id	sid	tid	token	lemma	pos
fbem-18180	1	1	frontiers	frontier	NOUN
fbem-18180	1	2	in	in	ADP
fbem-18180	1	3	business	business	NOUN
fbem-18180	1	4	,	,	PUNCT
fbem-18180	1	5	economics	economic	NOUN
fbem-18180	1	6	and	and	CCONJ
fbem-18180	1	7	management	management	NOUN
fbem-18180	1	8	issn	issn	PROPN
fbem-18180	1	9	:	:	PUNCT
fbem-18180	1	10	2766	2766	NUM
fbem-18180	1	11	-	-	PUNCT
fbem-18180	1	12	824x	824x	NUM
fbem-18180	1	13	|	|	ADJ
fbem-18180	1	14	vol	vol	NOUN
fbem-18180	1	15	.	.	PROPN
fbem-18180	1	16	13	13	NUM
fbem-18180	1	17	,	,	PUNCT
fbem-18180	1	18	no	no	INTJ
fbem-18180	1	19	.	.	NOUN
fbem-18180	1	20	3	3	NUM
fbem-18180	1	21	,	,	PUNCT
fbem-18180	1	22	2024	2024	NUM
fbem-18180	1	23	186	186	NUM
fbem-18180	1	24	research	research	NOUN
fbem-18180	1	25	on	on	ADP
fbem-18180	1	26	the	the	DET
fbem-18180	1	27	impact	impact	NOUN
fbem-18180	1	28	of	of	ADP
fbem-18180	1	29	digital	digital	ADJ
fbem-18180	1	30	finance	finance	NOUN
fbem-18180	1	31	on	on	ADP
fbem-18180	1	32	the	the	DET
fbem-18180	1	33	quality	quality	NOUN
fbem-18180	1	34	of	of	ADP
fbem-18180	1	35	manufacturing	manufacture	VERB
fbem-18180	1	36	industry	industry	NOUN
fbem-18180	1	37	agglomeration	agglomeration	NOUN
fbem-18180	1	38	wenlong	wenlong	PROPN
fbem-18180	1	39	wang	wang	PROPN
fbem-18180	1	40	*	*	PROPN
fbem-18180	1	41	hunan	hunan	PROPN
fbem-18180	1	42	university	university	PROPN
fbem-18180	1	43	of	of	ADP
fbem-18180	1	44	science	science	NOUN
fbem-18180	1	45	and	and	CCONJ
fbem-18180	1	46	technology	technology	NOUN
fbem-18180	1	47	,	,	PUNCT
fbem-18180	1	48	university	university	NOUN
fbem-18180	1	49	of	of	ADP
fbem-18180	1	50	xiangtan	xiangtan	PROPN
fbem-18180	1	51	,	,	PUNCT
fbem-18180	1	52	co	co	NOUN
fbem-18180	1	53	411100	411100	NUM
fbem-18180	1	54	,	,	PUNCT
fbem-18180	1	55	china	china	PROPN
fbem-18180	1	56	*	*	PUNCT
fbem-18180	1	57	corresponding	correspond	VERB
fbem-18180	1	58	author	author	NOUN
fbem-18180	1	59	:	:	PUNCT
fbem-18180	1	60	wenlong	wenlong	PROPN
fbem-18180	1	61	wang	wang	PROPN
fbem-18180	1	62	(	(	PUNCT
fbem-18180	1	63	email	email	NOUN
fbem-18180	1	64	:	:	PUNCT
fbem-18180	1	65	1610075388@qq.com	1610075388@qq.com	NUM
fbem-18180	1	66	)	)	PUNCT
fbem-18180	1	67	abstract	abstract	NOUN
fbem-18180	1	68	:	:	PUNCT
fbem-18180	1	69	in	in	ADP
fbem-18180	1	70	the	the	DET
fbem-18180	1	71	new	new	ADJ
fbem-18180	1	72	era	era	NOUN
fbem-18180	1	73	of	of	ADP
fbem-18180	1	74	deep	deep	ADJ
fbem-18180	1	75	global	global	ADJ
fbem-18180	1	76	economic	economic	ADJ
fbem-18180	1	77	integration	integration	NOUN
fbem-18180	1	78	and	and	CCONJ
fbem-18180	1	79	industrial	industrial	ADJ
fbem-18180	1	80	structure	structure	NOUN
fbem-18180	1	81	transformation	transformation	NOUN
fbem-18180	1	82	and	and	CCONJ
fbem-18180	1	83	upgrading	upgrading	NOUN
fbem-18180	1	84	,	,	PUNCT
fbem-18180	1	85	highquality	highquality	NOUN
fbem-18180	1	86	industrial	industrial	ADJ
fbem-18180	1	87	agglomeration	agglomeration	NOUN
fbem-18180	1	88	has	have	AUX
fbem-18180	1	89	become	become	VERB
fbem-18180	1	90	the	the	DET
fbem-18180	1	91	core	core	NOUN
fbem-18180	1	92	driving	driving	NOUN
fbem-18180	1	93	force	force	NOUN
fbem-18180	1	94	leading	lead	VERB
fbem-18180	1	95	the	the	DET
fbem-18180	1	96	development	development	NOUN
fbem-18180	1	97	trend	trend	NOUN
fbem-18180	1	98	.	.	PUNCT
fbem-18180	2	1	manufacturing	manufacturing	NOUN
fbem-18180	2	2	is	be	AUX
fbem-18180	2	3	the	the	DET
fbem-18180	2	4	most	most	ADV
fbem-18180	2	5	obvious	obvious	ADJ
fbem-18180	2	6	industry	industry	NOUN
fbem-18180	2	7	of	of	ADP
fbem-18180	2	8	industrial	industrial	ADJ
fbem-18180	2	9	agglomeration	agglomeration	NOUN
fbem-18180	2	10	.	.	PUNCT
fbem-18180	3	1	the	the	DET
fbem-18180	3	2	promotion	promotion	NOUN
fbem-18180	3	3	effect	effect	NOUN
fbem-18180	3	4	of	of	ADP
fbem-18180	3	5	digital	digital	ADJ
fbem-18180	3	6	finance	finance	NOUN
fbem-18180	3	7	on	on	ADP
fbem-18180	3	8	high	high	ADJ
fbem-18180	3	9	-	-	PUNCT
fbem-18180	3	10	quality	quality	NOUN
fbem-18180	3	11	manufacturing	manufacturing	NOUN
fbem-18180	3	12	agglomeration	agglomeration	NOUN
fbem-18180	3	13	is	be	AUX
fbem-18180	3	14	mainly	mainly	ADV
fbem-18180	3	15	reflected	reflect	VERB
fbem-18180	3	16	in	in	ADP
fbem-18180	3	17	the	the	DET
fbem-18180	3	18	scale	scale	NOUN
fbem-18180	3	19	,	,	PUNCT
fbem-18180	3	20	economic	economic	ADJ
fbem-18180	3	21	efficiency	efficiency	NOUN
fbem-18180	3	22	,	,	PUNCT
fbem-18180	3	23	innovation	innovation	NOUN
fbem-18180	3	24	,	,	PUNCT
fbem-18180	3	25	green	green	ADJ
fbem-18180	3	26	and	and	CCONJ
fbem-18180	3	27	industrial	industrial	ADJ
fbem-18180	3	28	structure	structure	NOUN
fbem-18180	3	29	upgrading	upgrading	NOUN
fbem-18180	3	30	of	of	ADP
fbem-18180	3	31	manufacturing	manufacturing	NOUN
fbem-18180	3	32	agglomeration	agglomeration	NOUN
fbem-18180	3	33	.	.	PUNCT
fbem-18180	4	1	the	the	DET
fbem-18180	4	2	development	development	NOUN
fbem-18180	4	3	of	of	ADP
fbem-18180	4	4	digital	digital	ADJ
fbem-18180	4	5	finance	finance	NOUN
fbem-18180	4	6	plays	play	VERB
fbem-18180	4	7	an	an	DET
fbem-18180	4	8	important	important	ADJ
fbem-18180	4	9	role	role	NOUN
fbem-18180	4	10	in	in	ADP
fbem-18180	4	11	promoting	promote	VERB
fbem-18180	4	12	high	high	ADJ
fbem-18180	4	13	-	-	PUNCT
fbem-18180	4	14	quality	quality	NOUN
fbem-18180	4	15	manufacturing	manufacturing	NOUN
fbem-18180	4	16	agglomeration	agglomeration	NOUN
fbem-18180	4	17	.	.	PUNCT
fbem-18180	5	1	keywords	keyword	NOUN
fbem-18180	5	2	:	:	PUNCT
fbem-18180	5	3	digital	digital	ADJ
fbem-18180	5	4	finance	finance	NOUN
fbem-18180	5	5	;	;	PUNCT
fbem-18180	5	6	high	high	ADJ
fbem-18180	5	7	-	-	PUNCT
fbem-18180	5	8	quality	quality	NOUN
fbem-18180	5	9	agglomeration	agglomeration	NOUN
fbem-18180	5	10	of	of	ADP
fbem-18180	5	11	manufacturing	manufacturing	NOUN
fbem-18180	5	12	industry	industry	NOUN
fbem-18180	5	13	;	;	PUNCT
fbem-18180	5	14	manufacturing	manufacturing	NOUN
fbem-18180	5	15	agglomeration	agglomeration	NOUN
fbem-18180	5	16	.	.	PUNCT
fbem-18180	6	1	1	1	X
fbem-18180	6	2	.	.	X
fbem-18180	6	3	introduction	introduction	NOUN
fbem-18180	6	4	as	as	SCONJ
fbem-18180	6	5	china	china	PROPN
fbem-18180	6	6	's	's	PART
fbem-18180	6	7	economy	economy	NOUN
fbem-18180	6	8	continues	continue	VERB
fbem-18180	6	9	to	to	PART
fbem-18180	6	10	progress	progress	VERB
fbem-18180	6	11	steadily	steadily	ADV
fbem-18180	6	12	,	,	PUNCT
fbem-18180	6	13	the	the	DET
fbem-18180	6	14	agglomeration	agglomeration	NOUN
fbem-18180	6	15	model	model	NOUN
fbem-18180	6	16	of	of	ADP
fbem-18180	6	17	the	the	DET
fbem-18180	6	18	manufacturing	manufacturing	NOUN
fbem-18180	6	19	industry	industry	NOUN
fbem-18180	6	20	is	be	AUX
fbem-18180	6	21	also	also	ADV
fbem-18180	6	22	evolving	evolve	VERB
fbem-18180	6	23	,	,	PUNCT
fbem-18180	6	24	gradually	gradually	ADV
fbem-18180	6	25	shifting	shift	VERB
fbem-18180	6	26	its	its	PRON
fbem-18180	6	27	focus	focus	NOUN
fbem-18180	6	28	from	from	ADP
fbem-18180	6	29	mere	mere	ADJ
fbem-18180	6	30	pursuit	pursuit	NOUN
fbem-18180	6	31	of	of	ADP
fbem-18180	6	32	scale	scale	NOUN
fbem-18180	6	33	and	and	CCONJ
fbem-18180	6	34	speed	speed	NOUN
fbem-18180	6	35	expansion	expansion	NOUN
fbem-18180	6	36	to	to	ADP
fbem-18180	6	37	greater	great	ADJ
fbem-18180	6	38	emphasis	emphasis	NOUN
fbem-18180	6	39	on	on	ADP
fbem-18180	6	40	quality	quality	NOUN
fbem-18180	6	41	and	and	CCONJ
fbem-18180	6	42	efficiency	efficiency	NOUN
fbem-18180	6	43	improvement	improvement	NOUN
fbem-18180	6	44	.	.	PUNCT
fbem-18180	7	1	against	against	ADP
fbem-18180	7	2	this	this	DET
fbem-18180	7	3	backdrop	backdrop	NOUN
fbem-18180	7	4	,	,	PUNCT
fbem-18180	7	5	high	high	ADJ
fbem-18180	7	6	-	-	PUNCT
fbem-18180	7	7	quality	quality	NOUN
fbem-18180	7	8	agglomeration	agglomeration	NOUN
fbem-18180	7	9	of	of	ADP
fbem-18180	7	10	the	the	DET
fbem-18180	7	11	manufacturing	manufacturing	NOUN
fbem-18180	7	12	industry	industry	NOUN
fbem-18180	7	13	has	have	AUX
fbem-18180	7	14	become	become	VERB
fbem-18180	7	15	a	a	DET
fbem-18180	7	16	new	new	ADJ
fbem-18180	7	17	focus	focus	NOUN
fbem-18180	7	18	in	in	ADP
fbem-18180	7	19	the	the	DET
fbem-18180	7	20	field	field	NOUN
fbem-18180	7	21	of	of	ADP
fbem-18180	7	22	industrial	industrial	ADJ
fbem-18180	7	23	development	development	NOUN
fbem-18180	7	24	.	.	PUNCT
fbem-18180	8	1	it	it	PRON
fbem-18180	8	2	not	not	PART
fbem-18180	8	3	only	only	ADV
fbem-18180	8	4	concerns	concern	NOUN
fbem-18180	8	5	whether	whether	SCONJ
fbem-18180	8	6	china	china	PROPN
fbem-18180	8	7	's	's	PART
fbem-18180	8	8	economy	economy	NOUN
fbem-18180	8	9	has	have	VERB
fbem-18180	8	10	sufficient	sufficient	ADJ
fbem-18180	8	11	momentum	momentum	NOUN
fbem-18180	8	12	for	for	ADP
fbem-18180	8	13	sustained	sustained	ADJ
fbem-18180	8	14	growth	growth	NOUN
fbem-18180	8	15	,	,	PUNCT
fbem-18180	8	16	but	but	CCONJ
fbem-18180	8	17	also	also	ADV
fbem-18180	8	18	profoundly	profoundly	ADV
fbem-18180	8	19	impacts	impact	VERB
fbem-18180	8	20	whether	whether	SCONJ
fbem-18180	8	21	the	the	DET
fbem-18180	8	22	country	country	NOUN
fbem-18180	8	23	's	's	PART
fbem-18180	8	24	overall	overall	ADJ
fbem-18180	8	25	competitiveness	competitiveness	NOUN
fbem-18180	8	26	can	can	AUX
fbem-18180	8	27	be	be	AUX
fbem-18180	8	28	further	far	ADV
fbem-18180	8	29	enhanced	enhance	VERB
fbem-18180	8	30	and	and	CCONJ
fbem-18180	8	31	whether	whether	SCONJ
fbem-18180	8	32	the	the	DET
fbem-18180	8	33	strategy	strategy	NOUN
fbem-18180	8	34	of	of	ADP
fbem-18180	8	35	sustainable	sustainable	ADJ
fbem-18180	8	36	development	development	NOUN
fbem-18180	8	37	can	can	AUX
fbem-18180	8	38	be	be	AUX
fbem-18180	8	39	realized	realize	VERB
fbem-18180	8	40	.	.	PUNCT
fbem-18180	9	1	the	the	DET
fbem-18180	9	2	development	development	NOUN
fbem-18180	9	3	of	of	ADP
fbem-18180	9	4	digital	digital	ADJ
fbem-18180	9	5	finance	finance	NOUN
fbem-18180	9	6	provides	provide	VERB
fbem-18180	9	7	powerful	powerful	ADJ
fbem-18180	9	8	financial	financial	ADJ
fbem-18180	9	9	support	support	NOUN
fbem-18180	9	10	for	for	ADP
fbem-18180	9	11	the	the	DET
fbem-18180	9	12	formation	formation	NOUN
fbem-18180	9	13	of	of	ADP
fbem-18180	9	14	manufacturing	manufacture	VERB
fbem-18180	9	15	industrial	industrial	ADJ
fbem-18180	9	16	clusters	cluster	NOUN
fbem-18180	9	17	.	.	PUNCT
fbem-18180	10	1	by	by	ADP
fbem-18180	10	2	providing	provide	VERB
fbem-18180	10	3	financial	financial	ADJ
fbem-18180	10	4	services	service	NOUN
fbem-18180	10	5	such	such	ADJ
fbem-18180	10	6	as	as	ADP
fbem-18180	10	7	financing	financing	NOUN
fbem-18180	10	8	,	,	PUNCT
fbem-18180	10	9	payment	payment	NOUN
fbem-18180	10	10	,	,	PUNCT
fbem-18180	10	11	and	and	CCONJ
fbem-18180	10	12	risk	risk	NOUN
fbem-18180	10	13	management	management	NOUN
fbem-18180	10	14	for	for	ADP
fbem-18180	10	15	enterprises	enterprise	NOUN
fbem-18180	10	16	within	within	ADP
fbem-18180	10	17	the	the	DET
fbem-18180	10	18	clusters	cluster	NOUN
fbem-18180	10	19	,	,	PUNCT
fbem-18180	10	20	digital	digital	ADJ
fbem-18180	10	21	finance	finance	NOUN
fbem-18180	10	22	helps	help	VERB
fbem-18180	10	23	to	to	PART
fbem-18180	10	24	reduce	reduce	VERB
fbem-18180	10	25	enterprise	enterprise	NOUN
fbem-18180	10	26	costs	cost	NOUN
fbem-18180	10	27	,	,	PUNCT
fbem-18180	10	28	improve	improve	VERB
fbem-18180	10	29	production	production	NOUN
fbem-18180	10	30	efficiency	efficiency	NOUN
fbem-18180	10	31	,	,	PUNCT
fbem-18180	10	32	and	and	CCONJ
fbem-18180	10	33	enhance	enhance	VERB
fbem-18180	10	34	the	the	DET
fbem-18180	10	35	competitiveness	competitiveness	NOUN
fbem-18180	10	36	of	of	ADP
fbem-18180	10	37	industrial	industrial	ADJ
fbem-18180	10	38	clusters	cluster	NOUN
fbem-18180	10	39	.	.	PUNCT
fbem-18180	11	1	at	at	ADP
fbem-18180	11	2	the	the	DET
fbem-18180	11	3	same	same	ADJ
fbem-18180	11	4	time	time	NOUN
fbem-18180	11	5	,	,	PUNCT
fbem-18180	11	6	digital	digital	ADJ
fbem-18180	11	7	finance	finance	NOUN
fbem-18180	11	8	can	can	AUX
fbem-18180	11	9	also	also	ADV
fbem-18180	11	10	provide	provide	VERB
fbem-18180	11	11	support	support	NOUN
fbem-18180	11	12	for	for	ADP
fbem-18180	11	13	the	the	DET
fbem-18180	11	14	digital	digital	ADJ
fbem-18180	11	15	transformation	transformation	NOUN
fbem-18180	11	16	of	of	ADP
fbem-18180	11	17	industrial	industrial	ADJ
fbem-18180	11	18	clusters	cluster	NOUN
fbem-18180	11	19	,	,	PUNCT
fbem-18180	11	20	promoting	promote	VERB
fbem-18180	11	21	the	the	DET
fbem-18180	11	22	development	development	NOUN
fbem-18180	11	23	of	of	ADP
fbem-18180	11	24	industrial	industrial	ADJ
fbem-18180	11	25	clusters	cluster	NOUN
fbem-18180	11	26	towards	towards	ADP
fbem-18180	11	27	high	high	ADJ
fbem-18180	11	28	-	-	PUNCT
fbem-18180	11	29	end	end	NOUN
fbem-18180	11	30	and	and	CCONJ
fbem-18180	11	31	intelligent	intelligent	ADJ
fbem-18180	11	32	directions	direction	NOUN
fbem-18180	11	33	.	.	PUNCT
fbem-18180	12	1	in	in	ADP
fbem-18180	12	2	addition	addition	NOUN
fbem-18180	12	3	,	,	PUNCT
fbem-18180	12	4	the	the	DET
fbem-18180	12	5	development	development	NOUN
fbem-18180	12	6	of	of	ADP
fbem-18180	12	7	digital	digital	ADJ
fbem-18180	12	8	finance	finance	NOUN
fbem-18180	12	9	provides	provide	VERB
fbem-18180	12	10	powerful	powerful	ADJ
fbem-18180	12	11	support	support	NOUN
fbem-18180	12	12	for	for	ADP
fbem-18180	12	13	technological	technological	ADJ
fbem-18180	12	14	innovation	innovation	NOUN
fbem-18180	12	15	and	and	CCONJ
fbem-18180	12	16	transformation	transformation	NOUN
fbem-18180	12	17	and	and	CCONJ
fbem-18180	12	18	upgrading	upgrading	NOUN
fbem-18180	12	19	,	,	PUNCT
fbem-18180	12	20	driving	drive	VERB
fbem-18180	12	21	traditional	traditional	ADJ
fbem-18180	12	22	enterprises	enterprise	NOUN
fbem-18180	12	23	to	to	PART
fbem-18180	12	24	transform	transform	VERB
fbem-18180	12	25	and	and	CCONJ
fbem-18180	12	26	upgrade	upgrade	VERB
fbem-18180	12	27	towards	towards	ADP
