30090	93	23	*	*	PUNCT
fbem-30090	93	24	*	*	PUNCT
fbem-30090	93	25	(	(	PUNCT
fbem-30090	93	26	-10.2643	-10.2643	NOUN
fbem-30090	93	27	)	)	PUNCT
fbem-30090	93	28	(	(	PUNCT
fbem-30090	93	29	-10.2867	-10.2867	NUM
fbem-30090	93	30	)	)	PUNCT
fbem-30090	93	31	(	(	PUNCT
fbem-30090	93	32	-7.4294	-7.4294	NOUN
fbem-30090	93	33	)	)	PUNCT
fbem-30090	93	34	cashflow	cashflow	VERB
fbem-30090	93	35	1.2454	1.2454	NUM
fbem-30090	93	36	1.6413	1.6413	NUM
fbem-30090	93	37	2.7792	2.7792	NUM
fbem-30090	93	38	*	*	PUNCT
fbem-30090	93	39	*	*	PUNCT
fbem-30090	93	40	*	*	PUNCT
fbem-30090	93	41	(	(	PUNCT
fbem-30090	93	42	1.1401	1.1401	NUM
fbem-30090	93	43	)	)	PUNCT
fbem-30090	93	44	(	(	PUNCT
fbem-30090	93	45	1.5041	1.5041	NUM
fbem-30090	93	46	)	)	PUNCT
fbem-30090	93	47	(	(	PUNCT
fbem-30090	93	48	2.6779	2.6779	NUM
fbem-30090	93	49	)	)	PUNCT
fbem-30090	93	50	tobinq	tobinq	ADJ
fbem-30090	93	51	-0.0123	-0.0123	NOUN
fbem-30090	93	52	*	*	PUNCT
fbem-30090	93	53	*	*	PUNCT
fbem-30090	93	54	*	*	NOUN
fbem-30090	93	55	-0.0111	-0.0111	ADJ
fbem-30090	93	56	*	*	PUNCT
fbem-30090	93	57	*	*	PUNCT
fbem-30090	93	58	*	*	PUNCT
fbem-30090	93	59	-0.0104	-0.0104	X
fbem-30090	93	60	*	*	PUNCT
fbem-30090	93	61	*	*	PUNCT
fbem-30090	93	62	*	*	PUNCT
fbem-30090	93	63	(	(	PUNCT
fbem-30090	93	64	-5.2804	-5.2804	NOUN
fbem-30090	93	65	)	)	PUNCT
fbem-30090	93	66	(	(	PUNCT
fbem-30090	93	67	-5.2913	-5.2913	PROPN
fbem-30090	93	68	)	)	PUNCT
fbem-30090	93	69	(	(	PUNCT
fbem-30090	93	70	-6.6212	-6.6212	NOUN
fbem-30090	93	71	)	)	PUNCT
fbem-30090	93	72	board	board	NOUN
fbem-30090	93	73	0.2888	0.2888	NUM
fbem-30090	93	74	1.0361	1.0361	NUM
fbem-30090	93	75	*	*	SYM
fbem-30090	93	76	*	*	PUNCT
fbem-30090	93	77	(	(	PUNCT
fbem-30090	93	78	0.5674	0.5674	NUM
fbem-30090	93	79	)	)	PUNCT
fbem-30090	93	80	(	(	PUNCT
fbem-30090	93	81	2.0260	2.0260	NUM
fbem-30090	93	82	)	)	PUNCT
fbem-30090	93	83	indboard	indboard	NOUN
fbem-30090	93	84	0.0236	0.0236	NUM
fbem-30090	93	85	0.0318	0.0318	NUM
fbem-30090	93	86	*	*	PUNCT
fbem-30090	93	87	*	*	PUNCT
fbem-30090	93	88	(	(	PUNCT
fbem-30090	93	89	1.5426	1.5426	NUM
fbem-30090	93	90	)	)	PUNCT
fbem-30090	93	91	(	(	PUNCT
fbem-30090	93	92	2.0594	2.0594	NUM
fbem-30090	93	93	)	)	PUNCT
fbem-30090	93	94	top1	top1	PROPN
fbem-30090	93	95	-0.0021	-0.0021	NOUN
fbem-30090	94	1	0.0174	0.0174	PUNCT
fbem-30090	95	1	*	*	PUNCT
fbem-30090	96	1	*	*	PUNCT
fbem-30090	96	2	*	*	PUNCT
fbem-30090	96	3	(	(	PUNCT
fbem-30090	96	4	-0.3107	-0.3107	ADJ
fbem-30090	96	5	)	)	PUNCT
fbem-30090	96	6	(	(	PUNCT
fbem-30090	96	7	2.7773	2.7773	NUM
fbem-30090	96	8	)	)	PUNCT
fbem-30090	96	9	institution	institution	NOUN
fbem-30090	96	10	-0.0102	-0.0102	NOUN
fbem-30090	96	11	*	*	PUNCT
fbem-30090	96	12	*	*	PUNCT
fbem-30090	96	13	-0.0062	-0.0062	PUNCT
fbem-30090	96	14	(	(	PUNCT
fbem-30090	96	15	-2.2716	-2.2716	NOUN
fbem-30090	96	16	)	)	PUNCT
fbem-30090	96	17	(	(	PUNCT
fbem-30090	96	18	-1.4526	-1.4526	INTJ
fbem-30090	96	19	)	)	PUNCT
fbem-30090	97	1	_	_	PRON
fbem-30090	97	2	cons	con	NOUN
fbem-30090	97	3	5.5029	5.5029	NUM
fbem-30090	97	4	*	*	PUNCT
fbem-30090	97	5	*	*	PUNCT
fbem-30090	97	6	*	*	NOUN
fbem-30090	97	7	25.7553	25.7553	NUM
fbem-30090	97	8	*	*	PUNCT
fbem-30090	97	9	*	*	PUNCT
fbem-30090	97	10	*	*	X
fbem-30090	97	11	22.9588	22.9588	NUM
fbem-30090	97	12	*	*	PUNCT
fbem-30090	97	13	*	*	PUNCT
fbem-30090	97	14	*	*	PUNCT
fbem-30090	97	15	14.0915	14.0915	NUM
fbem-30090	97	16	*	*	PUNCT
fbem-30090	97	17	*	*	PUNCT
fbem-30090	97	18	*	*	PUNCT
fbem-30090	97	19	(	(	PUNCT
fbem-30090	97	20	18.5287	18.5287	NUM
fbem-30090	97	21	)	)	PUNCT
fbem-30090	97	22	(	(	PUNCT
fbem-30090	97	23	19.1742	19.1742	NUM
fbem-30090	97	24	)	)	PUNCT
fbem-30090	97	25	(	(	PUNCT
fbem-30090	97	26	12.2162	12.2162	NUM
fbem-30090	97	27	)	)	PUNCT
fbem-30090	97	28	(	(	PUNCT
fbem-30090	97	29	6.3120	6.3120	NUM
fbem-30090	97	30	)	)	PUNCT
fbem-30090	97	31	industry	industry	NOUN
fbem-30090	97	32	/	/	SYM
fbem-30090	97	33	year	year	NOUN
fbem-30090	98	1	no	no	INTJ
fbem-30090	98	2	no	no	INTJ
fbem-30090	99	1	no	no	INTJ
fbem-30090	99	2	yes	yes	INTJ
fbem-30090	99	3	n	n	CCONJ
fbem-30090	99	4	2579	2579	NUM
fbem-30090	100	1	2579	2579	NUM
fbem-30090	100	2	2579	2579	NUM
fbem-30090	100	3	2579	2579	NUM
fbem-30090	100	4	adj	adj	PROPN
fbem-30090	100	5	.	.	PROPN
fbem-30090	100	6	r2	r2	PROPN
fbem-30090	100	7	0.0410	0.0410	NUM
fbem-30090	100	8	0.1901	0.1901	NUM
fbem-30090	100	9	0.1927	0.1927	NUM
fbem-30090	100	10	0.3250	0.3250	NUM
fbem-30090	100	11	to	to	PART
fbem-30090	100	12	eliminate	eliminate	VERB
fbem-30090	100	13	other	other	ADJ
fbem-30090	100	14	omitted	omit	VERB
fbem-30090	100	15	variables	variable	NOUN
fbem-30090	100	16	and	and	CCONJ
fbem-30090	100	17	factors	factor	NOUN
fbem-30090	100	18	that	that	PRON
fbem-30090	100	19	create	create	VERB
fbem-30090	100	20	endogeneity	endogeneity	NOUN
fbem-30090	100	21	between	between	ADP
fbem-30090	100	22	the	the	DET
fbem-30090	100	23	core	core	NOUN
fbem-30090	100	24	variables	variable	NOUN
fbem-30090	100	25	,	,	PUNCT
fbem-30090	100	26	for	for	ADP
fbem-30090	100	27	example	example	NOUN
fbem-30090	100	28	,	,	PUNCT
fbem-30090	100	29	market	market	NOUN
fbem-30090	100	30	structural	structural	ADJ
fbem-30090	100	31	pressures	pressure	NOUN
fbem-30090	100	32	can	can	AUX
fbem-30090	100	33	have	have	VERB
fbem-30090	100	34	a	a	DET
fbem-30090	100	35	simultaneous	simultaneous	ADJ
fbem-30090	100	36	effect	effect	NOUN
fbem-30090	100	37	on	on	ADP
fbem-30090	100	38	the	the	DET
fbem-30090	100	39	digital	digital	ADJ
fbem-30090	100	40	transformation	transformation	NOUN
fbem-30090	100	41	of	of	ADP
fbem-30090	100	42	customer	customer	NOUN
fbem-30090	100	43	firms	firm	NOUN
fbem-30090	100	44	and	and	CCONJ
fbem-30090	100	45	the	the	DET
fbem-30090	100	46	disclosure	disclosure	NOUN
fbem-30090	100	47	of	of	ADP
fbem-30090	100	48	supplier	supplier	NOUN
fbem-30090	100	49	firms	firm	NOUN
fbem-30090	100	50	'	'	PART
fbem-30090	100	51	innovations	innovation	NOUN
fbem-30090	100	52	,	,	PUNCT
fbem-30090	100	53	which	which	PRON
fbem-30090	100	54	can	can	AUX
fbem-30090	100	55	bias	bias	VERB
fbem-30090	100	56	the	the	DET
fbem-30090	100	57	estimation	estimation	NOUN
fbem-30090	100	58	of	of	ADP
fbem-30090	100	59	causality	causality	NOUN
fbem-30090	100	60	.	.	PUNCT
fbem-30090	101	1	therefore	therefore	ADV
fbem-30090	101	2	the	the	DET
fbem-30090	101	3	article	article	NOUN
fbem-30090	101	4	eliminates	eliminate	VERB
fbem-30090	101	5	the	the	DET
fbem-30090	101	6	endogeneity	endogeneity	NOUN
fbem-30090	101	7	162	162	NUM
fbem-30090	101	8	effect	effect	NOUN
fbem-30090	101	9	through	through	ADP
fbem-30090	101	10	instrumental	instrumental	ADJ
fbem-30090	101	11	variables	variable	NOUN
fbem-30090	101	12	.	.	PUNCT
fbem-30090	102	1	the	the	DET
fbem-30090	102	2	first	first	ADJ
fbem-30090	102	3	one	one	NUM
fbem-30090	102	4	is	be	AUX
fbem-30090	102	5	to	to	PART
fbem-30090	102	6	borrow	borrow	VERB
fbem-30090	102	7	the	the	DET
fbem-30090	102	8	research	research	NOUN
fbem-30090	102	9	treatment	treatment	NOUN
fbem-30090	102	10	of	of	ADP
fbem-30090	102	11	lewbel	lewbel	NOUN
fbem-30090	102	12	[	[	X
fbem-30090	102	13	22	22	NUM
fbem-30090	102	14	]	]	PUNCT
fbem-30090	102	15	and	and	CCONJ
fbem-30090	102	16	use	use	VERB
fbem-30090	102	17	the	the	DET
fbem-30090	102	18	third	third	ADJ
fbem-30090	102	19	power	power	NOUN
fbem-30090	102	20	of	of	ADP
fbem-30090	102	21	the	the	DET
fbem-30090	102	22	difference	difference	NOUN
fbem-30090	102	23	between	between	ADP
fbem-30090	102	24	the	the	DET
fbem-30090	102	25	difference	difference	NOUN
fbem-30090	102	26	between	between	ADP
fbem-30090	102	27	the	the	DET
fbem-30090	102	28	customer	customer	NOUN
fbem-30090	102	29	digital	digital	ADJ
fbem-30090	102	30	transformation	transformation	NOUN
fbem-30090	102	31	index	index	NOUN
fbem-30090	102	32	and	and	CCONJ
fbem-30090	102	33	the	the	DET
fbem-30090	102	34	mean	mean	ADJ
fbem-30090	102	35	value	value	NOUN
fbem-30090	102	36	of	of	ADP
fbem-30090	102	37	the	the	DET
fbem-30090	102	38	digital	digital	ADJ
fbem-30090	102	39	transformation	transformation	NOUN
fbem-30090	102	40	index	index	NOUN
fbem-30090	102	41	by	by	ADP
fbem-30090	102	42	industry	industry	NOUN
fbem-30090	102	43	secondary	secondary	ADJ
fbem-30090	102	44	code	code	NOUN
fbem-30090	102	45	and	and	CCONJ
fbem-30090	102	46	province	province	NOUN
fbem-30090	102	47	as	as	ADP
fbem-30090	102	48	an	an	DET
fbem-30090	102	49	instrumental	instrumental	ADJ
fbem-30090	102	50	variable	variable	NOUN
fbem-30090	102	51	(	(	PUNCT
fbem-30090	102	52	lewbel	lewbel	NOUN
fbem-30090	102	53	iv	iv	NUM
fbem-30090	102	54	)	)	PUNCT
fbem-30090	102	55	;	;	PUNCT
fbem-30090	102	56	and	and	CCONJ
fbem-30090	102	57	the	the	DET
fbem-30090	102	58	second	second	ADJ
fbem-30090	102	59	one	one	NOUN
fbem-30090	102	60	is	be	AUX
fbem-30090	102	61	to	to	PART
fbem-30090	102	62	use	use	VERB
fbem-30090	102	63	the	the	DET
fbem-30090	102	64	mean	mean	ADJ
fbem-30090	102	65	value	value	NOUN
fbem-30090	102	66	of	of	ADP
fbem-30090	102	67	the	the	DET
fbem-30090	102	68	same	same	ADJ
fbem-30090	102	69	province	province	NOUN
fbem-30090	102	70	and	and	CCONJ
fbem-30090	102	71	the	the	DET
fbem-30090	102	72	same	same	ADJ
fbem-30090	102	73	industry	industry	NOUN
fbem-30090	102	74	in	in	ADP
fbem-30090	102	75	the	the	DET
fbem-30090	102	76	same	same	ADJ
fbem-30090	102	77	year	year	NOUN
fbem-30090	102	78	,	,	PUNCT
fbem-30090	102	79	except	except	SCONJ
fbem-30090	102	80	for	for	ADP
fbem-30090	102	81	the	the	DET
fbem-30090	102	82	customer	customer	NOUN
fbem-30090	102	83	firms	firm	NOUN
fbem-30090	102	84	,	,	PUNCT
fbem-30090	102	85	as	as	ADP
fbem-30090	102	86	an	an	DET
fbem-30090	102	87	instrumental	instrumental	ADJ
fbem-30090	102	88	variable	variable	NOUN
fbem-30090	102	89	(	(	PUNCT
fbem-30090	102	90	digital_iv	digital_iv	NOUN
fbem-30090	102	91	)	)	PUNCT
fbem-30090	102	92	.	.	PUNCT
fbem-30090	103	1	firstly	firstly	ADV
fbem-30090	103	2	,	,	PUNCT
fbem-30090	103	3	the	the	DET
fbem-30090	103	4	positive	positive	ADJ
fbem-30090	103	5	correlation	correlation	NOUN
fbem-30090	103	6	test	test	NOUN
fbem-30090	103	7	of	of	ADP
fbem-30090	103	8	instrumental	instrumental	ADJ
fbem-30090	103	9	variables	variable	NOUN
fbem-30090	103	10	on	on	ADP
fbem-30090	103	11	explanatory	explanatory	ADJ
fbem-30090	103	12	variables	variable	NOUN
