id	sid	tid	token	lemma	pos
fbem-11469	1	1	frontiers	frontier	NOUN
fbem-11469	1	2	in	in	ADP
fbem-11469	1	3	business	business	NOUN
fbem-11469	1	4	,	,	PUNCT
fbem-11469	1	5	economics	economic	NOUN
fbem-11469	1	6	and	and	CCONJ
fbem-11469	1	7	management	management	NOUN
fbem-11469	1	8	issn	issn	PROPN
fbem-11469	1	9	:	:	PUNCT
fbem-11469	1	10	2766	2766	NUM
fbem-11469	1	11	-	-	PUNCT
fbem-11469	1	12	824x	824x	NUM
fbem-11469	1	13	|	|	ADJ
fbem-11469	1	14	vol	vol	NOUN
fbem-11469	1	15	.	.	PROPN
fbem-11469	2	1	10	10	NUM
fbem-11469	2	2	,	,	PUNCT
fbem-11469	2	3	no	no	INTJ
fbem-11469	2	4	.	.	NOUN
fbem-11469	2	5	3	3	NUM
fbem-11469	2	6	,	,	PUNCT
fbem-11469	2	7	2023	2023	NUM
fbem-11469	2	8	161	161	NUM
fbem-11469	2	9	research	research	NOUN
fbem-11469	2	10	on	on	ADP
fbem-11469	2	11	the	the	DET
fbem-11469	2	12	impact	impact	NOUN
fbem-11469	2	13	of	of	ADP
fbem-11469	2	14	digital	digital	ADJ
fbem-11469	2	15	economy	economy	NOUN
fbem-11469	2	16	on	on	ADP
fbem-11469	2	17	residents	resident	NOUN
fbem-11469	2	18	'	'	PART
fbem-11469	2	19	consumption	consumption	NOUN
fbem-11469	2	20	upgrading	upgrade	VERB
fbem-11469	2	21	meihua	meihua	PROPN
fbem-11469	2	22	zheng	zheng	PROPN
fbem-11469	2	23	,	,	PUNCT
fbem-11469	2	24	lan	lan	PROPN
fbem-11469	2	25	yang	yang	PROPN
fbem-11469	2	26	college	college	PROPN
fbem-11469	2	27	of	of	ADP
fbem-11469	2	28	economics	economics	PROPN
fbem-11469	2	29	,	,	PUNCT
fbem-11469	2	30	anhui	anhui	PROPN
fbem-11469	2	31	university	university	PROPN
fbem-11469	2	32	of	of	ADP
fbem-11469	2	33	finance	finance	NOUN
fbem-11469	2	34	and	and	CCONJ
fbem-11469	2	35	economics	economic	NOUN
fbem-11469	2	36	,	,	PUNCT
fbem-11469	2	37	bengbu	bengbu	NOUN
fbem-11469	2	38	233000	233000	NUM
fbem-11469	2	39	,	,	PUNCT
fbem-11469	2	40	anhui	anhui	PROPN
fbem-11469	2	41	,	,	PUNCT
fbem-11469	2	42	china	china	PROPN
fbem-11469	2	43	abstract	abstract	NOUN
fbem-11469	2	44	:	:	PUNCT
fbem-11469	2	45	the	the	DET
fbem-11469	2	46	deep	deep	ADJ
fbem-11469	2	47	integration	integration	NOUN
fbem-11469	2	48	of	of	ADP
fbem-11469	2	49	digital	digital	ADJ
fbem-11469	2	50	technology	technology	NOUN
fbem-11469	2	51	and	and	CCONJ
fbem-11469	2	52	the	the	DET
fbem-11469	2	53	real	real	ADJ
fbem-11469	2	54	economy	economy	NOUN
fbem-11469	2	55	has	have	AUX
fbem-11469	2	56	injected	inject	VERB
fbem-11469	2	57	new	new	ADJ
fbem-11469	2	58	power	power	NOUN
fbem-11469	2	59	into	into	ADP
fbem-11469	2	60	the	the	DET
fbem-11469	2	61	consumer	consumer	NOUN
fbem-11469	2	62	market	market	NOUN
fbem-11469	2	63	,	,	PUNCT
fbem-11469	2	64	and	and	CCONJ
fbem-11469	2	65	the	the	DET
fbem-11469	2	66	role	role	NOUN
fbem-11469	2	67	of	of	ADP
fbem-11469	2	68	digital	digital	ADJ
fbem-11469	2	69	economy	economy	NOUN
fbem-11469	2	70	in	in	ADP
fbem-11469	2	71	promoting	promote	VERB
fbem-11469	2	72	residents	resident	NOUN
fbem-11469	2	73	'	'	PART
fbem-11469	2	74	consumption	consumption	NOUN
fbem-11469	2	75	upgrading	upgrading	NOUN
fbem-11469	2	76	is	be	AUX
fbem-11469	2	77	especially	especially	ADV
fbem-11469	2	78	obvious	obvious	ADJ
fbem-11469	2	79	in	in	ADP
fbem-11469	2	80	the	the	DET
fbem-11469	2	81	post	post	ADJ
fbem-11469	2	82	epidemic	epidemic	PROPN
fbem-11469	2	83	era	era	NOUN
fbem-11469	2	84	.	.	PUNCT
fbem-11469	3	1	panel	panel	NOUN
fbem-11469	3	2	data	datum	NOUN
fbem-11469	3	3	from	from	ADP
fbem-11469	3	4	2014	2014	NUM
fbem-11469	3	5	-	-	SYM
fbem-11469	3	6	2020	2020	NUM
fbem-11469	3	7	of	of	ADP
fbem-11469	3	8	30	30	NUM
fbem-11469	3	9	provinces	province	NOUN
fbem-11469	3	10	in	in	ADP
fbem-11469	3	11	china	china	PROPN
fbem-11469	3	12	except	except	SCONJ
fbem-11469	3	13	tibet	tibet	PROPN
fbem-11469	3	14	are	be	AUX
fbem-11469	3	15	selected	select	VERB
fbem-11469	3	16	to	to	PART
fbem-11469	3	17	examine	examine	VERB
fbem-11469	3	18	the	the	DET
fbem-11469	3	19	driving	drive	VERB
fbem-11469	3	20	role	role	NOUN
fbem-11469	3	21	of	of	ADP
fbem-11469	3	22	digital	digital	ADJ
fbem-11469	3	23	economy	economy	NOUN
fbem-11469	3	24	on	on	ADP
fbem-11469	3	25	residents	resident	NOUN
fbem-11469	3	26	'	'	PART
fbem-11469	3	27	consumption	consumption	NOUN
fbem-11469	3	28	upgrading	upgrading	NOUN
fbem-11469	3	29	based	base	VERB
fbem-11469	3	30	on	on	ADP
fbem-11469	3	31	the	the	DET
fbem-11469	3	32	perspective	perspective	NOUN
fbem-11469	3	33	of	of	ADP
fbem-11469	3	34	technological	technological	ADJ
fbem-11469	3	35	innovation	innovation	NOUN
fbem-11469	3	36	intermediary	intermediary	NOUN
fbem-11469	3	37	.	.	PUNCT
fbem-11469	4	1	the	the	DET
fbem-11469	4	2	results	result	NOUN
fbem-11469	4	3	of	of	ADP
fbem-11469	4	4	the	the	DET
fbem-11469	4	5	study	study	NOUN
fbem-11469	4	6	show	show	VERB
fbem-11469	4	7	that	that	SCONJ
fbem-11469	4	8	:	:	PUNCT
fbem-11469	4	9	from	from	ADP
fbem-11469	4	10	the	the	DET
fbem-11469	4	11	overall	overall	ADJ
fbem-11469	4	12	level	level	NOUN
fbem-11469	4	13	,	,	PUNCT
fbem-11469	4	14	the	the	DET
fbem-11469	4	15	digital	digital	ADJ
fbem-11469	4	16	economy	economy	NOUN
fbem-11469	4	17	significantly	significantly	ADV
fbem-11469	4	18	promotes	promote	VERB
fbem-11469	4	19	the	the	DET
fbem-11469	4	20	upgrading	upgrading	NOUN
fbem-11469	4	21	of	of	ADP
fbem-11469	4	22	residents	resident	NOUN
fbem-11469	4	23	'	'	PART
fbem-11469	4	24	consumption	consumption	NOUN
fbem-11469	4	25	,	,	PUNCT
fbem-11469	4	26	but	but	CCONJ
fbem-11469	4	27	there	there	PRON
fbem-11469	4	28	is	be	VERB
fbem-11469	4	29	obvious	obvious	ADJ
fbem-11469	4	30	regional	regional	ADJ
fbem-11469	4	31	heterogeneity	heterogeneity	NOUN
fbem-11469	4	32	;	;	PUNCT
fbem-11469	4	33	from	from	ADP
fbem-11469	4	34	the	the	DET
fbem-11469	4	35	perspective	perspective	NOUN
fbem-11469	4	36	of	of	ADP
fbem-11469	4	37	the	the	DET
fbem-11469	4	38	mediation	mediation	NOUN
fbem-11469	4	39	effect	effect	NOUN
fbem-11469	4	40	,	,	PUNCT
fbem-11469	4	41	the	the	DET
fbem-11469	4	42	digital	digital	ADJ
fbem-11469	4	43	economy	economy	NOUN
fbem-11469	4	44	promotes	promote	VERB
fbem-11469	4	45	the	the	DET
fbem-11469	4	46	optimization	optimization	NOUN
fbem-11469	4	47	of	of	ADP
fbem-11469	4	48	the	the	DET
fbem-11469	4	49	residents	resident	NOUN
fbem-11469	4	50	'	'	PART
fbem-11469	4	51	consumption	consumption	NOUN
fbem-11469	4	52	structure	structure	NOUN
fbem-11469	4	53	through	through	ADP
fbem-11469	4	54	the	the	DET
fbem-11469	4	55	channel	channel	NOUN
fbem-11469	4	56	of	of	ADP
fbem-11469	4	57	technological	technological	ADJ
fbem-11469	4	58	innovation	innovation	NOUN
fbem-11469	4	59	;	;	PUNCT
fbem-11469	4	60	however	however	ADV
fbem-11469	4	61	,	,	PUNCT
fbem-11469	4	62	the	the	DET
fbem-11469	4	63	technological	technological	ADJ
fbem-11469	4	64	innovation	innovation	NOUN
fbem-11469	4	65	path	path	NOUN
fbem-11469	4	66	of	of	ADP
fbem-11469	4	67	the	the	DET
fbem-11469	4	68	digital	digital	ADJ
fbem-11469	4	69	economy	economy	NOUN
fbem-11469	4	70	to	to	PART
fbem-11469	4	71	promote	promote	VERB
fbem-11469	4	72	the	the	DET
fbem-11469	4	73	level	level	NOUN
fbem-11469	4	74	of	of	ADP
fbem-11469	4	75	residents	resident	NOUN
fbem-11469	4	76	'	'	PART
fbem-11469	4	77	consumption	consumption	NOUN
fbem-11469	4	78	is	be	AUX
fbem-11469	4	79	not	not	PART
fbem-11469	4	80	significant	significant	ADJ
fbem-11469	4	81	,	,	PUNCT
fbem-11469	4	82	due	due	ADP
fbem-11469	4	83	to	to	ADP
fbem-11469	4	84	the	the	DET
fbem-11469	4	85	impact	impact	NOUN
fbem-11469	4	86	of	of	ADP
fbem-11469	4	87	the	the	DET
fbem-11469	4	88	two	two	NUM
fbem-11469	4	89	types	type	NOUN
fbem-11469	4	90	of	of	ADP
fbem-11469	4	91	technological	technological	ADJ
fbem-11469	4	92	innovation	innovation	NOUN
fbem-11469	4	93	,	,	PUNCT
fbem-11469	4	94	namely	namely	ADV
fbem-11469	4	95	,	,	PUNCT
fbem-11469	4	96	product	product	NOUN
fbem-11469	4	97	innovation	innovation	NOUN
fbem-11469	4	98	and	and	CCONJ
fbem-11469	4	99	technological	technological	ADJ
fbem-11469	4	100	innovation	innovation	NOUN
fbem-11469	4	101	,	,	PUNCT
fbem-11469	4	102	which	which	PRON
fbem-11469	4	103	are	be	AUX
fbem-11469	4	104	offsetting	offset	VERB
fbem-11469	4	105	the	the	DET
fbem-11469	4	106	impact	impact	NOUN
fbem-11469	4	107	of	of	ADP
fbem-11469	4	108	the	the	DET
fbem-11469	4	109	two	two	NUM
fbem-11469	4	110	types	type	NOUN
fbem-11469	4	111	of	of	ADP
fbem-11469	4	112	technological	technological	ADJ
fbem-11469	4	113	innovation	innovation	NOUN
fbem-11469	4	114	on	on	ADP
fbem-11469	4	115	the	the	DET
fbem-11469	4	116	level	level	NOUN
fbem-11469	4	117	of	of	ADP
fbem-11469	4	118	residents	resident	NOUN
fbem-11469	4	119	'	'	PART
fbem-11469	4	120	consumption	consumption	NOUN
fbem-11469	4	121	.	.	PUNCT
fbem-11469	5	1	significant	significant	ADJ
fbem-11469	5	2	.	.	PUNCT
fbem-11469	6	1	therefore	therefore	ADV
fbem-11469	6	2	,	,	PUNCT
fbem-11469	6	3	we	we	PRON
fbem-11469	6	4	should	should	AUX
fbem-11469	6	5	accelerate	accelerate	VERB
fbem-11469	6	6	the	the	DET
fbem-11469	6	7	breakthrough	breakthrough	NOUN
fbem-11469	6	8	of	of	ADP
fbem-11469	6	9	digital	digital	ADJ
fbem-11469	6	10	technology	technology	NOUN
fbem-11469	6	11	innovation	innovation	NOUN
fbem-11469	6	12	,	,	PUNCT
fbem-11469	6	13	fill	fill	VERB
fbem-11469	6	14	the	the	DET
fbem-11469	6	15	gap	gap	NOUN
fbem-11469	6	16	of	of	ADP
fbem-11469	6	17	digital	digital	ADJ
fbem-11469	6	18	economy	economy	NOUN
fbem-11469	6	19	development	development	NOUN
fbem-11469	6	20	between	between	ADP
fbem-11469	6	21	regions	region	NOUN
fbem-11469	6	22	,	,	PUNCT
fbem-11469	6	23	promote	promote	VERB
fbem-11469	6	24	the	the	DET
fbem-11469	6	25	coordinated	coordinated	ADJ
fbem-11469	6	26	development	development	NOUN
fbem-11469	6	27	of	of	ADP
fbem-11469	6	28	east	east	NOUN
fbem-11469	6	29	,	,	PUNCT
fbem-11469	6	30	middle	middle	PROPN
fbem-11469	6	31	east	east	PROPN
fbem-11469	6	32	and	and	CCONJ
fbem-11469	6	33	west	west	PROPN
fbem-11469	6	34	china	china	PROPN
fbem-11469	6	35	,	,	PUNCT
fbem-11469	6	36	and	and	CCONJ
fbem-11469	6	37	promote	promote	VERB
fbem-11469	6	38	the	the	DET
fbem-11469	6	39	upgrading	upgrading	NOUN
fbem-11469	6	40	of	of	ADP
fbem-11469	6	41	residents	resident	NOUN
fbem-11469	6	42	'	'	PART
fbem-11469	6	43	consumption	consumption	NOUN
fbem-11469	6	44	.	.	PUNCT
fbem-11469	7	1	keywords	keyword	NOUN
fbem-11469	7	2	:	:	PUNCT
fbem-11469	7	3	digital	digital	ADJ
fbem-11469	7	4	economy	economy	NOUN
fbem-11469	7	5	,	,	PUNCT
fbem-11469	7	6	consumption	consumption	NOUN
fbem-11469	7	7	upgrading	upgrading	NOUN
fbem-11469	7	8	,	,	PUNCT
fbem-11469	7	9	technological	technological	ADJ
fbem-11469	7	10	innovation	innovation	NOUN
fbem-11469	7	11	,	,	PUNCT
fbem-11469	7	12	mediation	mediation	NOUN
fbem-11469	7	13	effect	effect	NOUN
fbem-11469	7	14	.	.	PUNCT
fbem-11469	8	1	1	1	X
fbem-11469	8	2	.	.	X
fbem-11469	8	3	introduction	introduction	NOUN
fbem-11469	8	4	consumption	consumption	NOUN
fbem-11469	8	5	has	have	AUX
fbem-11469	8	6	long	long	ADV
fbem-11469	8	7	been	be	AUX
fbem-11469	8	8	a	a	DET
fbem-11469	8	9	topic	topic	NOUN
fbem-11469	8	10	of	of	ADP
fbem-11469	8	11	greater	great	ADJ
fbem-11469	8	12	academic	academic	ADJ
fbem-11469	8	13	interest	interest	NOUN
fbem-11469	8	14	.	.	PUNCT
fbem-11469	9	1	stimulating	stimulate	VERB
fbem-11469	9	2	residents	resident	NOUN
fbem-11469	9	3	'	'	PART
fbem-11469	9	4	consumption	consumption	NOUN
fbem-11469	9	5	potential	potential	NOUN
fbem-11469	9	6	has	have	AUX
fbem-11469	9	7	become	become	VERB
fbem-11469	9	8	the	the	DET
fbem-11469	9	9	key	key	NOUN
fbem-11469	9	10	to	to	ADP
fbem-11469	9	11	transforming	transform	VERB
fbem-11469	9	12	china	china	PROPN
fbem-11469	9	13	's	's	PART
fbem-11469	9	14	economic	economic	ADJ
fbem-11469	9	15	growth	growth	NOUN
fbem-11469	9	16	mode	mode	NOUN
fbem-11469	9	17	and	and	CCONJ
fbem-11469	9	18	improving	improve	VERB
fbem-11469	9	19	the	the	DET
fbem-11469	9	20	quality	quality	NOUN
fbem-11469	9	21	of	of	ADP
fbem-11469	9	22	economic	economic	ADJ
fbem-11469	9	23	development	development	NOUN
fbem-11469	9	24	(	(	PUNCT
fbem-11469	9	25	yang	yang	PROPN
fbem-11469	9	26	weiming	weiming	PROPN
fbem-11469	9	27	,	,	PUNCT
fbem-11469	9	28	su	su	PROPN
fbem-11469	9	29	lin	lin	PROPN
fbem-11469	9	30	,	,	PUNCT
fbem-11469	9	31	2021).2020	2021).2020	PROPN
fbem-11469	9	32	epidemic	epidemic	NOUN
fbem-11469	9	33	outbreak	outbreak	NOUN
fbem-11469	9	34	,	,	PUNCT
fbem-11469	9	35	affected	affect	VERB
fbem-11469	9	36	by	by	ADP
fbem-11469	9	37	the	the	DET
fbem-11469	9	38	recurrence	recurrence	NOUN
fbem-11469	9	39	of	of	ADP
fbem-11469	9	40	the	the	DET
fbem-11469	9	41	epidemic	epidemic	NOUN
fbem-11469	9	42	and	and	CCONJ
fbem-11469	9	43	the	the	DET
fbem-11469	9	44	downward	downward	ADJ
fbem-11469	9	45	pressure	pressure	NOUN
fbem-11469	9	46	of	of	ADP
fbem-11469	9	47	the	the	DET
fbem-11469	9	48	economy	economy	NOUN
fbem-11469	9	49	and	and	CCONJ
fbem-11469	9	50	other	other	ADJ
fbem-11469	9	51	factors	factor	NOUN
fbem-11469	9	52	,	,	PUNCT
fbem-11469	9	53	the	the	DET
fbem-11469	9	54	release	release	NOUN
fbem-11469	9	55	of	of	ADP
fbem-11469	9	56	consumer	consumer	NOUN
fbem-11469	9	57	demand	demand	NOUN
fbem-11469	9	58	still	still	ADV
fbem-11469	9	59	has	have	VERB
fbem-11469	9	60	a	a	DET
fbem-11469	9	61	greater	great	ADJ
fbem-11469	9	62	potential	potential	NOUN
fbem-11469	9	63	,	,	PUNCT
fbem-11469	9	64	but	but	CCONJ
fbem-11469	9	65	the	the	DET
fbem-11469	9	66	status	status	NOUN
fbem-11469	9	67	of	of	ADP
fbem-11469	9	68	consumption	consumption	NOUN
fbem-11469	9	69	as	as	ADP
fbem-11469	9	70	the	the	DET
fbem-11469	9	71	first	first	ADJ
fbem-11469	9	72	driver	driver	NOUN
fbem-11469	9	73	of	of	ADP
fbem-11469	9	74	economic	economic	ADJ
fbem-11469	9	75	growth	growth	NOUN
fbem-11469	9	76	has	have	AUX
fbem-11469	9	77	not	not	PART
fbem-11469	9	78	changed.2021	changed.2021	PROPN
fbem-11469	9	79	began	begin	VERB
fbem-11469	9	80	to	to	PART
fbem-11469	9	81	weaken	weaken	VERB
fbem-11469	9	82	the	the	DET
fbem-11469	9	83	impact	impact	NOUN
fbem-11469	9	84	of	of	ADP
fbem-11469	9	85	the	the	DET
fbem-11469	9	86	epidemic	epidemic	NOUN
fbem-11469	9	87	,	,	PUNCT
fbem-11469	9	88	with	with	ADP
fbem-11469	9	89	the	the	DET
fbem-11469	9	90	prevention	prevention	NOUN
fbem-11469	9	91	and	and	CCONJ
fbem-11469	9	92	control	control	NOUN
fbem-11469	9	93	work	work	NOUN
fbem-11469	9	94	into	into	ADP
fbem-11469	9	95	normalization	normalization	NOUN
fbem-11469	9	96	,	,	PUNCT
fbem-11469	9	97	china	china	PROPN
fbem-11469	9	98	's	's	PART
fbem-11469	9	99	consumer	consumer	NOUN
fbem-11469	9	100	market	market	NOUN
fbem-11469	9	101	fully	fully	ADV
fbem-11469	9	102	established	establish	VERB
fbem-11469	9	103	a	a	DET
fbem-11469	9	104	good	good	ADJ
fbem-11469	9	105	trend	trend	NOUN
fbem-11469	9	106	of	of	ADP
fbem-11469	9	107	recovery	recovery	NOUN
fbem-11469	9	108	.	.	PUNCT
fbem-11469	10	1	work	work	VERB
fbem-11469	10	2	into	into	ADP
fbem-11469	10	3	normalization	normalization	NOUN
fbem-11469	10	4	,	,	PUNCT
fbem-11469	10	5	china	china	PROPN
fbem-11469	10	6	's	's	PART
fbem-11469	10	7	consumer	consumer	NOUN
fbem-11469	10	8	market	market	NOUN
fbem-11469	10	9	has	have	AUX
fbem-11469	10	10	established	establish	VERB
fbem-11469	10	11	a	a	DET
fbem-11469	10	12	comprehensive	comprehensive	ADJ
fbem-11469	10	13	recovery	recovery	NOUN
fbem-11469	10	14	trend	trend	NOUN
fbem-11469	10	15	.	.	PUNCT
fbem-11469	11	1	according	accord	VERB
fbem-11469	11	2	to	to	ADP
fbem-11469	11	3	the	the	DET
fbem-11469	11	4	national	national	PROPN
fbem-11469	11	5	bureau	bureau	PROPN
fbem-11469	11	6	of	of	ADP
fbem-11469	11	7	statistics	statistic	NOUN
fbem-11469	11	8	,	,	PUNCT
fbem-11469	11	9	the	the	DET
fbem-11469	11	10	total	total	ADJ
fbem-11469	11	11	retail	retail	ADJ
fbem-11469	11	12	sales	sale	NOUN
fbem-11469	11	13	of	of	ADP
fbem-11469	11	14	consumer	consumer	NOUN
fbem-11469	11	15	goods	good	NOUN
fbem-11469	11	16	reached	reach	VERB
fbem-11469	11	17	440,823	440,823	NUM
fbem-11469	11	18	billion	billion	NUM
fbem-11469	11	19	yuan	yuan	NOUN
fbem-11469	11	20	in	in	ADP
fbem-11469	11	21	2021	2021	NUM
fbem-11469	11	22	,	,	PUNCT
fbem-11469	11	23	and	and	CCONJ
fbem-11469	11	24	the	the	DET
fbem-11469	11	25	contribution	contribution	NOUN
fbem-11469	11	26	rate	rate	NOUN
fbem-11469	11	27	of	of	ADP
fbem-11469	11	28	final	final	ADJ
fbem-11469	11	29	consumption	consumption	NOUN
fbem-11469	11	30	expenditure	expenditure	NOUN
fbem-11469	11	31	to	to	ADP
fbem-11469	11	32	china	china	PROPN
fbem-11469	11	33	's	's	PART
fbem-11469	11	34	economic	economic	ADJ
fbem-11469	11	35	growth	growth	NOUN
fbem-11469	11	36	was	be	AUX
fbem-11469	11	37	65.4	65.4	NUM
fbem-11469	11	38	%	%	NOUN
fbem-11469	11	39	,	,	PUNCT
fbem-11469	11	40	and	and	CCONJ
fbem-11469	11	41	exceeded	exceed	VERB
fbem-11469	11	42	the	the	DET
fbem-11469	11	43	preepidemic	preepidemic	ADJ
fbem-11469	11	44	level	level	NOUN
fbem-11469	11	45	,	,	PUNCT
fbem-11469	11	46	with	with	ADP
fbem-11469	11	47	the	the	DET
fbem-11469	11	48	resilience	resilience	NOUN
fbem-11469	11	49	and	and	CCONJ
fbem-11469	11	50	endogenous	endogenous	ADJ
fbem-11469	11	51	dynamics	dynamic	NOUN
fbem-11469	11	52	of	of	ADP
fbem-11469	11	53	the	the	DET
fbem-11469	11	54	consumer	consumer	NOUN
fbem-11469	11	55	market	market	NOUN
fbem-11469	11	56	further	far	ADV
fbem-11469	11	57	emerging	emerge	VERB
fbem-11469	11	58	and	and	CCONJ
fbem-11469	11	59	expanding	expand	VERB
fbem-11469	11	60	.	.	PUNCT
fbem-11469	12	1	digital	digital	ADJ
fbem-11469	12	2	innovation	innovation	NOUN
fbem-11469	12	3	has	have	AUX
fbem-11469	12	4	become	become	VERB
fbem-11469	12	5	an	an	DET
fbem-11469	12	6	important	important	ADJ
fbem-11469	12	7	driving	driving	NOUN
fbem-11469	12	8	force	force	NOUN
fbem-11469	12	9	for	for	ADP
fbem-11469	12	10	the	the	DET
fbem-11469	12	11	recovery	recovery	NOUN
fbem-11469	12	12	and	and	CCONJ
fbem-11469	12	13	expansion	expansion	NOUN
fbem-11469	12	14	of	of	ADP
fbem-11469	12	15	the	the	DET
fbem-11469	12	16	consumer	consumer	NOUN
fbem-11469	12	17	market	market	NOUN
fbem-11469	12	18	.	.	PUNCT
fbem-11469	13	1	the	the	DET
fbem-11469	13	2	digital	digital	ADJ
fbem-11469	13	3	consumption	consumption	NOUN
fbem-11469	13	4	mode	mode	NOUN
fbem-11469	13	5	brought	bring	VERB
fbem-11469	13	6	about	about	ADP
fbem-11469	13	7	by	by	ADP
fbem-11469	13	8	the	the	DET
fbem-11469	13	9	development	development	NOUN
fbem-11469	13	10	of	of	ADP
fbem-11469	13	11	the	the	DET
fbem-11469	13	12	digital	digital	ADJ
fbem-11469	13	13	economy	economy	NOUN
fbem-11469	13	14	has	have	AUX
fbem-11469	13	15	gradually	gradually	ADV
fbem-11469	13	16	become	become	VERB
fbem-11469	13	17	the	the	DET
fbem-11469	13	18	mainstream	mainstream	NOUN
fbem-11469	13	19	of	of	ADP
fbem-11469	13	20	investment	investment	NOUN
fbem-11469	13	21	and	and	CCONJ
fbem-11469	13	22	consumption	consumption	NOUN
fbem-11469	13	23	of	of	ADP
fbem-11469	13	24	china	china	PROPN
fbem-11469	13	25	's	's	PART
fbem-11469	13	26	residents	resident	NOUN
fbem-11469	13	27	,	,	PUNCT
fbem-11469	13	28	and	and	CCONJ
fbem-11469	13	29	its	its	PRON
fbem-11469	13	30	generation	generation	NOUN
fbem-11469	13	31	and	and	CCONJ
fbem-11469	13	32	development	development	NOUN
fbem-11469	13	33	have	have	VERB
fbem-11469	13	34	an	an	DET
fbem-11469	13	35	extremely	extremely	ADV
fbem-11469	13	36	strong	strong	ADJ
fbem-11469	13	37	driving	driving	NOUN
fbem-11469	13	38	effect	effect	NOUN
fbem-11469	13	39	on	on	ADP
fbem-11469	13	40	the	the	DET
fbem-11469	13	41	consumption	consumption	NOUN
fbem-11469	13	42	level	level	NOUN
fbem-11469	13	43	and	and	CCONJ
fbem-11469	13	44	consumption	consumption	NOUN
fbem-11469	13	45	behavior	behavior	NOUN
fbem-11469	13	46	of	of	ADP
fbem-11469	13	47	china	china	PROPN
fbem-11469	13	48	's	's	PART
fbem-11469	13	49	residents	resident	NOUN
fbem-11469	13	50	(	(	PUNCT
fbem-11469	13	51	xing	xing	PROPN
fbem-11469	13	52	genius	genius	PROPN
fbem-11469	13	53	,	,	PUNCT
fbem-11469	13	54	zhang	zhang	PROPN
fbem-11469	13	55	xi	xi	PROPN
fbem-11469	13	56	,	,	PUNCT
fbem-11469	13	57	2019	2019	NUM
fbem-11469	13	58	)	)	PUNCT
fbem-11469	13	59	.	.	PUNCT
fbem-11469	14	1	the	the	DET
fbem-11469	14	2	importance	importance	NOUN
fbem-11469	14	3	of	of	ADP
fbem-11469	14	4	online	online	ADJ
fbem-11469	14	5	consumption	consumption	NOUN
fbem-11469	14	6	in	in	ADP
fbem-11469	14	7	all	all	DET
fbem-11469	14	8	avenues	avenue	NOUN
fbem-11469	14	9	of	of	ADP
fbem-11469	14	10	residents	resident	NOUN
fbem-11469	14	11	'	'	PART
fbem-11469	14	12	consumption	consumption	NOUN
fbem-11469	14	13	has	have	AUX
fbem-11469	14	14	been	be	AUX
fbem-11469	14	15	further	far	ADV
fbem-11469	14	16	highlighted	highlight	VERB
fbem-11469	14	17	,	,	PUNCT
fbem-11469	14	18	playing	play	VERB
fbem-11469	14	19	the	the	DET
fbem-11469	14	20	role	role	NOUN
fbem-11469	14	21	of	of	ADP
fbem-11469	14	22	a	a	DET
fbem-11469	14	23	stabilizer	stabilizer	NOUN
fbem-11469	14	24	in	in	ADP
fbem-11469	14	25	this	this	DET
fbem-11469	14	26	response	response	NOUN
fbem-11469	14	27	to	to	ADP
fbem-11469	14	28	the	the	DET
fbem-11469	14	29	impact	impact	NOUN
fbem-11469	14	30	of	of	ADP
fbem-11469	14	31	the	the	DET
fbem-11469	14	32	new	new	ADJ
fbem-11469	14	33	crown	crown	NOUN
fbem-11469	14	34	epidemic	epidemic	NOUN
fbem-11469	14	35	.	.	PUNCT
fbem-11469	15	1	the	the	DET
fbem-11469	15	2	"	"	PUNCT
fbem-11469	15	3	house	house	NOUN
fbem-11469	15	4	economy	economy	NOUN
fbem-11469	15	5	"	"	PUNCT
fbem-11469	15	6	and	and	CCONJ
fbem-11469	15	7	"	"	PUNCT
fbem-11469	15	8	house	house	NOUN
fbem-11469	15	9	consumption	consumption	NOUN
fbem-11469	15	10	"	"	PUNCT
fbem-11469	15	11	have	have	AUX
fbem-11469	15	12	emerged	emerge	VERB
fbem-11469	15	13	,	,	PUNCT
fbem-11469	15	14	and	and	CCONJ
fbem-11469	15	15	new	new	ADJ
fbem-11469	15	16	online	online	ADJ
fbem-11469	15	17	consumption	consumption	NOUN
fbem-11469	15	18	innovations	innovation	NOUN
fbem-11469	15	19	such	such	ADJ
fbem-11469	15	20	as	as	ADP
fbem-11469	15	21	vertical	vertical	ADJ
fbem-11469	15	22	e	e	NOUN
fbem-11469	15	23	-	-	NOUN
fbem-11469	15	24	commerce	commerce	NOUN
fbem-11469	15	25	,	,	PUNCT
fbem-11469	15	26	live	live	ADJ
fbem-11469	15	27	streaming	streaming	NOUN
fbem-11469	15	28	,	,	PUNCT
fbem-11469	15	29	and	and	CCONJ
fbem-11469	15	30	e	e	X
fbem-11469	15	31	-	-	NOUN
fbem-11469	15	32	tailing	tailing	NOUN
fbem-11469	15	33	have	have	AUX
fbem-11469	15	34	become	become	VERB
fbem-11469	15	35	more	more	ADV
fbem-11469	15	36	active	active	ADJ
fbem-11469	15	37	,	,	PUNCT
fbem-11469	15	38	while	while	SCONJ
fbem-11469	15	39	digital	digital	ADJ
fbem-11469	15	40	technology	technology	NOUN
fbem-11469	15	41	has	have	AUX
fbem-11469	15	42	accelerated	accelerate	VERB
fbem-11469	15	43	its	its	PRON
fbem-11469	15	44	empowerment	empowerment	NOUN
fbem-11469	15	45	to	to	ADP
fbem-11469	15	46	the	the	DET
fbem-11469	15	47	offline	offline	ADJ
fbem-11469	15	48	sector	sector	NOUN
fbem-11469	15	49	,	,	PUNCT
fbem-11469	15	50	further	far	ADV
fbem-11469	15	51	accelerating	accelerate	VERB
fbem-11469	15	52	online	online	ADV
fbem-11469	15	53	and	and	CCONJ
fbem-11469	15	54	offline	offline	ADJ
fbem-11469	15	55	consumption	consumption	NOUN
fbem-11469	15	56	innovations	innovation	NOUN
fbem-11469	15	57	.	.	PUNCT
fbem-11469	16	1	the	the	DET
fbem-11469	16	2	digital	digital	ADJ
fbem-11469	16	3	economy	economy	NOUN
fbem-11469	16	4	industry	industry	NOUN
fbem-11469	16	5	has	have	AUX
fbem-11469	16	6	effectively	effectively	ADV
fbem-11469	16	7	responded	respond	VERB
fbem-11469	16	8	to	to	ADP
fbem-11469	16	9	market	market	NOUN
fbem-11469	16	10	demand	demand	NOUN
fbem-11469	16	11	and	and	CCONJ
fbem-11469	16	12	created	create	VERB
fbem-11469	16	13	economic	economic	ADJ
fbem-11469	16	14	growth	growth	NOUN
fbem-11469	16	15	against	against	ADP
fbem-11469	16	16	the	the	DET
fbem-11469	16	17	trend	trend	NOUN
fbem-11469	16	18	,	,	PUNCT
fbem-11469	16	19	and	and	CCONJ
fbem-11469	16	20	in	in	ADP
fbem-11469	16	21	the	the	DET
fbem-11469	16	22	case	case	NOUN
fbem-11469	16	23	of	of	ADP
fbem-11469	16	24	the	the	DET
fbem-11469	16	25	national	national	ADJ
fbem-11469	16	26	total	total	ADJ
fbem-11469	16	27	retail	retail	ADJ
fbem-11469	16	28	sales	sale	NOUN
fbem-11469	16	29	of	of	ADP
fbem-11469	16	30	consumer	consumer	NOUN
fbem-11469	16	31	goods	good	NOUN
fbem-11469	16	32	showing	show	VERB
fbem-11469	16	33	negative	negative	ADJ
fbem-11469	16	34	growth	growth	NOUN
fbem-11469	16	35	,	,	PUNCT
fbem-11469	16	36	online	online	ADJ
fbem-11469	16	37	consumption	consumption	NOUN
fbem-11469	16	38	still	still	ADV
fbem-11469	16	39	maintains	maintain	VERB
fbem-11469	16	40	high	high	ADJ
fbem-11469	16	41	growth	growth	NOUN
fbem-11469	16	42	,	,	PUNCT
fbem-11469	16	43	and	and	CCONJ
fbem-11469	16	44	the	the	DET
fbem-11469	16	45	data	datum	NOUN
fbem-11469	16	46	from	from	ADP
fbem-11469	16	47	the	the	DET
fbem-11469	16	48	national	national	PROPN
fbem-11469	16	49	bureau	bureau	PROPN
fbem-11469	16	50	of	of	ADP
fbem-11469	16	51	statistics	statistics	PROPN
fbem-11469	16	52	shows	show	VERB
fbem-11469	16	53	that	that	SCONJ
fbem-11469	16	54	the	the	DET
fbem-11469	16	55	annual	annual	ADJ
fbem-11469	16	56	online	online	ADJ
fbem-11469	16	57	retail	retail	ADJ
fbem-11469	16	58	sales	sale	NOUN
fbem-11469	16	59	of	of	ADP
fbem-11469	16	60	physical	physical	ADJ
fbem-11469	16	61	goods	good	NOUN
fbem-11469	16	62	in	in	ADP
fbem-11469	16	63	2021	2021	NUM
fbem-11469	16	64	will	will	AUX
fbem-11469	16	65	reach	reach	VERB
fbem-11469	16	66	108,042	108,042	NUM
fbem-11469	16	67	billion	billion	NUM
fbem-11469	16	68	yuan	yuan	NOUN
fbem-11469	16	69	,	,	PUNCT
fbem-11469	16	70	an	an	DET
fbem-11469	16	71	increase	increase	NOUN
fbem-11469	16	72	of	of	ADP
fbem-11469	16	73	12.0	12.0	NUM
fbem-11469	16	74	%	%	NOUN
fbem-11469	16	75	compared	compare	VERB
fbem-11469	16	76	with	with	ADP
fbem-11469	16	77	2020	2020	NUM
fbem-11469	16	78	,	,	PUNCT
fbem-11469	16	79	and	and	CCONJ
fbem-11469	16	80	account	account	VERB
fbem-11469	16	81	for	for	SCONJ
fbem-11469	16	82	the	the	DET
fbem-11469	16	83	proportion	proportion	NOUN
fbem-11469	16	84	of	of	ADP
fbem-11469	16	85	total	total	ADJ
fbem-11469	16	86	retail	retail	ADJ
fbem-11469	16	87	sales	sale	NOUN
fbem-11469	16	88	of	of	ADP
fbem-11469	16	89	consumer	consumer	NOUN
fbem-11469	16	90	goods	good	NOUN
fbem-11469	16	91	in	in	ADP
fbem-11469	16	92	the	the	DET
fbem-11469	16	93	whole	whole	ADJ
fbem-11469	16	94	society	society	NOUN
fbem-11469	16	95	to	to	PART
fbem-11469	16	96	reach	reach	VERB
fbem-11469	16	97	24.5	24.5	NUM
fbem-11469	16	98	%	%	NOUN
fbem-11469	16	99	,	,	PUNCT
fbem-11469	16	100	and	and	CCONJ
fbem-11469	16	101	has	have	AUX
fbem-11469	16	102	become	become	VERB
fbem-11469	16	103	the	the	DET
fbem-11469	16	104	main	main	ADJ
fbem-11469	16	105	driver	driver	NOUN
fbem-11469	16	106	of	of	ADP
fbem-11469	16	107	consumption	consumption	NOUN
fbem-11469	16	108	growth	growth	NOUN
fbem-11469	16	109	.	.	PUNCT
fbem-11469	17	1	in	in	ADP
fbem-11469	17	2	view	view	NOUN
fbem-11469	17	3	of	of	ADP
fbem-11469	17	4	this	this	PRON
fbem-11469	17	5	,	,	PUNCT
fbem-11469	17	6	this	this	DET
fbem-11469	17	7	paper	paper	NOUN