fbem-18180	12	28	digitalization	digitalization	NOUN
fbem-18180	12	29	and	and	CCONJ
fbem-18180	12	30	intelligence	intelligence	NOUN
fbem-18180	12	31	.	.	PUNCT
fbem-18180	13	1	with	with	ADP
fbem-18180	13	2	the	the	DET
fbem-18180	13	3	rapid	rapid	ADJ
fbem-18180	13	4	development	development	NOUN
fbem-18180	13	5	of	of	ADP
fbem-18180	13	6	digital	digital	ADJ
fbem-18180	13	7	finance	finance	NOUN
fbem-18180	13	8	today	today	NOUN
fbem-18180	13	9	,	,	PUNCT
fbem-18180	13	10	it	it	PRON
fbem-18180	13	11	is	be	AUX
fbem-18180	13	12	of	of	ADP
fbem-18180	13	13	profound	profound	ADJ
fbem-18180	13	14	practical	practical	ADJ
fbem-18180	13	15	significance	significance	NOUN
fbem-18180	13	16	to	to	PART
fbem-18180	13	17	explore	explore	VERB
fbem-18180	13	18	whether	whether	SCONJ
fbem-18180	13	19	digital	digital	ADJ
fbem-18180	13	20	finance	finance	NOUN
fbem-18180	13	21	will	will	AUX
fbem-18180	13	22	have	have	VERB
fbem-18180	13	23	an	an	DET
fbem-18180	13	24	impact	impact	NOUN
fbem-18180	13	25	on	on	ADP
fbem-18180	13	26	manufacturing	manufacture	VERB
fbem-18180	13	27	industrial	industrial	ADJ
fbem-18180	13	28	clusters	cluster	NOUN
fbem-18180	13	29	.	.	PUNCT
fbem-18180	14	1	2	2	X
fbem-18180	14	2	.	.	X
fbem-18180	14	3	literature	literature	PROPN
fbem-18180	14	4	review	review	VERB
fbem-18180	14	5	digital	digital	ADJ
fbem-18180	14	6	finance	finance	NOUN
fbem-18180	14	7	has	have	VERB
fbem-18180	14	8	a	a	DET
fbem-18180	14	9	significant	significant	ADJ
fbem-18180	14	10	impact	impact	NOUN
fbem-18180	14	11	on	on	ADP
fbem-18180	14	12	the	the	DET
fbem-18180	14	13	development	development	NOUN
fbem-18180	14	14	of	of	ADP
fbem-18180	14	15	industrial	industrial	ADJ
fbem-18180	14	16	agglomeration	agglomeration	NOUN
fbem-18180	14	17	in	in	ADP
fbem-18180	14	18	china	china	PROPN
fbem-18180	14	19	.	.	PUNCT
fbem-18180	15	1	according	accord	VERB
fbem-18180	15	2	to	to	ADP
fbem-18180	15	3	a	a	DET
fbem-18180	15	4	study	study	NOUN
fbem-18180	15	5	by	by	ADP
fbem-18180	15	6	lin	lin	PROPN
fbem-18180	15	7	chun	chun	PROPN
fbem-18180	15	8	and	and	CCONJ
fbem-18180	15	9	sun	sun	PROPN
fbem-18180	15	10	yingjie	yingjie	NOUN
fbem-18180	15	11	(	(	PUNCT
fbem-18180	15	12	2022	2022	NUM
fbem-18180	15	13	)	)	PUNCT
fbem-18180	15	14	,	,	PUNCT
fbem-18180	15	15	digital	digital	ADJ
fbem-18180	15	16	finance	finance	NOUN
fbem-18180	15	17	can	can	AUX
fbem-18180	15	18	significantly	significantly	ADV
fbem-18180	15	19	promote	promote	VERB
fbem-18180	15	20	industrial	industrial	ADJ
fbem-18180	15	21	agglomeration	agglomeration	NOUN
fbem-18180	15	22	in	in	ADP
fbem-18180	15	23	china	china	PROPN
fbem-18180	15	24	.	.	PUNCT
fbem-18180	16	1	this	this	PRON
fbem-18180	16	2	is	be	AUX
fbem-18180	16	3	mainly	mainly	ADV
fbem-18180	16	4	achieved	achieve	VERB
fbem-18180	16	5	by	by	ADP
fbem-18180	16	6	reducing	reduce	VERB
fbem-18180	16	7	the	the	DET
fbem-18180	16	8	financing	financing	NOUN
fbem-18180	16	9	costs	cost	NOUN
fbem-18180	16	10	of	of	ADP
fbem-18180	16	11	enterprises	enterprise	NOUN
fbem-18180	16	12	and	and	CCONJ
fbem-18180	16	13	alleviating	alleviate	VERB
fbem-18180	16	14	financing	financing	NOUN
fbem-18180	16	15	constraints	constraint	NOUN
fbem-18180	16	16	,	,	PUNCT
fbem-18180	16	17	which	which	PRON
fbem-18180	16	18	directly	directly	ADV
fbem-18180	16	19	promote	promote	VERB
fbem-18180	16	20	industrial	industrial	ADJ
fbem-18180	16	21	agglomeration	agglomeration	NOUN
fbem-18180	16	22	.	.	PUNCT
fbem-18180	17	1	additionally	additionally	ADV
fbem-18180	17	2	,	,	PUNCT
fbem-18180	17	3	digital	digital	ADJ
fbem-18180	17	4	finance	finance	NOUN
fbem-18180	17	5	also	also	ADV
fbem-18180	17	6	affects	affect	VERB
fbem-18180	17	7	the	the	DET
fbem-18180	17	8	external	external	ADJ
fbem-18180	17	9	environment	environment	NOUN
fbem-18180	17	10	of	of	ADP
fbem-18180	17	11	the	the	DET
fbem-18180	17	12	region	region	NOUN
fbem-18180	17	13	by	by	ADP
fbem-18180	17	14	promoting	promote	VERB
fbem-18180	17	15	green	green	ADJ
fbem-18180	17	16	innovation	innovation	NOUN
fbem-18180	17	17	and	and	CCONJ
fbem-18180	17	18	improving	improve	VERB
fbem-18180	17	19	human	human	ADJ
fbem-18180	17	20	capital	capital	NOUN
fbem-18180	17	21	levels	level	NOUN
fbem-18180	17	22	,	,	PUNCT
fbem-18180	17	23	indirectly	indirectly	ADV
fbem-18180	17	24	promoting	promote	VERB
fbem-18180	17	25	the	the	DET
fbem-18180	17	26	development	development	NOUN
fbem-18180	17	27	of	of	ADP
fbem-18180	17	28	industrial	industrial	ADJ
fbem-18180	17	29	agglomeration	agglomeration	NOUN
fbem-18180	17	30	.	.	PUNCT
fbem-18180	18	1	another	another	DET
fbem-18180	18	2	study	study	NOUN
fbem-18180	18	3	by	by	ADP
fbem-18180	18	4	ren	ren	PROPN
fbem-18180	18	5	jiao	jiao	PROPN
fbem-18180	18	6	et	et	PROPN
fbem-18180	18	7	al	al	PROPN
fbem-18180	18	8	.	.	PROPN
fbem-18180	18	9	(	(	PUNCT
fbem-18180	18	10	2023	2023	NUM
fbem-18180	18	11	)	)	PUNCT
fbem-18180	18	12	found	find	VERB
fbem-18180	18	13	that	that	SCONJ
fbem-18180	18	14	digital	digital	ADJ
fbem-18180	18	15	finance	finance	NOUN
fbem-18180	18	16	can	can	AUX
fbem-18180	18	17	enhance	enhance	VERB
fbem-18180	18	18	regional	regional	ADJ
fbem-18180	18	19	innovation	innovation	NOUN
fbem-18180	18	20	performance	performance	NOUN
fbem-18180	18	21	by	by	ADP
fbem-18180	18	22	promoting	promote	VERB
fbem-18180	18	23	the	the	DET
fbem-18180	18	24	agglomeration	agglomeration	NOUN
fbem-18180	18	25	of	of	ADP
fbem-18180	18	26	high	high	ADJ
fbem-18180	18	27	-	-	PUNCT
fbem-18180	18	28	tech	tech	NOUN
fbem-18180	18	29	industries	industry	NOUN
fbem-18180	18	30	,	,	PUNCT
fbem-18180	18	31	strengthening	strengthen	VERB
fbem-18180	18	32	the	the	DET
fbem-18180	18	33	scale	scale	NOUN
fbem-18180	18	34	economy	economy	NOUN
fbem-18180	18	35	effect	effect	NOUN
fbem-18180	18	36	and	and	CCONJ
fbem-18180	18	37	diversified	diversified	ADJ
fbem-18180	18	38	knowledge	knowledge	NOUN
fbem-18180	18	39	spillover	spillover	VERB
fbem-18180	18	40	effect	effect	NOUN
fbem-18180	18	41	of	of	ADP
fbem-18180	18	42	agglomeration	agglomeration	NOUN
fbem-18180	18	43	.	.	PUNCT
fbem-18180	19	1	this	this	PRON
fbem-18180	19	2	indicates	indicate	VERB
fbem-18180	19	3	that	that	SCONJ
fbem-18180	19	4	while	while	SCONJ
fbem-18180	19	5	promoting	promote	VERB
fbem-18180	19	6	industrial	industrial	ADJ
fbem-18180	19	7	agglomeration	agglomeration	NOUN
fbem-18180	19	8	,	,	PUNCT
fbem-18180	19	9	digital	digital	ADJ
fbem-18180	19	10	finance	finance	NOUN
fbem-18180	19	11	can	can	AUX
fbem-18180	19	12	also	also	ADV
fbem-18180	19	13	drive	drive	VERB
fbem-18180	19	14	the	the	DET
fbem-18180	19	15	development	development	NOUN
fbem-18180	19	16	of	of	ADP
fbem-18180	19	17	regional	regional	ADJ
fbem-18180	19	18	innovation	innovation	NOUN
fbem-18180	19	19	.	.	PUNCT
fbem-18180	20	1	digital	digital	ADJ
fbem-18180	20	2	finance	finance	NOUN
fbem-18180	20	3	can	can	AUX
fbem-18180	20	4	improve	improve	VERB
fbem-18180	20	5	the	the	DET
fbem-18180	20	6	economic	economic	ADJ
fbem-18180	20	7	benefits	benefit	NOUN
fbem-18180	20	8	of	of	ADP
fbem-18180	20	9	enterprises	enterprise	NOUN
fbem-18180	20	10	.	.	PUNCT
fbem-18180	21	1	according	accord	VERB
fbem-18180	21	2	to	to	ADP
fbem-18180	21	3	a	a	DET
fbem-18180	21	4	study	study	NOUN
fbem-18180	21	5	by	by	ADP
fbem-18180	21	6	chen	chen	PROPN
fbem-18180	21	7	zhongfei	zhongfei	PROPN
fbem-18180	21	8	and	and	CCONJ
fbem-18180	21	9	jiang	jiang	PROPN
fbem-18180	21	10	kangqi	kangqi	PROPN
fbem-18180	21	11	(	(	PUNCT
fbem-18180	21	12	2021	2021	NUM
fbem-18180	21	13	)	)	PUNCT
fbem-18180	21	14	,	,	PUNCT
fbem-18180	21	15	the	the	DET
fbem-18180	21	16	development	development	NOUN
fbem-18180	21	17	of	of	ADP
fbem-18180	21	18	digital	digital	ADJ
fbem-18180	21	19	finance	finance	NOUN
fbem-18180	21	20	has	have	AUX
fbem-18180	21	21	optimized	optimize	VERB
fbem-18180	21	22	enterprise	enterprise	NOUN
fbem-18180	21	23	revenue	revenue	NOUN
fbem-18180	21	24	channels	channel	NOUN
fbem-18180	21	25	and	and	CCONJ
fbem-18180	21	26	financial	financial	ADJ
fbem-18180	21	27	efficiency	efficiency	NOUN
fbem-18180	21	28	channels	channel	NOUN
fbem-18180	21	29	,	,	PUNCT
fbem-18180	21	30	increasing	increase	VERB
fbem-18180	21	31	sales	sale	NOUN
fbem-18180	21	32	revenue	revenue	NOUN
fbem-18180	21	33	and	and	CCONJ
fbem-18180	21	34	mitigating	mitigate	VERB
fbem-18180	21	35	the	the	DET
fbem-18180	21	36	negative	negative	ADJ
fbem-18180	21	37	impact	impact	NOUN
fbem-18180	21	38	of	of	ADP
fbem-18180	21	39	inefficient	inefficient	ADJ
fbem-18180	21	40	traditional	traditional	ADJ
fbem-18180	21	41	financial	financial	ADJ
fbem-18180	21	42	phenomena	phenomenon	NOUN
fbem-18180	21	43	on	on	ADP
fbem-18180	21	44	enterprises	enterprise	NOUN
fbem-18180	21	45	.	.	PUNCT
fbem-18180	22	1	it	it	PRON
fbem-18180	22	2	has	have	AUX
fbem-18180	22	3	also	also	ADV
fbem-18180	22	4	reduced	reduce	VERB
fbem-18180	22	5	the	the	DET
fbem-18180	22	6	difficulty	difficulty	NOUN
fbem-18180	22	7	of	of	ADP
fbem-18180	22	8	external	external	ADJ
fbem-18180	22	9	financing	financing	NOUN
fbem-18180	22	10	for	for	ADP
fbem-18180	22	11	enterprises	enterprise	NOUN
fbem-18180	22	12	,	,	PUNCT
fbem-18180	22	13	indirectly	indirectly	ADV
fbem-18180	22	14	promoting	promote	VERB
fbem-18180	22	15	the	the	DET
fbem-18180	22	16	improvement	improvement	NOUN
fbem-18180	22	17	of	of	ADP
fbem-18180	22	18	their	their	PRON
fbem-18180	22	19	profitability	profitability	NOUN
fbem-18180	22	20	.	.	PUNCT
fbem-18180	23	1	the	the	DET
fbem-18180	23	2	research	research	NOUN
fbem-18180	23	3	by	by	ADP
fbem-18180	23	4	pan	pan	PROPN
fbem-18180	23	5	yi	yi	PROPN
fbem-18180	23	6	and	and	CCONJ
fbem-18180	23	7	zhang	zhang	PROPN
fbem-18180	23	8	jinchang	jinchang	PROPN
fbem-18180	23	9	(	(	PUNCT
fbem-18180	23	10	2023	2023	NUM
fbem-18180	23	11	)	)	PUNCT
fbem-18180	23	12	shows	show	VERB
fbem-18180	23	13	that	that	SCONJ
fbem-18180	23	14	the	the	DET
fbem-18180	23	15	development	development	NOUN
fbem-18180	23	16	of	of	ADP
fbem-18180	23	17	digital	digital	ADJ
fbem-18180	23	18	finance	finance	NOUN
fbem-18180	23	19	has	have	AUX
fbem-18180	23	20	alleviated	alleviate	VERB
fbem-18180	23	21	the	the	DET
fbem-18180	23	22	problem	problem	NOUN
fbem-18180	23	23	of	of	ADP
fbem-18180	23	24	"	"	PUNCT
fbem-18180	23	25	expensive	expensive	ADJ
fbem-18180	23	26	financing	financing	NOUN
fbem-18180	23	27	"	"	PUNCT
fbem-18180	23	28	for	for	ADP
fbem-18180	23	29	industrial	industrial	ADJ
fbem-18180	23	30	enterprises	enterprise	NOUN
fbem-18180	23	31	,	,	PUNCT
fbem-18180	23	32	reducing	reduce	VERB
fbem-18180	23	33	interest	interest	NOUN
fbem-18180	23	34	burdens	burden	NOUN
fbem-18180	23	35	,	,	PUNCT
fbem-18180	23	36	improving	improve	VERB
fbem-18180	23	37	economic	economic	ADJ
fbem-18180	23	38	efficiency	efficiency	NOUN
fbem-18180	23	39	,	,	PUNCT
fbem-18180	23	40	and	and	CCONJ
fbem-18180	23	41	significantly	significantly	ADV
fbem-18180	23	42	enhancing	enhance	VERB
fbem-18180	23	43	total	total	ADJ
fbem-18180	23	44	factor	factor	NOUN
fbem-18180	23	45	productivity	productivity	NOUN
fbem-18180	23	46	.	.	PUNCT
fbem-18180	24	1	digital	digital	ADJ
fbem-18180	24	2	finance	finance	NOUN
fbem-18180	24	3	can	can	AUX
fbem-18180	24	4	also	also	ADV
fbem-18180	24	5	affect	affect	VERB
fbem-18180	24	6	the	the	DET
fbem-18180	24	7	innovation	innovation	NOUN
fbem-18180	24	8	performance	performance	NOUN
fbem-18180	24	9	of	of	ADP
fbem-18180	24	10	enterprises	enterprise	NOUN
fbem-18180	24	11	.	.	PUNCT
fbem-18180	25	1	the	the	DET
fbem-18180	25	2	research	research	NOUN
fbem-18180	25	3	by	by	ADP
fbem-18180	25	4	wan	wan	PROPN
fbem-18180	25	5	jiayu	jiayu	PROPN
fbem-18180	25	6	et	et	PROPN
fbem-18180	25	7	al	al	PROPN
fbem-18180	25	8	.	.	PROPN
fbem-18180	25	9	(	(	PUNCT
fbem-18180	25	10	2020	2020	NUM
fbem-18180	25	11	)	)	PUNCT
fbem-18180	25	12	indicates	indicate	VERB
fbem-18180	25	13	that	that	SCONJ
fbem-18180	25	14	the	the	DET
fbem-18180	25	15	development	development	NOUN
fbem-18180	25	16	of	of	ADP
fbem-18180	25	17	digital	digital	ADJ
fbem-18180	25	18	finance	finance	NOUN
fbem-18180	25	19	significantly	significantly	ADV
fbem-18180	25	20	alleviates	alleviate	VERB
fbem-18180	25	21	financing	financing	NOUN
fbem-18180	25	22	constraints	constraint	NOUN
fbem-18180	25	23	for	for	ADP
fbem-18180	25	24	enterprises	enterprise	NOUN
fbem-18180	25	25	,	,	PUNCT
fbem-18180	25	26	thereby	thereby	ADV
fbem-18180	25	27	exerting	exert	VERB
fbem-18180	25	28	a	a	DET
fbem-18180	25	29	positive	positive	ADJ
fbem-18180	25	30	impact	impact	NOUN
fbem-18180	25	31	on	on	ADP
fbem-18180	25	32	their	their	PRON
fbem-18180	25	33	innovation	innovation	NOUN
fbem-18180	25	34	.	.	PUNCT
fbem-18180	26	1	tang	tang	PROPN
fbem-18180	26	2	song	song	PROPN
fbem-18180	26	3	et	et	PROPN
fbem-18180	26	4	al	al	PROPN
fbem-18180	26	5	.	.	PROPN
fbem-18180	27	1	(	(	PUNCT
fbem-18180	27	2	2020	2020	NUM
fbem-18180	27	3	)	)	PUNCT
fbem-18180	27	4	argue	argue	VERB
fbem-18180	27	5	that	that	SCONJ
fbem-18180	27	6	the	the	DET
fbem-18180	27	7	development	development	NOUN
fbem-18180	27	8	of	of	ADP
fbem-18180	27	9	digital	digital	ADJ
fbem-18180	27	10	finance	finance	NOUN
fbem-18180	27	11	not	not	PART
fbem-18180	27	12	only	only	ADV
fbem-18180	27	13	effectively	effectively	ADV
fbem-18180	27	14	addresses	address	VERB
fbem-18180	27	15	the	the	DET
fbem-18180	27	16	difficulties	difficulty	NOUN
fbem-18180	27	17	and	and	CCONJ
fbem-18180	27	18	costs	cost	NOUN
fbem-18180	27	19	associated	associate	VERB
fbem-18180	27	20	with	with	ADP
fbem-18180	27	21	financing	financing	NOUN
fbem-18180	27	22	for	for	ADP
fbem-18180	27	23	enterprises	enterprise	NOUN
fbem-18180	27	24	but	but	CCONJ
fbem-18180	27	25	also	also	ADV
fbem-18180	27	26	drives	drive	VERB
fbem-18180	27	27	deleveraging	deleverage	VERB
fbem-18180	27	28	and	and	CCONJ
fbem-18180	27	29	stabilizes	stabilize	VERB
fbem-18180	27	30	financial	financial	ADJ
