id	sid	tid	token	lemma	pos
fbem-26815	1	1	frontiers	frontier	NOUN
fbem-26815	1	2	in	in	ADP
fbem-26815	1	3	business	business	NOUN
fbem-26815	1	4	,	,	PUNCT
fbem-26815	1	5	economics	economic	NOUN
fbem-26815	1	6	and	and	CCONJ
fbem-26815	1	7	management	management	NOUN
fbem-26815	1	8	issn	issn	PROPN
fbem-26815	1	9	:	:	PUNCT
fbem-26815	1	10	2766	2766	NUM
fbem-26815	1	11	-	-	PUNCT
fbem-26815	1	12	824x	824x	NUM
fbem-26815	1	13	|	|	ADJ
fbem-26815	1	14	vol	vol	NOUN
fbem-26815	1	15	.	.	PROPN
fbem-26815	1	16	17	17	NUM
fbem-26815	1	17	,	,	PUNCT
fbem-26815	1	18	no	no	INTJ
fbem-26815	1	19	.	.	NOUN
fbem-26815	1	20	1	1	NUM
fbem-26815	1	21	,	,	PUNCT
fbem-26815	1	22	2024	2024	NUM
fbem-26815	1	23	100	100	NUM
fbem-26815	1	24	research	research	NOUN
fbem-26815	1	25	on	on	ADP
fbem-26815	1	26	the	the	DET
fbem-26815	1	27	impact	impact	NOUN
fbem-26815	1	28	of	of	ADP
fbem-26815	1	29	digital	digital	ADJ
fbem-26815	1	30	transformation	transformation	NOUN
fbem-26815	1	31	on	on	ADP
fbem-26815	1	32	innovation	innovation	NOUN
fbem-26815	1	33	performance	performance	NOUN
fbem-26815	1	34	in	in	ADP
fbem-26815	1	35	manufacturing	manufacturing	NOUN
fbem-26815	1	36	enterprises	enterprise	NOUN
fbem-26815	1	37	yijun	yijun	PROPN
fbem-26815	1	38	lai	lai	PROPN
fbem-26815	1	39	school	school	PROPN
fbem-26815	1	40	of	of	ADP
fbem-26815	1	41	finance	finance	NOUN
fbem-26815	1	42	and	and	CCONJ
fbem-26815	1	43	law	law	PROPN
fbem-26815	1	44	guilin	guilin	PROPN
fbem-26815	1	45	university	university	PROPN
fbem-26815	1	46	,	,	PUNCT
fbem-26815	1	47	guilin	guilin	PROPN
fbem-26815	1	48	,	,	PUNCT
fbem-26815	1	49	china	china	PROPN
fbem-26815	1	50	abstract	abstract	PROPN
fbem-26815	1	51	:	:	PUNCT
fbem-26815	1	52	a	a	DET
fbem-26815	1	53	key	key	ADJ
fbem-26815	1	54	route	route	NOUN
fbem-26815	1	55	for	for	ADP
fbem-26815	1	56	manufacturing	manufacturing	NOUN
fbem-26815	1	57	organizations	organization	NOUN
fbem-26815	1	58	to	to	PART
fbem-26815	1	59	reach	reach	VERB
fbem-26815	1	60	innovation	innovation	NOUN
fbem-26815	1	61	is	be	AUX
fbem-26815	1	62	using	use	VERB
fbem-26815	1	63	digital	digital	ADJ
fbem-26815	1	64	transformation	transformation	NOUN
fbem-26815	1	65	.	.	PUNCT
fbem-26815	2	1	this	this	DET
fbem-26815	2	2	essay	essay	NOUN
fbem-26815	2	3	performs	perform	VERB
fbem-26815	2	4	regional	regional	ADJ
fbem-26815	2	5	heterogeneity	heterogeneity	NOUN
fbem-26815	2	6	analysis	analysis	NOUN
fbem-26815	2	7	and	and	CCONJ
fbem-26815	2	8	empirically	empirically	ADV
fbem-26815	2	9	tests	test	VERB
fbem-26815	2	10	the	the	DET
fbem-26815	2	11	degree	degree	NOUN
fbem-26815	2	12	of	of	ADP
fbem-26815	2	13	digital	digital	ADJ
fbem-26815	2	14	transformation	transformation	NOUN
fbem-26815	2	15	of	of	ADP
fbem-26815	2	16	manufacturing	manufacture	VERB
fbem-26815	2	17	companies	company	NOUN
fbem-26815	2	18	on	on	ADP
fbem-26815	2	19	innovation	innovation	NOUN
fbem-26815	2	20	performance	performance	NOUN
fbem-26815	2	21	using	use	VERB
fbem-26815	2	22	about	about	ADV
fbem-26815	2	23	2,000	2,000	NUM
fbem-26815	2	24	listed	list	VERB
fbem-26815	2	25	manufacturing	manufacturing	NOUN
fbem-26815	2	26	companies	company	NOUN
fbem-26815	2	27	in	in	ADP
fbem-26815	2	28	china	china	PROPN
fbem-26815	2	29	's	's	PART
fbem-26815	2	30	a	a	PRON
fbem-26815	2	31	-	-	PUNCT
fbem-26815	2	32	shares	share	NOUN
fbem-26815	2	33	from	from	ADP
fbem-26815	2	34	2008	2008	NUM
fbem-26815	2	35	to	to	ADP
fbem-26815	2	36	2023	2023	NUM
fbem-26815	2	37	.	.	PUNCT
fbem-26815	3	1	the	the	DET
fbem-26815	3	2	study	study	NOUN
fbem-26815	3	3	revealed	reveal	VERB
fbem-26815	3	4	that	that	SCONJ
fbem-26815	3	5	the	the	DET
fbem-26815	3	6	performance	performance	NOUN
fbem-26815	3	7	of	of	ADP
fbem-26815	3	8	innovation	innovation	NOUN
fbem-26815	3	9	in	in	ADP
fbem-26815	3	10	manufacturing	manufacture	VERB
fbem-26815	3	11	companies	company	NOUN
fbem-26815	3	12	is	be	AUX
fbem-26815	3	13	much	much	ADV
fbem-26815	3	14	improved	improve	VERB
fbem-26815	3	15	by	by	ADP
fbem-26815	3	16	digital	digital	ADJ
fbem-26815	3	17	transformation	transformation	NOUN
fbem-26815	3	18	,	,	PUNCT
fbem-26815	3	19	rather	rather	ADV
fbem-26815	3	20	favorably	favorably	ADV
fbem-26815	3	21	.	.	PUNCT
fbem-26815	4	1	the	the	DET
fbem-26815	4	2	eastern	eastern	ADJ
fbem-26815	4	3	and	and	CCONJ
fbem-26815	4	4	southern	southern	ADJ
fbem-26815	4	5	parts	part	NOUN
fbem-26815	4	6	of	of	ADP
fbem-26815	4	7	china	china	PROPN
fbem-26815	4	8	have	have	VERB
fbem-26815	4	9	more	more	ADV
fbem-26815	4	10	notable	notable	ADJ
fbem-26815	4	11	positive	positive	ADJ
fbem-26815	4	12	influence	influence	NOUN
fbem-26815	4	13	than	than	ADP
fbem-26815	4	14	the	the	DET
fbem-26815	4	15	center	center	NOUN
fbem-26815	4	16	area	area	NOUN
fbem-26815	4	17	.	.	PUNCT
fbem-26815	5	1	at	at	ADP
fbem-26815	5	2	last	last	ADJ
fbem-26815	5	3	,	,	PUNCT
fbem-26815	5	4	depending	depend	VERB
fbem-26815	5	5	on	on	ADP
fbem-26815	5	6	the	the	DET
fbem-26815	5	7	findings	finding	NOUN
fbem-26815	5	8	of	of	ADP
fbem-26815	5	9	the	the	DET
fbem-26815	5	10	studies	study	NOUN
fbem-26815	5	11	,	,	PUNCT
fbem-26815	5	12	pertinent	pertinent	ADJ
fbem-26815	5	13	suggestions	suggestion	NOUN
fbem-26815	5	14	are	be	AUX
fbem-26815	5	15	offered	offer	VERB
fbem-26815	5	16	by	by	ADP
fbem-26815	5	17	the	the	DET
fbem-26815	5	18	government	government	NOUN
fbem-26815	5	19	as	as	ADV
fbem-26815	5	20	well	well	ADV
fbem-26815	5	21	as	as	ADP
fbem-26815	5	22	the	the	DET
fbem-26815	5	23	business	business	NOUN
fbem-26815	5	24	.	.	PUNCT
fbem-26815	6	1	keywords	keyword	NOUN
fbem-26815	6	2	:	:	PUNCT
fbem-26815	6	3	digital	digital	ADJ
fbem-26815	6	4	transformation	transformation	NOUN
fbem-26815	6	5	,	,	PUNCT
fbem-26815	6	6	enterprise	enterprise	NOUN
fbem-26815	6	7	innovation	innovation	NOUN
fbem-26815	6	8	performance	performance	NOUN
fbem-26815	6	9	,	,	PUNCT
fbem-26815	6	10	manufacturing	manufacturing	NOUN
fbem-26815	6	11	.	.	PUNCT
fbem-26815	7	1	1	1	X
fbem-26815	7	2	.	.	X
fbem-26815	7	3	introduction	introduction	NOUN
fbem-26815	7	4	in	in	ADP
fbem-26815	7	5	the	the	DET
fbem-26815	7	6	digital	digital	ADJ
fbem-26815	7	7	age	age	NOUN
fbem-26815	7	8	,	,	PUNCT
fbem-26815	7	9	the	the	DET
fbem-26815	7	10	digital	digital	ADJ
fbem-26815	7	11	system	system	NOUN
fbem-26815	7	12	built	build	VERB
fbem-26815	7	13	on	on	ADP
fbem-26815	7	14	the	the	DET
fbem-26815	7	15	basis	basis	NOUN
fbem-26815	7	16	of	of	ADP
fbem-26815	7	17	information	information	NOUN
fbem-26815	7	18	technology	technology	NOUN
fbem-26815	7	19	has	have	AUX
fbem-26815	7	20	generated	generate	VERB
fbem-26815	7	21	great	great	ADJ
fbem-26815	7	22	application	application	NOUN
fbem-26815	7	23	value	value	NOUN
fbem-26815	7	24	in	in	ADP
fbem-26815	7	25	all	all	DET
fbem-26815	7	26	walks	walk	NOUN
fbem-26815	7	27	of	of	ADP
fbem-26815	7	28	life	life	NOUN
fbem-26815	7	29	.	.	PUNCT
fbem-26815	8	1	at	at	ADP
fbem-26815	8	2	the	the	DET
fbem-26815	8	3	same	same	ADJ
fbem-26815	8	4	time	time	NOUN
fbem-26815	8	5	,	,	PUNCT
fbem-26815	8	6	driven	drive	VERB
fbem-26815	8	7	by	by	ADP
fbem-26815	8	8	national	national	ADJ
fbem-26815	8	9	policies	policy	NOUN
fbem-26815	8	10	and	and	CCONJ
fbem-26815	8	11	industrial	industrial	ADJ
fbem-26815	8	12	development	development	NOUN
fbem-26815	8	13	,	,	PUNCT
fbem-26815	8	14	manufacturing	manufacturing	NOUN
fbem-26815	8	15	enterprises	enterprise	NOUN
fbem-26815	8	16	are	be	AUX
fbem-26815	8	17	facing	face	VERB
fbem-26815	8	18	a	a	DET
fbem-26815	8	19	new	new	ADJ
fbem-26815	8	20	wave	wave	NOUN
fbem-26815	8	21	of	of	ADP
fbem-26815	8	22	digital	digital	ADJ
fbem-26815	8	23	development	development	NOUN
fbem-26815	8	24	and	and	CCONJ
fbem-26815	8	25	innovation	innovation	NOUN
fbem-26815	8	26	.	.	PUNCT
fbem-26815	9	1	introducing	introduce	VERB
fbem-26815	9	2	information	information	NOUN
fbem-26815	9	3	technology	technology	NOUN
fbem-26815	9	4	and	and	CCONJ
fbem-26815	9	5	digital	digital	ADJ
fbem-26815	9	6	technology	technology	NOUN
fbem-26815	9	7	into	into	ADP
fbem-26815	9	8	the	the	DET
fbem-26815	9	9	manufacturing	manufacturing	NOUN
fbem-26815	9	10	production	production	NOUN
fbem-26815	9	11	chain	chain	NOUN
fbem-26815	9	12	to	to	PART
fbem-26815	9	13	upgrade	upgrade	VERB
fbem-26815	9	14	the	the	DET
fbem-26815	9	15	technical	technical	ADJ
fbem-26815	9	16	system	system	NOUN
fbem-26815	9	17	and	and	CCONJ
fbem-26815	9	18	innovate	innovate	VERB
fbem-26815	9	19	the	the	DET
fbem-26815	9	20	management	management	NOUN
fbem-26815	9	21	model	model	NOUN
fbem-26815	9	22	can	can	AUX
fbem-26815	9	23	create	create	VERB
fbem-26815	9	24	new	new	ADJ
fbem-26815	9	25	benefits	benefit	NOUN
fbem-26815	9	26	for	for	ADP
fbem-26815	9	27	enterprises	enterprise	NOUN
fbem-26815	9	28	,	,	PUNCT
fbem-26815	9	29	and	and	CCONJ
fbem-26815	9	30	also	also	ADV
fbem-26815	9	31	produce	produce	VERB
fbem-26815	9	32	the	the	DET
fbem-26815	9	33	new	new	ADJ
fbem-26815	9	34	concept	concept	NOUN
fbem-26815	9	35	of	of	ADP
fbem-26815	9	36	digital	digital	ADJ
fbem-26815	9	37	performance	performance	NOUN
fbem-26815	9	38	.	.	PUNCT
fbem-26815	10	1	the	the	DET
fbem-26815	10	2	digital	digital	ADJ
fbem-26815	10	3	technology	technology	NOUN
fbem-26815	10	4	has	have	AUX
fbem-26815	10	5	broken	break	VERB
fbem-26815	10	6	through	through	ADP
fbem-26815	10	7	the	the	DET
fbem-26815	10	8	traditional	traditional	ADJ
fbem-26815	10	9	development	development	NOUN
fbem-26815	10	10	model	model	NOUN
fbem-26815	10	11	,	,	PUNCT
fbem-26815	10	12	and	and	CCONJ
fbem-26815	10	13	the	the	DET
fbem-26815	10	14	performance	performance	NOUN
fbem-26815	10	15	management	management	NOUN
fbem-26815	10	16	of	of	ADP
fbem-26815	10	17	enterprises	enterprise	NOUN
fbem-26815	10	18	has	have	AUX
fbem-26815	10	19	also	also	ADV
fbem-26815	10	20	shown	show	VERB
fbem-26815	10	21	new	new	ADJ
fbem-26815	10	22	development	development	NOUN
fbem-26815	10	23	trends	trend	NOUN
fbem-26815	10	24	.	.	PUNCT
fbem-26815	11	1	based	base	VERB
fbem-26815	11	2	on	on	ADP
fbem-26815	11	3	this	this	PRON
fbem-26815	11	4	,	,	PUNCT
fbem-26815	11	5	clarifying	clarify	VERB
fbem-26815	11	6	the	the	DET
fbem-26815	11	7	impact	impact	NOUN
fbem-26815	11	8	of	of	ADP
fbem-26815	11	9	digital	digital	ADJ
fbem-26815	11	10	transformation	transformation	NOUN
fbem-26815	11	11	on	on	ADP
fbem-26815	11	12	innovation	innovation	NOUN
fbem-26815	11	13	performance	performance	NOUN
fbem-26815	11	14	,	,	PUNCT
fbem-26815	11	15	actively	actively	ADV
fbem-26815	11	16	responding	respond	VERB
fbem-26815	11	17	,	,	PUNCT
fbem-26815	11	18	and	and	CCONJ
fbem-26815	11	19	formulating	formulate	VERB
fbem-26815	11	20	scientific	scientific	ADJ
fbem-26815	11	21	optimization	optimization	NOUN
fbem-26815	11	22	paths	path	NOUN
fbem-26815	11	23	can	can	AUX
fbem-26815	11	24	provide	provide	VERB
fbem-26815	11	25	assistance	assistance	NOUN
fbem-26815	11	26	for	for	ADP
fbem-26815	11	27	the	the	DET
fbem-26815	11	28	development	development	NOUN
fbem-26815	11	29	of	of	ADP
fbem-26815	11	30	manufacturing	manufacturing	NOUN
fbem-26815	11	31	enterprises	enterprise	NOUN
fbem-26815	11	32	.	.	PUNCT
fbem-26815	12	1	2	2	X
fbem-26815	12	2	.	.	X
fbem-26815	12	3	literature	literature	NOUN
fbem-26815	12	4	review	review	PROPN
fbem-26815	12	5	and	and	CCONJ
fbem-26815	12	6	research	research	NOUN
fbem-26815	12	7	hypothesis	hypothesis	NOUN
fbem-26815	12	8	2.1	2.1	NUM
fbem-26815	12	9	.	.	PUNCT
fbem-26815	13	1	literature	literature	NOUN
fbem-26815	13	2	review	review	VERB
fbem-26815	13	3	theoretical	theoretical	ADJ
fbem-26815	13	4	research	research	NOUN
fbem-26815	13	5	and	and	CCONJ
fbem-26815	13	6	quantitative	quantitative	ADJ
fbem-26815	13	7	research	research	NOUN
fbem-26815	13	8	define	define	VERB
fbem-26815	13	9	the	the	DET
fbem-26815	13	10	two	two	NUM
fbem-26815	13	11	main	main	ADJ
fbem-26815	13	12	divisions	division	NOUN
fbem-26815	13	13	of	of	ADP
fbem-26815	13	14	current	current	ADJ
fbem-26815	13	15	debates	debate	NOUN
fbem-26815	13	16	on	on	ADP
fbem-26815	13	17	"	"	PUNCT
fbem-26815	13	18	digital	digital	ADJ
fbem-26815	13	19	transformation	transformation	NOUN
fbem-26815	13	20	and	and	CCONJ
fbem-26815	13	21	innovation	innovation	NOUN
fbem-26815	13	22	"	"	PUNCT
fbem-26815	13	23	.	.	PUNCT
fbem-26815	14	1	from	from	ADP
fbem-26815	14	2	the	the	DET
fbem-26815	14	3	perspective	perspective	NOUN
fbem-26815	14	4	of	of	ADP
fbem-26815	14	5	theoretical	theoretical	ADJ
fbem-26815	14	6	research	research	NOUN
fbem-26815	14	7	,	,	PUNCT
fbem-26815	14	8	existing	exist	VERB
fbem-26815	14	9	research	research	NOUN
fbem-26815	14	10	roughly	roughly	ADV
fbem-26815	14	11	divides	divide	VERB
fbem-26815	14	12	the	the	DET
fbem-26815	14	13	types	type	NOUN
fbem-26815	14	14	of	of	ADP
fbem-26815	14	15	enterprise	enterprise	NOUN
fbem-26815	14	16	innovation	innovation	NOUN
fbem-26815	14	17	promoted	promote	VERB
fbem-26815	14	18	by	by	ADP
fbem-26815	14	19	digital	digital	ADJ
fbem-26815	14	20	transformation	transformation	NOUN
fbem-26815	14	21	into	into	ADP
fbem-26815	14	22	three	three	NUM
fbem-26815	14	23	types	type	NOUN
fbem-26815	14	24	:	:	PUNCT
fbem-26815	14	25	management	management	NOUN
fbem-26815	14	26	,	,	PUNCT
fbem-26815	14	27	product	product	NOUN
fbem-26815	14	28	,	,	PUNCT
fbem-26815	14	29	and	and	CCONJ
fbem-26815	14	30	business	business	NOUN
fbem-26815	14	31	model	model	NOUN
fbem-26815	14	32	.	.	PUNCT
fbem-26815	15	1	in	in	ADP
fbem-26815	15	2	terms	term	NOUN
fbem-26815	15	3	of	of	ADP
fbem-26815	15	4	product	product	NOUN
fbem-26815	15	5	innovation	innovation	NOUN
fbem-26815	15	6	,	,	PUNCT
fbem-26815	15	7	ji	ji	PROPN
fbem-26815	15	8	et	et	PROPN
fbem-26815	15	9	al	al	PROPN
fbem-26815	15	10	.	.	PROPN
fbem-26815	15	11	believe	believe	VERB
fbem-26815	15	12	that	that	SCONJ
fbem-26815	15	13	the	the	DET
fbem-26815	15	14	digital	digital	ADJ
fbem-26815	15	15	technology	technology	NOUN
fbem-26815	15	16	has	have	VERB
fbem-26815	15	17	a	a	DET
fbem-26815	15	18	strong	strong	ADJ
fbem-26815	15	19	driving	driving	NOUN
fbem-26815	15	20	effect	effect	NOUN
fbem-26815	15	21	on	on	ADP
fbem-26815	15	22	user	user	NOUN
fbem-26815	15	23	participation	participation	NOUN
fbem-26815	15	24	in	in	ADP
fbem-26815	15	25	the	the	DET
fbem-26815	15	26	product	product	NOUN
fbem-26815	15	27	innovation	innovation	NOUN
fbem-26815	15	28	process	process	NOUN
fbem-26815	15	29	[	[	X
fbem-26815	15	30	1	1	NUM
fbem-26815	15	31	]	]	PUNCT
fbem-26815	15	32	.	.	PUNCT
fbem-26815	16	1	xiao	xiao	PROPN
fbem-26815	16	2	et	et	PROPN
fbem-26815	16	3	al	al	PROPN
fbem-26815	16	4	.	.	PROPN