fbem-11469	17	8	attempts	attempt	VERB
fbem-11469	17	9	to	to	PART
fbem-11469	17	10	use	use	VERB
fbem-11469	17	11	the	the	DET
fbem-11469	17	12	digital	digital	ADJ
fbem-11469	17	13	economy	economy	NOUN
fbem-11469	17	14	development	development	NOUN
fbem-11469	17	15	index	index	PROPN
fbem-11469	17	16	,	,	PUNCT
fbem-11469	17	17	matched	match	VERB
fbem-11469	17	18	with	with	ADP
fbem-11469	17	19	provincial	provincial	ADJ
fbem-11469	17	20	consumption	consumption	NOUN
fbem-11469	17	21	data	datum	NOUN
fbem-11469	17	22	to	to	PART
fbem-11469	17	23	construct	construct	VERB
fbem-11469	17	24	panel	panel	NOUN
fbem-11469	17	25	data	datum	NOUN
fbem-11469	17	26	,	,	PUNCT
fbem-11469	17	27	to	to	PART
fbem-11469	17	28	analyze	analyze	VERB
fbem-11469	17	29	the	the	DET
fbem-11469	17	30	relationship	relationship	NOUN
fbem-11469	17	31	between	between	ADP
fbem-11469	17	32	the	the	DET
fbem-11469	17	33	development	development	NOUN
fbem-11469	17	34	of	of	ADP
fbem-11469	17	35	the	the	DET
fbem-11469	17	36	digital	digital	ADJ
fbem-11469	17	37	economy	economy	NOUN
fbem-11469	17	38	and	and	CCONJ
fbem-11469	17	39	the	the	DET
fbem-11469	17	40	consumption	consumption	NOUN
fbem-11469	17	41	of	of	ADP
fbem-11469	17	42	residents	resident	NOUN
fbem-11469	17	43	in	in	ADP
fbem-11469	17	44	various	various	ADJ
fbem-11469	17	45	regions	region	NOUN
fbem-11469	17	46	.	.	PUNCT
fbem-11469	18	1	it	it	PRON
fbem-11469	18	2	explores	explore	VERB
fbem-11469	18	3	whether	whether	SCONJ
fbem-11469	18	4	the	the	DET
fbem-11469	18	5	digital	digital	ADJ
fbem-11469	18	6	economy	economy	NOUN
fbem-11469	18	7	drives	drive	VERB
fbem-11469	18	8	consumption	consumption	NOUN
fbem-11469	18	9	upgrading	upgrading	NOUN
fbem-11469	18	10	and	and	CCONJ
fbem-11469	18	11	in	in	ADP
fbem-11469	18	12	what	what	DET
fbem-11469	18	13	path	path	NOUN
fbem-11469	18	14	it	it	PRON
fbem-11469	18	15	works	work	VERB
fbem-11469	18	16	,	,	PUNCT
fbem-11469	18	17	assesses	assess	VERB
fbem-11469	18	18	the	the	DET
fbem-11469	18	19	role	role	NOUN
fbem-11469	18	20	of	of	ADP
fbem-11469	18	21	technological	technological	ADJ
fbem-11469	18	22	innovation	innovation	NOUN
fbem-11469	18	23	in	in	ADP
fbem-11469	18	24	the	the	DET
fbem-11469	18	25	path	path	NOUN
fbem-11469	18	26	of	of	ADP
fbem-11469	18	27	the	the	DET
fbem-11469	18	28	digital	digital	ADJ
fbem-11469	18	29	economy	economy	NOUN
fbem-11469	18	30	affecting	affect	VERB
fbem-11469	18	31	consumption	consumption	NOUN
fbem-11469	18	32	upgrading	upgrading	NOUN
fbem-11469	18	33	,	,	PUNCT
fbem-11469	18	34	and	and	CCONJ
fbem-11469	18	35	provides	provide	VERB
fbem-11469	18	36	useful	useful	ADJ
fbem-11469	18	37	reference	reference	NOUN
fbem-11469	18	38	for	for	ADP
fbem-11469	18	39	exploring	explore	VERB
fbem-11469	18	40	new	new	ADJ
fbem-11469	18	41	consumption	consumption	NOUN
fbem-11469	18	42	growth	growth	NOUN
fbem-11469	18	43	points	point	NOUN
fbem-11469	18	44	and	and	CCONJ
fbem-11469	18	45	stabilizing	stabilize	VERB
fbem-11469	18	46	economic	economic	ADJ
fbem-11469	18	47	growth	growth	NOUN
fbem-11469	18	48	in	in	ADP
fbem-11469	18	49	the	the	DET
fbem-11469	18	50	post	post	ADJ
fbem-11469	18	51	epidemic	epidemic	ADJ
fbem-11469	18	52	era	era	NOUN
fbem-11469	18	53	.	.	PUNCT
fbem-11469	19	1	2	2	X
fbem-11469	19	2	.	.	X
fbem-11469	19	3	literature	literature	PROPN
fbem-11469	19	4	review	review	VERB
fbem-11469	19	5	digital	digital	ADJ
fbem-11469	19	6	economy	economy	NOUN
fbem-11469	19	7	boosts	boost	VERB
fbem-11469	19	8	residents	resident	NOUN
fbem-11469	19	9	'	'	PART
fbem-11469	19	10	consumption	consumption	NOUN
fbem-11469	19	11	.	.	PUNCT
fbem-11469	20	1	the	the	DET
fbem-11469	20	2	digital	digital	ADJ
fbem-11469	20	3	economy	economy	NOUN
fbem-11469	20	4	is	be	AUX
fbem-11469	20	5	a	a	DET
fbem-11469	20	6	new	new	ADJ
fbem-11469	20	7	economic	economic	ADJ
fbem-11469	20	8	form	form	NOUN
fbem-11469	20	9	based	base	VERB
fbem-11469	20	10	on	on	ADP
fbem-11469	20	11	the	the	DET
fbem-11469	20	12	development	development	NOUN
fbem-11469	20	13	of	of	ADP
fbem-11469	20	14	the	the	DET
fbem-11469	20	15	internet	internet	NOUN
fbem-11469	20	16	and	and	CCONJ
fbem-11469	20	17	its	its	PRON
fbem-11469	20	18	corresponding	corresponding	ADJ
fbem-11469	20	19	emerging	emerge	VERB
fbem-11469	20	20	technologies	technology	NOUN
fbem-11469	20	21	in	in	ADP
fbem-11469	20	22	the	the	DET
fbem-11469	20	23	context	context	NOUN
fbem-11469	20	24	of	of	ADP
fbem-11469	20	25	economic	economic	ADJ
fbem-11469	20	26	slowdown	slowdown	NOUN
fbem-11469	20	27	(	(	PUNCT
fbem-11469	20	28	jing	jing	NOUN
fbem-11469	20	29	wenjun	wenjun	PROPN
fbem-11469	20	30	,	,	PUNCT
fbem-11469	20	31	sun	sun	NOUN
fbem-11469	20	32	baowen	baowen	NOUN
fbem-11469	20	33	,	,	PUNCT
fbem-11469	20	34	2019	2019	NUM
fbem-11469	20	35	)	)	PUNCT
fbem-11469	20	36	.	.	PUNCT
fbem-11469	21	1	thanks	thank	NOUN
fbem-11469	21	2	to	to	ADP
fbem-11469	21	3	the	the	DET
fbem-11469	21	4	internet	internet	NOUN
fbem-11469	21	5	revolution	revolution	NOUN
fbem-11469	21	6	,	,	PUNCT
fbem-11469	21	7	the	the	DET
fbem-11469	21	8	digital	digital	ADJ
fbem-11469	21	9	economy	economy	NOUN
fbem-11469	21	10	has	have	AUX
fbem-11469	21	11	developed	develop	VERB
fbem-11469	21	12	rapidly	rapidly	ADV
fbem-11469	21	13	,	,	PUNCT
fbem-11469	21	14	especially	especially	ADV
fbem-11469	21	15	since	since	SCONJ
fbem-11469	21	16	the	the	DET
fbem-11469	21	17	new	new	ADJ
fbem-11469	21	18	crown	crown	NOUN
fbem-11469	21	19	epidemic	epidemic	NOUN
fbem-11469	21	20	,	,	PUNCT
fbem-11469	21	21	the	the	DET
fbem-11469	21	22	development	development	NOUN
fbem-11469	21	23	of	of	ADP
fbem-11469	21	24	the	the	DET
fbem-11469	21	25	digital	digital	ADJ
fbem-11469	21	26	economy	economy	NOUN
fbem-11469	21	27	has	have	AUX
fbem-11469	21	28	accelerated	accelerate	VERB
fbem-11469	21	29	in	in	ADP
fbem-11469	21	30	all	all	DET
fbem-11469	21	31	aspects	aspect	NOUN
fbem-11469	21	32	and	and	CCONJ
fbem-11469	21	33	continued	continue	VERB
fbem-11469	21	34	to	to	PART
fbem-11469	21	35	maintain	maintain	VERB
fbem-11469	21	36	growth	growth	NOUN
fbem-11469	21	37	against	against	ADP
fbem-11469	21	38	the	the	DET
fbem-11469	21	39	trend	trend	NOUN
fbem-11469	21	40	,	,	PUNCT
fbem-11469	21	41	becoming	become	VERB
fbem-11469	21	42	an	an	DET
fbem-11469	21	43	important	important	ADJ
fbem-11469	21	44	force	force	NOUN
fbem-11469	21	45	to	to	PART
fbem-11469	21	46	hedge	hedge	VERB
fbem-11469	21	47	against	against	ADP
fbem-11469	21	48	the	the	DET
fbem-11469	21	49	impact	impact	NOUN
fbem-11469	21	50	of	of	ADP
fbem-11469	21	51	the	the	DET
fbem-11469	21	52	epidemic	epidemic	NOUN
fbem-11469	21	53	and	and	CCONJ
fbem-11469	21	54	promote	promote	VERB
fbem-11469	21	55	the	the	DET
fbem-11469	21	56	stabilization	stabilization	NOUN
fbem-11469	21	57	of	of	ADP
fbem-11469	21	58	the	the	DET
fbem-11469	21	59	economy	economy	NOUN
fbem-11469	21	60	.	.	PUNCT
fbem-11469	22	1	the	the	DET
fbem-11469	22	2	continuous	continuous	ADJ
fbem-11469	22	3	emergence	emergence	NOUN
fbem-11469	22	4	of	of	ADP
fbem-11469	22	5	new	new	ADJ
fbem-11469	22	6	business	business	NOUN
fbem-11469	22	7	models	model	NOUN
fbem-11469	22	8	and	and	CCONJ
fbem-11469	22	9	new	new	ADJ
fbem-11469	22	10	forms	form	NOUN
fbem-11469	22	11	of	of	ADP
fbem-11469	22	12	business	business	NOUN
fbem-11469	22	13	,	,	PUNCT
fbem-11469	22	14	consumers	consumer	NOUN
fbem-11469	22	15	162	162	NUM
fbem-11469	22	16	are	be	AUX
fbem-11469	22	17	no	no	ADV
fbem-11469	22	18	longer	long	ADV
fbem-11469	22	19	limited	limit	VERB
fbem-11469	22	20	to	to	ADP
fbem-11469	22	21	offline	offline	ADJ
fbem-11469	22	22	physical	physical	ADJ
fbem-11469	22	23	consumption	consumption	NOUN
fbem-11469	22	24	,	,	PUNCT
fbem-11469	22	25	but	but	CCONJ
fbem-11469	22	26	also	also	ADV
fbem-11469	22	27	ease	ease	VERB
fbem-11469	22	28	the	the	DET
fbem-11469	22	29	liquidity	liquidity	NOUN
fbem-11469	22	30	constraints	constraint	NOUN
fbem-11469	22	31	in	in	ADP
fbem-11469	22	32	consumption	consumption	NOUN
fbem-11469	22	33	and	and	CCONJ
fbem-11469	22	34	optimize	optimize	VERB
fbem-11469	22	35	the	the	DET
fbem-11469	22	36	payment	payment	NOUN
fbem-11469	22	37	environment	environment	NOUN
fbem-11469	22	38	(	(	PUNCT
fbem-11469	22	39	huang	huang	PROPN
fbem-11469	22	40	kainan	kainan	PROPN
fbem-11469	22	41	,	,	PUNCT
fbem-11469	22	42	hao	hao	PROPN
fbem-11469	22	43	xiangru	xiangru	PROPN
fbem-11469	22	44	,	,	PUNCT
fbem-11469	22	45	2021	2021	NUM
fbem-11469	22	46	)	)	PUNCT
fbem-11469	22	47	.	.	PUNCT
fbem-11469	23	1	the	the	DET
fbem-11469	23	2	development	development	NOUN
fbem-11469	23	3	of	of	ADP
fbem-11469	23	4	the	the	DET
fbem-11469	23	5	digital	digital	ADJ
fbem-11469	23	6	economy	economy	NOUN
fbem-11469	23	7	has	have	AUX
fbem-11469	23	8	brought	bring	VERB
fbem-11469	23	9	about	about	ADP
fbem-11469	23	10	new	new	ADJ
fbem-11469	23	11	industrial	industrial	ADJ
fbem-11469	23	12	forms	form	NOUN
fbem-11469	23	13	,	,	PUNCT
fbem-11469	23	14	boosted	boost	VERB
fbem-11469	23	15	consumption	consumption	NOUN
fbem-11469	23	16	and	and	CCONJ
fbem-11469	23	17	injected	inject	VERB
fbem-11469	23	18	a	a	DET
fbem-11469	23	19	source	source	NOUN
fbem-11469	23	20	of	of	ADP
fbem-11469	23	21	power	power	NOUN
fbem-11469	23	22	for	for	ADP
fbem-11469	23	23	economic	economic	ADJ
fbem-11469	23	24	growth	growth	NOUN
fbem-11469	23	25	.	.	PUNCT
fbem-11469	24	1	the	the	DET
fbem-11469	24	2	development	development	NOUN
fbem-11469	24	3	of	of	ADP
fbem-11469	24	4	the	the	DET
fbem-11469	24	5	digital	digital	ADJ
fbem-11469	24	6	economy	economy	NOUN
fbem-11469	24	7	has	have	AUX
fbem-11469	24	8	brought	bring	VERB
fbem-11469	24	9	new	new	ADJ
fbem-11469	24	10	business	business	NOUN
fbem-11469	24	11	models	model	NOUN
fbem-11469	24	12	that	that	PRON
fbem-11469	24	13	have	have	AUX
fbem-11469	24	14	revolutionized	revolutionize	VERB
fbem-11469	24	15	consumption	consumption	NOUN
fbem-11469	24	16	and	and	CCONJ
fbem-11469	24	17	promoted	promote	VERB
fbem-11469	24	18	the	the	DET
fbem-11469	24	19	further	further	ADJ
fbem-11469	24	20	upgrading	upgrading	NOUN
fbem-11469	24	21	of	of	ADP
fbem-11469	24	22	consumption	consumption	NOUN
fbem-11469	24	23	.	.	PUNCT
fbem-11469	25	1	research	research	NOUN
fbem-11469	25	2	on	on	ADP
fbem-11469	25	3	the	the	DET
fbem-11469	25	4	impact	impact	NOUN
fbem-11469	25	5	of	of	ADP
fbem-11469	25	6	the	the	DET
fbem-11469	25	7	digital	digital	ADJ
fbem-11469	25	8	economy	economy	NOUN
fbem-11469	25	9	on	on	ADP
fbem-11469	25	10	residents	resident	NOUN
fbem-11469	25	11	'	'	PART
fbem-11469	25	12	consumption	consumption	NOUN
fbem-11469	25	13	upgrading	upgrading	NOUN
fbem-11469	25	14	is	be	AUX
fbem-11469	25	15	relatively	relatively	ADV
fbem-11469	25	16	rich	rich	ADJ
fbem-11469	25	17	,	,	PUNCT
fbem-11469	25	18	and	and	CCONJ
fbem-11469	25	19	relevant	relevant	ADJ
fbem-11469	25	20	literature	literature	NOUN
fbem-11469	25	21	has	have	AUX
fbem-11469	25	22	carried	carry	VERB
fbem-11469	25	23	out	out	ADP
fbem-11469	25	24	a	a	DET
fbem-11469	25	25	lot	lot	NOUN
fbem-11469	25	26	of	of	ADP
fbem-11469	25	27	discussion	discussion	NOUN
fbem-11469	25	28	and	and	CCONJ
fbem-11469	25	29	research	research	NOUN
fbem-11469	25	30	in	in	ADP
fbem-11469	25	31	both	both	DET
fbem-11469	25	32	theory	theory	NOUN
fbem-11469	25	33	and	and	CCONJ
fbem-11469	25	34	empirical	empirical	ADJ
fbem-11469	25	35	evidence	evidence	NOUN
fbem-11469	25	36	.	.	PUNCT
fbem-11469	26	1	in	in	ADP
fbem-11469	26	2	terms	term	NOUN
fbem-11469	26	3	of	of	ADP
fbem-11469	26	4	theory	theory	NOUN
fbem-11469	26	5	,	,	PUNCT
fbem-11469	26	6	quiet	quiet	ADJ
fbem-11469	26	7	(	(	PUNCT
fbem-11469	26	8	2020	2020	NUM
fbem-11469	26	9	)	)	PUNCT
fbem-11469	26	10	,	,	PUNCT
fbem-11469	26	11	based	base	VERB
fbem-11469	26	12	on	on	ADP
fbem-11469	26	13	the	the	DET
fbem-11469	26	14	perspective	perspective	NOUN
fbem-11469	26	15	of	of	ADP
fbem-11469	26	16	the	the	DET
fbem-11469	26	17	internet	internet	NOUN
fbem-11469	26	18	industry	industry	NOUN
fbem-11469	26	19	,	,	PUNCT
fbem-11469	26	20	points	point	VERB
fbem-11469	26	21	out	out	ADP
fbem-11469	26	22	that	that	SCONJ
fbem-11469	26	23	internet	internet	NOUN
fbem-11469	26	24	finance	finance	NOUN
fbem-11469	26	25	has	have	AUX
fbem-11469	26	26	generated	generate	VERB
fbem-11469	26	27	new	new	ADJ
fbem-11469	26	28	consumer	consumer	NOUN
fbem-11469	26	29	demand	demand	NOUN
fbem-11469	26	30	through	through	ADP
fbem-11469	26	31	innovative	innovative	ADJ
fbem-11469	26	32	supply	supply	NOUN
fbem-11469	26	33	,	,	PUNCT
fbem-11469	26	34	which	which	PRON
fbem-11469	26	35	has	have	AUX
fbem-11469	26	36	substantially	substantially	ADV
fbem-11469	26	37	changed	change	VERB
fbem-11469	26	38	the	the	DET
fbem-11469	26	39	consumption	consumption	NOUN
fbem-11469	26	40	pattern	pattern	NOUN
fbem-11469	26	41	of	of	ADP
fbem-11469	26	42	residents	resident	NOUN
fbem-11469	26	43	,	,	PUNCT
fbem-11469	26	44	not	not	PART
fbem-11469	26	45	only	only	ADV
fbem-11469	26	46	increasing	increase	VERB
fbem-11469	26	47	the	the	DET
fbem-11469	26	48	convenience	convenience	NOUN
fbem-11469	26	49	of	of	ADP
fbem-11469	26	50	consumption	consumption	NOUN
fbem-11469	26	51	,	,	PUNCT
fbem-11469	26	52	but	but	CCONJ
fbem-11469	26	53	also	also	ADV
fbem-11469	26	54	lowering	lower	VERB
fbem-11469	26	55	the	the	DET
fbem-11469	26	56	threshold	threshold	NOUN
fbem-11469	26	57	of	of	ADP
fbem-11469	26	58	access	access	NOUN
fbem-11469	26	59	for	for	ADP
fbem-11469	26	60	the	the	DET
fbem-11469	26	61	use	use	NOUN
fbem-11469	26	62	of	of	ADP
fbem-11469	26	63	the	the	DET
fbem-11469	26	64	population	population	NOUN
fbem-11469	26	65	.	.	PUNCT
fbem-11469	27	1	ma	ma	PROPN
fbem-11469	27	2	xiangpin	xiangpin	PROPN
fbem-11469	27	3	(	(	PUNCT
fbem-11469	27	4	2020	2020	NUM
fbem-11469	27	5	)	)	PUNCT
fbem-11469	27	6	unfolded	unfold	VERB
fbem-11469	27	7	from	from	ADP
fbem-11469	27	8	the	the	DET
fbem-11469	27	9	new	new	ADJ
fbem-11469	27	10	characteristics	characteristic	NOUN
fbem-11469	27	11	of	of	ADP
fbem-11469	27	12	residents	resident	NOUN
fbem-11469	27	13	'	'	PART
fbem-11469	27	14	consumption	consumption	NOUN
fbem-11469	27	15	,	,	PUNCT
fbem-11469	27	16	in	in	ADP
fbem-11469	27	17	the	the	DET
fbem-11469	27	18	age	age	NOUN
fbem-11469	27	19	of	of	ADP
fbem-11469	27	20	informationization	informationization	NOUN
fbem-11469	27	21	,	,	PUNCT
fbem-11469	27	22	the	the	DET
fbem-11469	27	23	development	development	NOUN
fbem-11469	27	24	of	of	ADP
fbem-11469	27	25	digital	digital	ADJ
fbem-11469	27	26	economy	economy	NOUN
fbem-11469	27	27	accompanied	accompany	VERB
fbem-11469	27	28	by	by	ADP
fbem-11469	27	29	technological	technological	ADJ
fbem-11469	27	30	progress	progress	NOUN
fbem-11469	27	31	and	and	CCONJ
fbem-11469	27	32	innovation	innovation	NOUN
fbem-11469	27	33	promotes	promote	VERB
fbem-11469	27	34	the	the	DET
fbem-11469	27	35	cyclic	cyclic	ADJ
fbem-11469	27	36	upgrading	upgrading	NOUN
fbem-11469	27	37	between	between	ADP
fbem-11469	27	38	the	the	DET
fbem-11469	27	39	mode	mode	NOUN
fbem-11469	27	40	of	of	ADP
fbem-11469	27	41	production	production	NOUN
fbem-11469	27	42	and	and	CCONJ
fbem-11469	27	43	residents	resident	NOUN
fbem-11469	27	44	'	'	PART
fbem-11469	27	45	consumption	consumption	NOUN
fbem-11469	27	46	.	.	PUNCT
fbem-11469	28	1	based	base	VERB
fbem-11469	28	2	on	on	ADP
fbem-11469	28	3	the	the	DET
fbem-11469	28	4	perspective	perspective	NOUN
fbem-11469	28	5	of	of	ADP
fbem-11469	28	6	consumer	consumer	NOUN
fbem-11469	28	7	behavior	behavior	NOUN
fbem-11469	28	8	,	,	PUNCT
fbem-11469	28	9	liu	liu	PROPN
fbem-11469	28	10	rongting	rongting	NOUN
fbem-11469	28	11	(	(	PUNCT
fbem-11469	28	12	2019	2019	NUM
fbem-11469	28	13	)	)	PUNCT
fbem-11469	28	14	analyzed	analyze	VERB
fbem-11469	28	15	and	and	CCONJ
fbem-11469	28	16	found	find	VERB
fbem-11469	28	17	that	that	SCONJ
fbem-11469	28	18	the	the	DET
fbem-11469	28	19	consumption	consumption	NOUN
fbem-11469	28	20	behavior	behavior	NOUN
fbem-11469	28	21	of	of	ADP
fbem-11469	28	22	china	china	PROPN
fbem-11469	28	23	's	's	PART
fbem-11469	28	24	residents	resident	NOUN
fbem-11469	28	25	under	under	ADP
fbem-11469	28	26	the	the	DET
fbem-11469	28	27	network	network	NOUN
fbem-11469	28	28	economy	economy	NOUN
fbem-11469	28	29	will	will	AUX
fbem-11469	28	30	appear	appear	VERB
fbem-11469	28	31	new	new	ADJ
fbem-11469	28	32	characteristics	characteristic	NOUN
fbem-11469	28	33	such	such	ADJ
fbem-11469	28	34	as	as	ADP
fbem-11469	28	35	the	the	DET
fbem-11469	28	36	locking	locking	NOUN
fbem-11469	28	37	of	of	ADP
fbem-11469	28	38	consumption	consumption	NOUN
fbem-11469	28	39	information	information	NOUN
fbem-11469	28	40	and	and	CCONJ
fbem-11469	28	41	the	the	DET
fbem-11469	28	42	self	self	NOUN
fbem-11469	28	43	-	-	PUNCT
fbem-11469	28	44	expansion	expansion	NOUN
fbem-11469	28	45	of	of	ADP
fbem-11469	28	46	the	the	DET
fbem-11469	28	47	consumption	consumption	NOUN
fbem-11469	28	48	scale	scale	NOUN
fbem-11469	28	49	,	,	PUNCT
fbem-11469	28	50	indicating	indicate	VERB
fbem-11469	28	51	that	that	SCONJ
fbem-11469	28	52	the	the	DET
fbem-11469	28	53	network	network	NOUN
fbem-11469	28	54	economy	economy	NOUN
fbem-11469	28	55	has	have	VERB
fbem-11469	28	56	a	a	DET
fbem-11469	28	57	promotional	promotional	ADJ
fbem-11469	28	58	effect	effect	NOUN
fbem-11469	28	59	on	on	ADP
fbem-11469	28	60	consumption	consumption	NOUN
fbem-11469	28	61	.	.	PUNCT
fbem-11469	29	1	empirically	empirically	ADV
fbem-11469	29	2	,	,	PUNCT
fbem-11469	29	3	yi	yi	PROPN
fbem-11469	29	4	xingjian	xingjian	NOUN
fbem-11469	29	5	and	and	CCONJ
fbem-11469	29	6	zhou	zhou	PROPN
fbem-11469	29	7	li	li	PROPN
fbem-11469	29	8	(	(	PUNCT
fbem-11469	29	9	2018	2018	NUM
fbem-11469	29	10	)	)	PUNCT
fbem-11469	29	11	,	,	PUNCT
fbem-11469	29	12	from	from	ADP
fbem-11469	29	13	the	the	DET
fbem-11469	29	14	micro	micro	PROPN
fbem-11469	29	15	perspective	perspective	PROPN
fbem-11469	29	16	,	,	PUNCT
fbem-11469	29	17	found	find	VERB
fbem-11469	29	18	that	that	SCONJ
fbem-11469	29	19	china	china	PROPN
fbem-11469	29	20	's	's	PART
fbem-11469	29	21	digital	digital	PROPN
fbem-11469	29	22	hpf	hpf	PROPN
fbem-11469	29	23	significantly	significantly	ADV
fbem-11469	29	24	promotes	promote	VERB
fbem-11469	29	25	residents	resident	NOUN
fbem-11469	29	26	'	'	PART
fbem-11469	29	27	consumption	consumption	NOUN
fbem-11469	29	28	by	by	ADP
fbem-11469	29	29	alleviating	alleviate	VERB
fbem-11469	29	30	liquidity	liquidity	NOUN
fbem-11469	29	31	constraints	constraint	NOUN
fbem-11469	29	32	and	and	CCONJ
fbem-11469	29	33	facilitating	facilitate	VERB
fbem-11469	29	34	payments	payment	NOUN
fbem-11469	29	35	.	.	PUNCT
fbem-11469	30	1	zhu	zhu	PROPN
fbem-11469	30	2	zhongkun	zhongkun	PROPN
fbem-11469	30	3	(	(	PUNCT
fbem-11469	30	4	2020	2020	NUM
fbem-11469	30	5	)	)	PUNCT
fbem-11469	30	6	,	,	PUNCT
fbem-11469	30	7	based	base	VERB
fbem-11469	30	8	on	on	ADP
fbem-11469	30	9	css2015	css2015	NOUN
fbem-11469	30	10	data	datum	NOUN
fbem-11469	30	11	,	,	PUNCT
fbem-11469	30	12	empirically	empirically	ADV
fbem-11469	30	13	examined	examine	VERB
fbem-11469	30	14	whether	whether	SCONJ
fbem-11469	30	15	the	the	DET
fbem-11469	30	16	consumption	consumption	NOUN
fbem-11469	30	17	potential	potential	NOUN
fbem-11469	30	18	is	be	AUX
fbem-11469	30	19	released	release	VERB
fbem-11469	30	20	and	and	CCONJ
fbem-11469	30	21	whether	whether	SCONJ
fbem-11469	30	22	the	the	DET
fbem-11469	30	23	consumption	consumption	NOUN
fbem-11469	30	24	structure	structure	NOUN
fbem-11469	30	25	is	be	AUX
fbem-11469	30	26	optimized	optimize	VERB
fbem-11469	30	27	at	at	ADP
fbem-11469	30	28	two	two	NUM
fbem-11469	30	29	levels	level	NOUN
fbem-11469	30	30	,	,	PUNCT
fbem-11469	30	31	and	and	CCONJ
fbem-11469	30	32	found	find	VERB
fbem-11469	30	33	that	that	SCONJ
fbem-11469	30	34	internet	internet	NOUN
fbem-11469	30	35	skills	skill	NOUN
fbem-11469	30	36	have	have	VERB
fbem-11469	30	37	a	a	DET
fbem-11469	30	38	significant	significant	ADJ
fbem-11469	30	39	role	role	NOUN
fbem-11469	30	40	in	in	ADP
fbem-11469	30	41	promoting	promote	VERB
fbem-11469	30	42	the	the	DET
fbem-11469	30	43	consumption	consumption	NOUN
fbem-11469	30	44	upgrading	upgrading	NOUN
fbem-11469	30	45	of	of	ADP
fbem-11469	30	46	rural	rural	ADJ
fbem-11469	30	47	residents	resident	NOUN
fbem-11469	30	48	.	.	PUNCT
fbem-11469	31	1	there	there	PRON
fbem-11469	31	2	have	have	AUX
fbem-11469	31	3	been	be	AUX
fbem-11469	31	4	many	many	ADJ
fbem-11469	31	5	explorations	exploration	NOUN
fbem-11469	31	6	by	by	ADP
fbem-11469	31	7	scholars	scholar	NOUN
fbem-11469	31	8	on	on	ADP
fbem-11469	31	9	the	the	DET
fbem-11469	31	10	mechanism	mechanism	NOUN
fbem-11469	31	11	and	and	CCONJ
fbem-11469	31	12	path	path	NOUN
fbem-11469	31	13	of	of	ADP
fbem-11469	31	14	the	the	DET
fbem-11469	31	15	digital	digital	ADJ
fbem-11469	31	16	economy	economy	NOUN
fbem-11469	31	17	to	to	PART
fbem-11469	31	18	promote	promote	VERB
fbem-11469	31	19	residents	resident	NOUN
fbem-11469	31	20	'	'	PART
fbem-11469	31	21	consumption	consumption	NOUN
fbem-11469	31	22	upgrading	upgrading	NOUN
fbem-11469	31	23	.	.	PUNCT
fbem-11469	32	1	first	first	ADV
fbem-11469	32	2	,	,	PUNCT
fbem-11469	32	3	the	the	DET
fbem-11469	32	4	digital	digital	ADJ
fbem-11469	32	5	economy	economy	NOUN
fbem-11469	32	6	promotes	promote	VERB
fbem-11469	32	7	consumption	consumption	NOUN
fbem-11469	32	8	upgrading	upgrading	NOUN
fbem-11469	32	9	by	by	ADP
fbem-11469	32	10	reducing	reduce	VERB
fbem-11469	32	11	consumption	consumption	NOUN
fbem-11469	32	12	costs	cost	NOUN
fbem-11469	32	13	.	.	PUNCT
fbem-11469	33	1	compared	compare	VERB
fbem-11469	33	2	with	with	ADP
fbem-11469	33	3	the	the	DET
fbem-11469	33	4	traditional	traditional	ADJ
fbem-11469	33	5	business	business	NOUN
fbem-11469	33	6	model	model	NOUN
fbem-11469	33	7	,	,	PUNCT
fbem-11469	33	8	the	the	DET
fbem-11469	33	9	internet	internet	NOUN
fbem-11469	33	10	financial	financial	ADJ
fbem-11469	33	11	consumption	consumption	NOUN
fbem-11469	33	12	model	model	NOUN
fbem-11469	33	13	avoids	avoid	VERB
fbem-11469	33	14	the	the	DET
fbem-11469	33	15	information	information	NOUN
fbem-11469	33	16	asymmetry	asymmetry	NOUN
fbem-11469	33	17	between	between	ADP
fbem-11469	33	18	the	the	DET
fbem-11469	33	19	supply	supply	NOUN
fbem-11469	33	20	and	and	CCONJ
fbem-11469	33	21	demand	demand	NOUN
fbem-11469	33	22	sides	side	NOUN
fbem-11469	33	23	,	,	PUNCT
fbem-11469	33	24	thus	thus	ADV
fbem-11469	33	25	effectively	effectively	ADV
fbem-11469	33	26	reducing	reduce	VERB
fbem-11469	33	27	the	the	DET
fbem-11469	33	28	cost	cost	NOUN
fbem-11469	33	29	of	of	ADP
fbem-11469	33	30	sales	sale	NOUN
fbem-11469	33	31	and	and	CCONJ
fbem-11469	33	32	the	the	DET
fbem-11469	33	33	final	final	ADJ
fbem-11469	33	34	transaction	transaction	NOUN
fbem-11469	33	35	price	price	NOUN
fbem-11469	33	36	(	(	PUNCT
fbem-11469	33	37	li	li	PROPN
fbem-11469	33	38	xuyang	xuyang	PROPN
fbem-11469	33	39	,	,	PUNCT
fbem-11469	33	40	li	li	PROPN
fbem-11469	33	41	tongping	tongpe	VERB
fbem-11469	33	42	et	et	PROPN
fbem-11469	33	43	al	al	PROPN
fbem-11469	33	44	.	.	PROPN
fbem-11469	33	45	,	,	PUNCT
fbem-11469	33	46	2019	2019	NUM
fbem-11469	33	47	)	)	PUNCT
fbem-11469	33	48	.	.	PUNCT
fbem-11469	34	1	second	second	ADV
fbem-11469	34	2	,	,	PUNCT
fbem-11469	34	3	the	the	DET
fbem-11469	34	4	demand	demand	NOUN
fbem-11469	34	5	side	side	NOUN
fbem-11469	34	6	aspect	aspect	NOUN
fbem-11469	34	7	promotes	promote	VERB
fbem-11469	34	8	consumption	consumption	NOUN
fbem-11469	34	9	upgrading	upgrading	NOUN
fbem-11469	34	10	.	.	PUNCT
fbem-11469	35	1	the	the	DET
fbem-11469	35	2	internet	internet	NOUN
fbem-11469	35	3	has	have	VERB
fbem-11469	35	4	an	an	DET
fbem-11469	35	5	impact	impact	NOUN
fbem-11469	35	6	on	on	ADP
fbem-11469	35	7	traditional	traditional	ADJ
fbem-11469	35	8	consumer	consumer	NOUN
fbem-11469	35	9	behavior	behavior	NOUN
fbem-11469	35	10	by	by	ADP
fbem-11469	35	11	changing	change	VERB
fbem-11469	35	12	consumer	consumer	NOUN
fbem-11469	35	13	behavioral	behavioral	ADJ
fbem-11469	35	14	decisions	decision	NOUN
fbem-11469	35	15	(	(	PUNCT
fbem-11469	35	16	he	he	PRON
fbem-11469	35	17	zongyue	zongyue	NOUN
fbem-11469	35	18	,	,	PUNCT
fbem-11469	35	19	song	song	NOUN
fbem-11469	35	20	xuguang	xuguang	PROPN
fbem-11469	35	21	,	,	PUNCT
fbem-11469	35	22	2020	2020	NUM
fbem-11469	35	23	)	)	PUNCT
fbem-11469	35	24	.	.	PUNCT
fbem-11469	36	1	li	li	PROPN
fbem-11469	36	2	jikai	jikai	PROPN
fbem-11469	36	3	and	and	CCONJ
fbem-11469	36	4	yin	yin	PROPN
fbem-11469	36	5	yuting	yute	VERB
fbem-11469	36	6	(	(	PUNCT
fbem-11469	36	7	2020	2020	NUM
fbem-11469	36	8	)	)	PUNCT
fbem-11469	36	9	argue	argue	VERB
fbem-11469	36	10	that	that	SCONJ
fbem-11469	36	11	the	the	DET
fbem-11469	36	12	digital	digital	ADJ
fbem-11469	36	13	economy	economy	NOUN
fbem-11469	36	14	provides	provide	VERB
fbem-11469	36	15	direction	direction	NOUN
fbem-11469	36	16	for	for	ADP
fbem-11469	36	17	changes	change	NOUN
fbem-11469	36	18	in	in	ADP
fbem-11469	36	19	residential	residential	ADJ
fbem-11469	36	20	consumption	consumption	NOUN
fbem-11469	36	21	by	by	ADP
fbem-11469	36	22	influencing	influence	VERB
fbem-11469	36	23	changes	change	NOUN
fbem-11469	36	24	in	in	ADP
fbem-11469	36	25	the	the	DET
fbem-11469	36	26	dominant	dominant	ADJ
fbem-11469	36	27	level	level	NOUN
fbem-11469	36	28	of	of	ADP
fbem-11469	36	29	the	the	DET
fbem-11469	36	30	demand	demand	NOUN
fbem-11469	36	31	side	side	NOUN
fbem-11469	36	32	.	.	PUNCT
fbem-11469	37	1	thirdly	thirdly	ADV
fbem-11469	37	2	,	,	PUNCT
fbem-11469	37	3	it	it	PRON
fbem-11469	37	4	promotes	promote	VERB
fbem-11469	37	5	consumption	consumption	NOUN
fbem-11469	37	6	upgrading	upgrading	NOUN
fbem-11469	37	7	from	from	ADP
fbem-11469	37	8	the	the	DET
fbem-11469	37	9	supply	supply	NOUN
fbem-11469	37	10	side	side	NOUN
fbem-11469	37	11	.	.	PUNCT
fbem-11469	38	1	the	the	DET
fbem-11469	38	2	digital	digital	ADJ
fbem-11469	38	3	transformation	transformation	NOUN
fbem-11469	38	4	of	of	ADP
fbem-11469	38	5	traditional	traditional	ADJ
fbem-11469	38	6	industries	industry	NOUN
fbem-11469	38	7	and	and	CCONJ
fbem-11469	38	8	the	the	DET
fbem-11469	38	9	deepening	deepening	NOUN
fbem-11469	38	10	of	of	ADP
fbem-11469	38	11	china	china	PROPN
fbem-11469	38	12	's	's	PART
fbem-11469	38	13	supply	supply	NOUN
fbem-11469	38	14	-	-	PUNCT
fbem-11469	38	15	side	side	NOUN
fbem-11469	38	16	structural	structural	ADJ
fbem-11469	38	17	reform	reform	NOUN
fbem-11469	38	18	have	have	AUX
fbem-11469	38	19	effectively	effectively	ADV
fbem-11469	38	20	solved	solve	VERB
fbem-11469	38	21	the	the	DET
fbem-11469	38	22	problems	problem	NOUN
fbem-11469	38	23	of	of	ADP
fbem-11469	38	24	massive	massive	ADJ
fbem-11469	38	25	overcapacity	overcapacity	NOUN
fbem-11469	38	26	,	,	PUNCT
fbem-11469	38	27	excessive	excessive	ADJ
fbem-11469	38	28	competition	competition	NOUN
fbem-11469	38	29	and	and	CCONJ
fbem-11469	38	30	ineffective	ineffective	ADJ
fbem-11469	38	31	supply	supply	NOUN
fbem-11469	38	32	in	in	ADP
fbem-11469	38	33	low	low	ADJ