fbem-18180	27	31	conditions	condition	NOUN
fbem-18180	27	32	,	,	PUNCT
fbem-18180	27	33	all	all	PRON
fbem-18180	27	34	of	of	ADP
fbem-18180	27	35	which	which	PRON
fbem-18180	27	36	contribute	contribute	VERB
fbem-18180	27	37	to	to	ADP
fbem-18180	27	38	increased	increase	VERB
fbem-18180	27	39	technological	technological	ADJ
fbem-18180	27	40	innovation	innovation	NOUN
fbem-18180	27	41	output	output	NOUN
fbem-18180	27	42	and	and	CCONJ
fbem-18180	27	43	subsequently	subsequently	ADV
fbem-18180	27	44	enhance	enhance	VERB
fbem-18180	27	45	enterprise	enterprise	NOUN
fbem-18180	27	46	technological	technological	ADJ
fbem-18180	27	47	innovation	innovation	NOUN
fbem-18180	27	48	.	.	PUNCT
fbem-18180	28	1	187	187	NUM
fbem-18180	28	2	3	3	NUM
fbem-18180	28	3	.	.	PUNCT
fbem-18180	28	4	theoretical	theoretical	ADJ
fbem-18180	28	5	analysis	analysis	NOUN
fbem-18180	28	6	of	of	ADP
fbem-18180	28	7	the	the	DET
fbem-18180	28	8	impact	impact	NOUN
fbem-18180	28	9	of	of	ADP
fbem-18180	28	10	digital	digital	ADJ
fbem-18180	28	11	finance	finance	NOUN
fbem-18180	28	12	on	on	ADP
fbem-18180	28	13	the	the	DET
fbem-18180	28	14	high	high	ADJ
fbem-18180	28	15	-	-	PUNCT
fbem-18180	28	16	quality	quality	NOUN
fbem-18180	28	17	agglomeration	agglomeration	NOUN
fbem-18180	28	18	of	of	ADP
fbem-18180	28	19	manufacturing	manufacturing	NOUN
fbem-18180	28	20	industry	industry	NOUN
fbem-18180	28	21	the	the	DET
fbem-18180	28	22	impact	impact	NOUN
fbem-18180	28	23	of	of	ADP
fbem-18180	28	24	digital	digital	ADJ
fbem-18180	28	25	finance	finance	NOUN
fbem-18180	28	26	on	on	ADP
fbem-18180	28	27	high	high	ADJ
fbem-18180	28	28	-	-	PUNCT
fbem-18180	28	29	quality	quality	NOUN
fbem-18180	28	30	agglomeration	agglomeration	NOUN
fbem-18180	28	31	of	of	ADP
fbem-18180	28	32	the	the	DET
fbem-18180	28	33	manufacturing	manufacturing	NOUN
fbem-18180	28	34	industry	industry	NOUN
fbem-18180	28	35	can	can	AUX
fbem-18180	28	36	be	be	AUX
fbem-18180	28	37	analyzed	analyze	VERB
fbem-18180	28	38	from	from	ADP
fbem-18180	28	39	the	the	DET
fbem-18180	28	40	perspective	perspective	NOUN
fbem-18180	28	41	of	of	ADP
fbem-18180	28	42	how	how	SCONJ
fbem-18180	28	43	digital	digital	ADJ
fbem-18180	28	44	finance	finance	NOUN
fbem-18180	28	45	affects	affect	VERB
fbem-18180	28	46	the	the	DET
fbem-18180	28	47	micro	micro	ADJ
fbem-18180	28	48	-	-	NOUN
fbem-18180	28	49	level	level	ADJ
fbem-18180	28	50	operations	operation	NOUN
fbem-18180	28	51	of	of	ADP
fbem-18180	28	52	individual	individual	ADJ
fbem-18180	28	53	enterprises	enterprise	NOUN
fbem-18180	28	54	within	within	ADP
fbem-18180	28	55	manufacturing	manufacturing	NOUN
fbem-18180	28	56	clusters	cluster	NOUN
fbem-18180	28	57	.	.	PUNCT
fbem-18180	29	1	specifically	specifically	ADV
fbem-18180	29	2	,	,	PUNCT
fbem-18180	29	3	we	we	PRON
fbem-18180	29	4	can	can	AUX
fbem-18180	29	5	divide	divide	VERB
fbem-18180	29	6	enterprise	enterprise	NOUN
fbem-18180	29	7	operations	operation	NOUN
fbem-18180	29	8	into	into	ADP
fbem-18180	29	9	three	three	NUM
fbem-18180	29	10	aspects	aspect	NOUN
fbem-18180	29	11	:	:	PUNCT
fbem-18180	29	12	investment	investment	NOUN
fbem-18180	29	13	,	,	PUNCT
fbem-18180	29	14	financing	financing	NOUN
fbem-18180	29	15	,	,	PUNCT
fbem-18180	29	16	and	and	CCONJ
fbem-18180	29	17	operations	operation	NOUN
fbem-18180	29	18	,	,	PUNCT
fbem-18180	29	19	to	to	PART
fbem-18180	29	20	examine	examine	VERB
fbem-18180	29	21	the	the	DET
fbem-18180	29	22	economic	economic	ADJ
fbem-18180	29	23	benefits	benefit	NOUN
fbem-18180	29	24	of	of	ADP
fbem-18180	29	25	manufacturing	manufacturing	NOUN
fbem-18180	29	26	agglomeration	agglomeration	NOUN
fbem-18180	29	27	.	.	PUNCT
fbem-18180	30	1	drawing	draw	VERB
fbem-18180	30	2	on	on	ADP
fbem-18180	30	3	krugman	krugman	PROPN
fbem-18180	30	4	's	's	PART
fbem-18180	30	5	core	core	NOUN
fbem-18180	30	6	-	-	PUNCT
fbem-18180	30	7	periphery	periphery	NOUN
fbem-18180	30	8	theory	theory	NOUN
fbem-18180	30	9	,	,	PUNCT
fbem-18180	30	10	we	we	PRON
fbem-18180	30	11	can	can	AUX
fbem-18180	30	12	further	far	ADV
fbem-18180	30	13	analyze	analyze	VERB
fbem-18180	30	14	the	the	DET
fbem-18180	30	15	impact	impact	NOUN
fbem-18180	30	16	mechanism	mechanism	NOUN
fbem-18180	30	17	of	of	ADP
fbem-18180	30	18	digital	digital	ADJ
fbem-18180	30	19	finance	finance	NOUN
fbem-18180	30	20	on	on	ADP
fbem-18180	30	21	manufacturing	manufacturing	NOUN
fbem-18180	30	22	agglomeration	agglomeration	NOUN
fbem-18180	30	23	from	from	ADP
fbem-18180	30	24	the	the	DET
fbem-18180	30	25	perspectives	perspective	NOUN
fbem-18180	30	26	of	of	ADP
fbem-18180	30	27	centripetal	centripetal	ADJ
fbem-18180	30	28	and	and	CCONJ
fbem-18180	30	29	centrifugal	centrifugal	ADJ
fbem-18180	30	30	forces	force	NOUN
fbem-18180	30	31	within	within	ADP
fbem-18180	30	32	the	the	DET
fbem-18180	30	33	clusters	cluster	NOUN
fbem-18180	30	34	.	.	PUNCT
fbem-18180	31	1	by	by	ADP
fbem-18180	31	2	considering	consider	VERB
fbem-18180	31	3	the	the	DET
fbem-18180	31	4	role	role	NOUN
fbem-18180	31	5	of	of	ADP
fbem-18180	31	6	digital	digital	ADJ
fbem-18180	31	7	finance	finance	NOUN
fbem-18180	31	8	in	in	ADP
fbem-18180	31	9	optimizing	optimize	VERB
fbem-18180	31	10	financing	financing	NOUN
fbem-18180	31	11	channels	channel	NOUN
fbem-18180	31	12	,	,	PUNCT
fbem-18180	31	13	reducing	reduce	VERB
fbem-18180	31	14	financing	financing	NOUN
fbem-18180	31	15	constraints	constraint	NOUN
fbem-18180	31	16	,	,	PUNCT
fbem-18180	31	17	and	and	CCONJ
fbem-18180	31	18	promoting	promote	VERB
fbem-18180	31	19	green	green	ADJ
fbem-18180	31	20	innovation	innovation	NOUN
fbem-18180	31	21	and	and	CCONJ
fbem-18180	31	22	human	human	ADJ
fbem-18180	31	23	capital	capital	NOUN
fbem-18180	31	24	development	development	NOUN
fbem-18180	31	25	,	,	PUNCT
fbem-18180	31	26	we	we	PRON
fbem-18180	31	27	can	can	AUX
fbem-18180	31	28	understand	understand	VERB
fbem-18180	31	29	how	how	SCONJ
fbem-18180	31	30	it	it	PRON
fbem-18180	31	31	enhances	enhance	VERB
fbem-18180	31	32	the	the	DET
fbem-18180	31	33	efficiency	efficiency	NOUN
fbem-18180	31	34	and	and	CCONJ
fbem-18180	31	35	profitability	profitability	NOUN
fbem-18180	31	36	of	of	ADP
fbem-18180	31	37	enterprises	enterprise	NOUN
fbem-18180	31	38	within	within	ADP
fbem-18180	31	39	manufacturing	manufacturing	NOUN
fbem-18180	31	40	clusters	cluster	NOUN
fbem-18180	31	41	.	.	PUNCT
fbem-18180	32	1	additionally	additionally	ADV
fbem-18180	32	2	,	,	PUNCT
fbem-18180	32	3	the	the	DET
fbem-18180	32	4	analysis	analysis	NOUN
fbem-18180	32	5	based	base	VERB
fbem-18180	32	6	on	on	ADP
fbem-18180	32	7	krugman	krugman	PROPN
fbem-18180	32	8	's	's	PART
fbem-18180	32	9	theory	theory	NOUN
fbem-18180	32	10	allows	allow	VERB
fbem-18180	32	11	us	we	PRON
fbem-18180	32	12	to	to	PART
fbem-18180	32	13	consider	consider	VERB
fbem-18180	32	14	the	the	DET
fbem-18180	32	15	spatial	spatial	ADJ
fbem-18180	32	16	distribution	distribution	NOUN
fbem-18180	32	17	and	and	CCONJ
fbem-18180	32	18	economic	economic	ADJ
fbem-18180	32	19	interactions	interaction	NOUN
fbem-18180	32	20	between	between	ADP
fbem-18180	32	21	different	different	ADJ
fbem-18180	32	22	regions	region	NOUN
fbem-18180	32	23	and	and	CCONJ
fbem-18180	32	24	the	the	DET
fbem-18180	32	25	role	role	NOUN
fbem-18180	32	26	of	of	ADP
fbem-18180	32	27	digital	digital	ADJ
fbem-18180	32	28	finance	finance	NOUN
fbem-18180	32	29	in	in	ADP
fbem-18180	32	30	shaping	shape	VERB
fbem-18180	32	31	these	these	DET
fbem-18180	32	32	interactions	interaction	NOUN
fbem-18180	32	33	,	,	PUNCT
fbem-18180	32	34	particularly	particularly	ADV
fbem-18180	32	35	in	in	ADP
fbem-18180	32	36	terms	term	NOUN
fbem-18180	32	37	of	of	ADP
fbem-18180	32	38	attracting	attract	VERB
fbem-18180	32	39	and	and	CCONJ
fbem-18180	32	40	maintaining	maintain	VERB
fbem-18180	32	41	high	high	ADJ
fbem-18180	32	42	-	-	PUNCT
fbem-18180	32	43	quality	quality	NOUN
fbem-18180	32	44	manufacturing	manufacturing	NOUN
fbem-18180	32	45	activities	activity	NOUN
fbem-18180	32	46	within	within	ADP
fbem-18180	32	47	clusters	cluster	NOUN
fbem-18180	32	48	.	.	PUNCT
fbem-18180	33	1	3.1	3.1	NUM
fbem-18180	33	2	.	.	PUNCT
fbem-18180	33	3	impact	impact	NOUN
fbem-18180	33	4	of	of	ADP
fbem-18180	33	5	digital	digital	ADJ
fbem-18180	33	6	finance	finance	NOUN
fbem-18180	33	7	on	on	ADP
fbem-18180	33	8	the	the	DET
fbem-18180	33	9	economic	economic	ADJ
fbem-18180	33	10	benefits	benefit	NOUN
fbem-18180	33	11	of	of	ADP
fbem-18180	33	12	high	high	ADJ
fbem-18180	33	13	-	-	PUNCT
fbem-18180	33	14	quality	quality	NOUN
fbem-18180	33	15	agglomeration	agglomeration	NOUN
fbem-18180	33	16	of	of	ADP
fbem-18180	33	17	the	the	DET
fbem-18180	33	18	manufacturing	manufacturing	NOUN
fbem-18180	33	19	industry	industry	NOUN
fbem-18180	33	20	first	first	ADV
fbem-18180	33	21	,	,	PUNCT
fbem-18180	33	22	from	from	ADP
fbem-18180	33	23	the	the	DET
fbem-18180	33	24	perspective	perspective	NOUN
fbem-18180	33	25	of	of	ADP
fbem-18180	33	26	enterprise	enterprise	NOUN
fbem-18180	33	27	operating	operating	NOUN
fbem-18180	33	28	income	income	NOUN
fbem-18180	33	29	,	,	PUNCT
fbem-18180	33	30	digital	digital	ADJ
fbem-18180	33	31	finance	finance	NOUN
fbem-18180	33	32	primarily	primarily	ADV
fbem-18180	33	33	affects	affect	VERB
fbem-18180	33	34	enterprise	enterprise	NOUN
fbem-18180	33	35	profits	profit	NOUN
fbem-18180	33	36	by	by	ADP
fbem-18180	33	37	increasing	increase	VERB
fbem-18180	33	38	operating	operating	NOUN
fbem-18180	33	39	revenue	revenue	NOUN
fbem-18180	33	40	and	and	CCONJ
fbem-18180	33	41	reducing	reduce	VERB
fbem-18180	33	42	operating	operating	NOUN
fbem-18180	33	43	costs	cost	NOUN
fbem-18180	33	44	.	.	PUNCT
fbem-18180	34	1	regarding	regard	VERB
fbem-18180	34	2	operating	operate	VERB
fbem-18180	34	3	revenue	revenue	NOUN
fbem-18180	34	4	,	,	PUNCT
fbem-18180	34	5	digital	digital	ADJ
fbem-18180	34	6	finance	finance	NOUN
fbem-18180	34	7	can	can	AUX
fbem-18180	34	8	significantly	significantly	ADV
fbem-18180	34	9	promote	promote	VERB
fbem-18180	34	10	consumer	consumer	NOUN
fbem-18180	34	11	spending	spending	NOUN
fbem-18180	34	12	(	(	PUNCT
fbem-18180	34	13	yi	yi	NOUN
fbem-18180	34	14	xingjian	xingjian	NOUN
fbem-18180	34	15	and	and	CCONJ
fbem-18180	34	16	zhou	zhou	PROPN
fbem-18180	34	17	li	li	PROPN
fbem-18180	34	18	,	,	PUNCT
fbem-18180	34	19	2018	2018	NUM
fbem-18180	34	20	)	)	PUNCT
fbem-18180	34	21	and	and	CCONJ
fbem-18180	34	22	simultaneously	simultaneously	ADV
fbem-18180	34	23	enhance	enhance	VERB
fbem-18180	34	24	the	the	DET
fbem-18180	34	25	per	per	ADP
fbem-18180	34	26	capita	capita	X
fbem-18180	34	27	disposable	disposable	ADJ
fbem-18180	34	28	income	income	NOUN
fbem-18180	34	29	level	level	NOUN
fbem-18180	34	30	of	of	ADP
fbem-18180	34	31	urban	urban	ADJ
fbem-18180	34	32	and	and	CCONJ
fbem-18180	34	33	rural	rural	ADJ
fbem-18180	34	34	residents	resident	NOUN
fbem-18180	34	35	in	in	ADP
fbem-18180	34	36	china	china	PROPN
fbem-18180	34	37	(	(	PUNCT
fbem-18180	34	38	yang	yang	PROPN
fbem-18180	34	39	weiming	weime	VERB
fbem-18180	34	40	et	et	PROPN
fbem-18180	34	41	al	al	PROPN
fbem-18180	34	42	.	.	PROPN
fbem-18180	34	43	,	,	PUNCT
fbem-18180	34	44	2020	2020	NUM
fbem-18180	34	45	)	)	PUNCT
fbem-18180	34	46	.	.	PUNCT
fbem-18180	35	1	with	with	ADP
fbem-18180	35	2	concurrent	concurrent	ADJ
fbem-18180	35	3	growth	growth	NOUN
fbem-18180	35	4	in	in	ADP
fbem-18180	35	5	both	both	DET
fbem-18180	35	6	resident	resident	ADJ
fbem-18180	35	7	income	income	NOUN
fbem-18180	35	8	and	and	CCONJ
fbem-18180	35	9	consumption	consumption	NOUN
fbem-18180	35	10	,	,	PUNCT
fbem-18180	35	11	enterprise	enterprise	NOUN
fbem-18180	35	12	operating	operating	NOUN
fbem-18180	35	13	revenue	revenue	NOUN
fbem-18180	35	14	naturally	naturally	ADV
fbem-18180	35	15	increases	increase	VERB
fbem-18180	35	16	.	.	PUNCT
fbem-18180	36	1	secondly	secondly	ADV
fbem-18180	36	2	,	,	PUNCT
fbem-18180	36	3	digital	digital	ADJ
fbem-18180	36	4	finance	finance	NOUN
fbem-18180	36	5	can	can	AUX
fbem-18180	36	6	significantly	significantly	ADV
fbem-18180	36	7	reduce	reduce	VERB
fbem-18180	36	8	information	information	NOUN
fbem-18180	36	9	asymmetry	asymmetry	NOUN
fbem-18180	36	10	,	,	PUNCT
fbem-18180	36	11	enabling	enable	VERB
fbem-18180	36	12	enterprises	enterprise	NOUN
fbem-18180	36	13	to	to	PART
fbem-18180	36	14	provide	provide	VERB
fbem-18180	36	15	targeted	target	VERB
fbem-18180	36	16	product	product	NOUN
fbem-18180	36	17	services	service	NOUN
fbem-18180	36	18	based	base	VERB
fbem-18180	36	19	on	on	ADP
fbem-18180	36	20	more	more	ADV
fbem-18180	36	21	complete	complete	ADJ
fbem-18180	36	22	information	information	NOUN
fbem-18180	36	23	,	,	PUNCT
fbem-18180	36	24	thus	thus	ADV
fbem-18180	36	25	boosting	boost	VERB
fbem-18180	36	26	their	their	PRON
fbem-18180	36	27	operating	operating	NOUN
fbem-18180	36	28	revenue.from	revenue.from	NOUN
fbem-18180	36	29	the	the	DET
fbem-18180	36	30	perspective	perspective	NOUN
fbem-18180	36	31	of	of	ADP
fbem-18180	36	32	enterprise	enterprise	NOUN
fbem-18180	36	33	operating	operating	NOUN
fbem-18180	36	34	costs	cost	NOUN
fbem-18180	36	35	,	,	PUNCT
fbem-18180	36	36	digital	digital	ADJ
fbem-18180	36	37	finance	finance	NOUN
fbem-18180	36	38	can	can	AUX
fbem-18180	36	39	better	well	ADV
fbem-18180	36	40	provide	provide	VERB
fbem-18180	36	41	information	information	NOUN
fbem-18180	36	42	and	and	CCONJ
fbem-18180	36	43	reduce	reduce	VERB
fbem-18180	36	44	transaction	transaction	NOUN
fbem-18180	36	45	costs	cost	NOUN
fbem-18180	36	46	,	,	PUNCT
fbem-18180	36	47	leading	lead	VERB
fbem-18180	36	48	to	to	ADP
fbem-18180	36	49	lower	low	ADJ
fbem-18180	36	50	operating	operating	NOUN
fbem-18180	36	51	costs	cost	NOUN
fbem-18180	36	52	for	for	ADP
fbem-18180	36	53	enterprises	enterprise	NOUN
fbem-18180	36	54	.	.	PUNCT
fbem-18180	37	1	additionally	additionally	ADV