fbem-30090	103	13	,	,	PUNCT
fbem-30090	103	14	the	the	DET
fbem-30090	103	15	results	result	NOUN
fbem-30090	103	16	are	be	AUX
fbem-30090	103	17	shown	show	VERB
fbem-30090	103	18	in	in	ADP
fbem-30090	103	19	column	column	NOUN
fbem-30090	103	20	(	(	PUNCT
fbem-30090	103	21	1	1	NUM
fbem-30090	103	22	)	)	PUNCT
fbem-30090	103	23	and	and	CCONJ
fbem-30090	103	24	column	column	NOUN
fbem-30090	103	25	(	(	PUNCT
fbem-30090	103	26	2	2	NUM
fbem-30090	103	27	)	)	PUNCT
fbem-30090	103	28	of	of	ADP
fbem-30090	103	29	table	table	NOUN
fbem-30090	103	30	2	2	NUM
fbem-30090	103	31	,	,	PUNCT
fbem-30090	103	32	the	the	DET
fbem-30090	103	33	regression	regression	NOUN
fbem-30090	103	34	coefficients	coefficient	NOUN
fbem-30090	103	35	are	be	AUX
fbem-30090	103	36	significantly	significantly	ADV
fbem-30090	103	37	positive	positive	ADJ
fbem-30090	103	38	,	,	PUNCT
fbem-30090	103	39	0.0048	0.0048	NUM
fbem-30090	103	40	and	and	CCONJ
fbem-30090	103	41	0.8767	0.8767	NUM
fbem-30090	103	42	,	,	PUNCT
fbem-30090	103	43	respectively	respectively	ADV
fbem-30090	103	44	,	,	PUNCT
fbem-30090	103	45	and	and	CCONJ
fbem-30090	103	46	the	the	DET
fbem-30090	103	47	f	f	PROPN
fbem-30090	103	48	-	-	PUNCT
fbem-30090	103	49	statistics	statistic	NOUN
fbem-30090	103	50	are	be	AUX
fbem-30090	103	51	greater	great	ADJ
fbem-30090	103	52	than	than	ADP
fbem-30090	103	53	10	10	NUM
fbem-30090	103	54	,	,	PUNCT
fbem-30090	103	55	which	which	PRON
fbem-30090	103	56	excludes	exclude	VERB
fbem-30090	103	57	the	the	DET
fbem-30090	103	58	possibility	possibility	NOUN
fbem-30090	103	59	of	of	ADP
fbem-30090	103	60	weak	weak	ADJ
fbem-30090	103	61	instrumental	instrumental	ADJ
fbem-30090	103	62	variables	variable	NOUN
fbem-30090	103	63	.	.	PUNCT
fbem-30090	104	1	second	second	ADJ
fbem-30090	104	2	,	,	PUNCT
fbem-30090	104	3	the	the	DET
fbem-30090	104	4	results	result	NOUN
fbem-30090	104	5	of	of	ADP
fbem-30090	104	6	the	the	DET
fbem-30090	104	7	exclusion	exclusion	NOUN
fbem-30090	104	8	constraint	constraint	NOUN
fbem-30090	104	9	test	test	NOUN
fbem-30090	104	10	of	of	ADP
fbem-30090	104	11	instrumental	instrumental	ADJ
fbem-30090	104	12	variables	variable	NOUN
fbem-30090	104	13	as	as	SCONJ
fbem-30090	104	14	shown	show	VERB
fbem-30090	104	15	in	in	ADP
fbem-30090	104	16	table	table	NOUN
fbem-30090	104	17	2	2	NUM
fbem-30090	104	18	columns	column	NOUN
fbem-30090	104	19	(	(	PUNCT
fbem-30090	104	20	3	3	NUM
fbem-30090	104	21	)	)	PUNCT
fbem-30090	104	22	and	and	CCONJ
fbem-30090	104	23	(	(	PUNCT
fbem-30090	104	24	4	4	X
fbem-30090	104	25	)	)	PUNCT
fbem-30090	104	26	show	show	VERB
fbem-30090	104	27	that	that	SCONJ
fbem-30090	104	28	the	the	DET
fbem-30090	104	29	instrumental	instrumental	ADJ
fbem-30090	104	30	variables	variable	NOUN
fbem-30090	104	31	are	be	AUX
fbem-30090	104	32	not	not	PART
fbem-30090	104	33	significant	significant	ADJ
fbem-30090	104	34	for	for	ADP
fbem-30090	104	35	the	the	DET
fbem-30090	104	36	level	level	NOUN
fbem-30090	104	37	of	of	ADP
fbem-30090	104	38	disclosure	disclosure	NOUN
fbem-30090	104	39	of	of	ADP
fbem-30090	104	40	innovation	innovation	NOUN
fbem-30090	104	41	information	information	NOUN
fbem-30090	104	42	of	of	ADP
fbem-30090	104	43	suppliers	supplier	NOUN
fbem-30090	104	44	'	'	PART
fbem-30090	104	45	firms	firm	NOUN
fbem-30090	104	46	of	of	ADP
fbem-30090	104	47	the	the	DET
fbem-30090	104	48	explanatory	explanatory	ADJ
fbem-30090	104	49	variables	variable	NOUN
fbem-30090	104	50	,	,	PUNCT
fbem-30090	104	51	which	which	PRON
fbem-30090	104	52	is	be	AUX
fbem-30090	104	53	in	in	ADP
fbem-30090	104	54	line	line	NOUN
fbem-30090	104	55	with	with	ADP
fbem-30090	104	56	the	the	DET
fbem-30090	104	57	exclusion	exclusion	NOUN
fbem-30090	104	58	requirement	requirement	NOUN
fbem-30090	104	59	.	.	PUNCT
fbem-30090	105	1	finally	finally	ADV
fbem-30090	105	2	,	,	PUNCT
fbem-30090	105	3	the	the	DET
fbem-30090	105	4	coefficients	coefficient	NOUN
fbem-30090	105	5	of	of	ADP
fbem-30090	105	6	customer	customer	NOUN
fbem-30090	105	7	digital	digital	ADJ
fbem-30090	105	8	transformation	transformation	NOUN
fbem-30090	105	9	as	as	SCONJ
fbem-30090	105	10	shown	show	VERB
fbem-30090	105	11	in	in	ADP
fbem-30090	105	12	the	the	DET
fbem-30090	105	13	results	result	NOUN
fbem-30090	105	14	of	of	ADP
fbem-30090	105	15	column	column	NOUN
fbem-30090	105	16	(	(	PUNCT
fbem-30090	105	17	5	5	NUM
fbem-30090	105	18	)	)	PUNCT
fbem-30090	105	19	and	and	CCONJ
fbem-30090	105	20	column	column	NOUN
fbem-30090	105	21	(	(	PUNCT
fbem-30090	105	22	6	6	NUM
fbem-30090	105	23	)	)	PUNCT
fbem-30090	105	24	are	be	AUX
fbem-30090	105	25	0.0342	0.0342	NUM
fbem-30090	105	26	and	and	CCONJ
fbem-30090	105	27	0.0458	0.0458	NUM
fbem-30090	105	28	,	,	PUNCT
fbem-30090	105	29	respectively	respectively	ADV
fbem-30090	105	30	,	,	PUNCT
fbem-30090	105	31	which	which	PRON
fbem-30090	105	32	are	be	AUX
fbem-30090	105	33	both	both	PRON
fbem-30090	105	34	significantly	significantly	ADV
fbem-30090	105	35	positive	positive	ADJ
fbem-30090	105	36	at	at	ADP
fbem-30090	105	37	the	the	DET
fbem-30090	105	38	1	1	NUM
fbem-30090	105	39	%	%	NOUN
fbem-30090	105	40	level	level	NOUN
fbem-30090	105	41	,	,	PUNCT
fbem-30090	105	42	which	which	PRON
fbem-30090	105	43	is	be	AUX
fbem-30090	105	44	more	more	ADJ
fbem-30090	105	45	in	in	ADP
fbem-30090	105	46	line	line	NOUN
fbem-30090	105	47	with	with	ADP
fbem-30090	105	48	the	the	DET
fbem-30090	105	49	results	result	NOUN
fbem-30090	105	50	of	of	ADP
fbem-30090	105	51	the	the	DET
fbem-30090	105	52	benchmark	benchmark	NOUN
fbem-30090	105	53	regression	regression	NOUN
fbem-30090	105	54	,	,	PUNCT
fbem-30090	105	55	suggesting	suggest	VERB
fbem-30090	105	56	that	that	SCONJ
fbem-30090	105	57	the	the	DET
fbem-30090	105	58	results	result	NOUN
fbem-30090	105	59	of	of	ADP
fbem-30090	105	60	the	the	DET
fbem-30090	105	61	positive	positive	ADJ
fbem-30090	105	62	facilitation	facilitation	NOUN
fbem-30090	105	63	of	of	ADP
fbem-30090	105	64	the	the	DET
fbem-30090	105	65	digital	digital	ADJ
fbem-30090	105	66	transformation	transformation	NOUN
fbem-30090	105	67	of	of	ADP
fbem-30090	105	68	the	the	DET
fbem-30090	105	69	customer	customer	NOUN
fbem-30090	105	70	firms	firm	NOUN
fbem-30090	105	71	on	on	ADP
fbem-30090	105	72	the	the	DET
fbem-30090	105	73	level	level	NOUN
fbem-30090	105	74	of	of	ADP
fbem-30090	105	75	supplier	supplier	NOUN
fbem-30090	105	76	firms	firm	NOUN
fbem-30090	105	77	'	'	PART
fbem-30090	105	78	disclosure	disclosure	NOUN
fbem-30090	105	79	of	of	ADP
fbem-30090	105	80	innovation	innovation	NOUN
fbem-30090	105	81	information	information	NOUN
fbem-30090	105	82	are	be	AUX
fbem-30090	105	83	robust	robust	ADJ
fbem-30090	105	84	.	.	PUNCT
fbem-30090	106	1	table	table	NOUN
fbem-30090	106	2	2	2	NUM
fbem-30090	106	3	.	.	X
fbem-30090	107	1	instrumental	instrumental	ADJ
fbem-30090	107	2	variable	variable	ADJ
fbem-30090	107	3	test	test	NOUN
fbem-30090	107	4	results	result	NOUN
fbem-30090	107	5	(	(	PUNCT
fbem-30090	107	6	1	1	NUM
fbem-30090	107	7	)	)	PUNCT
fbem-30090	107	8	(	(	PUNCT
fbem-30090	107	9	2	2	NUM
fbem-30090	107	10	)	)	PUNCT
fbem-30090	107	11	(	(	PUNCT
fbem-30090	107	12	3	3	X
fbem-30090	107	13	)	)	PUNCT
fbem-30090	107	14	(	(	PUNCT
fbem-30090	107	15	4	4	NUM
fbem-30090	107	16	)	)	PUNCT
fbem-30090	107	17	(	(	PUNCT
fbem-30090	107	18	5	5	NUM
fbem-30090	107	19	)	)	PUNCT
fbem-30090	107	20	(	(	PUNCT
fbem-30090	107	21	6	6	X
fbem-30090	107	22	)	)	PUNCT
fbem-30090	107	23	variables	variable	NOUN
fbem-30090	107	24	cus_digital	cus_digital	ADJ
fbem-30090	107	25	cus_digital	cus_digital	ADJ
fbem-30090	107	26	inno_disc	inno_disc	NOUN
fbem-30090	107	27	inno_disc	inno_disc	NOUN
fbem-30090	107	28	inno_disc	inno_disc	VERB
fbem-30090	107	29	inno_disc	inno_disc	NOUN
fbem-30090	107	30	lewbel	lewbel	NOUN
fbem-30090	107	31	iv	iv	NUM
fbem-30090	107	32	0.0048	0.0048	NUM
fbem-30090	107	33	*	*	NOUN
fbem-30090	107	34	*	*	PUNCT
fbem-30090	107	35	*	*	PUNCT
fbem-30090	108	1	-0.000	-0.000	PUNCT
fbem-30090	108	2	(	(	PUNCT
fbem-30090	108	3	46.0	46.0	NUM
fbem-30090	108	4	)	)	PUNCT
fbem-30090	108	5	(	(	PUNCT
fbem-30090	108	6	-0.11	-0.11	X
fbem-30090	108	7	)	)	PUNCT
fbem-30090	108	8	digital_iv	digital_iv	NOUN
fbem-30090	108	9	0.8767	0.8767	NUM
fbem-30090	108	10	*	*	PUNCT
fbem-30090	108	11	*	*	PUNCT
fbem-30090	108	12	*	*	X
fbem-30090	108	13	0.0133	0.0133	NUM
fbem-30090	108	14	(	(	PUNCT
fbem-30090	108	15	24.7	24.7	NUM
fbem-30090	108	16	)	)	PUNCT
fbem-30090	108	17	(	(	PUNCT
fbem-30090	108	18	0.85	0.85	NUM
fbem-30090	108	19	)	)	PUNCT
fbem-30090	108	20	cus_digital	cus_digital	NOUN
fbem-30090	108	21	0.0360	0.0360	NUM
fbem-30090	108	22	*	*	PUNCT
fbem-30090	108	23	*	*	PUNCT
fbem-30090	108	24	*	*	NOUN
fbem-30090	109	1	0.0305	0.0305	NUM
fbem-30090	109	2	*	*	PUNCT
fbem-30090	109	3	*	*	PUNCT
fbem-30090	109	4	*	*	PUNCT
fbem-30090	109	5	0.0342	0.0342	NUM
fbem-30090	109	6	*	*	PUNCT
fbem-30090	109	7	*	*	PUNCT
fbem-30090	109	8	*	*	PUNCT
fbem-30090	109	9	0.0458	0.0458	NUM
fbem-30090	109	10	*	*	PUNCT
fbem-30090	109	11	*	*	PUNCT
fbem-30090	109	12	*	*	PUNCT
fbem-30090	109	13	(	(	PUNCT
fbem-30090	109	14	3.17	3.17	NUM
fbem-30090	109	15	)	)	PUNCT
fbem-30090	109	16	(	(	PUNCT
fbem-30090	109	17	3.11	3.11	NUM
fbem-30090	109	18	)	)	PUNCT
fbem-30090	109	19	(	(	PUNCT
fbem-30090	109	20	3.04	3.04	NUM
fbem-30090	109	21	)	)	PUNCT
fbem-30090	109	22	(	(	PUNCT
fbem-30090	109	23	2.90	2.90	NUM
fbem-30090	109	24	)	)	PUNCT
fbem-30090	110	1	_	_	PRON
fbem-30090	110	2	cons	con	NOUN
fbem-30090	110	3	36.1375	36.1375	NUM
fbem-30090	110	4	*	*	PUNCT
fbem-30090	110	5	*	*	PUNCT
fbem-30090	110	6	*	*	PUNCT
fbem-30090	110	7	8.0728	8.0728	NUM
fbem-30090	110	8	14.0616	14.0616	NUM
fbem-30090	110	9	*	*	PUNCT
fbem-30090	110	10	*	*	PUNCT
fbem-30090	110	11	*	*	PUNCT
fbem-30090	110	12	13.9357	13.9357	NUM
fbem-30090	110	13	*	*	PUNCT
fbem-30090	110	14	*	*	PUNCT
fbem-30090	110	15	*	*	NOUN
fbem-30090	110	16	14.1256	14.1256	NUM
fbem-30090	110	17	*	*	PUNCT
fbem-30090	110	18	*	*	PUNCT
fbem-30090	110	19	*	*	X
fbem-30090	110	20	13.8128	13.8128	NUM
fbem-30090	110	21	*	*	PUNCT
fbem-30090	110	22	*	*	PUNCT
fbem-30090	110	23	*	*	PUNCT
fbem-30090	110	24	(	(	PUNCT
fbem-30090	110	25	7.87	7.87	NUM
fbem-30090	110	26	)	)	PUNCT
fbem-30090	110	27	(	(	PUNCT
fbem-30090	110	28	1.46	1.46	NUM
fbem-30090	110	29	)	)	PUNCT
fbem-30090	110	30	(	(	PUNCT