fbem-11469	38	34	segments	segment	NOUN
fbem-11469	38	35	.	.	PUNCT
fbem-11469	39	1	with	with	ADP
fbem-11469	39	2	the	the	DET
fbem-11469	39	3	deepening	deepening	NOUN
fbem-11469	39	4	of	of	ADP
fbem-11469	39	5	supply	supply	NOUN
fbem-11469	39	6	-	-	PUNCT
fbem-11469	39	7	side	side	NOUN
fbem-11469	39	8	structural	structural	ADJ
fbem-11469	39	9	reform	reform	NOUN
fbem-11469	39	10	,	,	PUNCT
fbem-11469	39	11	the	the	DET
fbem-11469	39	12	products	product	NOUN
fbem-11469	39	13	and	and	CCONJ
fbem-11469	39	14	services	service	NOUN
fbem-11469	39	15	provided	provide	VERB
fbem-11469	39	16	by	by	ADP
fbem-11469	39	17	enterprises	enterprise	NOUN
fbem-11469	39	18	can	can	AUX
fbem-11469	39	19	effectively	effectively	ADV
fbem-11469	39	20	meet	meet	VERB
fbem-11469	39	21	consumer	consumer	NOUN
fbem-11469	39	22	demand	demand	NOUN
fbem-11469	39	23	,	,	PUNCT
fbem-11469	39	24	realizing	realize	VERB
fbem-11469	39	25	the	the	DET
fbem-11469	39	26	precise	precise	ADJ
fbem-11469	39	27	matching	matching	NOUN
fbem-11469	39	28	of	of	ADP
fbem-11469	39	29	supply	supply	NOUN
fbem-11469	39	30	and	and	CCONJ
fbem-11469	39	31	demand	demand	NOUN
fbem-11469	39	32	,	,	PUNCT
fbem-11469	39	33	thus	thus	ADV
fbem-11469	39	34	promoting	promote	VERB
fbem-11469	39	35	consumption	consumption	NOUN
fbem-11469	39	36	upgrading	upgrading	NOUN
fbem-11469	39	37	and	and	CCONJ
fbem-11469	39	38	realizing	realize	VERB
fbem-11469	39	39	a	a	DET
fbem-11469	39	40	virtuous	virtuous	ADJ
fbem-11469	39	41	cycle	cycle	NOUN
fbem-11469	39	42	of	of	ADP
fbem-11469	39	43	economic	economic	ADJ
fbem-11469	39	44	operation	operation	NOUN
fbem-11469	39	45	(	(	PUNCT
fbem-11469	39	46	lv	lv	PROPN
fbem-11469	39	47	tie	tie	NOUN
fbem-11469	39	48	,	,	PUNCT
fbem-11469	39	49	2019	2019	NUM
fbem-11469	39	50	)	)	PUNCT
fbem-11469	39	51	.	.	PUNCT
fbem-11469	40	1	shi	shi	PROPN
fbem-11469	40	2	bo	bo	PROPN
fbem-11469	40	3	(	(	PUNCT
fbem-11469	40	4	2020	2020	NUM
fbem-11469	40	5	)	)	PUNCT
fbem-11469	40	6	believes	believe	VERB
fbem-11469	40	7	that	that	SCONJ
fbem-11469	40	8	artificial	artificial	ADJ
fbem-11469	40	9	intelligence	intelligence	NOUN
fbem-11469	40	10	will	will	AUX
fbem-11469	40	11	accelerate	accelerate	VERB
fbem-11469	40	12	green	green	ADJ
fbem-11469	40	13	consumption	consumption	NOUN
fbem-11469	40	14	and	and	CCONJ
fbem-11469	40	15	intelligent	intelligent	ADJ
fbem-11469	40	16	consumption	consumption	NOUN
fbem-11469	40	17	to	to	PART
fbem-11469	40	18	guide	guide	VERB
fbem-11469	40	19	industrial	industrial	ADJ
fbem-11469	40	20	upgrading	upgrading	NOUN
fbem-11469	40	21	,	,	PUNCT
fbem-11469	40	22	improve	improve	VERB
fbem-11469	40	23	the	the	DET
fbem-11469	40	24	quality	quality	NOUN
fbem-11469	40	25	of	of	ADP
fbem-11469	40	26	education	education	NOUN
fbem-11469	40	27	and	and	CCONJ
fbem-11469	40	28	medical	medical	ADJ
fbem-11469	40	29	consumption	consumption	NOUN
fbem-11469	40	30	,	,	PUNCT
fbem-11469	40	31	create	create	VERB
fbem-11469	40	32	conditions	condition	NOUN
fbem-11469	40	33	for	for	ADP
fbem-11469	40	34	cultivating	cultivate	VERB
fbem-11469	40	35	high	high	ADJ
fbem-11469	40	36	-	-	PUNCT
fbem-11469	40	37	end	end	NOUN
fbem-11469	40	38	factors	factor	NOUN
fbem-11469	40	39	of	of	ADP
fbem-11469	40	40	production	production	NOUN
fbem-11469	40	41	,	,	PUNCT
fbem-11469	40	42	drive	drive	VERB
fbem-11469	40	43	consumption	consumption	NOUN
fbem-11469	40	44	upgrading	upgrading	NOUN
fbem-11469	40	45	and	and	CCONJ
fbem-11469	40	46	help	help	VERB
fbem-11469	40	47	high	high	ADJ
fbem-11469	40	48	-	-	PUNCT
fbem-11469	40	49	quality	quality	NOUN
fbem-11469	40	50	development	development	NOUN
fbem-11469	40	51	.	.	PUNCT
fbem-11469	41	1	in	in	ADP
fbem-11469	41	2	summary	summary	NOUN
fbem-11469	41	3	,	,	PUNCT
fbem-11469	41	4	research	research	NOUN
fbem-11469	41	5	on	on	ADP
fbem-11469	41	6	the	the	DET
fbem-11469	41	7	impact	impact	NOUN
fbem-11469	41	8	of	of	ADP
fbem-11469	41	9	digital	digital	ADJ
fbem-11469	41	10	economic	economic	ADJ
fbem-11469	41	11	development	development	NOUN
fbem-11469	41	12	on	on	ADP
fbem-11469	41	13	residents	resident	NOUN
fbem-11469	41	14	'	'	PART
fbem-11469	41	15	consumption	consumption	NOUN
fbem-11469	41	16	upgrading	upgrading	NOUN
fbem-11469	41	17	has	have	AUX
fbem-11469	41	18	been	be	AUX
fbem-11469	41	19	relatively	relatively	ADV
fbem-11469	41	20	abundant	abundant	ADJ
fbem-11469	41	21	,	,	PUNCT
fbem-11469	41	22	but	but	CCONJ
fbem-11469	41	23	no	no	DET
fbem-11469	41	24	consensus	consensus	NOUN
fbem-11469	41	25	has	have	AUX
fbem-11469	41	26	been	be	AUX
fbem-11469	41	27	reached	reach	VERB
fbem-11469	41	28	on	on	ADP
fbem-11469	41	29	how	how	SCONJ
fbem-11469	41	30	the	the	DET
fbem-11469	41	31	digital	digital	ADJ
fbem-11469	41	32	economy	economy	NOUN
fbem-11469	41	33	promotes	promote	VERB
fbem-11469	41	34	residents	resident	NOUN
fbem-11469	41	35	'	'	PART
fbem-11469	41	36	consumption	consumption	NOUN
fbem-11469	41	37	.	.	PUNCT
fbem-11469	42	1	this	this	DET
fbem-11469	42	2	paper	paper	NOUN
fbem-11469	42	3	tries	try	VERB
fbem-11469	42	4	to	to	PART
fbem-11469	42	5	empirically	empirically	ADV
fbem-11469	42	6	test	test	VERB
fbem-11469	42	7	whether	whether	SCONJ
fbem-11469	42	8	the	the	DET
fbem-11469	42	9	development	development	NOUN
fbem-11469	42	10	of	of	ADP
fbem-11469	42	11	digital	digital	ADJ
fbem-11469	42	12	economy	economy	NOUN
fbem-11469	42	13	promotes	promote	VERB
fbem-11469	42	14	residents	resident	NOUN
fbem-11469	42	15	'	'	PART
fbem-11469	42	16	consumption	consumption	NOUN
fbem-11469	42	17	upgrading	upgrading	NOUN
fbem-11469	42	18	from	from	ADP
fbem-11469	42	19	the	the	DET
fbem-11469	42	20	perspective	perspective	NOUN
fbem-11469	42	21	of	of	ADP
fbem-11469	42	22	technological	technological	ADJ
fbem-11469	42	23	innovation	innovation	NOUN
fbem-11469	42	24	,	,	PUNCT
fbem-11469	42	25	and	and	CCONJ
fbem-11469	42	26	further	far	ADV
fbem-11469	42	27	analyzes	analyze	VERB
fbem-11469	42	28	the	the	DET
fbem-11469	42	29	transmission	transmission	NOUN
fbem-11469	42	30	mechanism	mechanism	NOUN
fbem-11469	42	31	of	of	ADP
fbem-11469	42	32	this	this	DET
fbem-11469	42	33	impact	impact	NOUN
fbem-11469	42	34	by	by	ADP
fbem-11469	42	35	using	use	VERB
fbem-11469	42	36	the	the	DET
fbem-11469	42	37	mediation	mediation	NOUN
fbem-11469	42	38	effect	effect	NOUN
fbem-11469	42	39	model	model	NOUN
fbem-11469	42	40	.	.	PUNCT
fbem-11469	43	1	the	the	DET
fbem-11469	43	2	marginal	marginal	ADJ
fbem-11469	43	3	contribution	contribution	NOUN
fbem-11469	43	4	is	be	AUX
fbem-11469	43	5	mainly	mainly	ADV
fbem-11469	43	6	reflected	reflect	VERB
fbem-11469	43	7	in	in	ADP
fbem-11469	43	8	the	the	DET
fbem-11469	43	9	following	follow	VERB
fbem-11469	43	10	aspects	aspect	NOUN
fbem-11469	43	11	:	:	PUNCT
fbem-11469	43	12	first	first	ADV
fbem-11469	43	13	,	,	PUNCT
fbem-11469	43	14	it	it	PRON
fbem-11469	43	15	empirically	empirically	ADV
fbem-11469	43	16	explores	explore	VERB
fbem-11469	43	17	the	the	DET
fbem-11469	43	18	marginal	marginal	ADJ
fbem-11469	43	19	effect	effect	NOUN
fbem-11469	43	20	of	of	ADP
fbem-11469	43	21	the	the	DET
fbem-11469	43	22	impact	impact	NOUN
fbem-11469	43	23	of	of	ADP
fbem-11469	43	24	digital	digital	ADJ
fbem-11469	43	25	economic	economic	ADJ
fbem-11469	43	26	development	development	NOUN
fbem-11469	43	27	on	on	ADP
fbem-11469	43	28	the	the	DET
fbem-11469	43	29	upgrading	upgrading	NOUN
fbem-11469	43	30	of	of	ADP
fbem-11469	43	31	residents	resident	NOUN
fbem-11469	43	32	'	'	PART
fbem-11469	43	33	consumption	consumption	NOUN
fbem-11469	43	34	in	in	ADP
fbem-11469	43	35	different	different	ADJ
fbem-11469	43	36	regions	region	NOUN
fbem-11469	43	37	,	,	PUNCT
fbem-11469	43	38	which	which	PRON
fbem-11469	43	39	provides	provide	VERB
fbem-11469	43	40	a	a	DET
fbem-11469	43	41	theoretical	theoretical	ADJ
fbem-11469	43	42	basis	basis	NOUN
fbem-11469	43	43	for	for	ADP
fbem-11469	43	44	realizing	realize	VERB
fbem-11469	43	45	the	the	DET
fbem-11469	43	46	upgrading	upgrading	NOUN
fbem-11469	43	47	of	of	ADP
fbem-11469	43	48	residents	resident	NOUN
fbem-11469	43	49	'	'	PART
fbem-11469	43	50	consumption	consumption	NOUN
fbem-11469	43	51	in	in	ADP
fbem-11469	43	52	different	different	ADJ
fbem-11469	43	53	regions	region	NOUN
fbem-11469	43	54	;	;	PUNCT
fbem-11469	43	55	second	second	X
fbem-11469	43	56	,	,	PUNCT
fbem-11469	43	57	it	it	PRON
fbem-11469	43	58	explores	explore	VERB
fbem-11469	43	59	from	from	ADP
fbem-11469	43	60	the	the	DET
fbem-11469	43	61	perspective	perspective	NOUN
fbem-11469	43	62	of	of	ADP
fbem-11469	43	63	technological	technological	ADJ
fbem-11469	43	64	innovation	innovation	NOUN
fbem-11469	43	65	whether	whether	SCONJ
fbem-11469	43	66	there	there	PRON
fbem-11469	43	67	is	be	VERB
fbem-11469	43	68	a	a	DET
fbem-11469	43	69	mediation	mediation	NOUN
fbem-11469	43	70	effect	effect	NOUN
fbem-11469	43	71	in	in	ADP
fbem-11469	43	72	the	the	DET
fbem-11469	43	73	impact	impact	NOUN
fbem-11469	43	74	of	of	ADP
fbem-11469	43	75	the	the	DET
fbem-11469	43	76	digital	digital	ADJ
fbem-11469	43	77	economy	economy	NOUN
fbem-11469	43	78	on	on	ADP
fbem-11469	43	79	the	the	DET
fbem-11469	43	80	level	level	NOUN
fbem-11469	43	81	of	of	ADP
fbem-11469	43	82	residents	resident	NOUN
fbem-11469	43	83	'	'	PART
fbem-11469	43	84	consumption	consumption	NOUN
fbem-11469	43	85	with	with	ADP
fbem-11469	43	86	technological	technological	ADJ
fbem-11469	43	87	innovation	innovation	NOUN
fbem-11469	43	88	as	as	ADP
fbem-11469	43	89	the	the	DET
fbem-11469	43	90	mediating	mediate	VERB
fbem-11469	43	91	variable	variable	NOUN
fbem-11469	43	92	.	.	PUNCT
fbem-11469	44	1	by	by	ADP
fbem-11469	44	2	revealing	reveal	VERB
fbem-11469	44	3	the	the	DET
fbem-11469	44	4	intrinsic	intrinsic	ADJ
fbem-11469	44	5	mechanism	mechanism	NOUN
fbem-11469	44	6	of	of	ADP
fbem-11469	44	7	the	the	DET
fbem-11469	44	8	digital	digital	ADJ
fbem-11469	44	9	economy	economy	NOUN
fbem-11469	44	10	's	's	PART
fbem-11469	44	11	influence	influence	NOUN
fbem-11469	44	12	on	on	ADP
fbem-11469	44	13	residents	resident	NOUN
fbem-11469	44	14	'	'	PART
fbem-11469	44	15	consumption	consumption	NOUN
fbem-11469	44	16	upgrading	upgrading	NOUN
fbem-11469	44	17	,	,	PUNCT
fbem-11469	44	18	it	it	PRON
fbem-11469	44	19	deepens	deepen	VERB
fbem-11469	44	20	the	the	DET
fbem-11469	44	21	research	research	NOUN
fbem-11469	44	22	on	on	ADP
fbem-11469	44	23	the	the	DET
fbem-11469	44	24	relationship	relationship	NOUN
fbem-11469	44	25	between	between	ADP
fbem-11469	44	26	the	the	DET
fbem-11469	44	27	digital	digital	ADJ
fbem-11469	44	28	economy	economy	NOUN
fbem-11469	44	29	and	and	CCONJ
fbem-11469	44	30	consumption	consumption	NOUN
fbem-11469	44	31	,	,	PUNCT
fbem-11469	44	32	and	and	CCONJ
fbem-11469	44	33	further	far	ADV
fbem-11469	44	34	provides	provide	VERB
fbem-11469	44	35	empirical	empirical	ADJ
fbem-11469	44	36	reference	reference	NOUN
fbem-11469	44	37	and	and	CCONJ
fbem-11469	44	38	policy	policy	NOUN
fbem-11469	44	39	inspiration	inspiration	NOUN
fbem-11469	44	40	for	for	ADP
fbem-11469	44	41	promoting	promote	VERB
fbem-11469	44	42	the	the	DET
fbem-11469	44	43	stable	stable	ADJ
fbem-11469	44	44	and	and	CCONJ
fbem-11469	44	45	high	high	ADJ
fbem-11469	44	46	-	-	PUNCT
fbem-11469	44	47	speed	speed	NOUN
fbem-11469	44	48	development	development	NOUN
fbem-11469	44	49	of	of	ADP
fbem-11469	44	50	china	china	PROPN
fbem-11469	44	51	's	's	PART
fbem-11469	44	52	economy	economy	NOUN
fbem-11469	44	53	.	.	PUNCT
fbem-11469	45	1	3	3	X
fbem-11469	45	2	.	.	X
fbem-11469	45	3	theoretical	theoretical	ADJ
fbem-11469	45	4	analysis	analysis	NOUN
fbem-11469	45	5	and	and	CCONJ
fbem-11469	45	6	research	research	NOUN
fbem-11469	45	7	assumptions	assumption	NOUN
fbem-11469	45	8	before	before	ADP
fbem-11469	45	9	studying	study	VERB
fbem-11469	45	10	the	the	DET
fbem-11469	45	11	impact	impact	NOUN
fbem-11469	45	12	of	of	ADP
fbem-11469	45	13	digital	digital	ADJ
fbem-11469	45	14	economy	economy	NOUN
fbem-11469	45	15	on	on	ADP
fbem-11469	45	16	residents	resident	NOUN
fbem-11469	45	17	'	'	PART
fbem-11469	45	18	consumption	consumption	NOUN
fbem-11469	45	19	upgrading	upgrading	NOUN
fbem-11469	45	20	,	,	PUNCT
fbem-11469	45	21	we	we	PRON
fbem-11469	45	22	first	first	ADV
fbem-11469	45	23	define	define	VERB
fbem-11469	45	24	the	the	DET
fbem-11469	45	25	measurement	measurement	NOUN
fbem-11469	45	26	of	of	ADP
fbem-11469	45	27	residents	resident	NOUN
fbem-11469	45	28	'	'	PART
fbem-11469	45	29	consumption	consumption	NOUN
fbem-11469	45	30	upgrading	upgrading	NOUN
fbem-11469	45	31	.	.	PUNCT
fbem-11469	46	1	existing	exist	VERB
fbem-11469	46	2	indicators	indicator	NOUN
fbem-11469	46	3	for	for	ADP
fbem-11469	46	4	measuring	measure	VERB
fbem-11469	46	5	consumption	consumption	NOUN
fbem-11469	46	6	upgrading	upgrading	NOUN
fbem-11469	46	7	vary	vary	VERB
fbem-11469	46	8	due	due	ADJ
fbem-11469	46	9	to	to	ADP
fbem-11469	46	10	different	different	ADJ
fbem-11469	46	11	scholars	scholar	NOUN
fbem-11469	46	12	'	'	PART
fbem-11469	46	13	research	research	NOUN
fbem-11469	46	14	methods	method	NOUN
fbem-11469	46	15	and	and	CCONJ
fbem-11469	46	16	research	research	NOUN
fbem-11469	46	17	purposes	purpose	NOUN
fbem-11469	46	18	.	.	PUNCT
fbem-11469	47	1	for	for	ADP
fbem-11469	47	2	example	example	NOUN
fbem-11469	47	3	,	,	PUNCT
fbem-11469	47	4	the	the	DET
fbem-11469	47	5	income	income	NOUN
fbem-11469	47	6	demand	demand	NOUN
fbem-11469	47	7	elasticity	elasticity	NOUN
fbem-11469	47	8	is	be	AUX
fbem-11469	47	9	calculated	calculate	VERB
fbem-11469	47	10	through	through	ADP
fbem-11469	47	11	the	the	DET
fbem-11469	47	12	aids	aids	PROPN
fbem-11469	47	13	model	model	NOUN
fbem-11469	47	14	or	or	CCONJ
fbem-11469	47	15	the	the	DET
fbem-11469	47	16	eles	ele	NOUN
fbem-11469	47	17	model	model	NOUN
fbem-11469	47	18	,	,	PUNCT
fbem-11469	47	19	etc	etc	X
fbem-11469	47	20	.	.	X
fbem-11469	47	21	,	,	PUNCT
fbem-11469	47	22	and	and	CCONJ
fbem-11469	47	23	then	then	ADV
fbem-11469	47	24	the	the	DET
fbem-11469	47	25	residents	resident	NOUN
fbem-11469	47	26	'	'	PART
fbem-11469	47	27	various	various	ADJ
fbem-11469	47	28	consumptions	consumption	NOUN
fbem-11469	47	29	are	be	AUX
fbem-11469	47	30	divided	divide	VERB
fbem-11469	47	31	into	into	ADP
fbem-11469	47	32	different	different	ADJ
fbem-11469	47	33	levels	level	NOUN
fbem-11469	47	34	according	accord	VERB
fbem-11469	47	35	to	to	ADP
fbem-11469	47	36	the	the	DET
fbem-11469	47	37	expenditure	expenditure	NOUN
fbem-11469	47	38	elasticity	elasticity	NOUN
fbem-11469	47	39	to	to	PART
fbem-11469	47	40	determine	determine	VERB
fbem-11469	47	41	whether	whether	SCONJ
fbem-11469	47	42	consumption	consumption	NOUN
fbem-11469	47	43	upgrading	upgrading	NOUN
fbem-11469	47	44	occurs	occur	VERB
fbem-11469	47	45	and	and	CCONJ
fbem-11469	47	46	whether	whether	SCONJ
fbem-11469	47	47	the	the	DET
fbem-11469	47	48	upgrading	upgrading	NOUN
fbem-11469	47	49	effect	effect	NOUN
fbem-11469	47	50	is	be	AUX
fbem-11469	47	51	significant	significant	ADJ
fbem-11469	47	52	(	(	PUNCT
fbem-11469	47	53	shi	shi	PROPN
fbem-11469	47	54	mingming	mingming	PROPN
fbem-11469	47	55	,	,	PUNCT
fbem-11469	47	56	2019	2019	NUM
fbem-11469	47	57	;	;	PUNCT
fbem-11469	47	58	zeng	zeng	PROPN
fbem-11469	47	59	jiehua	jiehua	PROPN
fbem-11469	47	60	,	,	PUNCT
fbem-11469	47	61	2019	2019	NUM
fbem-11469	47	62	;	;	PUNCT
fbem-11469	47	63	liu	liu	PROPN
fbem-11469	47	64	xiangdong	xiangdong	PROPN
fbem-11469	47	65	,	,	PUNCT
fbem-11469	47	66	2020	2020	NUM
fbem-11469	47	67	)	)	PUNCT
fbem-11469	47	68	.	.	PUNCT
fbem-11469	48	1	wei	wei	PROPN
fbem-11469	48	2	yong	yong	PROPN
fbem-11469	48	3	and	and	CCONJ
fbem-11469	48	4	yang	yang	PROPN
fbem-11469	48	5	mengyu	mengyu	PROPN
fbem-11469	48	6	(	(	PUNCT
fbem-11469	48	7	2017	2017	NUM
fbem-11469	48	8	)	)	PUNCT
fbem-11469	48	9	used	use	VERB
fbem-11469	48	10	the	the	DET
fbem-11469	48	11	extended	extended	ADJ
fbem-11469	48	12	linear	linear	NOUN
fbem-11469	48	13	expenditure	expenditure	NOUN
fbem-11469	48	14	model	model	NOUN
fbem-11469	48	15	to	to	PART
fbem-11469	48	16	classify	classify	VERB
fbem-11469	48	17	high	high	ADJ
fbem-11469	48	18	-	-	PUNCT
fbem-11469	48	19	grade	grade	NOUN
fbem-11469	48	20	consumption	consumption	NOUN
fbem-11469	48	21	and	and	CCONJ
fbem-11469	48	22	regarded	regard	VERB
fbem-11469	48	23	the	the	DET
fbem-11469	48	24	change	change	NOUN
fbem-11469	48	25	in	in	ADP
fbem-11469	48	26	the	the	DET
fbem-11469	48	27	total	total	ADJ
fbem-11469	48	28	consumption	consumption	NOUN
fbem-11469	48	29	of	of	ADP
fbem-11469	48	30	high	high	ADJ
fbem-11469	48	31	-	-	PUNCT
fbem-11469	48	32	grade	grade	NOUN
fbem-11469	48	33	goods	good	NOUN
fbem-11469	48	34	as	as	ADP
fbem-11469	48	35	a	a	DET
fbem-11469	48	36	reference	reference	NOUN
fbem-11469	48	37	for	for	ADP
fbem-11469	48	38	residents	resident	NOUN
fbem-11469	48	39	'	'	PART
fbem-11469	48	40	consumption	consumption	NOUN
fbem-11469	48	41	upgrading	upgrading	NOUN
fbem-11469	48	42	.	.	PUNCT
fbem-11469	49	1	combining	combine	VERB
fbem-11469	49	2	the	the	DET
fbem-11469	49	3	existing	exist	VERB
fbem-11469	49	4	views	view	NOUN
fbem-11469	49	5	,	,	PUNCT
fbem-11469	49	6	this	this	DET
fbem-11469	49	7	paper	paper	NOUN
fbem-11469	49	8	argues	argue	VERB
fbem-11469	49	9	that	that	SCONJ
fbem-11469	49	10	consumption	consumption	NOUN
fbem-11469	49	11	upgrading	upgrading	NOUN
fbem-11469	49	12	should	should	AUX
fbem-11469	49	13	include	include	VERB
fbem-11469	49	14	two	two	NUM
fbem-11469	49	15	aspects	aspect	NOUN
fbem-11469	49	16	.	.	PUNCT
fbem-11469	50	1	one	one	NUM
fbem-11469	50	2	is	be	AUX
fbem-11469	50	3	the	the	DET
fbem-11469	50	4	rise	rise	NOUN
fbem-11469	50	5	of	of	ADP
fbem-11469	50	6	the	the	DET
fbem-11469	50	7	consumption	consumption	NOUN
fbem-11469	50	8	level	level	NOUN
fbem-11469	50	9	,	,	PUNCT
fbem-11469	50	10	and	and	CCONJ
fbem-11469	50	11	the	the	DET
fbem-11469	50	12	other	other	ADJ
fbem-11469	50	13	is	be	AUX
fbem-11469	50	14	the	the	DET
fbem-11469	50	15	optimization	optimization	NOUN
fbem-11469	50	16	of	of	ADP
fbem-11469	50	17	the	the	DET
fbem-11469	50	18	consumption	consumption	NOUN
fbem-11469	50	19	structure	structure	NOUN
fbem-11469	50	20	.	.	PUNCT
fbem-11469	51	1	the	the	DET
fbem-11469	51	2	increase	increase	NOUN
fbem-11469	51	3	in	in	ADP
fbem-11469	51	4	consumption	consumption	NOUN
fbem-11469	51	5	rate	rate	NOUN
fbem-11469	51	6	and	and	CCONJ
fbem-11469	51	7	consumption	consumption	NOUN
fbem-11469	51	8	level	level	NOUN
fbem-11469	51	9	is	be	AUX
fbem-11469	51	10	the	the	DET
fbem-11469	51	11	main	main	ADJ
fbem-11469	51	12	basis	basis	NOUN
fbem-11469	51	13	for	for	ADP
fbem-11469	51	14	residents	resident	NOUN
fbem-11469	51	15	'	'	PART
fbem-11469	51	16	consumption	consumption	NOUN
fbem-11469	51	17	upgrading	upgrading	NOUN
fbem-11469	51	18	.	.	PUNCT
fbem-11469	52	1	in	in	ADP
fbem-11469	52	2	the	the	DET
fbem-11469	52	3	post	post	ADJ
fbem-11469	52	4	epidemic	epidemic	PROPN
fbem-11469	52	5	era	era	NOUN
fbem-11469	52	6	,	,	PUNCT
fbem-11469	52	7	the	the	DET
fbem-11469	52	8	digital	digital	ADJ
fbem-11469	52	9	economy	economy	NOUN
fbem-11469	52	10	has	have	AUX
fbem-11469	52	11	gradually	gradually	ADV
fbem-11469	52	12	become	become	VERB
fbem-11469	52	13	the	the	DET
fbem-11469	52	14	focus	focus	NOUN
fbem-11469	52	15	of	of	ADP
fbem-11469	52	16	global	global	ADJ
fbem-11469	52	17	industrial	industrial	ADJ
fbem-11469	52	18	layout	layout	NOUN
fbem-11469	52	19	for	for	ADP
fbem-11469	52	20	economic	economic	ADJ
fbem-11469	52	21	recovery	recovery	NOUN
fbem-11469	52	22	.	.	PUNCT
fbem-11469	53	1	the	the	DET
fbem-11469	53	2	digital	digital	ADJ
fbem-11469	53	3	economy	economy	NOUN
fbem-11469	53	4	overcomes	overcome	VERB
fbem-11469	53	5	the	the	DET
fbem-11469	53	6	dependence	dependence	NOUN
fbem-11469	53	7	of	of	ADP
fbem-11469	53	8	traditional	traditional	ADJ
fbem-11469	53	9	finance	finance	NOUN
fbem-11469	53	10	on	on	ADP
fbem-11469	53	11	physical	physical	ADJ
fbem-11469	53	12	outlets	outlet	NOUN
fbem-11469	53	13	,	,	PUNCT
fbem-11469	53	14	expands	expand	VERB
fbem-11469	53	15	residents	resident	NOUN
fbem-11469	53	16	'	'	PART
fbem-11469	53	17	consumption	consumption	NOUN
fbem-11469	53	18	channels	channel	NOUN
fbem-11469	53	19	,	,	PUNCT
fbem-11469	53	20	and	and	CCONJ
fbem-11469	53	21	provides	provide	VERB
fbem-11469	53	22	support	support	NOUN
fbem-11469	53	23	for	for	ADP
fbem-11469	53	24	the	the	DET
fbem-11469	53	25	improvement	improvement	NOUN
fbem-11469	53	26	of	of	ADP
fbem-11469	53	27	the	the	DET
fbem-11469	53	28	consumption	consumption	NOUN
fbem-11469	53	29	rate	rate	NOUN
fbem-11469	53	30	as	as	ADV
fbem-11469	53	31	well	well	ADV
fbem-11469	53	32	as	as	ADP
fbem-11469	53	33	the	the	DET
fbem-11469	53	34	consumption	consumption	NOUN
fbem-11469	53	35	hierarchy	hierarchy	NOUN
fbem-11469	53	36	of	of	ADP
fbem-11469	53	37	residents	resident	NOUN
fbem-11469	53	38	(	(	PUNCT
fbem-11469	53	39	nan	nan	PROPN
fbem-11469	53	40	yongqing	yongqing	PROPN
fbem-11469	53	41	,	,	PUNCT
fbem-11469	53	42	song	song	NOUN
fbem-11469	53	43	163	163	NUM
fbem-11469	53	44	mingyue	mingyue	NOUN
fbem-11469	53	45	,	,	PUNCT
fbem-11469	53	46	2020	2020	NUM
fbem-11469	53	47	)	)	PUNCT
fbem-11469	53	48	.	.	PUNCT
fbem-11469	54	1	secondly	secondly	ADV
fbem-11469	54	2	,	,	PUNCT
fbem-11469	54	3	the	the	DET
fbem-11469	54	4	development	development	NOUN
fbem-11469	54	5	of	of	ADP
fbem-11469	54	6	the	the	DET
fbem-11469	54	7	digital	digital	ADJ
fbem-11469	54	8	economy	economy	NOUN
fbem-11469	54	9	is	be	AUX
fbem-11469	54	10	conducive	conducive	ADJ
fbem-11469	54	11	to	to	ADP
fbem-11469	54	12	improving	improve	VERB
fbem-11469	54	13	production	production	NOUN
fbem-11469	54	14	efficiency	efficiency	NOUN
fbem-11469	54	15	,	,	PUNCT
fbem-11469	54	16	accelerating	accelerate	VERB
fbem-11469	54	17	the	the	DET
fbem-11469	54	18	innovation	innovation	NOUN
fbem-11469	54	19	of	of	ADP
fbem-11469	54	20	products	product	NOUN
fbem-11469	54	21	and	and	CCONJ
fbem-11469	54	22	services	service	NOUN
fbem-11469	54	23	,	,	PUNCT
fbem-11469	54	24	and	and	CCONJ
fbem-11469	54	25	promoting	promote	VERB
fbem-11469	54	26	the	the	DET
fbem-11469	54	27	enhancement	enhancement	NOUN
fbem-11469	54	28	of	of	ADP
fbem-11469	54	29	the	the	DET
fbem-11469	54	30	consumption	consumption	NOUN
fbem-11469	54	31	level	level	NOUN
fbem-11469	54	32	of	of	ADP
fbem-11469	54	33	residents	resident	NOUN
fbem-11469	54	34	from	from	ADP
fbem-11469	54	35	the	the	DET
fbem-11469	54	36	supply	supply	NOUN
fbem-11469	54	37	side	side	NOUN
fbem-11469	54	38	.	.	PUNCT
fbem-11469	55	1	the	the	DET
fbem-11469	55	2	penetration	penetration	NOUN
fbem-11469	55	3	of	of	ADP
fbem-11469	55	4	the	the	DET
fbem-11469	55	5	digital	digital	ADJ
fbem-11469	55	6	economy	economy	NOUN
fbem-11469	55	7	into	into	ADP
fbem-11469	55	8	all	all	DET
fbem-11469	55	9	fields	field	NOUN
fbem-11469	55	10	of	of	ADP
fbem-11469	55	11	social	social	ADJ
fbem-11469	55	12	and	and	CCONJ
fbem-11469	55	13	economic	economic	ADJ
fbem-11469	55	14	activities	activity	NOUN
fbem-11469	55	15	can	can	AUX
fbem-11469	55	16	not	not	PART
fbem-11469	55	17	only	only	ADV
fbem-11469	55	18	improve	improve	VERB
fbem-11469	55	19	production	production	NOUN
fbem-11469	55	20	efficiency	efficiency	NOUN
fbem-11469	55	21	,	,	PUNCT
fbem-11469	55	22	but	but	CCONJ
fbem-11469	55	23	also	also	ADV
fbem-11469	55	24	expand	expand	VERB
fbem-11469	55	25	the	the	DET
fbem-11469	55	26	scale	scale	NOUN
fbem-11469	55	27	and	and	CCONJ
fbem-11469	55	28	improve	improve	VERB
fbem-11469	55	29	the	the	DET
fbem-11469	55	30	quality	quality	NOUN
fbem-11469	55	31	of	of	ADP
fbem-11469	55	32	employment	employment	NOUN
fbem-11469	55	33	,	,	PUNCT
fbem-11469	55	34	which	which	PRON
fbem-11469	55	35	in	in	ADP
fbem-11469	55	36	turn	turn	NOUN
fbem-11469	55	37	promotes	promote	VERB
fbem-11469	55	38	the	the	DET
fbem-11469	55	39	adjustment	adjustment	NOUN
fbem-11469	55	40	of	of	ADP
fbem-11469	55	41	the	the	DET
fbem-11469	55	42	income	income	NOUN
fbem-11469	55	43	distribution	distribution	NOUN
fbem-11469	55	44	structure	structure	NOUN
fbem-11469	55	45	,	,	PUNCT
fbem-11469	55	46	reduces	reduce	VERB
fbem-11469	55	47	the	the	DET
fbem-11469	55	48	urban	urban	ADJ
fbem-11469	55	49	-	-	PUNCT
fbem-11469	55	50	rural	rural	ADJ
fbem-11469	55	51	income	income	NOUN
fbem-11469	55	52	gap	gap	NOUN
fbem-11469	55	53	,	,	PUNCT
fbem-11469	55	54	and	and	CCONJ
fbem-11469	55	55	enhances	enhance	VERB
fbem-11469	55	56	the	the	DET
fbem-11469	55	57	consumption	consumption	NOUN
fbem-11469	55	58	level	level	NOUN
fbem-11469	55	59	of	of	ADP
fbem-11469	55	60	residents	resident	NOUN
fbem-11469	55	61	.	.	PUNCT
fbem-11469	56	1	based	base	VERB
fbem-11469	56	2	on	on	ADP
fbem-11469	56	3	this	this	PRON
fbem-11469	56	4	,	,	PUNCT
fbem-11469	56	5	we	we	PRON
fbem-11469	56	6	hypothesize	hypothesize	VERB
fbem-11469	56	7	that	that	SCONJ
fbem-11469	56	8	the	the	DET
fbem-11469	56	9	development	development	NOUN
fbem-11469	56	10	of	of	ADP
fbem-11469	56	11	digital	digital	ADJ
fbem-11469	56	12	economy	economy	NOUN
fbem-11469	56	13	in	in	ADP
fbem-11469	56	14	the	the	DET
fbem-11469	56	15	post	post	ADJ
fbem-11469	56	16	-	-	ADJ
fbem-11469	56	17	epidemic	epidemic	ADJ
fbem-11469	56	18	era	era	NOUN
fbem-11469	56	19	can	can	AUX
fbem-11469	56	20	influence	influence	VERB
fbem-11469	56	21	the	the	DET
fbem-11469	56	22	upgrading	upgrading	NOUN
fbem-11469	56	23	of	of	ADP
fbem-11469	56	24	residents	resident	NOUN
fbem-11469	56	25	'	'	PART
fbem-11469	56	26	consumption	consumption	NOUN
fbem-11469	56	27	.	.	PUNCT
fbem-11469	57	1	therefore	therefore	ADV
fbem-11469	57	2	,	,	PUNCT
fbem-11469	57	3	the	the	DET
fbem-11469	57	4	following	follow	VERB
fbem-11469	57	5	hypotheses	hypothesis	NOUN
fbem-11469	57	6	are	be	AUX
fbem-11469	57	7	proposed	propose	VERB
fbem-11469	57	8	based	base	VERB
fbem-11469	57	9	on	on	ADP
fbem-11469	57	10	the	the	DET
fbem-11469	57	11	above	above	ADJ
fbem-11469	57	12	analysis	analysis	NOUN
fbem-11469	57	13	:	:	PUNCT
fbem-11469	57	14	hypothesis	hypothesis	NOUN
fbem-11469	57	15	1	1	NUM
fbem-11469	57	16	:	:	PUNCT
fbem-11469	57	17	the	the	DET
fbem-11469	57	18	development	development	NOUN
fbem-11469	57	19	of	of	ADP
fbem-11469	57	20	digital	digital	ADJ
fbem-11469	57	21	economy	economy	NOUN
fbem-11469	57	22	in	in	ADP
fbem-11469	57	23	the	the	DET
fbem-11469	57	24	post	post	NOUN
fbem-11469	57	25	epidemic	epidemic	NOUN
fbem-11469	57	26	era	era	NOUN
fbem-11469	57	27	has	have	VERB
fbem-11469	57	28	a	a	DET
fbem-11469	57	29	significant	significant	ADJ
fbem-11469	57	30	role	role	NOUN
fbem-11469	57	31	in	in	ADP
fbem-11469	57	32	promoting	promote	VERB
fbem-11469	57	33	the	the	DET
fbem-11469	57	34	upgrading	upgrading	NOUN
fbem-11469	57	35	of	of	ADP
fbem-11469	57	36	residents	resident	NOUN
fbem-11469	57	37	'	'	PART
fbem-11469	57	38	consumption	consumption	NOUN
fbem-11469	57	39	.	.	PUNCT
fbem-11469	58	1	overall	overall	ADV
fbem-11469	58	2	,	,	PUNCT
fbem-11469	58	3	it	it	PRON
fbem-11469	58	4	seems	seem	VERB
fbem-11469	58	5	that	that	SCONJ