fbem-26815	16	5	pointed	point	VERB
fbem-26815	16	6	out	out	ADP
fbem-26815	16	7	that	that	SCONJ
fbem-26815	16	8	big	big	ADJ
fbem-26815	16	9	data	data	NOUN
fbem-26815	16	10	resources	resource	NOUN
fbem-26815	16	11	have	have	VERB
fbem-26815	16	12	a	a	DET
fbem-26815	16	13	positive	positive	ADJ
fbem-26815	16	14	effect	effect	NOUN
fbem-26815	16	15	on	on	ADP
fbem-26815	16	16	the	the	DET
fbem-26815	16	17	product	product	NOUN
fbem-26815	16	18	innovation	innovation	NOUN
fbem-26815	16	19	performance	performance	NOUN
fbem-26815	16	20	[	[	X
fbem-26815	16	21	2	2	NUM
fbem-26815	16	22	]	]	PUNCT
fbem-26815	16	23	.	.	PUNCT
fbem-26815	17	1	in	in	ADP
fbem-26815	17	2	terms	term	NOUN
fbem-26815	17	3	of	of	ADP
fbem-26815	17	4	management	management	NOUN
fbem-26815	17	5	innovation	innovation	NOUN
fbem-26815	17	6	,	,	PUNCT
fbem-26815	17	7	qi	qi	PROPN
fbem-26815	17	8	and	and	CCONJ
fbem-26815	17	9	xiao	xiao	PROPN
fbem-26815	17	10	pointed	point	VERB
fbem-26815	17	11	out	out	ADP
fbem-26815	17	12	that	that	SCONJ
fbem-26815	17	13	the	the	DET
fbem-26815	17	14	internal	internal	ADJ
fbem-26815	17	15	management	management	NOUN
fbem-26815	17	16	model	model	NOUN
fbem-26815	17	17	is	be	AUX
fbem-26815	17	18	constantly	constantly	ADV
fbem-26815	17	19	changing	change	VERB
fbem-26815	17	20	under	under	ADP
fbem-26815	17	21	the	the	DET
fbem-26815	17	22	background	background	NOUN
fbem-26815	17	23	of	of	ADP
fbem-26815	17	24	digital	digital	ADJ
fbem-26815	17	25	economy	economy	NOUN
fbem-26815	18	1	[	[	X
fbem-26815	18	2	3	3	NUM
fbem-26815	18	3	]	]	PUNCT
fbem-26815	18	4	.	.	PUNCT
fbem-26815	19	1	xu	xu	PROPN
fbem-26815	19	2	et	et	PROPN
fbem-26815	20	1	al	al	PROPN
fbem-26815	20	2	.	.	PROPN
fbem-26815	20	3	,	,	PUNCT
fbem-26815	20	4	analyzed	analyze	VERB
fbem-26815	20	5	the	the	DET
fbem-26815	20	6	impact	impact	NOUN
fbem-26815	20	7	of	of	ADP
fbem-26815	20	8	ai	ai	VERB
fbem-26815	20	9	on	on	ADP
fbem-26815	20	10	the	the	DET
fbem-26815	20	11	management	management	NOUN
fbem-26815	20	12	objects	object	NOUN
fbem-26815	20	13	,	,	PUNCT
fbem-26815	20	14	management	management	NOUN
fbem-26815	20	15	characteristics	characteristic	NOUN
fbem-26815	20	16	,	,	PUNCT
fbem-26815	20	17	decision	decision	NOUN
fbem-26815	20	18	-	-	PUNCT
fbem-26815	20	19	making	make	VERB
fbem-26815	20	20	process	process	NOUN
fbem-26815	20	21	and	and	CCONJ
fbem-26815	20	22	management	management	NOUN
fbem-26815	20	23	ethics	ethic	NOUN
fbem-26815	20	24	of	of	ADP
fbem-26815	20	25	enterprises	enterprise	NOUN
fbem-26815	20	26	[	[	X
fbem-26815	20	27	4	4	NUM
fbem-26815	20	28	]	]	PUNCT
fbem-26815	20	29	.	.	PUNCT
fbem-26815	21	1	in	in	ADP
fbem-26815	21	2	terms	term	NOUN
fbem-26815	21	3	of	of	ADP
fbem-26815	21	4	business	business	NOUN
fbem-26815	21	5	model	model	NOUN
fbem-26815	21	6	innovation	innovation	NOUN
fbem-26815	21	7	,	,	PUNCT
fbem-26815	21	8	luo	luo	PROPN
fbem-26815	21	9	believes	believe	VERB
fbem-26815	21	10	that	that	SCONJ
fbem-26815	21	11	digital	digital	ADJ
fbem-26815	21	12	technology	technology	NOUN
fbem-26815	21	13	has	have	VERB
fbem-26815	21	14	high	high	ADJ
fbem-26815	21	15	penetration	penetration	NOUN
fbem-26815	21	16	and	and	CCONJ
fbem-26815	21	17	can	can	AUX
fbem-26815	21	18	subvert	subvert	VERB
fbem-26815	21	19	traditional	traditional	ADJ
fbem-26815	21	20	business	business	NOUN
fbem-26815	21	21	models	model	NOUN
fbem-26815	21	22	,	,	PUNCT
fbem-26815	21	23	thereby	thereby	ADV
fbem-26815	21	24	accelerating	accelerate	VERB
fbem-26815	21	25	the	the	DET
fbem-26815	21	26	formation	formation	NOUN
fbem-26815	21	27	of	of	ADP
fbem-26815	21	28	new	new	ADJ
fbem-26815	21	29	ways	way	NOUN
fbem-26815	21	30	to	to	PART
fbem-26815	21	31	drive	drive	VERB
fbem-26815	21	32	economic	economic	ADJ
fbem-26815	21	33	growth	growth	NOUN
fbem-26815	21	34	and	and	CCONJ
fbem-26815	21	35	promote	promote	VERB
fbem-26815	21	36	economic	economic	ADJ
fbem-26815	21	37	development	development	NOUN
fbem-26815	22	1	[	[	X
fbem-26815	22	2	5	5	NUM
fbem-26815	22	3	]	]	PUNCT
fbem-26815	22	4	.	.	PUNCT
fbem-26815	23	1	li	li	PROPN
fbem-26815	23	2	et	et	PROPN
fbem-26815	23	3	al	al	PROPN
fbem-26815	23	4	.	.	PROPN
fbem-26815	23	5	stated	state	VERB
fbem-26815	23	6	out	out	ADP
fbem-26815	23	7	that	that	SCONJ
fbem-26815	23	8	digital	digital	ADJ
fbem-26815	23	9	empowerment	empowerment	NOUN
fbem-26815	23	10	can	can	AUX
fbem-26815	23	11	promote	promote	VERB
fbem-26815	23	12	business	business	NOUN
fbem-26815	23	13	model	model	NOUN
fbem-26815	23	14	innovation	innovation	NOUN
fbem-26815	23	15	in	in	ADP
fbem-26815	23	16	manufacturing	manufacturing	NOUN
fbem-26815	23	17	companies	company	NOUN
fbem-26815	23	18	[	[	X
fbem-26815	23	19	6	6	NUM
fbem-26815	23	20	]	]	PUNCT
fbem-26815	23	21	.	.	PUNCT
fbem-26815	24	1	on	on	ADP
fbem-26815	24	2	the	the	DET
fbem-26815	24	3	one	one	NUM
fbem-26815	24	4	hand	hand	NOUN
fbem-26815	24	5	,	,	PUNCT
fbem-26815	24	6	wu	wu	PROPN
fbem-26815	24	7	et	et	PROPN
fbem-26815	24	8	al	al	PROPN
fbem-26815	24	9	.	.	PROPN
fbem-26815	24	10	developed	develop	VERB
fbem-26815	24	11	an	an	DET
fbem-26815	24	12	indicator	indicator	NOUN
fbem-26815	24	13	for	for	ADP
fbem-26815	24	14	measuring	measure	VERB
fbem-26815	24	15	the	the	DET
fbem-26815	24	16	extent	extent	NOUN
fbem-26815	24	17	of	of	ADP
fbem-26815	24	18	enterprise	enterprise	NOUN
fbem-26815	24	19	digital	digital	ADJ
fbem-26815	24	20	transformation	transformation	NOUN
fbem-26815	24	21	in	in	ADP
fbem-26815	24	22	the	the	DET
fbem-26815	24	23	annual	annual	ADJ
fbem-26815	24	24	reports	report	NOUN
fbem-26815	24	25	of	of	ADP
fbem-26815	24	26	listed	list	VERB
fbem-26815	24	27	companies	company	NOUN
fbem-26815	24	28	by	by	ADP
fbem-26815	24	29	analyzing	analyze	VERB
fbem-26815	24	30	the	the	DET
fbem-26815	24	31	frequency	frequency	NOUN
fbem-26815	24	32	of	of	ADP
fbem-26815	24	33	digital	digital	ADJ
fbem-26815	24	34	-	-	PUNCT
fbem-26815	24	35	related	relate	VERB
fbem-26815	24	36	keywords	keyword	NOUN
fbem-26815	24	37	.	.	PUNCT
fbem-26815	25	1	this	this	DET
fbem-26815	25	2	indicator	indicator	NOUN
fbem-26815	25	3	is	be	AUX
fbem-26815	25	4	based	base	VERB
fbem-26815	25	5	on	on	ADP
fbem-26815	25	6	quantitative	quantitative	ADJ
fbem-26815	25	7	research	research	NOUN
fbem-26815	25	8	[	[	X
fbem-26815	25	9	7	7	NUM
fbem-26815	25	10	]	]	PUNCT
fbem-26815	25	11	.	.	PUNCT
fbem-26815	26	1	for	for	ADP
fbem-26815	26	2	the	the	DET
fbem-26815	26	3	measurement	measurement	NOUN
fbem-26815	26	4	of	of	ADP
fbem-26815	26	5	enterprise	enterprise	NOUN
fbem-26815	26	6	innovation	innovation	NOUN
fbem-26815	26	7	,	,	PUNCT
fbem-26815	26	8	zhang	zhang	PROPN
fbem-26815	26	9	and	and	CCONJ
fbem-26815	26	10	long	long	ADV
fbem-26815	26	11	used	use	VERB
fbem-26815	26	12	the	the	DET
fbem-26815	26	13	number	number	NOUN
fbem-26815	26	14	of	of	ADP
fbem-26815	26	15	enterprise	enterprise	NOUN
fbem-26815	26	16	patent	patent	NOUN
fbem-26815	26	17	authorizations	authorization	NOUN
fbem-26815	26	18	as	as	ADP
fbem-26815	26	19	an	an	DET
fbem-26815	26	20	indicator	indicator	NOUN
fbem-26815	26	21	to	to	PART
fbem-26815	26	22	measure	measure	VERB
fbem-26815	26	23	enterprise	enterprise	NOUN
fbem-26815	26	24	innovation	innovation	NOUN
fbem-26815	26	25	[	[	X
fbem-26815	26	26	8	8	NUM
fbem-26815	26	27	,	,	PUNCT
fbem-26815	26	28	9	9	NUM
fbem-26815	26	29	]	]	PUNCT
fbem-26815	26	30	.	.	PUNCT
fbem-26815	27	1	2.2	2.2	NUM
fbem-26815	27	2	.	.	PUNCT
fbem-26815	28	1	research	research	NOUN
fbem-26815	28	2	hypothesis	hypothesis	NOUN
fbem-26815	28	3	2.2.1	2.2.1	NUM
fbem-26815	28	4	.	.	PUNCT
fbem-26815	29	1	the	the	DET
fbem-26815	29	2	impact	impact	NOUN
fbem-26815	29	3	of	of	ADP
fbem-26815	29	4	digital	digital	ADJ
fbem-26815	29	5	transformation	transformation	NOUN
fbem-26815	29	6	on	on	ADP
fbem-26815	29	7	innovation	innovation	NOUN
fbem-26815	29	8	the	the	DET
fbem-26815	29	9	in	in	ADP
fbem-26815	29	10	-	-	PUNCT
fbem-26815	29	11	depth	depth	NOUN
fbem-26815	29	12	promotion	promotion	NOUN
fbem-26815	29	13	of	of	ADP
fbem-26815	29	14	digital	digital	ADJ
fbem-26815	29	15	transformation	transformation	NOUN
fbem-26815	29	16	by	by	ADP
fbem-26815	29	17	manufacturing	manufacture	VERB
fbem-26815	29	18	enterprises	enterprise	NOUN
fbem-26815	29	19	can	can	AUX
fbem-26815	29	20	promote	promote	VERB
fbem-26815	29	21	their	their	PRON
fbem-26815	29	22	own	own	ADJ
fbem-26815	29	23	innovation	innovation	NOUN
fbem-26815	29	24	level	level	NOUN
fbem-26815	29	25	,	,	PUNCT
fbem-26815	29	26	which	which	PRON
fbem-26815	29	27	is	be	AUX
fbem-26815	29	28	specifically	specifically	ADV
fbem-26815	29	29	demonstrated	demonstrate	VERB
fbem-26815	29	30	in	in	ADP
fbem-26815	29	31	the	the	DET
fbem-26815	29	32	subsequent	subsequent	ADJ
fbem-26815	29	33	three	three	NUM
fbem-26815	29	34	aspects	aspect	NOUN
fbem-26815	29	35	:	:	PUNCT
fbem-26815	29	36	first	first	ADV
fbem-26815	29	37	,	,	PUNCT
fbem-26815	29	38	identify	identify	VERB
fbem-26815	29	39	innovation	innovation	NOUN
fbem-26815	29	40	opportunities	opportunity	NOUN
fbem-26815	29	41	.	.	PUNCT
fbem-26815	30	1	under	under	ADP
fbem-26815	30	2	the	the	DET
fbem-26815	30	3	digital	digital	ADJ
fbem-26815	30	4	economy	economy	NOUN
fbem-26815	30	5	,	,	PUNCT
fbem-26815	30	6	manufacturing	manufacturing	NOUN
fbem-26815	30	7	enterprises	enterprise	NOUN
fbem-26815	30	8	are	be	AUX
fbem-26815	30	9	facing	face	VERB
fbem-26815	30	10	a	a	DET
fbem-26815	30	11	complex	complex	ADJ
fbem-26815	30	12	and	and	CCONJ
fbem-26815	30	13	ever	ever	ADV
fbem-26815	30	14	-	-	PUNCT
fbem-26815	30	15	changing	change	VERB
fbem-26815	30	16	organizational	organizational	ADJ
fbem-26815	30	17	innovation	innovation	NOUN
fbem-26815	30	18	environment	environment	NOUN
fbem-26815	30	19	.	.	PUNCT
fbem-26815	31	1	the	the	DET
fbem-26815	31	2	influx	influx	NOUN
fbem-26815	31	3	of	of	ADP
fbem-26815	31	4	a	a	DET
fbem-26815	31	5	large	large	ADJ
fbem-26815	31	6	amount	amount	NOUN
fbem-26815	31	7	of	of	ADP
fbem-26815	31	8	information	information	NOUN
fbem-26815	31	9	often	often	ADV
fbem-26815	31	10	catches	catch	VERB
fbem-26815	31	11	enterprises	enterprise	NOUN
fbem-26815	31	12	off	off	ADP
fbem-26815	31	13	guard	guard	NOUN
fbem-26815	31	14	,	,	PUNCT
fbem-26815	31	15	resulting	result	VERB
fbem-26815	31	16	in	in	ADP
fbem-26815	31	17	the	the	DET
fbem-26815	31	18	inability	inability	NOUN
fbem-26815	31	19	to	to	PART
fbem-26815	31	20	respond	respond	VERB
fbem-26815	31	21	in	in	ADP
fbem-26815	31	22	time	time	NOUN
fbem-26815	31	23	.	.	PUNCT
fbem-26815	32	1	by	by	ADP
fbem-26815	32	2	introducing	introduce	VERB
fbem-26815	32	3	digital	digital	ADJ
fbem-26815	32	4	tools	tool	NOUN
fbem-26815	32	5	such	such	ADJ
fbem-26815	32	6	as	as	ADP
fbem-26815	32	7	cloud	cloud	NOUN
fbem-26815	32	8	computing	computing	NOUN
fbem-26815	32	9	and	and	CCONJ
fbem-26815	32	10	ai	ai	VERB
fbem-26815	32	11	,	,	PUNCT
fbem-26815	32	12	enterprises	enterprise	NOUN
fbem-26815	32	13	can	can	AUX
fbem-26815	32	14	quickly	quickly	ADV
fbem-26815	32	15	scan	scan	VERB
fbem-26815	32	16	,	,	PUNCT
fbem-26815	32	17	capture	capture	NOUN
fbem-26815	32	18	,	,	PUNCT
fbem-26815	32	19	and	and	CCONJ
fbem-26815	32	20	identify	identify	VERB
fbem-26815	32	21	innovation	innovation	NOUN
fbem-26815	32	22	opportunities	opportunity	NOUN
fbem-26815	32	23	;	;	PUNCT
fbem-26815	32	24	second	second	ADV
fbem-26815	32	25	,	,	PUNCT
fbem-26815	32	26	reduce	reduce	VERB
fbem-26815	32	27	innovation	innovation	NOUN
fbem-26815	32	28	costs	cost	NOUN
fbem-26815	32	29	.	.	PUNCT
fbem-26815	33	1	enterprise	enterprise	NOUN
fbem-26815	33	2	innovation	innovation	NOUN
fbem-26815	33	3	is	be	AUX
fbem-26815	33	4	not	not	PART
fbem-26815	33	5	easy	easy	ADJ
fbem-26815	33	6	and	and	CCONJ
fbem-26815	33	7	requires	require	VERB
fbem-26815	33	8	a	a	DET
fbem-26815	33	9	lot	lot	NOUN
fbem-26815	33	10	of	of	ADP
fbem-26815	33	11	manpower	manpower	NOUN
fbem-26815	33	12	,	,	PUNCT
fbem-26815	33	13	material	material	NOUN
fbem-26815	33	14	resources	resource	NOUN
fbem-26815	33	15	,	,	PUNCT
fbem-26815	33	16	and	and	CCONJ
fbem-26815	33	17	financial	financial	ADJ
fbem-26815	33	18	investment	investment	NOUN
fbem-26815	33	19	.	.	PUNCT
fbem-26815	34	1	digital	digital	ADJ
fbem-26815	34	2	tools	tool	NOUN
fbem-26815	34	3	can	can	AUX
fbem-26815	34	4	accomplish	accomplish	VERB
fbem-26815	34	5	many	many	ADJ
fbem-26815	34	6	tasks	task	NOUN
fbem-26815	34	7	,	,	PUNCT
fbem-26815	34	8	such	such	ADJ
fbem-26815	34	9	as	as	ADP
fbem-26815	34	10	achieving	achieve	VERB
fbem-26815	34	11	precise	precise	ADJ
fbem-26815	34	12	marketing	marketing	NOUN
fbem-26815	34	13	and	and	CCONJ
fbem-26815	34	14	customer	customer	NOUN
fbem-26815	34	15	service	service	NOUN
fbem-26815	34	16	,	,	PUNCT
fbem-26815	34	17	scm	scm	PROPN
fbem-26815	34	18	systems	system	NOUN
fbem-26815	34	19	optimizing	optimize	VERB
fbem-26815	34	20	inventory	inventory	NOUN
fbem-26815	34	21	management	management	NOUN
fbem-26815	34	22	and	and	CCONJ
fbem-26815	34	23	logistics	logistic	NOUN
fbem-26815	34	24	transportation	transportation	NOUN
fbem-26815	34	25	,	,	PUNCT
fbem-26815	34	26	etc	etc	X
fbem-26815	34	27	.	.	X
fbem-26815	34	28	,	,	PUNCT
fbem-26815	34	29	to	to	PART
fbem-26815	34	30	reduce	reduce	VERB
fbem-26815	34	31	costs	cost	NOUN
fbem-26815	34	32	for	for	ADP
fbem-26815	34	33	enterprises	enterprise	NOUN
fbem-26815	34	34	;	;	PUNCT
fbem-26815	34	35	third	third	ADV
fbem-26815	34	36	,	,	PUNCT
fbem-26815	34	37	shorten	shorten	VERB
fbem-26815	34	38	the	the	DET
fbem-26815	34	39	innovation	innovation	NOUN
fbem-26815	34	40	cycle	cycle	NOUN
fbem-26815	34	41	.	.	PUNCT
fbem-26815	35	1	generally	generally	ADV
fbem-26815	35	2	speaking	speak	VERB
fbem-26815	35	3	,	,	PUNCT
fbem-26815	35	4	innovation	innovation	NOUN
fbem-26815	35	5	often	often	ADV
fbem-26815	35	6	has	have	VERB
fbem-26815	35	7	the	the	DET
fbem-26815	35	8	features	feature	NOUN
fbem-26815	35	9	of	of	ADP
fbem-26815	35	10	long	long	ADJ
fbem-26815	35	11	cycles	cycle	NOUN
fbem-26815	35	12	,	,	PUNCT
fbem-26815	35	13	high	high	ADJ
fbem-26815	35	14	risks	risk	NOUN
fbem-26815	35	15	,	,	PUNCT
fbem-26815	35	16	and	and	CCONJ
fbem-26815	35	17	strong	strong	ADJ
fbem-26815	35	18	uncertainties	uncertainty	NOUN
fbem-26815	35	19	.	.	PUNCT
fbem-26815	36	1	by	by	ADP
fbem-26815	36	2	introducing	introduce	VERB
fbem-26815	36	3	plm	plm	NOUN
fbem-26815	36	4	systems	system	NOUN
fbem-26815	36	5	and	and	CCONJ
fbem-26815	36	6	cloud	cloud	NOUN
fbem-26815	36	7	computing	computing	NOUN
fbem-26815	36	8	technologies	technology	NOUN
fbem-26815	36	9	,	,	PUNCT