fbem-30090	110	31	6.24	6.24	NUM
fbem-30090	110	32	)	)	PUNCT
fbem-30090	110	33	(	(	PUNCT
fbem-30090	110	34	5.86	5.86	NUM
fbem-30090	110	35	)	)	PUNCT
fbem-30090	110	36	(	(	PUNCT
fbem-30090	110	37	6.32	6.32	NUM
fbem-30090	110	38	)	)	PUNCT
fbem-30090	110	39	(	(	PUNCT
fbem-30090	110	40	5.79	5.79	NUM
fbem-30090	110	41	)	)	PUNCT
fbem-30090	110	42	ctrs	ctr	NOUN
fbem-30090	111	1	yes	yes	INTJ
fbem-30090	112	1	yes	yes	INTJ
fbem-30090	113	1	yes	yes	INTJ
fbem-30090	114	1	yes	yes	INTJ
fbem-30090	115	1	yes	yes	INTJ
fbem-30090	116	1	yes	yes	INTJ
fbem-30090	116	2	n	n	CCONJ
fbem-30090	117	1	2579	2579	NUM
fbem-30090	117	2	2215	2215	NUM
fbem-30090	117	3	2579	2579	NUM
fbem-30090	117	4	2215	2215	NUM
fbem-30090	117	5	2579	2579	NUM
fbem-30090	117	6	2215	2215	NUM
fbem-30090	117	7	adj	adj	NOUN
fbem-30090	117	8	.	.	PROPN
fbem-30090	117	9	r2	r2	PROPN
fbem-30090	117	10	0.6073	0.6073	NUM
fbem-30090	117	11	0.4826	0.4826	NUM
fbem-30090	117	12	0.3248	0.3248	NUM
fbem-30090	117	13	0.3414	0.3414	NUM
fbem-30090	117	14	0.3250	0.3250	NUM
fbem-30090	117	15	0.3409	0.3409	NUM
fbem-30090	117	16	table	table	NOUN
fbem-30090	117	17	3	3	NUM
fbem-30090	117	18	.	.	PUNCT
fbem-30090	117	19	mechanism	mechanism	NOUN
fbem-30090	117	20	of	of	ADP
fbem-30090	117	21	action	action	NOUN
fbem-30090	117	22	tests	test	NOUN
fbem-30090	117	23	(	(	PUNCT
fbem-30090	117	24	1	1	NUM
fbem-30090	117	25	)	)	PUNCT
fbem-30090	117	26	(	(	PUNCT
fbem-30090	117	27	2	2	NUM
fbem-30090	117	28	)	)	PUNCT
fbem-30090	117	29	(	(	PUNCT
fbem-30090	117	30	3	3	X
fbem-30090	117	31	)	)	PUNCT
fbem-30090	117	32	(	(	PUNCT
fbem-30090	117	33	4	4	X
fbem-30090	117	34	)	)	PUNCT
fbem-30090	117	35	variable	variable	ADJ
fbem-30090	117	36	cus_inno_disc	cus_inno_disc	NOUN
fbem-30090	117	37	inno_disc	inno_disc	VERB
fbem-30090	117	38	digital	digital	PROPN
fbem-30090	117	39	inno_disc	inno_disc	PROPN
fbem-30090	117	40	cus_digital	cus_digital	NOUN
fbem-30090	117	41	0.099	0.099	NUM
fbem-30090	117	42	*	*	PUNCT
fbem-30090	117	43	*	*	PUNCT
fbem-30090	117	44	*	*	PUNCT
fbem-30090	117	45	0.029	0.029	NUM
fbem-30090	117	46	*	*	PUNCT
fbem-30090	117	47	*	*	PUNCT
fbem-30090	117	48	*	*	PUNCT
fbem-30090	117	49	0.168	0.168	NUM
fbem-30090	117	50	*	*	PUNCT
fbem-30090	117	51	*	*	PUNCT
fbem-30090	117	52	*	*	PUNCT
fbem-30090	117	53	0.0177	0.0177	NUM
fbem-30090	117	54	*	*	PUNCT
fbem-30090	117	55	*	*	PUNCT
fbem-30090	117	56	(	(	PUNCT
fbem-30090	117	57	11.8320	11.8320	NUM
fbem-30090	117	58	)	)	PUNCT
fbem-30090	117	59	(	(	PUNCT
fbem-30090	117	60	3.5739	3.5739	NUM
fbem-30090	117	61	)	)	PUNCT
fbem-30090	117	62	(	(	PUNCT
fbem-30090	117	63	9.9095	9.9095	NUM
fbem-30090	117	64	)	)	PUNCT
fbem-30090	117	65	(	(	PUNCT
fbem-30090	117	66	2.2345	2.2345	NUM
fbem-30090	117	67	)	)	PUNCT
fbem-30090	117	68	cus_inno_disc	cus_inno_disc	PROPN
fbem-30090	117	69	0.0421	0.0421	NUM
fbem-30090	117	70	*	*	SYM
fbem-30090	117	71	(	(	PUNCT
fbem-30090	117	72	1.8812	1.8812	NUM
fbem-30090	117	73	)	)	PUNCT
fbem-30090	117	74	digital	digital	ADJ
fbem-30090	117	75	0.103	0.103	NUM
fbem-30090	117	76	*	*	PUNCT
fbem-30090	117	77	*	*	PUNCT
fbem-30090	117	78	*	*	PUNCT
fbem-30090	117	79	(	(	PUNCT
fbem-30090	117	80	10.6004	10.6004	NUM
fbem-30090	117	81	)	)	PUNCT
fbem-30090	118	1	_	_	NOUN
fbem-30090	118	2	cons	con	NOUN
fbem-30090	118	3	7.503	7.503	NUM
fbem-30090	118	4	*	*	PUNCT
fbem-30090	118	5	*	*	PUNCT
fbem-30090	118	6	*	*	PUNCT
fbem-30090	118	7	15.04	15.04	NUM
fbem-30090	118	8	*	*	PUNCT
fbem-30090	118	9	*	*	PUNCT
fbem-30090	118	10	*	*	PUNCT
fbem-30090	118	11	-1.4182	-1.4182	NOUN
fbem-30090	118	12	14.22	14.22	NUM
fbem-30090	118	13	*	*	PUNCT
fbem-30090	118	14	*	*	PUNCT
fbem-30090	118	15	*	*	PUNCT
fbem-30090	118	16	(	(	PUNCT
fbem-30090	118	17	3.1561	3.1561	NUM
fbem-30090	118	18	)	)	PUNCT
fbem-30090	118	19	(	(	PUNCT
fbem-30090	118	20	6.2869	6.2869	NUM
fbem-30090	118	21	)	)	PUNCT
fbem-30090	118	22	(	(	PUNCT
fbem-30090	118	23	-0.3276	-0.3276	NOUN
fbem-30090	118	24	)	)	PUNCT
fbem-30090	118	25	(	(	PUNCT
fbem-30090	118	26	6.6103	6.6103	NUM
fbem-30090	118	27	)	)	PUNCT
fbem-30090	118	28	solel	solel	NOUN
fbem-30090	118	29	z	z	NOUN
fbem-30090	118	30	1.983	1.983	NUM
fbem-30090	118	31	*	*	PUNCT
fbem-30090	118	32	*	*	PUNCT
fbem-30090	119	1	7.82	7.82	NUM
fbem-30090	119	2	*	*	PUNCT
fbem-30090	119	3	*	*	PUNCT
fbem-30090	119	4	*	*	PUNCT
fbem-30090	119	5	ctrs	ctr	NOUN
fbem-30090	120	1	yes	yes	INTJ
fbem-30090	121	1	yes	yes	INTJ
fbem-30090	122	1	yes	yes	INTJ
fbem-30090	123	1	yes	yes	INTJ
fbem-30090	124	1	n	n	ADV
fbem-30090	124	2	2532	2532	NUM
fbem-30090	125	1	2532	2532	NUM
fbem-30090	125	2	2579	2579	NUM
fbem-30090	125	3	2579	2579	NUM
fbem-30090	125	4	adj	adj	PROPN
fbem-30090	125	5	.	.	PUNCT
fbem-30090	125	6	r2	r2	PROPN
fbem-30090	125	7	0.1836	0.1836	NUM
fbem-30090	125	8	0.3481	0.3481	NUM
fbem-30090	126	1	0.4202	0.4202	NOUN
fbem-30090	126	2	0.3554	0.3554	NUM
fbem-30090	126	3	digital	digital	ADJ
fbem-30090	126	4	transformation	transformation	NOUN
fbem-30090	126	5	of	of	ADP
fbem-30090	126	6	customer	customer	NOUN
fbem-30090	126	7	enterprises	enterprise	NOUN
fbem-30090	126	8	and	and	CCONJ
fbem-30090	126	9	innovation	innovation	NOUN
fbem-30090	126	10	disclosure	disclosure	NOUN
fbem-30090	126	11	level	level	NOUN
fbem-30090	126	12	of	of	ADP
fbem-30090	126	13	supplier	supplier	NOUN
fbem-30090	126	14	enterprises	enterprise	NOUN
fbem-30090	126	15	:	:	PUNCT
fbem-30090	126	16	first	first	ADV
fbem-30090	126	17	,	,	PUNCT
fbem-30090	126	18	the	the	DET
fbem-30090	126	19	direct	direct	ADJ
fbem-30090	126	20	cohort	cohort	NOUN
fbem-30090	126	21	effect	effect	NOUN
fbem-30090	126	22	in	in	ADP
fbem-30090	126	23	supply	supply	NOUN
fbem-30090	126	24	chain	chain	NOUN
fbem-30090	126	25	network	network	NOUN
fbem-30090	126	26	,	,	PUNCT
fbem-30090	126	27	i.e.	i.e.	X
fbem-30090	126	28	,	,	PUNCT
fbem-30090	126	29	the	the	DET
fbem-30090	126	30	digital	digital	ADJ
fbem-30090	126	31	transformation	transformation	NOUN
fbem-30090	126	32	of	of	ADP
fbem-30090	126	33	customer	customer	NOUN
fbem-30090	126	34	enterprises	enterprise	NOUN
fbem-30090	126	35	will	will	AUX
fbem-30090	126	36	increase	increase	VERB
fbem-30090	126	37	the	the	DET
fbem-30090	126	38	willingness	willingness	NOUN
fbem-30090	126	39	to	to	PART
fbem-30090	126	40	disclose	disclose	VERB
fbem-30090	126	41	innovation	innovation	NOUN
fbem-30090	126	42	information	information	NOUN
fbem-30090	126	43	,	,	PUNCT
fbem-30090	126	44	and	and	CCONJ
fbem-30090	126	45	improve	improve	VERB
fbem-30090	126	46	their	their	PRON
fbem-30090	126	47	own	own	ADJ
fbem-30090	126	48	innovation	innovation	NOUN
fbem-30090	126	49	disclosure	disclosure	NOUN
fbem-30090	126	50	level	level	NOUN
fbem-30090	126	51	(	(	PUNCT
fbem-30090	126	52	cus_inno_disc	cus_inno_disc	PROPN
fbem-30090	126	53	)	)	PUNCT
fbem-30090	126	54	,	,	PUNCT
fbem-30090	126	55	and	and	CCONJ
fbem-30090	126	56	then	then	ADV
fbem-30090	126	57	increase	increase	VERB
fbem-30090	126	58	the	the	DET
fbem-30090	126	59	innovation	innovation	NOUN
fbem-30090	126	60	disclosure	disclosure	NOUN
fbem-30090	126	61	level	level	NOUN
fbem-30090	126	62	of	of	ADP
fbem-30090	126	63	supplier	supplier	NOUN
fbem-30090	126	64	enterprises	enterprise	NOUN
fbem-30090	126	65	through	through	ADP
fbem-30090	126	66	the	the	DET
fbem-30090	126	67	“	"	PUNCT
fbem-30090	126	68	direct	direct	ADJ
fbem-30090	126	69	cohort	cohort	NOUN
fbem-30090	126	70	effect	effect	NOUN
fbem-30090	126	71	”	"	PUNCT
fbem-30090	126	72	in	in	ADP
fbem-30090	126	73	the	the	DET
fbem-30090	126	74	supply	supply	NOUN
fbem-30090	126	75	chain	chain	NOUN
fbem-30090	126	76	network	network	NOUN
fbem-30090	126	77	.	.	PUNCT
fbem-30090	127	1	then	then	ADV
fbem-30090	127	2	through	through	ADP
fbem-30090	127	3	the	the	DET
fbem-30090	127	4	“	"	PUNCT
fbem-30090	127	5	direct	direct	ADJ
fbem-30090	127	6	cohort	cohort	NOUN
fbem-30090	127	7	effect	effect	NOUN
fbem-30090	127	8	”	"	PUNCT
fbem-30090	127	9	in	in	ADP
fbem-30090	127	10	the	the	DET
fbem-30090	127	11	supply	supply	NOUN
fbem-30090	127	12	chain	chain	NOUN
fbem-30090	127	13	network	network	NOUN
fbem-30090	127	14	,	,	PUNCT
fbem-30090	127	15	it	it	PRON
fbem-30090	127	16	will	will	AUX
fbem-30090	127	17	enhance	enhance	VERB
fbem-30090	127	18	the	the	DET
fbem-30090	127	19	level	level	NOUN
fbem-30090	127	20	of	of	ADP
fbem-30090	127	21	innovation	innovation	NOUN
fbem-30090	127	22	information	information	NOUN
fbem-30090	127	23	disclosure	disclosure	NOUN
fbem-30090	127	24	of	of	ADP
fbem-30090	127	25	supplier	supplier	NOUN
fbem-30090	127	26	enterprises	enterprise	NOUN
fbem-30090	127	27	.	.	PUNCT
fbem-30090	128	1	the	the	DET
fbem-30090	128	2	second	second	ADJ
fbem-30090	128	3	is	be	AUX
fbem-30090	128	4	the	the	DET
fbem-30090	128	5	indirect	indirect	ADJ
fbem-30090	128	6	cohort	cohort	NOUN
fbem-30090	128	7	effect	effect	NOUN
fbem-30090	128	8	in	in	ADP
fbem-30090	128	9	the	the	DET
fbem-30090	128	10	supply	supply	NOUN
fbem-30090	128	11	chain	chain	NOUN
fbem-30090	128	12	network	network	NOUN
fbem-30090	128	13	,	,	PUNCT
fbem-30090	128	14	i.e.	i.e.	X
fbem-30090	128	15	,	,	PUNCT
fbem-30090	128	16	the	the	DET
fbem-30090	128	17	digital	digital	ADJ
fbem-30090	128	18	transformation	transformation	NOUN
fbem-30090	128	19	of	of	ADP
fbem-30090	128	20	customer	customer	NOUN
fbem-30090	128	21	enterprises	enterprise	NOUN
fbem-30090	128	22	first	first	ADV
fbem-30090	128	23	promotes	promote	VERB
fbem-30090	128	24	the	the	DET
fbem-30090	128	25	digital	digital	ADJ
fbem-30090	128	26	transformation	transformation	NOUN
fbem-30090	128	27	of	of	ADP
fbem-30090	128	28	supplier	supplier	NOUN
fbem-30090	128	29	enterprises	enterprise	NOUN
fbem-30090	128	30	through	through	ADP
fbem-30090	128	31	the	the	DET
fbem-30090	128	32	“	"	PUNCT
fbem-30090	128	33	indirect	indirect	ADJ
fbem-30090	128	34	cohort	cohort	NOUN
fbem-30090	128	35	effect	effect	NOUN
fbem-30090	128	36	”	"	PUNCT
fbem-30090	128	37	,	,	PUNCT
fbem-30090	128	38	and	and	CCONJ
fbem-30090	128	39	then	then	ADV
fbem-30090	128	40	enhances	enhance	VERB
fbem-30090	128	41	the	the	DET
fbem-30090	128	42	level	level	NOUN
fbem-30090	128	43	of	of	ADP
fbem-30090	128	44	innovation	innovation	NOUN
fbem-30090	128	45	information	information	NOUN
fbem-30090	128	46	disclosure	disclosure	NOUN
fbem-30090	128	47	of	of	ADP
fbem-30090	128	48	supplier	supplier	NOUN