fbem-11469	58	6	the	the	DET
fbem-11469	58	7	economy	economy	NOUN
fbem-11469	58	8	of	of	ADP
fbem-11469	58	9	china	china	PROPN
fbem-11469	58	10	's	's	PART
fbem-11469	58	11	regions	region	NOUN
fbem-11469	58	12	has	have	AUX
fbem-11469	58	13	entered	enter	VERB
fbem-11469	58	14	a	a	DET
fbem-11469	58	15	period	period	NOUN
fbem-11469	58	16	of	of	ADP
fbem-11469	58	17	rapid	rapid	ADJ
fbem-11469	58	18	growth	growth	NOUN
fbem-11469	58	19	,	,	PUNCT
fbem-11469	58	20	but	but	CCONJ
fbem-11469	58	21	the	the	DET
fbem-11469	58	22	central	central	ADJ
fbem-11469	58	23	and	and	CCONJ
fbem-11469	58	24	western	western	ADJ
fbem-11469	58	25	regions	region	NOUN
fbem-11469	58	26	still	still	ADV
fbem-11469	58	27	show	show	VERB
fbem-11469	58	28	obvious	obvious	ADJ
fbem-11469	58	29	imbalances	imbalance	NOUN
fbem-11469	58	30	.	.	PUNCT
fbem-11469	59	1	although	although	SCONJ
fbem-11469	59	2	the	the	DET
fbem-11469	59	3	digital	digital	ADJ
fbem-11469	59	4	economy	economy	NOUN
fbem-11469	59	5	can	can	AUX
fbem-11469	59	6	break	break	VERB
fbem-11469	59	7	through	through	ADP
fbem-11469	59	8	the	the	DET
fbem-11469	59	9	traditional	traditional	ADJ
fbem-11469	59	10	geographical	geographical	ADJ
fbem-11469	59	11	limitations	limitation	NOUN
fbem-11469	59	12	to	to	ADP
fbem-11469	59	13	a	a	DET
fbem-11469	59	14	certain	certain	ADJ
fbem-11469	59	15	extent	extent	NOUN
fbem-11469	59	16	,	,	PUNCT
fbem-11469	59	17	its	its	PRON
fbem-11469	59	18	activities	activity	NOUN
fbem-11469	59	19	still	still	ADV
fbem-11469	59	20	depend	depend	VERB
fbem-11469	59	21	on	on	ADP
fbem-11469	59	22	the	the	DET
fbem-11469	59	23	real	real	ADJ
fbem-11469	59	24	economic	economic	ADJ
fbem-11469	59	25	development	development	NOUN
fbem-11469	59	26	of	of	ADP
fbem-11469	59	27	the	the	DET
fbem-11469	59	28	region	region	NOUN
fbem-11469	59	29	.	.	PUNCT
fbem-11469	60	1	not	not	PART
fbem-11469	60	2	only	only	ADV
fbem-11469	60	3	in	in	ADP
fbem-11469	60	4	the	the	DET
fbem-11469	60	5	scale	scale	NOUN
fbem-11469	60	6	of	of	ADP
fbem-11469	60	7	the	the	DET
fbem-11469	60	8	real	real	ADJ
fbem-11469	60	9	economy	economy	NOUN
fbem-11469	60	10	,	,	PUNCT
fbem-11469	60	11	there	there	PRON
fbem-11469	60	12	are	be	VERB
fbem-11469	60	13	significant	significant	ADJ
fbem-11469	60	14	differences	difference	NOUN
fbem-11469	60	15	in	in	ADP
fbem-11469	60	16	the	the	DET
fbem-11469	60	17	digital	digital	ADJ
fbem-11469	60	18	resources	resource	NOUN
fbem-11469	60	19	,	,	PUNCT
fbem-11469	60	20	geographic	geographic	ADJ
fbem-11469	60	21	location	location	NOUN
fbem-11469	60	22	and	and	CCONJ
fbem-11469	60	23	historical	historical	ADJ
fbem-11469	60	24	conditions	condition	NOUN
fbem-11469	60	25	of	of	ADP
fbem-11469	60	26	the	the	DET
fbem-11469	60	27	regions	region	NOUN
fbem-11469	60	28	,	,	PUNCT
fbem-11469	60	29	which	which	PRON
fbem-11469	60	30	provide	provide	VERB
fbem-11469	60	31	different	different	ADJ
fbem-11469	60	32	fundamental	fundamental	ADJ
fbem-11469	60	33	elements	element	NOUN
fbem-11469	60	34	for	for	ADP
fbem-11469	60	35	the	the	DET
fbem-11469	60	36	development	development	NOUN
fbem-11469	60	37	of	of	ADP
fbem-11469	60	38	the	the	DET
fbem-11469	60	39	digital	digital	ADJ
fbem-11469	60	40	economy	economy	NOUN
fbem-11469	60	41	,	,	PUNCT
fbem-11469	60	42	leading	lead	VERB
fbem-11469	60	43	to	to	ADP
fbem-11469	60	44	an	an	DET
fbem-11469	60	45	imbalance	imbalance	NOUN
fbem-11469	60	46	in	in	ADP
fbem-11469	60	47	the	the	DET
fbem-11469	60	48	development	development	NOUN
fbem-11469	60	49	of	of	ADP
fbem-11469	60	50	the	the	DET
fbem-11469	60	51	digital	digital	ADJ
fbem-11469	60	52	economy	economy	NOUN
fbem-11469	60	53	among	among	ADP
fbem-11469	60	54	the	the	DET
fbem-11469	60	55	regions	region	NOUN
fbem-11469	60	56	.	.	PUNCT
fbem-11469	61	1	in	in	ADP
fbem-11469	61	2	addition	addition	NOUN
fbem-11469	61	3	,	,	PUNCT
fbem-11469	61	4	the	the	DET
fbem-11469	61	5	consumption	consumption	NOUN
fbem-11469	61	6	habits	habit	NOUN
fbem-11469	61	7	and	and	CCONJ
fbem-11469	61	8	preferences	preference	NOUN
fbem-11469	61	9	of	of	ADP
fbem-11469	61	10	residents	resident	NOUN
fbem-11469	61	11	in	in	ADP
fbem-11469	61	12	the	the	DET
fbem-11469	61	13	eastern	eastern	ADJ
fbem-11469	61	14	,	,	PUNCT
fbem-11469	61	15	central	central	ADJ
fbem-11469	61	16	and	and	CCONJ
fbem-11469	61	17	western	western	ADJ
fbem-11469	61	18	regions	region	NOUN
fbem-11469	61	19	of	of	ADP
fbem-11469	61	20	china	china	PROPN
fbem-11469	61	21	have	have	VERB
fbem-11469	61	22	significant	significant	ADJ
fbem-11469	61	23	regional	regional	ADJ
fbem-11469	61	24	characteristics	characteristic	NOUN
fbem-11469	61	25	,	,	PUNCT
fbem-11469	61	26	and	and	CCONJ
fbem-11469	61	27	residents	resident	NOUN
fbem-11469	61	28	'	'	PART
fbem-11469	61	29	consumption	consumption	NOUN
fbem-11469	61	30	preferences	preference	NOUN
fbem-11469	61	31	determine	determine	VERB
fbem-11469	61	32	the	the	DET
fbem-11469	61	33	derivation	derivation	NOUN
fbem-11469	61	34	and	and	CCONJ
fbem-11469	61	35	development	development	NOUN
fbem-11469	61	36	of	of	ADP
fbem-11469	61	37	new	new	ADJ
fbem-11469	61	38	local	local	ADJ
fbem-11469	61	39	consumption	consumption	NOUN
fbem-11469	61	40	patterns	pattern	NOUN
fbem-11469	61	41	,	,	PUNCT
fbem-11469	61	42	so	so	SCONJ
fbem-11469	61	43	the	the	DET
fbem-11469	61	44	impact	impact	NOUN
fbem-11469	61	45	of	of	ADP
fbem-11469	61	46	the	the	DET
fbem-11469	61	47	digital	digital	ADJ
fbem-11469	61	48	economy	economy	NOUN
fbem-11469	61	49	on	on	ADP
fbem-11469	61	50	residents	resident	NOUN
fbem-11469	61	51	'	'	PART
fbem-11469	61	52	consumption	consumption	NOUN
fbem-11469	61	53	upgrading	upgrading	NOUN
fbem-11469	61	54	in	in	ADP
fbem-11469	61	55	the	the	DET
fbem-11469	61	56	three	three	NUM
fbem-11469	61	57	major	major	ADJ
fbem-11469	61	58	regions	region	NOUN
fbem-11469	61	59	of	of	ADP
fbem-11469	61	60	china	china	PROPN
fbem-11469	61	61	may	may	AUX
fbem-11469	61	62	also	also	ADV
fbem-11469	61	63	differ	differ	VERB
fbem-11469	61	64	.	.	PUNCT
fbem-11469	62	1	the	the	DET
fbem-11469	62	2	study	study	NOUN
fbem-11469	62	3	found	find	VERB
fbem-11469	62	4	that	that	SCONJ
fbem-11469	62	5	residents	resident	NOUN
fbem-11469	62	6	'	'	PART
fbem-11469	62	7	consumption	consumption	NOUN
fbem-11469	62	8	itself	itself	PRON
fbem-11469	62	9	has	have	VERB
fbem-11469	62	10	a	a	DET
fbem-11469	62	11	demonstration	demonstration	NOUN
fbem-11469	62	12	effect	effect	NOUN
fbem-11469	62	13	,	,	PUNCT
fbem-11469	62	14	and	and	CCONJ
fbem-11469	62	15	the	the	DET
fbem-11469	62	16	level	level	NOUN
fbem-11469	62	17	of	of	ADP
fbem-11469	62	18	residents	resident	NOUN
fbem-11469	62	19	'	'	PART
fbem-11469	62	20	consumption	consumption	NOUN
fbem-11469	62	21	in	in	ADP
fbem-11469	62	22	each	each	DET
fbem-11469	62	23	region	region	NOUN
fbem-11469	62	24	shows	show	VERB
fbem-11469	62	25	a	a	DET
fbem-11469	62	26	significant	significant	ADJ
fbem-11469	62	27	positive	positive	ADJ
fbem-11469	62	28	spatial	spatial	ADJ
fbem-11469	62	29	correlation	correlation	NOUN
fbem-11469	62	30	.	.	PUNCT
fbem-11469	63	1	eastern	eastern	ADJ
fbem-11469	63	2	coastal	coastal	ADJ
fbem-11469	63	3	cities	city	NOUN
fbem-11469	63	4	,	,	PUNCT
fbem-11469	63	5	especially	especially	ADV
fbem-11469	63	6	the	the	DET
fbem-11469	63	7	yangtze	yangtze	PROPN
fbem-11469	63	8	river	river	PROPN
fbem-11469	63	9	delta	delta	PROPN
fbem-11469	63	10	and	and	CCONJ
fbem-11469	63	11	the	the	DET
fbem-11469	63	12	pearl	pearl	PROPN
fbem-11469	63	13	river	river	PROPN
fbem-11469	63	14	delta	delta	PROPN
fbem-11469	63	15	region	region	NOUN
fbem-11469	63	16	,	,	PUNCT
fbem-11469	63	17	are	be	AUX
fbem-11469	63	18	mostly	mostly	ADV
fbem-11469	63	19	characterized	characterize	VERB
fbem-11469	63	20	by	by	ADP
fbem-11469	63	21	the	the	DET
fbem-11469	63	22	phenomenon	phenomenon	NOUN
fbem-11469	63	23	of	of	ADP
fbem-11469	63	24	high	high	ADJ
fbem-11469	63	25	-	-	PUNCT
fbem-11469	63	26	high	high	ADJ
fbem-11469	63	27	aggregation	aggregation	NOUN
fbem-11469	63	28	,	,	PUNCT
fbem-11469	63	29	and	and	CCONJ
fbem-11469	63	30	eastern	eastern	ADJ
fbem-11469	63	31	coastal	coastal	ADJ
fbem-11469	63	32	cities	city	NOUN
fbem-11469	63	33	and	and	CCONJ
fbem-11469	63	34	central	central	ADJ
fbem-11469	63	35	provincial	provincial	ADJ
fbem-11469	63	36	capitals	capital	NOUN
fbem-11469	63	37	with	with	ADP
fbem-11469	63	38	higher	high	ADJ
fbem-11469	63	39	levels	level	NOUN
fbem-11469	63	40	of	of	ADP
fbem-11469	63	41	consumption	consumption	NOUN
fbem-11469	63	42	also	also	ADV
fbem-11469	63	43	show	show	VERB
fbem-11469	63	44	higher	high	ADJ
fbem-11469	63	45	consumption	consumption	NOUN
fbem-11469	63	46	capacity	capacity	NOUN
fbem-11469	63	47	in	in	ADP
fbem-11469	63	48	their	their	PRON
fbem-11469	63	49	surrounding	surround	VERB
fbem-11469	63	50	cities	city	NOUN
fbem-11469	63	51	.	.	PUNCT
fbem-11469	64	1	the	the	DET
fbem-11469	64	2	low	low	ADJ
fbem-11469	64	3	-	-	PUNCT
fbem-11469	64	4	low	low	NOUN
fbem-11469	64	5	aggregation	aggregation	NOUN
fbem-11469	64	6	phenomenon	phenomenon	NOUN
fbem-11469	64	7	is	be	AUX
fbem-11469	64	8	mainly	mainly	ADV
fbem-11469	64	9	distributed	distribute	VERB
fbem-11469	64	10	in	in	ADP
fbem-11469	64	11	the	the	DET
fbem-11469	64	12	northeast	northeast	ADJ
fbem-11469	64	13	and	and	CCONJ
fbem-11469	64	14	central	central	ADJ
fbem-11469	64	15	cities	city	NOUN
fbem-11469	64	16	,	,	PUNCT
fbem-11469	64	17	and	and	CCONJ
fbem-11469	64	18	the	the	DET
fbem-11469	64	19	prefecture	prefecture	NOUN
fbem-11469	64	20	-	-	PUNCT
fbem-11469	64	21	level	level	NOUN
fbem-11469	64	22	cities	city	NOUN
fbem-11469	64	23	in	in	ADP
fbem-11469	64	24	the	the	DET
fbem-11469	64	25	central	central	ADJ
fbem-11469	64	26	and	and	CCONJ
fbem-11469	64	27	western	western	ADJ
fbem-11469	64	28	regions	region	NOUN
fbem-11469	64	29	,	,	PUNCT
fbem-11469	64	30	which	which	PRON
fbem-11469	64	31	are	be	AUX
fbem-11469	64	32	relatively	relatively	ADV
fbem-11469	64	33	backward	backward	ADJ
fbem-11469	64	34	in	in	ADP
fbem-11469	64	35	terms	term	NOUN
fbem-11469	64	36	of	of	ADP
fbem-11469	64	37	economic	economic	ADJ
fbem-11469	64	38	development	development	NOUN
fbem-11469	64	39	,	,	PUNCT
fbem-11469	64	40	are	be	AUX
fbem-11469	64	41	usually	usually	ADV
fbem-11469	64	42	surrounded	surround	VERB
fbem-11469	64	43	by	by	ADP
fbem-11469	64	44	cities	city	NOUN
fbem-11469	64	45	with	with	ADP
fbem-11469	64	46	lower	low	ADJ
fbem-11469	64	47	consumption	consumption	NOUN
fbem-11469	64	48	capacity	capacity	NOUN
fbem-11469	64	49	.	.	PUNCT
fbem-11469	65	1	and	and	CCONJ
fbem-11469	65	2	the	the	DET
fbem-11469	65	3	development	development	NOUN
fbem-11469	65	4	of	of	ADP
fbem-11469	65	5	the	the	DET
fbem-11469	65	6	digital	digital	ADJ
fbem-11469	65	7	economy	economy	NOUN
fbem-11469	65	8	also	also	ADV
fbem-11469	65	9	shows	show	VERB
fbem-11469	65	10	a	a	DET
fbem-11469	65	11	clear	clear	ADJ
fbem-11469	65	12	ladder	ladder	NOUN
fbem-11469	65	13	from	from	ADP
fbem-11469	65	14	the	the	DET
fbem-11469	65	15	southeast	southeast	ADJ
fbem-11469	65	16	coast	coast	NOUN
fbem-11469	65	17	to	to	ADP
fbem-11469	65	18	the	the	DET
fbem-11469	65	19	inland	inland	NOUN
fbem-11469	65	20	(	(	PUNCT
fbem-11469	65	21	guo	guo	PROPN
fbem-11469	65	22	feng	feng	PROPN
fbem-11469	65	23	,	,	PUNCT
fbem-11469	65	24	2020	2020	NUM
fbem-11469	65	25	)	)	PUNCT
fbem-11469	65	26	.	.	PUNCT
fbem-11469	66	1	from	from	ADP
fbem-11469	66	2	this	this	PRON
fbem-11469	66	3	,	,	PUNCT
fbem-11469	66	4	we	we	PRON
fbem-11469	66	5	make	make	VERB
fbem-11469	66	6	reasonable	reasonable	ADJ
fbem-11469	66	7	assumptions	assumption	NOUN
fbem-11469	66	8	:	:	PUNCT
fbem-11469	66	9	hypothesis	hypothesis	NOUN
fbem-11469	66	10	2	2	NUM
fbem-11469	66	11	:	:	PUNCT
fbem-11469	66	12	there	there	PRON
fbem-11469	66	13	are	be	VERB
fbem-11469	66	14	regional	regional	ADJ
fbem-11469	66	15	differences	difference	NOUN
fbem-11469	66	16	in	in	ADP
fbem-11469	66	17	the	the	DET
fbem-11469	66	18	role	role	NOUN
fbem-11469	66	19	of	of	ADP
fbem-11469	66	20	the	the	DET
fbem-11469	66	21	digital	digital	ADJ
fbem-11469	66	22	economy	economy	NOUN
fbem-11469	66	23	in	in	ADP
fbem-11469	66	24	promoting	promote	VERB
fbem-11469	66	25	residents	resident	NOUN
fbem-11469	66	26	'	'	PART
fbem-11469	66	27	consumption	consumption	NOUN
fbem-11469	66	28	upgrading	upgrading	NOUN
fbem-11469	66	29	.	.	PUNCT
fbem-11469	67	1	humanity	humanity	NOUN
fbem-11469	67	2	has	have	AUX
fbem-11469	67	3	entered	enter	VERB
fbem-11469	67	4	the	the	DET
fbem-11469	67	5	age	age	NOUN
fbem-11469	67	6	of	of	ADP
fbem-11469	67	7	informationization	informationization	NOUN
fbem-11469	67	8	and	and	CCONJ
fbem-11469	67	9	intelligence	intelligence	NOUN
fbem-11469	67	10	.	.	PUNCT
fbem-11469	68	1	as	as	ADV
fbem-11469	68	2	far	far	ADV
fbem-11469	68	3	as	as	SCONJ
fbem-11469	68	4	the	the	DET
fbem-11469	68	5	retail	retail	ADJ
fbem-11469	68	6	industry	industry	NOUN
fbem-11469	68	7	is	be	AUX
fbem-11469	68	8	concerned	concern	VERB
fbem-11469	68	9	,	,	PUNCT
fbem-11469	68	10	china	china	PROPN
fbem-11469	68	11	's	's	PART
fbem-11469	68	12	e	e	PROPN
fbem-11469	68	13	-	-	NOUN
fbem-11469	68	14	commerce	commerce	NOUN
fbem-11469	68	15	accounts	account	NOUN
fbem-11469	68	16	for	for	ADP
fbem-11469	68	17	more	more	ADJ
fbem-11469	68	18	than	than	ADP
fbem-11469	68	19	50	50	NUM
fbem-11469	68	20	%	%	NOUN
fbem-11469	68	21	.	.	PUNCT
fbem-11469	69	1	in	in	ADP
fbem-11469	69	2	other	other	ADJ
fbem-11469	69	3	words	word	NOUN
fbem-11469	69	4	,	,	PUNCT
fbem-11469	69	5	online	online	ADJ
fbem-11469	69	6	consumption	consumption	NOUN
fbem-11469	69	7	has	have	AUX
fbem-11469	69	8	gradually	gradually	ADV
fbem-11469	69	9	become	become	VERB
fbem-11469	69	10	mainstream	mainstream	ADJ
fbem-11469	69	11	,	,	PUNCT
fbem-11469	69	12	and	and	CCONJ
fbem-11469	69	13	the	the	DET
fbem-11469	69	14	proportion	proportion	NOUN
fbem-11469	69	15	of	of	ADP
fbem-11469	69	16	digitalization	digitalization	NOUN
fbem-11469	69	17	is	be	AUX
fbem-11469	69	18	becoming	become	VERB
fbem-11469	69	19	more	more	ADV
fbem-11469	69	20	prominent	prominent	ADJ
fbem-11469	69	21	in	in	ADP
fbem-11469	69	22	various	various	ADJ
fbem-11469	69	23	fields	field	NOUN
fbem-11469	69	24	.	.	PUNCT
fbem-11469	70	1	in	in	ADP
fbem-11469	70	2	terms	term	NOUN
fbem-11469	70	3	of	of	ADP
fbem-11469	70	4	society	society	NOUN
fbem-11469	70	5	in	in	ADP
fbem-11469	70	6	general	general	ADJ
fbem-11469	70	7	,	,	PUNCT
fbem-11469	70	8	the	the	DET
fbem-11469	70	9	development	development	NOUN
fbem-11469	70	10	of	of	ADP
fbem-11469	70	11	the	the	DET
fbem-11469	70	12	digital	digital	ADJ
fbem-11469	70	13	economy	economy	NOUN
fbem-11469	70	14	has	have	AUX
fbem-11469	70	15	promoted	promote	VERB
fbem-11469	70	16	technological	technological	ADJ
fbem-11469	70	17	innovation	innovation	NOUN
fbem-11469	70	18	,	,	PUNCT
fbem-11469	70	19	enabling	enable	VERB
fbem-11469	70	20	the	the	DET
fbem-11469	70	21	accelerated	accelerated	ADJ
fbem-11469	70	22	expansion	expansion	NOUN
fbem-11469	70	23	of	of	ADP
fbem-11469	70	24	new	new	ADJ
fbem-11469	70	25	consumer	consumer	NOUN
fbem-11469	70	26	businesses	business	NOUN
fbem-11469	70	27	and	and	CCONJ
fbem-11469	70	28	easing	ease	VERB
fbem-11469	70	29	the	the	DET
fbem-11469	70	30	consumption	consumption	NOUN
fbem-11469	70	31	slump	slump	NOUN
fbem-11469	70	32	.	.	PUNCT
fbem-11469	71	1	in	in	ADP
fbem-11469	71	2	the	the	DET
fbem-11469	71	3	process	process	NOUN
fbem-11469	71	4	of	of	ADP
fbem-11469	71	5	economic	economic	ADJ
fbem-11469	71	6	growth	growth	NOUN
fbem-11469	71	7	,	,	PUNCT
fbem-11469	71	8	technological	technological	ADJ
fbem-11469	71	9	innovation	innovation	NOUN
fbem-11469	71	10	has	have	VERB
fbem-11469	71	11	a	a	DET
fbem-11469	71	12	very	very	ADV
fbem-11469	71	13	prominent	prominent	ADJ
fbem-11469	71	14	position	position	NOUN
fbem-11469	71	15	.	.	PUNCT
fbem-11469	72	1	technological	technological	ADJ
fbem-11469	72	2	innovation	innovation	NOUN
fbem-11469	72	3	is	be	AUX
fbem-11469	72	4	categorized	categorize	VERB
fbem-11469	72	5	into	into	ADP
fbem-11469	72	6	product	product	NOUN
fbem-11469	72	7	innovation	innovation	NOUN
fbem-11469	72	8	and	and	CCONJ
fbem-11469	72	9	process	process	NOUN
fbem-11469	72	10	innovation	innovation	NOUN
fbem-11469	72	11	.	.	PUNCT
fbem-11469	73	1	product	product	NOUN
fbem-11469	73	2	innovation	innovation	NOUN
fbem-11469	73	3	refers	refer	VERB
fbem-11469	73	4	to	to	ADP
fbem-11469	73	5	the	the	DET
fbem-11469	73	6	improvement	improvement	NOUN
fbem-11469	73	7	or	or	CCONJ
fbem-11469	73	8	creation	creation	NOUN
fbem-11469	73	9	of	of	ADP
fbem-11469	73	10	products	product	NOUN
fbem-11469	73	11	,	,	PUNCT
fbem-11469	73	12	which	which	PRON
fbem-11469	73	13	triggers	trigger	VERB
fbem-11469	73	14	new	new	ADJ
fbem-11469	73	15	consumer	consumer	NOUN
fbem-11469	73	16	demand	demand	NOUN
fbem-11469	73	17	and	and	CCONJ
fbem-11469	73	18	opens	open	VERB
fbem-11469	73	19	up	up	ADP
fbem-11469	73	20	new	new	ADJ
fbem-11469	73	21	consumer	consumer	NOUN
fbem-11469	73	22	markets	market	NOUN
fbem-11469	73	23	,	,	PUNCT
fbem-11469	73	24	and	and	CCONJ
fbem-11469	73	25	this	this	DET
fbem-11469	73	26	kind	kind	NOUN
fbem-11469	73	27	of	of	ADP
fbem-11469	73	28	innovation	innovation	NOUN
fbem-11469	73	29	will	will	AUX
fbem-11469	73	30	also	also	ADV
fbem-11469	73	31	greatly	greatly	ADV
fbem-11469	73	32	improve	improve	VERB
fbem-11469	73	33	supply	supply	NOUN
fbem-11469	73	34	efficiency	efficiency	NOUN
fbem-11469	73	35	and	and	CCONJ
fbem-11469	73	36	increase	increase	VERB
fbem-11469	73	37	employment	employment	NOUN
fbem-11469	73	38	.	.	PUNCT
fbem-11469	74	1	process	process	NOUN
fbem-11469	74	2	innovation	innovation	NOUN
fbem-11469	74	3	,	,	PUNCT
fbem-11469	74	4	on	on	ADP
fbem-11469	74	5	the	the	DET
fbem-11469	74	6	other	other	ADJ
fbem-11469	74	7	hand	hand	NOUN
fbem-11469	74	8	,	,	PUNCT
fbem-11469	74	9	refers	refer	VERB
fbem-11469	74	10	to	to	ADP
fbem-11469	74	11	the	the	DET
fbem-11469	74	12	modification	modification	NOUN
fbem-11469	74	13	of	of	ADP
fbem-11469	74	14	existing	exist	VERB
fbem-11469	74	15	production	production	NOUN
fbem-11469	74	16	processes	process	NOUN
fbem-11469	74	17	or	or	CCONJ
fbem-11469	74	18	the	the	DET
fbem-11469	74	19	invention	invention	NOUN
fbem-11469	74	20	of	of	ADP
fbem-11469	74	21	new	new	ADJ
fbem-11469	74	22	production	production	NOUN
fbem-11469	74	23	processes	process	NOUN
fbem-11469	74	24	,	,	PUNCT
fbem-11469	74	25	with	with	ADP
fbem-11469	74	26	the	the	DET
fbem-11469	74	27	aim	aim	NOUN
fbem-11469	74	28	of	of	ADP
fbem-11469	74	29	reducing	reduce	VERB
fbem-11469	74	30	production	production	NOUN
fbem-11469	74	31	costs	cost	NOUN
fbem-11469	74	32	and	and	CCONJ
fbem-11469	74	33	increasing	increase	VERB
fbem-11469	74	34	production	production	NOUN
fbem-11469	74	35	efficiency	efficiency	NOUN
fbem-11469	74	36	.	.	PUNCT
fbem-11469	75	1	such	such	ADJ
fbem-11469	75	2	innovations	innovation	NOUN
fbem-11469	75	3	generally	generally	ADV
fbem-11469	75	4	do	do	AUX
fbem-11469	75	5	not	not	PART
fbem-11469	75	6	create	create	VERB
fbem-11469	75	7	demand	demand	NOUN
fbem-11469	75	8	for	for	ADP
fbem-11469	75	9	new	new	ADJ
fbem-11469	75	10	products	product	NOUN
fbem-11469	75	11	,	,	PUNCT
fbem-11469	75	12	but	but	CCONJ
fbem-11469	75	13	simply	simply	ADV
fbem-11469	75	14	make	make	VERB
fbem-11469	75	15	the	the	DET
fbem-11469	75	16	production	production	NOUN
fbem-11469	75	17	of	of	ADP
fbem-11469	75	18	existing	exist	VERB
fbem-11469	75	19	products	product	NOUN
fbem-11469	75	20	more	more	ADV
fbem-11469	75	21	efficient	efficient	ADJ
fbem-11469	75	22	and	and	CCONJ
fbem-11469	75	23	less	less	ADV
fbem-11469	75	24	costly	costly	ADJ
fbem-11469	75	25	,	,	PUNCT
fbem-11469	75	26	with	with	ADP
fbem-11469	75	27	a	a	DET
fbem-11469	75	28	concomitant	concomitant	ADJ
fbem-11469	75	29	reduction	reduction	NOUN
fbem-11469	75	30	in	in	ADP
fbem-11469	75	31	employment	employment	NOUN
fbem-11469	75	32	,	,	PUNCT
fbem-11469	75	33	which	which	PRON
fbem-11469	75	34	offsets	offset	VERB
fbem-11469	75	35	the	the	DET
fbem-11469	75	36	effect	effect	NOUN
fbem-11469	75	37	of	of	ADP
fbem-11469	75	38	product	product	NOUN
fbem-11469	75	39	innovations	innovation	NOUN
fbem-11469	75	40	on	on	ADP
fbem-11469	75	41	the	the	DET
fbem-11469	75	42	level	level	NOUN
fbem-11469	75	43	of	of	ADP
fbem-11469	75	44	consumption	consumption	NOUN
fbem-11469	75	45	.	.	PUNCT
fbem-11469	76	1	second	second	ADJ
fbem-11469	76	2	,	,	PUNCT
fbem-11469	76	3	digital	digital	ADJ
fbem-11469	76	4	technology	technology	NOUN
fbem-11469	76	5	continues	continue	VERB
fbem-11469	76	6	to	to	PART
fbem-11469	76	7	innovate	innovate	VERB
fbem-11469	76	8	,	,	PUNCT
fbem-11469	76	9	opening	open	VERB
fbem-11469	76	10	up	up	ADP
fbem-11469	76	11	entirely	entirely	ADV
fbem-11469	76	12	new	new	ADJ
fbem-11469	76	13	areas	area	NOUN
fbem-11469	76	14	and	and	CCONJ
fbem-11469	76	15	horizons	horizon	NOUN
fbem-11469	76	16	of	of	ADP
fbem-11469	76	17	consumption	consumption	NOUN
fbem-11469	76	18	for	for	ADP
fbem-11469	76	19	consumers	consumer	NOUN
fbem-11469	76	20	.	.	PUNCT
fbem-11469	77	1	new	new	ADJ
fbem-11469	77	2	technologies	technology	NOUN
fbem-11469	77	3	and	and	CCONJ
fbem-11469	77	4	modes	mode	NOUN
fbem-11469	77	5	provide	provide	VERB
fbem-11469	77	6	consumers	consumer	NOUN
fbem-11469	77	7	with	with	ADP
fbem-11469	77	8	a	a	DET
fbem-11469	77	9	broader	broad	ADJ
fbem-11469	77	10	space	space	NOUN
fbem-11469	77	11	for	for	ADP
fbem-11469	77	12	choice	choice	NOUN
fbem-11469	77	13	.	.	PUNCT
fbem-11469	78	1	microscopically	microscopically	ADV
fbem-11469	78	2	speaking	speak	VERB
fbem-11469	78	3	,	,	PUNCT
fbem-11469	78	4	the	the	DET
fbem-11469	78	5	digital	digital	ADJ
fbem-11469	78	6	economy	economy	NOUN
fbem-11469	78	7	provides	provide	VERB
fbem-11469	78	8	support	support	NOUN
fbem-11469	78	9	for	for	SCONJ
fbem-11469	78	10	consumers	consumer	NOUN
fbem-11469	78	11	to	to	PART
fbem-11469	78	12	advance	advance	VERB
fbem-11469	78	13	to	to	ADP
fbem-11469	78	14	higher	high	ADJ
fbem-11469	78	15	levels	level	NOUN
fbem-11469	78	16	of	of	ADP
fbem-11469	78	17	consumption	consumption	NOUN
fbem-11469	78	18	demand	demand	NOUN
fbem-11469	78	19	through	through	ADP
fbem-11469	78	20	scientific	scientific	ADJ
fbem-11469	78	21	and	and	CCONJ
fbem-11469	78	22	technological	technological	ADJ
fbem-11469	78	23	innovation	innovation	NOUN
fbem-11469	78	24	,	,	PUNCT
fbem-11469	78	25	and	and	CCONJ
fbem-11469	78	26	expands	expand	VERB
fbem-11469	78	27	residents	resident	NOUN
fbem-11469	78	28	'	'	PART
fbem-11469	78	29	development	development	NOUN
fbem-11469	78	30	and	and	CCONJ
fbem-11469	78	31	enjoyment	enjoyment	NOUN
fbem-11469	78	32	-	-	PUNCT
fbem-11469	78	33	oriented	orient	VERB
fbem-11469	78	34	consumption	consumption	NOUN
fbem-11469	78	35	expenditure	expenditure	NOUN
fbem-11469	78	36	(	(	PUNCT
fbem-11469	78	37	zhao	zhao	PROPN
fbem-11469	78	38	baoguo	baoguo	PROPN
fbem-11469	78	39	,	,	PUNCT
fbem-11469	78	40	gainian	gainian	NOUN
fbem-11469	78	41	,	,	PUNCT
fbem-11469	78	42	2020	2020	NUM
fbem-11469	78	43	)	)	PUNCT
fbem-11469	78	44	.	.	PUNCT
fbem-11469	79	1	the	the	DET
fbem-11469	79	2	innovation	innovation	NOUN
fbem-11469	79	3	and	and	CCONJ
fbem-11469	79	4	application	application	NOUN
fbem-11469	79	5	of	of	ADP
fbem-11469	79	6	digital	digital	ADJ
fbem-11469	79	7	technology	technology	NOUN
fbem-11469	79	8	gradually	gradually	ADV
fbem-11469	79	9	opens	open	VERB
fbem-11469	79	10	up	up	ADP
fbem-11469	79	11	the	the	DET
fbem-11469	79	12	channels	channel	NOUN
fbem-11469	79	13	of	of	ADP
fbem-11469	79	14	consumers	consumer	NOUN
fbem-11469	79	15	'	'	PART
fbem-11469	79	16	self	self	NOUN
fbem-11469	79	17	-	-	PUNCT
fbem-11469	79	18	needs	need	NOUN
fbem-11469	79	19	,	,	PUNCT
fbem-11469	79	20	and	and	CCONJ
fbem-11469	79	21	consumers	consumer	NOUN
fbem-11469	79	22	'	'	PART
fbem-11469	79	23	consumption	consumption	NOUN
fbem-11469	79	24	desires	desire	NOUN
fbem-11469	79	25	are	be	AUX
fbem-11469	79	26	no	no	ADV
fbem-11469	79	27	longer	long	ADV
fbem-11469	79	28	satisfied	satisfied	ADJ
fbem-11469	79	29	with	with	ADP
fbem-11469	79	30	material	material	NOUN
fbem-11469	79	31	needs	need	NOUN
fbem-11469	79	32	such	such	ADJ
fbem-11469	79	33	as	as	ADP
fbem-11469	79	34	food	food	NOUN
fbem-11469	79	35	and	and	CCONJ
fbem-11469	79	36	clothing	clothing	NOUN
fbem-11469	79	37	,	,	PUNCT
fbem-11469	79	38	but	but	CCONJ
fbem-11469	79	39	are	be	AUX
fbem-11469	79	40	replaced	replace	VERB
fbem-11469	79	41	by	by	ADP
fbem-11469	79	42	the	the	DET
fbem-11469	79	43	spiritual	spiritual	ADJ
fbem-11469	79	44	level	level	NOUN
fbem-11469	79	45	of	of	ADP
fbem-11469	79	46	sustenance	sustenance	NOUN
fbem-11469	79	47	,	,	PUNCT
fbem-11469	79	48	which	which	PRON
fbem-11469	79	49	promotes	promote	VERB
fbem-11469	79	50	the	the	DET
fbem-11469	79	51	optimization	optimization	NOUN
fbem-11469	79	52	of	of	ADP
fbem-11469	79	53	the	the	DET
fbem-11469	79	54	residents	resident	NOUN
fbem-11469	79	55	'	'	PART
fbem-11469	79	56	consumption	consumption	NOUN
fbem-11469	79	57	structure	structure	NOUN
fbem-11469	79	58	.	.	PUNCT
fbem-11469	80	1	from	from	ADP
fbem-11469	80	2	a	a	DET
fbem-11469	80	3	macro	macro	ADJ
fbem-11469	80	4	point	point	NOUN
fbem-11469	80	5	of	of	ADP
fbem-11469	80	6	view	view	NOUN
fbem-11469	80	7	,	,	PUNCT
fbem-11469	80	8	the	the	DET
fbem-11469	80	9	digital	digital	ADJ
fbem-11469	80	10	economy	economy	NOUN
fbem-11469	80	11	breaks	break	VERB
fbem-11469	80	12	down	down	ADP
fbem-11469	80	13	regional	regional	ADJ
fbem-11469	80	14	and	and	CCONJ
fbem-11469	80	15	urbanrural	urbanrural	ADJ
fbem-11469	80	16	market	market	NOUN
fbem-11469	80	17	segmentation	segmentation	NOUN
fbem-11469	80	18	,	,	PUNCT
fbem-11469	80	19	expands	expand	VERB
fbem-11469	80	20	the	the	DET
fbem-11469	80	21	scope	scope	NOUN
fbem-11469	80	22	of	of	ADP
fbem-11469	80	23	the	the	DET
fbem-11469	80	24	flow	flow	NOUN
fbem-11469	80	25	of	of	ADP
fbem-11469	80	26	goods	good	NOUN
fbem-11469	80	27	and	and	CCONJ
fbem-11469	80	28	services	service	NOUN
fbem-11469	80	29	,	,	PUNCT
fbem-11469	80	30	and	and	CCONJ
fbem-11469	80	31	better	well	ADV
fbem-11469	80	32	meets	meet	VERB
fbem-11469	80	33	the	the	DET
fbem-11469	80	34	consumption	consumption	NOUN
fbem-11469	80	35	needs	need	NOUN
fbem-11469	80	36	of	of	ADP
fbem-11469	80	37	residents	resident	NOUN
fbem-11469	80	38	.	.	PUNCT
fbem-11469	81	1	in	in	ADP
fbem-11469	81	2	addition	addition	NOUN
fbem-11469	81	3	,	,	PUNCT
fbem-11469	81	4	the	the	DET
fbem-11469	81	5	new	new	ADJ
fbem-11469	81	6	service	service	NOUN
fbem-11469	81	7	capacity	capacity	NOUN
fbem-11469	81	8	created	create	VERB
fbem-11469	81	9	by	by	ADP
fbem-11469	81	10	the	the	DET
fbem-11469	81	11	digital	digital	ADJ
fbem-11469	81	12	economy	economy	NOUN
fbem-11469	81	13	is	be	AUX
fbem-11469	81	14	also	also	ADV
fbem-11469	81	15	expanding	expand	VERB
fbem-11469	81	16	,	,	PUNCT
fbem-11469	81	17	and	and	CCONJ
fbem-11469	81	18	virtual	virtual	ADJ
fbem-11469	81	19	services	service	NOUN
fbem-11469	81	20	such	such	ADJ