fbem-18180	37	2	,	,	PUNCT
fbem-18180	37	3	digital	digital	ADJ
fbem-18180	37	4	information	information	NOUN
fbem-18180	37	5	can	can	AUX
fbem-18180	37	6	help	help	VERB
fbem-18180	37	7	enterprises	enterprise	NOUN
fbem-18180	37	8	access	access	VERB
fbem-18180	37	9	a	a	DET
fbem-18180	37	10	broader	broad	ADJ
fbem-18180	37	11	range	range	NOUN
fbem-18180	37	12	of	of	ADP
fbem-18180	37	13	suppliers	supplier	NOUN
fbem-18180	37	14	and	and	CCONJ
fbem-18180	37	15	obtain	obtain	VERB
fbem-18180	37	16	better	well	ADJ
fbem-18180	37	17	prices	price	NOUN
fbem-18180	37	18	.	.	PUNCT
fbem-18180	38	1	second	second	ADV
fbem-18180	38	2	,	,	PUNCT
fbem-18180	38	3	considering	consider	VERB
fbem-18180	38	4	enterprise	enterprise	NOUN
fbem-18180	38	5	financing	financing	NOUN
fbem-18180	38	6	benefits	benefit	NOUN
fbem-18180	38	7	,	,	PUNCT
fbem-18180	38	8	digital	digital	ADJ
fbem-18180	38	9	finance	finance	NOUN
fbem-18180	38	10	can	can	AUX
fbem-18180	38	11	lower	lower	VERB
fbem-18180	38	12	financing	financing	NOUN
fbem-18180	38	13	costs	cost	NOUN
fbem-18180	38	14	and	and	CCONJ
fbem-18180	38	15	alleviate	alleviate	VERB
fbem-18180	38	16	financing	financing	NOUN
fbem-18180	38	17	constraints	constraint	NOUN
fbem-18180	38	18	(	(	PUNCT
fbem-18180	38	19	huang	huang	PROPN
fbem-18180	38	20	rui	rui	PROPN
fbem-18180	38	21	et	et	PROPN
fbem-18180	38	22	al	al	PROPN
fbem-18180	38	23	.	.	PROPN
fbem-18180	38	24	,	,	PUNCT
fbem-18180	38	25	2021	2021	NUM
fbem-18180	38	26	)	)	PUNCT
fbem-18180	38	27	.	.	PUNCT
fbem-18180	39	1	compared	compare	VERB
fbem-18180	39	2	to	to	ADP
fbem-18180	39	3	traditional	traditional	ADJ
fbem-18180	39	4	financing	financing	NOUN
fbem-18180	39	5	methods	method	NOUN
fbem-18180	39	6	,	,	PUNCT
fbem-18180	39	7	digital	digital	ADJ
fbem-18180	39	8	finance	finance	NOUN
fbem-18180	39	9	offers	offer	VERB
fbem-18180	39	10	more	more	ADV
fbem-18180	39	11	convenient	convenient	ADJ
fbem-18180	39	12	and	and	CCONJ
fbem-18180	39	13	cost	cost	NOUN
fbem-18180	39	14	-	-	PUNCT
fbem-18180	39	15	effective	effective	ADJ
fbem-18180	39	16	financing	financing	NOUN
fbem-18180	39	17	channels	channel	NOUN
fbem-18180	39	18	,	,	PUNCT
fbem-18180	39	19	effectively	effectively	ADV
fbem-18180	39	20	improving	improve	VERB
fbem-18180	39	21	enterprise	enterprise	NOUN
fbem-18180	39	22	financing	financing	NOUN
fbem-18180	39	23	accessibility	accessibility	NOUN
fbem-18180	39	24	.	.	PUNCT
fbem-18180	40	1	with	with	ADP
fbem-18180	40	2	the	the	DET
fbem-18180	40	3	development	development	NOUN
fbem-18180	40	4	of	of	ADP
fbem-18180	40	5	digital	digital	ADJ
fbem-18180	40	6	finance	finance	NOUN
fbem-18180	40	7	,	,	PUNCT
fbem-18180	40	8	enterprises	enterprise	NOUN
fbem-18180	40	9	have	have	VERB
fbem-18180	40	10	more	more	ADJ
fbem-18180	40	11	financing	financing	NOUN
fbem-18180	40	12	options	option	NOUN
fbem-18180	40	13	,	,	PUNCT
fbem-18180	40	14	enhancing	enhance	VERB
fbem-18180	40	15	their	their	PRON
fbem-18180	40	16	financing	financing	NOUN
fbem-18180	40	17	availability	availability	NOUN
fbem-18180	40	18	.	.	PUNCT
fbem-18180	41	1	simultaneously	simultaneously	ADV
fbem-18180	41	2	,	,	PUNCT
fbem-18180	41	3	for	for	ADP
fbem-18180	41	4	financial	financial	ADJ
fbem-18180	41	5	institutions	institution	NOUN
fbem-18180	41	6	,	,	PUNCT
fbem-18180	41	7	the	the	DET
fbem-18180	41	8	application	application	NOUN
fbem-18180	41	9	of	of	ADP
fbem-18180	41	10	digital	digital	ADJ
fbem-18180	41	11	technology	technology	NOUN
fbem-18180	41	12	can	can	AUX
fbem-18180	41	13	effectively	effectively	ADV
fbem-18180	41	14	extend	extend	VERB
fbem-18180	41	15	the	the	DET
fbem-18180	41	16	scope	scope	NOUN
fbem-18180	41	17	of	of	ADP
fbem-18180	41	18	financial	financial	ADJ
fbem-18180	41	19	services	service	NOUN
fbem-18180	41	20	while	while	SCONJ
fbem-18180	41	21	maintaining	maintain	VERB
fbem-18180	41	22	a	a	DET
fbem-18180	41	23	balance	balance	NOUN
fbem-18180	41	24	between	between	ADP
fbem-18180	41	25	financial	financial	ADJ
fbem-18180	41	26	stability	stability	NOUN
fbem-18180	41	27	and	and	CCONJ
fbem-18180	41	28	innovation	innovation	NOUN
fbem-18180	41	29	.	.	PUNCT
fbem-18180	42	1	this	this	DET
fbem-18180	42	2	approach	approach	NOUN
fbem-18180	42	3	has	have	VERB
fbem-18180	42	4	stronger	strong	ADJ
fbem-18180	42	5	inclusivity	inclusivity	NOUN
fbem-18180	42	6	,	,	PUNCT
fbem-18180	42	7	better	well	ADV
fbem-18180	42	8	serving	serve	VERB
fbem-18180	42	9	different	different	ADJ
fbem-18180	42	10	enterprises	enterprise	NOUN
fbem-18180	42	11	with	with	ADP
fbem-18180	42	12	financing	financing	NOUN
fbem-18180	42	13	services	service	NOUN
fbem-18180	42	14	.	.	PUNCT
fbem-18180	43	1	in	in	ADP
fbem-18180	43	2	a	a	DET
fbem-18180	43	3	digital	digital	ADJ
fbem-18180	43	4	context	context	NOUN
fbem-18180	43	5	,	,	PUNCT
fbem-18180	43	6	interest	interest	NOUN
fbem-18180	43	7	rates	rate	NOUN
fbem-18180	43	8	tend	tend	VERB
fbem-18180	43	9	toward	toward	ADP
fbem-18180	43	10	marketization	marketization	NOUN
fbem-18180	43	11	,	,	PUNCT
fbem-18180	43	12	enabling	enable	VERB
fbem-18180	43	13	enterprises	enterprise	NOUN
fbem-18180	43	14	to	to	PART
fbem-18180	43	15	more	more	ADV
fbem-18180	43	16	accurately	accurately	ADV
fbem-18180	43	17	choose	choose	VERB
fbem-18180	43	18	financing	financing	NOUN
fbem-18180	43	19	methods	method	NOUN
fbem-18180	43	20	.	.	PUNCT
fbem-18180	44	1	third	third	ADJ
fbem-18180	44	2	,	,	PUNCT
fbem-18180	44	3	from	from	ADP
fbem-18180	44	4	the	the	DET
fbem-18180	44	5	perspective	perspective	NOUN
fbem-18180	44	6	of	of	ADP
fbem-18180	44	7	enterprise	enterprise	NOUN
fbem-18180	44	8	investment	investment	NOUN
fbem-18180	44	9	returns	return	NOUN
fbem-18180	44	10	,	,	PUNCT
fbem-18180	44	11	against	against	ADP
fbem-18180	44	12	the	the	DET
fbem-18180	44	13	backdrop	backdrop	NOUN
fbem-18180	44	14	of	of	ADP
fbem-18180	44	15	digital	digital	ADJ
fbem-18180	44	16	finance	finance	NOUN
fbem-18180	44	17	development	development	NOUN
fbem-18180	44	18	,	,	PUNCT
fbem-18180	44	19	enterprises	enterprise	NOUN
fbem-18180	44	20	can	can	AUX
fbem-18180	44	21	better	well	ADV
fbem-18180	44	22	manage	manage	VERB
fbem-18180	44	23	their	their	PRON
fbem-18180	44	24	monetary	monetary	ADJ
fbem-18180	44	25	funds	fund	NOUN
fbem-18180	44	26	,	,	PUNCT
fbem-18180	44	27	have	have	VERB
fbem-18180	44	28	access	access	NOUN
fbem-18180	44	29	to	to	ADP
fbem-18180	44	30	more	more	ADJ
fbem-18180	44	31	investment	investment	NOUN
fbem-18180	44	32	channels	channel	NOUN
fbem-18180	44	33	,	,	PUNCT
fbem-18180	44	34	and	and	CCONJ
fbem-18180	44	35	adopt	adopt	VERB
fbem-18180	44	36	flexible	flexible	ADJ
fbem-18180	44	37	investment	investment	NOUN
fbem-18180	44	38	strategies	strategy	NOUN
fbem-18180	44	39	to	to	PART
fbem-18180	44	40	enhance	enhance	VERB
fbem-18180	44	41	their	their	PRON
fbem-18180	44	42	fund	fund	NOUN
fbem-18180	44	43	management	management	NOUN
fbem-18180	44	44	level	level	NOUN
fbem-18180	44	45	.	.	PUNCT
fbem-18180	45	1	secondly	secondly	ADV
fbem-18180	45	2	,	,	PUNCT
fbem-18180	45	3	digital	digital	ADJ
fbem-18180	45	4	finance	finance	NOUN
fbem-18180	45	5	can	can	AUX
fbem-18180	45	6	raise	raise	VERB
fbem-18180	45	7	the	the	DET
fbem-18180	45	8	level	level	NOUN
fbem-18180	45	9	of	of	ADP
fbem-18180	45	10	financial	financial	ADJ
fbem-18180	45	11	marketization	marketization	NOUN
fbem-18180	45	12	,	,	PUNCT
fbem-18180	45	13	leading	lead	VERB
fbem-18180	45	14	to	to	ADP
fbem-18180	45	15	reduced	reduce	VERB
fbem-18180	45	16	information	information	NOUN
fbem-18180	45	17	costs	cost	NOUN
fbem-18180	45	18	and	and	CCONJ
fbem-18180	45	19	information	information	NOUN
fbem-18180	45	20	asymmetry	asymmetry	NOUN
fbem-18180	45	21	for	for	ADP
fbem-18180	45	22	enterprises	enterprise	NOUN
fbem-18180	45	23	.	.	PUNCT
fbem-18180	46	1	this	this	PRON
fbem-18180	46	2	enables	enable	VERB
fbem-18180	46	3	them	they	PRON
fbem-18180	46	4	to	to	PART
fbem-18180	46	5	make	make	VERB
fbem-18180	46	6	better	well	ADJ
fbem-18180	46	7	investment	investment	NOUN
fbem-18180	46	8	decisions	decision	NOUN
fbem-18180	46	9	and	and	CCONJ
fbem-18180	46	10	thereby	thereby	ADV
fbem-18180	46	11	increase	increase	VERB
fbem-18180	46	12	their	their	PRON
fbem-18180	46	13	investment	investment	NOUN
fbem-18180	46	14	returns	return	NOUN
fbem-18180	46	15	.	.	PUNCT
fbem-18180	47	1	3.2	3.2	NUM
fbem-18180	47	2	.	.	PUNCT
fbem-18180	47	3	impact	impact	NOUN
fbem-18180	47	4	of	of	ADP
fbem-18180	47	5	digital	digital	ADJ
fbem-18180	47	6	finance	finance	NOUN
fbem-18180	47	7	on	on	ADP
fbem-18180	47	8	the	the	DET
fbem-18180	47	9	centripetal	centripetal	ADJ
fbem-18180	47	10	force	force	NOUN
fbem-18180	47	11	of	of	ADP
fbem-18180	47	12	high	high	ADJ
fbem-18180	47	13	-	-	PUNCT
fbem-18180	47	14	quality	quality	NOUN
fbem-18180	47	15	agglomeration	agglomeration	NOUN
fbem-18180	47	16	of	of	ADP
fbem-18180	47	17	the	the	DET
fbem-18180	47	18	manufacturing	manufacturing	NOUN
fbem-18180	47	19	industry	industry	NOUN
fbem-18180	47	20	centripetal	centripetal	ADJ
fbem-18180	47	21	force	force	NOUN
fbem-18180	47	22	refers	refer	VERB
fbem-18180	47	23	to	to	ADP
fbem-18180	47	24	the	the	DET
fbem-18180	47	25	force	force	NOUN
fbem-18180	47	26	that	that	PRON
fbem-18180	47	27	drives	drive	VERB
fbem-18180	47	28	the	the	DET
fbem-18180	47	29	manufacturing	manufacturing	NOUN
fbem-18180	47	30	industry	industry	NOUN
fbem-18180	47	31	to	to	PART
fbem-18180	47	32	concentrate	concentrate	VERB
fbem-18180	47	33	in	in	ADP
fbem-18180	47	34	a	a	DET
fbem-18180	47	35	particular	particular	ADJ
fbem-18180	47	36	region	region	NOUN
fbem-18180	47	37	.	.	PUNCT
fbem-18180	48	1	it	it	PRON
fbem-18180	48	2	is	be	AUX
fbem-18180	48	3	mainly	mainly	ADV
fbem-18180	48	4	composed	compose	VERB
fbem-18180	48	5	of	of	ADP
fbem-18180	48	6	various	various	ADJ
fbem-18180	48	7	factors	factor	NOUN
fbem-18180	48	8	that	that	PRON
fbem-18180	48	9	are	be	AUX
fbem-18180	48	10	conducive	conducive	ADJ
fbem-18180	48	11	to	to	ADP
fbem-18180	48	12	the	the	DET
fbem-18180	48	13	development	development	NOUN
fbem-18180	48	14	of	of	ADP
fbem-18180	48	15	the	the	DET
fbem-18180	48	16	manufacturing	manufacturing	NOUN
fbem-18180	48	17	industry	industry	NOUN
fbem-18180	48	18	,	,	PUNCT
fbem-18180	48	19	such	such	ADJ
fbem-18180	48	20	as	as	ADP
fbem-18180	48	21	lowcost	lowcost	ADJ
fbem-18180	48	22	production	production	NOUN
fbem-18180	48	23	factors	factor	NOUN
fbem-18180	48	24	,	,	PUNCT
fbem-18180	48	25	a	a	DET
fbem-18180	48	26	large	large	ADJ
fbem-18180	48	27	market	market	NOUN
fbem-18180	48	28	size	size	NOUN
fbem-18180	48	29	,	,	PUNCT
fbem-18180	48	30	advanced	advanced	ADJ
fbem-18180	48	31	technology	technology	NOUN
fbem-18180	48	32	and	and	CCONJ
fbem-18180	48	33	knowledge	knowledge	NOUN
fbem-18180	48	34	spillovers	spillover	NOUN
fbem-18180	48	35	,	,	PUNCT
fbem-18180	48	36	as	as	ADV
fbem-18180	48	37	well	well	ADV
fbem-18180	48	38	as	as	ADP
fbem-18180	48	39	a	a	DET
fbem-18180	48	40	sound	sound	ADJ
fbem-18180	48	41	industrial	industrial	ADJ
fbem-18180	48	42	base	base	NOUN
fbem-18180	48	43	and	and	CCONJ
fbem-18180	48	44	supporting	support	VERB
fbem-18180	48	45	facilities	facility	NOUN
fbem-18180	48	46	.	.	PUNCT
fbem-18180	49	1	these	these	DET
fbem-18180	49	2	factors	factor	NOUN
fbem-18180	49	3	work	work	VERB
fbem-18180	49	4	together	together	ADV
fbem-18180	49	5	to	to	PART
fbem-18180	49	6	make	make	VERB
fbem-18180	49	7	a	a	DET
fbem-18180	49	8	particular	particular	ADJ
fbem-18180	49	9	region	region	NOUN
fbem-18180	49	10	attractive	attractive	ADJ
fbem-18180	49	11	to	to	ADP
fbem-18180	49	12	manufacturing	manufacturing	NOUN
fbem-18180	49	13	enterprises	enterprise	NOUN
fbem-18180	49	14	,	,	PUNCT
fbem-18180	49	15	prompting	prompt	VERB
fbem-18180	49	16	them	they	PRON
fbem-18180	49	17	to	to	PART
fbem-18180	49	18	agglomerate	agglomerate	VERB
fbem-18180	49	19	in	in	ADP
fbem-18180	49	20	that	that	DET
fbem-18180	49	21	area	area	NOUN
fbem-18180	49	22	.	.	PUNCT
fbem-18180	50	1	the	the	PRON
fbem-18180	50	2	stronger	strong	ADJ
fbem-18180	50	3	the	the	DET
fbem-18180	50	4	centripetal	centripetal	ADJ
fbem-18180	50	5	force	force	NOUN
fbem-18180	50	6	,	,	PUNCT
fbem-18180	50	7	the	the	PRON
fbem-18180	50	8	greater	great	ADJ
fbem-18180	50	9	the	the	DET
fbem-18180	50	10	attractiveness	attractiveness	NOUN
fbem-18180	50	11	of	of	ADP
fbem-18180	50	12	the	the	DET
fbem-18180	50	13	region	region	NOUN
fbem-18180	50	14	to	to	ADP
fbem-18180	50	15	the	the	DET
fbem-18180	50	16	manufacturing	manufacturing	NOUN
fbem-18180	50	17	industry	industry	NOUN
fbem-18180	50	18	,	,	PUNCT
fbem-18180	50	19	the	the	PRON
fbem-18180	50	20	more	more	ADV
fbem-18180	50	21	able	able	ADJ
fbem-18180	50	22	it	it	PRON
fbem-18180	50	23	is	be	AUX
fbem-18180	50	24	to	to	PART
fbem-18180	50	25	attract	attract	VERB
fbem-18180	50	26	and	and	CCONJ
fbem-18180	50	27	retain	retain	VERB
fbem-18180	50	28	enterprises	enterprise	NOUN
fbem-18180	50	29	,	,	PUNCT
fbem-18180	50	30	and	and	CCONJ
fbem-18180	50	31	thus	thus	ADV
fbem-18180	50	32	promote	promote	VERB
fbem-18180	50	33	industrial	industrial	ADJ
fbem-18180	50	34	agglomeration	agglomeration	NOUN
fbem-18180	50	35	and	and	CCONJ
fbem-18180	50	36	economic	economic	ADJ
fbem-18180	50	37	development	development	NOUN
fbem-18180	50	38	.	.	PUNCT
fbem-18180	51	1	first	first	ADV
fbem-18180	51	2	,	,	PUNCT
fbem-18180	51	3	digital	digital	ADJ
fbem-18180	51	4	finance	finance	NOUN
fbem-18180	51	5	has	have	AUX
fbem-18180	51	6	strengthened	strengthen	VERB
fbem-18180	51	7	the	the	DET
fbem-18180	51	8	purpose	purpose	NOUN
fbem-18180	51	9	of	of	ADP
fbem-18180	51	10	manufacturing	manufacturing	NOUN
fbem-18180	51	11	agglomeration	agglomeration	NOUN
fbem-18180	51	12	.	.	PUNCT
fbem-18180	52	1	according	accord	VERB
fbem-18180	52	2	to	to	ADP
fbem-18180	52	3	the	the	DET
fbem-18180	52	4	previous	previous	ADJ