fbem-30090	128	49	enterprises	enterprise	NOUN
fbem-30090	128	50	.	.	PUNCT
fbem-30090	129	1	like	like	ADP
fbem-30090	129	2	the	the	DET
fbem-30090	129	3	measurement	measurement	NOUN
fbem-30090	129	4	of	of	ADP
fbem-30090	129	5	independent	independent	ADJ
fbem-30090	129	6	variables	variable	NOUN
fbem-30090	129	7	and	and	CCONJ
fbem-30090	129	8	dependent	dependent	ADJ
fbem-30090	129	9	variables	variable	NOUN
fbem-30090	129	10	,	,	PUNCT
fbem-30090	129	11	the	the	DET
fbem-30090	129	12	level	level	NOUN
fbem-30090	129	13	of	of	ADP
fbem-30090	129	14	innovation	innovation	NOUN
fbem-30090	129	15	disclosure	disclosure	NOUN
fbem-30090	129	16	of	of	ADP
fbem-30090	129	17	customer	customer	NOUN
fbem-30090	129	18	companies	company	NOUN
fbem-30090	129	19	and	and	CCONJ
fbem-30090	129	20	the	the	DET
fbem-30090	129	21	degree	degree	NOUN
fbem-30090	129	22	of	of	ADP
fbem-30090	129	23	digital	digital	ADJ
fbem-30090	129	24	transformation	transformation	NOUN
fbem-30090	129	25	of	of	ADP
fbem-30090	129	26	supplier	supplier	NOUN
fbem-30090	129	27	companies	company	NOUN
fbem-30090	129	28	can	can	AUX
fbem-30090	129	29	be	be	AUX
fbem-30090	129	30	obtained	obtain	VERB
fbem-30090	129	31	.	.	PUNCT
fbem-30090	130	1	the	the	DET
fbem-30090	130	2	results	result	NOUN
fbem-30090	130	3	of	of	ADP
fbem-30090	130	4	the	the	DET
fbem-30090	130	5	cohort	cohort	NOUN
fbem-30090	130	6	effect	effect	NOUN
fbem-30090	130	7	mediation	mediation	NOUN
fbem-30090	130	8	mechanism	mechanism	NOUN
fbem-30090	130	9	test	test	NOUN
fbem-30090	130	10	are	be	AUX
fbem-30090	130	11	reported	report	VERB
fbem-30090	130	12	as	as	SCONJ
fbem-30090	130	13	shown	show	VERB
fbem-30090	130	14	in	in	ADP
fbem-30090	130	15	table	table	NOUN
fbem-30090	130	16	3	3	NUM
fbem-30090	130	17	.	.	PUNCT
fbem-30090	131	1	the	the	DET
fbem-30090	131	2	cus_digital	cus_digital	ADJ
fbem-30090	131	3	coefficient	coefficient	NOUN
fbem-30090	131	4	in	in	ADP
fbem-30090	131	5	column	column	NOUN
fbem-30090	131	6	(	(	PUNCT
fbem-30090	131	7	1	1	X
fbem-30090	131	8	)	)	PUNCT
fbem-30090	131	9	is	be	AUX
fbem-30090	131	10	significantly	significantly	ADV
fbem-30090	131	11	positive	positive	ADJ
fbem-30090	131	12	at	at	ADP
fbem-30090	131	13	the	the	DET
fbem-30090	131	14	1	1	NUM
fbem-30090	131	15	%	%	NOUN
fbem-30090	131	16	level	level	NOUN
fbem-30090	131	17	,	,	PUNCT
fbem-30090	131	18	indicating	indicate	VERB
fbem-30090	131	19	that	that	SCONJ
fbem-30090	131	20	customer	customer	NOUN
fbem-30090	131	21	digital	digital	ADJ
fbem-30090	131	22	transformation	transformation	NOUN
fbem-30090	131	23	helps	help	VERB
fbem-30090	131	24	to	to	PART
fbem-30090	131	25	improve	improve	VERB
fbem-30090	131	26	the	the	DET
fbem-30090	131	27	level	level	NOUN
fbem-30090	131	28	of	of	ADP
fbem-30090	131	29	innovation	innovation	NOUN
fbem-30090	131	30	disclosure	disclosure	NOUN
fbem-30090	131	31	of	of	ADP
fbem-30090	131	32	the	the	DET
fbem-30090	131	33	firm	firm	NOUN
fbem-30090	131	34	itself	itself	PRON
fbem-30090	131	35	.	.	PUNCT
fbem-30090	132	1	both	both	DET
fbem-30090	132	2	cus_digital	cus_digital	ADJ
fbem-30090	132	3	and	and	CCONJ
fbem-30090	132	4	cus_inno_disc	cus_inno_disc	PROPN
fbem-30090	132	5	coefficients	coefficient	NOUN
fbem-30090	132	6	in	in	ADP
fbem-30090	132	7	column	column	NOUN
fbem-30090	132	8	(	(	PUNCT
fbem-30090	132	9	2	2	X
fbem-30090	132	10	)	)	PUNCT
fbem-30090	132	11	are	be	AUX
fbem-30090	132	12	significantly	significantly	ADV
fbem-30090	132	13	positive	positive	ADJ
fbem-30090	132	14	,	,	PUNCT
fbem-30090	132	15	and	and	CCONJ
fbem-30090	132	16	the	the	DET
fbem-30090	132	17	cus_digital	cus_digital	ADJ
fbem-30090	132	18	coefficient	coefficient	NOUN
fbem-30090	132	19	is	be	AUX
fbem-30090	132	20	slightly	slightly	ADV
fbem-30090	132	21	smaller	small	ADJ
fbem-30090	132	22	than	than	ADP
fbem-30090	132	23	that	that	PRON
fbem-30090	132	24	of	of	ADP
fbem-30090	132	25	the	the	DET
fbem-30090	132	26	benchmark	benchmark	ADJ
fbem-30090	132	27	regression	regression	NOUN
fbem-30090	132	28	in	in	ADP
fbem-30090	132	29	table	table	NOUN
fbem-30090	132	30	3	3	NUM
fbem-30090	132	31	,	,	PUNCT
fbem-30090	132	32	which	which	PRON
fbem-30090	132	33	indicates	indicate	VERB
fbem-30090	132	34	the	the	DET
fbem-30090	132	35	existence	existence	NOUN
fbem-30090	132	36	of	of	ADP
fbem-30090	132	37	partial	partial	ADJ
fbem-30090	132	38	mediation	mediation	NOUN
fbem-30090	132	39	effect	effect	NOUN
fbem-30090	132	40	,	,	PUNCT
fbem-30090	132	41	and	and	CCONJ
fbem-30090	132	42	also	also	ADV
fbem-30090	132	43	the	the	DET
fbem-30090	132	44	sobel	sobel	PROPN
fbem-30090	132	45	test	test	NOUN
fbem-30090	132	46	supports	support	VERB
fbem-30090	132	47	the	the	DET
fbem-30090	132	48	existence	existence	NOUN
fbem-30090	132	49	of	of	ADP
fbem-30090	132	50	mediation	mediation	NOUN
fbem-30090	132	51	effect	effect	NOUN
fbem-30090	132	52	;	;	PUNCT
fbem-30090	132	53	similarly	similarly	ADV
fbem-30090	132	54	,	,	PUNCT
fbem-30090	132	55	the	the	DET
fbem-30090	132	56	cus_digital	cus_digital	ADJ
fbem-30090	132	57	coefficient	coefficient	NOUN
fbem-30090	132	58	in	in	ADP
fbem-30090	132	59	column	column	NOUN
fbem-30090	132	60	(	(	PUNCT
fbem-30090	132	61	3	3	X
fbem-30090	132	62	)	)	PUNCT
fbem-30090	132	63	is	be	AUX
fbem-30090	132	64	significantly	significantly	ADV
fbem-30090	132	65	positive	positive	ADJ
fbem-30090	132	66	at	at	ADP
fbem-30090	132	67	1	1	NUM
fbem-30090	132	68	%	%	NOUN
fbem-30090	132	69	level	level	NOUN
fbem-30090	132	70	,	,	PUNCT
fbem-30090	132	71	which	which	PRON
fbem-30090	132	72	suggests	suggest	VERB
fbem-30090	132	73	that	that	SCONJ
fbem-30090	132	74	customer	customer	NOUN
fbem-30090	132	75	digital	digital	ADJ
fbem-30090	132	76	transformation	transformation	NOUN
fbem-30090	132	77	can	can	AUX
fbem-30090	132	78	promote	promote	VERB
fbem-30090	132	79	the	the	DET
fbem-30090	132	80	digital	digital	ADJ
fbem-30090	132	81	transformation	transformation	NOUN
fbem-30090	132	82	of	of	ADP
fbem-30090	132	83	supplier	supplier	NOUN
fbem-30090	132	84	firms	firm	NOUN
fbem-30090	132	85	.	.	PUNCT
fbem-30090	133	1	the	the	DET
fbem-30090	133	2	coefficients	coefficient	NOUN
fbem-30090	133	3	of	of	ADP
fbem-30090	133	4	cus_digital	cus_digital	ADJ
fbem-30090	133	5	and	and	CCONJ
fbem-30090	133	6	digital	digital	ADJ
fbem-30090	133	7	in	in	ADP
fbem-30090	133	8	column	column	NOUN
fbem-30090	133	9	(	(	PUNCT
fbem-30090	133	10	4	4	X
fbem-30090	133	11	)	)	PUNCT
fbem-30090	133	12	are	be	AUX
fbem-30090	133	13	both	both	PRON
fbem-30090	133	14	significantly	significantly	ADV
fbem-30090	133	15	positive	positive	ADJ
fbem-30090	133	16	,	,	PUNCT
fbem-30090	133	17	and	and	CCONJ
fbem-30090	133	18	the	the	DET
fbem-30090	133	19	coefficient	coefficient	NOUN
fbem-30090	133	20	of	of	ADP
fbem-30090	133	21	cus_digital	cus_digital	ADJ
fbem-30090	133	22	is	be	AUX
fbem-30090	133	23	slightly	slightly	ADV
fbem-30090	133	24	smaller	small	ADJ
fbem-30090	133	25	than	than	ADP
fbem-30090	133	26	that	that	PRON
fbem-30090	133	27	of	of	ADP
fbem-30090	133	28	the	the	DET
fbem-30090	133	29	benchmark	benchmark	ADJ
fbem-30090	133	30	163	163	NUM
fbem-30090	133	31	regression	regression	NOUN
fbem-30090	133	32	in	in	ADP
fbem-30090	133	33	table	table	NOUN
fbem-30090	133	34	1	1	NUM
fbem-30090	133	35	,	,	PUNCT
fbem-30090	133	36	which	which	PRON
fbem-30090	133	37	indicates	indicate	VERB
fbem-30090	133	38	that	that	SCONJ
fbem-30090	133	39	there	there	PRON
fbem-30090	133	40	is	be	VERB
fbem-30090	133	41	also	also	ADV
fbem-30090	133	42	a	a	DET
fbem-30090	133	43	part	part	NOUN
fbem-30090	133	44	of	of	ADP
fbem-30090	133	45	the	the	DET
fbem-30090	133	46	mediation	mediation	NOUN
fbem-30090	133	47	effect	effect	NOUN
fbem-30090	133	48	,	,	PUNCT
fbem-30090	133	49	and	and	CCONJ
fbem-30090	133	50	the	the	DET
fbem-30090	133	51	sobel	sobel	PROPN
fbem-30090	133	52	test	test	NOUN
fbem-30090	133	53	also	also	ADV
fbem-30090	133	54	supports	support	VERB
fbem-30090	133	55	the	the	DET
fbem-30090	133	56	existence	existence	NOUN
fbem-30090	133	57	of	of	ADP
fbem-30090	133	58	the	the	DET
fbem-30090	133	59	mediation	mediation	NOUN
fbem-30090	133	60	effect	effect	NOUN
fbem-30090	133	61	.	.	PUNCT
fbem-30090	134	1	5	5	X
fbem-30090	134	2	.	.	X
fbem-30090	134	3	conclusion	conclusion	NOUN
fbem-30090	134	4	based	base	VERB
fbem-30090	134	5	on	on	ADP
fbem-30090	134	6	the	the	DET
fbem-30090	134	7	supply	supply	NOUN
fbem-30090	134	8	chain	chain	NOUN
fbem-30090	134	9	network	network	NOUN
fbem-30090	134	10	relationship	relationship	NOUN
fbem-30090	134	11	,	,	PUNCT
fbem-30090	134	12	this	this	DET
fbem-30090	134	13	paper	paper	NOUN
fbem-30090	134	14	empirically	empirically	ADV
fbem-30090	134	15	analyzes	analyze	VERB
fbem-30090	134	16	and	and	CCONJ
fbem-30090	134	17	tests	test	VERB
fbem-30090	134	18	the	the	DET
fbem-30090	134	19	relief	relief	NOUN
fbem-30090	134	20	effect	effect	NOUN
fbem-30090	134	21	of	of	ADP
fbem-30090	134	22	digital	digital	ADJ
fbem-30090	134	23	transformation	transformation	NOUN
fbem-30090	134	24	of	of	ADP
fbem-30090	134	25	customer	customer	NOUN
fbem-30090	134	26	enterprises	enterprise	NOUN
fbem-30090	134	27	on	on	ADP
fbem-30090	134	28	supplier	supplier	NOUN
fbem-30090	134	29	enterprises	enterprise	NOUN
fbem-30090	134	30	'	'	PART
fbem-30090	134	31	innovation	innovation	NOUN
fbem-30090	134	32	information	information	NOUN
fbem-30090	134	33	disclosure	disclosure	NOUN
fbem-30090	134	34	,	,	PUNCT
fbem-30090	134	35	using	use	VERB
fbem-30090	134	36	supply	supply	NOUN
fbem-30090	134	37	chain	chain	NOUN
fbem-30090	134	38	enterprises	enterprise	NOUN
fbem-30090	134	39	listed	list	VERB
fbem-30090	134	40	on	on	ADP
fbem-30090	134	41	a	a	DET
fbem-30090	134	42	-	-	PUNCT
fbem-30090	134	43	share	share	NOUN
fbem-30090	134	44	stock	stock	NOUN
fbem-30090	134	45	companies	company	NOUN
fbem-30090	134	46	from	from	ADP
fbem-30090	134	47	2012	2012	NUM
fbem-30090	134	48	to	to	ADP
fbem-30090	134	49	2022	2022	NUM
fbem-30090	134	50	as	as	ADP
fbem-30090	134	51	samples	sample	NOUN
fbem-30090	134	52	.	.	PUNCT
fbem-30090	135	1	it	it	PRON
fbem-30090	135	2	is	be	AUX
fbem-30090	135	3	found	find	VERB
fbem-30090	135	4	that	that	SCONJ
fbem-30090	135	5	:	:	PUNCT
fbem-30090	135	6	(	(	PUNCT
fbem-30090	135	7	1	1	X
fbem-30090	135	8	)	)	PUNCT
fbem-30090	135	9	digital	digital	ADJ
fbem-30090	135	10	transformation	transformation	NOUN