fbem-11469	81	21	as	as	ADP
fbem-11469	81	22	online	online	ADJ
fbem-11469	81	23	consumption	consumption	NOUN
fbem-11469	81	24	are	be	AUX
fbem-11469	81	25	increasingly	increasingly	ADV
fbem-11469	81	26	favored	favor	VERB
fbem-11469	81	27	by	by	ADP
fbem-11469	81	28	consumers	consumer	NOUN
fbem-11469	81	29	,	,	PUNCT
fbem-11469	81	30	realizing	realize	VERB
fbem-11469	81	31	the	the	DET
fbem-11469	81	32	transformation	transformation	NOUN
fbem-11469	81	33	of	of	ADP
fbem-11469	81	34	physical	physical	ADJ
fbem-11469	81	35	-	-	PUNCT
fbem-11469	81	36	type	type	NOUN
fbem-11469	81	37	consumption	consumption	NOUN
fbem-11469	81	38	to	to	ADP
fbem-11469	81	39	virtual	virtual	ADJ
fbem-11469	81	40	service	service	NOUN
fbem-11469	81	41	-	-	PUNCT
fbem-11469	81	42	type	type	NOUN
fbem-11469	81	43	consumption	consumption	NOUN
fbem-11469	81	44	.	.	PUNCT
fbem-11469	82	1	therefore	therefore	ADV
fbem-11469	82	2	,	,	PUNCT
fbem-11469	82	3	based	base	VERB
fbem-11469	82	4	on	on	ADP
fbem-11469	82	5	the	the	DET
fbem-11469	82	6	above	above	ADJ
fbem-11469	82	7	analysis	analysis	NOUN
fbem-11469	82	8	,	,	PUNCT
fbem-11469	82	9	the	the	DET
fbem-11469	82	10	following	follow	VERB
fbem-11469	82	11	hypothesis	hypothesis	NOUN
fbem-11469	82	12	is	be	AUX
fbem-11469	82	13	proposed	propose	VERB
fbem-11469	82	14	:	:	PUNCT
fbem-11469	82	15	hypothesis	hypothesis	NOUN
fbem-11469	82	16	iii	iii	PROPN
fbem-11469	82	17	:	:	PUNCT
fbem-11469	82	18	the	the	DET
fbem-11469	82	19	digital	digital	ADJ
fbem-11469	82	20	economy	economy	NOUN
fbem-11469	82	21	may	may	AUX
fbem-11469	82	22	not	not	PART
fbem-11469	82	23	have	have	VERB
fbem-11469	82	24	an	an	DET
fbem-11469	82	25	impact	impact	NOUN
fbem-11469	82	26	on	on	ADP
fbem-11469	82	27	the	the	DET
fbem-11469	82	28	level	level	NOUN
fbem-11469	82	29	of	of	ADP
fbem-11469	82	30	consumption	consumption	NOUN
fbem-11469	82	31	of	of	ADP
fbem-11469	82	32	residents	resident	NOUN
fbem-11469	82	33	through	through	ADP
fbem-11469	82	34	technological	technological	ADJ
fbem-11469	82	35	innovation	innovation	NOUN
fbem-11469	82	36	.	.	PUNCT
fbem-11469	83	1	hypothesis	hypothesis	NOUN
fbem-11469	83	2	4	4	NUM
fbem-11469	83	3	:	:	PUNCT
fbem-11469	83	4	the	the	DET
fbem-11469	83	5	digital	digital	ADJ
fbem-11469	83	6	economy	economy	NOUN
fbem-11469	83	7	may	may	AUX
fbem-11469	83	8	realize	realize	VERB
fbem-11469	83	9	the	the	DET
fbem-11469	83	10	optimization	optimization	NOUN
fbem-11469	83	11	of	of	ADP
fbem-11469	83	12	residents	resident	NOUN
fbem-11469	83	13	'	'	PART
fbem-11469	83	14	consumption	consumption	NOUN
fbem-11469	83	15	structure	structure	NOUN
fbem-11469	83	16	through	through	ADP
fbem-11469	83	17	technological	technological	ADJ
fbem-11469	83	18	innovation	innovation	NOUN
fbem-11469	83	19	.	.	PUNCT
fbem-11469	84	1	4	4	X
fbem-11469	84	2	.	.	X
fbem-11469	84	3	model	model	NOUN
fbem-11469	84	4	setting	setting	NOUN
fbem-11469	84	5	and	and	CCONJ
fbem-11469	84	6	variable	variable	ADJ
fbem-11469	84	7	selection	selection	NOUN
fbem-11469	84	8	4.1	4.1	NUM
fbem-11469	84	9	.	.	PUNCT
fbem-11469	84	10	econometric	econometric	ADJ
fbem-11469	84	11	model	model	NOUN
fbem-11469	84	12	setting	set	VERB
fbem-11469	84	13	in	in	ADP
fbem-11469	84	14	order	order	NOUN
fbem-11469	84	15	to	to	PART
fbem-11469	84	16	study	study	VERB
fbem-11469	84	17	the	the	DET
fbem-11469	84	18	impact	impact	NOUN
fbem-11469	84	19	of	of	ADP
fbem-11469	84	20	digital	digital	ADJ
fbem-11469	84	21	economy	economy	NOUN
fbem-11469	84	22	on	on	ADP
fbem-11469	84	23	residents	resident	NOUN
fbem-11469	84	24	'	'	PART
fbem-11469	84	25	consumption	consumption	NOUN
fbem-11469	84	26	upgrading	upgrading	NOUN
fbem-11469	84	27	,	,	PUNCT
fbem-11469	84	28	the	the	DET
fbem-11469	84	29	basic	basic	ADJ
fbem-11469	84	30	test	test	NOUN
fbem-11469	84	31	model	model	NOUN
fbem-11469	84	32	set	set	VERB
fbem-11469	84	33	in	in	ADP
fbem-11469	84	34	this	this	DET
fbem-11469	84	35	paper	paper	NOUN
fbem-11469	84	36	is	be	AUX
fbem-11469	84	37	as	as	SCONJ
fbem-11469	84	38	follows	follow	VERB
fbem-11469	84	39	:	:	PUNCT
fbem-11469	84	40	consume1	consume1	PROPN
fbem-11469	84	41	𝛼	𝛼	VERB
fbem-11469	84	42	𝛼	𝛼	NOUN
fbem-11469	84	43	lnindex	lnindex	NOUN
fbem-11469	84	44	𝛼	𝛼	PROPN
fbem-11469	84	45	control	control	NOUN
fbem-11469	84	46	𝜇	𝜇	X
fbem-11469	84	47	(	(	PUNCT
fbem-11469	84	48	1	1	NUM
fbem-11469	84	49	)	)	PUNCT
fbem-11469	84	50	consume2	consume2	NOUN
fbem-11469	85	1	𝛽	𝛽	ADP
fbem-11469	85	2	𝛽	𝛽	PROPN
fbem-11469	85	3	lnindex	lnindex	NOUN
fbem-11469	85	4	𝛽	𝛽	PROPN
fbem-11469	85	5	control	control	NOUN
fbem-11469	85	6	𝜇	𝜇	ADP
fbem-11469	85	7	(	(	PUNCT
fbem-11469	85	8	2	2	NUM
fbem-11469	85	9	)	)	PUNCT
fbem-11469	85	10	164	164	NUM
fbem-11469	85	11	in	in	ADP
fbem-11469	85	12	model	model	NOUN
fbem-11469	85	13	(	(	PUNCT
fbem-11469	85	14	1	1	NUM
fbem-11469	85	15	)	)	PUNCT
fbem-11469	85	16	(	(	PUNCT
fbem-11469	85	17	2	2	NUM
fbem-11469	85	18	)	)	PUNCT
fbem-11469	85	19	,	,	PUNCT
fbem-11469	85	20	the	the	DET
fbem-11469	85	21	subscripts	subscript	NOUN
fbem-11469	86	1	i	i	PRON
fbem-11469	86	2	and	and	CCONJ
fbem-11469	86	3	t	t	PROPN
fbem-11469	86	4	denote	denote	VERB
fbem-11469	86	5	province	province	NOUN
fbem-11469	86	6	and	and	CCONJ
fbem-11469	86	7	time	time	NOUN
fbem-11469	86	8	respectively	respectively	ADV
fbem-11469	86	9	,	,	PUNCT
fbem-11469	86	10	the	the	DET
fbem-11469	86	11	explanatory	explanatory	ADJ
fbem-11469	86	12	variable	variable	ADJ
fbem-11469	86	13	consume1	consume1	NOUN
fbem-11469	86	14	is	be	AUX
fbem-11469	86	15	a	a	DET
fbem-11469	86	16	measure	measure	NOUN
fbem-11469	86	17	of	of	ADP
fbem-11469	86	18	consumption	consumption	NOUN
fbem-11469	86	19	level	level	NOUN
fbem-11469	86	20	,	,	PUNCT
fbem-11469	86	21	and	and	CCONJ
fbem-11469	86	22	consume2	consume2	NOUN
fbem-11469	86	23	is	be	AUX
fbem-11469	86	24	a	a	DET
fbem-11469	86	25	measure	measure	NOUN
fbem-11469	86	26	of	of	ADP
fbem-11469	86	27	consumption	consumption	NOUN
fbem-11469	86	28	structure	structure	NOUN
fbem-11469	86	29	,	,	PUNCT
fbem-11469	86	30	and	and	CCONJ
fbem-11469	86	31	lnindex	lnindex	NOUN
fbem-11469	86	32	is	be	AUX
fbem-11469	86	33	the	the	DET
fbem-11469	86	34	core	core	ADJ
fbem-11469	86	35	explanatory	explanatory	ADJ
fbem-11469	86	36	variable	variable	NOUN
fbem-11469	86	37	of	of	ADP
fbem-11469	86	38	this	this	DET
fbem-11469	86	39	paper	paper	NOUN
fbem-11469	86	40	,	,	PUNCT
fbem-11469	86	41	which	which	PRON
fbem-11469	86	42	indicates	indicate	VERB
fbem-11469	86	43	the	the	DET
fbem-11469	86	44	level	level	NOUN
fbem-11469	86	45	of	of	ADP
fbem-11469	86	46	digital	digital	ADJ
fbem-11469	86	47	economy	economy	NOUN
fbem-11469	86	48	development	development	NOUN
fbem-11469	86	49	.	.	PUNCT
fbem-11469	87	1	control	control	NOUN
fbem-11469	87	2	indicates	indicate	VERB
fbem-11469	87	3	other	other	ADJ
fbem-11469	87	4	control	control	NOUN
fbem-11469	87	5	variables	variable	NOUN
fbem-11469	87	6	that	that	PRON
fbem-11469	87	7	may	may	AUX
fbem-11469	87	8	affect	affect	VERB
fbem-11469	87	9	residents	resident	NOUN
fbem-11469	87	10	'	'	PART
fbem-11469	87	11	consumption	consumption	NOUN
fbem-11469	87	12	upgrading	upgrading	NOUN
fbem-11469	87	13	.	.	PUNCT
fbem-11469	88	1	𝜇	𝜇	ADP
fbem-11469	88	2	is	be	AUX
fbem-11469	88	3	the	the	DET
fbem-11469	88	4	error	error	NOUN
fbem-11469	88	5	correction	correction	NOUN
fbem-11469	88	6	term	term	NOUN
fbem-11469	88	7	.	.	PUNCT
fbem-11469	89	1	mechanism	mechanism	NOUN
fbem-11469	89	2	analysis	analysis	NOUN
fbem-11469	89	3	,	,	PUNCT
fbem-11469	89	4	in	in	ADP
fbem-11469	89	5	order	order	NOUN
fbem-11469	89	6	to	to	PART
fbem-11469	89	7	explore	explore	VERB
fbem-11469	89	8	the	the	DET
fbem-11469	89	9	mechanism	mechanism	NOUN
fbem-11469	89	10	of	of	ADP
fbem-11469	89	11	the	the	DET
fbem-11469	89	12	digital	digital	ADJ
fbem-11469	89	13	economy	economy	NOUN
fbem-11469	89	14	affecting	affect	VERB
fbem-11469	89	15	residents	resident	NOUN
fbem-11469	89	16	'	'	PART
fbem-11469	89	17	consumption	consumption	NOUN
fbem-11469	89	18	upgrading	upgrade	VERB
fbem-11469	89	19	this	this	DET
fbem-11469	89	20	paper	paper	NOUN
fbem-11469	89	21	uses	use	VERB
fbem-11469	89	22	the	the	DET
fbem-11469	89	23	mediation	mediation	NOUN
fbem-11469	89	24	effect	effect	NOUN
fbem-11469	89	25	model	model	NOUN
fbem-11469	89	26	to	to	ADP
fbem-11469	89	27	further	further	ADJ
fbem-11469	89	28	study	study	VERB
fbem-11469	89	29	.	.	PUNCT
fbem-11469	90	1	lninnovation	lninnovation	NOUN
fbem-11469	90	2	𝛾	𝛾	ADP
fbem-11469	90	3	𝛾	𝛾	ADP
fbem-11469	90	4	lnindex	lnindex	NOUN
fbem-11469	90	5	𝛾	𝛾	NOUN
fbem-11469	90	6	control	control	NOUN
fbem-11469	90	7	𝜇	𝜇	ADP
fbem-11469	90	8	(	(	PUNCT
fbem-11469	90	9	3	3	NUM
fbem-11469	90	10	)	)	PUNCT
fbem-11469	90	11	consume1	consume1	NOUN
fbem-11469	91	1	𝜃	𝜃	PUNCT
fbem-11469	91	2	𝜃	𝜃	PRON
fbem-11469	91	3	lnindex	lnindex	NOUN
fbem-11469	91	4	𝜃	𝜃	X
fbem-11469	91	5	lninnovation	lninnovation	NOUN
fbem-11469	91	6	𝜃	𝜃	X
fbem-11469	91	7	control	control	NOUN
fbem-11469	91	8	𝜇	𝜇	X
fbem-11469	91	9	(	(	PUNCT
fbem-11469	91	10	4	4	NUM
fbem-11469	91	11	)	)	PUNCT
fbem-11469	91	12	consume2	consume2	NOUN
fbem-11469	92	1	𝜎	𝜎	PROPN
fbem-11469	92	2	𝜎	𝜎	PROPN
fbem-11469	92	3	lnindex	lnindex	NOUN
fbem-11469	92	4	𝜎	𝜎	PROPN
fbem-11469	93	1	lninnovation	lninnovation	NOUN
fbem-11469	93	2	𝜎	𝜎	PROPN
fbem-11469	93	3	control	control	NOUN
fbem-11469	93	4	𝜇	𝜇	X
fbem-11469	93	5	(	(	PUNCT
fbem-11469	93	6	5	5	NUM
fbem-11469	93	7	)	)	PUNCT
fbem-11469	93	8	where	where	SCONJ
fbem-11469	93	9	innovation	innovation	NOUN
fbem-11469	93	10	in	in	ADP
fbem-11469	93	11	model	model	NOUN
fbem-11469	93	12	(	(	PUNCT
fbem-11469	93	13	3	3	NUM
fbem-11469	93	14	)	)	PUNCT
fbem-11469	93	15	,	,	PUNCT
fbem-11469	93	16	(	(	PUNCT
fbem-11469	93	17	4	4	NUM
fbem-11469	93	18	)	)	PUNCT
fbem-11469	93	19	,	,	PUNCT
fbem-11469	93	20	(	(	PUNCT
fbem-11469	93	21	5	5	X
fbem-11469	93	22	)	)	PUNCT
fbem-11469	93	23	is	be	AUX
fbem-11469	93	24	the	the	DET
fbem-11469	93	25	measure	measure	NOUN
fbem-11469	93	26	of	of	ADP
fbem-11469	93	27	technological	technological	ADJ
fbem-11469	93	28	innovation	innovation	NOUN
fbem-11469	93	29	.	.	PUNCT
fbem-11469	94	1	4.2	4.2	NUM
fbem-11469	94	2	.	.	PUNCT
fbem-11469	94	3	variable	variable	ADJ
fbem-11469	94	4	selection	selection	NOUN
fbem-11469	94	5	and	and	CCONJ
fbem-11469	94	6	data	datum	NOUN
fbem-11469	94	7	source	source	NOUN
fbem-11469	94	8	4.2.1	4.2.1	NUM
fbem-11469	94	9	.	.	PUNCT
fbem-11469	94	10	variable	variable	ADJ
fbem-11469	94	11	selection	selection	NOUN
fbem-11469	94	12	and	and	CCONJ
fbem-11469	94	13	processing	processing	NOUN
fbem-11469	94	14	explained	explain	VERB
fbem-11469	94	15	variable	variable	NOUN
fbem-11469	94	16	:	:	PUNCT
fbem-11469	94	17	residents	resident	NOUN
fbem-11469	94	18	'	'	PART
fbem-11469	94	19	consumption	consumption	NOUN
fbem-11469	94	20	upgrading	upgrading	NOUN
fbem-11469	94	21	index	index	NOUN
fbem-11469	94	22	.	.	PUNCT
fbem-11469	95	1	it	it	PRON
fbem-11469	95	2	is	be	AUX
fbem-11469	95	3	mainly	mainly	ADV
fbem-11469	95	4	examined	examine	VERB
fbem-11469	95	5	from	from	ADP
fbem-11469	95	6	two	two	NUM
fbem-11469	95	7	dimensions	dimension	NOUN
fbem-11469	95	8	:	:	PUNCT
fbem-11469	95	9	firstly	firstly	ADV
fbem-11469	95	10	,	,	PUNCT
fbem-11469	95	11	the	the	DET
fbem-11469	95	12	improvement	improvement	NOUN
fbem-11469	95	13	of	of	ADP
fbem-11469	95	14	residents	resident	NOUN
fbem-11469	95	15	'	'	PART
fbem-11469	95	16	consumption	consumption	NOUN
fbem-11469	95	17	scale	scale	NOUN
fbem-11469	95	18	,	,	PUNCT
fbem-11469	95	19	which	which	PRON
fbem-11469	95	20	is	be	AUX
fbem-11469	95	21	measured	measure	VERB
fbem-11469	95	22	by	by	ADP
fbem-11469	95	23	residents	resident	NOUN
fbem-11469	95	24	'	'	PART
fbem-11469	95	25	per	per	ADP
fbem-11469	95	26	capita	capita	X
fbem-11469	95	27	consumption	consumption	NOUN
fbem-11469	95	28	expenditure	expenditure	NOUN
fbem-11469	95	29	(	(	PUNCT
fbem-11469	95	30	consume1	consume1	NOUN
fbem-11469	95	31	)	)	PUNCT
fbem-11469	95	32	;	;	PUNCT
fbem-11469	95	33	secondly	secondly	ADV
fbem-11469	95	34	,	,	PUNCT
fbem-11469	95	35	the	the	DET
fbem-11469	95	36	optimization	optimization	NOUN
fbem-11469	95	37	degree	degree	NOUN
fbem-11469	95	38	of	of	ADP
fbem-11469	95	39	consumption	consumption	NOUN
fbem-11469	95	40	structure	structure	NOUN
fbem-11469	95	41	(	(	PUNCT
fbem-11469	95	42	consume2	consume2	NOUN
fbem-11469	95	43	)	)	PUNCT
fbem-11469	95	44	;	;	PUNCT
fbem-11469	95	45	the	the	DET
fbem-11469	95	46	measurement	measurement	NOUN
fbem-11469	95	47	of	of	ADP
fbem-11469	95	48	consumption	consumption	NOUN
fbem-11469	95	49	structure	structure	NOUN
fbem-11469	95	50	index	index	NOUN
fbem-11469	95	51	is	be	AUX
fbem-11469	95	52	divided	divide	VERB
fbem-11469	95	53	into	into	ADP
fbem-11469	95	54	three	three	NUM
fbem-11469	95	55	categories	category	NOUN
fbem-11469	95	56	,	,	PUNCT
fbem-11469	95	57	namely	namely	ADV
fbem-11469	95	58	,	,	PUNCT
fbem-11469	95	59	survival	survival	ADJ
fbem-11469	95	60	consumption	consumption	NOUN
fbem-11469	95	61	expenditure	expenditure	NOUN
fbem-11469	95	62	,	,	PUNCT
fbem-11469	95	63	development	development	NOUN
fbem-11469	95	64	consumption	consumption	NOUN
fbem-11469	95	65	expenditure	expenditure	NOUN
fbem-11469	95	66	and	and	CCONJ
fbem-11469	95	67	enjoyment	enjoyment	NOUN
fbem-11469	95	68	consumption	consumption	NOUN
fbem-11469	95	69	expenditure	expenditure	NOUN
fbem-11469	95	70	,	,	PUNCT
fbem-11469	95	71	in	in	ADP
fbem-11469	95	72	accordance	accordance	NOUN
fbem-11469	95	73	with	with	ADP
fbem-11469	95	74	the	the	DET
fbem-11469	95	75	classification	classification	NOUN
fbem-11469	95	76	standard	standard	NOUN
fbem-11469	95	77	of	of	ADP
fbem-11469	95	78	national	national	PROPN
fbem-11469	95	79	bureau	bureau	PROPN
fbem-11469	95	80	of	of	ADP
fbem-11469	95	81	statistics	statistic	NOUN
fbem-11469	95	82	(	(	PUNCT
fbem-11469	95	83	nbs	nbs	PROPN
fbem-11469	95	84	)	)	PUNCT
fbem-11469	95	85	.	.	PUNCT
fbem-11469	96	1	consumption	consumption	NOUN
fbem-11469	96	2	structure	structure	NOUN
fbem-11469	96	3	indicators	indicator	NOUN
fbem-11469	96	4	are	be	AUX
fbem-11469	96	5	measured	measure	VERB
fbem-11469	96	6	according	accord	VERB
fbem-11469	96	7	to	to	ADP
fbem-11469	96	8	the	the	DET
fbem-11469	96	9	classification	classification	NOUN
fbem-11469	96	10	standards	standard	NOUN
fbem-11469	96	11	of	of	ADP
fbem-11469	96	12	the	the	DET
fbem-11469	96	13	national	national	PROPN
fbem-11469	96	14	bureau	bureau	PROPN
fbem-11469	96	15	of	of	ADP
fbem-11469	96	16	statistics	statistics	PROPN
fbem-11469	96	17	.	.	PUNCT
fbem-11469	97	1	survival	survival	NOUN
fbem-11469	97	2	-	-	PUNCT
fbem-11469	97	3	type	type	NOUN
fbem-11469	97	4	consumption	consumption	NOUN
fbem-11469	97	5	expenditure	expenditure	NOUN
fbem-11469	97	6	includes	include	VERB
fbem-11469	97	7	food	food	NOUN
fbem-11469	97	8	,	,	PUNCT
fbem-11469	97	9	clothing	clothing	NOUN
fbem-11469	97	10	and	and	CCONJ
fbem-11469	97	11	housing	housing	NOUN
fbem-11469	97	12	consumption	consumption	NOUN
fbem-11469	97	13	expenditure	expenditure	NOUN
fbem-11469	97	14	;	;	PUNCT
fbem-11469	97	15	development	development	NOUN
fbem-11469	97	16	-	-	PUNCT
fbem-11469	97	17	type	type	NOUN
fbem-11469	97	18	consumption	consumption	NOUN
fbem-11469	97	19	expenditure	expenditure	NOUN
fbem-11469	97	20	includes	include	VERB
fbem-11469	97	21	household	household	NOUN
fbem-11469	97	22	equipment	equipment	NOUN
fbem-11469	97	23	and	and	CCONJ
fbem-11469	97	24	transportation	transportation	NOUN
fbem-11469	97	25	and	and	CCONJ
fbem-11469	97	26	communication	communication	NOUN
fbem-11469	97	27	consumption	consumption	NOUN
fbem-11469	97	28	expenditure	expenditure	NOUN
fbem-11469	97	29	;	;	PUNCT
fbem-11469	97	30	and	and	CCONJ
fbem-11469	97	31	enjoyment	enjoyment	NOUN
fbem-11469	97	32	-	-	PUNCT
fbem-11469	97	33	type	type	NOUN
fbem-11469	97	34	consumption	consumption	NOUN
fbem-11469	97	35	expenditure	expenditure	NOUN
fbem-11469	97	36	includes	include	VERB
fbem-11469	97	37	culture	culture	NOUN
fbem-11469	97	38	,	,	PUNCT
fbem-11469	97	39	education	education	NOUN
fbem-11469	97	40	and	and	CCONJ
fbem-11469	97	41	recreation	recreation	NOUN
fbem-11469	97	42	and	and	CCONJ
fbem-11469	97	43	medical	medical	ADJ
fbem-11469	97	44	care	care	NOUN
fbem-11469	97	45	consumption	consumption	NOUN
fbem-11469	97	46	expenditure	expenditure	NOUN
fbem-11469	97	47	.	.	PUNCT
fbem-11469	98	1	the	the	DET
fbem-11469	98	2	proportions	proportion	NOUN
fbem-11469	98	3	of	of	ADP
fbem-11469	98	4	survival	survival	NOUN
fbem-11469	98	5	-	-	PUNCT
fbem-11469	98	6	type	type	NOUN
fbem-11469	98	7	,	,	PUNCT
fbem-11469	98	8	developmenttype	developmenttype	NOUN
fbem-11469	98	9	,	,	PUNCT
fbem-11469	98	10	and	and	CCONJ
fbem-11469	98	11	enjoyment	enjoyment	NOUN
fbem-11469	98	12	-	-	PUNCT
fbem-11469	98	13	type	type	NOUN
fbem-11469	98	14	consumption	consumption	NOUN
fbem-11469	98	15	in	in	ADP
fbem-11469	98	16	the	the	DET
fbem-11469	98	17	total	total	ADJ
fbem-11469	98	18	consumption	consumption	NOUN
fbem-11469	98	19	of	of	ADP
fbem-11469	98	20	the	the	DET
fbem-11469	98	21	population	population	NOUN
fbem-11469	98	22	are	be	AUX
fbem-11469	98	23	calculated	calculate	VERB
fbem-11469	98	24	separately	separately	ADV
fbem-11469	98	25	,	,	PUNCT
fbem-11469	98	26	and	and	CCONJ
fbem-11469	98	27	consumption	consumption	NOUN
fbem-11469	98	28	is	be	AUX
fbem-11469	98	29	considered	consider	VERB
fbem-11469	98	30	to	to	PART
fbem-11469	98	31	be	be	AUX
fbem-11469	98	32	upgraded	upgrade	VERB
fbem-11469	98	33	when	when	SCONJ
fbem-11469	98	34	the	the	DET
fbem-11469	98	35	proportions	proportion	NOUN
fbem-11469	98	36	of	of	ADP
fbem-11469	98	37	development	development	NOUN
fbem-11469	98	38	-	-	PUNCT
fbem-11469	98	39	type	type	NOUN
fbem-11469	98	40	and	and	CCONJ
fbem-11469	98	41	enjoyment	enjoyment	NOUN
fbem-11469	98	42	-	-	PUNCT
fbem-11469	98	43	type	type	NOUN
fbem-11469	98	44	consumption	consumption	NOUN
fbem-11469	98	45	in	in	ADP
fbem-11469	98	46	the	the	DET
fbem-11469	98	47	total	total	ADJ
fbem-11469	98	48	consumption	consumption	NOUN
fbem-11469	98	49	increase	increase	NOUN
fbem-11469	98	50	.	.	PUNCT
fbem-11469	99	1	core	core	ADJ
fbem-11469	99	2	explanatory	explanatory	ADJ
fbem-11469	99	3	variable	variable	NOUN
fbem-11469	99	4	:	:	PUNCT
fbem-11469	99	5	the	the	DET
fbem-11469	99	6	level	level	NOUN
fbem-11469	99	7	of	of	ADP
fbem-11469	99	8	digital	digital	ADJ
fbem-11469	99	9	economy	economy	NOUN
fbem-11469	99	10	.	.	PUNCT
fbem-11469	100	1	in	in	ADP
fbem-11469	100	2	this	this	DET
fbem-11469	100	3	paper	paper	NOUN
fbem-11469	100	4	,	,	PUNCT
fbem-11469	100	5	peking	peking	NOUN
fbem-11469	100	6	university	university	NOUN
fbem-11469	100	7	's	's	PART
fbem-11469	100	8	digital	digital	ADJ
fbem-11469	100	9	inclusive	inclusive	ADJ
fbem-11469	100	10	finance	finance	NOUN
fbem-11469	100	11	index	index	NOUN
fbem-11469	100	12	is	be	AUX
fbem-11469	100	13	used	use	VERB
fbem-11469	100	14	as	as	ADP
fbem-11469	100	15	an	an	DET
fbem-11469	100	16	indicator	indicator	NOUN
fbem-11469	100	17	to	to	PART
fbem-11469	100	18	measure	measure	VERB
fbem-11469	100	19	the	the	DET
fbem-11469	100	20	development	development	NOUN
fbem-11469	100	21	of	of	ADP
fbem-11469	100	22	digital	digital	ADJ
fbem-11469	100	23	economy	economy	NOUN
fbem-11469	100	24	.	.	PUNCT
fbem-11469	101	1	the	the	DET
fbem-11469	101	2	digital	digital	ADJ
fbem-11469	101	3	financial	financial	ADJ
fbem-11469	101	4	inclusion	inclusion	NOUN
fbem-11469	101	5	index	index	NOUN
fbem-11469	101	6	(	(	PUNCT
fbem-11469	101	7	index	index	NOUN
fbem-11469	101	8	)	)	PUNCT
fbem-11469	101	9	is	be	AUX
fbem-11469	101	10	constructed	construct	VERB
fbem-11469	101	11	by	by	ADP
fbem-11469	101	12	three	three	NUM
fbem-11469	101	13	dimensions	dimension	NOUN
fbem-11469	101	14	:	:	PUNCT
fbem-11469	101	15	the	the	DET
fbem-11469	101	16	breadth	breadth	NOUN
fbem-11469	101	17	of	of	ADP
fbem-11469	101	18	digital	digital	ADJ
fbem-11469	101	19	financial	financial	ADJ
fbem-11469	101	20	coverage	coverage	NOUN
fbem-11469	101	21	,	,	PUNCT
fbem-11469	101	22	the	the	DET
fbem-11469	101	23	depth	depth	NOUN
fbem-11469	101	24	of	of	ADP
fbem-11469	101	25	digital	digital	ADJ
fbem-11469	101	26	financial	financial	ADJ
fbem-11469	101	27	use	use	NOUN
fbem-11469	101	28	,	,	PUNCT
fbem-11469	101	29	and	and	CCONJ
fbem-11469	101	30	the	the	DET
fbem-11469	101	31	degree	degree	NOUN
fbem-11469	101	32	of	of	ADP
fbem-11469	101	33	digitization	digitization	NOUN
fbem-11469	101	34	of	of	ADP
fbem-11469	101	35	inclusive	inclusive	ADJ
fbem-11469	101	36	finance	finance	NOUN
fbem-11469	101	37	,	,	PUNCT
fbem-11469	101	38	which	which	PRON
fbem-11469	101	39	is	be	AUX
fbem-11469	101	40	available	available	ADJ
fbem-11469	101	41	and	and	CCONJ
fbem-11469	101	42	reliable	reliable	ADJ
fbem-11469	101	43	.	.	PUNCT
fbem-11469	102	1	mediating	mediate	VERB
fbem-11469	102	2	variable	variable	NOUN
fbem-11469	102	3	:	:	PUNCT
fbem-11469	102	4	technological	technological	ADJ
fbem-11469	102	5	innovation	innovation	NOUN
fbem-11469	102	6	.	.	PUNCT
fbem-11469	103	1	technological	technological	ADJ
fbem-11469	103	2	progress	progress	NOUN
fbem-11469	103	3	has	have	AUX
fbem-11469	103	4	prospered	prosper	VERB
fbem-11469	103	5	the	the	DET
fbem-11469	103	6	economic	economic	ADJ
fbem-11469	103	7	market	market	NOUN
fbem-11469	103	8	and	and	CCONJ
fbem-11469	103	9	stimulated	stimulate	VERB
fbem-11469	103	10	the	the	DET
fbem-11469	103	11	rapid	rapid	ADJ
fbem-11469	103	12	expansion	expansion	NOUN
fbem-11469	103	13	of	of	ADP
fbem-11469	103	14	people	people	NOUN
fbem-11469	103	15	's	's	PART
fbem-11469	103	16	consumption	consumption	NOUN
fbem-11469	103	17	desire	desire	NOUN
fbem-11469	103	18	.	.	PUNCT
fbem-11469	104	1	therefore	therefore	ADV
fbem-11469	104	2	,	,	PUNCT
fbem-11469	104	3	this	this	DET
fbem-11469	104	4	paper	paper	NOUN
fbem-11469	104	5	portrays	portray	VERB
fbem-11469	104	6	technological	technological	ADJ
fbem-11469	104	7	innovation	innovation	NOUN
fbem-11469	104	8	through	through	ADP
fbem-11469	104	9	technology	technology	NOUN
fbem-11469	104	10	market	market	NOUN
fbem-11469	104	11	turnover	turnover	NOUN
fbem-11469	104	12	.	.	PUNCT
fbem-11469	105	1	control	control	NOUN
fbem-11469	105	2	variables	variable	NOUN
fbem-11469	105	3	:	:	PUNCT
fbem-11469	105	4	per	per	ADP
fbem-11469	105	5	capita	capita	X
fbem-11469	105	6	disposable	disposable	ADJ
fbem-11469	105	7	income	income	NOUN
fbem-11469	105	8	(	(	PUNCT
fbem-11469	105	9	income	income	NOUN
fbem-11469	105	10	)	)	PUNCT
fbem-11469	105	11	,	,	PUNCT
fbem-11469	105	12	according	accord	VERB
fbem-11469	105	13	to	to	ADP
fbem-11469	105	14	the	the	DET
fbem-11469	105	15	theory	theory	NOUN
fbem-11469	105	16	of	of	ADP
fbem-11469	105	17	income	income	NOUN
fbem-11469	105	18	and	and	CCONJ
fbem-11469	105	19	consumption	consumption	NOUN
fbem-11469	105	20	,	,	PUNCT
fbem-11469	105	21	residents	resident	NOUN
fbem-11469	105	22	'	'	PART
fbem-11469	105	23	consumption	consumption	NOUN
fbem-11469	105	24	is	be	AUX
fbem-11469	105	25	mainly	mainly	ADV
fbem-11469	105	26	affected	affect	VERB
fbem-11469	105	27	by	by	ADP
fbem-11469	105	28	per	per	ADP
fbem-11469	105	29	capita	capita	X
fbem-11469	105	30	disposable	disposable	ADJ
fbem-11469	105	31	income	income	NOUN
fbem-11469	105	32	;	;	PUNCT
fbem-11469	105	33	social	social	ADJ
fbem-11469	105	34	security	security	NOUN
fbem-11469	105	35	(	(	PUNCT
fbem-11469	105	36	ss	ss	NOUN
fbem-11469	105	37	)	)	PUNCT
fbem-11469	105	38	,	,	PUNCT
fbem-11469	105	39	using	use	VERB
fbem-11469	105	40	the	the	DET
fbem-11469	105	41	social	social	ADJ
fbem-11469	105	42	insurance	insurance	NOUN
fbem-11469	105	43	participation	participation	NOUN
fbem-11469	105	44	rate	rate	NOUN
fbem-11469	105	45	of	of	ADP
fbem-11469	105	46	each	each	DET
fbem-11469	105	47	province	province	NOUN
fbem-11469	105	48	to	to	PART
fbem-11469	105	49	reflect	reflect	VERB
fbem-11469	105	50	the	the	DET
fbem-11469	105	51	impact	impact	NOUN
fbem-11469	105	52	of	of	ADP
fbem-11469	105	53	social	social	ADJ
fbem-11469	105	54	security	security	NOUN
fbem-11469	105	55	on	on	ADP
fbem-11469	105	56	consumption	consumption	NOUN
fbem-11469	105	57	;	;	PUNCT
fbem-11469	105	58	the	the	DET
fbem-11469	105	59	level	level	NOUN
fbem-11469	105	60	of	of	ADP
fbem-11469	105	61	openness	openness	NOUN
fbem-11469	105	62	to	to	ADP
fbem-11469	105	63	the	the	DET
fbem-11469	105	64	outside	outside	ADJ
fbem-11469	105	65	world	world	NOUN
fbem-11469	105	66	(	(	PUNCT
fbem-11469	105	67	open	open	ADJ
fbem-11469	105	68	)	)	PUNCT
fbem-11469	105	69	,	,	PUNCT
fbem-11469	105	70	using	use	VERB
fbem-11469	105	71	the	the	DET
fbem-11469	105	72	amount	amount	NOUN
fbem-11469	105	73	of	of	ADP
fbem-11469	105	74	import	import	NOUN
fbem-11469	105	75	and	and	CCONJ
fbem-11469	105	76	export	export	NOUN
fbem-11469	105	77	trade	trade	NOUN
fbem-11469	105	78	and	and	CCONJ
fbem-11469	105	79	the	the	DET
fbem-11469	105	80	exchange	exchange	NOUN
fbem-11469	105	81	rate	rate	NOUN
fbem-11469	105	82	of	of	ADP
fbem-11469	105	83	the	the	DET
fbem-11469	105	84	current	current	ADJ
fbem-11469	105	85	year	year	NOUN
fbem-11469	105	86	to	to	PART
fbem-11469	105	87	convert	convert	VERB
fbem-11469	105	88	to	to	ADP
fbem-11469	105	89	the	the	DET
fbem-11469	105	90	yuan	yuan	NOUN
fbem-11469	105	91	and	and	CCONJ
fbem-11469	105	92	take	take	VERB
fbem-11469	105	93	the	the	DET
fbem-11469	105	94	logarithm	logarithm	NOUN
fbem-11469	105	95	of	of	ADP
fbem-11469	105	96	the	the	DET
fbem-11469	105	97	expression	expression	NOUN
fbem-11469	105	98	;	;	PUNCT
fbem-11469	105	99	the	the	DET
fbem-11469	105	100	unemployment	unemployment	NOUN
fbem-11469	105	101	rate	rate	NOUN
fbem-11469	105	102	(	(	PUNCT
fbem-11469	105	103	ur	ur	INTJ
fbem-11469	105	104	)	)	PUNCT
fbem-11469	105	105	,	,	PUNCT
fbem-11469	105	106	using	use	VERB
fbem-11469	105	107	the	the	DET
fbem-11469	105	108	unemployed	unemployed	ADJ
fbem-11469	105	109	population	population	NOUN
fbem-11469	105	110	turnover	turnover	NOUN
fbem-11469	105	111	to	to	PART
fbem-11469	105	112	characterize	characterize	VERB
fbem-11469	105	113	the	the	DET
fbem-11469	105	114	unemployment	unemployment	NOUN
fbem-11469	105	115	rate	rate	NOUN
fbem-11469	105	116	(	(	PUNCT
fbem-11469	105	117	innovation	innovation	NOUN
fbem-11469	105	118	)	)	PUNCT
fbem-11469	105	119	.	.	PUNCT
fbem-11469	106	1	(	(	PUNCT
fbem-11469	106	2	ur	ur	INTJ
fbem-11469	106	3	)	)	PUNCT
fbem-11469	106	4	,	,	PUNCT
fbem-11469	106	5	expressed	express	VERB
fbem-11469	106	6	as	as	ADP
fbem-11469	106	7	the	the	DET
fbem-11469	106	8	ratio	ratio	NOUN
fbem-11469	106	9	of	of	ADP
fbem-11469	106	10	the	the	DET
fbem-11469	106	11	number	number	NOUN
fbem-11469	106	12	of	of	ADP
fbem-11469	106	13	unemployed	unemployed	ADJ
fbem-11469	106	14	people	people	NOUN
fbem-11469	106	15	to	to	ADP
fbem-11469	106	16	the	the	DET
fbem-11469	106	17	total	total	ADJ
fbem-11469	106	18	number	number	NOUN
fbem-11469	106	19	of	of	ADP
fbem-11469	106	20	employed	employ	VERB