fbem-26815	36	10	enterprises	enterprise	NOUN
fbem-26815	36	11	can	can	AUX
fbem-26815	36	12	quickly	quickly	ADV
fbem-26815	36	13	realize	realize	VERB
fbem-26815	36	14	the	the	DET
fbem-26815	36	15	rational	rational	ADJ
fbem-26815	36	16	allocation	allocation	NOUN
fbem-26815	36	17	of	of	ADP
fbem-26815	36	18	various	various	ADJ
fbem-26815	36	19	resources	resource	NOUN
fbem-26815	36	20	across	across	ADP
fbem-26815	36	21	regions	region	NOUN
fbem-26815	36	22	and	and	CCONJ
fbem-26815	36	23	departments	department	NOUN
fbem-26815	36	24	,	,	PUNCT
fbem-26815	36	25	achieve	achieve	VERB
fbem-26815	36	26	the	the	DET
fbem-26815	36	27	effect	effect	NOUN
fbem-26815	36	28	of	of	ADP
fbem-26815	36	29	collaborative	collaborative	ADJ
fbem-26815	36	30	innovation	innovation	NOUN
fbem-26815	36	31	,	,	PUNCT
fbem-26815	36	32	shorten	shorten	VERB
fbem-26815	36	33	the	the	DET
fbem-26815	36	34	innovation	innovation	NOUN
fbem-26815	36	35	cycle	cycle	NOUN
fbem-26815	36	36	,	,	PUNCT
fbem-26815	36	37	and	and	CCONJ
fbem-26815	36	38	reduce	reduce	VERB
fbem-26815	36	39	innovation	innovation	NOUN
fbem-26815	36	40	risks	risk	NOUN
fbem-26815	36	41	.	.	PUNCT
fbem-26815	37	1	there	there	ADV
fbem-26815	37	2	,	,	PUNCT
fbem-26815	37	3	the	the	DET
fbem-26815	37	4	following	follow	VERB
fbem-26815	37	5	hypothesis	hypothesis	NOUN
fbem-26815	37	6	is	be	AUX
fbem-26815	37	7	put	put	VERB
fbem-26815	37	8	forth	forth	ADV
fbem-26815	37	9	:	:	PUNCT
fbem-26815	37	10	h1	h1	PROPN
fbem-26815	37	11	:	:	PUNCT
fbem-26815	37	12	the	the	DET
fbem-26815	37	13	innovation	innovation	NOUN
fbem-26815	37	14	performance	performance	NOUN
fbem-26815	37	15	of	of	ADP
fbem-26815	37	16	manufacturing	manufacturing	NOUN
fbem-26815	37	17	enterprises	enterprise	NOUN
fbem-26815	37	18	is	be	AUX
fbem-26815	37	19	positively	positively	ADV
fbem-26815	37	20	impacted	impact	VERB
fbem-26815	37	21	by	by	ADP
fbem-26815	37	22	digital	digital	ADJ
fbem-26815	37	23	transformation	transformation	NOUN
fbem-26815	37	24	.	.	PUNCT
fbem-26815	38	1	101	101	NUM
fbem-26815	38	2	2.2.2	2.2.2	NUM
fbem-26815	38	3	.	.	PUNCT
fbem-26815	39	1	regional	regional	ADJ
fbem-26815	39	2	heterogeneity	heterogeneity	NOUN
fbem-26815	39	3	the	the	DET
fbem-26815	39	4	innovation	innovation	NOUN
fbem-26815	39	5	performance	performance	NOUN
fbem-26815	39	6	in	in	ADP
fbem-26815	39	7	manufacturing	manufacturing	NOUN
fbem-26815	39	8	enterprises	enterprise	NOUN
fbem-26815	39	9	is	be	AUX
fbem-26815	39	10	influenced	influence	VERB
fbem-26815	39	11	by	by	ADP
fbem-26815	39	12	regional	regional	ADJ
fbem-26815	39	13	distinctions	distinction	NOUN
fbem-26815	39	14	in	in	ADP
fbem-26815	39	15	the	the	DET
fbem-26815	39	16	impact	impact	NOUN
fbem-26815	39	17	of	of	ADP
fbem-26815	39	18	digital	digital	ADJ
fbem-26815	39	19	transformation	transformation	NOUN
fbem-26815	39	20	,	,	PUNCT
fbem-26815	39	21	which	which	PRON
fbem-26815	39	22	is	be	AUX
fbem-26815	39	23	mainly	mainly	ADV
fbem-26815	39	24	due	due	ADJ
fbem-26815	39	25	to	to	ADP
fbem-26815	39	26	differences	difference	NOUN
fbem-26815	39	27	in	in	ADP
fbem-26815	39	28	economic	economic	ADJ
fbem-26815	39	29	development	development	NOUN
fbem-26815	39	30	levels	level	NOUN
fbem-26815	39	31	,	,	PUNCT
fbem-26815	39	32	policy	policy	NOUN
fbem-26815	39	33	support	support	NOUN
fbem-26815	39	34	,	,	PUNCT
fbem-26815	39	35	talent	talent	NOUN
fbem-26815	39	36	reserves	reserve	NOUN
fbem-26815	39	37	and	and	CCONJ
fbem-26815	39	38	other	other	ADJ
fbem-26815	39	39	factors	factor	NOUN
fbem-26815	39	40	in	in	ADP
fbem-26815	39	41	different	different	ADJ
fbem-26815	39	42	regions	region	NOUN
fbem-26815	39	43	.	.	PUNCT
fbem-26815	40	1	from	from	ADP
fbem-26815	40	2	the	the	DET
fbem-26815	40	3	economic	economic	ADJ
fbem-26815	40	4	development	development	NOUN
fbem-26815	40	5	level	level	NOUN
fbem-26815	40	6	,	,	PUNCT
fbem-26815	40	7	wang	wang	PROPN
fbem-26815	40	8	jun	jun	PROPN
fbem-26815	40	9	et	et	PROPN
fbem-26815	40	10	al	al	PROPN
fbem-26815	40	11	.	.	PROPN
fbem-26815	40	12	stated	state	VERB
fbem-26815	40	13	that	that	SCONJ
fbem-26815	40	14	the	the	DET
fbem-26815	40	15	development	development	NOUN
fbem-26815	40	16	of	of	ADP
fbem-26815	40	17	the	the	DET
fbem-26815	40	18	digital	digital	ADJ
fbem-26815	40	19	economy	economy	NOUN
fbem-26815	40	20	shows	show	VERB
fbem-26815	40	21	a	a	DET
fbem-26815	40	22	decreasing	decrease	VERB
fbem-26815	40	23	trend	trend	NOUN
fbem-26815	40	24	from	from	ADP
fbem-26815	40	25	"	"	PUNCT
fbem-26815	40	26	east	east	NOUN
fbem-26815	40	27	-	-	PUNCT
fbem-26815	40	28	middle	middle	ADJ
fbem-26815	40	29	-	-	PUNCT
fbem-26815	40	30	west	west	NOUN
fbem-26815	40	31	"	"	PUNCT
fbem-26815	40	32	in	in	ADP
fbem-26815	40	33	horizontal	horizontal	ADJ
fbem-26815	40	34	space	space	NOUN
fbem-26815	40	35	[	[	X
fbem-26815	40	36	10	10	NUM
fbem-26815	40	37	]	]	PUNCT
fbem-26815	40	38	.	.	PUNCT
fbem-26815	41	1	the	the	DET
fbem-26815	41	2	digital	digital	ADJ
fbem-26815	41	3	economy	economy	NOUN
fbem-26815	41	4	will	will	AUX
fbem-26815	41	5	largely	largely	ADV
fbem-26815	41	6	lead	lead	VERB
fbem-26815	41	7	to	to	ADP
fbem-26815	41	8	differences	difference	NOUN
fbem-26815	41	9	in	in	ADP
fbem-26815	41	10	the	the	DET
fbem-26815	41	11	level	level	NOUN
fbem-26815	41	12	of	of	ADP
fbem-26815	41	13	regional	regional	ADJ
fbem-26815	41	14	digital	digital	ADJ
fbem-26815	41	15	transformation	transformation	NOUN
fbem-26815	41	16	.	.	PUNCT
fbem-26815	42	1	from	from	ADP
fbem-26815	42	2	the	the	DET
fbem-26815	42	3	perspective	perspective	NOUN
fbem-26815	42	4	of	of	ADP
fbem-26815	42	5	policy	policy	NOUN
fbem-26815	42	6	support	support	NOUN
fbem-26815	42	7	,	,	PUNCT
fbem-26815	42	8	different	different	ADJ
fbem-26815	42	9	regions	region	NOUN
fbem-26815	42	10	have	have	VERB
fbem-26815	42	11	different	different	ADJ
fbem-26815	42	12	preferential	preferential	ADJ
fbem-26815	42	13	policies	policy	NOUN
fbem-26815	42	14	for	for	ADP
fbem-26815	42	15	digital	digital	ADJ
fbem-26815	42	16	transformation	transformation	NOUN
fbem-26815	42	17	,	,	PUNCT
fbem-26815	42	18	and	and	CCONJ
fbem-26815	42	19	thus	thus	ADV
fbem-26815	42	20	the	the	DET
fbem-26815	42	21	success	success	NOUN
fbem-26815	42	22	rate	rate	NOUN
fbem-26815	42	23	of	of	ADP
fbem-26815	42	24	digital	digital	ADJ
fbem-26815	42	25	transformation	transformation	NOUN
fbem-26815	42	26	of	of	ADP
fbem-26815	42	27	local	local	ADJ
fbem-26815	42	28	enterprises	enterprise	NOUN
fbem-26815	42	29	is	be	AUX
fbem-26815	42	30	also	also	ADV
fbem-26815	42	31	different	different	ADJ
fbem-26815	42	32	.	.	PUNCT
fbem-26815	43	1	digital	digital	ADJ
fbem-26815	43	2	transformation	transformation	NOUN
fbem-26815	43	3	requires	require	VERB
fbem-26815	43	4	technical	technical	ADJ
fbem-26815	43	5	and	and	CCONJ
fbem-26815	43	6	management	management	NOUN
fbem-26815	43	7	talents	talent	NOUN
fbem-26815	43	8	.	.	PUNCT
fbem-26815	44	1	from	from	ADP
fbem-26815	44	2	the	the	DET
fbem-26815	44	3	perspective	perspective	NOUN
fbem-26815	44	4	of	of	ADP
fbem-26815	44	5	talent	talent	NOUN
fbem-26815	44	6	reserves	reserve	NOUN
fbem-26815	44	7	,	,	PUNCT
fbem-26815	44	8	economically	economically	ADV
fbem-26815	44	9	developed	develop	VERB
fbem-26815	44	10	regions	region	NOUN
fbem-26815	44	11	generally	generally	ADV
fbem-26815	44	12	have	have	VERB
fbem-26815	44	13	more	more	ADV
fbem-26815	44	14	sufficient	sufficient	ADJ
fbem-26815	44	15	talent	talent	NOUN
fbem-26815	44	16	reserves	reserve	NOUN
fbem-26815	44	17	,	,	PUNCT
fbem-26815	44	18	including	include	VERB
fbem-26815	44	19	high	high	ADJ
fbem-26815	44	20	-	-	PUNCT
fbem-26815	44	21	level	level	NOUN
fbem-26815	44	22	technical	technical	ADJ
fbem-26815	44	23	personnel	personnel	NOUN
fbem-26815	44	24	and	and	CCONJ
fbem-26815	44	25	managers	manager	NOUN
fbem-26815	44	26	,	,	PUNCT
fbem-26815	44	27	which	which	PRON
fbem-26815	44	28	makes	make	VERB
fbem-26815	44	29	it	it	PRON
fbem-26815	44	30	easier	easy	ADJ
fbem-26815	44	31	for	for	SCONJ
fbem-26815	44	32	enterprises	enterprise	NOUN
fbem-26815	44	33	in	in	ADP
fbem-26815	44	34	these	these	DET
fbem-26815	44	35	regions	region	NOUN
fbem-26815	44	36	to	to	PART
fbem-26815	44	37	achieve	achieve	VERB
fbem-26815	44	38	digital	digital	ADJ
fbem-26815	44	39	transformation	transformation	NOUN
fbem-26815	44	40	and	and	CCONJ
fbem-26815	44	41	promote	promote	VERB
fbem-26815	44	42	innovation	innovation	NOUN
fbem-26815	44	43	.	.	PUNCT
fbem-26815	45	1	regions	region	NOUN
fbem-26815	45	2	with	with	ADP
fbem-26815	45	3	a	a	DET
fbem-26815	45	4	shortage	shortage	NOUN
fbem-26815	45	5	of	of	ADP
fbem-26815	45	6	talent	talent	NOUN
fbem-26815	45	7	will	will	AUX
fbem-26815	45	8	face	face	VERB
fbem-26815	45	9	greater	great	ADJ
fbem-26815	45	10	transformation	transformation	NOUN
fbem-26815	45	11	difficulties	difficulty	NOUN
fbem-26815	45	12	and	and	CCONJ
fbem-26815	45	13	innovation	innovation	NOUN
fbem-26815	45	14	challenges	challenge	NOUN
fbem-26815	45	15	.	.	PUNCT
fbem-26815	46	1	there	there	ADV
fbem-26815	46	2	,	,	PUNCT
fbem-26815	46	3	the	the	DET
fbem-26815	46	4	following	follow	VERB
fbem-26815	46	5	hypothesis	hypothesis	NOUN
fbem-26815	46	6	is	be	AUX
fbem-26815	46	7	put	put	VERB
fbem-26815	46	8	forth	forth	ADV
fbem-26815	46	9	:	:	PUNCT
fbem-26815	46	10	h2	h2	NOUN
fbem-26815	46	11	:	:	PUNCT
fbem-26815	46	12	the	the	DET
fbem-26815	46	13	innovation	innovation	NOUN
fbem-26815	46	14	performance	performance	NOUN
fbem-26815	46	15	of	of	ADP
fbem-26815	46	16	manufacturing	manufacturing	NOUN
fbem-26815	46	17	enterprises	enterprise	NOUN
fbem-26815	46	18	in	in	ADP
fbem-26815	46	19	eastern	eastern	ADJ
fbem-26815	46	20	,	,	PUNCT
fbem-26815	46	21	southern	southern	ADJ
fbem-26815	46	22	,	,	PUNCT
fbem-26815	46	23	and	and	CCONJ
fbem-26815	46	24	central	central	ADJ
fbem-26815	46	25	china	china	PROPN
fbem-26815	46	26	is	be	AUX
fbem-26815	46	27	affected	affect	VERB
fbem-26815	46	28	differently	differently	ADV
fbem-26815	46	29	by	by	ADP
fbem-26815	46	30	their	their	PRON
fbem-26815	46	31	digital	digital	ADJ
fbem-26815	46	32	transformation	transformation	NOUN
fbem-26815	46	33	.	.	PUNCT
fbem-26815	47	1	3	3	X
fbem-26815	47	2	.	.	X
fbem-26815	47	3	methodology	methodology	NOUN
fbem-26815	47	4	3.1	3.1	NUM
fbem-26815	47	5	.	.	PUNCT
fbem-26815	47	6	data	datum	NOUN
fbem-26815	47	7	collection	collection	NOUN
fbem-26815	47	8	and	and	CCONJ
fbem-26815	47	9	sample	sample	NOUN
fbem-26815	47	10	selection	selection	NOUN
fbem-26815	47	11	the	the	DET
fbem-26815	47	12	manufacturing	manufacturing	NOUN
fbem-26815	47	13	companies	company	NOUN
fbem-26815	47	14	that	that	PRON
fbem-26815	47	15	were	be	AUX
fbem-26815	47	16	listed	list	VERB
fbem-26815	47	17	on	on	ADP
fbem-26815	47	18	the	the	DET
fbem-26815	47	19	ashare	ashare	ADJ
fbem-26815	47	20	market	market	NOUN
fbem-26815	47	21	in	in	ADP
fbem-26815	47	22	china	china	PROPN
fbem-26815	47	23	from	from	ADP
fbem-26815	47	24	2008	2008	NUM
fbem-26815	47	25	to	to	ADP
fbem-26815	47	26	2023	2023	NUM
fbem-26815	47	27	make	make	VERB
fbem-26815	47	28	up	up	ADP
fbem-26815	47	29	the	the	DET
fbem-26815	47	30	initial	initial	ADJ
fbem-26815	47	31	data	datum	NOUN
fbem-26815	47	32	sample	sample	NOUN
fbem-26815	47	33	.	.	PUNCT
fbem-26815	48	1	the	the	DET
fbem-26815	48	2	initial	initial	ADJ
fbem-26815	48	3	data	data	NOUN
fbem-26815	48	4	processing	processing	NOUN
fbem-26815	48	5	process	process	NOUN
fbem-26815	48	6	is	be	AUX
fbem-26815	48	7	as	as	SCONJ
fbem-26815	48	8	follows	follow	VERB
fbem-26815	48	9	:	:	PUNCT
fbem-26815	48	10	first	first	ADV
fbem-26815	48	11	,	,	PUNCT
fbem-26815	48	12	remove	remove	VERB
fbem-26815	48	13	*	*	PROPN
fbem-26815	48	14	st	st	PROPN
fbem-26815	48	15	,	,	PUNCT
fbem-26815	48	16	and	and	CCONJ
fbem-26815	48	17	delisted	delist	VERB
fbem-26815	48	18	companies	company	NOUN
fbem-26815	48	19	from	from	ADP
fbem-26815	48	20	the	the	DET
fbem-26815	48	21	sample	sample	NOUN
fbem-26815	48	22	;	;	PUNCT
fbem-26815	48	23	second	second	ADJ
fbem-26815	48	24	,	,	PUNCT
fbem-26815	48	25	remove	remove	VERB
fbem-26815	48	26	samples	sample	NOUN
fbem-26815	48	27	with	with	ADP
fbem-26815	48	28	serious	serious	ADJ
fbem-26815	48	29	data	datum	NOUN
fbem-26815	48	30	missing	miss	VERB
fbem-26815	48	31	;	;	PUNCT
fbem-26815	48	32	finally	finally	ADV
fbem-26815	48	33	,	,	PUNCT
fbem-26815	48	34	all	all	DET
fbem-26815	48	35	continuous	continuous	ADJ
fbem-26815	48	36	variables	variable	NOUN
fbem-26815	48	37	are	be	AUX
fbem-26815	48	38	shrinked	shrink	VERB
fbem-26815	48	39	,	,	PUNCT
fbem-26815	48	40	and	and	CCONJ
fbem-26815	48	41	the	the	DET
fbem-26815	48	42	shrinking	shrink	VERB
fbem-26815	48	43	objects	object	NOUN
fbem-26815	48	44	are	be	AUX
fbem-26815	48	45	1	1	NUM
fbem-26815	48	46	%	%	NOUN
fbem-26815	48	47	of	of	ADP
fbem-26815	48	48	the	the	DET
fbem-26815	48	49	observations	observation	NOUN
fbem-26815	48	50	above	above	ADP
fbem-26815	48	51	and	and	CCONJ
fbem-26815	48	52	below	below	ADV
fbem-26815	48	53	.	.	PUNCT
fbem-26815	49	1	after	after	ADP
fbem-26815	49	2	the	the	DET
fbem-26815	49	3	above	above	ADJ
fbem-26815	49	4	processing	processing	NOUN
fbem-26815	49	5	,	,	PUNCT
fbem-26815	49	6	2000	2000	NUM
fbem-26815	49	7	observations	observation	NOUN
fbem-26815	49	8	are	be	AUX
fbem-26815	49	9	finally	finally	ADV
fbem-26815	49	10	obtained	obtain	VERB
fbem-26815	49	11	.	.	PUNCT
fbem-26815	50	1	this	this	DET
fbem-26815	50	2	essay	essay	NOUN
fbem-26815	50	3	uses	use	VERB
fbem-26815	50	4	annual	annual	ADJ
fbem-26815	50	5	reports	report	NOUN
fbem-26815	50	6	of	of	ADP
fbem-26815	50	7	listed	list	VERB
fbem-26815	50	8	corporations	corporation	NOUN
fbem-26815	50	9	as	as	ADV
fbem-26815	50	10	well	well	ADV
fbem-26815	50	11	as	as	ADP
fbem-26815	50	12	csmar	csmar	PROPN
fbem-26815	50	13	database	database	PROPN
fbem-26815	50	14	data	datum	NOUN
fbem-26815	50	15	.	.	PUNCT
fbem-26815	51	1	this	this	DET
fbem-26815	51	2	essay	essay	PROPN
fbem-26815	51	3	uses	use	VERB
fbem-26815	51	4	spss	spss	ADV
fbem-26815	51	5	to	to	PART
fbem-26815	51	6	do	do	VERB
fbem-26815	51	7	the	the	DET
fbem-26815	51	8	following	follow	VERB
fbem-26815	51	9	data	datum	NOUN
fbem-26815	51	10	analysis	analysis	NOUN
fbem-26815	51	11	.	.	PUNCT
fbem-26815	52	1	3.2	3.2	NUM
fbem-26815	52	2	.	.	PUNCT
fbem-26815	53	1	variables	variable	NOUN
fbem-26815	53	2	3.2.1	3.2.1	NUM
fbem-26815	53	3	.	.	PUNCT
fbem-26815	53	4	explained	explain	VERB
fbem-26815	53	5	variables	variable	NOUN
fbem-26815	53	6	this	this	DET
fbem-26815	53	7	essay	essay	NOUN
fbem-26815	53	8	draws	draw	VERB