fbem-30090	135	11	of	of	ADP
fbem-30090	135	12	customer	customer	NOUN
fbem-30090	135	13	firms	firm	NOUN
fbem-30090	135	14	significantly	significantly	ADV
fbem-30090	135	15	promotes	promote	VERB
fbem-30090	135	16	the	the	DET
fbem-30090	135	17	improvement	improvement	NOUN
fbem-30090	135	18	of	of	ADP
fbem-30090	135	19	supplier	supplier	NOUN
fbem-30090	135	20	firms	firm	NOUN
fbem-30090	135	21	'	'	PART
fbem-30090	135	22	innovation	innovation	NOUN
fbem-30090	135	23	information	information	NOUN
fbem-30090	135	24	disclosure	disclosure	NOUN
fbem-30090	135	25	level	level	NOUN
fbem-30090	135	26	and	and	CCONJ
fbem-30090	135	27	helps	help	VERB
fbem-30090	135	28	to	to	PART
fbem-30090	135	29	alleviate	alleviate	VERB
fbem-30090	135	30	supplier	supplier	NOUN
fbem-30090	135	31	firms	firm	NOUN
fbem-30090	135	32	'	'	PART
fbem-30090	135	33	innovation	innovation	NOUN
fbem-30090	135	34	information	information	NOUN
fbem-30090	135	35	dilemma	dilemma	NOUN
fbem-30090	135	36	,	,	PUNCT
fbem-30090	135	37	which	which	PRON
fbem-30090	135	38	is	be	AUX
fbem-30090	135	39	valid	valid	ADJ
fbem-30090	135	40	in	in	ADP
fbem-30090	135	41	a	a	DET
fbem-30090	135	42	series	series	NOUN
fbem-30090	135	43	of	of	ADP
fbem-30090	135	44	endogeneity	endogeneity	NOUN
fbem-30090	135	45	tests	test	NOUN
fbem-30090	135	46	and	and	CCONJ
fbem-30090	135	47	robustness	robustness	NOUN
fbem-30090	135	48	tests	test	NOUN
fbem-30090	135	49	such	such	ADJ
fbem-30090	135	50	as	as	ADP
fbem-30090	135	51	instrumental	instrumental	ADJ
fbem-30090	135	52	variable	variable	ADJ
fbem-30090	135	53	method	method	NOUN
fbem-30090	135	54	,	,	PUNCT
fbem-30090	135	55	replacing	replace	VERB
fbem-30090	135	56	the	the	DET
fbem-30090	135	57	measurement	measurement	NOUN
fbem-30090	135	58	method	method	NOUN
fbem-30090	135	59	of	of	ADP
fbem-30090	135	60	explanatory	explanatory	ADJ
fbem-30090	135	61	variables	variable	NOUN
fbem-30090	135	62	and	and	CCONJ
fbem-30090	135	63	changing	change	VERB
fbem-30090	135	64	the	the	DET
fbem-30090	135	65	regression	regression	NOUN
fbem-30090	135	66	model	model	NOUN
fbem-30090	135	67	.	.	PUNCT
fbem-30090	136	1	(	(	PUNCT
fbem-30090	136	2	2	2	X
fbem-30090	136	3	)	)	PUNCT
fbem-30090	136	4	the	the	DET
fbem-30090	136	5	information	information	NOUN
fbem-30090	136	6	relief	relief	NOUN
fbem-30090	136	7	effect	effect	NOUN
fbem-30090	136	8	arises	arise	VERB
fbem-30090	136	9	mainly	mainly	ADV
fbem-30090	136	10	through	through	ADP
fbem-30090	136	11	two	two	NUM
fbem-30090	136	12	mechanisms	mechanism	NOUN
fbem-30090	136	13	of	of	ADP
fbem-30090	136	14	action	action	NOUN
fbem-30090	136	15	.	.	PUNCT
fbem-30090	137	1	first	first	ADV
fbem-30090	137	2	,	,	PUNCT
fbem-30090	137	3	the	the	DET
fbem-30090	137	4	direct	direct	ADJ
fbem-30090	137	5	cohort	cohort	NOUN
fbem-30090	137	6	effect	effect	NOUN
fbem-30090	137	7	,	,	PUNCT
fbem-30090	137	8	i.e.	i.e.	X
fbem-30090	137	9	,	,	PUNCT
fbem-30090	137	10	customers	customer	NOUN
fbem-30090	137	11	'	'	PART
fbem-30090	137	12	digital	digital	ADJ
fbem-30090	137	13	transformation	transformation	NOUN
fbem-30090	137	14	will	will	AUX
fbem-30090	137	15	enhance	enhance	VERB
fbem-30090	137	16	their	their	PRON
fbem-30090	137	17	own	own	ADJ
fbem-30090	137	18	innovation	innovation	NOUN
fbem-30090	137	19	information	information	NOUN
fbem-30090	137	20	disclosure	disclosure	NOUN
fbem-30090	137	21	level	level	NOUN
fbem-30090	137	22	through	through	ADP
fbem-30090	137	23	the	the	DET
fbem-30090	137	24	information	information	NOUN
fbem-30090	137	25	effect	effect	NOUN
fbem-30090	137	26	,	,	PUNCT
fbem-30090	137	27	which	which	PRON
fbem-30090	137	28	will	will	AUX
fbem-30090	137	29	then	then	ADV
fbem-30090	137	30	be	be	AUX
fbem-30090	137	31	transmitted	transmit	VERB
fbem-30090	137	32	along	along	ADP
fbem-30090	137	33	the	the	DET
fbem-30090	137	34	supply	supply	NOUN
fbem-30090	137	35	chain	chain	NOUN
fbem-30090	137	36	through	through	ADP
fbem-30090	137	37	the	the	DET
fbem-30090	137	38	cohort	cohort	NOUN
fbem-30090	137	39	effect	effect	NOUN
fbem-30090	137	40	,	,	PUNCT
fbem-30090	137	41	thus	thus	ADV
fbem-30090	137	42	promoting	promote	VERB
fbem-30090	137	43	suppliers	supplier	NOUN
fbem-30090	137	44	'	'	PART
fbem-30090	137	45	enterprises	enterprise	NOUN
fbem-30090	137	46	to	to	PART
fbem-30090	137	47	disclose	disclose	VERB
fbem-30090	137	48	more	more	ADJ
fbem-30090	137	49	innovation	innovation	NOUN
fbem-30090	137	50	information	information	NOUN
fbem-30090	137	51	.	.	PUNCT
fbem-30090	138	1	the	the	DET
fbem-30090	138	2	second	second	ADJ
fbem-30090	138	3	is	be	AUX
fbem-30090	138	4	the	the	DET
fbem-30090	138	5	indirect	indirect	ADJ
fbem-30090	138	6	cohort	cohort	NOUN
fbem-30090	138	7	effect	effect	NOUN
fbem-30090	138	8	,	,	PUNCT
fbem-30090	138	9	i.e.	i.e.	X
fbem-30090	138	10	,	,	PUNCT
fbem-30090	138	11	customers	customer	NOUN
fbem-30090	138	12	'	'	PART
fbem-30090	138	13	digital	digital	ADJ
fbem-30090	138	14	transformation	transformation	NOUN
fbem-30090	138	15	will	will	AUX
fbem-30090	138	16	promote	promote	VERB
fbem-30090	138	17	suppliers	supplier	NOUN
fbem-30090	138	18	'	'	PART
fbem-30090	138	19	digital	digital	ADJ
fbem-30090	138	20	transformation	transformation	NOUN
fbem-30090	138	21	through	through	ADP
fbem-30090	138	22	the	the	DET
fbem-30090	138	23	cohort	cohort	NOUN
fbem-30090	138	24	effect	effect	NOUN
fbem-30090	138	25	,	,	PUNCT
fbem-30090	138	26	which	which	PRON
fbem-30090	138	27	will	will	AUX
fbem-30090	138	28	enhance	enhance	VERB
fbem-30090	138	29	suppliers	supplier	NOUN
fbem-30090	138	30	'	'	PART
fbem-30090	138	31	innovation	innovation	NOUN
fbem-30090	138	32	information	information	NOUN
fbem-30090	138	33	disclosure	disclosure	NOUN
fbem-30090	138	34	level	level	NOUN
fbem-30090	138	35	through	through	ADP
fbem-30090	138	36	the	the	DET
fbem-30090	138	37	information	information	NOUN
fbem-30090	138	38	effect	effect	NOUN
fbem-30090	138	39	.	.	PUNCT
fbem-30090	139	1	(	(	PUNCT
fbem-30090	139	2	3	3	X
fbem-30090	139	3	)	)	PUNCT
fbem-30090	139	4	heterogeneity	heterogeneity	NOUN
fbem-30090	139	5	test	test	NOUN
fbem-30090	139	6	results	result	NOUN
fbem-30090	139	7	show	show	VERB
fbem-30090	139	8	that	that	SCONJ
fbem-30090	139	9	the	the	DET
fbem-30090	139	10	supply	supply	NOUN
fbem-30090	139	11	chain	chain	NOUN
fbem-30090	139	12	information	information	NOUN
fbem-30090	139	13	relief	relief	NOUN
fbem-30090	139	14	effect	effect	NOUN
fbem-30090	139	15	of	of	ADP
fbem-30090	139	16	digital	digital	ADJ
fbem-30090	139	17	transformation	transformation	NOUN
fbem-30090	139	18	varies	vary	VERB
fbem-30090	139	19	significantly	significantly	ADV
fbem-30090	139	20	across	across	ADP
fbem-30090	139	21	supply	supply	NOUN
fbem-30090	139	22	chain	chain	NOUN
fbem-30090	139	23	relationships	relationship	NOUN
fbem-30090	139	24	.	.	PUNCT
fbem-30090	140	1	specifically	specifically	ADV
fbem-30090	140	2	,	,	PUNCT
fbem-30090	140	3	the	the	DET
fbem-30090	140	4	promotion	promotion	NOUN
fbem-30090	140	5	effect	effect	NOUN
fbem-30090	140	6	of	of	ADP
fbem-30090	140	7	customer	customer	NOUN
fbem-30090	140	8	digital	digital	ADJ
fbem-30090	140	9	transformation	transformation	NOUN
fbem-30090	140	10	on	on	ADP
fbem-30090	140	11	supplier	supplier	NOUN
fbem-30090	140	12	innovation	innovation	NOUN
fbem-30090	140	13	information	information	NOUN
fbem-30090	140	14	disclosure	disclosure	NOUN
fbem-30090	140	15	level	level	NOUN
fbem-30090	140	16	is	be	AUX
fbem-30090	140	17	more	more	ADV
fbem-30090	140	18	significant	significant	ADJ
fbem-30090	140	19	when	when	SCONJ
fbem-30090	140	20	there	there	PRON
fbem-30090	140	21	are	be	VERB
fbem-30090	140	22	supply	supply	NOUN
fbem-30090	140	23	chain	chain	NOUN
fbem-30090	140	24	overlapping	overlap	VERB
fbem-30090	140	25	investment	investment	NOUN
fbem-30090	140	26	institution	institution	NOUN
fbem-30090	140	27	shareholding	shareholding	NOUN
fbem-30090	140	28	of	of	ADP
fbem-30090	140	29	the	the	DET
fbem-30090	140	30	customer	customer	NOUN
fbem-30090	140	31	and	and	CCONJ
fbem-30090	140	32	supplier	supplier	NOUN
fbem-30090	140	33	,	,	PUNCT
fbem-30090	140	34	the	the	DET
fbem-30090	140	35	physical	physical	ADJ
fbem-30090	140	36	office	office	NOUN
fbem-30090	140	37	of	of	ADP
fbem-30090	140	38	the	the	DET
fbem-30090	140	39	customer	customer	NOUN
fbem-30090	140	40	and	and	CCONJ
fbem-30090	140	41	supplier	supplier	NOUN
fbem-30090	140	42	is	be	AUX
fbem-30090	140	43	in	in	ADP
fbem-30090	140	44	the	the	DET
fbem-30090	140	45	same	same	ADJ
fbem-30090	140	46	province	province	NOUN
fbem-30090	140	47	and	and	CCONJ
fbem-30090	140	48	the	the	PRON
fbem-30090	140	49	closer	close	ADV
fbem-30090	140	50	the	the	DET
fbem-30090	140	51	supply	supply	NOUN
fbem-30090	140	52	chain	chain	NOUN
fbem-30090	140	53	cooperation	cooperation	NOUN
fbem-30090	140	54	relationship	relationship	NOUN
fbem-30090	140	55	,	,	PUNCT
fbem-30090	140	56	i.e.	i.e.	X
fbem-30090	140	57	,	,	PUNCT
fbem-30090	140	58	the	the	DET
fbem-30090	140	59	higher	high	ADJ
fbem-30090	140	60	degree	degree	NOUN
fbem-30090	140	61	of	of	ADP
fbem-30090	140	62	importance	importance	NOUN
fbem-30090	140	63	of	of	ADP
fbem-30090	140	64	the	the	DET
fbem-30090	140	65	customer	customer	NOUN
fbem-30090	140	66	.	.	PUNCT
fbem-30090	141	1	references	reference	NOUN
fbem-30090	141	2	[	[	X
fbem-30090	141	3	1	1	NUM
fbem-30090	141	4	]	]	SYM
fbem-30090	141	5	li	li	PROPN
fbem-30090	141	6	,	,	PUNCT
fbem-30090	141	7	c.	c.	PROPN
fbem-30090	141	8	,	,	PUNCT
fbem-30090	141	9	lu	lu	PROPN
fbem-30090	141	10	,	,	PUNCT
fbem-30090	141	11	n.	n.	PROPN
fbem-30090	141	12	,	,	PUNCT
fbem-30090	141	13	li	li	PROPN
fbem-30090	141	14	,	,	PUNCT
fbem-30090	141	15	d.	d.	PROPN
fbem-30090	141	16	,	,	PUNCT
fbem-30090	141	17	&	&	CCONJ
fbem-30090	141	18	wang	wang	PROPN
fbem-30090	141	19	,	,	PUNCT
fbem-30090	141	20	x.	x.	NOUN
fbem-30090	141	21	(	(	PUNCT
fbem-30090	141	22	2021	2021	NUM
fbem-30090	141	23	)	)	PUNCT
fbem-30090	141	24	.	.	PUNCT
fbem-30090	142	1	corporate	corporate	ADJ
fbem-30090	142	2	green	green	ADJ
fbem-30090	142	3	innovation	innovation	NOUN
fbem-30090	142	4	:	:	PUNCT
fbem-30090	142	5	government	government	NOUN
fbem-30090	142	6	regulation	regulation	NOUN
fbem-30090	142	7	,	,	PUNCT
fbem-30090	142	8	information	information	NOUN
fbem-30090	142	9	disclosure	disclosure	NOUN