fbem-18180	52	5	theory	theory	NOUN
fbem-18180	52	6	of	of	ADP
fbem-18180	52	7	industrial	industrial	ADJ
fbem-18180	52	8	agglomeration	agglomeration	NOUN
fbem-18180	52	9	,	,	PUNCT
fbem-18180	52	10	the	the	DET
fbem-18180	52	11	main	main	ADJ
fbem-18180	52	12	purposes	purpose	NOUN
fbem-18180	52	13	of	of	ADP
fbem-18180	52	14	industrial	industrial	ADJ
fbem-18180	52	15	agglomeration	agglomeration	NOUN
fbem-18180	52	16	are	be	AUX
fbem-18180	52	17	to	to	PART
fbem-18180	52	18	reduce	reduce	VERB
fbem-18180	52	19	costs	cost	NOUN
fbem-18180	52	20	,	,	PUNCT
fbem-18180	52	21	improve	improve	VERB
fbem-18180	52	22	industry	industry	NOUN
fbem-18180	52	23	chains	chain	NOUN
fbem-18180	52	24	,	,	PUNCT
fbem-18180	52	25	and	and	CCONJ
fbem-18180	52	26	promote	promote	VERB
fbem-18180	52	27	technology	technology	NOUN
fbem-18180	52	28	spillovers	spillover	NOUN
fbem-18180	52	29	.	.	PUNCT
fbem-18180	53	1	firstly	firstly	ADV
fbem-18180	53	2	,	,	PUNCT
fbem-18180	53	3	digital	digital	ADJ
fbem-18180	53	4	finance	finance	NOUN
fbem-18180	53	5	can	can	AUX
fbem-18180	53	6	effectively	effectively	ADV
fbem-18180	53	7	reduce	reduce	VERB
fbem-18180	53	8	labor	labor	NOUN
fbem-18180	53	9	costs	cost	NOUN
fbem-18180	53	10	,	,	PUNCT
fbem-18180	53	11	thereby	thereby	ADV
fbem-18180	53	12	enhancing	enhance	VERB
fbem-18180	53	13	the	the	DET
fbem-18180	53	14	economies	economy	NOUN
fbem-18180	53	15	of	of	ADP
fbem-18180	53	16	scale	scale	NOUN
fbem-18180	53	17	in	in	ADP
fbem-18180	53	18	the	the	DET
fbem-18180	53	19	labor	labor	NOUN
fbem-18180	53	20	market	market	NOUN
fbem-18180	53	21	.	.	PUNCT
fbem-18180	54	1	through	through	ADP
fbem-18180	54	2	increasing	increase	VERB
fbem-18180	54	3	enterprise	enterprise	NOUN
fbem-18180	54	4	scale	scale	NOUN
fbem-18180	54	5	and	and	CCONJ
fbem-18180	54	6	entrepreneurial	entrepreneurial	ADJ
fbem-18180	54	7	activities	activity	NOUN
fbem-18180	54	8	(	(	PUNCT
fbem-18180	54	9	xie	xie	PROPN
fbem-18180	54	10	xuanli	xuanli	PROPN
fbem-18180	54	11	et	et	PROPN
fbem-18180	54	12	al	al	PROPN
fbem-18180	54	13	.	.	PROPN
fbem-18180	54	14	,	,	PUNCT
fbem-18180	54	15	2018	2018	NUM
fbem-18180	54	16	)	)	PUNCT
fbem-18180	54	17	,	,	PUNCT
fbem-18180	54	18	regions	region	NOUN
fbem-18180	54	19	with	with	ADP
fbem-18180	54	20	active	active	ADJ
fbem-18180	54	21	digital	digital	ADJ
fbem-18180	54	22	finance	finance	NOUN
fbem-18180	54	23	can	can	AUX
fbem-18180	54	24	form	form	VERB
fbem-18180	54	25	stronger	strong	ADJ
fbem-18180	54	26	industrial	industrial	ADJ
fbem-18180	54	27	agglomeration	agglomeration	NOUN
fbem-18180	54	28	clusters	cluster	NOUN
fbem-18180	54	29	,	,	PUNCT
fbem-18180	54	30	attracting	attract	VERB
fbem-18180	54	31	more	more	ADV
fbem-18180	54	32	skilled	skilled	ADJ
fbem-18180	54	33	labor	labor	NOUN
fbem-18180	54	34	and	and	CCONJ
fbem-18180	54	35	significantly	significantly	ADV
fbem-18180	54	36	reducing	reduce	VERB
fbem-18180	54	37	recruitment	recruitment	NOUN
fbem-18180	54	38	and	and	CCONJ
fbem-18180	54	39	training	training	NOUN
fbem-18180	54	40	costs	cost	NOUN
fbem-18180	54	41	for	for	ADP
fbem-18180	54	42	enterprises	enterprise	NOUN
fbem-18180	54	43	.	.	PUNCT
fbem-18180	55	1	secondly	secondly	ADV
fbem-18180	55	2	,	,	PUNCT
fbem-18180	55	3	digital	digital	ADJ
fbem-18180	55	4	finance	finance	NOUN
fbem-18180	55	5	can	can	AUX
fbem-18180	55	6	innovate	innovate	VERB
fbem-18180	55	7	financial	financial	ADJ
fbem-18180	55	8	services	service	NOUN
fbem-18180	55	9	and	and	CCONJ
fbem-18180	55	10	improve	improve	VERB
fbem-18180	55	11	the	the	DET
fbem-18180	55	12	financing	financing	NOUN
fbem-18180	55	13	efficiency	efficiency	NOUN
fbem-18180	55	14	of	of	ADP
fbem-18180	55	15	the	the	DET
fbem-18180	55	16	entire	entire	ADJ
fbem-18180	55	17	industry	industry	NOUN
fbem-18180	55	18	chain	chain	NOUN
fbem-18180	55	19	.	.	PUNCT
fbem-18180	56	1	with	with	ADP
fbem-18180	56	2	its	its	PRON
fbem-18180	56	3	powerful	powerful	ADJ
fbem-18180	56	4	data	datum	NOUN
fbem-18180	56	5	identification	identification	NOUN
fbem-18180	56	6	capabilities	capability	NOUN
fbem-18180	56	7	,	,	PUNCT
fbem-18180	56	8	digital	digital	ADJ
fbem-18180	56	9	finance	finance	NOUN
fbem-18180	56	10	can	can	AUX
fbem-18180	56	11	reduce	reduce	VERB
fbem-18180	56	12	financing	financing	NOUN
fbem-18180	56	13	costs	cost	NOUN
fbem-18180	56	14	for	for	ADP
fbem-18180	56	15	the	the	DET
fbem-18180	56	16	industry	industry	NOUN
fbem-18180	56	17	chain	chain	NOUN
fbem-18180	56	18	while	while	SCONJ
fbem-18180	56	19	effectively	effectively	ADV
fbem-18180	56	20	controlling	control	VERB
fbem-18180	56	21	financing	financing	NOUN
fbem-18180	56	22	risks	risk	NOUN
fbem-18180	56	23	,	,	PUNCT
fbem-18180	56	24	further	far	ADV
fbem-18180	56	25	promoting	promote	VERB
fbem-18180	56	26	the	the	DET
fbem-18180	56	27	agglomeration	agglomeration	NOUN
fbem-18180	56	28	of	of	ADP
fbem-18180	56	29	the	the	DET
fbem-18180	56	30	manufacturing	manufacturing	NOUN
fbem-18180	56	31	industry	industry	NOUN
fbem-18180	56	32	chain	chain	NOUN
fbem-18180	56	33	.	.	PUNCT
fbem-18180	57	1	in	in	ADP
fbem-18180	57	2	addition	addition	NOUN
fbem-18180	57	3	,	,	PUNCT
fbem-18180	57	4	digital	digital	ADJ
fbem-18180	57	5	finance	finance	NOUN
fbem-18180	57	6	can	can	AUX
fbem-18180	57	7	also	also	ADV
fbem-18180	57	8	reduce	reduce	VERB
fbem-18180	57	9	information	information	NOUN
fbem-18180	57	10	asymmetry	asymmetry	NOUN
fbem-18180	57	11	in	in	ADP
fbem-18180	57	12	the	the	DET
fbem-18180	57	13	labor	labor	NOUN
fbem-18180	57	14	market	market	NOUN
fbem-18180	57	15	,	,	PUNCT
fbem-18180	57	16	providing	provide	VERB
fbem-18180	57	17	financial	financial	ADJ
fbem-18180	57	18	security	security	NOUN
fbem-18180	57	19	for	for	ADP
fbem-18180	57	20	the	the	DET
fbem-18180	57	21	unemployed	unemployed	ADJ
fbem-18180	57	22	while	while	SCONJ
fbem-18180	57	23	promoting	promote	VERB
fbem-18180	57	24	the	the	DET
fbem-18180	57	25	dissemination	dissemination	NOUN
fbem-18180	57	26	and	and	CCONJ
fbem-18180	57	27	exchange	exchange	NOUN
fbem-18180	57	28	of	of	ADP
fbem-18180	57	29	skills	skill	NOUN
fbem-18180	57	30	and	and	CCONJ
fbem-18180	57	31	knowledge	knowledge	NOUN
fbem-18180	57	32	within	within	ADP
fbem-18180	57	33	the	the	DET
fbem-18180	57	34	agglomeration	agglomeration	NOUN
fbem-18180	57	35	region	region	NOUN
fbem-18180	57	36	,	,	PUNCT
fbem-18180	57	37	which	which	PRON
fbem-18180	57	38	is	be	AUX
fbem-18180	57	39	conducive	conducive	ADJ
fbem-18180	57	40	to	to	ADP
fbem-18180	57	41	the	the	DET
fbem-18180	57	42	formation	formation	NOUN
fbem-18180	57	43	of	of	ADP
fbem-18180	57	44	enterprise	enterprise	NOUN
fbem-18180	57	45	agglomeration	agglomeration	NOUN
fbem-18180	57	46	.	.	PUNCT
fbem-18180	58	1	second	second	ADJ
fbem-18180	58	2	,	,	PUNCT
fbem-18180	58	3	digital	digital	ADJ
fbem-18180	58	4	finance	finance	NOUN
fbem-18180	58	5	has	have	AUX
fbem-18180	58	6	enhanced	enhance	VERB
fbem-18180	58	7	the	the	DET
fbem-18180	58	8	competitive	competitive	ADJ
fbem-18180	58	9	advantage	advantage	NOUN
fbem-18180	58	10	of	of	ADP
fbem-18180	58	11	manufacturing	manufacturing	NOUN
fbem-18180	58	12	agglomeration	agglomeration	NOUN
fbem-18180	58	13	.	.	PUNCT
fbem-18180	59	1	based	base	VERB
fbem-18180	59	2	on	on	ADP
fbem-18180	59	3	schumpeter	schumpeter	NOUN
fbem-18180	59	4	's	's	PART
fbem-18180	59	5	theory	theory	NOUN
fbem-18180	59	6	of	of	ADP
fbem-18180	59	7	innovative	innovative	ADJ
fbem-18180	59	8	industrial	industrial	ADJ
fbem-18180	59	9	agglomeration	agglomeration	NOUN
fbem-18180	59	10	,	,	PUNCT
fbem-18180	59	11	digital	digital	ADJ
fbem-18180	59	12	finance	finance	NOUN
fbem-18180	59	13	can	can	AUX
fbem-18180	59	14	enhance	enhance	VERB
fbem-18180	59	15	the	the	DET
fbem-18180	59	16	innovative	innovative	ADJ
fbem-18180	59	17	atmosphere	atmosphere	NOUN
fbem-18180	59	18	in	in	ADP
fbem-18180	59	19	manufacturing	manufacturing	NOUN
fbem-18180	59	20	agglomeration	agglomeration	NOUN
fbem-18180	59	21	regions	region	NOUN
fbem-18180	59	22	.	.	PUNCT
fbem-18180	60	1	digital	digital	ADJ
fbem-18180	60	2	finance	finance	NOUN
fbem-18180	60	3	can	can	AUX
fbem-18180	60	4	alleviate	alleviate	VERB
fbem-18180	60	5	financing	financing	NOUN
fbem-18180	60	6	constraints	constraint	NOUN
fbem-18180	60	7	for	for	ADP
fbem-18180	60	8	enterprises	enterprise	NOUN
fbem-18180	60	9	,	,	PUNCT
fbem-18180	60	10	leading	lead	VERB
fbem-18180	60	11	to	to	ADP
fbem-18180	60	12	more	more	ADJ
fbem-18180	60	13	innovation	innovation	NOUN
fbem-18180	60	14	expenditures	expenditure	NOUN
fbem-18180	60	15	and	and	CCONJ
fbem-18180	60	16	significantly	significantly	ADV
fbem-18180	60	17	promoting	promote	VERB
fbem-18180	60	18	microlevel	microlevel	ADJ
fbem-18180	60	19	innovation	innovation	NOUN
fbem-18180	60	20	activities	activity	NOUN
fbem-18180	60	21	(	(	PUNCT
fbem-18180	60	22	tang	tang	NOUN
fbem-18180	60	23	song	song	NOUN
fbem-18180	60	24	et	et	PROPN
fbem-18180	60	25	al	al	PROPN
fbem-18180	60	26	.	.	PROPN
fbem-18180	60	27	,	,	PUNCT
fbem-18180	60	28	2020	2020	NUM
fbem-18180	60	29	)	)	PUNCT
fbem-18180	60	30	.	.	PUNCT
fbem-18180	61	1	agglomeration	agglomeration	NOUN
fbem-18180	61	2	regions	region	NOUN
fbem-18180	61	3	are	be	AUX
fbem-18180	61	4	home	home	NOUN
fbem-18180	61	5	to	to	ADP
fbem-18180	61	6	many	many	ADJ
fbem-18180	61	7	enterprises	enterprise	NOUN
fbem-18180	61	8	,	,	PUNCT
fbem-18180	61	9	and	and	CCONJ
fbem-18180	61	10	188	188	NUM
fbem-18180	61	11	regardless	regardless	ADV
fbem-18180	61	12	of	of	ADP
fbem-18180	61	13	whether	whether	SCONJ
fbem-18180	61	14	the	the	DET
fbem-18180	61	15	first	first	ADJ
fbem-18180	61	16	innovation	innovation	NOUN
fbem-18180	61	17	is	be	AUX
fbem-18180	61	18	successful	successful	ADJ
fbem-18180	61	19	,	,	PUNCT
fbem-18180	61	20	they	they	PRON
fbem-18180	61	21	provide	provide	VERB
fbem-18180	61	22	direction	direction	NOUN
fbem-18180	61	23	or	or	CCONJ
fbem-18180	61	24	lessons	lesson	NOUN
fbem-18180	61	25	learned	learn	VERB
fbem-18180	61	26	for	for	ADP
fbem-18180	61	27	other	other	ADJ
fbem-18180	61	28	enterprises	enterprise	NOUN
fbem-18180	61	29	,	,	PUNCT
fbem-18180	61	30	creating	create	VERB
fbem-18180	61	31	opportunities	opportunity	NOUN
fbem-18180	61	32	for	for	SCONJ
fbem-18180	61	33	followers	follower	NOUN
fbem-18180	61	34	to	to	PART
fbem-18180	61	35	innovate	innovate	VERB
fbem-18180	61	36	.	.	PUNCT
fbem-18180	62	1	this	this	PRON
fbem-18180	62	2	enhances	enhance	VERB
fbem-18180	62	3	the	the	DET
fbem-18180	62	4	innovative	innovative	ADJ
fbem-18180	62	5	atmosphere	atmosphere	NOUN
fbem-18180	62	6	in	in	ADP
fbem-18180	62	7	the	the	DET
fbem-18180	62	8	agglomeration	agglomeration	NOUN
fbem-18180	62	9	region	region	NOUN
fbem-18180	62	10	,	,	PUNCT
fbem-18180	62	11	complementing	complement	VERB
fbem-18180	62	12	industrial	industrial	ADJ
fbem-18180	62	13	agglomeration	agglomeration	NOUN
fbem-18180	62	14	and	and	CCONJ
fbem-18180	62	15	forming	form	VERB
fbem-18180	62	16	a	a	DET
fbem-18180	62	17	virtuous	virtuous	ADJ
fbem-18180	62	18	cycle	cycle	NOUN
fbem-18180	62	19	.	.	PUNCT
fbem-18180	63	1	secondly	secondly	ADV
fbem-18180	63	2	,	,	PUNCT
fbem-18180	63	3	under	under	ADP
fbem-18180	63	4	the	the	DET
fbem-18180	63	5	influence	influence	NOUN
fbem-18180	63	6	of	of	ADP
fbem-18180	63	7	digital	digital	ADJ
fbem-18180	63	8	finance	finance	NOUN
fbem-18180	63	9	,	,	PUNCT
fbem-18180	63	10	labor	labor	NOUN
fbem-18180	63	11	agglomeration	agglomeration	NOUN
fbem-18180	63	12	is	be	AUX
fbem-18180	63	13	also	also	ADV
fbem-18180	63	14	more	more	ADV
fbem-18180	63	15	likely	likely	ADJ
fbem-18180	63	16	to	to	PART
fbem-18180	63	17	generate	generate	VERB
fbem-18180	63	18	knowledge	knowledge	NOUN
fbem-18180	63	19	and	and	CCONJ
fbem-18180	63	20	technology	technology	NOUN
fbem-18180	63	21	spillovers	spillover	NOUN
fbem-18180	63	22	,	,	PUNCT
fbem-18180	63	23	promote	promote	VERB
fbem-18180	63	24	technology	technology	NOUN
fbem-18180	63	25	transfer	transfer	NOUN
fbem-18180	63	26	,	,	PUNCT
fbem-18180	63	27	drive	drive	VERB
fbem-18180	63	28	follow	follow	NOUN
fbem-18180	63	29	-	-	PUNCT
fbem-18180	63	30	up	up	ADP
fbem-18180	63	31	innovation	innovation	NOUN
fbem-18180	63	32	activities	activity	NOUN
fbem-18180	63	33	in	in	ADP
fbem-18180	63	34	industrial	industrial	ADJ
fbem-18180	63	35	agglomeration	agglomeration	NOUN
fbem-18180	63	36	regions	region	NOUN
fbem-18180	63	37	,	,	PUNCT
fbem-18180	63	38	and	and	CCONJ
fbem-18180	63	39	form	form	VERB
fbem-18180	63	40	a	a	DET
fbem-18180	63	41	manufacturing	manufacturing	NOUN
fbem-18180	63	42	agglomeration	agglomeration	NOUN
fbem-18180	63	43	phenomenon	phenomenon	NOUN
fbem-18180	63	44	.	.	PUNCT
fbem-18180	64	1	thirdly	thirdly	ADV
fbem-18180	64	2	,	,	PUNCT
fbem-18180	64	3	digital	digital	ADJ
fbem-18180	64	4	finance	finance	NOUN
fbem-18180	64	5	has	have	AUX
fbem-18180	64	6	improved	improve	VERB
fbem-18180	64	7	the	the	DET
fbem-18180	64	8	development	development	NOUN
fbem-18180	64	9	environment	environment	NOUN
fbem-18180	64	10	for	for	ADP
fbem-18180	64	11	manufacturing	manufacturing	NOUN
fbem-18180	64	12	agglomeration	agglomeration	NOUN
fbem-18180	64	13	.	.	PUNCT
fbem-18180	65	1	based	base	VERB
fbem-18180	65	2	on	on	ADP
fbem-18180	65	3	porter	porter	NOUN
fbem-18180	65	4	's	's	PART
fbem-18180	65	5	theory	theory	NOUN
fbem-18180	65	6	of	of	ADP
fbem-18180	65	7	competitive	competitive	ADJ
fbem-18180	65	8	advantage	advantage	NOUN
fbem-18180	65	9	,	,	PUNCT
fbem-18180	65	10	a	a	DET
fbem-18180	65	11	developed	develop	VERB
fbem-18180	65	12	digital	digital	ADJ
fbem-18180	65	13	financial	financial	ADJ
fbem-18180	65	14	system	system	NOUN
fbem-18180	65	15	contributes	contribute	VERB
fbem-18180	65	16	to	to	ADP
fbem-18180	65	17	fostering	foster	VERB
fbem-18180	65	18	a	a	DET
fbem-18180	65	19	positive	positive	ADJ
fbem-18180	65	20	and	and	CCONJ
fbem-18180	65	21	stable	stable	ADJ