fbem-26815	53	9	on	on	ADP
fbem-26815	53	10	the	the	DET
fbem-26815	53	11	practice	practice	NOUN
fbem-26815	53	12	of	of	ADP
fbem-26815	53	13	zhang	zhang	PROPN
fbem-26815	53	14	and	and	CCONJ
fbem-26815	54	1	long	long	ADV
fbem-26815	54	2	[	[	X
fbem-26815	54	3	8	8	NUM
fbem-26815	54	4	]	]	PUNCT
fbem-26815	54	5	and	and	CCONJ
fbem-26815	54	6	uses	use	VERB
fbem-26815	54	7	the	the	DET
fbem-26815	54	8	total	total	ADJ
fbem-26815	54	9	number	number	NOUN
fbem-26815	54	10	of	of	ADP
fbem-26815	54	11	patent	patent	NOUN
fbem-26815	54	12	authorizations	authorization	NOUN
fbem-26815	54	13	to	to	PART
fbem-26815	54	14	measure	measure	VERB
fbem-26815	54	15	corporate	corporate	ADJ
fbem-26815	54	16	innovation	innovation	NOUN
fbem-26815	54	17	performance	performance	NOUN
fbem-26815	54	18	,	,	PUNCT
fbem-26815	54	19	and	and	CCONJ
fbem-26815	54	20	then	then	ADV
fbem-26815	54	21	adds	add	VERB
fbem-26815	54	22	1	1	NUM
fbem-26815	54	23	to	to	ADP
fbem-26815	54	24	the	the	DET
fbem-26815	54	25	total	total	ADJ
fbem-26815	54	26	number	number	NOUN
fbem-26815	54	27	and	and	CCONJ
fbem-26815	54	28	takes	take	VERB
fbem-26815	54	29	the	the	DET
fbem-26815	54	30	natural	natural	ADJ
fbem-26815	54	31	logarithm	logarithm	NOUN
fbem-26815	54	32	as	as	ADP
fbem-26815	54	33	the	the	DET
fbem-26815	54	34	explained	explain	VERB
fbem-26815	54	35	variable	variable	NOUN
fbem-26815	54	36	.	.	PUNCT
fbem-26815	55	1	3.2.2	3.2.2	NUM
fbem-26815	55	2	.	.	PUNCT
fbem-26815	55	3	explanatory	explanatory	ADJ
fbem-26815	55	4	variables	variable	NOUN
fbem-26815	55	5	this	this	DET
fbem-26815	55	6	essay	essay	NOUN
fbem-26815	55	7	uses	use	VERB
fbem-26815	55	8	the	the	DET
fbem-26815	55	9	practice	practice	NOUN
fbem-26815	55	10	of	of	ADP
fbem-26815	55	11	wu	wu	PROPN
fbem-26815	55	12	et	et	PROPN
fbem-26815	55	13	al	al	PROPN
fbem-26815	55	14	.	.	PUNCT
fbem-26815	56	1	[	[	X
fbem-26815	56	2	7	7	X
fbem-26815	56	3	]	]	PUNCT
fbem-26815	56	4	and	and	CCONJ
fbem-26815	56	5	the	the	DET
fbem-26815	56	6	frequency	frequency	NOUN
fbem-26815	56	7	of	of	ADP
fbem-26815	56	8	keywords	keyword	NOUN
fbem-26815	56	9	related	relate	VERB
fbem-26815	56	10	to	to	ADP
fbem-26815	56	11	digital	digital	ADJ
fbem-26815	56	12	transformation	transformation	NOUN
fbem-26815	56	13	such	such	ADJ
fbem-26815	56	14	as	as	ADP
fbem-26815	56	15	big	big	ADJ
fbem-26815	56	16	data	datum	NOUN
fbem-26815	56	17	,	,	PUNCT
fbem-26815	56	18	ai	ai	VERB
fbem-26815	56	19	,	,	PUNCT
fbem-26815	56	20	etc	etc	X
fbem-26815	56	21	.	.	X
fbem-26815	56	22	in	in	ADP
fbem-26815	56	23	the	the	DET
fbem-26815	56	24	annual	annual	ADJ
fbem-26815	56	25	reports	report	NOUN
fbem-26815	56	26	of	of	ADP
fbem-26815	56	27	listed	list	VERB
fbem-26815	56	28	manufacturing	manufacturing	NOUN
fbem-26815	56	29	companies	company	NOUN
fbem-26815	56	30	as	as	ADP
fbem-26815	56	31	a	a	DET
fbem-26815	56	32	measurement	measurement	NOUN
fbem-26815	56	33	indicator	indicator	NOUN
fbem-26815	56	34	for	for	ADP
fbem-26815	56	35	constructing	construct	VERB
fbem-26815	56	36	corporate	corporate	ADJ
fbem-26815	56	37	digital	digital	ADJ
fbem-26815	56	38	transformation	transformation	NOUN
fbem-26815	56	39	,	,	PUNCT
fbem-26815	56	40	then	then	ADV
fbem-26815	56	41	adds	add	VERB
fbem-26815	56	42	1	1	NUM
fbem-26815	56	43	to	to	ADP
fbem-26815	56	44	the	the	DET
fbem-26815	56	45	frequency	frequency	NOUN
fbem-26815	56	46	of	of	ADP
fbem-26815	56	47	digital	digital	ADJ
fbem-26815	56	48	transformation	transformation	NOUN
fbem-26815	56	49	words	word	NOUN
fbem-26815	56	50	and	and	CCONJ
fbem-26815	56	51	takes	take	VERB
fbem-26815	56	52	the	the	DET
fbem-26815	56	53	natural	natural	ADJ
fbem-26815	56	54	logarithm	logarithm	NOUN
fbem-26815	56	55	as	as	ADP
fbem-26815	56	56	the	the	DET
fbem-26815	56	57	explanatory	explanatory	ADJ
fbem-26815	56	58	variable	variable	NOUN
fbem-26815	56	59	.	.	PUNCT
fbem-26815	57	1	3.2.3	3.2.3	X
fbem-26815	57	2	.	.	X
fbem-26815	57	3	control	control	NOUN
fbem-26815	57	4	variables	variable	NOUN
fbem-26815	57	5	this	this	DET
fbem-26815	57	6	essay	essay	NOUN
fbem-26815	57	7	uses	use	VERB
fbem-26815	57	8	the	the	DET
fbem-26815	57	9	return	return	NOUN
fbem-26815	57	10	on	on	ADP
fbem-26815	57	11	total	total	ADJ
fbem-26815	57	12	assets	asset	NOUN
fbem-26815	57	13	of	of	ADP
fbem-26815	57	14	enterprises	enterprise	NOUN
fbem-26815	57	15	,	,	PUNCT
fbem-26815	57	16	the	the	DET
fbem-26815	57	17	debt	debt	NOUN
fbem-26815	57	18	-	-	PUNCT
fbem-26815	57	19	to	to	ADP
fbem-26815	57	20	-	-	PUNCT
fbem-26815	57	21	asset	asset	NOUN
fbem-26815	57	22	ratio	ratio	NOUN
fbem-26815	57	23	of	of	ADP
fbem-26815	57	24	enterprises	enterprise	NOUN
fbem-26815	57	25	,	,	PUNCT
fbem-26815	57	26	as	as	ADP
fbem-26815	57	27	control	control	NOUN
fbem-26815	57	28	variables	variable	NOUN
fbem-26815	57	29	,	,	PUNCT
fbem-26815	57	30	the	the	DET
fbem-26815	57	31	shareholding	shareholding	NOUN
fbem-26815	57	32	ratio	ratio	NOUN
fbem-26815	57	33	of	of	ADP
fbem-26815	57	34	the	the	DET
fbem-26815	57	35	main	main	ADJ
fbem-26815	57	36	shareholder	shareholder	NOUN
fbem-26815	57	37	of	of	ADP
fbem-26815	57	38	enterprises	enterprise	NOUN
fbem-26815	57	39	,	,	PUNCT
fbem-26815	57	40	and	and	CCONJ
fbem-26815	57	41	dual	dual	ADJ
fbem-26815	57	42	-	-	PUNCT
fbem-26815	57	43	position	position	NOUN
fbem-26815	57	44	holding	holding	NOUN
fbem-26815	57	45	.	.	PUNCT
fbem-26815	58	1	the	the	DET
fbem-26815	58	2	variable	variable	ADJ
fbem-26815	58	3	definitions	definition	NOUN
fbem-26815	58	4	are	be	AUX
fbem-26815	58	5	shown	show	VERB
fbem-26815	58	6	in	in	ADP
fbem-26815	58	7	table	table	NOUN
fbem-26815	58	8	1	1	NUM
fbem-26815	58	9	.	.	PUNCT
fbem-26815	58	10	table	table	NOUN
fbem-26815	58	11	1	1	NUM
fbem-26815	58	12	.	.	PUNCT
fbem-26815	59	1	variables	variable	NOUN
fbem-26815	59	2	definition	definition	NOUN
fbem-26815	59	3	variable	variable	ADJ
fbem-26815	59	4	types	type	NOUN
fbem-26815	59	5	variable	variable	ADJ
fbem-26815	59	6	name	name	NOUN
fbem-26815	59	7	variable	variable	ADJ
fbem-26815	59	8	symbols	symbol	NOUN
fbem-26815	59	9	variable	variable	ADJ
fbem-26815	59	10	definition	definition	NOUN
fbem-26815	59	11	explained	explain	VERB
fbem-26815	59	12	variable	variable	ADJ
fbem-26815	59	13	innovation	innovation	NOUN
fbem-26815	59	14	performance	performance	NOUN
fbem-26815	59	15	pa	pa	PROPN
fbem-26815	59	16	ln	ln	NOUN
fbem-26815	59	17	(	(	PUNCT
fbem-26815	59	18	the	the	DET
fbem-26815	59	19	number	number	NOUN
fbem-26815	59	20	of	of	ADP
fbem-26815	59	21	patents	patent	NOUN
fbem-26815	59	22	in	in	ADP
fbem-26815	59	23	the	the	DET
fbem-26815	59	24	current	current	ADJ
fbem-26815	59	25	year	year	NOUN
fbem-26815	59	26	+	+	CCONJ
fbem-26815	59	27	1	1	X
fbem-26815	59	28	)	)	PUNCT
fbem-26815	59	29	explanatory	explanatory	ADJ
fbem-26815	59	30	variables	variable	VERB
fbem-26815	59	31	digital	digital	ADJ
fbem-26815	59	32	transformation	transformation	NOUN
fbem-26815	60	1	dt	dt	X
fbem-26815	60	2	ln	ln	INTJ
fbem-26815	61	1	(	(	PUNCT
fbem-26815	61	2	digital	digital	ADJ
fbem-26815	61	3	word	word	NOUN
fbem-26815	61	4	frequency	frequency	NOUN
fbem-26815	61	5	in	in	ADP
fbem-26815	61	6	that	that	DET
fbem-26815	61	7	year	year	NOUN
fbem-26815	61	8	+	+	NOUN
fbem-26815	61	9	1	1	X
fbem-26815	61	10	)	)	PUNCT
fbem-26815	61	11	control	control	NOUN
fbem-26815	61	12	variables	variable	VERB
fbem-26815	61	13	debt	debt	NOUN
fbem-26815	61	14	-	-	PUNCT
fbem-26815	61	15	to	to	ADP
fbem-26815	61	16	-	-	PUNCT
fbem-26815	61	17	asset	asset	NOUN
fbem-26815	61	18	ratio	ratio	NOUN
fbem-26815	61	19	lev	lev	NOUN
fbem-26815	61	20	total	total	ADJ
fbem-26815	61	21	liabilities	liability	NOUN
fbem-26815	61	22	/	/	SYM
fbem-26815	61	23	total	total	ADJ
fbem-26815	61	24	assets	asset	NOUN
fbem-26815	61	25	return	return	VERB
fbem-26815	61	26	on	on	ADP
fbem-26815	61	27	total	total	ADJ
fbem-26815	61	28	assets	asset	NOUN
fbem-26815	61	29	roa	roa	PROPN
fbem-26815	61	30	net	net	ADJ
fbem-26815	61	31	profit	profit	NOUN
fbem-26815	61	32	/	/	SYM
fbem-26815	61	33	total	total	ADJ
fbem-26815	61	34	assets	asset	NOUN
fbem-26815	61	35	shareholding	shareholding	NOUN
fbem-26815	61	36	ratio	ratio	NOUN
fbem-26815	61	37	of	of	ADP
fbem-26815	61	38	the	the	DET
fbem-26815	61	39	largest	large	ADJ
fbem-26815	61	40	shareholder	shareholder	NOUN
fbem-26815	61	41	topi	topi	VERB
fbem-26815	61	42	number	number	NOUN
fbem-26815	61	43	of	of	ADP
fbem-26815	61	44	shares	share	NOUN
fbem-26815	61	45	held	hold	VERB
fbem-26815	61	46	by	by	ADP
fbem-26815	61	47	the	the	DET
fbem-26815	61	48	largest	large	ADJ
fbem-26815	61	49	shareholder	shareholder	NOUN
fbem-26815	61	50	/	/	SYM
fbem-26815	61	51	total	total	ADJ
fbem-26815	61	52	number	number	NOUN
fbem-26815	61	53	of	of	ADP
fbem-26815	61	54	shares	share	NOUN
fbem-26815	61	55	two	two	NUM
fbem-26815	61	56	jobs	job	NOUN
fbem-26815	61	57	at	at	ADP
fbem-26815	61	58	the	the	DET
fbem-26815	61	59	same	same	ADJ
fbem-26815	61	60	time	time	NOUN
fbem-26815	61	61	dual	dual	ADJ
fbem-26815	61	62	1	1	NUM
fbem-26815	61	63	if	if	SCONJ
fbem-26815	61	64	the	the	DET
fbem-26815	61	65	chairman	chairman	NOUN
fbem-26815	61	66	is	be	AUX
fbem-26815	61	67	also	also	ADV
fbem-26815	61	68	the	the	DET
fbem-26815	61	69	ceo	ceo	NOUN
fbem-26815	61	70	,	,	PUNCT
fbem-26815	61	71	0	0	NUM
fbem-26815	61	72	otherwise	otherwise	ADV
fbem-26815	61	73	3.3	3.3	NUM
fbem-26815	61	74	.	.	PUNCT
fbem-26815	62	1	model	model	NOUN
fbem-26815	62	2	building	build	VERB
fbem-26815	62	3	the	the	DET
fbem-26815	62	4	subsequent	subsequent	ADJ
fbem-26815	62	5	model	model	NOUN
fbem-26815	62	6	is	be	AUX
fbem-26815	62	7	established	establish	VERB
fbem-26815	62	8	in	in	ADP
fbem-26815	62	9	this	this	DET
fbem-26815	62	10	essay	essay	NOUN
fbem-26815	62	11	to	to	PART
fbem-26815	62	12	evaluate	evaluate	VERB
fbem-26815	62	13	the	the	DET
fbem-26815	62	14	research	research	NOUN
fbem-26815	62	15	hypothesis	hypothesis	NOUN
fbem-26815	62	16	:	:	PUNCT
fbem-26815	62	17	𝑃𝐴𝑖,𝑡	𝑃𝐴𝑖,𝑡	PROPN
fbem-26815	62	18	=	=	SYM
fbem-26815	62	19	𝛼	𝛼	NOUN
fbem-26815	62	20	+	+	NOUN
fbem-26815	62	21	𝛼1𝐷𝑇𝑖,𝑡	𝛼1𝐷𝑇𝑖,𝑡	NOUN
fbem-26815	62	22	+	+	CCONJ
fbem-26815	62	23	∑	∑	PUNCT
fbem-26815	62	24	𝛼𝑘𝐶𝑜𝑛𝑡𝑟𝑜𝑙𝑖,𝑡	𝛼𝑘𝐶𝑜𝑛𝑡𝑟𝑜𝑙𝑖,𝑡	X
fbem-26815	62	25	+	+	CCONJ
fbem-26815	62	26	∑	∑	PUNCT
fbem-26815	62	27	𝑌𝑒𝑎𝑟	𝑌𝑒𝑎𝑟	NOUN
fbem-26815	62	28	+	+	NOUN
fbem-26815	62	29	∑	∑	PROPN
fbem-26815	62	30	𝐼𝑛𝑑𝑢𝑠𝑡𝑟𝑦	𝐼𝑛𝑑𝑢𝑠𝑡𝑟𝑦	PROPN
fbem-26815	62	31	+	+	CCONJ
fbem-26815	62	32	𝜀𝑖,𝑡	𝜀𝑖,𝑡	X
fbem-26815	62	33	(	(	PUNCT
fbem-26815	62	34	1	1	X
fbem-26815	62	35	)	)	PUNCT
fbem-26815	62	36	the	the	DET
fbem-26815	62	37	enterprise	enterprise	NOUN
fbem-26815	62	38	is	be	AUX
fbem-26815	62	39	represented	represent	VERB
fbem-26815	62	40	by	by	ADP
fbem-26815	62	41	i	i	PRON
fbem-26815	62	42	in	in	ADP
fbem-26815	62	43	the	the	DET
fbem-26815	62	44	aforementioned	aforementioned	ADJ
fbem-26815	62	45	paradigm	paradigm	NOUN
fbem-26815	62	46	,	,	PUNCT
fbem-26815	62	47	while	while	SCONJ
fbem-26815	62	48	t	t	PROPN
fbem-26815	62	49	represents	represent	VERB
fbem-26815	62	50	time	time	NOUN
fbem-26815	62	51	.	.	PUNCT
fbem-26815	63	1	the	the	DET
fbem-26815	63	2	enterprise	enterprise	NOUN
fbem-26815	63	3	's	's	PART
fbem-26815	63	4	innovation	innovation	NOUN
fbem-26815	63	5	performance	performance	NOUN
fbem-26815	63	6	is	be	AUX
fbem-26815	63	7	represented	represent	VERB
fbem-26815	63	8	by	by	ADP
fbem-26815	63	9	pa	pa	PROPN
fbem-26815	63	10	,	,	PUNCT
fbem-26815	63	11	and	and	CCONJ
fbem-26815	63	12	digital	digital	ADJ
fbem-26815	63	13	transformation	transformation	NOUN
fbem-26815	63	14	is	be	AUX
fbem-26815	63	15	represented	represent	VERB
fbem-26815	63	16	by	by	ADP
fbem-26815	63	17	dt	dt	PROPN
fbem-26815	63	18	.	.	PUNCT
fbem-26815	64	1	the	the	DET
fbem-26815	64	2	control	control	NOUN
fbem-26815	64	3	variable	variable	NOUN
fbem-26815	64	4	is	be	AUX
fbem-26815	64	5	control	control	NOUN
fbem-26815	64	6	.	.	PUNCT
fbem-26815	65	1	σ	σ	NOUN
fbem-26815	65	2	year	year	NOUN
fbem-26815	65	3	is	be	AUX
fbem-26815	65	4	the	the	DET
fbem-26815	65	5	time	time	NOUN
fbem-26815	65	6	fixed	fix	VERB
fbem-26815	65	7	effect	effect	NOUN
fbem-26815	65	8	,	,	PUNCT
fbem-26815	65	9	σ	σ	NUM
fbem-26815	65	10	industry	industry	NOUN
fbem-26815	65	11	is	be	AUX
fbem-26815	65	12	the	the	DET
fbem-26815	65	13	industry	industry	NOUN
fbem-26815	65	14	fixed	fix	VERB
fbem-26815	65	15	effect	effect	NOUN
fbem-26815	65	16	,	,	PUNCT
fbem-26815	65	17	and	and	CCONJ
fbem-26815	65	18	ε	ε	PROPN
fbem-26815	65	19	is	be	AUX
fbem-26815	65	20	the	the	DET
fbem-26815	65	21	random	random	ADJ
fbem-26815	65	22	error	error	NOUN
fbem-26815	65	23	term	term	NOUN
fbem-26815	65	24	.	.	PUNCT
fbem-26815	66	1	the	the	DET
fbem-26815	66	2	empirical	empirical	ADJ
fbem-26815	66	3	equation	equation	NOUN
fbem-26815	66	4	known	know	VERB
fbem-26815	66	5	as	as	ADP
fbem-26815	66	6	model	model	NOUN
fbem-26815	66	7	(	(	PUNCT
fbem-26815	66	8	1	1	NUM
fbem-26815	66	9	)	)	PUNCT
fbem-26815	66	10	is	be	AUX
fbem-26815	66	11	intended	intend	VERB
fbem-26815	66	12	to	to	PART
fbem-26815	66	13	evaluate	evaluate	VERB
fbem-26815	66	14	the	the	DET
fbem-26815	66	15	hypothesis	hypothesis	NOUN
fbem-26815	66	16	h1	h1	NOUN
fbem-26815	66	17	.	.	PUNCT
fbem-26815	67	1	4	4	X
fbem-26815	67	2	.	.	X
fbem-26815	67	3	empirical	empirical	ADJ
fbem-26815	67	4	analysis	analysis	NOUN
fbem-26815	67	5	4.1	4.1	NUM
fbem-26815	67	6	.	.	PUNCT
fbem-26815	68	1	descriptive	descriptive	ADJ
fbem-26815	68	2	statistical	statistical	ADJ
fbem-26815	68	3	analysis	analysis	NOUN
fbem-26815	68	4	result	result	NOUN
fbem-26815	68	5	is	be	AUX
fbem-26815	68	6	shown	show	VERB
fbem-26815	68	7	in	in	ADP
fbem-26815	68	8	table	table	NOUN
fbem-26815	68	9	2	2	NUM
fbem-26815	68	10	.	.	PUNCT
fbem-26815	69	1	the	the	DET
fbem-26815	69	2	minimum	minimum	ADJ
fbem-26815	69	3	value	value	NOUN
fbem-26815	69	4	pa	pa	PROPN
fbem-26815	69	5	is	be	AUX
fbem-26815	69	6	1.100	1.100	NUM
fbem-26815	69	7	,	,	PUNCT
fbem-26815	69	8	the	the	DET
fbem-26815	69	9	maximum	maximum	ADJ
fbem-26815	69	10	value	value	NOUN
fbem-26815	69	11	is	be	AUX
fbem-26815	69	12	7.451	7.451	NUM
fbem-26815	69	13	,	,	PUNCT
fbem-26815	69	14	and	and	CCONJ
fbem-26815	69	15	the	the	DET
fbem-26815	69	16	standard	standard	ADJ
fbem-26815	69	17	deviation	deviation	NOUN
fbem-26815	69	18	is	be	AUX
fbem-26815	69	19	1.177	1.177	NUM
fbem-26815	69	20	,	,	PUNCT
fbem-26815	69	21	indicating	indicate	VERB
fbem-26815	69	22	that	that	SCONJ
fbem-26815	69	23	the	the	DET
fbem-26815	69	24	innovation	innovation	NOUN
fbem-26815	69	25	level	level	NOUN
fbem-26815	69	26	among	among	ADP