fbem-30090	142	10	and	and	CCONJ
fbem-30090	142	11	investment	investment	NOUN
fbem-30090	142	12	strategy	strategy	NOUN
fbem-30090	142	13	evolution	evolution	NOUN
fbem-30090	142	14	.	.	PUNCT
fbem-30090	143	1	studies	study	NOUN
fbem-30090	143	2	in	in	ADP
fbem-30090	143	3	science	science	NOUN
fbem-30090	143	4	of	of	ADP
fbem-30090	143	5	science	science	NOUN
fbem-30090	143	6	,	,	PUNCT
fbem-30090	143	7	39(01	39(01	NUM
fbem-30090	143	8	)	)	PUNCT
fbem-30090	143	9	,	,	PUNCT
fbem-30090	143	10	180	180	NUM
fbem-30090	143	11	-	-	SYM
fbem-30090	143	12	192	192	NUM
fbem-30090	143	13	.	.	PUNCT
fbem-30090	144	1	[	[	X
fbem-30090	144	2	2	2	NUM
fbem-30090	144	3	]	]	SYM
fbem-30090	144	4	xinsheng	xinsheng	PROPN
fbem-30090	144	5	,	,	PUNCT
fbem-30090	144	6	c.	c.	PROPN
fbem-30090	144	7	,	,	PUNCT
fbem-30090	144	8	haoxin	haoxin	PROPN
fbem-30090	144	9	,	,	PUNCT
fbem-30090	144	10	x.	x.	PROPN
fbem-30090	144	11	,	,	PUNCT
fbem-30090	144	12	&	&	CCONJ
fbem-30090	144	13	cheng	cheng	PROPN
fbem-30090	144	14	,	,	PUNCT
fbem-30090	144	15	z.	z.	PROPN
fbem-30090	144	16	(	(	PUNCT
fbem-30090	144	17	2023	2023	NUM
fbem-30090	144	18	)	)	PUNCT
fbem-30090	144	19	.	.	PUNCT
fbem-30090	145	1	how	how	SCONJ
fbem-30090	145	2	can	can	AUX
fbem-30090	145	3	performance	performance	VERB
fbem-30090	145	4	feedback	feedback	NOUN
fbem-30090	145	5	of	of	ADP
fbem-30090	145	6	technology	technology	NOUN
fbem-30090	145	7	enterprises	enterprise	NOUN
fbem-30090	145	8	affect	affect	VERB
fbem-30090	145	9	the	the	DET
fbem-30090	145	10	r&d	r&d	NOUN
fbem-30090	145	11	information	information	NOUN
fbem-30090	145	12	disclosure	disclosure	NOUN
fbem-30090	145	13	?	?	PUNCT
fbem-30090	145	14	.	.	PUNCT
fbem-30090	146	1	science	science	NOUN
fbem-30090	146	2	research	research	NOUN
fbem-30090	146	3	management	management	NOUN
fbem-30090	146	4	,	,	PUNCT
fbem-30090	146	5	44(4	44(4	NOUN
fbem-30090	146	6	)	)	PUNCT
fbem-30090	146	7	,	,	PUNCT
fbem-30090	146	8	103	103	NUM
fbem-30090	146	9	[	[	X
fbem-30090	146	10	3	3	NUM
fbem-30090	146	11	]	]	X
fbem-30090	146	12	kankanhalli	kankanhalli	PROPN
fbem-30090	146	13	,	,	PUNCT
fbem-30090	146	14	g.	g.	PROPN
fbem-30090	146	15	,	,	PUNCT
fbem-30090	146	16	kwan	kwan	PROPN
fbem-30090	146	17	,	,	PUNCT
fbem-30090	146	18	a.	a.	PROPN
fbem-30090	146	19	,	,	PUNCT
fbem-30090	146	20	&	&	CCONJ
fbem-30090	146	21	merkley	merkley	PROPN
fbem-30090	146	22	,	,	PUNCT
fbem-30090	146	23	k.	k.	PROPN
fbem-30090	146	24	(	(	PUNCT
fbem-30090	146	25	2024	2024	NUM
fbem-30090	146	26	)	)	PUNCT
fbem-30090	146	27	.	.	PUNCT
fbem-30090	147	1	the	the	DET
fbem-30090	147	2	paradox	paradox	NOUN
fbem-30090	147	3	of	of	ADP
fbem-30090	147	4	innovation	innovation	NOUN
fbem-30090	147	5	nondisclosure	nondisclosure	NOUN
fbem-30090	147	6	:	:	PUNCT
fbem-30090	147	7	evidence	evidence	NOUN
fbem-30090	147	8	from	from	ADP
fbem-30090	147	9	licensing	license	VERB
fbem-30090	147	10	contracts	contract	NOUN
fbem-30090	147	11	.	.	PUNCT
fbem-30090	148	1	american	american	ADJ
fbem-30090	148	2	economic	economic	PROPN
fbem-30090	148	3	journal	journal	PROPN
fbem-30090	148	4	:	:	PUNCT
fbem-30090	148	5	applied	apply	VERB
fbem-30090	148	6	economics	economic	NOUN
fbem-30090	148	7	,	,	PUNCT
fbem-30090	148	8	16(4	16(4	NUM
fbem-30090	148	9	)	)	PUNCT
fbem-30090	148	10	,	,	PUNCT
fbem-30090	148	11	220256	220256	NUM
fbem-30090	148	12	.	.	PUNCT
fbem-30090	149	1	[	[	X
fbem-30090	149	2	4	4	NUM
fbem-30090	149	3	]	]	X
fbem-30090	149	4	zhou	zhou	PROPN
fbem-30090	149	5	,	,	PUNCT
fbem-30090	149	6	z.	z.	PROPN
fbem-30090	149	7	,	,	PUNCT
fbem-30090	149	8	wang	wang	PROPN
fbem-30090	149	9	,	,	PUNCT
fbem-30090	149	10	s.	s.	PROPN
fbem-30090	149	11	,	,	PUNCT
fbem-30090	149	12	&	&	CCONJ
fbem-30090	149	13	zhang	zhang	PROPN
fbem-30090	149	14	,	,	PUNCT
fbem-30090	149	15	y.	y.	PROPN
fbem-30090	149	16	(	(	PUNCT
fbem-30090	149	17	2022	2022	NUM
fbem-30090	149	18	)	)	PUNCT
fbem-30090	149	19	.	.	PUNCT
fbem-30090	150	1	intellectual	intellectual	ADJ
fbem-30090	150	2	property	property	NOUN
fbem-30090	150	3	protection	protection	NOUN
fbem-30090	150	4	and	and	CCONJ
fbem-30090	150	5	information	information	NOUN
fbem-30090	150	6	dilemma	dilemma	NOUN
fbem-30090	150	7	of	of	ADP
fbem-30090	150	8	enterprise	enterprise	NOUN
fbem-30090	150	9	innovation	innovation	NOUN
fbem-30090	150	10	.	.	PUNCT
fbem-30090	151	1	china	china	PROPN
fbem-30090	151	2	industrial	industrial	PROPN
fbem-30090	151	3	economics	economic	NOUN
fbem-30090	151	4	,	,	PUNCT
fbem-30090	151	5	6	6	NUM
fbem-30090	151	6	,	,	PUNCT
fbem-30090	151	7	136	136	NUM
fbem-30090	151	8	-	-	SYM
fbem-30090	151	9	154	154	NUM
fbem-30090	151	10	.	.	PUNCT
fbem-30090	152	1	[	[	X
fbem-30090	152	2	5	5	X
fbem-30090	152	3	]	]	PUNCT
fbem-30090	152	4	he	he	PRON
fbem-30090	152	5	,	,	PUNCT
fbem-30090	152	6	w.	w.	PROPN
fbem-30090	152	7	,	,	PUNCT
fbem-30090	152	8	miao	miao	NOUN
fbem-30090	152	9	,	,	PUNCT
fbem-30090	152	10	m.	m.	NOUN
fbem-30090	152	11	,	,	PUNCT
fbem-30090	152	12	&	&	CCONJ
fbem-30090	152	13	li	li	PROPN
fbem-30090	152	14	,	,	PUNCT
fbem-30090	152	15	x.	x.	NOUN
fbem-30090	152	16	(	(	PUNCT
fbem-30090	152	17	2023	2023	NUM
fbem-30090	152	18	)	)	PUNCT
fbem-30090	152	19	.	.	PUNCT
fbem-30090	153	1	mandatory	mandatory	ADJ
fbem-30090	153	2	environmental	environmental	ADJ
fbem-30090	153	3	information	information	NOUN
fbem-30090	153	4	disclosure	disclosure	NOUN
fbem-30090	153	5	,	,	PUNCT
fbem-30090	153	6	information	information	NOUN
fbem-30090	153	7	infrastructure	infrastructure	NOUN
fbem-30090	153	8	and	and	CCONJ
fbem-30090	153	9	the	the	DET
fbem-30090	153	10	firm	firm	NOUN
fbem-30090	153	11	's	's	PART
fbem-30090	153	12	digital	digital	ADJ
fbem-30090	153	13	transformation	transformation	NOUN
fbem-30090	153	14	.	.	PUNCT
fbem-30090	154	1	information	information	NOUN
fbem-30090	154	2	infrastructure	infrastructure	NOUN
fbem-30090	154	3	and	and	CCONJ
fbem-30090	154	4	the	the	DET
fbem-30090	154	5	firm	firm	NOUN
fbem-30090	154	6	's	's	PART
fbem-30090	154	7	digital	digital	ADJ
fbem-30090	154	8	transformation	transformation	NOUN
fbem-30090	154	9	.	.	PUNCT
fbem-30090	155	1	[	[	X
fbem-30090	155	2	6	6	NUM
fbem-30090	155	3	]	]	PUNCT
fbem-30090	155	4	he	he	PRON
fbem-30090	155	5	,	,	PUNCT
fbem-30090	155	6	j.	j.	PROPN
fbem-30090	155	7	,	,	PUNCT
fbem-30090	155	8	fan	fan	PROPN
fbem-30090	155	9	,	,	PUNCT
fbem-30090	155	10	m.	m.	NOUN
fbem-30090	155	11	,	,	PUNCT
fbem-30090	155	12	&	&	CCONJ
fbem-30090	155	13	fan	fan	PROPN
fbem-30090	155	14	,	,	PUNCT
fbem-30090	155	15	y.	y.	PROPN
fbem-30090	155	16	(	(	PUNCT
fbem-30090	155	17	2024	2024	NUM
fbem-30090	155	18	)	)	PUNCT
fbem-30090	155	19	.	.	PUNCT
fbem-30090	156	1	digital	digital	ADJ
fbem-30090	156	2	transformation	transformation	NOUN
fbem-30090	156	3	and	and	CCONJ
fbem-30090	156	4	supply	supply	NOUN
fbem-30090	156	5	chain	chain	NOUN
fbem-30090	156	6	efficiency	efficiency	NOUN
fbem-30090	156	7	improvement	improvement	NOUN
fbem-30090	156	8	:	:	PUNCT
fbem-30090	156	9	an	an	DET
fbem-30090	156	10	empirical	empirical	ADJ
fbem-30090	156	11	study	study	NOUN
fbem-30090	156	12	from	from	ADP
fbem-30090	156	13	a	a	DET
fbem-30090	156	14	-	-	PUNCT
fbem-30090	156	15	share	share	NOUN
fbem-30090	156	16	listed	list	VERB
fbem-30090	156	17	companies	company	NOUN
fbem-30090	156	18	in	in	ADP
fbem-30090	156	19	china	china	PROPN
fbem-30090	156	20	.	.	PUNCT
fbem-30090	157	1	plos	plos	PROPN
fbem-30090	157	2	one	one	NUM
fbem-30090	157	3	,	,	PUNCT
fbem-30090	157	4	19(4	19(4	NOUN
fbem-30090	157	5	)	)	PUNCT
fbem-30090	157	6	,	,	PUNCT
fbem-30090	157	7	e0302133	e0302133	PROPN
fbem-30090	157	8	.	.	PUNCT
fbem-30090	158	1	[	[	X
fbem-30090	158	2	7	7	NUM
fbem-30090	158	3	]	]	X
fbem-30090	158	4	wang	wang	PROPN
fbem-30090	158	5	,	,	PUNCT
fbem-30090	158	6	y.	y.	PROPN
fbem-30090	158	7	,	,	PUNCT
fbem-30090	158	8	&	&	CCONJ
fbem-30090	158	9	he	he	PRON
fbem-30090	158	10	,	,	PUNCT
fbem-30090	158	11	p.	p.	NOUN
fbem-30090	158	12	(	(	PUNCT
fbem-30090	158	13	2024	2024	NUM
fbem-30090	158	14	)	)	PUNCT
fbem-30090	158	15	.	.	PUNCT
fbem-30090	159	1	enterprise	enterprise	NOUN
fbem-30090	159	2	digital	digital	ADJ
fbem-30090	159	3	transformation	transformation	NOUN
fbem-30090	159	4	,	,	PUNCT
fbem-30090	159	5	financial	financial	ADJ
fbem-30090	159	6	information	information	NOUN
fbem-30090	159	7	disclosure	disclosure	NOUN
fbem-30090	159	8	and	and	CCONJ
fbem-30090	159	9	innovation	innovation	NOUN
fbem-30090	159	10	efficiency	efficiency	NOUN
fbem-30090	159	11	.	.	PUNCT
fbem-30090	160	1	finance	finance	NOUN
fbem-30090	160	2	research	research	NOUN
fbem-30090	160	3	letters	letter	NOUN
fbem-30090	160	4	,	,	PUNCT
fbem-30090	160	5	59	59	NUM
fbem-30090	160	6	,	,	PUNCT
fbem-30090	160	7	104707	104707	NUM
fbem-30090	160	8	.	.	PUNCT
fbem-30090	161	1	[	[	X
fbem-30090	161	2	8	8	NUM
fbem-30090	161	3	]	]	SYM
fbem-30090	161	4	yang	yang	PROPN
fbem-30090	161	5	,	,	PUNCT
fbem-30090	161	6	j.	j.	PROPN
fbem-30090	161	7	y.	y.	PROPN
fbem-30090	161	8	,	,	PUNCT
fbem-30090	161	9	peng	peng	PROPN
fbem-30090	161	10	,	,	PUNCT
fbem-30090	161	11	q.	q.	PROPN
fbem-30090	161	12	p.	p.	PROPN
fbem-30090	161	13	,	,	PUNCT
fbem-30090	161	14	&	&	CCONJ
fbem-30090	161	15	ge	ge	PROPN
fbem-30090	161	16	,	,	PUNCT
fbem-30090	161	17	z.	z.	PROPN
fbem-30090	161	18	t.	t.	PROPN
fbem-30090	161	19	(	(	PUNCT
fbem-30090	161	20	2022	2022	NUM
fbem-30090	161	21	)	)	PUNCT
fbem-30090	161	22	.	.	PUNCT
fbem-30090	162	1	spillover	spillover	VERB
fbem-30090	162	2	effect	effect	NOUN
fbem-30090	162	3	of	of	ADP
fbem-30090	162	4	digital	digital	ADJ
fbem-30090	162	5	transformation	transformation	NOUN
fbem-30090	162	6	along	along	ADP
fbem-30090	162	7	the	the	DET
fbem-30090	162	8	supply	supply	NOUN
fbem-30090	162	9	chain	chain	NOUN
fbem-30090	162	10	:	:	PUNCT
fbem-30090	162	11	the	the	DET
fbem-30090	162	12	perspective	perspective	NOUN
fbem-30090	162	13	of	of	ADP
fbem-30090	162	14	supplier	supplier	NOUN
fbem-30090	162	15	innovation	innovation	NOUN
fbem-30090	162	16	.	.	PUNCT
fbem-30090	163	1	china	china	PROPN
fbem-30090	163	2	industrial	industrial	PROPN
fbem-30090	163	3	economics	economic	NOUN
fbem-30090	163	4	,	,	PUNCT
fbem-30090	163	5	8	8	NUM
fbem-30090	163	6	,	,	PUNCT
fbem-30090	163	7	156	156	NUM
fbem-30090	163	8	-	-	SYM
fbem-30090	163	9	174	174	NUM
fbem-30090	163	10	.	.	PUNCT
fbem-30090	164	1	[	[	X
fbem-30090	164	2	9	9	NUM