fbem-18180	65	22	development	development	NOUN
fbem-18180	65	23	environment	environment	NOUN
fbem-18180	65	24	.	.	PUNCT
fbem-18180	66	1	firstly	firstly	ADV
fbem-18180	66	2	,	,	PUNCT
fbem-18180	66	3	it	it	PRON
fbem-18180	66	4	creates	create	VERB
fbem-18180	66	5	a	a	DET
fbem-18180	66	6	favorable	favorable	ADJ
fbem-18180	66	7	financial	financial	ADJ
fbem-18180	66	8	environment	environment	NOUN
fbem-18180	66	9	,	,	PUNCT
fbem-18180	66	10	as	as	SCONJ
fbem-18180	66	11	digital	digital	ADJ
fbem-18180	66	12	finance	finance	NOUN
fbem-18180	66	13	leverages	leverage	VERB
fbem-18180	66	14	advanced	advanced	ADJ
fbem-18180	66	15	technological	technological	ADJ
fbem-18180	66	16	means	mean	NOUN
fbem-18180	66	17	such	such	ADJ
fbem-18180	66	18	as	as	ADP
fbem-18180	66	19	big	big	ADJ
fbem-18180	66	20	data	datum	NOUN
fbem-18180	66	21	analysis	analysis	NOUN
fbem-18180	66	22	and	and	CCONJ
fbem-18180	66	23	cloud	cloud	NOUN
fbem-18180	66	24	computing	computing	NOUN
fbem-18180	66	25	to	to	AUX
fbem-18180	66	26	not	not	PART
fbem-18180	66	27	only	only	ADV
fbem-18180	66	28	facilitate	facilitate	VERB
fbem-18180	66	29	easier	easy	ADJ
fbem-18180	66	30	access	access	NOUN
fbem-18180	66	31	to	to	ADP
fbem-18180	66	32	financial	financial	ADJ
fbem-18180	66	33	support	support	NOUN
fbem-18180	66	34	and	and	CCONJ
fbem-18180	66	35	daily	daily	ADJ
fbem-18180	66	36	financial	financial	ADJ
fbem-18180	66	37	transactions	transaction	NOUN
fbem-18180	66	38	for	for	ADP
fbem-18180	66	39	enterprises	enterprise	NOUN
fbem-18180	66	40	in	in	ADP
fbem-18180	66	41	the	the	DET
fbem-18180	66	42	agglomeration	agglomeration	NOUN
fbem-18180	66	43	area	area	NOUN
fbem-18180	66	44	but	but	CCONJ
fbem-18180	66	45	also	also	ADV
fbem-18180	66	46	enable	enable	VERB
fbem-18180	66	47	financial	financial	ADJ
fbem-18180	66	48	institutions	institution	NOUN
fbem-18180	66	49	to	to	PART
fbem-18180	66	50	more	more	ADV
fbem-18180	66	51	accurately	accurately	ADV
fbem-18180	66	52	assess	assess	VERB
fbem-18180	66	53	the	the	DET
fbem-18180	66	54	credit	credit	NOUN
fbem-18180	66	55	status	status	NOUN
fbem-18180	66	56	and	and	CCONJ
fbem-18180	66	57	risk	risk	NOUN
fbem-18180	66	58	level	level	NOUN
fbem-18180	66	59	of	of	ADP
fbem-18180	66	60	enterprises	enterprise	NOUN
fbem-18180	66	61	.	.	PUNCT
fbem-18180	67	1	this	this	PRON
fbem-18180	67	2	helps	help	VERB
fbem-18180	67	3	financial	financial	ADJ
fbem-18180	67	4	institutions	institution	NOUN
fbem-18180	67	5	formulate	formulate	VERB
fbem-18180	67	6	more	more	ADJ
fbem-18180	67	7	scientific	scientific	ADJ
fbem-18180	67	8	risk	risk	NOUN
fbem-18180	67	9	management	management	NOUN
fbem-18180	67	10	strategies	strategy	NOUN
fbem-18180	67	11	,	,	PUNCT
fbem-18180	67	12	reduce	reduce	VERB
fbem-18180	67	13	the	the	DET
fbem-18180	67	14	nonperforming	nonperforme	VERB
fbem-18180	67	15	loan	loan	NOUN
fbem-18180	67	16	ratio	ratio	NOUN
fbem-18180	67	17	,	,	PUNCT
fbem-18180	67	18	and	and	CCONJ
fbem-18180	67	19	improve	improve	VERB
fbem-18180	67	20	the	the	DET
fbem-18180	67	21	stability	stability	NOUN
fbem-18180	67	22	of	of	ADP
fbem-18180	67	23	the	the	DET
fbem-18180	67	24	financial	financial	ADJ
fbem-18180	67	25	system	system	NOUN
fbem-18180	67	26	.	.	PUNCT
fbem-18180	68	1	secondly	secondly	ADV
fbem-18180	68	2	,	,	PUNCT
fbem-18180	68	3	it	it	PRON
fbem-18180	68	4	promotes	promote	VERB
fbem-18180	68	5	cross	cross	ADJ
fbem-18180	68	6	-	-	ADJ
fbem-18180	68	7	border	border	ADJ
fbem-18180	68	8	cooperation	cooperation	NOUN
fbem-18180	68	9	and	and	CCONJ
fbem-18180	68	10	innovation	innovation	NOUN
fbem-18180	68	11	in	in	ADP
fbem-18180	68	12	the	the	DET
fbem-18180	68	13	business	business	NOUN
fbem-18180	68	14	environment	environment	NOUN
fbem-18180	68	15	.	.	PUNCT
fbem-18180	69	1	the	the	DET
fbem-18180	69	2	development	development	NOUN
fbem-18180	69	3	of	of	ADP
fbem-18180	69	4	digital	digital	ADJ
fbem-18180	69	5	finance	finance	NOUN
fbem-18180	69	6	has	have	AUX
fbem-18180	69	7	facilitated	facilitate	VERB
fbem-18180	69	8	cross	cross	ADJ
fbem-18180	69	9	-	-	ADJ
fbem-18180	69	10	border	border	ADJ
fbem-18180	69	11	cooperation	cooperation	NOUN
fbem-18180	69	12	between	between	ADP
fbem-18180	69	13	finance	finance	NOUN
fbem-18180	69	14	,	,	PUNCT
fbem-18180	69	15	technology	technology	NOUN
fbem-18180	69	16	,	,	PUNCT
fbem-18180	69	17	industry	industry	NOUN
fbem-18180	69	18	,	,	PUNCT
fbem-18180	69	19	and	and	CCONJ
fbem-18180	69	20	other	other	ADJ
fbem-18180	69	21	fields	field	NOUN
fbem-18180	69	22	.	.	PUNCT
fbem-18180	70	1	this	this	DET
fbem-18180	70	2	cooperation	cooperation	NOUN
fbem-18180	70	3	model	model	NOUN
fbem-18180	70	4	generates	generate	VERB
fbem-18180	70	5	more	more	ADJ
fbem-18180	70	6	innovation	innovation	NOUN
fbem-18180	70	7	opportunities	opportunity	NOUN
fbem-18180	70	8	,	,	PUNCT
fbem-18180	70	9	drives	drive	VERB
fbem-18180	70	10	deeper	deep	ADJ
fbem-18180	70	11	integration	integration	NOUN
fbem-18180	70	12	between	between	ADP
fbem-18180	70	13	the	the	DET
fbem-18180	70	14	financial	financial	ADJ
fbem-18180	70	15	industry	industry	NOUN
fbem-18180	70	16	and	and	CCONJ
fbem-18180	70	17	other	other	ADJ
fbem-18180	70	18	industries	industry	NOUN
fbem-18180	70	19	,	,	PUNCT
fbem-18180	70	20	and	and	CCONJ
fbem-18180	70	21	provides	provide	VERB
fbem-18180	70	22	enterprises	enterprise	NOUN
fbem-18180	70	23	with	with	ADP
fbem-18180	70	24	more	more	ADV
fbem-18180	70	25	diversified	diversified	ADJ
fbem-18180	70	26	services	service	NOUN
fbem-18180	70	27	and	and	CCONJ
fbem-18180	70	28	support	support	NOUN
fbem-18180	70	29	.	.	PUNCT
fbem-18180	71	1	thirdly	thirdly	ADV
fbem-18180	71	2	,	,	PUNCT
fbem-18180	71	3	it	it	PRON
fbem-18180	71	4	creates	create	VERB
fbem-18180	71	5	an	an	DET
fbem-18180	71	6	efficient	efficient	ADJ
fbem-18180	71	7	government	government	NOUN
fbem-18180	71	8	regulatory	regulatory	ADJ
fbem-18180	71	9	environment	environment	NOUN
fbem-18180	71	10	.	.	PUNCT
fbem-18180	72	1	the	the	DET
fbem-18180	72	2	development	development	NOUN
fbem-18180	72	3	of	of	ADP
fbem-18180	72	4	digital	digital	ADJ
fbem-18180	72	5	finance	finance	NOUN
fbem-18180	72	6	has	have	AUX
fbem-18180	72	7	also	also	ADV
fbem-18180	72	8	provided	provide	VERB
fbem-18180	72	9	government	government	NOUN
fbem-18180	72	10	regulatory	regulatory	ADJ
fbem-18180	72	11	agencies	agency	NOUN
fbem-18180	72	12	with	with	ADP
fbem-18180	72	13	more	more	ADV
fbem-18180	72	14	effective	effective	ADJ
fbem-18180	72	15	regulatory	regulatory	ADJ
fbem-18180	72	16	tools	tool	NOUN
fbem-18180	72	17	and	and	CCONJ
fbem-18180	72	18	methods	method	NOUN
fbem-18180	72	19	.	.	PUNCT
fbem-18180	73	1	regulatory	regulatory	ADJ
fbem-18180	73	2	agencies	agency	NOUN
fbem-18180	73	3	can	can	AUX
fbem-18180	73	4	utilize	utilize	VERB
fbem-18180	73	5	digital	digital	ADJ
fbem-18180	73	6	technology	technology	NOUN
fbem-18180	73	7	to	to	PART
fbem-18180	73	8	conduct	conduct	VERB
fbem-18180	73	9	real	real	ADJ
fbem-18180	73	10	-	-	PUNCT
fbem-18180	73	11	time	time	NOUN
fbem-18180	73	12	monitoring	monitoring	NOUN
fbem-18180	73	13	and	and	CCONJ
fbem-18180	73	14	risk	risk	NOUN
fbem-18180	73	15	warnings	warning	NOUN
fbem-18180	73	16	of	of	ADP
fbem-18180	73	17	financial	financial	ADJ
fbem-18180	73	18	markets	market	NOUN
fbem-18180	73	19	,	,	PUNCT
fbem-18180	73	20	improving	improve	VERB
fbem-18180	73	21	regulatory	regulatory	ADJ
fbem-18180	73	22	efficiency	efficiency	NOUN
fbem-18180	73	23	and	and	CCONJ
fbem-18180	73	24	ensuring	ensure	VERB
fbem-18180	73	25	the	the	DET
fbem-18180	73	26	healthy	healthy	ADJ
fbem-18180	73	27	operation	operation	NOUN
fbem-18180	73	28	of	of	ADP
fbem-18180	73	29	financial	financial	ADJ
fbem-18180	73	30	markets	market	NOUN
fbem-18180	73	31	.	.	PUNCT
fbem-18180	74	1	3.3	3.3	NUM
fbem-18180	74	2	.	.	PUNCT
fbem-18180	74	3	impact	impact	NOUN
fbem-18180	74	4	of	of	ADP
fbem-18180	74	5	digital	digital	ADJ
fbem-18180	74	6	finance	finance	NOUN
fbem-18180	74	7	on	on	ADP
fbem-18180	74	8	the	the	DET
fbem-18180	74	9	centrifugal	centrifugal	ADJ
fbem-18180	74	10	force	force	NOUN
fbem-18180	74	11	of	of	ADP
fbem-18180	74	12	high	high	ADJ
fbem-18180	74	13	-	-	PUNCT
fbem-18180	74	14	quality	quality	NOUN
fbem-18180	74	15	agglomeration	agglomeration	NOUN
fbem-18180	74	16	of	of	ADP
fbem-18180	74	17	manufacturing	manufacture	VERB
fbem-18180	74	18	industry	industry	NOUN
fbem-18180	74	19	centrifugal	centrifugal	ADJ
fbem-18180	74	20	force	force	NOUN
fbem-18180	74	21	can	can	AUX
fbem-18180	74	22	be	be	AUX
fbem-18180	74	23	understood	understand	VERB
fbem-18180	74	24	as	as	ADP
fbem-18180	74	25	a	a	DET
fbem-18180	74	26	force	force	NOUN
fbem-18180	74	27	that	that	PRON
fbem-18180	74	28	disperses	disperse	VERB
fbem-18180	74	29	industries	industry	NOUN
fbem-18180	74	30	or	or	CCONJ
fbem-18180	74	31	economic	economic	ADJ
fbem-18180	74	32	activities	activity	NOUN
fbem-18180	74	33	from	from	ADP
fbem-18180	74	34	agglomerated	agglomerate	VERB
fbem-18180	74	35	areas	area	NOUN
fbem-18180	74	36	.	.	PUNCT
fbem-18180	75	1	it	it	PRON
fbem-18180	75	2	is	be	AUX
fbem-18180	75	3	mainly	mainly	ADV
fbem-18180	75	4	composed	compose	VERB
fbem-18180	75	5	of	of	ADP
fbem-18180	75	6	factors	factor	NOUN
fbem-18180	75	7	that	that	PRON
fbem-18180	75	8	are	be	AUX
fbem-18180	75	9	unfavorable	unfavorable	ADJ
fbem-18180	75	10	to	to	ADP
fbem-18180	75	11	the	the	DET
fbem-18180	75	12	development	development	NOUN
fbem-18180	75	13	of	of	ADP
fbem-18180	75	14	the	the	DET
fbem-18180	75	15	manufacturing	manufacturing	NOUN
fbem-18180	75	16	industry	industry	NOUN
fbem-18180	75	17	,	,	PUNCT
fbem-18180	75	18	such	such	ADJ
fbem-18180	75	19	as	as	ADP
fbem-18180	75	20	environmental	environmental	ADJ
fbem-18180	75	21	pollution	pollution	NOUN
fbem-18180	75	22	,	,	PUNCT
fbem-18180	75	23	resource	resource	NOUN
fbem-18180	75	24	consumption	consumption	NOUN
fbem-18180	75	25	,	,	PUNCT
fbem-18180	75	26	and	and	CCONJ
fbem-18180	75	27	decreasing	decrease	VERB
fbem-18180	75	28	market	market	NOUN
fbem-18180	75	29	demand	demand	NOUN
fbem-18180	75	30	.	.	PUNCT
fbem-18180	76	1	these	these	DET
fbem-18180	76	2	factors	factor	NOUN
fbem-18180	76	3	work	work	VERB
fbem-18180	76	4	together	together	ADV
fbem-18180	76	5	to	to	PART
fbem-18180	76	6	create	create	VERB
fbem-18180	76	7	a	a	DET
fbem-18180	76	8	repulsive	repulsive	ADJ
fbem-18180	76	9	force	force	NOUN
fbem-18180	76	10	on	on	ADP
fbem-18180	76	11	manufacturing	manufacturing	NOUN
fbem-18180	76	12	enterprises	enterprise	NOUN
fbem-18180	76	13	in	in	ADP
fbem-18180	76	14	a	a	DET
fbem-18180	76	15	certain	certain	ADJ
fbem-18180	76	16	region	region	NOUN
fbem-18180	76	17	,	,	PUNCT
fbem-18180	76	18	prompting	prompt	VERB
fbem-18180	76	19	them	they	PRON
fbem-18180	76	20	to	to	PART
fbem-18180	76	21	leave	leave	VERB
fbem-18180	76	22	the	the	DET
fbem-18180	76	23	area	area	NOUN
fbem-18180	76	24	.	.	PUNCT
fbem-18180	77	1	the	the	PRON
fbem-18180	77	2	stronger	strong	ADJ
fbem-18180	77	3	the	the	DET
fbem-18180	77	4	centrifugal	centrifugal	ADJ
fbem-18180	77	5	force	force	NOUN
fbem-18180	77	6	,	,	PUNCT
fbem-18180	77	7	the	the	PRON
fbem-18180	77	8	greater	great	ADJ
fbem-18180	77	9	the	the	DET
fbem-18180	77	10	repulsive	repulsive	ADJ
fbem-18180	77	11	force	force	NOUN
fbem-18180	77	12	on	on	ADP
fbem-18180	77	13	manufacturing	manufacturing	NOUN
fbem-18180	77	14	industries	industry	NOUN
fbem-18180	77	15	in	in	ADP
fbem-18180	77	16	that	that	DET
fbem-18180	77	17	region	region	NOUN
fbem-18180	77	18	,	,	PUNCT
fbem-18180	77	19	making	make	VERB
fbem-18180	77	20	it	it	PRON
fbem-18180	77	21	more	more	ADV
fbem-18180	77	22	difficult	difficult	ADJ
fbem-18180	77	23	to	to	PART
fbem-18180	77	24	retain	retain	VERB
fbem-18180	77	25	enterprises	enterprise	NOUN
fbem-18180	77	26	.	.	PUNCT
fbem-18180	78	1	this	this	PRON
fbem-18180	78	2	,	,	PUNCT
fbem-18180	78	3	in	in	ADP
fbem-18180	78	4	turn	turn	NOUN
fbem-18180	78	5	,	,	PUNCT
fbem-18180	78	6	leads	lead	VERB
fbem-18180	78	7	to	to	ADP
fbem-18180	78	8	the	the	DET
fbem-18180	78	9	decentralization	decentralization	NOUN
fbem-18180	78	10	of	of	ADP
fbem-18180	78	11	industries	industry	NOUN
fbem-18180	78	12	and	and	CCONJ
fbem-18180	78	13	restricts	restrict	VERB
fbem-18180	78	14	economic	economic	ADJ
fbem-18180	78	15	development	development	NOUN
fbem-18180	78	16	.	.	PUNCT
fbem-18180	79	1	firstly	firstly	ADV
fbem-18180	79	2	,	,	PUNCT
fbem-18180	79	3	digital	digital	ADJ
fbem-18180	79	4	finance	finance	NOUN
fbem-18180	79	5	has	have	AUX
fbem-18180	79	6	optimized	optimize	VERB
fbem-18180	79	7	corporate	corporate	ADJ
fbem-18180	79	8	collaboration	collaboration	NOUN
fbem-18180	79	9	.	.	PUNCT
fbem-18180	80	1	through	through	ADP
fbem-18180	80	2	digital	digital	ADJ
fbem-18180	80	3	financial	financial	ADJ
fbem-18180	80	4	platforms	platform	NOUN
fbem-18180	80	5	,	,	PUNCT
fbem-18180	80	6	enterprises	enterprise	NOUN
fbem-18180	80	7	can	can	AUX
fbem-18180	80	8	better	well	ADV
fbem-18180	80	9	achieve	achieve	VERB
fbem-18180	80	10	supply	supply	NOUN
fbem-18180	80	11	chain	chain	NOUN
fbem-18180	80	12	financing	financing	NOUN
fbem-18180	80	13	,	,	PUNCT
fbem-18180	80	14	order	order	NOUN
fbem-18180	80	15	financing	financing	NOUN
fbem-18180	80	16	,	,	PUNCT
fbem-18180	80	17	and	and	CCONJ
fbem-18180	80	18	other	other	ADJ
fbem-18180	80	19	business	business	NOUN
fbem-18180	80	20	activities	activity	NOUN
fbem-18180	80	21	,	,	PUNCT
fbem-18180	80	22	thereby	thereby	ADV
fbem-18180	80	23	strengthening	strengthen	VERB
fbem-18180	80	24	economic	economic	ADJ
fbem-18180	80	25	ties	tie	NOUN
fbem-18180	80	26	among	among	ADP
fbem-18180	80	27	them	they	PRON
fbem-18180	80	28	,	,	PUNCT
fbem-18180	80	29	forming	form	VERB
fbem-18180	80	30	a	a	DET
fbem-18180	80	31	tighter	tight	ADJ
fbem-18180	80	32	industrial	industrial	ADJ
fbem-18180	80	33	ecology	ecology	NOUN