fbem-26815	69	27	manufacturing	manufacturing	NOUN
fbem-26815	69	28	enterprises	enterprise	NOUN
fbem-26815	69	29	is	be	AUX
fbem-26815	69	30	uneven	uneven	ADJ
fbem-26815	69	31	.	.	PUNCT
fbem-26815	70	1	the	the	DET
fbem-26815	70	2	minimum	minimum	ADJ
fbem-26815	70	3	value	value	NOUN
fbem-26815	70	4	of	of	ADP
fbem-26815	70	5	dt	dt	PROPN
fbem-26815	70	6	is	be	AUX
fbem-26815	70	7	0.693	0.693	NUM
fbem-26815	70	8	,	,	PUNCT
fbem-26815	70	9	the	the	DET
fbem-26815	70	10	maximum	maximum	ADJ
fbem-26815	70	11	value	value	NOUN
fbem-26815	70	12	is	be	AUX
fbem-26815	70	13	5.343	5.343	NUM
fbem-26815	70	14	,	,	PUNCT
fbem-26815	70	15	and	and	CCONJ
fbem-26815	70	16	the	the	DET
fbem-26815	70	17	standard	standard	ADJ
fbem-26815	70	18	deviation	deviation	NOUN
fbem-26815	70	19	is	be	AUX
fbem-26815	70	20	1.054	1.054	NUM
fbem-26815	70	21	,	,	PUNCT
fbem-26815	70	22	indicating	indicate	VERB
fbem-26815	70	23	that	that	SCONJ
fbem-26815	70	24	the	the	DET
fbem-26815	70	25	current	current	ADJ
fbem-26815	70	26	degree	degree	NOUN
fbem-26815	70	27	of	of	ADP
fbem-26815	70	28	digitalization	digitalization	NOUN
fbem-26815	70	29	varies	vary	VERB
fbem-26815	70	30	greatly	greatly	ADV
fbem-26815	70	31	.	.	PUNCT
fbem-26815	71	1	102	102	NUM
fbem-26815	71	2	table	table	NOUN
fbem-26815	71	3	2	2	NUM
fbem-26815	71	4	.	.	PUNCT
fbem-26815	71	5	descriptive	descriptive	ADJ
fbem-26815	71	6	statistical	statistical	ADJ
fbem-26815	71	7	analysis	analysis	NOUN
fbem-26815	71	8	variable	variable	ADJ
fbem-26815	71	9	sample	sample	NOUN
fbem-26815	71	10	size	size	NOUN
fbem-26815	71	11	average	average	ADJ
fbem-26815	71	12	median	median	ADJ
fbem-26815	71	13	standard	standard	ADJ
fbem-26815	71	14	deviation	deviation	NOUN
fbem-26815	71	15	min	min	NOUN
fbem-26815	71	16	max	max	PROPN
fbem-26815	71	17	pa	pa	PROPN
fbem-26815	71	18	2	2	NUM
fbem-26815	71	19	000	000	NUM
fbem-26815	71	20	3.620	3.620	NUM
fbem-26815	71	21	3.556	3.556	NUM
fbem-26815	71	22	1.177	1.177	NUM
fbem-26815	71	23	1.100	1.100	NUM
fbem-26815	71	24	7.451	7.451	NUM
fbem-26815	71	25	dt	dt	NOUN
fbem-26815	71	26	2	2	NUM
fbem-26815	71	27	000	000	NUM
fbem-26815	71	28	2.034	2.034	NUM
fbem-26815	71	29	1.947	1.947	NUM
fbem-26815	71	30	1.054	1.054	NUM
fbem-26815	71	31	0.694	0.694	NUM
fbem-26815	71	32	5.343	5.343	NUM
fbem-26815	71	33	lev	lev	NOUN
fbem-26815	71	34	2	2	NUM
fbem-26815	71	35	000	000	NUM
fbem-26815	71	36	0.374	0.374	NUM
fbem-26815	71	37	0.361	0.361	NUM
fbem-26815	71	38	0.188	0.188	NUM
fbem-26815	71	39	0.021	0.021	NUM
fbem-26815	71	40	1.112	1.112	NUM
fbem-26815	71	41	roa	roa	NOUN
fbem-26815	71	42	2000	2000	NUM
fbem-26815	71	43	0.051	0.051	NUM
fbem-26815	71	44	0.048	0.048	NUM
fbem-26815	71	45	0.067	0.067	NUM
fbem-26815	71	46	-0.839	-0.839	NUM
fbem-26815	71	47	0.787	0.787	NUM
fbem-26815	71	48	topi	topi	VERB
fbem-26815	71	49	2000	2000	NUM
fbem-26815	71	50	33.651	33.651	NUM
fbem-26815	71	51	31.691	31.691	NUM
fbem-26815	71	52	14.461	14.461	NUM
fbem-26815	71	53	2.9	2.9	NUM
fbem-26815	71	54	81.89	81.89	NUM
fbem-26815	72	1	dual	dual	ADJ
fbem-26815	73	1	2000	2000	NUM
fbem-26815	73	2	0.336	0.336	NUM
fbem-26815	73	3	0	0	NUM
fbem-26815	73	4	0.473	0.473	NUM
fbem-26815	73	5	0	0	NUM
fbem-26815	73	6	1	1	NUM
fbem-26815	73	7	4.2	4.2	NUM
fbem-26815	73	8	.	.	PUNCT
fbem-26815	74	1	correlation	correlation	NOUN
fbem-26815	74	2	analysis	analysis	NOUN
fbem-26815	74	3	table	table	NOUN
fbem-26815	74	4	3	3	NUM
fbem-26815	74	5	presents	present	VERB
fbem-26815	74	6	the	the	DET
fbem-26815	74	7	correlation	correlation	NOUN
fbem-26815	74	8	coefficients	coefficient	NOUN
fbem-26815	74	9	among	among	ADP
fbem-26815	74	10	the	the	DET
fbem-26815	74	11	factors	factor	NOUN
fbem-26815	74	12	discussed	discuss	VERB
fbem-26815	74	13	in	in	ADP
fbem-26815	74	14	this	this	DET
fbem-26815	74	15	essay	essay	NOUN
fbem-26815	74	16	.	.	PUNCT
fbem-26815	75	1	the	the	DET
fbem-26815	75	2	pearson	pearson	PROPN
fbem-26815	75	3	correlation	correlation	NOUN
fbem-26815	75	4	coefficient	coefficient	NOUN
fbem-26815	75	5	between	between	ADP
fbem-26815	75	6	dt	dt	PROPN
fbem-26815	75	7	and	and	CCONJ
fbem-26815	75	8	pa	pa	PROPN
fbem-26815	75	9	is	be	AUX
fbem-26815	75	10	0.206	0.206	NUM
fbem-26815	75	11	,	,	PUNCT
fbem-26815	75	12	above	above	ADP
fbem-26815	75	13	the	the	DET
fbem-26815	75	14	1	1	NUM
fbem-26815	75	15	%	%	NOUN
fbem-26815	75	16	significance	significance	NOUN
fbem-26815	75	17	level	level	NOUN
fbem-26815	75	18	test	test	NOUN
fbem-26815	75	19	,	,	PUNCT
fbem-26815	75	20	signifying	signify	VERB
fbem-26815	75	21	a	a	DET
fbem-26815	75	22	positive	positive	ADJ
fbem-26815	75	23	association	association	NOUN
fbem-26815	75	24	between	between	ADP
fbem-26815	75	25	dt	dt	PROPN
fbem-26815	75	26	and	and	CCONJ
fbem-26815	75	27	pa	pa	PROPN
fbem-26815	75	28	.	.	PROPN
fbem-26815	76	1	h1	h1	PROPN
fbem-26815	76	2	was	be	AUX
fbem-26815	76	3	initially	initially	ADV
fbem-26815	76	4	verified	verify	VERB
fbem-26815	76	5	.	.	PUNCT
fbem-26815	77	1	table	table	NOUN
fbem-26815	77	2	3	3	NUM
fbem-26815	77	3	.	.	PUNCT
fbem-26815	77	4	correlation	correlation	NOUN
fbem-26815	77	5	analysis	analysis	NOUN
fbem-26815	77	6	variable	variable	NOUN
fbem-26815	77	7	pa	pa	PROPN
fbem-26815	77	8	dt	dt	PROPN
fbem-26815	77	9	lev	lev	PROPN
fbem-26815	77	10	roa	roa	PROPN
fbem-26815	77	11	topi	topi	VERB
fbem-26815	77	12	dual	dual	ADJ
fbem-26815	77	13	pa	pa	PROPN
fbem-26815	77	14	1	1	NUM
fbem-26815	77	15	dt	dt	PROPN
fbem-26815	77	16	0.206	0.206	NUM
fbem-26815	77	17	*	*	PUNCT
fbem-26815	78	1	*	*	PUNCT
fbem-26815	79	1	*	*	PUNCT
fbem-26815	79	2	1	1	NUM
fbem-26815	79	3	lev	lev	NOUN
fbem-26815	79	4	0	0	NUM
fbem-26815	79	5	.349	.349	NUM
fbem-26815	79	6	*	*	PUNCT
fbem-26815	79	7	*	*	PUNCT
fbem-26815	79	8	*	*	PUNCT
fbem-26815	79	9	0.004	0.004	NUM
fbem-26815	79	10	1	1	NUM
fbem-26815	79	11	roa	roa	NOUN
fbem-26815	79	12	0.047	0.047	NUM
fbem-26815	79	13	*	*	NOUN
fbem-26815	79	14	*	*	PUNCT
fbem-26815	79	15	0.061	0.061	NUM
fbem-26815	79	16	*	*	PUNCT
fbem-26815	79	17	*	*	PUNCT
fbem-26815	79	18	*	*	PUNCT
fbem-26815	79	19	0.295	0.295	NUM
fbem-26815	79	20	*	*	PUNCT
fbem-26815	79	21	*	*	PUNCT
fbem-26815	79	22	*	*	PROPN
fbem-26815	79	23	1	1	NUM
fbem-26815	79	24	topi	topi	VERB
fbem-26815	79	25	0.054	0.054	NUM
fbem-26815	79	26	*	*	PUNCT
fbem-26815	79	27	*	*	PUNCT
fbem-26815	79	28	0.054	0.054	NUM
fbem-26815	79	29	*	*	PUNCT
fbem-26815	79	30	*	*	X
fbem-26815	80	1	0.042	0.042	NUM
fbem-26815	80	2	*	*	PUNCT
fbem-26815	80	3	0.102	0.102	NUM
fbem-26815	80	4	*	*	PUNCT
fbem-26815	80	5	*	*	PUNCT
fbem-26815	80	6	*	*	PUNCT
fbem-26815	80	7	1	1	NUM
fbem-26815	80	8	dual	dual	ADJ
fbem-26815	80	9	0.088	0.088	NUM
fbem-26815	80	10	*	*	PUNCT
fbem-26815	80	11	*	*	PUNCT
fbem-26815	80	12	*	*	PUNCT
fbem-26815	80	13	0.046	0.046	NUM
fbem-26815	80	14	*	*	PUNCT
fbem-26815	80	15	*	*	PUNCT
fbem-26815	80	16	0.195	0.195	NUM
fbem-26815	80	17	*	*	PUNCT
fbem-26815	80	18	*	*	PUNCT
fbem-26815	80	19	*	*	X
fbem-26815	80	20	0.039	0.039	NUM
fbem-26815	80	21	*	*	PUNCT
fbem-26815	80	22	0.029	0.029	NUM
fbem-26815	80	23	1	1	NUM
fbem-26815	80	24	note	note	NOUN
fbem-26815	80	25	:	:	PUNCT
fbem-26815	80	26	*	*	PUNCT
fbem-26815	80	27	*	*	PUNCT
fbem-26815	80	28	*	*	PUNCT
fbem-26815	80	29	,	,	PUNCT
fbem-26815	80	30	*	*	PUNCT
fbem-26815	80	31	*	*	PUNCT
fbem-26815	80	32	,	,	PUNCT
fbem-26815	80	33	and	and	CCONJ
fbem-26815	80	34	*	*	AUX
fbem-26815	80	35	represent	represent	VERB
fbem-26815	80	36	that	that	SCONJ
fbem-26815	80	37	the	the	DET
fbem-26815	80	38	coefficient	coefficient	NOUN
fbem-26815	80	39	is	be	AUX
fbem-26815	80	40	significant	significant	ADJ
fbem-26815	80	41	at	at	ADP
fbem-26815	80	42	the	the	DET
fbem-26815	80	43	1	1	NUM
fbem-26815	80	44	%	%	NOUN
fbem-26815	80	45	,	,	PUNCT
fbem-26815	80	46	5	5	NUM
fbem-26815	80	47	%	%	NOUN
fbem-26815	80	48	,	,	PUNCT
fbem-26815	80	49	and	and	CCONJ
fbem-26815	80	50	10	10	NUM
fbem-26815	80	51	%	%	NOUN
fbem-26815	80	52	levels	level	NOUN
fbem-26815	80	53	respectively	respectively	ADV
fbem-26815	80	54	.	.	PUNCT
fbem-26815	81	1	then	then	ADV
fbem-26815	81	2	by	by	ADP
fbem-26815	81	3	evaluating	evaluate	VERB
fbem-26815	81	4	the	the	DET
fbem-26815	81	5	variance	variance	NOUN
fbem-26815	81	6	inflation	inflation	NOUN
fbem-26815	81	7	factor	factor	NOUN
fbem-26815	81	8	(	(	PUNCT
fbem-26815	81	9	vif	vif	PROPN
fbem-26815	81	10	)	)	PUNCT
fbem-26815	81	11	,	,	PUNCT
fbem-26815	81	12	as	as	SCONJ
fbem-26815	81	13	shown	show	VERB
fbem-26815	81	14	in	in	ADP
fbem-26815	81	15	table	table	NOUN
fbem-26815	81	16	4	4	NUM
fbem-26815	81	17	,	,	PUNCT
fbem-26815	81	18	the	the	DET
fbem-26815	81	19	maximum	maximum	ADJ
fbem-26815	81	20	value	value	NOUN
fbem-26815	81	21	of	of	ADP
fbem-26815	81	22	the	the	DET
fbem-26815	81	23	explanatory	explanatory	ADJ
fbem-26815	81	24	variable	variable	NOUN
fbem-26815	81	25	and	and	CCONJ
fbem-26815	81	26	control	control	NOUN
fbem-26815	81	27	variable	variable	ADJ
fbem-26815	81	28	vif	vif	NOUN
fbem-26815	81	29	is	be	AUX
fbem-26815	81	30	1.14	1.14	NUM
fbem-26815	81	31	,	,	PUNCT
fbem-26815	81	32	which	which	PRON
fbem-26815	81	33	is	be	AUX
fbem-26815	81	34	far	far	ADV
fbem-26815	81	35	less	less	ADJ
fbem-26815	81	36	than	than	ADP
fbem-26815	81	37	the	the	DET
fbem-26815	81	38	critical	critical	ADJ
fbem-26815	81	39	value	value	NOUN
fbem-26815	81	40	10	10	NUM
fbem-26815	81	41	.	.	PUNCT
fbem-26815	82	1	the	the	DET
fbem-26815	82	2	multicollinearity	multicollinearity	NOUN
fbem-26815	82	3	isse	isse	NOUN
fbem-26815	82	4	is	be	AUX
fbem-26815	82	5	eliminated	eliminate	VERB
fbem-26815	82	6	,	,	PUNCT
fbem-26815	82	7	multiple	multiple	ADJ
fbem-26815	82	8	regression	regression	NOUN
fbem-26815	82	9	analysis	analysis	NOUN
fbem-26815	82	10	can	can	AUX
fbem-26815	82	11	be	be	AUX
fbem-26815	82	12	performed	perform	VERB
fbem-26815	82	13	,	,	PUNCT
fbem-26815	82	14	and	and	CCONJ
fbem-26815	82	15	the	the	DET
fbem-26815	82	16	empirical	empirical	ADJ
fbem-26815	82	17	results	result	NOUN
fbem-26815	82	18	are	be	AUX
fbem-26815	82	19	credible	credible	ADJ
fbem-26815	82	20	.	.	PUNCT
fbem-26815	83	1	table	table	NOUN
fbem-26815	83	2	4	4	NUM
fbem-26815	83	3	.	.	PUNCT
fbem-26815	83	4	collinearity	collinearity	NOUN
fbem-26815	83	5	diagnosis	diagnosis	NOUN
fbem-26815	83	6	variable	variable	NOUN
fbem-26815	83	7	vif	vif	NOUN
fbem-26815	83	8	1	1	NUM
fbem-26815	83	9	/	/	SYM
fbem-26815	83	10	vif	vif	X
fbem-26815	83	11	dt	dt	NOUN
fbem-26815	83	12	1.15	1.15	NUM
fbem-26815	83	13	0.874358	0.874358	NUM
fbem-26815	83	14	lev	lev	NOUN
fbem-26815	83	15	1.12	1.12	NUM
fbem-26815	83	16	0.897201	0.897201	NUM
fbem-26815	83	17	roa	roa	NOUN
fbem-26815	83	18	1.05	1.05	NUM
fbem-26815	83	19	0.958662	0.958662	NUM
fbem-26815	83	20	topi	topi	VERB
fbem-26815	83	21	1.03	1.03	NUM
fbem-26815	83	22	0.980760	0.980760	NUM
fbem-26815	83	23	dual	dual	ADJ
fbem-26815	83	24	1.02	1.02	NUM
fbem-26815	83	25	0.991812	0.991812	NUM
fbem-26815	83	26	mean	mean	NOUN
fbem-26815	83	27	vif	vif	NOUN
fbem-26815	83	28	1.08	1.08	NUM
fbem-26815	83	29	4.3	4.3	NUM
fbem-26815	83	30	.	.	PUNCT
fbem-26815	84	1	multiple	multiple	ADJ
fbem-26815	84	2	regression	regression	NOUN
fbem-26815	84	3	analysis	analysis	NOUN
fbem-26815	84	4	this	this	DET
fbem-26815	84	5	essay	essay	NOUN
fbem-26815	84	6	uses	use	VERB
fbem-26815	84	7	the	the	DET
fbem-26815	84	8	hausman	hausman	ADJ
fbem-26815	84	9	test	test	NOUN
fbem-26815	84	10	to	to	PART
fbem-26815	84	11	determine	determine	VERB
fbem-26815	84	12	model	model	NOUN
fbem-26815	84	13	selection	selection	NOUN
fbem-26815	84	14	.	.	PUNCT
fbem-26815	85	1	the	the	DET
fbem-26815	85	2	result	result	NOUN
fbem-26815	85	3	of	of	ADP
fbem-26815	85	4	the	the	DET
fbem-26815	85	5	hausman	hausman	ADJ
fbem-26815	85	6	test	test	NOUN
fbem-26815	85	7	is	be	AUX
fbem-26815	85	8	"	"	PUNCT
fbem-26815	85	9	prob	prob	NOUN
fbem-26815	85	10	>	>	NOUN
fbem-26815	85	11	chi2	chi2	PROPN
fbem-26815	85	12	=	=	NOUN
fbem-26815	85	13	0	0	NUM
fbem-26815	85	14	"	"	PUNCT
fbem-26815	85	15	,	,	PUNCT
fbem-26815	85	16	which	which	PRON
fbem-26815	85	17	significantly	significantly	ADV
fbem-26815	85	18	rejects	reject	VERB
fbem-26815	85	19	the	the	DET
fbem-26815	85	20	null	null	ADJ
fbem-26815	85	21	hypothesis	hypothesis	NOUN
fbem-26815	85	22	.	.	PUNCT
fbem-26815	86	1	therefore	therefore	ADV
fbem-26815	86	2	,	,	PUNCT
fbem-26815	86	3	this	this	DET
fbem-26815	86	4	essay	essay	NOUN
fbem-26815	86	5	chooses	choose	VERB
fbem-26815	86	6	fixed	fix	VERB
fbem-26815	86	7	effects	effect	NOUN
fbem-26815	86	8	model	model	NOUN
fbem-26815	86	9	for	for	ADP
fbem-26815	86	10	multiple	multiple	ADJ
fbem-26815	86	11	regression	regression	NOUN
fbem-26815	86	12	analysis	analysis	NOUN
fbem-26815	86	13	.	.	PUNCT
fbem-26815	87	1	table	table	NOUN
fbem-26815	87	2	5	5	NUM
fbem-26815	87	3	shows	show	VERB
fbem-26815	87	4	model	model	NOUN
fbem-26815	87	5	(	(	PUNCT
fbem-26815	87	6	1	1	NUM
fbem-26815	87	7	)	)	PUNCT
fbem-26815	87	8	,	,	PUNCT
fbem-26815	87	9	the	the	DET
fbem-26815	87	10	fundamental	fundamental	ADJ
fbem-26815	87	11	model	model	NOUN
fbem-26815	87	12	with	with	ADP
fbem-26815	87	13	all	all	DET
fbem-26815	87	14	control	control	NOUN
fbem-26815	87	15	variables	variable	NOUN
fbem-26815	87	16	.	.	PUNCT
fbem-26815	88	1	model	model	NOUN
fbem-26815	88	2	(	(	PUNCT
fbem-26815	88	3	2	2	X
fbem-26815	88	4	)	)	PUNCT
fbem-26815	88	5	brings	bring	VERB
fbem-26815	88	6	digital	digital	ADJ
fbem-26815	88	7	transformation	transformation	NOUN
fbem-26815	88	8	(	(	PUNCT
fbem-26815	88	9	dt	dt	NOUN
fbem-26815	88	10	)	)	PUNCT
fbem-26815	88	11	into	into	ADP
fbem-26815	88	12	(	(	PUNCT
fbem-26815	88	13	1	1	NUM
fbem-26815	88	14	)	)	PUNCT
fbem-26815	88	15	,	,	PUNCT
fbem-26815	88	16	and	and	CCONJ
fbem-26815	88	17	the	the	DET
fbem-26815	88	18	output	output	NOUN
fbem-26815	88	19	reveals	reveal	VERB
fbem-26815	88	20	that	that	SCONJ
fbem-26815	88	21	the	the	DET
fbem-26815	88	22	regression	regression	NOUN
fbem-26815	88	23	coefficient	coefficient	NOUN
fbem-26815	88	24	of	of	ADP
fbem-26815	88	25	digital	digital	ADJ
fbem-26815	88	26	transformation	transformation	NOUN
fbem-26815	88	27	is	be	AUX
fbem-26815	88	28	0	0	NUM
fbem-26815	88	29	.	.	NOUN
fbem-26815	88	30	162	162	NUM
fbem-26815	88	31	,	,	PUNCT
fbem-26815	88	32	which	which	PRON
fbem-26815	88	33	is	be	AUX
fbem-26815	88	34	relevant	relevant	ADJ
fbem-26815	88	35	at	at	ADP
fbem-26815	88	36	the	the	DET
fbem-26815	88	37	1	1	NUM
fbem-26815	88	38	%	%	NOUN
fbem-26815	88	39	statistical	statistical	ADJ
fbem-26815	88	40	level	level	NOUN
fbem-26815	88	41	.	.	PUNCT
fbem-26815	89	1	all	all	DET
fbem-26815	89	2	things	thing	NOUN