fbem-30090	164	3	]	]	SYM
fbem-30090	164	4	li	li	PROPN
fbem-30090	164	5	,	,	PUNCT
fbem-30090	164	6	y.	y.	PROPN
fbem-30090	164	7	,	,	PUNCT
fbem-30090	164	8	lan	lan	PROPN
fbem-30090	164	9	,	,	PUNCT
fbem-30090	164	10	q.	q.	PROPN
fbem-30090	164	11	,	,	PUNCT
fbem-30090	164	12	&	&	CCONJ
fbem-30090	164	13	wu	wu	PROPN
fbem-30090	164	14	,	,	PUNCT
fbem-30090	164	15	w.	w.	PROPN
fbem-30090	164	16	(	(	PUNCT
fbem-30090	164	17	2022	2022	NUM
fbem-30090	164	18	)	)	PUNCT
fbem-30090	164	19	.	.	PUNCT
fbem-30090	165	1	the	the	DET
fbem-30090	165	2	diffusion	diffusion	NOUN
fbem-30090	165	3	mechanism	mechanism	NOUN
fbem-30090	165	4	of	of	ADP
fbem-30090	165	5	corporate	corporate	ADJ
fbem-30090	165	6	customers	customer	NOUN
fbem-30090	165	7	’	'	PUNCT
fbem-30090	165	8	digital	digital	ADJ
fbem-30090	165	9	transformation	transformation	NOUN
fbem-30090	165	10	along	along	ADP
fbem-30090	165	11	the	the	DET
fbem-30090	165	12	supply	supply	NOUN
fbem-30090	165	13	chain	chain	NOUN
fbem-30090	165	14	.	.	PUNCT
fbem-30090	166	1	china	china	PROPN
fbem-30090	166	2	industrial	industrial	PROPN
fbem-30090	166	3	economics	economic	NOUN
fbem-30090	166	4	,	,	PUNCT
fbem-30090	166	5	12	12	NUM
fbem-30090	166	6	,	,	PUNCT
fbem-30090	166	7	146	146	NUM
fbem-30090	166	8	-	-	SYM
fbem-30090	166	9	165	165	NUM
fbem-30090	166	10	.	.	PUNCT
fbem-30090	167	1	[	[	X
fbem-30090	167	2	10	10	NUM
fbem-30090	167	3	]	]	X
fbem-30090	167	4	jiao	jiao	PROPN
fbem-30090	167	5	,	,	PUNCT
fbem-30090	167	6	w.	w.	PROPN
fbem-30090	167	7	a.	a.	PROPN
fbem-30090	167	8	n.	n.	PROPN
fbem-30090	167	9	g.	g.	PROPN
fbem-30090	167	10	,	,	PUNCT
fbem-30090	167	11	fanlin	fanlin	PROPN
fbem-30090	167	12	,	,	PUNCT
fbem-30090	167	13	w.	w.	PROPN
fbem-30090	167	14	a.	a.	PROPN
fbem-30090	167	15	n.	n.	PROPN
fbem-30090	167	16	g.	g.	PROPN
fbem-30090	167	17	,	,	PUNCT
fbem-30090	167	18	&	&	CCONJ
fbem-30090	167	19	yao	yao	PROPN
fbem-30090	167	20	,	,	PUNCT
fbem-30090	167	21	y.	y.	PROPN
fbem-30090	167	22	u.	u.	PROPN
fbem-30090	167	23	(	(	PUNCT
fbem-30090	167	24	2023	2023	NUM
fbem-30090	167	25	)	)	PUNCT
fbem-30090	167	26	.	.	PUNCT
fbem-30090	168	1	customer	customer	NOUN
fbem-30090	168	2	digital	digital	ADJ
fbem-30090	168	3	transformation	transformation	NOUN
fbem-30090	168	4	and	and	CCONJ
fbem-30090	168	5	total	total	ADJ
fbem-30090	168	6	factor	factor	NOUN
fbem-30090	168	7	productivity	productivity	NOUN
fbem-30090	168	8	of	of	ADP
fbem-30090	168	9	enterprises	enterprise	NOUN
fbem-30090	168	10	:	:	PUNCT
fbem-30090	168	11	an	an	DET
fbem-30090	168	12	analysis	analysis	NOUN
fbem-30090	168	13	from	from	ADP
fbem-30090	168	14	the	the	DET
fbem-30090	168	15	perspective	perspective	NOUN
fbem-30090	168	16	of	of	ADP
fbem-30090	168	17	technological	technological	ADJ
fbem-30090	168	18	progress	progress	NOUN
fbem-30090	168	19	and	and	CCONJ
fbem-30090	168	20	factor	factor	NOUN
fbem-30090	168	21	reset	reset	NOUN
fbem-30090	168	22	.	.	PUNCT
fbem-30090	169	1	[	[	X
fbem-30090	169	2	11	11	NUM
fbem-30090	169	3	]	]	SYM
fbem-30090	169	4	wu	wu	PROPN
fbem-30090	169	5	,	,	PUNCT
fbem-30090	169	6	f.	f.	PROPN
fbem-30090	169	7	,	,	PUNCT
fbem-30090	169	8	hu	hu	PROPN
fbem-30090	169	9	,	,	PUNCT
fbem-30090	169	10	h.	h.	PROPN
fbem-30090	169	11	,	,	PUNCT
fbem-30090	169	12	lin	lin	PROPN
fbem-30090	169	13	,	,	PUNCT
fbem-30090	169	14	h.	h.	PROPN
fbem-30090	169	15	,	,	PUNCT
fbem-30090	169	16	&	&	CCONJ
fbem-30090	169	17	ren	ren	PROPN
fbem-30090	169	18	,	,	PUNCT
fbem-30090	169	19	x.	x.	NOUN
fbem-30090	169	20	(	(	PUNCT
fbem-30090	169	21	2021	2021	NUM
fbem-30090	169	22	)	)	PUNCT
fbem-30090	169	23	.	.	PUNCT
fbem-30090	170	1	enterprise	enterprise	NOUN
fbem-30090	170	2	digital	digital	ADJ
fbem-30090	170	3	transformation	transformation	NOUN
fbem-30090	170	4	and	and	CCONJ
fbem-30090	170	5	capital	capital	NOUN
fbem-30090	170	6	market	market	NOUN
fbem-30090	170	7	performance	performance	NOUN
fbem-30090	170	8	:	:	PUNCT
fbem-30090	170	9	empirical	empirical	ADJ
fbem-30090	170	10	evidence	evidence	NOUN
fbem-30090	170	11	from	from	ADP
fbem-30090	170	12	stock	stock	NOUN
fbem-30090	170	13	liquidity	liquidity	NOUN
fbem-30090	170	14	.	.	PUNCT
fbem-30090	171	1	management	management	NOUN
fbem-30090	171	2	world	world	NOUN
fbem-30090	171	3	,	,	PUNCT
fbem-30090	171	4	37(7	37(7	NUM
fbem-30090	171	5	)	)	PUNCT
fbem-30090	171	6	,	,	PUNCT
fbem-30090	171	7	130144	130144	NUM
fbem-30090	171	8	.	.	PUNCT
fbem-30090	172	1	[	[	X
fbem-30090	172	2	12	12	NUM
fbem-30090	172	3	]	]	X
fbem-30090	172	4	xinsheng	xinsheng	PROPN
fbem-30090	172	5	,	,	PUNCT
fbem-30090	172	6	c.	c.	PROPN
fbem-30090	172	7	,	,	PUNCT
fbem-30090	172	8	haoxin	haoxin	PROPN
fbem-30090	172	9	,	,	PUNCT
fbem-30090	172	10	x.	x.	PROPN
fbem-30090	172	11	,	,	PUNCT
fbem-30090	172	12	&	&	CCONJ
fbem-30090	172	13	cheng	cheng	PROPN
fbem-30090	172	14	,	,	PUNCT
fbem-30090	172	15	z.	z.	PROPN
fbem-30090	172	16	(	(	PUNCT
fbem-30090	172	17	2023	2023	NUM
fbem-30090	172	18	)	)	PUNCT
fbem-30090	172	19	.	.	PUNCT
fbem-30090	173	1	how	how	SCONJ
fbem-30090	173	2	can	can	AUX
fbem-30090	173	3	performance	performance	VERB
fbem-30090	173	4	feedback	feedback	NOUN
fbem-30090	173	5	of	of	ADP
fbem-30090	173	6	technology	technology	NOUN
fbem-30090	173	7	enterprises	enterprise	NOUN
fbem-30090	173	8	affect	affect	VERB
fbem-30090	173	9	the	the	DET
fbem-30090	173	10	r&d	r&d	NOUN
fbem-30090	173	11	information	information	NOUN
fbem-30090	173	12	disclosure	disclosure	NOUN
fbem-30090	173	13	?	?	PUNCT
fbem-30090	173	14	.	.	PUNCT
fbem-30090	174	1	science	science	NOUN
fbem-30090	174	2	research	research	NOUN
fbem-30090	174	3	management	management	NOUN
fbem-30090	174	4	,	,	PUNCT
fbem-30090	174	5	44(4	44(4	NOUN
fbem-30090	174	6	)	)	PUNCT
fbem-30090	174	7	,	,	PUNCT
fbem-30090	174	8	103	103	NUM
fbem-30090	174	9	.	.	PUNCT
fbem-30090	175	1	[	[	X
fbem-30090	175	2	13	13	NUM
fbem-30090	175	3	]	]	SYM
fbem-30090	175	4	li	li	PROPN
fbem-30090	175	5	,	,	PUNCT
fbem-30090	175	6	g.	g.	PROPN
fbem-30090	175	7	,	,	PUNCT
fbem-30090	175	8	xue	xue	PROPN
fbem-30090	175	9	,	,	PUNCT
fbem-30090	175	10	q.	q.	PROPN
fbem-30090	175	11	,	,	PUNCT
fbem-30090	175	12	&	&	CCONJ
fbem-30090	175	13	qin	qin	PROPN
fbem-30090	175	14	,	,	PUNCT
fbem-30090	175	15	j.	j.	PROPN
fbem-30090	175	16	(	(	PUNCT
fbem-30090	175	17	2022	2022	NUM
fbem-30090	175	18	)	)	PUNCT
fbem-30090	175	19	.	.	PUNCT
fbem-30090	176	1	environmental	environmental	ADJ
fbem-30090	176	2	information	information	NOUN
fbem-30090	176	3	disclosure	disclosure	NOUN
fbem-30090	176	4	and	and	CCONJ
fbem-30090	176	5	green	green	ADJ
fbem-30090	176	6	technology	technology	NOUN
fbem-30090	176	7	innovation	innovation	NOUN
fbem-30090	176	8	:	:	PUNCT
fbem-30090	176	9	empirical	empirical	ADJ
fbem-30090	176	10	evidence	evidence	NOUN
fbem-30090	176	11	from	from	ADP
fbem-30090	176	12	china	china	PROPN
fbem-30090	176	13	.	.	PUNCT
fbem-30090	177	1	technological	technological	ADJ
fbem-30090	177	2	forecasting	forecasting	NOUN
fbem-30090	177	3	and	and	CCONJ
fbem-30090	177	4	social	social	ADJ
fbem-30090	177	5	change	change	NOUN
fbem-30090	177	6	,	,	PUNCT
fbem-30090	177	7	176	176	NUM
fbem-30090	177	8	,	,	PUNCT
fbem-30090	177	9	121453	121453	NUM
fbem-30090	177	10	.	.	PUNCT
fbem-30090	178	1	[	[	X
fbem-30090	178	2	14	14	NUM
fbem-30090	178	3	]	]	X
fbem-30090	178	4	wang	wang	PROPN
fbem-30090	178	5	,	,	PUNCT
fbem-30090	178	6	x.	x.	PROPN
fbem-30090	178	7	,	,	PUNCT
fbem-30090	178	8	&	&	CCONJ
fbem-30090	178	9	chu	chu	PROPN
fbem-30090	178	10	,	,	PUNCT
fbem-30090	178	11	x.	x.	NOUN
fbem-30090	178	12	(	(	PUNCT
fbem-30090	178	13	2022	2022	NUM
fbem-30090	178	14	)	)	PUNCT
fbem-30090	178	15	.	.	PUNCT
fbem-30090	179	1	research	research	NOUN
fbem-30090	179	2	on	on	ADP
fbem-30090	179	3	the	the	DET
fbem-30090	179	4	peer	peer	NOUN
fbem-30090	179	5	group	group	NOUN
fbem-30090	179	6	effect	effect	NOUN
fbem-30090	179	7	of	of	ADP
fbem-30090	179	8	green	green	ADJ
fbem-30090	179	9	technology	technology	NOUN
fbem-30090	179	10	innovation	innovation	NOUN
fbem-30090	179	11	in	in	ADP
fbem-30090	179	12	manufacturing	manufacturing	NOUN
fbem-30090	179	13	enterprises	enterprise	NOUN
fbem-30090	179	14	:	:	PUNCT
fbem-30090	179	15	reference	reference	NOUN
fbem-30090	179	16	function	function	NOUN
fbem-30090	179	17	based	base	VERB
fbem-30090	179	18	on	on	ADP
fbem-30090	179	19	multi	multi	ADJ
fbem-30090	179	20	-	-	ADJ
fbem-30090	179	21	level	level	ADJ
fbem-30090	179	22	situation	situation	NOUN
fbem-30090	179	23	.	.	PUNCT
fbem-30090	180	1	nankai	nankai	PROPN
fbem-30090	180	2	business	business	PROPN
fbem-30090	180	3	review	review	PROPN
fbem-30090	180	4	,	,	PUNCT
fbem-30090	180	5	25(02	25(02	PROPN
fbem-30090	180	6	)	)	PUNCT
fbem-30090	180	7	,	,	PUNCT
fbem-30090	180	8	68	68	NUM
fbem-30090	180	9	-	-	SYM
fbem-30090	180	10	81	81	NUM
fbem-30090	180	11	.	.	PUNCT
fbem-30090	181	1	[	[	X
fbem-30090	181	2	15	15	NUM
fbem-30090	181	3	]	]	X
fbem-30090	181	4	du	du	X
fbem-30090	181	5	,	,	PUNCT
fbem-30090	181	6	c.	c.	PROPN
fbem-30090	181	7	,	,	PUNCT
fbem-30090	181	8	&	&	CCONJ
fbem-30090	181	9	zhang	zhang	PROPN
fbem-30090	181	10	,	,	PUNCT
fbem-30090	181	11	q.	q.	PROPN
fbem-30090	181	12	(	(	PUNCT
fbem-30090	181	13	2022	2022	NUM
fbem-30090	181	14	)	)	PUNCT
fbem-30090	181	15	.	.	PUNCT
fbem-30090	182	1	supply	supply	NOUN
fbem-30090	182	2	network	network	NOUN
fbem-30090	182	3	position	position	NOUN
fbem-30090	182	4	,	,	PUNCT
fbem-30090	182	5	digital	digital	ADJ
fbem-30090	182	6	transformation	transformation	NOUN
fbem-30090	182	7	and	and	CCONJ
fbem-30090	182	8	innovation	innovation	NOUN
fbem-30090	182	9	performance	performance	NOUN
fbem-30090	182	10	:	:	PUNCT
fbem-30090	182	11	evidence	evidence	NOUN
fbem-30090	182	12	from	from	ADP
fbem-30090	182	13	listed	list	VERB
fbem-30090	182	14	chinese	chinese	ADJ
fbem-30090	182	15	manufacturing	manufacturing	NOUN
fbem-30090	182	16	firms	firm	NOUN
fbem-30090	182	17	.	.	PUNCT
fbem-30090	183	1	plos	plos	PROPN
fbem-30090	183	2	one	one	NUM
fbem-30090	183	3	,	,	PUNCT
fbem-30090	183	4	17(12	17(12	NUM
fbem-30090	183	5	)	)	PUNCT
fbem-30090	183	6	,	,	PUNCT
fbem-30090	183	7	e0279133	e0279133	PROPN
fbem-30090	183	8	.	.	PUNCT
fbem-30090	184	1	[	[	X
fbem-30090	184	2	16	16	NUM
fbem-30090	184	3	]	]	X
fbem-30090	184	4	lu	lu	PROPN
fbem-30090	184	5	,	,	PUNCT
fbem-30090	184	6	y.	y.	PROPN
fbem-30090	184	7	,	,	PUNCT