fbem-11469	106	21	people	people	NOUN
fbem-11469	106	22	.	.	PUNCT
fbem-11469	107	1	the	the	DET
fbem-11469	107	2	data	datum	NOUN
fbem-11469	107	3	come	come	VERB
fbem-11469	107	4	from	from	ADP
fbem-11469	107	5	local	local	ADJ
fbem-11469	107	6	statistical	statistical	ADJ
fbem-11469	107	7	bureaus	bureaus	NOUN
fbem-11469	107	8	.	.	PUNCT
fbem-11469	108	1	4.2.2	4.2.2	X
fbem-11469	108	2	.	.	PUNCT
fbem-11469	108	3	data	datum	NOUN
fbem-11469	108	4	sources	source	NOUN
fbem-11469	108	5	and	and	CCONJ
fbem-11469	108	6	descriptive	descriptive	ADJ
fbem-11469	108	7	statistics	statistic	NOUN
fbem-11469	108	8	of	of	ADP
fbem-11469	108	9	indicators	indicator	NOUN
fbem-11469	108	10	the	the	DET
fbem-11469	108	11	data	datum	NOUN
fbem-11469	108	12	used	use	VERB
fbem-11469	108	13	in	in	ADP
fbem-11469	108	14	this	this	DET
fbem-11469	108	15	paper	paper	NOUN
fbem-11469	108	16	mainly	mainly	ADV
fbem-11469	108	17	come	come	VERB
fbem-11469	108	18	from	from	ADP
fbem-11469	108	19	the	the	DET
fbem-11469	108	20	local	local	ADJ
fbem-11469	108	21	statistical	statistical	ADJ
fbem-11469	108	22	yearbooks	yearbook	NOUN
fbem-11469	108	23	of	of	ADP
fbem-11469	108	24	past	past	ADJ
fbem-11469	108	25	years	year	NOUN
fbem-11469	108	26	.	.	PUNCT
fbem-11469	109	1	china	china	PROPN
fbem-11469	109	2	's	's	PART
fbem-11469	109	3	digital	digital	ADJ
fbem-11469	109	4	economy	economy	NOUN
fbem-11469	109	5	started	start	VERB
fbem-11469	109	6	relatively	relatively	ADV
fbem-11469	109	7	late	late	ADV
fbem-11469	109	8	,	,	PUNCT
fbem-11469	109	9	and	and	CCONJ
fbem-11469	109	10	it	it	PRON
fbem-11469	109	11	was	be	AUX
fbem-11469	109	12	only	only	ADV
fbem-11469	109	13	with	with	ADP
fbem-11469	109	14	the	the	DET
fbem-11469	109	15	popularization	popularization	NOUN
fbem-11469	109	16	of	of	ADP
fbem-11469	109	17	3	3	NUM
fbem-11469	109	18	g	g	NOUN
fbem-11469	109	19	mobile	mobile	ADJ
fbem-11469	109	20	communication	communication	NOUN
fbem-11469	109	21	networks	network	NOUN
fbem-11469	109	22	and	and	CCONJ
fbem-11469	109	23	the	the	DET
fbem-11469	109	24	emergence	emergence	NOUN
fbem-11469	109	25	of	of	ADP
fbem-11469	109	26	mobile	mobile	ADJ
fbem-11469	109	27	smart	smart	ADJ
fbem-11469	109	28	terminals	terminal	NOUN
fbem-11469	109	29	in	in	ADP
fbem-11469	109	30	2008	2008	NUM
fbem-11469	109	31	that	that	SCONJ
fbem-11469	109	32	china	china	PROPN
fbem-11469	109	33	's	's	PART
fbem-11469	109	34	digital	digital	ADJ
fbem-11469	109	35	economy	economy	NOUN
fbem-11469	109	36	began	begin	VERB
fbem-11469	109	37	to	to	PART
fbem-11469	109	38	enter	enter	VERB
fbem-11469	109	39	a	a	DET
fbem-11469	109	40	stage	stage	NOUN
fbem-11469	109	41	of	of	ADP
fbem-11469	109	42	rapid	rapid	ADJ
fbem-11469	109	43	development	development	NOUN
fbem-11469	109	44	,	,	PUNCT
fbem-11469	109	45	and	and	CCONJ
fbem-11469	109	46	it	it	PRON
fbem-11469	109	47	was	be	AUX
fbem-11469	109	48	not	not	PART
fbem-11469	109	49	until	until	ADP
fbem-11469	109	50	after	after	ADP
fbem-11469	109	51	2012	2012	NUM
fbem-11469	109	52	that	that	SCONJ
fbem-11469	109	53	the	the	DET
fbem-11469	109	54	development	development	NOUN
fbem-11469	109	55	of	of	ADP
fbem-11469	109	56	china	china	PROPN
fbem-11469	109	57	's	's	PART
fbem-11469	109	58	digital	digital	ADJ
fbem-11469	109	59	economy	economy	NOUN
fbem-11469	109	60	stabilized	stabilize	VERB
fbem-11469	109	61	.	.	PUNCT
fbem-11469	110	1	since	since	SCONJ
fbem-11469	110	2	2013	2013	NUM
fbem-11469	110	3	,	,	PUNCT
fbem-11469	110	4	the	the	DET
fbem-11469	110	5	national	national	PROPN
fbem-11469	110	6	bureau	bureau	PROPN
fbem-11469	110	7	of	of	ADP
fbem-11469	110	8	statistics	statistic	NOUN
fbem-11469	110	9	(	(	PUNCT
fbem-11469	110	10	nbs	nbs	PROPN
fbem-11469	110	11	)	)	PUNCT
fbem-11469	110	12	has	have	AUX
fbem-11469	110	13	carried	carry	VERB
fbem-11469	110	14	out	out	ADP
fbem-11469	110	15	statistics	statistic	NOUN
fbem-11469	110	16	and	and	CCONJ
fbem-11469	110	17	surveys	survey	NOUN
fbem-11469	110	18	on	on	ADP
fbem-11469	110	19	residents	resident	NOUN
fbem-11469	110	20	'	'	PART
fbem-11469	110	21	online	online	ADJ
fbem-11469	110	22	consumption	consumption	NOUN
fbem-11469	110	23	.	.	PUNCT
fbem-11469	111	1	in	in	ADP
fbem-11469	111	2	order	order	NOUN
fbem-11469	111	3	to	to	PART
fbem-11469	111	4	ensure	ensure	VERB
fbem-11469	111	5	the	the	DET
fbem-11469	111	6	consistency	consistency	NOUN
fbem-11469	111	7	and	and	CCONJ
fbem-11469	111	8	availability	availability	NOUN
fbem-11469	111	9	of	of	ADP
fbem-11469	111	10	data	datum	NOUN
fbem-11469	111	11	,	,	PUNCT
fbem-11469	111	12	this	this	DET
fbem-11469	111	13	paper	paper	NOUN
fbem-11469	111	14	selects	select	VERB
fbem-11469	111	15	the	the	DET
fbem-11469	111	16	panel	panel	NOUN
fbem-11469	111	17	data	datum	NOUN
fbem-11469	111	18	of	of	ADP
fbem-11469	111	19	30	30	NUM
fbem-11469	111	20	provinces	province	NOUN
fbem-11469	111	21	,	,	PUNCT
fbem-11469	111	22	autonomous	autonomous	ADJ
fbem-11469	111	23	regions	region	NOUN
fbem-11469	111	24	and	and	CCONJ
fbem-11469	111	25	municipalities	municipality	NOUN
fbem-11469	111	26	directly	directly	ADV
fbem-11469	111	27	under	under	ADP
fbem-11469	111	28	the	the	DET
fbem-11469	111	29	central	central	ADJ
fbem-11469	111	30	government	government	NOUN
fbem-11469	111	31	in	in	ADP
fbem-11469	111	32	china	china	PROPN
fbem-11469	111	33	(	(	PUNCT
fbem-11469	111	34	excluding	exclude	VERB
fbem-11469	111	35	tibet	tibet	NOUN
fbem-11469	111	36	)	)	PUNCT
fbem-11469	111	37	for	for	ADP
fbem-11469	111	38	the	the	DET
fbem-11469	111	39	period	period	NOUN
fbem-11469	111	40	of	of	ADP
fbem-11469	111	41	2014	2014	NUM
fbem-11469	111	42	-	-	SYM
fbem-11469	111	43	2020	2020	NUM
fbem-11469	111	44	.	.	PUNCT
fbem-11469	112	1	in	in	ADP
fbem-11469	112	2	addition	addition	NOUN
fbem-11469	112	3	,	,	PUNCT
fbem-11469	112	4	the	the	DET
fbem-11469	112	5	digital	digital	ADJ
fbem-11469	112	6	economy	economy	NOUN
fbem-11469	112	7	-	-	PUNCT
fbem-11469	112	8	related	relate	VERB
fbem-11469	112	9	indicators	indicator	NOUN
fbem-11469	112	10	are	be	AUX
fbem-11469	112	11	derived	derive	VERB
fbem-11469	112	12	from	from	ADP
fbem-11469	112	13	the	the	DET
fbem-11469	112	14	peking	peking	PROPN
fbem-11469	112	15	university	university	NOUN
fbem-11469	112	16	digital	digital	ADJ
fbem-11469	112	17	financial	financial	ADJ
fbem-11469	112	18	inclusion	inclusion	NOUN
fbem-11469	112	19	index	index	NOUN
fbem-11469	112	20	(	(	PUNCT
fbem-11469	112	21	20112020	20112020	NUM
fbem-11469	112	22	)	)	PUNCT
fbem-11469	112	23	.	.	PUNCT
fbem-11469	113	1	the	the	DET
fbem-11469	113	2	descriptive	descriptive	ADJ
fbem-11469	113	3	statistics	statistic	NOUN
fbem-11469	113	4	of	of	ADP
fbem-11469	113	5	each	each	DET
fbem-11469	113	6	variable	variable	NOUN
fbem-11469	113	7	are	be	AUX
fbem-11469	113	8	shown	show	VERB
fbem-11469	113	9	in	in	ADP
fbem-11469	113	10	table	table	NOUN
fbem-11469	113	11	1	1	NUM
fbem-11469	113	12	.	.	PUNCT
fbem-11469	113	13	table	table	NOUN
fbem-11469	113	14	1	1	NUM
fbem-11469	113	15	.	.	PUNCT
fbem-11469	113	16	statistical	statistical	ADJ
fbem-11469	113	17	description	description	NOUN
fbem-11469	113	18	of	of	ADP
fbem-11469	113	19	the	the	DET
fbem-11469	113	20	variables	variable	NOUN
fbem-11469	113	21	variant	variant	VERB
fbem-11469	113	22	maximum	maximum	ADJ
fbem-11469	113	23	values	value	NOUN
fbem-11469	113	24	minimum	minimum	NOUN
fbem-11469	113	25	value	value	NOUN
fbem-11469	113	26	average	average	ADJ
fbem-11469	113	27	value	value	NOUN
fbem-11469	113	28	standard	standard	ADJ
fbem-11469	113	29	deviation	deviation	NOUN
fbem-11469	113	30	observed	observe	VERB
fbem-11469	113	31	value	value	NOUN
fbem-11469	113	32	consume1	consume1	NOUN
fbem-11469	113	33	10.7278	10.7278	NUM
fbem-11469	113	34	9.1381	9.1381	NUM
fbem-11469	113	35	9.7755	9.7755	NUM
fbem-11469	113	36	0.3245	0.3245	NUM
fbem-11469	113	37	210	210	NUM
fbem-11469	113	38	consume2	consume2	VERB
fbem-11469	114	1	0.4005	0.4005	DET
fbem-11469	114	2	0.2568	0.2568	NUM
fbem-11469	114	3	0.3297	0.3297	NUM
fbem-11469	114	4	0.0322	0.0322	NUM
fbem-11469	114	5	210	210	NUM
fbem-11469	114	6	lnindex	lnindex	NOUN
fbem-11469	114	7	6.0683	6.0683	NUM
fbem-11469	114	8	4.9831	4.9831	NUM
fbem-11469	114	9	5.5632	5.5632	NUM
fbem-11469	114	10	0.2354	0.2354	NUM
fbem-11469	114	11	210	210	NUM
fbem-11469	114	12	innovation	innovation	NOUN
fbem-11469	114	13	17.9612	17.9612	NUM
fbem-11469	114	14	8.7833	8.7833	NUM
fbem-11469	114	15	14.2264	14.2264	NUM
fbem-11469	114	16	1.7828	1.7828	NUM
fbem-11469	114	17	210	210	NUM
fbem-11469	114	18	lnincome	lnincome	NOUN
fbem-11469	114	19	11.1876	11.1876	NUM
fbem-11469	114	20	9.4079	9.4079	NUM
fbem-11469	114	21	10.1118	10.1118	NUM
fbem-11469	114	22	0.3574	0.3574	NUM
fbem-11469	114	23	210	210	NUM
fbem-11469	114	24	ss	ss	ADP
fbem-11469	114	25	0.5748	0.5748	NUM
fbem-11469	114	26	0.0306	0.0306	NUM
fbem-11469	114	27	0.3476	0.3476	NUM
fbem-11469	114	28	0.1349	0.1349	NUM
fbem-11469	114	29	210	210	NUM
fbem-11469	114	30	open	open	ADJ
fbem-11469	114	31	11.3293	11.3293	NUM
fbem-11469	114	32	3.0629	3.0629	NUM
fbem-11469	114	33	8.0674	8.0674	NUM
fbem-11469	114	34	1.6127	1.6127	NUM
fbem-11469	114	35	210	210	NUM
fbem-11469	114	36	ur	ur	PROPN
fbem-11469	114	37	4.6100	4.6100	NUM
fbem-11469	114	38	1.3000	1.3000	NUM
fbem-11469	114	39	3.2026	3.2026	NUM
fbem-11469	114	40	0.6288	0.6288	NUM
fbem-11469	114	41	210	210	NUM
fbem-11469	114	42	165	165	NUM
fbem-11469	114	43	5	5	NUM
fbem-11469	114	44	.	.	PUNCT
fbem-11469	114	45	empirical	empirical	ADJ
fbem-11469	114	46	estimation	estimation	NOUN
fbem-11469	114	47	and	and	CCONJ
fbem-11469	114	48	analysis	analysis	NOUN
fbem-11469	114	49	of	of	ADP
fbem-11469	114	50	results	result	NOUN
fbem-11469	114	51	5.1	5.1	NUM
fbem-11469	114	52	.	.	PUNCT
fbem-11469	115	1	empirical	empirical	ADJ
fbem-11469	115	2	analysis	analysis	NOUN
fbem-11469	115	3	of	of	ADP
fbem-11469	115	4	the	the	DET
fbem-11469	115	5	impact	impact	NOUN
fbem-11469	115	6	of	of	ADP
fbem-11469	115	7	digital	digital	ADJ
fbem-11469	115	8	economy	economy	NOUN
fbem-11469	115	9	development	development	NOUN
fbem-11469	115	10	on	on	ADP
fbem-11469	115	11	residents	resident	NOUN
fbem-11469	115	12	'	'	PART
fbem-11469	115	13	consumption	consumption	NOUN
fbem-11469	115	14	structure	structure	NOUN
fbem-11469	115	15	and	and	CCONJ
fbem-11469	115	16	residents	resident	NOUN
fbem-11469	115	17	'	'	PART
fbem-11469	115	18	consumption	consumption	NOUN
fbem-11469	115	19	level	level	NOUN
fbem-11469	115	20	table	table	NOUN
fbem-11469	115	21	2	2	NUM
fbem-11469	115	22	reports	report	VERB
fbem-11469	115	23	the	the	DET
fbem-11469	115	24	results	result	NOUN
fbem-11469	115	25	of	of	ADP
fbem-11469	115	26	the	the	DET
fbem-11469	115	27	benchmark	benchmark	ADJ
fbem-11469	115	28	regression	regression	NOUN
fbem-11469	115	29	of	of	ADP
fbem-11469	115	30	the	the	DET
fbem-11469	115	31	digital	digital	ADJ
fbem-11469	115	32	economy	economy	NOUN
fbem-11469	115	33	on	on	ADP
fbem-11469	115	34	the	the	DET
fbem-11469	115	35	upgrading	upgrading	NOUN
fbem-11469	115	36	of	of	ADP
fbem-11469	115	37	residents	resident	NOUN
fbem-11469	115	38	'	'	PART
fbem-11469	115	39	consumption	consumption	NOUN
fbem-11469	115	40	,	,	PUNCT
fbem-11469	115	41	respectively	respectively	ADV
fbem-11469	115	42	,	,	PUNCT
fbem-11469	115	43	the	the	DET
fbem-11469	115	44	empirical	empirical	ADJ
fbem-11469	115	45	test	test	NOUN
fbem-11469	115	46	of	of	ADP
fbem-11469	115	47	the	the	DET
fbem-11469	115	48	impact	impact	NOUN
fbem-11469	115	49	of	of	ADP
fbem-11469	115	50	the	the	DET
fbem-11469	115	51	digital	digital	ADJ
fbem-11469	115	52	economy	economy	NOUN
fbem-11469	115	53	on	on	ADP
fbem-11469	115	54	the	the	DET
fbem-11469	115	55	level	level	NOUN
fbem-11469	115	56	of	of	ADP
fbem-11469	115	57	residents	resident	NOUN
fbem-11469	115	58	'	'	PART
fbem-11469	115	59	consumption	consumption	NOUN
fbem-11469	115	60	and	and	CCONJ
fbem-11469	115	61	the	the	DET
fbem-11469	115	62	empirical	empirical	ADJ
fbem-11469	115	63	test	test	NOUN
fbem-11469	115	64	of	of	ADP
fbem-11469	115	65	the	the	DET
fbem-11469	115	66	impact	impact	NOUN
fbem-11469	115	67	of	of	ADP
fbem-11469	115	68	the	the	DET
fbem-11469	115	69	digital	digital	ADJ
fbem-11469	115	70	economy	economy	NOUN
fbem-11469	115	71	on	on	ADP
fbem-11469	115	72	the	the	DET
fbem-11469	115	73	structure	structure	NOUN
fbem-11469	115	74	of	of	ADP
fbem-11469	115	75	residents	resident	NOUN
fbem-11469	115	76	'	'	PART
fbem-11469	115	77	consumption	consumption	NOUN
fbem-11469	115	78	.	.	PUNCT
fbem-11469	116	1	after	after	ADP
fbem-11469	116	2	hausman	hausman	PROPN
fbem-11469	116	3	test	test	NOUN
fbem-11469	116	4	,	,	PUNCT
fbem-11469	116	5	the	the	DET
fbem-11469	116	6	model	model	NOUN
fbem-11469	116	7	setting	setting	NOUN
fbem-11469	116	8	of	of	ADP
fbem-11469	116	9	this	this	DET
fbem-11469	116	10	paper	paper	NOUN
fbem-11469	116	11	should	should	AUX
fbem-11469	116	12	be	be	AUX
fbem-11469	116	13	in	in	ADP
fbem-11469	116	14	fixed	fix	VERB
fbem-11469	116	15	effect	effect	NOUN
fbem-11469	116	16	mode	mode	NOUN
fbem-11469	116	17	.	.	PUNCT
fbem-11469	117	1	table	table	NOUN
fbem-11469	117	2	2	2	NUM
fbem-11469	117	3	.	.	PUNCT
fbem-11469	118	1	the	the	DET
fbem-11469	118	2	impact	impact	NOUN
fbem-11469	118	3	of	of	ADP
fbem-11469	118	4	digital	digital	ADJ
fbem-11469	118	5	economic	economic	ADJ
fbem-11469	118	6	development	development	NOUN
fbem-11469	118	7	on	on	ADP
fbem-11469	118	8	residents	resident	NOUN
fbem-11469	118	9	'	'	PART
fbem-11469	118	10	consumption	consumption	NOUN
fbem-11469	118	11	upgrade	upgrade	VERB
fbem-11469	118	12	explanatory	explanatory	ADJ
fbem-11469	118	13	variable	variable	NOUN
fbem-11469	118	14	(	(	PUNCT
fbem-11469	118	15	1	1	NUM
fbem-11469	118	16	)	)	PUNCT
fbem-11469	118	17	(	(	PUNCT
fbem-11469	118	18	2	2	X
fbem-11469	118	19	)	)	PUNCT
fbem-11469	118	20	lnindex	lnindex	NOUN
fbem-11469	118	21	0.182	0.182	NOUN
fbem-11469	118	22	*	*	PUNCT
fbem-11469	118	23	*	*	PUNCT
fbem-11469	118	24	*	*	PUNCT
fbem-11469	118	25	(	(	PUNCT
fbem-11469	118	26	0.0324	0.0324	NUM
fbem-11469	118	27	)	)	PUNCT
fbem-11469	118	28	0.0920	0.0920	NUM
fbem-11469	118	29	*	*	PUNCT
fbem-11469	118	30	*	*	PUNCT
fbem-11469	118	31	*	*	PUNCT
fbem-11469	118	32	(	(	PUNCT
fbem-11469	118	33	0.0257	0.0257	NUM
fbem-11469	118	34	)	)	PUNCT
fbem-11469	118	35	lnincome	lnincome	NOUN
fbem-11469	118	36	0.561	0.561	NUM
fbem-11469	118	37	*	*	PUNCT
fbem-11469	119	1	*	*	PUNCT
fbem-11469	119	2	*	*	PUNCT
fbem-11469	119	3	(	(	PUNCT
fbem-11469	119	4	0.0576	0.0576	NUM
fbem-11469	119	5	)	)	PUNCT
fbem-11469	119	6	0.0832	0.0832	NUM
fbem-11469	119	7	*	*	PUNCT
fbem-11469	119	8	*	*	PUNCT
fbem-11469	119	9	(	(	PUNCT
fbem-11469	119	10	0.0359	0.0359	NUM
fbem-11469	119	11	)	)	PUNCT
fbem-11469	119	12	ss	ss	ADP
fbem-11469	119	13	0.204	0.204	NUM
fbem-11469	119	14	(	(	PUNCT
fbem-11469	119	15	0.206	0.206	NUM
fbem-11469	119	16	)	)	PUNCT
fbem-11469	119	17	0.0458	0.0458	NUM
fbem-11469	119	18	(	(	PUNCT
fbem-11469	119	19	0.0752	0.0752	NUM
fbem-11469	119	20	)	)	PUNCT
fbem-11469	119	21	open	open	VERB
fbem-11469	119	22	0.0487	0.0487	NUM
fbem-11469	119	23	*	*	PUNCT
fbem-11469	119	24	*	*	PUNCT
fbem-11469	119	25	*	*	PUNCT
fbem-11469	119	26	(	(	PUNCT
fbem-11469	119	27	0.0172	0.0172	NUM
fbem-11469	119	28	)	)	PUNCT
fbem-11469	119	29	0.000199	0.000199	NUM
fbem-11469	119	30	(	(	PUNCT
fbem-11469	119	31	0.00696	0.00696	NUM
fbem-11469	119	32	)	)	PUNCT
fbem-11469	119	33	ur	ur	INTJ
fbem-11469	119	34	-0.0252	-0.0252	ADJ
fbem-11469	120	1	*	*	PUNCT
fbem-11469	120	2	*	*	PUNCT
fbem-11469	120	3	(	(	PUNCT
fbem-11469	120	4	0.0118	0.0118	NUM
fbem-11469	120	5	)	)	PUNCT
fbem-11469	120	6	-0.0113	-0.0113	PROPN
fbem-11469	120	7	*	*	PUNCT
fbem-11469	121	1	*	*	PUNCT
fbem-11469	121	2	*	*	PUNCT
fbem-11469	121	3	(	(	PUNCT
fbem-11469	121	4	0.00346	0.00346	NUM
fbem-11469	121	5	)	)	PUNCT
fbem-11469	121	6	constant	constant	ADJ
fbem-11469	121	7	term	term	NOUN
fbem-11469	121	8	2.707	2.707	NUM
fbem-11469	121	9	*	*	PUNCT
fbem-11469	121	10	*	*	PUNCT
fbem-11469	121	11	*	*	PUNCT
fbem-11469	121	12	(	(	PUNCT
fbem-11469	121	13	0.444	0.444	NUM
fbem-11469	121	14	)	)	PUNCT
fbem-11469	121	15	0.678	0.678	NUM
fbem-11469	121	16	*	*	PUNCT
fbem-11469	121	17	*	*	PUNCT
fbem-11469	121	18	*	*	PUNCT
fbem-11469	121	19	(	(	PUNCT
fbem-11469	121	20	0.209	0.209	NUM
fbem-11469	121	21	)	)	PUNCT
fbem-11469	121	22	r	r	NOUN
fbem-11469	121	23	0.9573	0.9573	NUM
fbem-11469	121	24	0.3216	0.3216	NUM
fbem-11469	121	25	n	n	CCONJ
fbem-11469	121	26	210	210	NUM
fbem-11469	121	27	210	210	NUM
fbem-11469	121	28	note	note	NOUN
fbem-11469	121	29	:	:	PUNCT
fbem-11469	121	30	"	"	PUNCT
fbem-11469	121	31	*	*	PUNCT
fbem-11469	121	32	*	*	PUNCT
fbem-11469	121	33	*	*	PUNCT
fbem-11469	121	34	,	,	PUNCT
fbem-11469	121	35	*	*	PUNCT
fbem-11469	121	36	*	*	PUNCT
fbem-11469	121	37	,	,	PUNCT
fbem-11469	121	38	*	*	PUNCT
fbem-11469	121	39	"	"	PUNCT
fbem-11469	121	40	represent	represent	VERB
fbem-11469	121	41	1	1	NUM
fbem-11469	121	42	%	%	NOUN
fbem-11469	121	43	,	,	PUNCT
fbem-11469	121	44	5	5	NUM
fbem-11469	121	45	%	%	NOUN
fbem-11469	121	46	,	,	PUNCT
fbem-11469	121	47	and	and	CCONJ
fbem-11469	121	48	10	10	NUM
fbem-11469	121	49	%	%	NOUN
fbem-11469	121	50	significance	significance	NOUN
fbem-11469	121	51	levels	level	NOUN
fbem-11469	121	52	,	,	PUNCT
fbem-11469	121	53	respectively	respectively	ADV
fbem-11469	121	54	.	.	PUNCT
fbem-11469	122	1	the	the	DET
fbem-11469	122	2	parentheses	parenthesis	NOUN
fbem-11469	122	3	represent	represent	VERB
fbem-11469	122	4	the	the	DET
fbem-11469	122	5	standard	standard	ADJ
fbem-11469	122	6	error	error	NOUN
fbem-11469	122	7	,	,	PUNCT
fbem-11469	122	8	and	and	CCONJ
fbem-11469	122	9	fe	fe	NOUN
fbem-11469	122	10	and	and	CCONJ
fbem-11469	122	11	re	re	PROPN
fbem-11469	122	12	represent	represent	VERB
fbem-11469	122	13	the	the	DET
fbem-11469	122	14	fixed	fix	VERB
fbem-11469	122	15	effect	effect	NOUN
fbem-11469	122	16	model	model	NOUN
fbem-11469	122	17	and	and	CCONJ
fbem-11469	122	18	random	random	ADJ
fbem-11469	122	19	effect	effect	NOUN
fbem-11469	122	20	model	model	NOUN
fbem-11469	122	21	,	,	PUNCT
fbem-11469	122	22	respectively	respectively	ADV
fbem-11469	122	23	.	.	PUNCT
fbem-11469	123	1	according	accord	VERB
fbem-11469	123	2	to	to	ADP
fbem-11469	123	3	the	the	DET
fbem-11469	123	4	estimation	estimation	NOUN
fbem-11469	123	5	results	result	NOUN
fbem-11469	123	6	in	in	ADP
fbem-11469	123	7	table	table	NOUN
fbem-11469	123	8	2	2	NUM
fbem-11469	123	9	,	,	PUNCT
fbem-11469	123	10	it	it	PRON
fbem-11469	123	11	can	can	AUX
fbem-11469	123	12	be	be	AUX
fbem-11469	123	13	concluded	conclude	VERB
fbem-11469	123	14	that	that	SCONJ
fbem-11469	123	15	there	there	PRON
fbem-11469	123	16	is	be	VERB
fbem-11469	123	17	a	a	DET
fbem-11469	123	18	significant	significant	ADJ
fbem-11469	123	19	positive	positive	ADJ
fbem-11469	123	20	relationship	relationship	NOUN
fbem-11469	123	21	between	between	ADP
fbem-11469	123	22	the	the	DET
fbem-11469	123	23	increase	increase	NOUN
fbem-11469	123	24	in	in	ADP
fbem-11469	123	25	the	the	DET
fbem-11469	123	26	level	level	NOUN
fbem-11469	123	27	of	of	ADP
fbem-11469	123	28	residents	resident	NOUN
fbem-11469	123	29	'	'	PART
fbem-11469	123	30	consumption	consumption	NOUN
fbem-11469	123	31	and	and	CCONJ
fbem-11469	123	32	the	the	DET
fbem-11469	123	33	optimization	optimization	NOUN
fbem-11469	123	34	of	of	ADP
fbem-11469	123	35	the	the	DET
fbem-11469	123	36	consumption	consumption	NOUN
fbem-11469	123	37	structure	structure	NOUN
fbem-11469	123	38	and	and	CCONJ
fbem-11469	123	39	the	the	DET
fbem-11469	123	40	level	level	NOUN
fbem-11469	123	41	of	of	ADP
fbem-11469	123	42	development	development	NOUN
fbem-11469	123	43	of	of	ADP
fbem-11469	123	44	the	the	DET
fbem-11469	123	45	digital	digital	ADJ
fbem-11469	123	46	economy	economy	NOUN
fbem-11469	123	47	.	.	PUNCT
fbem-11469	124	1	every	every	DET
fbem-11469	124	2	1	1	NUM
fbem-11469	124	3	%	%	NOUN
fbem-11469	124	4	increase	increase	NOUN
fbem-11469	124	5	in	in	ADP
fbem-11469	124	6	the	the	DET
fbem-11469	124	7	development	development	NOUN
fbem-11469	124	8	indicator	indicator	NOUN
fbem-11469	124	9	of	of	ADP
fbem-11469	124	10	the	the	DET
fbem-11469	124	11	level	level	NOUN
fbem-11469	124	12	of	of	ADP
fbem-11469	124	13	digital	digital	ADJ
fbem-11469	124	14	economy	economy	NOUN
fbem-11469	124	15	will	will	AUX
fbem-11469	124	16	bring	bring	VERB
fbem-11469	124	17	about	about	ADV
fbem-11469	124	18	0.182	0.182	NUM
fbem-11469	124	19	percentage	percentage	NOUN
fbem-11469	124	20	point	point	NOUN
fbem-11469	124	21	increase	increase	NOUN
fbem-11469	124	22	in	in	ADP
fbem-11469	124	23	the	the	DET
fbem-11469	124	24	level	level	NOUN
fbem-11469	124	25	of	of	ADP
fbem-11469	124	26	residents	resident	NOUN
fbem-11469	124	27	'	'	PART
fbem-11469	124	28	consumption	consumption	NOUN
fbem-11469	124	29	and	and	CCONJ
fbem-11469	124	30	0.0920	0.0920	NUM
fbem-11469	124	31	percentage	percentage	NOUN
fbem-11469	124	32	point	point	NOUN
fbem-11469	124	33	improvement	improvement	NOUN
fbem-11469	124	34	in	in	ADP
fbem-11469	124	35	the	the	DET
fbem-11469	124	36	consumption	consumption	NOUN
fbem-11469	124	37	structure	structure	NOUN
fbem-11469	124	38	.	.	PUNCT
fbem-11469	125	1	this	this	DET
fbem-11469	125	2	finding	finding	NOUN
fbem-11469	125	3	proves	prove	VERB
fbem-11469	125	4	that	that	PRON
fbem-11469	125	5	hypothesis	hypothesis	NOUN
fbem-11469	125	6	one	one	NOUN
fbem-11469	125	7	is	be	AUX
fbem-11469	125	8	valid	valid	ADJ
fbem-11469	125	9	and	and	CCONJ
fbem-11469	125	10	that	that	SCONJ
fbem-11469	125	11	digital	digital	ADJ
fbem-11469	125	12	economy	economy	NOUN
fbem-11469	125	13	development	development	NOUN
fbem-11469	125	14	significantly	significantly	ADV
fbem-11469	125	15	promotes	promote	VERB
fbem-11469	125	16	residents	resident	NOUN
fbem-11469	125	17	'	'	PART
fbem-11469	125	18	consumption	consumption	NOUN
fbem-11469	125	19	upgrading	upgrading	NOUN
fbem-11469	125	20	.	.	PUNCT
fbem-11469	126	1	from	from	ADP
fbem-11469	126	2	the	the	DET
fbem-11469	126	3	significance	significance	NOUN
fbem-11469	126	4	of	of	ADP
fbem-11469	126	5	the	the	DET
fbem-11469	126	6	control	control	NOUN
fbem-11469	126	7	variables	variable	NOUN
fbem-11469	126	8	,	,	PUNCT
fbem-11469	126	9	there	there	PRON
fbem-11469	126	10	is	be	VERB
fbem-11469	126	11	a	a	DET
fbem-11469	126	12	significant	significant	ADJ
fbem-11469	126	13	positive	positive	ADJ
fbem-11469	126	14	relationship	relationship	NOUN
fbem-11469	126	15	between	between	ADP
fbem-11469	126	16	per	per	ADP
fbem-11469	126	17	capita	capita	X
fbem-11469	126	18	disposable	disposable	ADJ
fbem-11469	126	19	income	income	NOUN
fbem-11469	126	20	and	and	CCONJ
fbem-11469	126	21	both	both	DET
fbem-11469	126	22	the	the	DET
fbem-11469	126	23	level	level	NOUN
fbem-11469	126	24	of	of	ADP
fbem-11469	126	25	residents	resident	NOUN
fbem-11469	126	26	'	'	PART
fbem-11469	126	27	consumption	consumption	NOUN
fbem-11469	126	28	and	and	CCONJ
fbem-11469	126	29	consumption	consumption	NOUN
fbem-11469	126	30	structure	structure	NOUN
fbem-11469	126	31	.	.	PUNCT
fbem-11469	127	1	every	every	DET
fbem-11469	127	2	1	1	NUM
fbem-11469	127	3	%	%	NOUN
fbem-11469	127	4	increase	increase	NOUN
fbem-11469	127	5	in	in	ADP
fbem-11469	127	6	disposable	disposable	ADJ
fbem-11469	127	7	income	income	NOUN
fbem-11469	127	8	brings	bring	VERB
fbem-11469	127	9	about	about	ADV
fbem-11469	127	10	a	a	DET
fbem-11469	127	11	0.561	0.561	NUM
fbem-11469	127	12	%	%	NOUN
fbem-11469	127	13	increase	increase	NOUN
fbem-11469	127	14	in	in	ADP
fbem-11469	127	15	the	the	DET
fbem-11469	127	16	level	level	NOUN
fbem-11469	127	17	of	of	ADP
fbem-11469	127	18	residents	resident	NOUN
fbem-11469	127	19	'	'	PART
fbem-11469	127	20	consumption	consumption	NOUN
fbem-11469	127	21	and	and	CCONJ
fbem-11469	127	22	a	a	DET
fbem-11469	127	23	0.0832	0.0832	NUM
fbem-11469	127	24	%	%	NOUN
fbem-11469	127	25	improvement	improvement	NOUN
fbem-11469	127	26	in	in	ADP
fbem-11469	127	27	residents	resident	NOUN
fbem-11469	127	28	'	'	PART
fbem-11469	127	29	consumption	consumption	NOUN
fbem-11469	127	30	structure	structure	NOUN
fbem-11469	127	31	.	.	PUNCT
fbem-11469	128	1	at	at	ADP
fbem-11469	128	2	the	the	DET
fbem-11469	128	3	same	same	ADJ
fbem-11469	128	4	time	time	NOUN
fbem-11469	128	5	,	,	PUNCT
fbem-11469	128	6	the	the	DET
fbem-11469	128	7	degree	degree	NOUN
fbem-11469	128	8	of	of	ADP
fbem-11469	128	9	regional	regional	ADJ
fbem-11469	128	10	openness	openness	NOUN
fbem-11469	128	11	also	also	ADV
fbem-11469	128	12	has	have	VERB
fbem-11469	128	13	a	a	DET
fbem-11469	128	14	significant	significant	ADJ
fbem-11469	128	15	contribution	contribution	NOUN
fbem-11469	128	16	to	to	ADP
fbem-11469	128	17	the	the	DET
fbem-11469	128	18	increase	increase	NOUN
fbem-11469	128	19	in	in	ADP
fbem-11469	128	20	the	the	DET
fbem-11469	128	21	level	level	NOUN
fbem-11469	128	22	of	of	ADP
fbem-11469	128	23	consumption	consumption	NOUN
fbem-11469	128	24	of	of	ADP
fbem-11469	128	25	residents	resident	NOUN
fbem-11469	128	26	,	,	PUNCT
fbem-11469	128	27	and	and	CCONJ
fbem-11469	128	28	every	every	DET
fbem-11469	128	29	1	1	NUM
fbem-11469	128	30	%	%	NOUN
fbem-11469	128	31	increase	increase	NOUN
fbem-11469	128	32	in	in	ADP
fbem-11469	128	33	the	the	DET
fbem-11469	128	34	degree	degree	NOUN
fbem-11469	128	35	of	of	ADP
fbem-11469	128	36	openness	openness	NOUN
fbem-11469	128	37	will	will	AUX
fbem-11469	128	38	lead	lead	VERB
fbem-11469	128	39	to	to	ADP
fbem-11469	128	40	an	an	DET
fbem-11469	128	41	increase	increase	NOUN
fbem-11469	128	42	in	in	ADP
fbem-11469	128	43	the	the	DET
fbem-11469	128	44	level	level	NOUN
fbem-11469	128	45	of	of	ADP
fbem-11469	128	46	consumption	consumption	NOUN
fbem-11469	128	47	of	of	ADP
fbem-11469	128	48	residents	resident	NOUN
fbem-11469	128	49	by	by	ADP
fbem-11469	128	50	0.0487	0.0487	NUM
fbem-11469	128	51	%	%	NOUN
fbem-11469	128	52	.	.	PUNCT
fbem-11469	129	1	on	on	ADP
fbem-11469	129	2	the	the	DET
fbem-11469	129	3	contrary	contrary	NOUN
fbem-11469	129	4	,	,	PUNCT
fbem-11469	129	5	there	there	PRON
fbem-11469	129	6	is	be	VERB
fbem-11469	129	7	a	a	DET
fbem-11469	129	8	significant	significant	ADJ
fbem-11469	129	9	negative	negative	ADJ
fbem-11469	129	10	relationship	relationship	NOUN
fbem-11469	129	11	between	between	ADP
fbem-11469	129	12	the	the	DET
fbem-11469	129	13	unemployment	unemployment	NOUN
fbem-11469	129	14	rate	rate	NOUN
fbem-11469	129	15	and	and	CCONJ
fbem-11469	129	16	the	the	DET
fbem-11469	129	17	consumption	consumption	NOUN
fbem-11469	129	18	level	level	NOUN
fbem-11469	129	19	of	of	ADP
fbem-11469	129	20	residents	resident	NOUN
fbem-11469	129	21	.	.	PUNCT
fbem-11469	130	1	every	every	DET
fbem-11469	130	2	1	1	NUM
fbem-11469	130	3	%	%	NOUN
fbem-11469	130	4	increase	increase	NOUN
fbem-11469	130	5	in	in	ADP
fbem-11469	130	6	the	the	DET
fbem-11469	130	7	unemployment	unemployment	NOUN
fbem-11469	130	8	rate	rate	NOUN
fbem-11469	130	9	will	will	AUX
fbem-11469	130	10	lead	lead	VERB
fbem-11469	130	11	to	to	ADP