fbem-26815	89	3	considered	consider	VERB
fbem-26815	89	4	,	,	PUNCT
fbem-26815	89	5	hypothesis	hypothesis	NOUN
fbem-26815	89	6	h1	h1	NOUN
fbem-26815	89	7	has	have	AUX
fbem-26815	89	8	been	be	AUX
fbem-26815	89	9	confirmed	confirm	VERB
fbem-26815	89	10	and	and	CCONJ
fbem-26815	89	11	dt	dt	PROPN
fbem-26815	89	12	improves	improve	VERB
fbem-26815	89	13	the	the	DET
fbem-26815	89	14	pa	pa	PROPN
fbem-26815	89	15	in	in	ADP
fbem-26815	89	16	manufacturing	manufacture	VERB
fbem-26815	89	17	companies	company	NOUN
fbem-26815	89	18	.	.	PUNCT
fbem-26815	90	1	table	table	NOUN
fbem-26815	90	2	5	5	NUM
fbem-26815	90	3	.	.	PUNCT
fbem-26815	91	1	regression	regression	NOUN
fbem-26815	91	2	analysis	analysis	NOUN
fbem-26815	91	3	results	result	NOUN
fbem-26815	91	4	model	model	NOUN
fbem-26815	91	5	(	(	PUNCT
fbem-26815	91	6	1	1	NUM
fbem-26815	91	7	)	)	PUNCT
fbem-26815	91	8	model	model	NOUN
fbem-26815	91	9	(	(	PUNCT
fbem-26815	91	10	2	2	NUM
fbem-26815	91	11	)	)	PUNCT
fbem-26815	91	12	variables	variable	NOUN
fbem-26815	91	13	pa	pa	PROPN
fbem-26815	91	14	pa	pa	PROPN
fbem-26815	91	15	dt	dt	PROPN
fbem-26815	91	16	0.162	0.162	NUM
fbem-26815	91	17	*	*	PUNCT
fbem-26815	91	18	*	*	PUNCT
fbem-26815	91	19	*	*	PUNCT
fbem-26815	91	20	(	(	PUNCT
fbem-26815	91	21	6.95	6.95	NUM
fbem-26815	91	22	)	)	PUNCT
fbem-26815	91	23	lev	lev	NOUN
fbem-26815	91	24	2.181	2.181	NUM
fbem-26815	91	25	*	*	PUNCT
fbem-26815	91	26	*	*	PUNCT
fbem-26815	91	27	*	*	PUNCT
fbem-26815	91	28	2.151	2.151	NUM
fbem-26815	91	29	*	*	PUNCT
fbem-26815	91	30	*	*	PUNCT
fbem-26815	91	31	*	*	PUNCT
fbem-26815	91	32	(	(	PUNCT
fbem-26815	91	33	16.80	16.80	NUM
fbem-26815	91	34	)	)	PUNCT
fbem-26815	91	35	(	(	PUNCT
fbem-26815	91	36	16.75	16.75	NUM
fbem-26815	91	37	)	)	PUNCT
fbem-26815	91	38	roa	roa	NOUN
fbem-26815	91	39	1.286	1.286	NUM
fbem-26815	91	40	*	*	PUNCT
fbem-26815	91	41	*	*	PUNCT
fbem-26815	91	42	*	*	PUNCT
fbem-26815	91	43	1.378	1.378	NUM
fbem-26815	91	44	*	*	PUNCT
fbem-26815	91	45	*	*	PUNCT
fbem-26815	91	46	*	*	PUNCT
fbem-26815	91	47	(	(	PUNCT
fbem-26815	91	48	3.57	3.57	NUM
fbem-26815	91	49	)	)	PUNCT
fbem-26815	91	50	(	(	PUNCT
fbem-26815	91	51	3.86	3.86	NUM
fbem-26815	91	52	)	)	PUNCT
fbem-26815	91	53	topi	topi	VERB
fbem-26815	91	54	0.006	0.006	NUM
fbem-26815	91	55	*	*	PUNCT
fbem-26815	91	56	*	*	PUNCT
fbem-26815	91	57	*	*	PUNCT
fbem-26815	91	58	0.007	0.007	NUM
fbem-26815	91	59	*	*	PUNCT
fbem-26815	91	60	*	*	PUNCT
fbem-26815	91	61	*	*	PUNCT
fbem-26815	91	62	(	(	PUNCT
fbem-26815	91	63	3.47	3.47	NUM
fbem-26815	91	64	)	)	PUNCT
fbem-26815	91	65	(	(	PUNCT
fbem-26815	91	66	3.53	3.53	NUM
fbem-26815	91	67	)	)	PUNCT
fbem-26815	91	68	dual	dual	ADJ
fbem-26815	91	69	-0.057	-0.057	PUNCT
fbem-26815	91	70	-0.062	-0.062	PUNCT
fbem-26815	91	71	(	(	PUNCT
fbem-26815	91	72	-1.17	-1.17	NUM
fbem-26815	91	73	)	)	PUNCT
fbem-26815	91	74	(	(	PUNCT
fbem-26815	91	75	-1.29	-1.29	NOUN
fbem-26815	91	76	)	)	PUNCT
fbem-26815	91	77	constant	constant	ADJ
fbem-26815	91	78	term	term	NOUN
fbem-26815	91	79	2.579	2.579	NUM
fbem-26815	91	80	*	*	PUNCT
fbem-26815	91	81	*	*	PUNCT
fbem-26815	91	82	*	*	PUNCT
fbem-26815	91	83	2.257	2.257	NUM
fbem-26815	91	84	*	*	PUNCT
fbem-26815	91	85	*	*	PUNCT
fbem-26815	91	86	*	*	PUNCT
fbem-26815	91	87	(	(	PUNCT
fbem-26815	91	88	32.37	32.37	NUM
fbem-26815	91	89	)	)	PUNCT
fbem-26815	91	90	(	(	PUNCT
fbem-26815	91	91	24.70	24.70	NUM
fbem-26815	91	92	)	)	PUNCT
fbem-26815	91	93	year	year	NOUN
fbem-26815	92	1	yes	yes	INTJ
fbem-26815	92	2	yes	yes	INTJ
fbem-26815	93	1	industry	industry	NOUN
fbem-26815	94	1	yes	yes	INTJ
fbem-26815	94	2	yes	yes	INTJ
fbem-26815	94	3	sample	sample	NOUN
fbem-26815	94	4	size	size	NOUN
fbem-26815	94	5	2,000	2,000	NUM
fbem-26815	94	6	2,000	2,000	NUM
fbem-26815	94	7	𝑅2	𝑅2	NOUN
fbem-26815	94	8	0.262	0.262	NUM
fbem-26815	94	9	0.279	0.279	NUM
fbem-26815	94	10	f	f	X
fbem-26815	94	11	-	-	PUNCT
fbem-26815	94	12	statistic	statistic	NOUN
fbem-26815	94	13	80.92	80.92	NUM
fbem-26815	94	14	75.80	75.80	NUM
fbem-26815	94	15	4.4	4.4	NUM
fbem-26815	94	16	.	.	PUNCT
fbem-26815	95	1	heterogeneity	heterogeneity	NOUN
fbem-26815	95	2	analysis	analysis	NOUN
fbem-26815	95	3	for	for	ADP
fbem-26815	95	4	further	far	ADV
fbem-26815	95	5	ensure	ensure	VERB
fbem-26815	95	6	the	the	DET
fbem-26815	95	7	authenticity	authenticity	NOUN
fbem-26815	95	8	of	of	ADP
fbem-26815	95	9	the	the	DET
fbem-26815	95	10	conclusion	conclusion	NOUN
fbem-26815	95	11	,	,	PUNCT
fbem-26815	95	12	this	this	DET
fbem-26815	95	13	essay	essay	NOUN
fbem-26815	95	14	will	will	AUX
fbem-26815	95	15	do	do	VERB
fbem-26815	95	16	a	a	DET
fbem-26815	95	17	heterogeneity	heterogeneity	NOUN
fbem-26815	95	18	analysis	analysis	NOUN
fbem-26815	95	19	based	base	VERB
fbem-26815	95	20	on	on	ADP
fbem-26815	95	21	regional	regional	ADJ
fbem-26815	95	22	characteristics	characteristic	NOUN
fbem-26815	95	23	[	[	X
fbem-26815	95	24	11	11	NUM
fbem-26815	95	25	]	]	PUNCT
fbem-26815	95	26	.	.	PUNCT
fbem-26815	96	1	it	it	PRON
fbem-26815	96	2	can	can	AUX
fbem-26815	96	3	be	be	AUX
fbem-26815	96	4	observed	observe	VERB
fbem-26815	96	5	from	from	ADP
fbem-26815	96	6	the	the	DET
fbem-26815	96	7	heterogeneity	heterogeneity	NOUN
fbem-26815	96	8	analysis	analysis	NOUN
fbem-26815	96	9	results	result	NOUN
fbem-26815	96	10	in	in	ADP
fbem-26815	96	11	table	table	NOUN
fbem-26815	96	12	6	6	NUM
fbem-26815	96	13	that	that	SCONJ
fbem-26815	96	14	the	the	DET
fbem-26815	96	15	regression	regression	NOUN
fbem-26815	96	16	coefficients	coefficient	NOUN
fbem-26815	96	17	of	of	ADP
fbem-26815	96	18	dt	dt	PROPN
fbem-26815	96	19	in	in	ADP
fbem-26815	96	20	eastern	eastern	PROPN
fbem-26815	96	21	china	china	PROPN
fbem-26815	96	22	and	and	CCONJ
fbem-26815	96	23	southern	southern	PROPN
fbem-26815	96	24	china	china	PROPN
fbem-26815	96	25	are	be	AUX
fbem-26815	96	26	0	0	NUM
fbem-26815	96	27	.	.	NOUN
fbem-26815	96	28	148	148	NUM
fbem-26815	96	29	and	and	CCONJ
fbem-26815	96	30	0	0	NUM
fbem-26815	96	31	.	.	NOUN
fbem-26815	96	32	200	200	NUM
fbem-26815	96	33	respectively	respectively	ADV
fbem-26815	96	34	,	,	PUNCT
fbem-26815	96	35	both	both	PRON
fbem-26815	96	36	of	of	ADP
fbem-26815	96	37	which	which	PRON
fbem-26815	96	38	are	be	AUX
fbem-26815	96	39	significant	significant	ADJ
fbem-26815	96	40	at	at	ADP
fbem-26815	96	41	the	the	DET
fbem-26815	96	42	1	1	NUM
fbem-26815	96	43	%	%	NOUN
fbem-26815	96	44	statistical	statistical	ADJ
fbem-26815	96	45	level	level	NOUN
fbem-26815	96	46	,	,	PUNCT
fbem-26815	96	47	indicating	indicate	VERB
fbem-26815	96	48	that	that	SCONJ
fbem-26815	96	49	dt	dt	PROPN
fbem-26815	96	50	has	have	VERB
fbem-26815	96	51	a	a	DET
fbem-26815	96	52	significant	significant	ADJ
fbem-26815	96	53	positive	positive	ADJ
fbem-26815	96	54	effect	effect	NOUN
fbem-26815	96	55	on	on	ADP
fbem-26815	96	56	pa	pa	PROPN
fbem-26815	96	57	.	.	PUNCT
fbem-26815	97	1	however	however	ADV
fbem-26815	97	2	,	,	PUNCT
fbem-26815	97	3	the	the	DET
fbem-26815	97	4	positive	positive	ADJ
fbem-26815	97	5	effect	effect	NOUN
fbem-26815	97	6	of	of	ADP
fbem-26815	97	7	dt	dt	PROPN
fbem-26815	97	8	on	on	ADP
fbem-26815	97	9	the	the	DET
fbem-26815	97	10	pa	pa	PROPN
fbem-26815	97	11	of	of	ADP
fbem-26815	97	12	manufacturing	manufacturing	NOUN
fbem-26815	97	13	enterprises	enterprise	NOUN
fbem-26815	97	14	in	in	ADP
fbem-26815	97	15	the	the	DET
fbem-26815	97	16	central	central	ADJ
fbem-26815	97	17	region	region	NOUN
fbem-26815	97	18	is	be	AUX
fbem-26815	97	19	not	not	PART
fbem-26815	97	20	significant	significant	ADJ
fbem-26815	97	21	.	.	PUNCT
fbem-26815	98	1	the	the	DET
fbem-26815	98	2	reason	reason	NOUN
fbem-26815	98	3	may	may	AUX
fbem-26815	98	4	be	be	AUX
fbem-26815	98	5	that	that	SCONJ
fbem-26815	98	6	the	the	DET
fbem-26815	98	7	eastern	eastern	ADJ
fbem-26815	98	8	and	and	CCONJ
fbem-26815	98	9	southern	southern	ADJ
fbem-26815	98	10	regions	region	NOUN
fbem-26815	98	11	are	be	AUX
fbem-26815	98	12	more	more	ADV
fbem-26815	98	13	economically	economically	ADV
fbem-26815	98	14	developed	develop	VERB
fbem-26815	98	15	than	than	ADP
fbem-26815	98	16	the	the	DET
fbem-26815	98	17	central	central	ADJ
fbem-26815	98	18	region	region	NOUN
fbem-26815	98	19	,	,	PUNCT
fbem-26815	98	20	with	with	ADP
fbem-26815	98	21	sound	sound	ADJ
fbem-26815	98	22	infrastructure	infrastructure	NOUN
fbem-26815	98	23	and	and	CCONJ
fbem-26815	98	24	a	a	DET
fbem-26815	98	25	higher	high	ADJ
fbem-26815	98	26	concentration	concentration	NOUN
fbem-26815	98	27	of	of	ADP
fbem-26815	98	28	high	high	ADJ
fbem-26815	98	29	-	-	PUNCT
fbem-26815	98	30	end	end	NOUN
fbem-26815	98	31	talents	talent	NOUN
fbem-26815	98	32	,	,	PUNCT
fbem-26815	98	33	which	which	PRON
fbem-26815	98	34	is	be	AUX
fbem-26815	98	35	favourable	favourable	ADJ
fbem-26815	98	36	for	for	ADP
fbem-26815	98	37	the	the	DET
fbem-26815	98	38	advancement	advancement	NOUN
fbem-26815	98	39	of	of	ADP
fbem-26815	98	40	digital	digital	ADJ
fbem-26815	98	41	transformation	transformation	NOUN
fbem-26815	98	42	and	and	CCONJ
fbem-26815	98	43	the	the	DET
fbem-26815	98	44	implementation	implementation	NOUN
fbem-26815	98	45	of	of	ADP
fbem-26815	98	46	innovative	innovative	ADJ
fbem-26815	98	47	activities	activity	NOUN
fbem-26815	98	48	.	.	PUNCT
fbem-26815	99	1	therefore	therefore	ADV
fbem-26815	99	2	,	,	PUNCT
fbem-26815	99	3	hypothesis	hypothesis	NOUN
fbem-26815	99	4	h2	h2	NOUN
fbem-26815	99	5	is	be	AUX
fbem-26815	99	6	tested	test	VERB
fbem-26815	99	7	,	,	PUNCT
fbem-26815	99	8	and	and	CCONJ
fbem-26815	99	9	there	there	PRON
fbem-26815	99	10	are	be	VERB
fbem-26815	99	11	differences	difference	NOUN
fbem-26815	99	12	in	in	ADP
fbem-26815	99	13	the	the	DET
fbem-26815	99	14	innovation	innovation	NOUN
fbem-26815	99	15	performance	performance	NOUN
fbem-26815	99	16	in	in	ADP
fbem-26815	99	17	eastern	eastern	ADJ
fbem-26815	99	18	,	,	PUNCT
fbem-26815	99	19	southern	southern	ADJ
fbem-26815	99	20	,	,	PUNCT
fbem-26815	99	21	and	and	CCONJ
fbem-26815	99	22	central	central	ADJ
fbem-26815	99	23	china	china	PROPN
fbem-26815	99	24	that	that	PRON
fbem-26815	99	25	are	be	AUX
fbem-26815	99	26	affected	affect	VERB
fbem-26815	99	27	by	by	ADP
fbem-26815	99	28	their	their	PRON
fbem-26815	99	29	digital	digital	ADJ
fbem-26815	99	30	103	103	NUM
fbem-26815	99	31	transformation	transformation	NOUN
fbem-26815	99	32	.	.	PUNCT
fbem-26815	100	1	table	table	NOUN
fbem-26815	100	2	6	6	NUM
fbem-26815	100	3	.	.	PUNCT
fbem-26815	101	1	heterogeneity	heterogeneity	NOUN
fbem-26815	101	2	analysis	analysis	NOUN
fbem-26815	101	3	easy	easy	ADJ
fbem-26815	101	4	south	south	ADJ
fbem-26815	101	5	central	central	ADJ
fbem-26815	101	6	variables	variable	NOUN
fbem-26815	101	7	p	p	VERB
fbem-26815	101	8	a	a	DET
fbem-26815	101	9	p	p	NOUN
fbem-26815	101	10	a	a	DET
fbem-26815	101	11	p	p	NOUN
fbem-26815	101	12	a	a	DET
fbem-26815	101	13	dt	dt	NOUN
fbem-26815	101	14	0.148	0.148	NUM
fbem-26815	101	15	*	*	PUNCT
fbem-26815	101	16	*	*	PUNCT
fbem-26815	101	17	*	*	PUNCT
fbem-26815	101	18	0.200	0.200	NUM
fbem-26815	101	19	*	*	PUNCT
fbem-26815	101	20	*	*	PUNCT
fbem-26815	101	21	*	*	X
fbem-26815	101	22	0.109	0.109	NUM
fbem-26815	101	23	(	(	PUNCT
fbem-26815	101	24	5.61	5.61	NUM
fbem-26815	101	25	)	)	PUNCT
fbem-26815	101	26	(	(	PUNCT
fbem-26815	101	27	2.87	2.87	NUM
fbem-26815	101	28	)	)	PUNCT
fbem-26815	101	29	(	(	PUNCT
fbem-26815	101	30	1.05	1.05	NUM
fbem-26815	101	31	)	)	PUNCT
fbem-26815	101	32	lev	lev	NOUN
fbem-26815	101	33	2.164	2.164	NUM
fbem-26815	101	34	*	*	PUNCT
fbem-26815	101	35	*	*	PUNCT
fbem-26815	101	36	*	*	PUNCT
fbem-26815	101	37	1.959	1.959	NUM
fbem-26815	101	38	*	*	PUNCT
fbem-26815	101	39	*	*	PUNCT
fbem-26815	101	40	*	*	PUNCT
fbem-26815	101	41	2.573	2.573	NUM
fbem-26815	101	42	*	*	PUNCT
fbem-26815	101	43	*	*	PUNCT
fbem-26815	101	44	*	*	PUNCT
fbem-26815	101	45	(	(	PUNCT
fbem-26815	101	46	14.48	14.48	NUM
fbem-26815	101	47	)	)	PUNCT
fbem-26815	101	48	(	(	PUNCT
fbem-26815	101	49	5.35	5.35	NUM
fbem-26815	101	50	)	)	PUNCT
fbem-26815	101	51	(	(	PUNCT
fbem-26815	101	52	4.97	4.97	NUM
fbem-26815	101	53	)	)	PUNCT
fbem-26815	101	54	roa	roa	NOUN
fbem-26815	101	55	1.282	1.282	NUM
fbem-26815	101	56	*	*	PUNCT
fbem-26815	101	57	*	*	PUNCT
fbem-26815	101	58	*	*	PUNCT
fbem-26815	101	59	0.776	0.776	NUM
fbem-26815	101	60	2.407	2.407	NUM
fbem-26815	101	61	(	(	PUNCT
fbem-26815	101	62	3.37	3.37	NUM
fbem-26815	101	63	)	)	PUNCT
fbem-26815	101	64	(	(	PUNCT
fbem-26815	101	65	0.57	0.57	NUM
fbem-26815	101	66	)	)	PUNCT
fbem-26815	101	67	(	(	PUNCT
fbem-26815	101	68	1.20	1.20	NUM
fbem-26815	101	69	)	)	PUNCT
fbem-26815	101	70	topi	topi	VERB
fbem-26815	101	71	0.006	0.006	NUM
fbem-26815	101	72	*	*	NOUN
fbem-26815	101	73	*	*	PUNCT
fbem-26815	101	74	0.021	0.021	NUM
fbem-26815	101	75	*	*	PUNCT
fbem-26815	101	76	*	*	PUNCT
fbem-26815	101	77	*	*	X
fbem-26815	101	78	0.002	0.002	NUM
fbem-26815	101	79	(	(	PUNCT
fbem-26815	101	80	2.58	2.58	NUM
fbem-26815	101	81	)	)	PUNCT
fbem-26815	101	82	(	(	PUNCT
fbem-26815	101	83	4.17	4.17	NUM
fbem-26815	101	84	)	)	PUNCT
fbem-26815	101	85	(	(	PUNCT
fbem-26815	101	86	0.29	0.29	X
fbem-26815	101	87	)	)	PUNCT
fbem-26815	101	88	dual	dual	ADJ
fbem-26815	101	89	-0.110	-0.110	NOUN
fbem-26815	101	90	*	*	PUNCT
fbem-26815	101	91	*	*	PUNCT
fbem-26815	101	92	0.201	0.201	NUM
fbem-26815	101	93	-0.502	-0.502	NOUN
fbem-26815	101	94	*	*	PUNCT
fbem-26815	101	95	(	(	PUNCT
fbem-26815	101	96	-2.05	-2.05	NUM
fbem-26815	101	97	)	)	PUNCT
fbem-26815	101	98	(	(	PUNCT
fbem-26815	101	99	1.36	1.36	NUM
fbem-26815	101	100	)	)	PUNCT
fbem-26815	101	101	(	(	PUNCT
fbem-26815	101	102	-1.81	-1.81	NOUN
fbem-26815	101	103	)	)	PUNCT
fbem-26815	101	104	constant	constant	ADJ
fbem-26815	101	105	term	term	NOUN
fbem-26815	101	106	2.371	2.371	NUM
fbem-26815	101	107	*	*	PUNCT
fbem-26815	101	108	*	*	PUNCT
fbem-26815	101	109	*	*	PUNCT
fbem-26815	101	110	1.847	1.847	NUM
fbem-26815	101	111	*	*	PUNCT
fbem-26815	101	112	*	*	PUNCT
fbem-26815	101	113	*	*	PUNCT
fbem-26815	101	114	2.008	2.008	NUM
fbem-26815	101	115	*	*	PUNCT
fbem-26815	101	116	*	*	PUNCT
fbem-26815	101	117	*	*	PUNCT
fbem-26815	101	118	(	(	PUNCT
fbem-26815	101	119	22.27	22.27	NUM
fbem-26815	101	120	)	)	PUNCT
fbem-26815	101	121	(	(	PUNCT
fbem-26815	101	122	6.97	6.97	NUM
fbem-26815	101	123	)	)	PUNCT
fbem-26815	101	124	(	(	PUNCT
fbem-26815	101	125	5.70	5.70	NUM
fbem-26815	101	126	)	)	PUNCT
fbem-26815	101	127	year	year	NOUN
fbem-26815	102	1	yes	yes	INTJ
fbem-26815	102	2	yes	yes	INTJ
fbem-26815	103	1	yes	yes	INTJ
fbem-26815	103	2	industry	industry	NOUN
fbem-26815	104	1	yes	yes	INTJ
fbem-26815	105	1	yes	yes	INTJ