fbem-30090	184	8	xu	xu	PROPN
fbem-30090	184	9	,	,	PUNCT
fbem-30090	184	10	c.	c.	PROPN
fbem-30090	184	11	,	,	PUNCT
fbem-30090	184	12	zhu	zhu	PROPN
fbem-30090	184	13	,	,	PUNCT
fbem-30090	184	14	b.	b.	PROPN
fbem-30090	184	15	,	,	PUNCT
fbem-30090	184	16	&	&	CCONJ
fbem-30090	184	17	sun	sun	PROPN
fbem-30090	184	18	,	,	PUNCT
fbem-30090	184	19	y.	y.	PROPN
fbem-30090	184	20	(	(	PUNCT
fbem-30090	184	21	2024	2024	NUM
fbem-30090	184	22	)	)	PUNCT
fbem-30090	184	23	.	.	PUNCT
fbem-30090	185	1	digitalization	digitalization	NOUN
fbem-30090	185	2	transformation	transformation	NOUN
fbem-30090	185	3	and	and	CCONJ
fbem-30090	185	4	esg	esg	NOUN
fbem-30090	185	5	performance	performance	NOUN
fbem-30090	185	6	:	:	PUNCT
fbem-30090	185	7	evidence	evidence	NOUN
fbem-30090	185	8	from	from	ADP
fbem-30090	185	9	china	china	PROPN
fbem-30090	185	10	.	.	PUNCT
fbem-30090	186	1	business	business	NOUN
fbem-30090	186	2	strategy	strategy	NOUN
fbem-30090	186	3	and	and	CCONJ
fbem-30090	186	4	the	the	DET
fbem-30090	186	5	environment	environment	NOUN
fbem-30090	186	6	,	,	PUNCT
fbem-30090	186	7	33(2	33(2	NUM
fbem-30090	186	8	)	)	PUNCT
fbem-30090	186	9	,	,	PUNCT
fbem-30090	186	10	352	352	NUM
fbem-30090	186	11	-	-	SYM
fbem-30090	186	12	368	368	NUM
fbem-30090	186	13	.	.	PUNCT
fbem-30090	187	1	[	[	X
fbem-30090	187	2	17	17	NUM
fbem-30090	187	3	]	]	SYM
fbem-30090	187	4	li	li	PROPN
fbem-30090	187	5	,	,	PUNCT
fbem-30090	187	6	q.	q.	PROPN
fbem-30090	187	7	y.	y.	PROPN
fbem-30090	187	8	,	,	PUNCT
fbem-30090	187	9	li	li	PROPN
fbem-30090	187	10	,	,	PUNCT
fbem-30090	187	11	y.	y.	PROPN
fbem-30090	187	12	,	,	PUNCT
fbem-30090	187	13	zhang	zhang	PROPN
fbem-30090	187	14	,	,	PUNCT
fbem-30090	187	15	y.	y.	PROPN
fbem-30090	187	16	s.	s.	PROPN
fbem-30090	187	17	n.	n.	PROPN
fbem-30090	187	18	,	,	PUNCT
fbem-30090	187	19	&	&	CCONJ
fbem-30090	187	20	zheng	zheng	PROPN
fbem-30090	187	21	,	,	PUNCT
fbem-30090	187	22	h.	h.	PROPN
fbem-30090	187	23	t.	t.	PROPN
fbem-30090	187	24	(	(	PUNCT
fbem-30090	187	25	2023	2023	NUM
fbem-30090	187	26	)	)	PUNCT
fbem-30090	187	27	.	.	PUNCT
fbem-30090	188	1	information	information	NOUN
fbem-30090	188	2	spillover	spillover	VERB
fbem-30090	188	3	of	of	ADP
fbem-30090	188	4	enterprise	enterprise	NOUN
fbem-30090	188	5	digital	digital	ADJ
fbem-30090	188	6	transformation	transformation	NOUN
fbem-30090	188	7	:	:	PUNCT
fbem-30090	188	8	evidence	evidence	NOUN
fbem-30090	188	9	from	from	ADP
fbem-30090	188	10	supply	supply	NOUN
fbem-30090	188	11	chain	chain	NOUN
fbem-30090	188	12	.	.	PUNCT
fbem-30090	189	1	china	china	PROPN
fbem-30090	189	2	industrial	industrial	PROPN
fbem-30090	189	3	economics	economic	NOUN
fbem-30090	189	4	,	,	PUNCT
fbem-30090	189	5	7	7	NUM
fbem-30090	189	6	,	,	PUNCT
fbem-30090	189	7	142	142	NUM
fbem-30090	189	8	-	-	SYM
fbem-30090	189	9	159	159	NUM
fbem-30090	189	10	.	.	PUNCT
fbem-30090	190	1	[	[	X
fbem-30090	190	2	18	18	NUM
fbem-30090	190	3	]	]	SYM
fbem-30090	190	4	li	li	PROPN
fbem-30090	190	5	,	,	PUNCT
fbem-30090	190	6	s.	s.	PROPN
fbem-30090	190	7	,	,	PUNCT
fbem-30090	190	8	wu	wu	PROPN
fbem-30090	190	9	,	,	PUNCT
fbem-30090	190	10	m.	m.	NOUN
fbem-30090	190	11	,	,	PUNCT
fbem-30090	190	12	&	&	CCONJ
fbem-30090	190	13	zhu	zhu	PROPN
fbem-30090	190	14	,	,	PUNCT
fbem-30090	190	15	m.	m.	NOUN
fbem-30090	190	16	(	(	PUNCT
fbem-30090	190	17	2022	2022	NUM
fbem-30090	190	18	)	)	PUNCT
fbem-30090	190	19	.	.	PUNCT
fbem-30090	191	1	what	what	PRON
fbem-30090	191	2	's	be	AUX
fbem-30090	191	3	in	in	ADP
fbem-30090	191	4	it	it	PRON
fbem-30090	191	5	for	for	ADP
fbem-30090	191	6	me	i	PRON
fbem-30090	191	7	?	?	PUNCT
fbem-30090	192	1	the	the	DET
fbem-30090	192	2	occurrence	occurrence	NOUN
fbem-30090	192	3	of	of	ADP
fbem-30090	192	4	supplier	supplier	NOUN
fbem-30090	192	5	innovation	innovation	NOUN
fbem-30090	192	6	contribution	contribution	NOUN
fbem-30090	192	7	in	in	ADP
fbem-30090	192	8	the	the	DET
fbem-30090	192	9	context	context	NOUN
fbem-30090	192	10	of	of	ADP
fbem-30090	192	11	supplier	supplier	NOUN
fbem-30090	192	12	-	-	PUNCT
fbem-30090	192	13	dominant	dominant	NOUN
fbem-30090	192	14	innovation	innovation	NOUN
fbem-30090	192	15	:	:	PUNCT
fbem-30090	192	16	the	the	DET
fbem-30090	192	17	supplier	supplier	NOUN
fbem-30090	192	18	's	's	PART
fbem-30090	192	19	perspective	perspective	NOUN
fbem-30090	192	20	.	.	PUNCT
fbem-30090	193	1	industrial	industrial	ADJ
fbem-30090	193	2	marketing	marketing	NOUN
fbem-30090	193	3	management	management	NOUN
fbem-30090	193	4	,	,	PUNCT
fbem-30090	193	5	104	104	NUM
fbem-30090	193	6	,	,	PUNCT
fbem-30090	193	7	182	182	NUM
fbem-30090	193	8	-	-	SYM
fbem-30090	193	9	195	195	NUM
fbem-30090	193	10	.	.	PUNCT
fbem-30090	194	1	[	[	X
fbem-30090	194	2	19	19	NUM
fbem-30090	194	3	]	]	SYM
fbem-30090	194	4	yenipazarli	yenipazarli	PROPN
fbem-30090	194	5	,	,	PUNCT
fbem-30090	194	6	a.	a.	PROPN
fbem-30090	194	7	(	(	PUNCT
fbem-30090	194	8	2017	2017	NUM
fbem-30090	194	9	)	)	PUNCT
fbem-30090	194	10	.	.	PUNCT
fbem-30090	195	1	to	to	PART
fbem-30090	195	2	collaborate	collaborate	VERB
fbem-30090	195	3	or	or	CCONJ
fbem-30090	195	4	not	not	PART
fbem-30090	195	5	to	to	PART
fbem-30090	195	6	collaborate	collaborate	VERB
fbem-30090	195	7	:	:	PUNCT
fbem-30090	195	8	prompting	prompt	VERB
fbem-30090	195	9	upstream	upstream	ADJ
fbem-30090	195	10	eco	eco	NOUN
fbem-30090	195	11	-	-	PUNCT
fbem-30090	195	12	efficient	efficient	ADJ
fbem-30090	195	13	innovation	innovation	NOUN
fbem-30090	195	14	in	in	ADP
fbem-30090	195	15	a	a	DET
fbem-30090	195	16	supply	supply	NOUN
fbem-30090	195	17	chain	chain	NOUN
fbem-30090	195	18	.	.	PUNCT
fbem-30090	196	1	european	european	PROPN
fbem-30090	196	2	journal	journal	PROPN
fbem-30090	196	3	of	of	ADP
fbem-30090	196	4	operational	operational	ADJ
fbem-30090	196	5	research	research	NOUN
fbem-30090	196	6	,	,	PUNCT
fbem-30090	196	7	260(2	260(2	NUM
fbem-30090	196	8	)	)	PUNCT
fbem-30090	196	9	,	,	PUNCT
fbem-30090	196	10	571	571	NUM
fbem-30090	196	11	-	-	SYM
fbem-30090	196	12	587	587	NUM
fbem-30090	196	13	.	.	PUNCT
fbem-30090	197	1	[	[	X
fbem-30090	197	2	20	20	NUM
fbem-30090	197	3	]	]	X
fbem-30090	197	4	chen	chen	PROPN
fbem-30090	197	5	,	,	PUNCT
fbem-30090	197	6	q.	q.	PROPN
fbem-30090	197	7	j.	j.	PROPN
fbem-30090	197	8	,	,	PUNCT
fbem-30090	197	9	wang	wang	PROPN
fbem-30090	197	10	,	,	PUNCT
fbem-30090	197	11	y.	y.	PROPN
fbem-30090	197	12	m.	m.	PROPN
fbem-30090	197	13	,	,	PUNCT
fbem-30090	197	14	&	&	CCONJ
fbem-30090	197	15	wan	wan	PROPN
fbem-30090	197	16	,	,	PUNCT
fbem-30090	197	17	m.	m.	PROPN
fbem-30090	197	18	f.	f.	PROPN
fbem-30090	197	19	(	(	PUNCT
fbem-30090	197	20	2021	2021	NUM
fbem-30090	197	21	)	)	PUNCT
fbem-30090	197	22	.	.	PUNCT
fbem-30090	198	1	research	research	NOUN
fbem-30090	198	2	on	on	ADP
fbem-30090	198	3	peer	peer	NOUN
fbem-30090	198	4	effect	effect	NOUN
fbem-30090	198	5	of	of	ADP
fbem-30090	198	6	enterprise	enterprise	NOUN
fbem-30090	198	7	digital	digital	ADJ
fbem-30090	198	8	transformation	transformation	NOUN
fbem-30090	198	9	and	and	CCONJ
fbem-30090	198	10	influencing	influence	VERB
fbem-30090	198	11	factors	factor	NOUN
fbem-30090	198	12	.	.	PUNCT
fbem-30090	199	1	chinese	chinese	ADJ
fbem-30090	199	2	journal	journal	PROPN
fbem-30090	199	3	of	of	ADP
fbem-30090	199	4	management	management	NOUN
fbem-30090	199	5	,	,	PUNCT
fbem-30090	199	6	18(5	18(5	NUM
fbem-30090	199	7	)	)	PUNCT
fbem-30090	199	8	,	,	PUNCT
fbem-30090	199	9	653	653	NUM
fbem-30090	199	10	-	-	SYM
fbem-30090	199	11	663	663	NUM
fbem-30090	199	12	.	.	PUNCT
fbem-30090	200	1	[	[	X
fbem-30090	200	2	21	21	NUM
fbem-30090	200	3	]	]	SYM
fbem-30090	200	4	lyytinen	lyytinen	NOUN
fbem-30090	200	5	,	,	PUNCT
fbem-30090	200	6	k.	k.	PROPN
fbem-30090	200	7	,	,	PUNCT
fbem-30090	200	8	yoo	yoo	PROPN
fbem-30090	200	9	,	,	PUNCT
fbem-30090	200	10	y.	y.	PROPN
fbem-30090	200	11	,	,	PUNCT
fbem-30090	200	12	&	&	CCONJ
fbem-30090	200	13	boland	boland	PROPN
fbem-30090	200	14	jr	jr	PROPN
fbem-30090	200	15	,	,	PUNCT
fbem-30090	200	16	r.	r.	PROPN
fbem-30090	200	17	j.	j.	PROPN
fbem-30090	200	18	(	(	PUNCT
fbem-30090	200	19	2016	2016	NUM
fbem-30090	200	20	)	)	PUNCT
fbem-30090	200	21	.	.	PUNCT
fbem-30090	201	1	digital	digital	ADJ
fbem-30090	201	2	product	product	NOUN
fbem-30090	201	3	innovation	innovation	NOUN
fbem-30090	201	4	within	within	ADP
fbem-30090	201	5	four	four	NUM
fbem-30090	201	6	classes	class	NOUN
fbem-30090	201	7	of	of	ADP
fbem-30090	201	8	innovation	innovation	NOUN
fbem-30090	201	9	networks	network	NOUN
fbem-30090	201	10	.	.	PUNCT
fbem-30090	202	1	information	information	NOUN
fbem-30090	202	2	systems	system	NOUN
fbem-30090	202	3	journal	journal	PROPN
fbem-30090	202	4	,	,	PUNCT
fbem-30090	202	5	26(1	26(1	NUM
fbem-30090	202	6	)	)	PUNCT
fbem-30090	202	7	,	,	PUNCT
fbem-30090	202	8	47	47	NUM
fbem-30090	202	9	-	-	SYM
fbem-30090	202	10	75	75	NUM
fbem-30090	202	11	.	.	PUNCT
fbem-30090	203	1	[	[	X
fbem-30090	203	2	22	22	NUM
fbem-30090	203	3	]	]	PUNCT
fbem-30090	203	4	lewbel	lewbel	NOUN
fbem-30090	203	5	,	,	PUNCT
fbem-30090	203	6	a.	a.	NOUN
fbem-30090	203	7	(	(	PUNCT
fbem-30090	203	8	1997	1997	NUM
fbem-30090	203	9	)	)	PUNCT
fbem-30090	203	10	.	.	PUNCT
fbem-30090	204	1	constructing	construct	VERB
fbem-30090	204	2	instruments	instrument	NOUN
fbem-30090	204	3	for	for	ADP
fbem-30090	204	4	regressions	regression	NOUN
fbem-30090	204	5	with	with	ADP
fbem-30090	204	6	measurement	measurement	NOUN
fbem-30090	204	7	error	error	NOUN
fbem-30090	204	8	when	when	SCONJ
fbem-30090	204	9	no	no	DET
fbem-30090	204	10	additional	additional	ADJ
fbem-30090	204	11	data	datum	NOUN
fbem-30090	204	12	are	be	AUX
fbem-30090	204	13	available	available	ADJ
fbem-30090	204	14	,	,	PUNCT
fbem-30090	204	15	with	with	ADP
fbem-30090	204	16	an	an	DET
fbem-30090	204	17	application	application	NOUN
fbem-30090	204	18	to	to	ADP
fbem-30090	204	19	patents	patent	NOUN
fbem-30090	204	20	and	and	CCONJ
fbem-30090	204	21	r&d	r&d	NOUN
fbem-30090	204	22	.	.	PUNCT
fbem-30090	205	1	econometrica	econometrica	PROPN
fbem-30090	205	2	:	:	PUNCT
fbem-30090	205	3	journal	journal	NOUN
fbem-30090	205	4	of	of	ADP
fbem-30090	205	5	the	the	DET
fbem-30090	205	6	econometric	econometric	ADJ
fbem-30090	205	7	society	society	NOUN
fbem-30090	205	8	,	,	PUNCT
fbem-30090	205	9	1201	1201	NUM
fbem-30090	205	10	-	-	SYM
fbem-30090	205	11	1213	1213	NUM
fbem-30090	205	12	.	.	PUNCT