fbem-11469	130	12	an	an	DET
fbem-11469	130	13	average	average	ADJ
fbem-11469	130	14	decrease	decrease	NOUN
fbem-11469	130	15	of	of	ADP
fbem-11469	130	16	0.0252	0.0252	NUM
fbem-11469	130	17	%	%	NOUN
fbem-11469	130	18	in	in	ADP
fbem-11469	130	19	the	the	DET
fbem-11469	130	20	level	level	NOUN
fbem-11469	130	21	of	of	ADP
fbem-11469	130	22	consumption	consumption	NOUN
fbem-11469	130	23	.	.	PUNCT
fbem-11469	131	1	from	from	ADP
fbem-11469	131	2	the	the	DET
fbem-11469	131	3	results	result	NOUN
fbem-11469	131	4	of	of	ADP
fbem-11469	131	5	the	the	DET
fbem-11469	131	6	empirical	empirical	ADJ
fbem-11469	131	7	analysis	analysis	NOUN
fbem-11469	131	8	of	of	ADP
fbem-11469	131	9	the	the	DET
fbem-11469	131	10	variables	variable	NOUN
fbem-11469	131	11	on	on	ADP
fbem-11469	131	12	the	the	DET
fbem-11469	131	13	level	level	NOUN
fbem-11469	131	14	of	of	ADP
fbem-11469	131	15	residents	resident	NOUN
fbem-11469	131	16	'	'	PART
fbem-11469	131	17	consumption	consumption	NOUN
fbem-11469	131	18	as	as	ADV
fbem-11469	131	19	well	well	ADV
fbem-11469	131	20	as	as	ADP
fbem-11469	131	21	the	the	DET
fbem-11469	131	22	consumption	consumption	NOUN
fbem-11469	131	23	structure	structure	NOUN
fbem-11469	131	24	.	.	PUNCT
fbem-11469	132	1	first	first	ADV
fbem-11469	132	2	,	,	PUNCT
fbem-11469	132	3	the	the	DET
fbem-11469	132	4	level	level	NOUN
fbem-11469	132	5	of	of	ADP
fbem-11469	132	6	the	the	DET
fbem-11469	132	7	digital	digital	ADJ
fbem-11469	132	8	economy	economy	NOUN
fbem-11469	132	9	has	have	VERB
fbem-11469	132	10	a	a	DET
fbem-11469	132	11	significant	significant	ADJ
fbem-11469	132	12	positive	positive	ADJ
fbem-11469	132	13	impact	impact	NOUN
fbem-11469	132	14	on	on	ADP
fbem-11469	132	15	the	the	DET
fbem-11469	132	16	level	level	NOUN
fbem-11469	132	17	of	of	ADP
fbem-11469	132	18	residents	resident	NOUN
fbem-11469	132	19	'	'	PART
fbem-11469	132	20	consumption	consumption	NOUN
fbem-11469	132	21	and	and	CCONJ
fbem-11469	132	22	consumption	consumption	NOUN
fbem-11469	132	23	structure	structure	NOUN
fbem-11469	132	24	.	.	PUNCT
fbem-11469	133	1	this	this	DET
fbem-11469	133	2	result	result	NOUN
fbem-11469	133	3	is	be	AUX
fbem-11469	133	4	in	in	ADP
fbem-11469	133	5	line	line	NOUN
fbem-11469	133	6	with	with	ADP
fbem-11469	133	7	the	the	DET
fbem-11469	133	8	objective	objective	ADJ
fbem-11469	133	9	reality	reality	NOUN
fbem-11469	133	10	,	,	PUNCT
fbem-11469	133	11	in	in	ADP
fbem-11469	133	12	the	the	DET
fbem-11469	133	13	special	special	ADJ
fbem-11469	133	14	period	period	NOUN
fbem-11469	133	15	of	of	ADP
fbem-11469	133	16	epidemic	epidemic	NOUN
fbem-11469	133	17	prevention	prevention	NOUN
fbem-11469	133	18	and	and	CCONJ
fbem-11469	133	19	control	control	NOUN
fbem-11469	133	20	,	,	PUNCT
fbem-11469	133	21	the	the	DET
fbem-11469	133	22	development	development	NOUN
fbem-11469	133	23	and	and	CCONJ
fbem-11469	133	24	wide	wide	ADJ
fbem-11469	133	25	application	application	NOUN
fbem-11469	133	26	of	of	ADP
fbem-11469	133	27	the	the	DET
fbem-11469	133	28	digital	digital	ADJ
fbem-11469	133	29	industry	industry	NOUN
fbem-11469	133	30	has	have	AUX
fbem-11469	133	31	broadened	broaden	VERB
fbem-11469	133	32	residents	resident	NOUN
fbem-11469	133	33	'	'	PART
fbem-11469	133	34	consumption	consumption	NOUN
fbem-11469	133	35	channels	channel	NOUN
fbem-11469	133	36	and	and	CCONJ
fbem-11469	133	37	promoted	promote	VERB
fbem-11469	133	38	the	the	DET
fbem-11469	133	39	emergence	emergence	NOUN
fbem-11469	133	40	of	of	ADP
fbem-11469	133	41	new	new	ADJ
fbem-11469	133	42	consumption	consumption	NOUN
fbem-11469	133	43	patterns	pattern	NOUN
fbem-11469	133	44	.	.	PUNCT
fbem-11469	134	1	these	these	DET
fbem-11469	134	2	new	new	ADJ
fbem-11469	134	3	consumption	consumption	NOUN
fbem-11469	134	4	modes	mode	NOUN
fbem-11469	134	5	have	have	VERB
fbem-11469	134	6	the	the	DET
fbem-11469	134	7	characteristics	characteristic	NOUN
fbem-11469	134	8	of	of	ADP
fbem-11469	134	9	convenience	convenience	NOUN
fbem-11469	134	10	and	and	CCONJ
fbem-11469	134	11	quickness	quickness	NOUN
fbem-11469	134	12	,	,	PUNCT
fbem-11469	134	13	which	which	PRON
fbem-11469	134	14	stimulate	stimulate	VERB
fbem-11469	134	15	residents	resident	NOUN
fbem-11469	134	16	'	'	PART
fbem-11469	134	17	consumption	consumption	NOUN
fbem-11469	134	18	demand	demand	NOUN
fbem-11469	134	19	and	and	CCONJ
fbem-11469	134	20	enhance	enhance	VERB
fbem-11469	134	21	their	their	PRON
fbem-11469	134	22	consumption	consumption	NOUN
fbem-11469	134	23	level	level	NOUN
fbem-11469	134	24	,	,	PUNCT
fbem-11469	134	25	thus	thus	ADV
fbem-11469	134	26	bringing	bring	VERB
fbem-11469	134	27	about	about	ADP
fbem-11469	134	28	the	the	DET
fbem-11469	134	29	improvement	improvement	NOUN
fbem-11469	134	30	of	of	ADP
fbem-11469	134	31	residents	resident	NOUN
fbem-11469	134	32	'	'	PART
fbem-11469	134	33	consumption	consumption	NOUN
fbem-11469	134	34	level	level	NOUN
fbem-11469	134	35	and	and	CCONJ
fbem-11469	134	36	the	the	DET
fbem-11469	134	37	optimization	optimization	NOUN
fbem-11469	134	38	of	of	ADP
fbem-11469	134	39	consumption	consumption	NOUN
fbem-11469	134	40	structure	structure	NOUN
fbem-11469	134	41	.	.	PUNCT
fbem-11469	135	1	secondly	secondly	ADV
fbem-11469	135	2	,	,	PUNCT
fbem-11469	135	3	there	there	PRON
fbem-11469	135	4	is	be	VERB
fbem-11469	135	5	a	a	DET
fbem-11469	135	6	significant	significant	ADJ
fbem-11469	135	7	positive	positive	ADJ
fbem-11469	135	8	correlation	correlation	NOUN
fbem-11469	135	9	between	between	ADP
fbem-11469	135	10	per	per	ADP
fbem-11469	135	11	capita	capita	X
fbem-11469	135	12	disposable	disposable	ADJ
fbem-11469	135	13	income	income	NOUN
fbem-11469	135	14	and	and	CCONJ
fbem-11469	135	15	residents	resident	NOUN
fbem-11469	135	16	'	'	PART
fbem-11469	135	17	consumption	consumption	NOUN
fbem-11469	135	18	level	level	NOUN
fbem-11469	135	19	and	and	CCONJ
fbem-11469	135	20	structure	structure	NOUN
fbem-11469	135	21	.	.	PUNCT
fbem-11469	136	1	income	income	NOUN
fbem-11469	136	2	is	be	AUX
fbem-11469	136	3	the	the	DET
fbem-11469	136	4	most	most	ADV
fbem-11469	136	5	important	important	ADJ
fbem-11469	136	6	factor	factor	NOUN
fbem-11469	136	7	influencing	influence	VERB
fbem-11469	136	8	residents	resident	NOUN
fbem-11469	136	9	'	'	PART
fbem-11469	136	10	consumption	consumption	NOUN
fbem-11469	136	11	.	.	PUNCT
fbem-11469	137	1	with	with	ADP
fbem-11469	137	2	control	control	NOUN
fbem-11469	137	3	variables	variable	NOUN
fbem-11469	137	4	,	,	PUNCT
fbem-11469	137	5	the	the	DET
fbem-11469	137	6	more	more	ADV
fbem-11469	137	7	disposable	disposable	ADJ
fbem-11469	137	8	income	income	NOUN
fbem-11469	137	9	residents	resident	NOUN
fbem-11469	137	10	have	have	AUX
fbem-11469	137	11	,	,	PUNCT
fbem-11469	137	12	the	the	PRON
fbem-11469	137	13	more	more	ADV
fbem-11469	137	14	they	they	PRON
fbem-11469	137	15	consume	consume	VERB
fbem-11469	137	16	various	various	ADJ
fbem-11469	137	17	goods	good	NOUN
fbem-11469	137	18	and	and	CCONJ
fbem-11469	137	19	services	service	NOUN
fbem-11469	137	20	,	,	PUNCT
fbem-11469	137	21	and	and	CCONJ
fbem-11469	137	22	they	they	PRON
fbem-11469	137	23	will	will	AUX
fbem-11469	137	24	pursue	pursue	VERB
fbem-11469	137	25	higher	high	ADJ
fbem-11469	137	26	levels	level	NOUN
fbem-11469	137	27	of	of	ADP
fbem-11469	137	28	consumption	consumption	NOUN
fbem-11469	137	29	while	while	SCONJ
fbem-11469	137	30	food	food	NOUN
fbem-11469	137	31	and	and	CCONJ
fbem-11469	137	32	housing	housing	NOUN
fbem-11469	137	33	are	be	AUX
fbem-11469	137	34	satisfied	satisfied	ADJ
fbem-11469	137	35	.	.	PUNCT
fbem-11469	138	1	thirdly	thirdly	ADV
fbem-11469	138	2	,	,	PUNCT
fbem-11469	138	3	the	the	DET
fbem-11469	138	4	degree	degree	NOUN
fbem-11469	138	5	of	of	ADP
fbem-11469	138	6	regional	regional	ADJ
fbem-11469	138	7	openness	openness	NOUN
fbem-11469	138	8	has	have	VERB
fbem-11469	138	9	a	a	DET
fbem-11469	138	10	significant	significant	ADJ
fbem-11469	138	11	role	role	NOUN
fbem-11469	138	12	in	in	ADP
fbem-11469	138	13	promoting	promote	VERB
fbem-11469	138	14	the	the	DET
fbem-11469	138	15	level	level	NOUN
fbem-11469	138	16	of	of	ADP
fbem-11469	138	17	residents	resident	NOUN
fbem-11469	138	18	'	'	PART
fbem-11469	138	19	consumption	consumption	NOUN
fbem-11469	138	20	.	.	PUNCT
fbem-11469	139	1	from	from	ADP
fbem-11469	139	2	the	the	DET
fbem-11469	139	3	perspective	perspective	NOUN
fbem-11469	139	4	of	of	ADP
fbem-11469	139	5	the	the	DET
fbem-11469	139	6	consumer	consumer	NOUN
fbem-11469	139	7	market	market	NOUN
fbem-11469	139	8	,	,	PUNCT
fbem-11469	139	9	people	people	NOUN
fbem-11469	139	10	's	's	PART
fbem-11469	139	11	demand	demand	NOUN
fbem-11469	139	12	for	for	ADP
fbem-11469	139	13	high	high	ADJ
fbem-11469	139	14	-	-	PUNCT
fbem-11469	139	15	quality	quality	NOUN
fbem-11469	139	16	goods	good	NOUN
fbem-11469	139	17	is	be	AUX
fbem-11469	139	18	growing	grow	VERB
fbem-11469	139	19	,	,	PUNCT
fbem-11469	139	20	and	and	CCONJ
fbem-11469	139	21	effects	effect	NOUN
fbem-11469	139	22	such	such	ADJ
fbem-11469	139	23	as	as	ADP
fbem-11469	139	24	the	the	DET
fbem-11469	139	25	facilitation	facilitation	NOUN
fbem-11469	139	26	of	of	ADP
fbem-11469	139	27	import	import	NOUN
fbem-11469	139	28	trade	trade	NOUN
fbem-11469	139	29	have	have	AUX
fbem-11469	139	30	gradually	gradually	ADV
fbem-11469	139	31	emerged	emerge	VERB
fbem-11469	139	32	.	.	PUNCT
fbem-11469	140	1	therefore	therefore	ADV
fbem-11469	140	2	,	,	PUNCT
fbem-11469	140	3	expanding	expand	VERB
fbem-11469	140	4	the	the	DET
fbem-11469	140	5	degree	degree	NOUN
fbem-11469	140	6	of	of	ADP
fbem-11469	140	7	opening	opening	NOUN
fbem-11469	140	8	up	up	ADP
fbem-11469	140	9	to	to	ADP
fbem-11469	140	10	the	the	DET
fbem-11469	140	11	outside	outside	ADJ
fbem-11469	140	12	world	world	NOUN
fbem-11469	140	13	and	and	CCONJ
fbem-11469	140	14	promoting	promote	VERB
fbem-11469	140	15	the	the	DET
fbem-11469	140	16	upgrading	upgrading	NOUN
fbem-11469	140	17	of	of	ADP
fbem-11469	140	18	the	the	DET
fbem-11469	140	19	supply	supply	NOUN
fbem-11469	140	20	product	product	NOUN
fbem-11469	140	21	structure	structure	NOUN
fbem-11469	140	22	from	from	ADP
fbem-11469	140	23	the	the	DET
fbem-11469	140	24	supply	supply	NOUN
fbem-11469	140	25	side	side	NOUN
fbem-11469	140	26	can	can	AUX
fbem-11469	140	27	better	well	ADV
fbem-11469	140	28	satisfy	satisfy	VERB
fbem-11469	140	29	residents	resident	NOUN
fbem-11469	140	30	'	'	PART
fbem-11469	140	31	consumption	consumption	NOUN
fbem-11469	140	32	demand	demand	NOUN
fbem-11469	140	33	and	and	CCONJ
fbem-11469	140	34	raise	raise	VERB
fbem-11469	140	35	the	the	DET
fbem-11469	140	36	level	level	NOUN
fbem-11469	140	37	of	of	ADP
fbem-11469	140	38	consumption	consumption	NOUN
fbem-11469	140	39	.	.	PUNCT
fbem-11469	141	1	fourth	fourth	ADJ
fbem-11469	141	2	,	,	PUNCT
fbem-11469	141	3	there	there	PRON
fbem-11469	141	4	is	be	VERB
fbem-11469	141	5	a	a	DET
fbem-11469	141	6	clear	clear	ADJ
fbem-11469	141	7	negative	negative	ADJ
fbem-11469	141	8	relationship	relationship	NOUN
fbem-11469	141	9	between	between	ADP
fbem-11469	141	10	the	the	DET
fbem-11469	141	11	unemployment	unemployment	NOUN
fbem-11469	141	12	rate	rate	NOUN
fbem-11469	141	13	and	and	CCONJ
fbem-11469	141	14	the	the	DET
fbem-11469	141	15	level	level	NOUN
fbem-11469	141	16	of	of	ADP
fbem-11469	141	17	residents	resident	NOUN
fbem-11469	141	18	'	'	PART
fbem-11469	141	19	consumption	consumption	NOUN
fbem-11469	141	20	.	.	PUNCT
fbem-11469	142	1	the	the	DET
fbem-11469	142	2	increase	increase	NOUN
fbem-11469	142	3	of	of	ADP
fbem-11469	142	4	the	the	DET
fbem-11469	142	5	unemployment	unemployment	NOUN
fbem-11469	142	6	rate	rate	NOUN
fbem-11469	142	7	166	166	NUM
fbem-11469	142	8	indicates	indicate	VERB
fbem-11469	142	9	that	that	SCONJ
fbem-11469	142	10	the	the	DET
fbem-11469	142	11	number	number	NOUN
fbem-11469	142	12	of	of	ADP
fbem-11469	142	13	unemployed	unemployed	ADJ
fbem-11469	142	14	people	people	NOUN
fbem-11469	142	15	within	within	ADP
fbem-11469	142	16	the	the	DET
fbem-11469	142	17	measured	measured	ADJ
fbem-11469	142	18	range	range	NOUN
fbem-11469	142	19	will	will	AUX
fbem-11469	142	20	show	show	VERB
fbem-11469	142	21	a	a	DET
fbem-11469	142	22	certain	certain	ADJ
fbem-11469	142	23	magnitude	magnitude	NOUN
fbem-11469	142	24	of	of	ADP
fbem-11469	142	25	growth	growth	NOUN
fbem-11469	142	26	trend	trend	NOUN
fbem-11469	142	27	,	,	PUNCT
fbem-11469	142	28	and	and	CCONJ
fbem-11469	142	29	to	to	ADP
fbem-11469	142	30	a	a	DET
fbem-11469	142	31	certain	certain	ADJ
fbem-11469	142	32	extent	extent	NOUN
fbem-11469	142	33	,	,	PUNCT
fbem-11469	142	34	it	it	PRON
fbem-11469	142	35	also	also	ADV
fbem-11469	142	36	indicates	indicate	VERB
fbem-11469	142	37	that	that	SCONJ
fbem-11469	142	38	the	the	DET
fbem-11469	142	39	employment	employment	NOUN
fbem-11469	142	40	situation	situation	NOUN
fbem-11469	142	41	is	be	AUX
fbem-11469	142	42	not	not	PART
fbem-11469	142	43	too	too	ADV
fbem-11469	142	44	optimistic	optimistic	ADJ
fbem-11469	142	45	,	,	PUNCT
fbem-11469	142	46	and	and	CCONJ
fbem-11469	142	47	even	even	ADV
fbem-11469	142	48	those	those	PRON
fbem-11469	142	49	who	who	PRON
fbem-11469	142	50	are	be	AUX
fbem-11469	142	51	not	not	PART
fbem-11469	142	52	unemployed	unemployed	ADJ
fbem-11469	142	53	are	be	AUX
fbem-11469	142	54	unlikely	unlikely	ADJ
fbem-11469	142	55	to	to	PART
fbem-11469	142	56	have	have	VERB
fbem-11469	142	57	a	a	DET
fbem-11469	142	58	too	too	ADV
fbem-11469	142	59	sizable	sizable	ADJ
fbem-11469	142	60	income	income	NOUN
fbem-11469	142	61	.	.	PUNCT
fbem-11469	143	1	lower	low	ADJ
fbem-11469	143	2	disposable	disposable	ADJ
fbem-11469	143	3	income	income	NOUN
fbem-11469	143	4	per	per	ADP
fbem-11469	143	5	capita	capita	NOUN
fbem-11469	143	6	will	will	AUX
fbem-11469	143	7	bring	bring	VERB
fbem-11469	143	8	about	about	ADP
fbem-11469	143	9	a	a	DET
fbem-11469	143	10	downturn	downturn	NOUN
fbem-11469	143	11	in	in	ADP
fbem-11469	143	12	the	the	DET
fbem-11469	143	13	overall	overall	ADJ
fbem-11469	143	14	demand	demand	NOUN
fbem-11469	143	15	market	market	NOUN
fbem-11469	143	16	,	,	PUNCT
fbem-11469	143	17	leading	lead	VERB
fbem-11469	143	18	to	to	ADP
fbem-11469	143	19	a	a	DET
fbem-11469	143	20	significant	significant	ADJ
fbem-11469	143	21	reduction	reduction	NOUN
fbem-11469	143	22	in	in	ADP
fbem-11469	143	23	the	the	DET
fbem-11469	143	24	consumption	consumption	NOUN
fbem-11469	143	25	rate	rate	NOUN
fbem-11469	143	26	of	of	ADP
fbem-11469	143	27	the	the	DET
fbem-11469	143	28	population	population	NOUN
fbem-11469	143	29	.	.	PUNCT
fbem-11469	144	1	5.2	5.2	NUM
fbem-11469	144	2	.	.	PUNCT
fbem-11469	145	1	regional	regional	ADJ
fbem-11469	145	2	heterogeneity	heterogeneity	NOUN
fbem-11469	145	3	analysis	analysis	NOUN
fbem-11469	145	4	of	of	ADP
fbem-11469	145	5	the	the	DET
fbem-11469	145	6	impact	impact	NOUN
fbem-11469	145	7	of	of	ADP
fbem-11469	145	8	the	the	DET
fbem-11469	145	9	development	development	NOUN
fbem-11469	145	10	of	of	ADP
fbem-11469	145	11	digital	digital	ADJ
fbem-11469	145	12	economy	economy	NOUN
fbem-11469	145	13	on	on	ADP
fbem-11469	145	14	residents	resident	NOUN
fbem-11469	145	15	'	'	PART
fbem-11469	145	16	consumption	consumption	NOUN
fbem-11469	145	17	upgrade	upgrade	NOUN
fbem-11469	145	18	based	base	VERB
fbem-11469	145	19	on	on	ADP
fbem-11469	145	20	the	the	DET
fbem-11469	145	21	results	result	NOUN
fbem-11469	145	22	of	of	ADP
fbem-11469	145	23	the	the	DET
fbem-11469	145	24	empirical	empirical	ADJ
fbem-11469	145	25	analysis	analysis	NOUN
fbem-11469	145	26	of	of	ADP
fbem-11469	145	27	the	the	DET
fbem-11469	145	28	impact	impact	NOUN
fbem-11469	145	29	of	of	ADP
fbem-11469	145	30	the	the	DET
fbem-11469	145	31	digital	digital	ADJ
fbem-11469	145	32	economy	economy	NOUN
fbem-11469	145	33	on	on	ADP
fbem-11469	145	34	residents	resident	NOUN
fbem-11469	145	35	'	'	PART
fbem-11469	145	36	consumption	consumption	NOUN
fbem-11469	145	37	upgrading	upgrading	NOUN
fbem-11469	145	38	,	,	PUNCT
fbem-11469	145	39	it	it	PRON
fbem-11469	145	40	is	be	AUX
fbem-11469	145	41	concluded	conclude	VERB
fbem-11469	145	42	that	that	SCONJ
fbem-11469	145	43	the	the	DET
fbem-11469	145	44	development	development	NOUN
fbem-11469	145	45	of	of	ADP
fbem-11469	145	46	the	the	DET
fbem-11469	145	47	digital	digital	ADJ
fbem-11469	145	48	economy	economy	NOUN
fbem-11469	145	49	can	can	AUX
fbem-11469	145	50	help	help	VERB
fbem-11469	145	51	promote	promote	VERB
fbem-11469	145	52	residents	resident	NOUN
fbem-11469	145	53	'	'	PART
fbem-11469	145	54	consumption	consumption	NOUN
fbem-11469	145	55	upgrading	upgrading	NOUN
fbem-11469	145	56	.	.	PUNCT
fbem-11469	146	1	however	however	ADV
fbem-11469	146	2	,	,	PUNCT
fbem-11469	146	3	due	due	ADP
fbem-11469	146	4	to	to	ADP
fbem-11469	146	5	the	the	DET
fbem-11469	146	6	differences	difference	NOUN
fbem-11469	146	7	in	in	ADP
fbem-11469	146	8	economic	economic	ADJ
fbem-11469	146	9	development	development	NOUN
fbem-11469	146	10	and	and	CCONJ
fbem-11469	146	11	cultural	cultural	ADJ
fbem-11469	146	12	level	level	NOUN
fbem-11469	146	13	across	across	ADP
fbem-11469	146	14	china	china	PROPN
fbem-11469	146	15	,	,	PUNCT
fbem-11469	146	16	there	there	PRON
fbem-11469	146	17	are	be	VERB
fbem-11469	146	18	significant	significant	ADJ
fbem-11469	146	19	differences	difference	NOUN
fbem-11469	146	20	in	in	ADP
fbem-11469	146	21	the	the	DET
fbem-11469	146	22	development	development	NOUN
fbem-11469	146	23	of	of	ADP
fbem-11469	146	24	digital	digital	ADJ
fbem-11469	146	25	economy	economy	NOUN
fbem-11469	146	26	and	and	CCONJ
fbem-11469	146	27	consumption	consumption	NOUN
fbem-11469	146	28	habits	habit	NOUN
fbem-11469	146	29	between	between	ADP
fbem-11469	146	30	regions	region	NOUN
fbem-11469	146	31	.	.	PUNCT
fbem-11469	147	1	in	in	ADP
fbem-11469	147	2	order	order	NOUN
fbem-11469	147	3	to	to	PART
fbem-11469	147	4	further	far	ADV
fbem-11469	147	5	study	study	VERB
fbem-11469	147	6	the	the	DET
fbem-11469	147	7	regional	regional	ADJ
fbem-11469	147	8	heterogeneity	heterogeneity	NOUN
fbem-11469	147	9	of	of	ADP
fbem-11469	147	10	the	the	DET
fbem-11469	147	11	impact	impact	NOUN
fbem-11469	147	12	of	of	ADP
fbem-11469	147	13	digital	digital	ADJ
fbem-11469	147	14	economy	economy	NOUN
fbem-11469	147	15	development	development	NOUN
fbem-11469	147	16	on	on	ADP
fbem-11469	147	17	residents	resident	NOUN
fbem-11469	147	18	'	'	PART
fbem-11469	147	19	consumption	consumption	NOUN
fbem-11469	147	20	upgrading	upgrading	NOUN
fbem-11469	147	21	,	,	PUNCT
fbem-11469	147	22	this	this	DET
fbem-11469	147	23	paper	paper	NOUN
fbem-11469	147	24	,	,	PUNCT
fbem-11469	147	25	based	base	VERB
fbem-11469	147	26	on	on	ADP
fbem-11469	147	27	the	the	DET
fbem-11469	147	28	methodology	methodology	NOUN
fbem-11469	147	29	of	of	ADP
fbem-11469	147	30	the	the	DET
fbem-11469	147	31	china	china	PROPN
fbem-11469	147	32	bureau	bureau	PROPN
fbem-11469	147	33	of	of	ADP
fbem-11469	147	34	statistics	statistic	NOUN
fbem-11469	147	35	,	,	PUNCT
fbem-11469	147	36	divides	divide	VERB
fbem-11469	147	37	the	the	DET
fbem-11469	147	38	30	30	NUM
fbem-11469	147	39	provincial	provincial	ADJ
fbem-11469	147	40	-	-	PUNCT
fbem-11469	147	41	level	level	NOUN
fbem-11469	147	42	administrative	administrative	ADJ
fbem-11469	147	43	regions	region	NOUN
fbem-11469	147	44	in	in	ADP
fbem-11469	147	45	the	the	DET
fbem-11469	147	46	full	full	ADJ
fbem-11469	147	47	sample	sample	NOUN
fbem-11469	147	48	into	into	ADP
fbem-11469	147	49	three	three	NUM
fbem-11469	147	50	regions	region	NOUN
fbem-11469	147	51	:	:	PUNCT
fbem-11469	147	52	eastern	eastern	ADJ
fbem-11469	147	53	,	,	PUNCT
fbem-11469	147	54	western	western	ADJ
fbem-11469	147	55	and	and	CCONJ
fbem-11469	147	56	central	central	ADJ
fbem-11469	147	57	.	.	PUNCT
fbem-11469	148	1	then	then	ADV
fbem-11469	148	2	it	it	PRON
fbem-11469	148	3	continues	continue	VERB
fbem-11469	148	4	to	to	PART
fbem-11469	148	5	use	use	VERB
fbem-11469	148	6	the	the	DET
fbem-11469	148	7	provincial	provincial	ADJ
fbem-11469	148	8	panel	panel	NOUN
fbem-11469	148	9	data	datum	NOUN
fbem-11469	148	10	from	from	ADP
fbem-11469	148	11	2014	2014	NUM
fbem-11469	148	12	-	-	SYM
fbem-11469	148	13	2020	2020	NUM
fbem-11469	148	14	for	for	ADP
fbem-11469	148	15	empirical	empirical	ADJ
fbem-11469	148	16	analysis	analysis	NOUN
fbem-11469	148	17	.	.	PUNCT
fbem-11469	149	1	the	the	DET
fbem-11469	149	2	results	result	NOUN
fbem-11469	149	3	of	of	ADP
fbem-11469	149	4	the	the	DET
fbem-11469	149	5	empirical	empirical	ADJ
fbem-11469	149	6	analysis	analysis	NOUN
fbem-11469	149	7	are	be	AUX
fbem-11469	149	8	shown	show	VERB
fbem-11469	149	9	in	in	ADP
fbem-11469	149	10	table	table	NOUN
fbem-11469	149	11	3	3	NUM
fbem-11469	149	12	.	.	PUNCT
fbem-11469	149	13	table	table	NOUN
fbem-11469	149	14	3	3	NUM
fbem-11469	149	15	.	.	PUNCT
fbem-11469	150	1	the	the	DET
fbem-11469	150	2	impact	impact	NOUN
fbem-11469	150	3	of	of	ADP
fbem-11469	150	4	the	the	DET
fbem-11469	150	5	sub	sub	ADJ
fbem-11469	150	6	-	-	ADJ
fbem-11469	150	7	regional	regional	ADJ
fbem-11469	150	8	digital	digital	ADJ
fbem-11469	150	9	economy	economy	NOUN
fbem-11469	150	10	on	on	ADP
fbem-11469	150	11	residents	resident	NOUN
fbem-11469	150	12	'	'	PART
fbem-11469	150	13	consumption	consumption	NOUN
fbem-11469	150	14	upgrading	upgrade	VERB
fbem-11469	150	15	explanatory	explanatory	ADJ
fbem-11469	150	16	variable	variable	NOUN
fbem-11469	150	17	(	(	PUNCT
fbem-11469	150	18	1	1	NUM
fbem-11469	150	19	)	)	PUNCT
fbem-11469	150	20	(	(	PUNCT
fbem-11469	150	21	2	2	X
fbem-11469	150	22	)	)	PUNCT
fbem-11469	150	23	the	the	DET
fbem-11469	150	24	east(fe	east(fe	NOUN
fbem-11469	150	25	)	)	PUNCT
fbem-11469	150	26	central	central	ADJ
fbem-11469	150	27	part	part	NOUN
fbem-11469	150	28	(	(	PUNCT
fbem-11469	150	29	re	re	NOUN
fbem-11469	150	30	)	)	PUNCT
fbem-11469	150	31	western	western	ADJ
fbem-11469	150	32	part	part	NOUN
fbem-11469	150	33	(	(	PUNCT
fbem-11469	150	34	fe	fe	NOUN
fbem-11469	150	35	)	)	PUNCT
fbem-11469	150	36	the	the	DET
fbem-11469	150	37	east	east	PROPN
fbem-11469	150	38	(	(	PUNCT
fbem-11469	150	39	fe	fe	NOUN
fbem-11469	150	40	)	)	PUNCT
fbem-11469	150	41	central	central	ADJ
fbem-11469	150	42	part	part	NOUN
fbem-11469	150	43	(	(	PUNCT
fbem-11469	150	44	fe	fe	NOUN
fbem-11469	150	45	)	)	PUNCT
fbem-11469	150	46	western	western	ADJ
fbem-11469	150	47	part	part	NOUN
fbem-11469	150	48	(	(	PUNCT
fbem-11469	150	49	fe	fe	NOUN
fbem-11469	150	50	)	)	PUNCT
fbem-11469	150	51	index	index	NOUN
fbem-11469	150	52	0.154	0.154	NUM
fbem-11469	150	53	*	*	PUNCT
fbem-11469	150	54	(	(	PUNCT
fbem-11469	150	55	0.0700	0.0700	NUM
fbem-11469	150	56	)	)	PUNCT
fbem-11469	150	57	0.0654	0.0654	NUM
fbem-11469	150	58	(	(	PUNCT
fbem-11469	150	59	0.0915	0.0915	NUM
fbem-11469	150	60	)	)	PUNCT
fbem-11469	150	61	0.178	0.178	NUM
fbem-11469	150	62	*	*	PUNCT
fbem-11469	150	63	*	*	PUNCT
fbem-11469	150	64	(	(	PUNCT
fbem-11469	150	65	0.0674	0.0674	NUM
fbem-11469	150	66	)	)	PUNCT
fbem-11469	150	67	0.103	0.103	NUM
fbem-11469	150	68	*	*	SYM
fbem-11469	150	69	(	(	PUNCT
fbem-11469	150	70	0.0492	0.0492	NUM
fbem-11469	150	71	)	)	PUNCT
fbem-11469	150	72	0.0834	0.0834	NUM
fbem-11469	150	73	*	*	PUNCT
fbem-11469	150	74	(	(	PUNCT
fbem-11469	150	75	0.0372	0.0372	NUM
fbem-11469	150	76	)	)	PUNCT
fbem-11469	150	77	0.0916	0.0916	NUM
fbem-11469	150	78	*	*	PUNCT
fbem-11469	150	79	*	*	PUNCT
fbem-11469	150	80	(	(	PUNCT
fbem-11469	150	81	0.0324	0.0324	NUM
fbem-11469	150	82	)	)	PUNCT
fbem-11469	150	83	lnincome	lnincome	NOUN
fbem-11469	150	84	0.600	0.600	NUM
fbem-11469	150	85	*	*	PUNCT
fbem-11469	150	86	*	*	PUNCT
fbem-11469	150	87	*	*	PUNCT
fbem-11469	150	88	(	(	PUNCT
fbem-11469	150	89	0.0997	0.0997	NUM
fbem-11469	150	90	)	)	PUNCT
fbem-11469	150	91	0.864	0.864	NUM
fbem-11469	150	92	*	*	PUNCT
fbem-11469	150	93	*	*	PUNCT
fbem-11469	150	94	*	*	PUNCT
fbem-11469	150	95	(	(	PUNCT
fbem-11469	150	96	0.147	0.147	NUM
fbem-11469	150	97	)	)	PUNCT
fbem-11469	150	98	0.577	0.577	NUM
fbem-11469	150	99	*	*	PUNCT
fbem-11469	150	100	*	*	PUNCT
fbem-11469	150	101	*	*	PUNCT
fbem-11469	150	102	(	(	PUNCT
fbem-11469	150	103	0.0892	0.0892	NUM
fbem-11469	150	104	)	)	PUNCT
fbem-11469	150	105	-0.119	-0.119	X
fbem-11469	150	106	(	(	PUNCT
fbem-11469	150	107	0.0663	0.0663	NUM
fbem-11469	150	108	)	)	PUNCT
fbem-11469	150	109	-0.0278	-0.0278	NOUN
fbem-11469	150	110	(	(	PUNCT
fbem-11469	150	111	0.0659	0.0659	NUM
fbem-11469	150	112	)	)	PUNCT
fbem-11469	150	113	-0.0334	-0.0334	NOUN
fbem-11469	150	114	(	(	PUNCT
fbem-11469	150	115	0.0473	0.0473	NUM
fbem-11469	150	116	)	)	PUNCT
fbem-11469	150	117	ss	ss	NOUN
fbem-11469	150	118	0.447	0.447	NUM
fbem-11469	150	119	(	(	PUNCT
fbem-11469	150	120	0.603	0.603	NUM
fbem-11469	150	121	)	)	PUNCT
fbem-11469	150	122	-0.341	-0.341	PUNCT
fbem-11469	150	123	(	(	PUNCT
fbem-11469	150	124	0.219	0.219	NUM
fbem-11469	150	125	)	)	PUNCT
fbem-11469	150	126	0.225	0.225	NUM
fbem-11469	150	127	(	(	PUNCT
fbem-11469	150	128	0.253	0.253	NUM
fbem-11469	150	129	)	)	PUNCT
fbem-11469	150	130	0.491	0.491	NUM
fbem-11469	150	131	*	*	SYM
fbem-11469	150	132	(	(	PUNCT
fbem-11469	150	133	0.193	0.193	NUM
fbem-11469	150	134	)	)	PUNCT
fbem-11469	150	135	-0.369	-0.369	PUNCT
fbem-11469	150	136	(	(	PUNCT
fbem-11469	150	137	0.210	0.210	NUM
fbem-11469	150	138	)	)	PUNCT
fbem-11469	150	139	-0.209	-0.209	NOUN
fbem-11469	150	140	(	(	PUNCT
fbem-11469	150	141	0.103	0.103	NUM
fbem-11469	150	142	)	)	PUNCT
fbem-11469	150	143	open	open	ADJ
fbem-11469	150	144	-0.00121	-0.00121	NOUN
fbem-11469	150	145	(	(	PUNCT
fbem-11469	150	146	0.0414	0.0414	NUM
fbem-11469	150	147	)	)	PUNCT
fbem-11469	150	148	0.00897	0.00897	NUM
fbem-11469	150	149	(	(	PUNCT
fbem-11469	150	150	0.0313	0.0313	NUM
fbem-11469	150	151	)	)	PUNCT
fbem-11469	150	152	0.0437	0.0437	NUM
fbem-11469	150	153	*	*	PUNCT
fbem-11469	150	154	(	(	PUNCT
fbem-11469	150	155	0.0209	0.0209	NUM
fbem-11469	150	156	)	)	PUNCT
fbem-11469	150	157	-0.0297	-0.0297	NOUN
fbem-11469	150	158	(	(	PUNCT
fbem-11469	150	159	0.0178	0.0178	NUM
fbem-11469	150	160	)	)	PUNCT
fbem-11469	150	161	-0.0224	-0.0224	PUNCT
fbem-11469	150	162	(	(	PUNCT
fbem-11469	150	163	0.0126	0.0126	NUM
fbem-11469	150	164	)	)	PUNCT
fbem-11469	150	165	0.00113	0.00113	NUM
fbem-11469	150	166	(	(	PUNCT
fbem-11469	150	167	0.00902	0.00902	NUM
fbem-11469	150	168	)	)	PUNCT
fbem-11469	150	169	ur	ur	INTJ
fbem-11469	150	170	-0.0609	-0.0609	NOUN
fbem-11469	150	171	*	*	PUNCT
fbem-11469	150	172	*	*	PUNCT
fbem-11469	150	173	(	(	PUNCT
fbem-11469	150	174	0.0220	0.0220	NUM
fbem-11469	150	175	)	)	PUNCT
fbem-11469	150	176	-0.0164	-0.0164	NOUN
fbem-11469	150	177	(	(	PUNCT
fbem-11469	150	178	0.0147	0.0147	NUM
fbem-11469	150	179	)	)	PUNCT
fbem-11469	150	180	-0.00632	-0.00632	NOUN
fbem-11469	150	181	(	(	PUNCT
fbem-11469	150	182	0.0150	0.0150	NUM
fbem-11469	150	183	)	)	PUNCT
fbem-11469	150	184	-0.0234	-0.0234	NOUN
fbem-11469	150	185	*	*	PUNCT
fbem-11469	150	186	*	*	PUNCT
fbem-11469	150	187	(	(	PUNCT
fbem-11469	150	188	0.00741	0.00741	NUM
fbem-11469	150	189	)	)	PUNCT