fbem-26815	105	2	yes	yes	INTJ
fbem-26815	105	3	sample	sample	NOUN
fbem-26815	105	4	size	size	NOUN
fbem-26815	105	5	1,593	1,593	NUM
fbem-26815	105	6	2	2	NUM
fbem-26815	105	7	87	87	NUM
fbem-26815	105	8	2	2	NUM
fbem-26815	105	9	30	30	NUM
fbem-26815	105	10	𝑅2	𝑅2	NOUN
fbem-26815	106	1	0.281	0.281	NUM
fbem-26815	106	2	0.396	0.396	NUM
fbem-26815	106	3	0.331	0.331	NUM
fbem-26815	106	4	f	f	X
fbem-26815	106	5	-	-	PUNCT
fbem-26815	106	6	statistic	statistic	ADJ
fbem-26815	106	7	5	5	NUM
fbem-26815	106	8	6.66	6.66	NUM
fbem-26815	106	9	1	1	NUM
fbem-26815	106	10	2.15	2.15	NUM
fbem-26815	106	11	8.232	8.232	NUM
fbem-26815	106	12	5	5	NUM
fbem-26815	106	13	.	.	PUNCT
fbem-26815	106	14	conclusion	conclusion	NOUN
fbem-26815	106	15	and	and	CCONJ
fbem-26815	106	16	recommendations	recommendation	NOUN
fbem-26815	106	17	5.1	5.1	NUM
fbem-26815	106	18	.	.	PUNCT
fbem-26815	107	1	conclusion	conclusion	NOUN
fbem-26815	107	2	how	how	SCONJ
fbem-26815	107	3	does	do	AUX
fbem-26815	107	4	digital	digital	ADJ
fbem-26815	107	5	transformation	transformation	NOUN
fbem-26815	107	6	affect	affect	VERB
fbem-26815	107	7	manufacturing	manufacturing	NOUN
fbem-26815	107	8	organizations	organization	NOUN
fbem-26815	107	9	'	'	PART
fbem-26815	107	10	performance	performance	NOUN
fbem-26815	107	11	of	of	ADP
fbem-26815	107	12	innovation	innovation	NOUN
fbem-26815	107	13	?	?	PUNCT
fbem-26815	108	1	based	base	VERB
fbem-26815	108	2	on	on	ADP
fbem-26815	108	3	data	datum	NOUN
fbem-26815	108	4	of	of	ADP
fbem-26815	108	5	chinese	chinese	ADJ
fbem-26815	108	6	listed	list	VERB
fbem-26815	108	7	manufacturing	manufacturing	NOUN
fbem-26815	108	8	businesses	business	NOUN
fbem-26815	108	9	between	between	ADP
fbem-26815	108	10	2008	2008	NUM
fbem-26815	108	11	and	and	CCONJ
fbem-26815	108	12	2023	2023	NUM
fbem-26815	108	13	,	,	PUNCT
fbem-26815	108	14	this	this	DET
fbem-26815	108	15	paper	paper	NOUN
fbem-26815	108	16	experimentally	experimentally	ADV
fbem-26815	108	17	investigates	investigate	VERB
fbem-26815	108	18	this	this	DET
fbem-26815	108	19	problem	problem	NOUN
fbem-26815	108	20	and	and	CCONJ
fbem-26815	108	21	subsequently	subsequently	ADV
fbem-26815	108	22	derives	derive	VERB
fbem-26815	108	23	findings	finding	NOUN
fbem-26815	108	24	:	:	PUNCT
fbem-26815	108	25	first	first	X
fbem-26815	108	26	,	,	PUNCT
fbem-26815	108	27	chinese	chinese	ADJ
fbem-26815	108	28	manufacturing	manufacturing	NOUN
fbem-26815	108	29	enterprises	enterprise	NOUN
fbem-26815	108	30	'	'	PART
fbem-26815	108	31	innovation	innovation	NOUN
fbem-26815	108	32	is	be	AUX
fbem-26815	108	33	affected	affect	VERB
fbem-26815	108	34	by	by	ADP
fbem-26815	108	35	digital	digital	ADJ
fbem-26815	108	36	transformation	transformation	NOUN
fbem-26815	108	37	.	.	PUNCT
fbem-26815	109	1	performance	performance	NOUN
fbem-26815	109	2	has	have	VERB
fbem-26815	109	3	a	a	DET
fbem-26815	109	4	major	major	ADJ
fbem-26815	109	5	beneficial	beneficial	ADJ
fbem-26815	109	6	impact	impact	NOUN
fbem-26815	109	7	;	;	PUNCT
fbem-26815	109	8	second	second	X
fbem-26815	109	9	,	,	PUNCT
fbem-26815	109	10	digital	digital	ADJ
fbem-26815	109	11	transformation	transformation	NOUN
fbem-26815	109	12	has	have	VERB
fbem-26815	109	13	a	a	DET
fbem-26815	109	14	major	major	ADJ
fbem-26815	109	15	positive	positive	ADJ
fbem-26815	109	16	influence	influence	NOUN
fbem-26815	109	17	on	on	ADP
fbem-26815	109	18	the	the	DET
fbem-26815	109	19	innovation	innovation	NOUN
fbem-26815	109	20	performance	performance	NOUN
fbem-26815	109	21	of	of	ADP
fbem-26815	109	22	manufacturing	manufacture	VERB
fbem-26815	109	23	companies	company	NOUN
fbem-26815	109	24	in	in	ADP
fbem-26815	109	25	the	the	DET
fbem-26815	109	26	eastern	eastern	ADJ
fbem-26815	109	27	and	and	CCONJ
fbem-26815	109	28	southern	southern	ADJ
fbem-26815	109	29	areas	area	NOUN
fbem-26815	109	30	of	of	ADP
fbem-26815	109	31	china	china	PROPN
fbem-26815	109	32	,	,	PUNCT
fbem-26815	109	33	but	but	CCONJ
fbem-26815	109	34	it	it	PRON
fbem-26815	109	35	is	be	AUX
fbem-26815	109	36	not	not	PART
fbem-26815	109	37	significant	significant	ADJ
fbem-26815	109	38	in	in	ADP
fbem-26815	109	39	the	the	DET
fbem-26815	109	40	less	less	ADV
fbem-26815	109	41	developed	developed	ADJ
fbem-26815	109	42	central	central	ADJ
fbem-26815	109	43	regions	region	NOUN
fbem-26815	109	44	.	.	PUNCT
fbem-26815	110	1	5.2	5.2	NUM
fbem-26815	110	2	.	.	PUNCT
fbem-26815	111	1	recommendations	recommendation	NOUN
fbem-26815	111	2	this	this	DET
fbem-26815	111	3	essay	essay	NOUN
fbem-26815	111	4	will	will	AUX
fbem-26815	111	5	offer	offer	VERB
fbem-26815	111	6	pertinent	pertinent	ADJ
fbem-26815	111	7	recommendations	recommendation	NOUN
fbem-26815	111	8	from	from	ADP
fbem-26815	111	9	two	two	NUM
fbem-26815	111	10	levels	level	NOUN
fbem-26815	111	11	:	:	PUNCT
fbem-26815	111	12	businesses	business	NOUN
fbem-26815	111	13	and	and	CCONJ
fbem-26815	111	14	governments	government	NOUN
fbem-26815	111	15	,	,	PUNCT
fbem-26815	111	16	thereby	thereby	ADV
fbem-26815	111	17	accelerating	accelerate	VERB
fbem-26815	111	18	the	the	DET
fbem-26815	111	19	speed	speed	NOUN
fbem-26815	111	20	of	of	ADP
fbem-26815	111	21	digital	digital	ADJ
fbem-26815	111	22	transformation	transformation	NOUN
fbem-26815	111	23	,	,	PUNCT
fbem-26815	111	24	improving	improve	VERB
fbem-26815	111	25	corporate	corporate	ADJ
fbem-26815	111	26	innovation	innovation	NOUN
fbem-26815	111	27	performance	performance	NOUN
fbem-26815	111	28	,	,	PUNCT
fbem-26815	111	29	and	and	CCONJ
fbem-26815	111	30	supporting	support	VERB
fbem-26815	111	31	high	high	ADJ
fbem-26815	111	32	-	-	PUNCT
fbem-26815	111	33	quality	quality	NOUN
fbem-26815	111	34	growth	growth	NOUN
fbem-26815	111	35	of	of	ADP
fbem-26815	111	36	china	china	PROPN
fbem-26815	111	37	's	's	PART
fbem-26815	111	38	manufacturing	manufacturing	NOUN
fbem-26815	111	39	sector	sector	NOUN
fbem-26815	111	40	.	.	PUNCT
fbem-26815	112	1	for	for	ADP
fbem-26815	112	2	enterprises	enterprise	NOUN
fbem-26815	112	3	,	,	PUNCT
fbem-26815	112	4	first	first	ADV
fbem-26815	112	5	,	,	PUNCT
fbem-26815	112	6	to	to	PART
fbem-26815	112	7	accelerate	accelerate	VERB
fbem-26815	112	8	the	the	DET
fbem-26815	112	9	pace	pace	NOUN
fbem-26815	112	10	of	of	ADP
fbem-26815	112	11	digital	digital	ADJ
fbem-26815	112	12	transformation	transformation	NOUN
fbem-26815	112	13	,	,	PUNCT
fbem-26815	112	14	enterprises	enterprise	NOUN
fbem-26815	112	15	should	should	AUX
fbem-26815	112	16	deeply	deeply	ADV
fbem-26815	112	17	analyze	analyze	VERB
fbem-26815	112	18	the	the	DET
fbem-26815	112	19	current	current	ADJ
fbem-26815	112	20	innovation	innovation	NOUN
fbem-26815	112	21	environment	environment	NOUN
fbem-26815	112	22	they	they	PRON
fbem-26815	112	23	are	be	AUX
fbem-26815	112	24	facing	face	VERB
fbem-26815	112	25	,	,	PUNCT
fbem-26815	112	26	and	and	CCONJ
fbem-26815	112	27	fully	fully	ADV
fbem-26815	112	28	evaluate	evaluate	VERB
fbem-26815	112	29	their	their	PRON
fbem-26815	112	30	internal	internal	ADJ
fbem-26815	112	31	and	and	CCONJ
fbem-26815	112	32	external	external	ADJ
fbem-26815	112	33	resources	resource	NOUN
fbem-26815	112	34	,	,	PUNCT
fbem-26815	112	35	and	and	CCONJ
fbem-26815	112	36	use	use	VERB
fbem-26815	112	37	this	this	PRON
fbem-26815	112	38	as	as	ADP
fbem-26815	112	39	a	a	DET
fbem-26815	112	40	basis	basis	NOUN
fbem-26815	112	41	to	to	PART
fbem-26815	112	42	promote	promote	VERB
fbem-26815	112	43	a	a	DET
fbem-26815	112	44	digital	digital	ADJ
fbem-26815	112	45	transformation	transformation	NOUN
fbem-26815	112	46	strategy	strategy	NOUN
fbem-26815	112	47	that	that	PRON
fbem-26815	112	48	meets	meet	VERB
fbem-26815	112	49	the	the	DET
fbem-26815	112	50	characteristics	characteristic	NOUN
fbem-26815	112	51	of	of	ADP
fbem-26815	112	52	the	the	DET
fbem-26815	112	53	enterprise	enterprise	NOUN
fbem-26815	112	54	;	;	PUNCT
fbem-26815	112	55	second	second	ADJ
fbem-26815	112	56	,	,	PUNCT
fbem-26815	112	57	promote	promote	VERB
fbem-26815	112	58	organizational	organizational	ADJ
fbem-26815	112	59	change	change	NOUN
fbem-26815	112	60	.	.	PUNCT
fbem-26815	113	1	digital	digital	ADJ
fbem-26815	113	2	transformation	transformation	NOUN
fbem-26815	113	3	not	not	PART
fbem-26815	113	4	only	only	ADV
fbem-26815	113	5	revolutionizes	revolutionize	VERB
fbem-26815	113	6	the	the	DET
fbem-26815	113	7	technical	technical	ADJ
fbem-26815	113	8	tools	tool	NOUN
fbem-26815	113	9	and	and	CCONJ
fbem-26815	113	10	business	business	NOUN
fbem-26815	113	11	models	model	NOUN
fbem-26815	113	12	of	of	ADP
fbem-26815	113	13	enterprises	enterprise	NOUN
fbem-26815	113	14	,	,	PUNCT
fbem-26815	113	15	but	but	CCONJ
fbem-26815	113	16	also	also	ADV
fbem-26815	113	17	reshapes	reshape	VERB
fbem-26815	113	18	the	the	DET
fbem-26815	113	19	organizational	organizational	ADJ
fbem-26815	113	20	structure	structure	NOUN
fbem-26815	113	21	and	and	CCONJ
fbem-26815	113	22	management	management	NOUN
fbem-26815	113	23	methods	method	NOUN
fbem-26815	113	24	of	of	ADP
fbem-26815	113	25	enterprises	enterprise	NOUN
fbem-26815	113	26	.	.	PUNCT
fbem-26815	114	1	therefore	therefore	ADV
fbem-26815	114	2	,	,	PUNCT
fbem-26815	114	3	in	in	ADP
fbem-26815	114	4	order	order	NOUN
fbem-26815	114	5	to	to	PART
fbem-26815	114	6	promote	promote	VERB
fbem-26815	114	7	this	this	DET
fbem-26815	114	8	change	change	NOUN
fbem-26815	114	9	,	,	PUNCT
fbem-26815	114	10	enterprises	enterprise	NOUN
fbem-26815	114	11	must	must	AUX
fbem-26815	114	12	redesign	redesign	VERB
fbem-26815	114	13	the	the	DET
fbem-26815	114	14	organizational	organizational	ADJ
fbem-26815	114	15	structure	structure	NOUN
fbem-26815	114	16	,	,	PUNCT
fbem-26815	114	17	business	business	NOUN
fbem-26815	114	18	processes	process	NOUN
fbem-26815	114	19	and	and	CCONJ
fbem-26815	114	20	job	job	NOUN
fbem-26815	114	21	classifications	classification	NOUN
fbem-26815	114	22	that	that	PRON
fbem-26815	114	23	match	match	VERB
fbem-26815	114	24	them	they	PRON
fbem-26815	114	25	,	,	PUNCT
fbem-26815	114	26	build	build	VERB
fbem-26815	114	27	a	a	DET
fbem-26815	114	28	digital	digital	ADJ
fbem-26815	114	29	organizational	organizational	ADJ
fbem-26815	114	30	structure	structure	NOUN
fbem-26815	114	31	,	,	PUNCT
fbem-26815	114	32	and	and	CCONJ
fbem-26815	114	33	cultivate	cultivate	VERB
fbem-26815	114	34	a	a	DET
fbem-26815	114	35	digital	digital	ADJ
fbem-26815	114	36	corporate	corporate	ADJ
fbem-26815	114	37	culture	culture	NOUN
fbem-26815	114	38	;	;	PUNCT
fbem-26815	114	39	third	third	ADJ
fbem-26815	114	40	,	,	PUNCT
fbem-26815	114	41	train	train	VERB
fbem-26815	114	42	and	and	CCONJ
fbem-26815	114	43	improve	improve	VERB
fbem-26815	114	44	employees	employee	NOUN
fbem-26815	114	45	'	'	PART
fbem-26815	114	46	digital	digital	ADJ
fbem-26815	114	47	literacy	literacy	NOUN
fbem-26815	114	48	,	,	PUNCT
fbem-26815	114	49	and	and	CCONJ
fbem-26815	114	50	master	master	NOUN
fbem-26815	114	51	digital	digital	ADJ
fbem-26815	114	52	tools	tool	NOUN
fbem-26815	114	53	and	and	CCONJ
fbem-26815	114	54	related	related	ADJ
fbem-26815	114	55	platforms	platform	NOUN
fbem-26815	114	56	.	.	PUNCT
fbem-26815	115	1	for	for	ADP
fbem-26815	115	2	the	the	DET
fbem-26815	115	3	government	government	NOUN
fbem-26815	115	4	,	,	PUNCT
fbem-26815	115	5	first	first	ADV
fbem-26815	115	6	,	,	PUNCT
fbem-26815	115	7	strengthen	strengthen	VERB
fbem-26815	115	8	the	the	DET
fbem-26815	115	9	construction	construction	NOUN
fbem-26815	115	10	of	of	ADP
fbem-26815	115	11	digital	digital	ADJ
fbem-26815	115	12	infrastructure	infrastructure	NOUN
fbem-26815	115	13	.	.	PUNCT
fbem-26815	116	1	as	as	ADP
fbem-26815	116	2	the	the	DET
fbem-26815	116	3	cornerstone	cornerstone	NOUN
fbem-26815	116	4	of	of	ADP
fbem-26815	116	5	the	the	DET
fbem-26815	116	6	digital	digital	ADJ
fbem-26815	116	7	economy	economy	NOUN
fbem-26815	116	8	,	,	PUNCT
fbem-26815	116	9	digital	digital	ADJ
fbem-26815	116	10	infrastructure	infrastructure	NOUN
fbem-26815	116	11	provides	provide	VERB
fbem-26815	116	12	indispensable	indispensable	ADJ
fbem-26815	116	13	support	support	NOUN
fbem-26815	116	14	for	for	ADP
fbem-26815	116	15	the	the	DET
fbem-26815	116	16	vigorous	vigorous	ADJ
fbem-26815	116	17	digital	digital	ADJ
fbem-26815	116	18	economy	economy	NOUN
fbem-26815	116	19	.	.	PUNCT
fbem-26815	117	1	for	for	ADP
fbem-26815	117	2	example	example	NOUN
fbem-26815	117	3	,	,	PUNCT
fbem-26815	117	4	we	we	PRON
fbem-26815	117	5	will	will	AUX
fbem-26815	117	6	promote	promote	VERB
fbem-26815	117	7	the	the	DET
fbem-26815	117	8	expansion	expansion	NOUN
fbem-26815	117	9	and	and	CCONJ
fbem-26815	117	10	acceleration	acceleration	NOUN
fbem-26815	117	11	of	of	ADP
fbem-26815	117	12	fiber	fiber	NOUN
fbem-26815	117	13	optic	optic	NOUN
fbem-26815	117	14	networks	network	NOUN
fbem-26815	117	15	,	,	PUNCT
fbem-26815	117	16	accelerate	accelerate	VERB
fbem-26815	117	17	the	the	DET
fbem-26815	117	18	deep	deep	ADJ
fbem-26815	117	19	coverage	coverage	NOUN
fbem-26815	117	20	of	of	ADP
fbem-26815	117	21	5	5	NUM
fbem-26815	117	22	g	g	NOUN
fbem-26815	117	23	networks	network	NOUN
fbem-26815	117	24	,	,	PUNCT
fbem-26815	117	25	carry	carry	VERB
fbem-26815	117	26	out	out	ADP
fbem-26815	117	27	ipv6	ipv6	PROPN
fbem-26815	117	28	transformation	transformation	NOUN
fbem-26815	117	29	and	and	CCONJ
fbem-26815	117	30	application	application	NOUN
fbem-26815	117	31	of	of	ADP
fbem-26815	117	32	network	network	NOUN
fbem-26815	117	33	facilities	facility	NOUN
fbem-26815	117	34	,	,	PUNCT
fbem-26815	117	35	and	and	CCONJ
fbem-26815	117	36	accelerate	accelerate	VERB
fbem-26815	117	37	the	the	DET
fbem-26815	117	38	upgrading	upgrading	NOUN
fbem-26815	117	39	of	of	ADP
fbem-26815	117	40	space	space	NOUN
fbem-26815	117	41	information	information	NOUN
fbem-26815	117	42	infrastructure	infrastructure	NOUN
fbem-26815	117	43	;	;	PUNCT
fbem-26815	117	44	build	build	VERB
fbem-26815	117	45	a	a	DET
fbem-26815	117	46	regional	regional	ADJ
fbem-26815	117	47	coordinated	coordinate	VERB
fbem-26815	117	48	development	development	NOUN
fbem-26815	117	49	mechanism	mechanism	NOUN
fbem-26815	117	50	among	among	ADP
fbem-26815	117	51	the	the	DET
fbem-26815	117	52	eastern	eastern	ADJ
fbem-26815	117	53	,	,	PUNCT
fbem-26815	117	54	southern	southern	ADJ
fbem-26815	117	55	and	and	CCONJ
fbem-26815	117	56	central	central	ADJ
fbem-26815	117	57	regions	region	NOUN
fbem-26815	117	58	to	to	PART
fbem-26815	117	59	promote	promote	VERB
fbem-26815	117	60	common	common	ADJ
fbem-26815	117	61	prosperity	prosperity	NOUN
fbem-26815	117	62	and	and	CCONJ