fbem-18180	80	34	,	,	PUNCT
fbem-18180	80	35	and	and	CCONJ
fbem-18180	80	36	reducing	reduce	VERB
fbem-18180	80	37	the	the	DET
fbem-18180	80	38	impact	impact	NOUN
fbem-18180	80	39	of	of	ADP
fbem-18180	80	40	centrifugal	centrifugal	ADJ
fbem-18180	80	41	force	force	NOUN
fbem-18180	80	42	on	on	ADP
fbem-18180	80	43	industrial	industrial	ADJ
fbem-18180	80	44	agglomeration	agglomeration	NOUN
fbem-18180	80	45	.	.	PUNCT
fbem-18180	81	1	secondly	secondly	ADV
fbem-18180	81	2	,	,	PUNCT
fbem-18180	81	3	digital	digital	ADJ
fbem-18180	81	4	finance	finance	NOUN
fbem-18180	81	5	has	have	AUX
fbem-18180	81	6	optimized	optimize	VERB
fbem-18180	81	7	the	the	DET
fbem-18180	81	8	market	market	NOUN
fbem-18180	81	9	supplydemand	supplydemand	NOUN
fbem-18180	81	10	relationship	relationship	NOUN
fbem-18180	81	11	.	.	PUNCT
fbem-18180	82	1	enterprises	enterprise	NOUN
fbem-18180	82	2	can	can	AUX
fbem-18180	82	3	utilize	utilize	VERB
fbem-18180	82	4	the	the	DET
fbem-18180	82	5	financial	financial	ADJ
fbem-18180	82	6	support	support	NOUN
fbem-18180	82	7	provided	provide	VERB
fbem-18180	82	8	by	by	ADP
fbem-18180	82	9	digital	digital	ADJ
fbem-18180	82	10	finance	finance	NOUN
fbem-18180	82	11	to	to	PART
fbem-18180	82	12	increase	increase	VERB
fbem-18180	82	13	investment	investment	NOUN
fbem-18180	82	14	in	in	ADP
fbem-18180	82	15	technological	technological	ADJ
fbem-18180	82	16	research	research	NOUN
fbem-18180	82	17	and	and	CCONJ
fbem-18180	82	18	development	development	NOUN
fbem-18180	82	19	and	and	CCONJ
fbem-18180	82	20	brand	brand	NOUN
fbem-18180	82	21	building	building	NOUN
fbem-18180	82	22	,	,	PUNCT
fbem-18180	82	23	thereby	thereby	ADV
fbem-18180	82	24	enhancing	enhance	VERB
fbem-18180	82	25	their	their	PRON
fbem-18180	82	26	core	core	NOUN
fbem-18180	82	27	competitiveness	competitiveness	NOUN
fbem-18180	82	28	and	and	CCONJ
fbem-18180	82	29	better	well	ADV
fbem-18180	82	30	adapting	adapt	VERB
fbem-18180	82	31	to	to	ADP
fbem-18180	82	32	market	market	NOUN
fbem-18180	82	33	demand	demand	NOUN
fbem-18180	82	34	and	and	CCONJ
fbem-18180	82	35	changes	change	NOUN
fbem-18180	82	36	.	.	PUNCT
fbem-18180	83	1	this	this	PRON
fbem-18180	83	2	reduces	reduce	VERB
fbem-18180	83	3	the	the	DET
fbem-18180	83	4	impact	impact	NOUN
fbem-18180	83	5	of	of	ADP
fbem-18180	83	6	market	market	NOUN
fbem-18180	83	7	resource	resource	NOUN
fbem-18180	83	8	constraints	constraint	NOUN
fbem-18180	83	9	and	and	CCONJ
fbem-18180	83	10	centrifugal	centrifugal	ADJ
fbem-18180	83	11	force	force	NOUN
fbem-18180	83	12	on	on	ADP
fbem-18180	83	13	manufacturing	manufacturing	NOUN
fbem-18180	83	14	agglomeration	agglomeration	NOUN
fbem-18180	83	15	.	.	PUNCT
fbem-18180	84	1	thirdly	thirdly	ADV
fbem-18180	84	2	,	,	PUNCT
fbem-18180	84	3	digital	digital	ADJ
fbem-18180	84	4	finance	finance	NOUN
fbem-18180	84	5	has	have	AUX
fbem-18180	84	6	optimized	optimize	VERB
fbem-18180	84	7	environmental	environmental	ADJ
fbem-18180	84	8	pollution	pollution	NOUN
fbem-18180	84	9	in	in	ADP
fbem-18180	84	10	manufacturing	manufacturing	NOUN
fbem-18180	84	11	agglomerations	agglomeration	NOUN
fbem-18180	84	12	.	.	PUNCT
fbem-18180	85	1	through	through	ADP
fbem-18180	85	2	the	the	DET
fbem-18180	85	3	provision	provision	NOUN
fbem-18180	85	4	of	of	ADP
fbem-18180	85	5	green	green	ADJ
fbem-18180	85	6	financial	financial	ADJ
fbem-18180	85	7	products	product	NOUN
fbem-18180	85	8	and	and	CCONJ
fbem-18180	85	9	services	service	NOUN
fbem-18180	85	10	,	,	PUNCT
fbem-18180	85	11	digital	digital	ADJ
fbem-18180	85	12	finance	finance	NOUN
fbem-18180	85	13	can	can	AUX
fbem-18180	85	14	guide	guide	VERB
fbem-18180	85	15	capital	capital	NOUN
fbem-18180	85	16	towards	towards	ADP
fbem-18180	85	17	environmentally	environmentally	ADV
fbem-18180	85	18	friendly	friendly	ADJ
fbem-18180	85	19	areas	area	NOUN
fbem-18180	85	20	,	,	PUNCT
fbem-18180	85	21	promoting	promote	VERB
fbem-18180	85	22	environmental	environmental	ADJ
fbem-18180	85	23	protection	protection	NOUN
fbem-18180	85	24	investments	investment	NOUN
fbem-18180	85	25	by	by	ADP
fbem-18180	85	26	manufacturing	manufacture	VERB
fbem-18180	85	27	enterprises	enterprise	NOUN
fbem-18180	85	28	.	.	PUNCT
fbem-18180	86	1	secondly	secondly	ADV
fbem-18180	86	2	,	,	PUNCT
fbem-18180	86	3	by	by	ADP
fbem-18180	86	4	providing	provide	VERB
fbem-18180	86	5	environmental	environmental	ADJ
fbem-18180	86	6	risk	risk	NOUN
fbem-18180	86	7	assessment	assessment	NOUN
fbem-18180	86	8	and	and	CCONJ
fbem-18180	86	9	early	early	ADJ
fbem-18180	86	10	warning	warning	NOUN
fbem-18180	86	11	services	service	NOUN
fbem-18180	86	12	through	through	ADP
fbem-18180	86	13	digital	digital	ADJ
fbem-18180	86	14	financial	financial	ADJ
fbem-18180	86	15	platforms	platform	NOUN
fbem-18180	86	16	,	,	PUNCT
fbem-18180	86	17	enterprises	enterprise	NOUN
fbem-18180	86	18	can	can	AUX
fbem-18180	86	19	promptly	promptly	ADV
fbem-18180	86	20	discover	discover	VERB
fbem-18180	86	21	and	and	CCONJ
fbem-18180	86	22	respond	respond	VERB
fbem-18180	86	23	to	to	ADP
fbem-18180	86	24	environmental	environmental	ADJ
fbem-18180	86	25	risks	risk	NOUN
fbem-18180	86	26	,	,	PUNCT
fbem-18180	86	27	reducing	reduce	VERB
fbem-18180	86	28	the	the	DET
fbem-18180	86	29	possibility	possibility	NOUN
fbem-18180	86	30	of	of	ADP
fbem-18180	86	31	environmental	environmental	ADJ
fbem-18180	86	32	pollution	pollution	NOUN
fbem-18180	86	33	.	.	PUNCT
fbem-18180	87	1	at	at	ADP
fbem-18180	87	2	the	the	DET
fbem-18180	87	3	same	same	ADJ
fbem-18180	87	4	time	time	NOUN
fbem-18180	87	5	,	,	PUNCT
fbem-18180	87	6	through	through	ADP
fbem-18180	87	7	digital	digital	ADJ
fbem-18180	87	8	financial	financial	ADJ
fbem-18180	87	9	platforms	platform	NOUN
fbem-18180	87	10	,	,	PUNCT
fbem-18180	87	11	enterprises	enterprise	NOUN
fbem-18180	87	12	can	can	AUX
fbem-18180	87	13	obtain	obtain	VERB
fbem-18180	87	14	services	service	NOUN
fbem-18180	87	15	such	such	ADJ
fbem-18180	87	16	as	as	ADP
fbem-18180	87	17	research	research	NOUN
fbem-18180	87	18	and	and	CCONJ
fbem-18180	87	19	development	development	NOUN
fbem-18180	87	20	loans	loan	NOUN
fbem-18180	87	21	and	and	CCONJ
fbem-18180	87	22	intellectual	intellectual	ADJ
fbem-18180	87	23	property	property	NOUN
fbem-18180	87	24	pledge	pledge	NOUN
fbem-18180	87	25	financing	financing	NOUN
fbem-18180	87	26	,	,	PUNCT
fbem-18180	87	27	which	which	PRON
fbem-18180	87	28	help	help	VERB
fbem-18180	87	29	enterprises	enterprise	NOUN
fbem-18180	87	30	develop	develop	VERB
fbem-18180	87	31	and	and	CCONJ
fbem-18180	87	32	promote	promote	VERB
fbem-18180	87	33	green	green	ADJ
fbem-18180	87	34	technologies	technology	NOUN
fbem-18180	87	35	,	,	PUNCT
fbem-18180	87	36	reducing	reduce	VERB
fbem-18180	87	37	environmental	environmental	ADJ
fbem-18180	87	38	pollution	pollution	NOUN
fbem-18180	87	39	during	during	ADP
fbem-18180	87	40	production	production	NOUN
fbem-18180	87	41	processes	process	NOUN
fbem-18180	87	42	.	.	PUNCT
fbem-18180	88	1	this	this	PRON
fbem-18180	88	2	comprehensively	comprehensively	ADV
fbem-18180	88	3	reduces	reduce	VERB
fbem-18180	88	4	the	the	DET
fbem-18180	88	5	impact	impact	NOUN
fbem-18180	88	6	of	of	ADP
fbem-18180	88	7	environmental	environmental	ADJ
fbem-18180	88	8	pollution	pollution	NOUN
fbem-18180	88	9	and	and	CCONJ
fbem-18180	88	10	centrifugal	centrifugal	ADJ
fbem-18180	88	11	force	force	NOUN
fbem-18180	88	12	on	on	ADP
fbem-18180	88	13	manufacturing	manufacturing	NOUN
fbem-18180	88	14	agglomeration	agglomeration	NOUN
fbem-18180	88	15	.	.	PUNCT
fbem-18180	89	1	4	4	X
fbem-18180	89	2	.	.	X
fbem-18180	89	3	conclusion	conclusion	NOUN
fbem-18180	89	4	digital	digital	ADJ
fbem-18180	89	5	finance	finance	NOUN
fbem-18180	89	6	can	can	AUX
fbem-18180	89	7	significantly	significantly	ADV
fbem-18180	89	8	enhance	enhance	VERB
fbem-18180	89	9	the	the	DET
fbem-18180	89	10	level	level	NOUN
fbem-18180	89	11	of	of	ADP
fbem-18180	89	12	highquality	highquality	NOUN
fbem-18180	89	13	agglomeration	agglomeration	NOUN
fbem-18180	89	14	of	of	ADP
fbem-18180	89	15	china	china	PROPN
fbem-18180	89	16	's	's	PART
fbem-18180	89	17	manufacturing	manufacturing	NOUN
fbem-18180	89	18	industry	industry	NOUN
fbem-18180	89	19	.	.	PUNCT
fbem-18180	90	1	the	the	DET
fbem-18180	90	2	coverage	coverage	NOUN
fbem-18180	90	3	breadth	breadth	NOUN
fbem-18180	90	4	,	,	PUNCT
fbem-18180	90	5	depth	depth	NOUN
fbem-18180	90	6	of	of	ADP
fbem-18180	90	7	usage	usage	NOUN
fbem-18180	90	8	,	,	PUNCT
fbem-18180	90	9	and	and	CCONJ
fbem-18180	90	10	digital	digital	ADJ
fbem-18180	90	11	service	service	NOUN
fbem-18180	90	12	support	support	NOUN
fbem-18180	90	13	of	of	ADP
fbem-18180	90	14	digital	digital	ADJ
fbem-18180	90	15	finance	finance	NOUN
fbem-18180	90	16	all	all	PRON
fbem-18180	90	17	have	have	VERB
fbem-18180	90	18	a	a	DET
fbem-18180	90	19	significant	significant	ADJ
fbem-18180	90	20	positive	positive	ADJ
fbem-18180	90	21	impact	impact	NOUN
fbem-18180	90	22	on	on	ADP
fbem-18180	90	23	high	high	ADJ
fbem-18180	90	24	-	-	PUNCT
fbem-18180	90	25	quality	quality	NOUN
fbem-18180	90	26	agglomeration	agglomeration	NOUN
fbem-18180	90	27	of	of	ADP
fbem-18180	90	28	the	the	DET
fbem-18180	90	29	manufacturing	manufacturing	NOUN
fbem-18180	90	30	industry	industry	NOUN
fbem-18180	90	31	.	.	PUNCT
fbem-18180	91	1	strengthening	strengthen	VERB
fbem-18180	91	2	the	the	DET
fbem-18180	91	3	development	development	NOUN
fbem-18180	91	4	of	of	ADP
fbem-18180	91	5	digital	digital	ADJ
fbem-18180	91	6	finance	finance	NOUN
fbem-18180	91	7	can	can	AUX
fbem-18180	91	8	weaken	weaken	VERB
fbem-18180	91	9	the	the	DET
fbem-18180	91	10	centrifugal	centrifugal	ADJ
fbem-18180	91	11	force	force	NOUN
fbem-18180	91	12	on	on	ADP
fbem-18180	91	13	the	the	DET
fbem-18180	91	14	quality	quality	NOUN
fbem-18180	91	15	of	of	ADP
fbem-18180	91	16	manufacturing	manufacturing	NOUN
fbem-18180	91	17	agglomeration	agglomeration	NOUN
fbem-18180	91	18	and	and	CCONJ
fbem-18180	91	19	optimize	optimize	VERB
fbem-18180	91	20	the	the	DET
fbem-18180	91	21	impact	impact	NOUN
fbem-18180	91	22	mechanism	mechanism	NOUN
fbem-18180	91	23	of	of	ADP
fbem-18180	91	24	digital	digital	ADJ
fbem-18180	91	25	finance	finance	NOUN
fbem-18180	91	26	on	on	ADP
fbem-18180	91	27	the	the	DET
fbem-18180	91	28	economic	economic	ADJ
fbem-18180	91	29	benefits	benefit	NOUN
fbem-18180	91	30	,	,	PUNCT
fbem-18180	91	31	innovation	innovation	NOUN
fbem-18180	91	32	performance	performance	NOUN
fbem-18180	91	33	,	,	PUNCT
fbem-18180	91	34	and	and	CCONJ
fbem-18180	91	35	green	green	ADJ
fbem-18180	91	36	ecology	ecology	NOUN
fbem-18180	91	37	of	of	ADP
fbem-18180	91	38	the	the	DET
fbem-18180	91	39	manufacturing	manufacturing	NOUN
fbem-18180	91	40	industry	industry	NOUN
fbem-18180	91	41	.	.	PUNCT
fbem-18180	92	1	references	reference	NOUN
fbem-18180	92	2	[	[	X
fbem-18180	92	3	1	1	NUM
fbem-18180	92	4	]	]	X
fbem-18180	92	5	lin	lin	PROPN
fbem-18180	92	6	chun	chun	PROPN
fbem-18180	92	7	,	,	PUNCT
fbem-18180	92	8	sun	sun	NOUN
fbem-18180	92	9	yingjie	yingjie	NOUN
fbem-18180	92	10	.	.	PUNCT
fbem-18180	93	1	does	do	AUX
fbem-18180	93	2	digitalinclusive	digitalinclusive	VERB
fbem-18180	93	3	finance	finance	NOUN
fbem-18180	93	4	promote	promote	VERB
fbem-18180	93	5	the	the	DET
fbem-18180	93	6	agglomeration	agglomeration	NOUN
fbem-18180	93	7	of	of	ADP
fbem-18180	93	8	the	the	DET
fbem-18180	93	9	manufacturing	manufacturing	NOUN
fbem-18180	93	10	industry	industry	NOUN
fbem-18180	93	11	?	?	PUNCT
fbem-18180	94	1	[	[	X
fbem-18180	94	2	j	j	X
fbem-18180	94	3	]	]	X
fbem-18180	94	4	.	.	PUNCT
fbem-18180	95	1	journal	journal	PROPN
fbem-18180	95	2	of	of	ADP
fbem-18180	95	3	southwest	southwest	PROPN
fbem-18180	95	4	university	university	PROPN
fbem-18180	95	5	for	for	ADP
fbem-18180	95	6	nationalities	nationality	NOUN
fbem-18180	95	7	(	(	PUNCT
fbem-18180	95	8	humanities	humanity	NOUN
fbem-18180	95	9	and	and	CCONJ
fbem-18180	95	10	social	social	ADJ
fbem-18180	95	11	sciences	sciences	PROPN
fbem-18180	95	12	edition	edition	NOUN
fbem-18180	95	13	)	)	PUNCT
fbem-18180	95	14	,	,	PUNCT
fbem-18180	95	15	2022	2022	NUM
fbem-18180	95	16	,	,	PUNCT
fbem-18180	95	17	43(12	43(12	NUM
fbem-18180	95	18	):	):	PUNCT
fbem-18180	95	19	98	98	NUM
fbem-18180	95	20	-	-	SYM
fbem-18180	95	21	108	108	NUM
fbem-18180	95	22	.	.	PUNCT
fbem-18180	96	1	[	[	X
fbem-18180	96	2	2	2	X
fbem-18180	96	3	]	]	PUNCT
fbem-18180	96	4	ren	ren	PROPN
fbem-18180	96	5	jiao	jiao	PROPN
fbem-18180	96	6	,	,	PUNCT
fbem-18180	96	7	zhao	zhao	PROPN
fbem-18180	96	8	rongrong	rongrong	PROPN
fbem-18180	96	9	,	,	PUNCT
fbem-18180	96	10	ren	ren	PROPN
fbem-18180	96	11	jianhui	jianhui	PROPN
fbem-18180	96	12	.	.	PUNCT
fbem-18180	97	1	digital	digital	PROPN
fbem-18180	97	2	finance	finance	NOUN
fbem-18180	97	3	,	,	PUNCT
fbem-18180	97	4	hightech	hightech	NOUN
fbem-18180	97	5	industry	industry	NOUN
fbem-18180	97	6	agglomeration	agglomeration	NOUN
fbem-18180	97	7	,	,	PUNCT
fbem-18180	97	8	and	and	CCONJ
fbem-18180	97	9	regional	regional	ADJ
fbem-18180	97	10	innovation	innovation	NOUN
fbem-18180	97	11	performance	performance	NOUN
fbem-18180	97	12	[	[	X
fbem-18180	97	13	j	j	X
fbem-18180	97	14	]	]	X
fbem-18180	97	15	.	.	PUNCT
fbem-18180	98	1	statistics	statistic	NOUN
fbem-18180	98	2	&	&	CCONJ
fbem-18180	98	3	decision	decision	NOUN
fbem-18180	98	4	,	,	PUNCT
fbem-18180	98	5	2023	2023	NUM
fbem-18180	98	6	,	,	PUNCT
fbem-18180	98	7	39(05	39(05	NUM
fbem-18180	98	8	):	):	PUNCT
fbem-18180	98	9	86	86	NUM
fbem-18180	98	10	-	-	SYM
fbem-18180	98	11	91	91	NUM
fbem-18180	98	12	.	.	PUNCT
fbem-18180	99	1	[	[	X
fbem-18180	99	2	3	3	X
fbem-18180	99	3	]	]	X
fbem-18180	99	4	jiang	jiang	PROPN
fbem-18180	99	5	kangqi	kangqi	PROPN
fbem-18180	99	6	,	,	PUNCT
fbem-18180	99	7	chen	chen	PROPN
fbem-18180	99	8	zhongfei	zhongfei	PROPN
fbem-18180	99	9	,	,	PUNCT
fbem-18180	99	10	liang	liang	PROPN