fbem-26815	117	63	progress	progress	NOUN
fbem-26815	117	64	among	among	ADP
fbem-26815	117	65	all	all	DET
fbem-26815	117	66	regions	region	NOUN
fbem-26815	117	67	,	,	PUNCT
fbem-26815	117	68	such	such	ADJ
fbem-26815	117	69	as	as	ADP
fbem-26815	117	70	jointly	jointly	ADV
fbem-26815	117	71	building	build	VERB
fbem-26815	117	72	regional	regional	ADJ
fbem-26815	117	73	industrial	industrial	ADJ
fbem-26815	117	74	cooperation	cooperation	NOUN
fbem-26815	117	75	bases	basis	NOUN
fbem-26815	117	76	and	and	CCONJ
fbem-26815	117	77	resource	resource	NOUN
fbem-26815	117	78	deep	deep	ADJ
fbem-26815	117	79	processing	processing	NOUN
fbem-26815	117	80	base	base	NOUN
fbem-26815	117	81	.	.	PUNCT
fbem-26815	118	1	references	reference	NOUN
fbem-26815	118	2	[	[	X
fbem-26815	118	3	1	1	NUM
fbem-26815	118	4	]	]	PUNCT
fbem-26815	118	5	gu	gu	NOUN
fbem-26815	118	6	anwei	anwei	PROPN
fbem-26815	118	7	,	,	PUNCT
fbem-26815	118	8	jiang	jiang	PROPN
fbem-26815	118	9	huihui	huihui	PROPN
fbem-26815	118	10	,	,	PUNCT
fbem-26815	118	11	lu	lu	PROPN
fbem-26815	118	12	xifeng	xifeng	PROPN
fbem-26815	118	13	,	,	PUNCT
fbem-26815	118	14	et	et	PROPN
fbem-26815	118	15	al	al	PROPN
fbem-26815	118	16	.	.	PROPN
fbem-26815	118	17	research	research	NOUN
fbem-26815	118	18	on	on	ADP
fbem-26815	118	19	the	the	DET
fbem-26815	118	20	configuration	configuration	NOUN
fbem-26815	118	21	effect	effect	NOUN
fbem-26815	118	22	of	of	ADP
fbem-26815	118	23	user	user	NOUN
fbem-26815	118	24	participation	participation	NOUN
fbem-26815	118	25	in	in	ADP
fbem-26815	118	26	product	product	NOUN
fbem-26815	118	27	innovation	innovation	NOUN
fbem-26815	118	28	under	under	ADP
fbem-26815	118	29	digital	digital	ADJ
fbem-26815	118	30	context	context	NOUN
fbem-26815	118	31	—	—	PUNCT
fbem-26815	118	32	fsqca	fsqca	NOUN
fbem-26815	118	33	analysis	analysis	NOUN
fbem-26815	118	34	based	base	VERB
fbem-26815	118	35	on	on	ADP
fbem-26815	118	36	toe	toe	NOUN
fbem-26815	118	37	framework	framework	NOUN
fbem-26815	119	1	[	[	X
fbem-26815	119	2	j	j	X
fbem-26815	119	3	]	]	X
fbem-26815	119	4	.	.	PUNCT
fbem-26815	120	1	science	science	NOUN
fbem-26815	120	2	and	and	CCONJ
fbem-26815	120	3	technology	technology	NOUN
fbem-26815	120	4	progress	progress	NOUN
fbem-26815	120	5	and	and	CCONJ
fbem-26815	120	6	countermeasures	countermeasure	NOUN
fbem-26815	120	7	,	,	PUNCT
fbem-26815	120	8	2022	2022	NUM
fbem-26815	120	9	,	,	PUNCT
fbem-26815	120	10	39(22	39(22	NUM
fbem-26815	120	11	):	):	PUNCT
fbem-26815	120	12	72	72	NUM
fbem-26815	120	13	-	-	SYM
fbem-26815	120	14	81	81	NUM
fbem-26815	120	15	.	.	PUNCT
fbem-26815	121	1	[	[	X
fbem-26815	121	2	2	2	NUM
fbem-26815	121	3	]	]	PUNCT
fbem-26815	121	4	xie	xie	PROPN
fbem-26815	121	5	kang	kang	PROPN
fbem-26815	121	6	,	,	PUNCT
fbem-26815	121	7	xia	xia	PROPN
fbem-26815	121	8	zhenghao	zhenghao	PROPN
fbem-26815	121	9	,	,	PUNCT
fbem-26815	121	10	xiao	xiao	PROPN
fbem-26815	121	11	jinghua	jinghua	PROPN
fbem-26815	121	12	.	.	PUNCT
fbem-26815	122	1	enterprise	enterprise	NOUN
fbem-26815	122	2	implementation	implementation	NOUN
fbem-26815	122	3	mechanism	mechanism	NOUN
fbem-26815	122	4	of	of	ADP
fbem-26815	122	5	big	big	ADJ
fbem-26815	122	6	data	datum	NOUN
fbem-26815	122	7	becoming	become	VERB
fbem-26815	122	8	a	a	DET
fbem-26815	122	9	real	real	ADJ
fbem-26815	122	10	production	production	NOUN
fbem-26815	122	11	factor	factor	NOUN
fbem-26815	122	12	:	:	PUNCT
fbem-26815	122	13	product	product	NOUN
fbem-26815	122	14	innovation	innovation	NOUN
fbem-26815	122	15	perspective	perspective	NOUN
fbem-26815	123	1	[	[	X
fbem-26815	123	2	j	j	X
fbem-26815	123	3	]	]	X
fbem-26815	123	4	.	.	PUNCT
fbem-26815	124	1	china	china	PROPN
fbem-26815	124	2	industrial	industrial	ADJ
fbem-26815	124	3	economy	economy	NOUN
fbem-26815	124	4	,	,	PUNCT
fbem-26815	124	5	2020(5	2020(5	NUM
fbem-26815	124	6	):	):	PUNCT
fbem-26815	124	7	42	42	NUM
fbem-26815	124	8	-	-	SYM
fbem-26815	124	9	60	60	NUM
fbem-26815	124	10	.	.	PUNCT
fbem-26815	125	1	[	[	X
fbem-26815	125	2	3	3	X
fbem-26815	125	3	]	]	PUNCT
fbem-26815	125	4	qi	qi	PROPN
fbem-26815	125	5	yudong	yudong	PROPN
fbem-26815	125	6	,	,	PUNCT
fbem-26815	125	7	xiao	xiao	PROPN
fbem-26815	125	8	xu	xu	PROPN
fbem-26815	125	9	.	.	PUNCT
fbem-26815	126	1	enterprise	enterprise	NOUN
fbem-26815	126	2	management	management	NOUN
fbem-26815	126	3	transformation	transformation	NOUN
fbem-26815	126	4	in	in	ADP
fbem-26815	126	5	the	the	DET
fbem-26815	126	6	digital	digital	ADJ
fbem-26815	126	7	economy	economy	NOUN
fbem-26815	126	8	era	era	NOUN
fbem-26815	127	1	[	[	X
fbem-26815	127	2	j	j	X
fbem-26815	127	3	]	]	X
fbem-26815	127	4	.	.	PUNCT
fbem-26815	128	1	management	management	NOUN
fbem-26815	128	2	world	world	NOUN
fbem-26815	128	3	,	,	PUNCT
fbem-26815	128	4	2020	2020	NUM
fbem-26815	128	5	,	,	PUNCT
fbem-26815	128	6	36(6	36(6	NUM
fbem-26815	128	7	):	):	PUNCT
fbem-26815	128	8	135	135	NUM
fbem-26815	128	9	-	-	SYM
fbem-26815	128	10	152	152	NUM
fbem-26815	128	11	,	,	PUNCT
fbem-26815	128	12	250	250	NUM
fbem-26815	128	13	.	.	PUNCT
fbem-26815	129	1	[	[	X
fbem-26815	129	2	4	4	NUM
fbem-26815	129	3	]	]	PUNCT
fbem-26815	129	4	xu	xu	PROPN
fbem-26815	129	5	peng	peng	PROPN
fbem-26815	129	6	,	,	PUNCT
fbem-26815	129	7	xu	xu	PROPN
fbem-26815	129	8	xiangyi	xiangyi	PROPN
fbem-26815	129	9	.	.	PUNCT
fbem-26815	130	1	the	the	DET
fbem-26815	130	2	logic	logic	NOUN
fbem-26815	130	3	and	and	CCONJ
fbem-26815	130	4	analytical	analytical	ADJ
fbem-26815	130	5	framework	framework	NOUN
fbem-26815	130	6	of	of	ADP
fbem-26815	130	7	enterprise	enterprise	NOUN
fbem-26815	130	8	management	management	NOUN
fbem-26815	130	9	transformation	transformation	NOUN
fbem-26815	130	10	in	in	ADP
fbem-26815	130	11	the	the	DET
fbem-26815	130	12	era	era	NOUN
fbem-26815	130	13	of	of	ADP
fbem-26815	130	14	artificial	artificial	ADJ
fbem-26815	130	15	intelligence	intelligence	NOUN
fbem-26815	130	16	[	[	X
fbem-26815	130	17	j	j	X
fbem-26815	130	18	]	]	X
fbem-26815	130	19	.	.	PUNCT
fbem-26815	131	1	management	management	NOUN
fbem-26815	131	2	world	world	NOUN
fbem-26815	131	3	,	,	PUNCT
fbem-26815	131	4	2020	2020	NUM
fbem-26815	131	5	,	,	PUNCT
fbem-26815	131	6	36(1):122	36(1):122	NUM
fbem-26815	131	7	-	-	SYM
fbem-26815	131	8	129	129	NUM
fbem-26815	131	9	,	,	PUNCT
fbem-26815	131	10	238	238	NUM
fbem-26815	131	11	.	.	PUNCT
fbem-26815	132	1	[	[	X
fbem-26815	132	2	5	5	NUM
fbem-26815	132	3	]	]	X
fbem-26815	132	4	luo	luo	PROPN
fbem-26815	132	5	zhenli	zhenli	PROPN
fbem-26815	132	6	.	.	PUNCT
fbem-26815	133	1	three	three	NUM
fbem-26815	133	2	basic	basic	ADJ
fbem-26815	133	3	attributes	attribute	NOUN
fbem-26815	133	4	of	of	ADP
fbem-26815	133	5	the	the	DET
fbem-26815	133	6	development	development	NOUN
fbem-26815	133	7	of	of	ADP
fbem-26815	133	8	my	my	PRON
fbem-26815	133	9	country	country	NOUN
fbem-26815	133	10	's	's	PART
fbem-26815	133	11	digital	digital	ADJ
fbem-26815	133	12	economy	economy	NOUN
fbem-26815	133	13	[	[	X
fbem-26815	133	14	j	j	X
fbem-26815	133	15	]	]	X
fbem-26815	133	16	.	.	PUNCT
fbem-26815	134	1	people	people	NOUN
fbem-26815	134	2	's	's	PART
fbem-26815	134	3	forum·academic	forum·academic	ADJ
fbem-26815	134	4	frontier	frontier	NOUN
fbem-26815	134	5	,	,	PUNCT
fbem-26815	134	6	2020(17	2020(17	NUM
fbem-26815	134	7	):	):	PUNCT
fbem-26815	134	8	6	6	NUM
fbem-26815	134	9	-	-	SYM
fbem-26815	134	10	12	12	NUM
fbem-26815	134	11	.	.	PUNCT
fbem-26815	135	1	[	[	X
fbem-26815	135	2	6	6	NUM
fbem-26815	135	3	]	]	SYM
fbem-26815	135	4	li	li	PROPN
fbem-26815	135	5	panpan	panpan	PROPN
fbem-26815	135	6	,	,	PUNCT
fbem-26815	135	7	qiao	qiao	PROPN
fbem-26815	135	8	han	han	PROPN
fbem-26815	135	9	,	,	PUNCT
fbem-26815	135	10	guo	guo	PROPN
fbem-26815	135	11	tao	tao	PROPN
fbem-26815	135	12	.	.	PUNCT
fbem-26815	136	1	research	research	NOUN
fbem-26815	136	2	on	on	ADP
fbem-26815	136	3	the	the	DET
fbem-26815	136	4	cross	cross	ADJ
fbem-26815	136	5	-	-	ADJ
fbem-26815	136	6	level	level	ADJ
fbem-26815	136	7	effect	effect	NOUN
fbem-26815	136	8	of	of	ADP
fbem-26815	136	9	digitalization	digitalization	NOUN
fbem-26815	136	10	level	level	NOUN
fbem-26815	136	11	on	on	ADP
fbem-26815	136	12	business	business	NOUN
fbem-26815	136	13	model	model	NOUN
fbem-26815	136	14	innovation	innovation	NOUN
fbem-26815	136	15	of	of	ADP
fbem-26815	136	16	manufacturing	manufacturing	NOUN
fbem-26815	136	17	enterprises	enterprise	NOUN
fbem-26815	136	18	[	[	X
fbem-26815	136	19	j	j	X
fbem-26815	136	20	]	]	X
fbem-26815	136	21	.	.	PUNCT
fbem-26815	137	1	research	research	NOUN
fbem-26815	137	2	management	management	NOUN
fbem-26815	137	3	,	,	PUNCT
fbem-26815	137	4	2022	2022	NUM
fbem-26815	137	5	,	,	PUNCT
fbem-26815	137	6	43(11	43(11	NUM
fbem-26815	137	7	):	):	PUNCT
fbem-26815	137	8	11	11	NUM
fbem-26815	137	9	-	-	SYM
fbem-26815	137	10	20	20	NUM
fbem-26815	137	11	.	.	PUNCT
fbem-26815	138	1	[	[	X
fbem-26815	138	2	7	7	NUM
fbem-26815	138	3	]	]	X
fbem-26815	138	4	wu	wu	PROPN
fbem-26815	138	5	fei	fei	PROPN
fbem-26815	138	6	,	,	PUNCT
fbem-26815	138	7	hu	hu	PROPN
fbem-26815	138	8	huizhi	huizhi	PROPN
fbem-26815	138	9	,	,	PUNCT
fbem-26815	138	10	lin	lin	PROPN
fbem-26815	138	11	huiyan	huiyan	VERB
fbem-26815	138	12	,	,	PUNCT
fbem-26815	138	13	et	et	PROPN
fbem-26815	138	14	al	al	PROPN
fbem-26815	138	15	.	.	PROPN
fbem-26815	139	1	enterprise	enterprise	NOUN
fbem-26815	139	2	digital	digital	ADJ
fbem-26815	139	3	transformation	transformation	NOUN
fbem-26815	139	4	and	and	CCONJ
fbem-26815	139	5	capital	capital	NOUN
fbem-26815	139	6	market	market	NOUN
fbem-26815	139	7	performance	performance	NOUN
fbem-26815	139	8	:	:	PUNCT
fbem-26815	139	9	empirical	empirical	ADJ
fbem-26815	139	10	evidence	evidence	NOUN
fbem-26815	139	11	from	from	ADP
fbem-26815	139	12	stock	stock	NOUN
fbem-26815	139	13	liquidity	liquidity	NOUN
fbem-26815	140	1	[	[	X
fbem-26815	140	2	j	j	X
fbem-26815	140	3	]	]	X
fbem-26815	140	4	.	.	PUNCT
fbem-26815	141	1	management	management	NOUN
fbem-26815	141	2	world	world	NOUN
fbem-26815	141	3	,	,	PUNCT
fbem-26815	141	4	2021	2021	NUM
fbem-26815	141	5	,	,	PUNCT
fbem-26815	141	6	37(7	37(7	NUM
fbem-26815	141	7	):	):	PUNCT
fbem-26815	141	8	130	130	NUM
fbem-26815	141	9	-	-	SYM
fbem-26815	141	10	144	144	NUM
fbem-26815	141	11	,	,	PUNCT
fbem-26815	141	12	10	10	NUM
fbem-26815	141	13	.	.	PUNCT
fbem-26815	142	1	[	[	X
fbem-26815	142	2	8	8	NUM
fbem-26815	142	3	]	]	X
fbem-26815	142	4	zhang	zhang	PROPN
fbem-26815	142	5	jichang	jichang	PROPN
fbem-26815	142	6	,	,	PUNCT
fbem-26815	142	7	long	long	ADV
fbem-26815	142	8	jing	jing	ADJ
fbem-26815	142	9	.	.	PUNCT
fbem-26815	143	1	digital	digital	ADJ
fbem-26815	143	2	transformation	transformation	NOUN
fbem-26815	143	3	,	,	PUNCT
fbem-26815	143	4	dynamic	dynamic	ADJ
fbem-26815	143	5	capabilities	capability	NOUN
fbem-26815	143	6	and	and	CCONJ
fbem-26815	143	7	corporate	corporate	ADJ
fbem-26815	143	8	innovation	innovation	NOUN
fbem-26815	143	9	performance	performance	NOUN
fbem-26815	143	10	:	:	PUNCT
fbem-26815	143	11	empirical	empirical	ADJ
fbem-26815	143	12	evidence	evidence	NOUN
fbem-26815	143	13	from	from	ADP
fbem-26815	143	14	high	high	ADJ
fbem-26815	143	15	-	-	PUNCT
fbem-26815	143	16	tech	tech	NOUN
fbem-26815	143	17	listed	list	VERB
fbem-26815	143	18	companies	company	NOUN
fbem-26815	144	1	[	[	X
fbem-26815	144	2	j	j	X
fbem-26815	144	3	]	]	X
fbem-26815	144	4	.	.	PUNCT
fbem-26815	144	5	economics	economic	NOUN
fbem-26815	144	6	and	and	CCONJ
fbem-26815	144	7	management	management	NOUN
fbem-26815	144	8	,	,	PUNCT
fbem-26815	144	9	2022	2022	NUM
fbem-26815	144	10	,	,	PUNCT
fbem-26815	144	11	36(3	36(3	NUM
fbem-26815	144	12	):	):	PUNCT
fbem-26815	144	13	74	74	NUM
fbem-26815	144	14	-	-	SYM
fbem-26815	144	15	83	83	NUM
fbem-26815	144	16	.	.	PUNCT
fbem-26815	145	1	[	[	X
fbem-26815	145	2	9	9	X
fbem-26815	145	3	]	]	X
fbem-26815	145	4	gao	gao	PROPN
fbem-26815	145	5	xia	xia	PROPN
fbem-26815	145	6	,	,	PUNCT
fbem-26815	145	7	cao	cao	PROPN
fbem-26815	145	8	jieqiong	jieqiong	PROPN
fbem-26815	145	9	,	,	PUNCT
fbem-26815	145	10	bao	bao	PROPN
fbem-26815	145	11	lingling	lingle	VERB
fbem-26815	145	12	.	.	PUNCT
fbem-26815	146	1	the	the	DET
fbem-26815	146	2	impact	impact	NOUN
fbem-26815	146	3	of	of	ADP
fbem-26815	146	4	heterogeneity	heterogeneity	NOUN
fbem-26815	146	5	of	of	ADP
fbem-26815	146	6	openness	openness	NOUN
fbem-26815	146	7	of	of	ADP
fbem-26815	146	8	industry	industry	NOUN
fbem-26815	146	9	-	-	PUNCT
fbem-26815	146	10	university	university	NOUN
fbem-26815	146	11	-	-	PUNCT
fbem-26815	146	12	research	research	NOUN
fbem-26815	146	13	cooperation	cooperation	NOUN
fbem-26815	146	14	on	on	ADP
fbem-26815	146	15	enterprise	enterprise	NOUN
fbem-26815	146	16	innovation	innovation	NOUN
fbem-26815	146	17	performance	performance	NOUN
fbem-26815	146	18	[	[	X
fbem-26815	146	19	j	j	X
fbem-26815	146	20	]	]	X
fbem-26815	146	21	.	.	PUNCT
fbem-26815	147	1	research	research	NOUN
fbem-26815	147	2	management	management	NOUN
fbem-26815	147	3	,	,	PUNCT
fbem-26815	147	4	2021	2021	NUM
fbem-26815	147	5	,	,	PUNCT
fbem-26815	147	6	42(9	42(9	NUM
fbem-26815	147	7	):	):	PUNCT
fbem-26815	147	8	112	112	NUM
fbem-26815	147	9	-	-	SYM
fbem-26815	147	10	119	119	NUM
fbem-26815	147	11	.	.	PUNCT
fbem-26815	148	1	[	[	X
fbem-26815	148	2	10	10	NUM
fbem-26815	148	3	]	]	X
fbem-26815	148	4	wang	wang	PROPN
fbem-26815	148	5	jun	jun	PROPN
fbem-26815	148	6	,	,	PUNCT
fbem-26815	148	7	zhu	zhu	PROPN
fbem-26815	148	8	jie	jie	PROPN
fbem-26815	148	9	,	,	PUNCT
fbem-26815	148	10	luo	luo	PROPN
fbem-26815	148	11	qian	qian	PROPN
fbem-26815	148	12	.	.	PUNCT
fbem-26815	149	1	measurement	measurement	NOUN
fbem-26815	149	2	of	of	ADP
fbem-26815	149	3	the	the	DET
fbem-26815	149	4	development	development	NOUN
fbem-26815	149	5	level	level	NOUN
fbem-26815	149	6	and	and	CCONJ
fbem-26815	149	7	evolution	evolution	NOUN
fbem-26815	149	8	of	of	ADP
fbem-26815	149	9	china	china	PROPN
fbem-26815	149	10	's	's	PART
fbem-26815	149	11	digital	digital	ADJ
fbem-26815	149	12	economy	economy	NOUN
fbem-26815	150	1	[	[	X
fbem-26815	150	2	j	j	X
fbem-26815	150	3	]	]	X
fbem-26815	150	4	.	.	PUNCT
fbem-26815	151	1	journal	journal	PROPN
fbem-26815	151	2	of	of	ADP
fbem-26815	151	3	quantitative	quantitative	ADJ
fbem-26815	151	4	and	and	CCONJ
fbem-26815	151	5	technical	technical	ADJ
fbem-26815	151	6	economics	economic	NOUN
fbem-26815	151	7	,	,	PUNCT
fbem-26815	151	8	2021	2021	NUM
fbem-26815	151	9	,	,	PUNCT
fbem-26815	151	10	38(7	38(7	NUM
fbem-26815	151	11	):	):	PUNCT
fbem-26815	151	12	26	26	NUM
fbem-26815	151	13	-	-	SYM
fbem-26815	151	14	42	42	NUM
fbem-26815	151	15	.	.	PUNCT