fbem-18180	99	11	jiaxin	jiaxin	PROPN
fbem-18180	99	12	.	.	PUNCT
fbem-18180	100	1	bank	bank	NOUN
fbem-18180	100	2	price	price	NOUN
fbem-18180	100	3	competition	competition	NOUN
fbem-18180	100	4	and	and	CCONJ
fbem-18180	100	5	enterprise	enterprise	NOUN
fbem-18180	100	6	total	total	ADJ
fbem-18180	100	7	factor	factor	NOUN
fbem-18180	100	8	productivity	productivity	NOUN
fbem-18180	100	9	:	:	PUNCT
fbem-18180	100	10	heterogeneity	heterogeneity	NOUN
fbem-18180	100	11	,	,	PUNCT
fbem-18180	100	12	mechanisms	mechanism	NOUN
fbem-18180	100	13	,	,	PUNCT
fbem-18180	100	14	and	and	CCONJ
fbem-18180	100	15	effect	effect	VERB
fbem-18180	100	16	differences	difference	NOUN
fbem-18180	100	17	under	under	ADP
fbem-18180	100	18	digital	digital	ADJ
fbem-18180	100	19	finance	finance	NOUN
fbem-18180	101	1	[	[	X
fbem-18180	101	2	j	j	X
fbem-18180	101	3	]	]	X
fbem-18180	101	4	.	.	PUNCT
fbem-18180	102	1	financial	financial	PROPN
fbem-18180	102	2	forum	forum	PROPN
fbem-18180	102	3	,	,	PUNCT
fbem-18180	102	4	2023	2023	NUM
fbem-18180	102	5	,	,	PUNCT
fbem-18180	102	6	28(03	28(03	NUM
fbem-18180	102	7	):	):	PUNCT
fbem-18180	102	8	60	60	NUM
fbem-18180	102	9	-	-	SYM
fbem-18180	102	10	69	69	NUM
fbem-18180	102	11	.	.	PUNCT
fbem-18180	103	1	[	[	X
fbem-18180	103	2	4	4	X
fbem-18180	103	3	]	]	X
fbem-18180	103	4	zhang	zhang	PROPN
fbem-18180	103	5	jinchang	jinchang	PROPN
fbem-18180	103	6	,	,	PUNCT
fbem-18180	103	7	pan	pan	PROPN
fbem-18180	103	8	yi	yi	PROPN
fbem-18180	103	9	.	.	PUNCT
fbem-18180	104	1	can	can	AUX
fbem-18180	104	2	local	local	ADJ
fbem-18180	104	3	bond	bond	NOUN
fbem-18180	104	4	issuance	issuance	NOUN
fbem-18180	104	5	promote	promote	VERB
fbem-18180	104	6	the	the	DET
fbem-18180	104	7	high	high	ADJ
fbem-18180	104	8	-	-	PUNCT
fbem-18180	104	9	quality	quality	NOUN
fbem-18180	104	10	development	development	NOUN
fbem-18180	104	11	of	of	ADP
fbem-18180	104	12	real	real	ADJ
fbem-18180	104	13	enterprises	enterprise	NOUN
fbem-18180	104	14	?	?	PUNCT
fbem-18180	105	1	an	an	DET
fbem-18180	105	2	empirical	empirical	ADJ
fbem-18180	105	3	study	study	NOUN
fbem-18180	105	4	based	base	VERB
fbem-18180	105	5	on	on	ADP
fbem-18180	105	6	data	datum	NOUN
fbem-18180	105	7	from	from	ADP
fbem-18180	105	8	listed	list	VERB
fbem-18180	105	9	manufacturing	manufacturing	NOUN
fbem-18180	105	10	companies	company	NOUN
fbem-18180	105	11	in	in	ADP
fbem-18180	105	12	china	china	PROPN
fbem-18180	105	13	's	's	PART
fbem-18180	105	14	a	a	DET
fbem-18180	105	15	-	-	PUNCT
fbem-18180	105	16	share	share	NOUN
fbem-18180	105	17	and	and	CCONJ
fbem-18180	105	18	new	new	ADJ
fbem-18180	105	19	third	third	ADJ
fbem-18180	105	20	board	board	NOUN
fbem-18180	105	21	markets	market	NOUN
fbem-18180	105	22	[	[	X
fbem-18180	105	23	j	j	X
fbem-18180	105	24	]	]	X
fbem-18180	105	25	.	.	PUNCT
fbem-18180	106	1	technology	technology	NOUN
fbem-18180	106	2	economics	economic	NOUN
fbem-18180	106	3	,	,	PUNCT
fbem-18180	106	4	2023	2023	NUM
fbem-18180	106	5	,	,	PUNCT
fbem-18180	106	6	42(12	42(12	NUM
fbem-18180	106	7	):	):	PUNCT
fbem-18180	106	8	70	70	NUM
fbem-18180	106	9	-	-	SYM
fbem-18180	106	10	81	81	NUM
fbem-18180	106	11	.	.	PUNCT
fbem-18180	107	1	[	[	X
fbem-18180	107	2	5	5	X
fbem-18180	107	3	]	]	X
fbem-18180	107	4	wan	wan	PROPN
fbem-18180	107	5	jiayu	jiayu	PROPN
fbem-18180	107	6	,	,	PUNCT
fbem-18180	107	7	zhou	zhou	PROPN
fbem-18180	107	8	qin	qin	PROPN
fbem-18180	107	9	,	,	PUNCT
fbem-18180	107	10	xiao	xiao	PROPN
fbem-18180	107	11	yi	yi	PROPN
fbem-18180	107	12	.	.	PUNCT
fbem-18180	108	1	digital	digital	PROPN
fbem-18180	108	2	finance	finance	NOUN
fbem-18180	108	3	,	,	PUNCT
fbem-18180	108	4	financing	financing	NOUN
fbem-18180	108	5	constraints	constraint	NOUN
fbem-18180	108	6	,	,	PUNCT
fbem-18180	108	7	and	and	CCONJ
fbem-18180	108	8	enterprise	enterprise	NOUN
fbem-18180	108	9	innovation	innovation	NOUN
fbem-18180	109	1	[	[	X
fbem-18180	109	2	j	j	X
fbem-18180	109	3	]	]	X
fbem-18180	109	4	.	.	PUNCT
fbem-18180	110	1	economic	economic	ADJ
fbem-18180	110	2	review	review	PROPN
fbem-18180	110	3	,	,	PUNCT
fbem-18180	110	4	2020	2020	NUM
fbem-18180	110	5	,	,	PUNCT
fbem-18180	110	6	(	(	PUNCT
fbem-18180	110	7	01	01	NUM
fbem-18180	110	8	):	):	PUNCT
fbem-18180	110	9	71	71	NUM
fbem-18180	110	10	-	-	SYM
fbem-18180	110	11	83	83	NUM
fbem-18180	110	12	.	.	PUNCT
fbem-18180	111	1	[	[	X
fbem-18180	111	2	6	6	NUM
fbem-18180	111	3	]	]	PUNCT
fbem-18180	111	4	tang	tang	NOUN
fbem-18180	111	5	song	song	NOUN
fbem-18180	111	6	,	,	PUNCT
fbem-18180	111	7	wu	wu	PROPN
fbem-18180	111	8	xuchuan	xuchuan	PROPN
fbem-18180	111	9	,	,	PUNCT
fbem-18180	111	10	zhu	zhu	PROPN
fbem-18180	111	11	jia	jia	PROPN
fbem-18180	111	12	.	.	PUNCT
fbem-18180	112	1	digital	digital	PROPN
fbem-18180	112	2	finance	finance	NOUN
fbem-18180	112	3	and	and	CCONJ
fbem-18180	112	4	enterprise	enterprise	NOUN
fbem-18180	112	5	technological	technological	ADJ
fbem-18180	112	6	innovation	innovation	NOUN
fbem-18180	112	7	:	:	PUNCT
fbem-18180	112	8	structural	structural	ADJ
fbem-18180	112	9	characteristics	characteristic	NOUN
fbem-18180	112	10	,	,	PUNCT
fbem-18180	112	11	mechanism	mechanism	NOUN
fbem-18180	112	12	identification	identification	NOUN
fbem-18180	112	13	,	,	PUNCT
fbem-18180	112	14	and	and	CCONJ
fbem-18180	112	15	effect	effect	VERB
fbem-18180	112	16	differences	difference	NOUN
fbem-18180	112	17	under	under	ADP
fbem-18180	112	18	financial	financial	ADJ
fbem-18180	112	19	regulation	regulation	NOUN
fbem-18180	112	20	[	[	X
fbem-18180	112	21	j	j	X
fbem-18180	112	22	]	]	X
fbem-18180	112	23	.	.	PUNCT
fbem-18180	113	1	management	management	NOUN
fbem-18180	113	2	world	world	NOUN
fbem-18180	113	3	,	,	PUNCT
fbem-18180	113	4	2020	2020	NUM
fbem-18180	113	5	,	,	PUNCT
fbem-18180	113	6	36(05	36(05	NUM
fbem-18180	113	7	):	):	PUNCT
fbem-18180	113	8	52	52	NUM
fbem-18180	113	9	-	-	SYM
fbem-18180	113	10	66	66	NUM
fbem-18180	113	11	+	+	NOUN
fbem-18180	113	12	9	9	NUM
fbem-18180	113	13	.	.	NOUN
fbem-18180	113	14	189	189	NUM
fbem-18180	114	1	[	[	X
fbem-18180	114	2	7	7	NUM
fbem-18180	114	3	]	]	X
fbem-18180	114	4	yi	yi	NOUN
fbem-18180	114	5	xingjian	xingjian	PROPN
fbem-18180	114	6	,	,	PUNCT
fbem-18180	114	7	zhou	zhou	PROPN
fbem-18180	114	8	li	li	PROPN
fbem-18180	114	9	.	.	PROPN
fbem-18180	114	10	does	do	AUX
fbem-18180	114	11	the	the	DET
fbem-18180	114	12	development	development	NOUN
fbem-18180	114	13	of	of	ADP
fbem-18180	114	14	digitalinclusive	digitalinclusive	ADJ
fbem-18180	114	15	finance	finance	NOUN
fbem-18180	114	16	significantly	significantly	ADV
fbem-18180	114	17	affect	affect	VERB
fbem-18180	114	18	residents	resident	NOUN
fbem-18180	114	19	'	'	PART
fbem-18180	114	20	consumption	consumption	NOUN
fbem-18180	114	21	?	?	PUNCT
fbem-18180	115	1	micro	micro	ADJ
fbem-18180	115	2	evidence	evidence	NOUN
fbem-18180	115	3	from	from	ADP
fbem-18180	115	4	chinese	chinese	ADJ
fbem-18180	115	5	households	household	NOUN
fbem-18180	116	1	[	[	X
fbem-18180	116	2	j	j	X
fbem-18180	116	3	]	]	X
fbem-18180	116	4	.	.	PUNCT
fbem-18180	117	1	financial	financial	ADJ
fbem-18180	117	2	research	research	NOUN
fbem-18180	117	3	,	,	PUNCT
fbem-18180	117	4	2018	2018	NUM
fbem-18180	117	5	,	,	PUNCT
fbem-18180	117	6	(	(	PUNCT
fbem-18180	117	7	11	11	NUM
fbem-18180	117	8	):	):	PUNCT
fbem-18180	117	9	47	47	NUM
fbem-18180	117	10	-	-	SYM
fbem-18180	117	11	67	67	NUM
fbem-18180	117	12	.	.	PUNCT
fbem-18180	118	1	[	[	X
fbem-18180	118	2	8	8	NUM
fbem-18180	118	3	]	]	X
fbem-18180	118	4	yang	yang	PROPN
fbem-18180	118	5	weiming	weiming	PROPN
fbem-18180	118	6	,	,	PUNCT
fbem-18180	118	7	su	su	PROPN
fbem-18180	118	8	lin	lin	PROPN
fbem-18180	118	9	,	,	PUNCT
fbem-18180	118	10	wang	wang	PROPN
fbem-18180	118	11	mingwei	mingwei	PROPN
fbem-18180	118	12	.	.	PUNCT
fbem-18180	119	1	digitalinclusive	digitalinclusive	ADJ
fbem-18180	119	2	finance	finance	NOUN
fbem-18180	119	3	and	and	CCONJ
fbem-18180	119	4	income	income	NOUN
fbem-18180	119	5	of	of	ADP
fbem-18180	119	6	urban	urban	ADJ
fbem-18180	119	7	and	and	CCONJ
fbem-18180	119	8	rural	rural	ADJ
fbem-18180	119	9	residents	resident	NOUN
fbem-18180	119	10	:	:	PUNCT
fbem-18180	119	11	an	an	DET
fbem-18180	119	12	analysis	analysis	NOUN
fbem-18180	119	13	of	of	ADP
fbem-18180	119	14	mediating	mediate	VERB
fbem-18180	119	15	effects	effect	NOUN
fbem-18180	119	16	based	base	VERB
fbem-18180	119	17	on	on	ADP
fbem-18180	119	18	economic	economic	ADJ
fbem-18180	119	19	growth	growth	NOUN
fbem-18180	119	20	and	and	CCONJ
fbem-18180	119	21	entrepreneurial	entrepreneurial	ADJ
fbem-18180	119	22	behavior	behavior	NOUN
fbem-18180	120	1	[	[	X
fbem-18180	120	2	j	j	X
fbem-18180	120	3	]	]	X
fbem-18180	120	4	.	.	PUNCT
fbem-18180	121	1	journal	journal	PROPN
fbem-18180	121	2	of	of	ADP
fbem-18180	121	3	shanghai	shanghai	PROPN
fbem-18180	121	4	university	university	PROPN
fbem-18180	121	5	of	of	ADP
fbem-18180	121	6	finance	finance	NOUN
fbem-18180	121	7	and	and	CCONJ
fbem-18180	121	8	economics	economic	NOUN
fbem-18180	121	9	,	,	PUNCT
fbem-18180	121	10	2020	2020	NUM
fbem-18180	121	11	,	,	PUNCT
fbem-18180	121	12	22(04	22(04	NUM
fbem-18180	121	13	):	):	PUNCT
fbem-18180	121	14	83	83	NUM
fbem-18180	121	15	-	-	SYM
fbem-18180	121	16	94	94	NUM
fbem-18180	121	17	.	.	PUNCT
fbem-18180	122	1	[	[	X
fbem-18180	122	2	9	9	NUM
fbem-18180	122	3	]	]	X
fbem-18180	122	4	li	li	PROPN
fbem-18180	122	5	dan	dan	PROPN
fbem-18180	122	6	,	,	PUNCT
fbem-18180	122	7	huang	huang	PROPN
fbem-18180	122	8	rui	rui	PROPN
fbem-18180	122	9	.	.	PUNCT
fbem-18180	122	10	countermeasures	countermeasure	NOUN
fbem-18180	122	11	for	for	ADP
fbem-18180	122	12	improving	improve	VERB
fbem-18180	122	13	the	the	DET
fbem-18180	122	14	innovation	innovation	NOUN
fbem-18180	122	15	efficiency	efficiency	NOUN
fbem-18180	122	16	of	of	ADP
fbem-18180	122	17	strategic	strategic	ADJ
fbem-18180	122	18	emerging	emerge	VERB
fbem-18180	122	19	industries	industry	NOUN
fbem-18180	122	20	in	in	ADP
fbem-18180	122	21	hunan	hunan	PROPN
fbem-18180	122	22	province	province	PROPN
fbem-18180	122	23	an	an	DET
fbem-18180	122	24	empirical	empirical	ADJ
fbem-18180	122	25	analysis	analysis	NOUN
fbem-18180	122	26	based	base	VERB
fbem-18180	122	27	on	on	ADP
fbem-18180	122	28	industry	industry	NOUN
fbem-18180	122	29	data	datum	NOUN
fbem-18180	122	30	from	from	ADP
fbem-18180	122	31	2010	2010	NUM
fbem-18180	122	32	to	to	ADP
fbem-18180	122	33	2018	2018	NUM
fbem-18180	123	1	[	[	X
fbem-18180	123	2	j	j	X
fbem-18180	123	3	]	]	X
fbem-18180	123	4	.	.	PUNCT
fbem-18180	124	1	jiangsu	jiangsu	PROPN
fbem-18180	124	2	commercial	commercial	PROPN
fbem-18180	124	3	theory	theory	NOUN
fbem-18180	124	4	,	,	PUNCT
fbem-18180	124	5	2021	2021	NUM
fbem-18180	124	6	,	,	PUNCT
fbem-18180	124	7	(	(	PUNCT
fbem-18180	124	8	08	08	NUM
fbem-18180	124	9	):	):	PUNCT
fbem-18180	124	10	99	99	NUM
fbem-18180	124	11	-	-	SYM
fbem-18180	124	12	102	102	NUM
fbem-18180	124	13	.	.	PUNCT
fbem-18180	125	1	[	[	X
fbem-18180	125	2	10	10	NUM
fbem-18180	125	3	]	]	PUNCT
fbem-18180	125	4	xie	xie	PROPN
fbem-18180	125	5	xuanli	xuanli	PROPN
fbem-18180	125	6	,	,	PUNCT
fbem-18180	125	7	shen	shen	PROPN
fbem-18180	125	8	yan	yan	PROPN
fbem-18180	125	9	,	,	PUNCT
fbem-18180	125	10	zhang	zhang	PROPN
fbem-18180	125	11	haoxing	haoxing	PROPN
fbem-18180	125	12	,	,	PUNCT
fbem-18180	125	13	guo	guo	PROPN
fbem-18180	125	14	feng	feng	PROPN
fbem-18180	125	15	.	.	PUNCT
fbem-18180	126	1	can	can	AUX
fbem-18180	126	2	digital	digital	VERB
fbem-18180	126	3	finance	finance	NOUN
fbem-18180	126	4	promote	promote	VERB
fbem-18180	126	5	entrepreneurship	entrepreneurship	NOUN
fbem-18180	126	6	?	?	PUNCT
fbem-18180	127	1	evidence	evidence	NOUN
fbem-18180	127	2	from	from	ADP
fbem-18180	127	3	china	china	PROPN
fbem-18180	128	1	[	[	X
fbem-18180	128	2	j	j	X
fbem-18180	128	3	]	]	X
fbem-18180	128	4	.	.	PUNCT
fbem-18180	129	1	economics	economic	NOUN
fbem-18180	129	2	(	(	PUNCT
fbem-18180	129	3	quarterly	quarterly	ADJ
fbem-18180	129	4	)	)	PUNCT
fbem-18180	129	5	,	,	PUNCT
fbem-18180	129	6	2018	2018	NUM
fbem-18180	129	7	,	,	PUNCT
fbem-18180	129	8	17(04	17(04	NUM
fbem-18180	129	9	):	):	PUNCT
fbem-18180	129	10	1557	1557	NUM
fbem-18180	129	11	-	-	SYM
fbem-18180	129	12	1580	1580	NUM
fbem-18180	129	13	.	.	PUNCT
fbem-18180	130	1	[	[	X
fbem-18180	130	2	11	11	NUM
fbem-18180	130	3	]	]	X
fbem-18180	130	4	huang	huang	PROPN
fbem-18180	130	5	rui	rui	PROPN
fbem-18180	130	6	,	,	PUNCT
fbem-18180	130	7	lai	lai	PROPN
fbem-18180	130	8	xiaobing	xiaobing	PROPN
fbem-18180	130	9	,	,	PUNCT
fbem-18180	130	10	tang	tang	PROPN
fbem-18180	130	11	song	song	NOUN
fbem-18180	130	12	.	.	PUNCT
fbem-18180	131	1	how	how	SCONJ
fbem-18180	131	2	does	do	AUX
fbem-18180	131	3	fintech	fintech	NOUN
fbem-18180	131	4	affect	affect	VERB
fbem-18180	131	5	corporate	corporate	ADJ
fbem-18180	131	6	financing	financing	NOUN
fbem-18180	131	7	constraints	constraint	NOUN
fbem-18180	131	8	?	?	PUNCT
fbem-18180	132	1	dynamic	dynamic	ADJ
fbem-18180	132	2	effects	effect	NOUN
fbem-18180	132	3	,	,	PUNCT
fbem-18180	132	4	heterogeneous	heterogeneous	ADJ
fbem-18180	132	5	characteristics	characteristic	NOUN
fbem-18180	132	6	,	,	PUNCT
fbem-18180	132	7	and	and	CCONJ
fbem-18180	132	8	macro	macro	ADJ
fbem-18180	132	9	-	-	ADJ
fbem-18180	132	10	micro	micro	ADJ
fbem-18180	132	11	mechanism	mechanism	NOUN
fbem-18180	132	12	tests	test	VERB
fbem-18180	132	13	[	[	X
fbem-18180	132	14	j	j	X
fbem-18180	132	15	]	]	X
fbem-18180	132	16	.	.	PUNCT
fbem-18180	133	1	international	international	ADJ
fbem-18180	133	2	financial	financial	ADJ
fbem-18180	133	3	research	research	NOUN
fbem-18180	133	4	,	,	PUNCT
fbem-18180	133	5	2020	2020	NUM
fbem-18180	133	6	,	,	PUNCT
fbem-18180	133	7	(	(	PUNCT
fbem-18180	133	8	06	06	NUM
fbem-18180	133	9	):	):	PUNCT
fbem-18180	133	10	25	25	NUM
fbem-18180	133	11	-	-	SYM
fbem-18180	133	12	33	33	NUM
fbem-18180	133	13	.	.	PUNCT