fbem-11469	150	190	-0.00666	-0.00666	NOUN
fbem-11469	150	191	(	(	PUNCT
fbem-11469	150	192	0.00386	0.00386	NUM
fbem-11469	150	193	)	)	PUNCT
fbem-11469	150	194	-0.00897	-0.00897	NOUN
fbem-11469	150	195	*	*	PUNCT
fbem-11469	150	196	(	(	PUNCT
fbem-11469	150	197	0.00487	0.00487	NUM
fbem-11469	150	198	)	)	PUNCT
fbem-11469	150	199	constant	constant	ADJ
fbem-11469	150	200	term	term	NOUN
fbem-11469	150	201	3.006	3.006	NUM
fbem-11469	150	202	*	*	PUNCT
fbem-11469	150	203	*	*	PUNCT
fbem-11469	150	204	*	*	PUNCT
fbem-11469	150	205	(	(	PUNCT
fbem-11469	150	206	0.892	0.892	NUM
fbem-11469	150	207	)	)	PUNCT
fbem-11469	150	208	0.792	0.792	NUM
fbem-11469	150	209	(	(	PUNCT
fbem-11469	150	210	0.867	0.867	NUM
fbem-11469	150	211	)	)	PUNCT
fbem-11469	150	212	2.630	2.630	NUM
fbem-11469	150	213	*	*	PUNCT
fbem-11469	150	214	*	*	PUNCT
fbem-11469	150	215	*	*	PUNCT
fbem-11469	150	216	(	(	PUNCT
fbem-11469	150	217	0.617	0.617	NUM
fbem-11469	150	218	)	)	PUNCT
fbem-11469	150	219	1.147	1.147	NUM
fbem-11469	150	220	*	*	PUNCT
fbem-11469	150	221	*	*	PUNCT
fbem-11469	150	222	(	(	PUNCT
fbem-11469	150	223	0.427	0.427	NUM
fbem-11469	150	224	)	)	PUNCT
fbem-11469	150	225	0.461	0.461	NUM
fbem-11469	150	226	(	(	PUNCT
fbem-11469	150	227	0.431	0.431	NUM
fbem-11469	150	228	)	)	PUNCT
fbem-11469	150	229	0.274	0.274	NUM
fbem-11469	150	230	(	(	PUNCT
fbem-11469	150	231	0.253	0.253	NUM
fbem-11469	150	232	)	)	PUNCT
fbem-11469	151	1	r	r	NOUN
fbem-11469	151	2	0.9449	0.9449	NUM
fbem-11469	151	3	0.9756	0.9756	NUM
fbem-11469	151	4	0.9617	0.9617	NUM
fbem-11469	151	5	0.2649	0.2649	NUM
fbem-11469	151	6	0.4551	0.4551	NUM
fbem-11469	151	7	0.6046	0.6046	NUM
fbem-11469	151	8	n	n	PROPN
fbem-11469	151	9	77	77	NUM
fbem-11469	151	10	56	56	NUM
fbem-11469	151	11	77	77	NUM
fbem-11469	151	12	77	77	NUM
fbem-11469	151	13	56	56	NUM
fbem-11469	151	14	77	77	NUM
fbem-11469	151	15	note	note	NOUN
fbem-11469	151	16	:	:	PUNCT
fbem-11469	151	17	same	same	ADJ
fbem-11469	151	18	as	as	ADP
fbem-11469	151	19	table	table	NOUN
fbem-11469	151	20	2	2	NUM
fbem-11469	151	21	.	.	PUNCT
fbem-11469	151	22	according	accord	VERB
fbem-11469	151	23	to	to	ADP
fbem-11469	151	24	the	the	DET
fbem-11469	151	25	results	result	NOUN
fbem-11469	151	26	of	of	ADP
fbem-11469	151	27	the	the	DET
fbem-11469	151	28	empirical	empirical	ADJ
fbem-11469	151	29	analysis	analysis	NOUN
fbem-11469	151	30	in	in	ADP
fbem-11469	151	31	table	table	NOUN
fbem-11469	151	32	3	3	NUM
fbem-11469	151	33	above	above	ADV
fbem-11469	151	34	,	,	PUNCT
fbem-11469	151	35	it	it	PRON
fbem-11469	151	36	can	can	AUX
fbem-11469	151	37	be	be	AUX
fbem-11469	151	38	seen	see	VERB
fbem-11469	151	39	that	that	SCONJ
fbem-11469	151	40	the	the	DET
fbem-11469	151	41	impact	impact	NOUN
fbem-11469	151	42	effect	effect	NOUN
fbem-11469	151	43	of	of	ADP
fbem-11469	151	44	the	the	DET
fbem-11469	151	45	digital	digital	ADJ
fbem-11469	151	46	economy	economy	NOUN
fbem-11469	151	47	on	on	ADP
fbem-11469	151	48	residents	resident	NOUN
fbem-11469	151	49	'	'	PART
fbem-11469	151	50	consumption	consumption	NOUN
fbem-11469	151	51	upgrading	upgrading	NOUN
fbem-11469	151	52	,	,	PUNCT
fbem-11469	151	53	both	both	CCONJ
fbem-11469	151	54	from	from	ADP
fbem-11469	151	55	the	the	DET
fbem-11469	151	56	dimension	dimension	NOUN
fbem-11469	151	57	of	of	ADP
fbem-11469	151	58	consumption	consumption	NOUN
fbem-11469	151	59	level	level	NOUN
fbem-11469	151	60	and	and	CCONJ
fbem-11469	151	61	from	from	ADP
fbem-11469	151	62	the	the	DET
fbem-11469	151	63	dimension	dimension	NOUN
fbem-11469	151	64	of	of	ADP
fbem-11469	151	65	consumption	consumption	NOUN
fbem-11469	151	66	structure	structure	NOUN
fbem-11469	151	67	,	,	PUNCT
fbem-11469	151	68	there	there	PRON
fbem-11469	151	69	are	be	VERB
fbem-11469	151	70	more	more	ADV
fbem-11469	151	71	obvious	obvious	ADJ
fbem-11469	151	72	regional	regional	ADJ
fbem-11469	151	73	differences	difference	NOUN
fbem-11469	151	74	.	.	PUNCT
fbem-11469	152	1	from	from	ADP
fbem-11469	152	2	the	the	DET
fbem-11469	152	3	perspective	perspective	NOUN
fbem-11469	152	4	of	of	ADP
fbem-11469	152	5	residents	resident	NOUN
fbem-11469	152	6	'	'	PART
fbem-11469	152	7	consumption	consumption	NOUN
fbem-11469	152	8	level	level	NOUN
fbem-11469	152	9	,	,	PUNCT
fbem-11469	152	10	the	the	DET
fbem-11469	152	11	development	development	NOUN
fbem-11469	152	12	of	of	ADP
fbem-11469	152	13	digital	digital	ADJ
fbem-11469	152	14	economy	economy	NOUN
fbem-11469	152	15	has	have	VERB
fbem-11469	152	16	the	the	DET
fbem-11469	152	17	greatest	great	ADJ
fbem-11469	152	18	impact	impact	NOUN
fbem-11469	152	19	on	on	ADP
fbem-11469	152	20	the	the	DET
fbem-11469	152	21	consumption	consumption	NOUN
fbem-11469	152	22	level	level	NOUN
fbem-11469	152	23	of	of	ADP
fbem-11469	152	24	residents	resident	NOUN
fbem-11469	152	25	in	in	ADP
fbem-11469	152	26	the	the	DET
fbem-11469	152	27	western	western	ADJ
fbem-11469	152	28	region	region	NOUN
fbem-11469	152	29	,	,	PUNCT
fbem-11469	152	30	followed	follow	VERB
fbem-11469	152	31	by	by	ADP
fbem-11469	152	32	the	the	DET
fbem-11469	152	33	eastern	eastern	ADJ
fbem-11469	152	34	region	region	NOUN
fbem-11469	152	35	.	.	PUNCT
fbem-11469	153	1	for	for	ADP
fbem-11469	153	2	every	every	DET
fbem-11469	153	3	1	1	NUM
fbem-11469	153	4	%	%	NOUN
fbem-11469	153	5	rise	rise	NOUN
fbem-11469	153	6	in	in	ADP
fbem-11469	153	7	the	the	DET
fbem-11469	153	8	level	level	NOUN
fbem-11469	153	9	of	of	ADP
fbem-11469	153	10	the	the	DET
fbem-11469	153	11	digital	digital	ADJ
fbem-11469	153	12	economy	economy	NOUN
fbem-11469	153	13	,	,	PUNCT
fbem-11469	153	14	the	the	DET
fbem-11469	153	15	consumption	consumption	NOUN
fbem-11469	153	16	level	level	NOUN
fbem-11469	153	17	of	of	ADP
fbem-11469	153	18	residents	resident	NOUN
fbem-11469	153	19	in	in	ADP
fbem-11469	153	20	the	the	DET
fbem-11469	153	21	western	western	ADJ
fbem-11469	153	22	region	region	NOUN
fbem-11469	153	23	will	will	AUX
fbem-11469	153	24	increase	increase	VERB
fbem-11469	153	25	by	by	ADP
fbem-11469	153	26	0.178	0.178	NUM
fbem-11469	153	27	%	%	NOUN
fbem-11469	153	28	on	on	ADP
fbem-11469	153	29	average	average	ADJ
fbem-11469	153	30	,	,	PUNCT
fbem-11469	153	31	while	while	SCONJ
fbem-11469	153	32	that	that	PRON
fbem-11469	153	33	of	of	ADP
fbem-11469	153	34	the	the	DET
fbem-11469	153	35	eastern	eastern	ADJ
fbem-11469	153	36	region	region	NOUN
fbem-11469	153	37	will	will	AUX
fbem-11469	153	38	rise	rise	VERB
fbem-11469	153	39	by	by	ADP
fbem-11469	153	40	0.154	0.154	NUM
fbem-11469	153	41	%	%	NOUN
fbem-11469	153	42	.	.	PUNCT
fbem-11469	154	1	there	there	PRON
fbem-11469	154	2	is	be	VERB
fbem-11469	154	3	still	still	ADV
fbem-11469	154	4	a	a	DET
fbem-11469	154	5	gap	gap	NOUN
fbem-11469	154	6	between	between	ADP
fbem-11469	154	7	the	the	DET
fbem-11469	154	8	digital	digital	ADJ
fbem-11469	154	9	infrastructure	infrastructure	NOUN
fbem-11469	154	10	and	and	CCONJ
fbem-11469	154	11	informatization	informatization	NOUN
fbem-11469	154	12	in	in	ADP
fbem-11469	154	13	the	the	DET
fbem-11469	154	14	western	western	ADJ
fbem-11469	154	15	region	region	NOUN
fbem-11469	154	16	and	and	CCONJ
fbem-11469	154	17	the	the	DET
fbem-11469	154	18	eastern	eastern	ADJ
fbem-11469	154	19	region	region	NOUN
fbem-11469	154	20	.	.	PUNCT
fbem-11469	155	1	this	this	PRON
fbem-11469	155	2	also	also	ADV
fbem-11469	155	3	shows	show	VERB
fbem-11469	155	4	that	that	SCONJ
fbem-11469	155	5	the	the	DET
fbem-11469	155	6	driving	drive	VERB
fbem-11469	155	7	effect	effect	NOUN
fbem-11469	155	8	of	of	ADP
fbem-11469	155	9	the	the	DET
fbem-11469	155	10	digital	digital	ADJ
fbem-11469	155	11	economy	economy	NOUN
fbem-11469	155	12	on	on	ADP
fbem-11469	155	13	the	the	DET
fbem-11469	155	14	consumption	consumption	NOUN
fbem-11469	155	15	demand	demand	NOUN
fbem-11469	155	16	of	of	ADP
fbem-11469	155	17	residents	resident	NOUN
fbem-11469	155	18	in	in	ADP
fbem-11469	155	19	the	the	DET
fbem-11469	155	20	western	western	ADJ
fbem-11469	155	21	region	region	NOUN
fbem-11469	155	22	still	still	ADV
fbem-11469	155	23	has	have	VERB
fbem-11469	155	24	a	a	DET
fbem-11469	155	25	lot	lot	NOUN
fbem-11469	155	26	of	of	ADP
fbem-11469	155	27	room	room	NOUN
fbem-11469	155	28	for	for	ADP
fbem-11469	155	29	development	development	NOUN
fbem-11469	155	30	.	.	PUNCT
fbem-11469	156	1	observe	observe	VERB
fbem-11469	156	2	the	the	DET
fbem-11469	156	3	impact	impact	NOUN
fbem-11469	156	4	of	of	ADP
fbem-11469	156	5	the	the	DET
fbem-11469	156	6	level	level	NOUN
fbem-11469	156	7	of	of	ADP
fbem-11469	156	8	the	the	DET
fbem-11469	156	9	digital	digital	ADJ
fbem-11469	156	10	economy	economy	NOUN
fbem-11469	156	11	on	on	ADP
fbem-11469	156	12	the	the	DET
fbem-11469	156	13	consumption	consumption	NOUN
fbem-11469	156	14	structure	structure	NOUN
fbem-11469	156	15	of	of	ADP
fbem-11469	156	16	residents	resident	NOUN
fbem-11469	156	17	,	,	PUNCT
fbem-11469	156	18	the	the	DET
fbem-11469	156	19	level	level	NOUN
fbem-11469	156	20	of	of	ADP
fbem-11469	156	21	the	the	DET
fbem-11469	156	22	digital	digital	ADJ
fbem-11469	156	23	economy	economy	NOUN
fbem-11469	156	24	on	on	ADP
fbem-11469	156	25	the	the	DET
fbem-11469	156	26	east	east	NOUN
fbem-11469	156	27	,	,	PUNCT
fbem-11469	156	28	central	central	ADJ
fbem-11469	156	29	and	and	CCONJ
fbem-11469	156	30	west	west	NOUN
fbem-11469	156	31	of	of	ADP
fbem-11469	156	32	the	the	DET
fbem-11469	156	33	three	three	NUM
fbem-11469	156	34	regions	region	NOUN
fbem-11469	156	35	of	of	ADP
fbem-11469	156	36	the	the	DET
fbem-11469	156	37	consumption	consumption	NOUN
fbem-11469	156	38	structure	structure	NOUN
fbem-11469	156	39	of	of	ADP
fbem-11469	156	40	residents	resident	NOUN
fbem-11469	156	41	have	have	VERB
fbem-11469	156	42	a	a	DET
fbem-11469	156	43	significant	significant	ADJ
fbem-11469	156	44	positive	positive	ADJ
fbem-11469	156	45	role	role	NOUN
fbem-11469	156	46	,	,	PUNCT
fbem-11469	156	47	and	and	CCONJ
fbem-11469	156	48	the	the	DET
fbem-11469	156	49	impact	impact	NOUN
fbem-11469	156	50	on	on	ADP
fbem-11469	156	51	the	the	DET
fbem-11469	156	52	eastern	eastern	ADJ
fbem-11469	156	53	region	region	NOUN
fbem-11469	156	54	is	be	AUX
fbem-11469	156	55	significantly	significantly	ADV
fbem-11469	156	56	greater	great	ADJ
fbem-11469	156	57	than	than	ADP
fbem-11469	156	58	the	the	DET
fbem-11469	156	59	central	central	ADJ
fbem-11469	156	60	and	and	CCONJ
fbem-11469	156	61	western	western	ADJ
fbem-11469	156	62	regions	region	NOUN
fbem-11469	156	63	.	.	PUNCT
fbem-11469	157	1	every	every	DET
fbem-11469	157	2	1	1	NUM
fbem-11469	157	3	%	%	NOUN
fbem-11469	157	4	increase	increase	NOUN
fbem-11469	157	5	in	in	ADP
fbem-11469	157	6	the	the	DET
fbem-11469	157	7	level	level	NOUN
fbem-11469	157	8	of	of	ADP
fbem-11469	157	9	the	the	DET
fbem-11469	157	10	digital	digital	ADJ
fbem-11469	157	11	economy	economy	NOUN
fbem-11469	157	12	will	will	AUX
fbem-11469	157	13	bring	bring	VERB
fbem-11469	157	14	about	about	ADV
fbem-11469	157	15	a	a	DET
fbem-11469	157	16	0.103	0.103	NUM
fbem-11469	157	17	%	%	NOUN
fbem-11469	157	18	increase	increase	NOUN
fbem-11469	157	19	in	in	ADP
fbem-11469	157	20	the	the	DET
fbem-11469	157	21	consumption	consumption	NOUN
fbem-11469	157	22	structure	structure	NOUN
fbem-11469	157	23	of	of	ADP
fbem-11469	157	24	residents	resident	NOUN
fbem-11469	157	25	in	in	ADP
fbem-11469	157	26	the	the	DET
fbem-11469	157	27	eastern	eastern	ADJ
fbem-11469	157	28	region	region	NOUN
fbem-11469	157	29	,	,	PUNCT
fbem-11469	157	30	a	a	DET
fbem-11469	157	31	0.0834	0.0834	NUM
fbem-11469	157	32	%	%	NOUN
fbem-11469	157	33	increase	increase	NOUN
fbem-11469	157	34	in	in	ADP
fbem-11469	157	35	the	the	DET
fbem-11469	157	36	consumption	consumption	NOUN
fbem-11469	157	37	structure	structure	NOUN
fbem-11469	157	38	of	of	ADP
fbem-11469	157	39	residents	resident	NOUN
fbem-11469	157	40	in	in	ADP
fbem-11469	157	41	the	the	DET
fbem-11469	157	42	central	central	ADJ
fbem-11469	157	43	region	region	NOUN
fbem-11469	157	44	and	and	CCONJ
fbem-11469	157	45	a	a	DET
fbem-11469	157	46	0.0916	0.0916	NUM
fbem-11469	157	47	%	%	NOUN
fbem-11469	157	48	increase	increase	NOUN
fbem-11469	157	49	in	in	ADP
fbem-11469	157	50	the	the	DET
fbem-11469	157	51	consumption	consumption	NOUN
fbem-11469	157	52	structure	structure	NOUN
fbem-11469	157	53	of	of	ADP
fbem-11469	157	54	residents	resident	NOUN
fbem-11469	157	55	in	in	ADP
fbem-11469	157	56	the	the	DET
fbem-11469	157	57	western	western	ADJ
fbem-11469	157	58	region	region	NOUN
fbem-11469	157	59	.	.	PUNCT
fbem-11469	158	1	it	it	PRON
fbem-11469	158	2	shows	show	VERB
fbem-11469	158	3	that	that	SCONJ
fbem-11469	158	4	the	the	DET
fbem-11469	158	5	driving	drive	VERB
fbem-11469	158	6	effect	effect	NOUN
fbem-11469	158	7	of	of	ADP
fbem-11469	158	8	the	the	DET
fbem-11469	158	9	digital	digital	ADJ
fbem-11469	158	10	economy	economy	NOUN
fbem-11469	158	11	on	on	ADP
fbem-11469	158	12	the	the	DET
fbem-11469	158	13	consumption	consumption	NOUN
fbem-11469	158	14	structure	structure	NOUN
fbem-11469	158	15	of	of	ADP
fbem-11469	158	16	residents	resident	NOUN
fbem-11469	158	17	in	in	ADP
fbem-11469	158	18	the	the	DET
fbem-11469	158	19	eastern	eastern	ADJ
fbem-11469	158	20	region	region	NOUN
fbem-11469	158	21	is	be	AUX
fbem-11469	158	22	greater	great	ADJ
fbem-11469	158	23	than	than	ADP
fbem-11469	158	24	that	that	PRON
fbem-11469	158	25	in	in	ADP
fbem-11469	158	26	the	the	DET
fbem-11469	158	27	central	central	ADJ
fbem-11469	158	28	and	and	CCONJ
fbem-11469	158	29	western	western	ADJ
fbem-11469	158	30	regions	region	NOUN
fbem-11469	158	31	.	.	PUNCT
fbem-11469	159	1	therefore	therefore	ADV
fbem-11469	159	2	,	,	PUNCT
fbem-11469	159	3	based	base	VERB
fbem-11469	159	4	on	on	ADP
fbem-11469	159	5	the	the	DET
fbem-11469	159	6	above	above	ADJ
fbem-11469	159	7	findings	finding	NOUN
fbem-11469	159	8	,	,	PUNCT
fbem-11469	159	9	it	it	PRON
fbem-11469	159	10	is	be	AUX
fbem-11469	159	11	concluded	conclude	VERB
fbem-11469	159	12	that	that	SCONJ
fbem-11469	159	13	hypothesis	hypothesis	NOUN
fbem-11469	159	14	two	two	NUM
fbem-11469	159	15	is	be	AUX
fbem-11469	159	16	valid	valid	ADJ
fbem-11469	159	17	,	,	PUNCT
fbem-11469	159	18	and	and	CCONJ
fbem-11469	159	19	there	there	PRON
fbem-11469	159	20	are	be	VERB
fbem-11469	159	21	regional	regional	ADJ
fbem-11469	159	22	differences	difference	NOUN
fbem-11469	159	23	in	in	ADP
fbem-11469	159	24	the	the	DET
fbem-11469	159	25	promotion	promotion	NOUN
fbem-11469	159	26	effect	effect	NOUN
fbem-11469	159	27	of	of	ADP
fbem-11469	159	28	digital	digital	ADJ
fbem-11469	159	29	economy	economy	NOUN
fbem-11469	159	30	on	on	ADP
fbem-11469	159	31	residents	resident	NOUN
fbem-11469	159	32	'	'	PART
fbem-11469	159	33	consumption	consumption	NOUN
fbem-11469	159	34	upgrading	upgrading	NOUN
fbem-11469	159	35	.	.	PUNCT
fbem-11469	160	1	5.3	5.3	NUM
fbem-11469	160	2	.	.	PUNCT
fbem-11469	160	3	robustness	robustness	NOUN
fbem-11469	160	4	test	test	NOUN
fbem-11469	160	5	in	in	ADP
fbem-11469	160	6	order	order	NOUN
fbem-11469	160	7	to	to	PART
fbem-11469	160	8	test	test	VERB
fbem-11469	160	9	the	the	DET
fbem-11469	160	10	reliability	reliability	NOUN
fbem-11469	160	11	of	of	ADP
fbem-11469	160	12	the	the	DET
fbem-11469	160	13	above	above	ADJ
fbem-11469	160	14	research	research	NOUN
fbem-11469	160	15	results	result	NOUN
fbem-11469	160	16	,	,	PUNCT
fbem-11469	160	17	this	this	DET
fbem-11469	160	18	paper	paper	NOUN
fbem-11469	160	19	realizes	realize	VERB
fbem-11469	160	20	the	the	DET
fbem-11469	160	21	robustness	robustness	NOUN
fbem-11469	160	22	test	test	NOUN
fbem-11469	160	23	by	by	ADP
fbem-11469	160	24	replacing	replace	VERB
fbem-11469	160	25	the	the	DET
fbem-11469	160	26	relevant	relevant	ADJ
fbem-11469	160	27	indicators	indicator	NOUN
fbem-11469	160	28	.	.	PUNCT
fbem-11469	161	1	on	on	ADP
fbem-11469	161	2	the	the	DET
fbem-11469	161	3	basis	basis	NOUN
fbem-11469	161	4	of	of	ADP
fbem-11469	161	5	the	the	DET
fbem-11469	161	6	original	original	ADJ
fbem-11469	161	7	model	model	NOUN
fbem-11469	161	8	,	,	PUNCT
fbem-11469	161	9	the	the	DET
fbem-11469	161	10	proportion	proportion	NOUN
fbem-11469	161	11	of	of	ADP
fbem-11469	161	12	enterprises	enterprise	NOUN
fbem-11469	161	13	with	with	ADP
fbem-11469	161	14	e	e	NOUN
fbem-11469	161	15	-	-	NOUN
fbem-11469	161	16	commerce	commerce	NOUN
fbem-11469	161	17	transaction	transaction	NOUN
fbem-11469	161	18	activities	activity	NOUN
fbem-11469	161	19	in	in	ADP
fbem-11469	161	20	the	the	DET
fbem-11469	161	21	total	total	ADJ
fbem-11469	161	22	number	number	NOUN
fbem-11469	161	23	of	of	ADP
fbem-11469	161	24	enterprises	enterprise	NOUN
fbem-11469	161	25	(	(	PUNCT
fbem-11469	161	26	cov	cov	NOUN
fbem-11469	161	27	)	)	PUNCT
fbem-11469	161	28	is	be	AUX
fbem-11469	161	29	selected	select	VERB
fbem-11469	161	30	as	as	ADP
fbem-11469	161	31	an	an	DET
fbem-11469	161	32	alternative	alternative	ADJ
fbem-11469	161	33	explanatory	explanatory	ADJ
fbem-11469	161	34	variable	variable	NOUN
fbem-11469	161	35	for	for	ADP
fbem-11469	161	36	regression	regression	NOUN
fbem-11469	161	37	,	,	PUNCT
fbem-11469	161	38	and	and	CCONJ
fbem-11469	161	39	the	the	DET
fbem-11469	161	40	test	test	NOUN
fbem-11469	161	41	results	result	NOUN
fbem-11469	161	42	are	be	AUX
fbem-11469	161	43	shown	show	VERB
fbem-11469	161	44	in	in	ADP
fbem-11469	161	45	table	table	NOUN
fbem-11469	161	46	4	4	NUM
fbem-11469	161	47	.	.	PUNCT
fbem-11469	162	1	the	the	DET
fbem-11469	162	2	significance	significance	NOUN
fbem-11469	162	3	and	and	CCONJ
fbem-11469	162	4	direction	direction	NOUN
fbem-11469	162	5	of	of	ADP
fbem-11469	162	6	the	the	DET
fbem-11469	162	7	coefficient	coefficient	NOUN
fbem-11469	162	8	of	of	ADP
fbem-11469	162	9	the	the	DET
fbem-11469	162	10	explanatory	explanatory	ADJ
fbem-11469	162	11	variable	variable	ADJ
fbem-11469	162	12	cov	cov	NOUN
fbem-11469	162	13	are	be	AUX
fbem-11469	162	14	consistent	consistent	ADJ
fbem-11469	162	15	with	with	ADP
fbem-11469	162	16	the	the	DET
fbem-11469	162	17	previous	previous	ADJ
fbem-11469	162	18	regression	regression	NOUN
fbem-11469	162	19	results	result	NOUN
fbem-11469	162	20	.	.	PUNCT
fbem-11469	163	1	therefore	therefore	ADV
fbem-11469	163	2	the	the	DET
fbem-11469	163	3	conclusion	conclusion	NOUN
fbem-11469	163	4	that	that	SCONJ
fbem-11469	163	5	the	the	DET
fbem-11469	163	6	level	level	NOUN
fbem-11469	163	7	of	of	ADP
fbem-11469	163	8	digital	digital	ADJ
fbem-11469	163	9	economy	economy	NOUN
fbem-11469	163	10	has	have	AUX
fbem-11469	163	11	a	a	DET
fbem-11469	163	12	positive	positive	ADJ
fbem-11469	163	13	impact	impact	NOUN
fbem-11469	163	14	on	on	ADP
fbem-11469	163	15	residents	resident	NOUN
fbem-11469	163	16	'	'	PART
fbem-11469	163	17	consumption	consumption	NOUN
fbem-11469	163	18	upgrade	upgrade	NOUN
fbem-11469	163	19	is	be	AUX
fbem-11469	163	20	considered	consider	VERB
fbem-11469	163	21	significant	significant	ADJ
fbem-11469	163	22	.	.	PUNCT
fbem-11469	164	1	167	167	NUM
fbem-11469	164	2	table	table	NOUN
fbem-11469	164	3	4	4	NUM
fbem-11469	164	4	.	.	PUNCT
fbem-11469	164	5	robustness	robustness	NOUN
fbem-11469	164	6	regression	regression	NOUN
fbem-11469	164	7	results	result	NOUN
fbem-11469	164	8	explanatory	explanatory	ADJ
fbem-11469	164	9	variable	variable	NOUN
fbem-11469	164	10	(	(	PUNCT
fbem-11469	164	11	1	1	NUM
fbem-11469	164	12	)	)	PUNCT
fbem-11469	164	13	(	(	PUNCT
fbem-11469	164	14	2	2	X
fbem-11469	164	15	)	)	PUNCT
fbem-11469	164	16	cov	cov	NOUN
fbem-11469	164	17	0.00411	0.00411	NUM
fbem-11469	164	18	*	*	PUNCT
fbem-11469	164	19	*	*	PUNCT
fbem-11469	164	20	(	(	PUNCT
fbem-11469	164	21	0.00166	0.00166	NUM
fbem-11469	164	22	)	)	PUNCT
fbem-11469	164	23	0.00222	0.00222	NUM
fbem-11469	164	24	*	*	PUNCT
fbem-11469	164	25	*	*	PUNCT
fbem-11469	164	26	*	*	PUNCT
fbem-11469	164	27	(	(	PUNCT
fbem-11469	164	28	0.000718	0.000718	NUM
fbem-11469	164	29	)	)	PUNCT
fbem-11469	164	30	lnincome	lnincome	NOUN
fbem-11469	164	31	0.772	0.772	NUM
fbem-11469	164	32	*	*	PUNCT
fbem-11469	164	33	*	*	PUNCT
fbem-11469	164	34	*	*	PUNCT
fbem-11469	164	35	(	(	PUNCT
fbem-11469	164	36	0.0252	0.0252	NUM
fbem-11469	164	37	)	)	PUNCT
fbem-11469	164	38	0.0222	0.0222	NUM
fbem-11469	164	39	*	*	PUNCT
fbem-11469	164	40	*	*	PUNCT
fbem-11469	164	41	(	(	PUNCT
fbem-11469	164	42	0.0109	0.0109	NUM
fbem-11469	164	43	)	)	PUNCT
fbem-11469	164	44	ss	ss	ADP
fbem-11469	164	45	0.210	0.210	NUM
fbem-11469	164	46	(	(	PUNCT
fbem-11469	164	47	0.176	0.176	NUM
fbem-11469	164	48	)	)	PUNCT
fbem-11469	164	49	0.0509	0.0509	NUM
fbem-11469	164	50	(	(	PUNCT
fbem-11469	164	51	0.0762	0.0762	NUM
fbem-11469	164	52	)	)	PUNCT
fbem-11469	164	53	open	open	VERB
fbem-11469	164	54	0.0538	0.0538	NUM
fbem-11469	164	55	*	*	PUNCT
fbem-11469	164	56	*	*	PUNCT
fbem-11469	164	57	*	*	PUNCT
fbem-11469	164	58	(	(	PUNCT
fbem-11469	164	59	0.0168	0.0168	NUM
fbem-11469	164	60	)	)	PUNCT
fbem-11469	164	61	0.00322	0.00322	PROPN
fbem-11469	164	62	(	(	PUNCT
fbem-11469	164	63	0.00728	0.00728	NUM
fbem-11469	164	64	)	)	PUNCT
fbem-11469	164	65	ur	ur	INTJ
fbem-11469	164	66	-0.0282	-0.0282	NOUN
fbem-11469	164	67	*	*	PUNCT
fbem-11469	164	68	*	*	PUNCT
fbem-11469	164	69	*	*	PUNCT
fbem-11469	164	70	(	(	PUNCT
fbem-11469	164	71	0.00807	0.00807	NUM
fbem-11469	164	72	)	)	PUNCT
fbem-11469	164	73	-0.0129	-0.0129	NOUN
fbem-11469	164	74	*	*	PUNCT
fbem-11469	165	1	*	*	PUNCT
fbem-11469	165	2	*	*	PUNCT
fbem-11469	165	3	(	(	PUNCT
fbem-11469	165	4	0.00349	0.00349	NUM
fbem-11469	165	5	)	)	PUNCT
fbem-11469	165	6	constant	constant	ADJ
fbem-11469	165	7	term	term	NOUN
fbem-11469	165	8	1.514	1.514	NUM
fbem-11469	165	9	*	*	PUNCT
fbem-11469	165	10	*	*	PUNCT
fbem-11469	165	11	*	*	PUNCT
fbem-11469	165	12	(	(	PUNCT
fbem-11469	165	13	0.179	0.179	NUM
fbem-11469	165	14	)	)	PUNCT
fbem-11469	165	15	0.0829	0.0829	NUM
fbem-11469	165	16	(	(	PUNCT
fbem-11469	165	17	0.0772	0.0772	NUM
fbem-11469	165	18	)	)	PUNCT
fbem-11469	165	19	r	r	NOUN
fbem-11469	165	20	0.9565	0.9565	NUM
fbem-11469	165	21	0.3098	0.3098	NUM
fbem-11469	165	22	n	n	PRON
fbem-11469	165	23	210	210	NUM
fbem-11469	165	24	210	210	NUM
fbem-11469	165	25	note	note	NOUN
fbem-11469	165	26	:	:	PUNCT
fbem-11469	165	27	same	same	ADJ
fbem-11469	165	28	as	as	ADP
fbem-11469	165	29	table	table	NOUN
fbem-11469	165	30	2	2	NUM
fbem-11469	165	31	.	.	NOUN
fbem-11469	165	32	5.4	5.4	NUM
fbem-11469	165	33	.	.	PUNCT
fbem-11469	166	1	further	further	ADJ
fbem-11469	166	2	analysis	analysis	NOUN
fbem-11469	166	3	based	base	VERB
fbem-11469	166	4	on	on	ADP
fbem-11469	166	5	the	the	DET
fbem-11469	166	6	results	result	NOUN
fbem-11469	166	7	of	of	ADP
fbem-11469	166	8	the	the	DET
fbem-11469	166	9	above	above	ADJ
fbem-11469	166	10	analysis	analysis	NOUN
fbem-11469	166	11	,	,	PUNCT
fbem-11469	166	12	it	it	PRON
fbem-11469	166	13	is	be	AUX
fbem-11469	166	14	concluded	conclude	VERB
fbem-11469	166	15	that	that	SCONJ
fbem-11469	166	16	the	the	DET
fbem-11469	166	17	digital	digital	ADJ
fbem-11469	166	18	economy	economy	NOUN
fbem-11469	166	19	promotes	promote	VERB
fbem-11469	166	20	residents	resident	NOUN
fbem-11469	166	21	'	'	PART
fbem-11469	166	22	consumption	consumption	NOUN
fbem-11469	166	23	upgrading	upgrading	NOUN
fbem-11469	166	24	and	and	CCONJ
fbem-11469	166	25	it	it	PRON
fbem-11469	166	26	has	have	VERB
fbem-11469	166	27	regional	regional	ADJ
fbem-11469	166	28	heterogeneity	heterogeneity	NOUN
fbem-11469	166	29	.	.	PUNCT
fbem-11469	167	1	on	on	ADP
fbem-11469	167	2	this	this	DET
fbem-11469	167	3	basis	basis	NOUN
fbem-11469	167	4	,	,	PUNCT
fbem-11469	167	5	we	we	PRON
fbem-11469	167	6	further	far	ADV
fbem-11469	167	7	explore	explore	VERB
fbem-11469	167	8	the	the	DET
fbem-11469	167	9	transmission	transmission	NOUN
fbem-11469	167	10	mechanism	mechanism	NOUN
fbem-11469	167	11	of	of	ADP
fbem-11469	167	12	the	the	DET
fbem-11469	167	13	digital	digital	ADJ
fbem-11469	167	14	economy	economy	NOUN
fbem-11469	167	15	affecting	affect	VERB
fbem-11469	167	16	residents	resident	NOUN
fbem-11469	167	17	'	'	PART
fbem-11469	167	18	consumption	consumption	NOUN
fbem-11469	167	19	upgrading	upgrading	NOUN
fbem-11469	167	20	.	.	PUNCT
fbem-11469	168	1	in	in	ADP
fbem-11469	168	2	this	this	DET
fbem-11469	168	3	paper	paper	NOUN
fbem-11469	168	4	,	,	PUNCT
fbem-11469	168	5	the	the	DET
fbem-11469	168	6	mediating	mediate	VERB
fbem-11469	168	7	effect	effect	NOUN
fbem-11469	168	8	test	test	NOUN
fbem-11469	168	9	is	be	AUX
fbem-11469	168	10	conducted	conduct	VERB
fbem-11469	168	11	,	,	PUNCT
fbem-11469	168	12	and	and	CCONJ
fbem-11469	168	13	the	the	DET
fbem-11469	168	14	mediating	mediate	VERB
fbem-11469	168	15	variable	variable	NOUN
fbem-11469	168	16	chosen	choose	VERB
fbem-11469	168	17	is	be	AUX
fbem-11469	168	18	the	the	DET
fbem-11469	168	19	turnover	turnover	NOUN
fbem-11469	168	20	of	of	ADP
fbem-11469	168	21	the	the	DET
fbem-11469	168	22	technology	technology	NOUN
fbem-11469	168	23	market	market	NOUN
fbem-11469	168	24	(	(	PUNCT
fbem-11469	168	25	innovation	innovation	NOUN
fbem-11469	168	26	)	)	PUNCT
fbem-11469	168	27	.	.	PUNCT
fbem-11469	169	1	the	the	DET
fbem-11469	169	2	specific	specific	ADJ
fbem-11469	169	3	test	test	NOUN
fbem-11469	169	4	steps	step	NOUN
fbem-11469	169	5	of	of	ADP
fbem-11469	169	6	the	the	DET
fbem-11469	169	7	mediation	mediation	NOUN
fbem-11469	169	8	effect	effect	NOUN
fbem-11469	169	9	are	be	AUX
fbem-11469	169	10	borrowed	borrow	VERB
fbem-11469	169	11	from	from	ADP
fbem-11469	169	12	wen	wen	PROPN
fbem-11469	169	13	zhonglin	zhonglin	PROPN
fbem-11469	169	14	et	et	PROPN
fbem-11469	169	15	al	al	PROPN
fbem-11469	169	16	.	.	PROPN
fbem-11469	170	1	(	(	PUNCT
fbem-11469	170	2	2014	2014	NUM
fbem-11469	170	3	)	)	PUNCT
fbem-11469	170	4	.	.	PUNCT
fbem-11469	171	1	the	the	DET
fbem-11469	171	2	first	first	ADJ
fbem-11469	171	3	step	step	NOUN
fbem-11469	171	4	is	be	AUX
fbem-11469	171	5	to	to	PART
fbem-11469	171	6	test	test	VERB
fbem-11469	171	7	whether	whether	SCONJ
fbem-11469	171	8	the	the	DET
fbem-11469	171	9	coefficients	coefficient	NOUN
fbem-11469	171	10	α_1	α_1	NOUN
fbem-11469	171	11	and	and	CCONJ
fbem-11469	171	12	β_1	β_1	PROPN
fbem-11469	171	13	of	of	ADP
fbem-11469	171	14	model	model	NOUN
fbem-11469	171	15	(	(	PUNCT
fbem-11469	171	16	1	1	NUM
fbem-11469	171	17	)	)	PUNCT
fbem-11469	171	18	or	or	CCONJ
fbem-11469	171	19	(	(	PUNCT
fbem-11469	171	20	2	2	X
fbem-11469	171	21	)	)	PUNCT
fbem-11469	171	22	are	be	AUX
fbem-11469	171	23	significant	significant	ADJ
fbem-11469	171	24	,	,	PUNCT
fbem-11469	171	25	and	and	CCONJ
fbem-11469	171	26	if	if	SCONJ
fbem-11469	171	27	they	they	PRON
fbem-11469	171	28	are	be	AUX
fbem-11469	171	29	significant	significant	ADJ
fbem-11469	171	30	,	,	PUNCT
fbem-11469	171	31	then	then	ADV
fbem-11469	171	32	proceed	proceed	VERB
fbem-11469	171	33	to	to	ADP
fbem-11469	171	34	the	the	DET
fbem-11469	171	35	next	next	ADJ
fbem-11469	171	36	step	step	NOUN
fbem-11469	171	37	;	;	PUNCT
fbem-11469	171	38	the	the	DET
fbem-11469	171	39	second	second	ADJ
fbem-11469	171	40	step	step	NOUN
fbem-11469	171	41	is	be	AUX
fbem-11469	171	42	to	to	PART
fbem-11469	171	43	test	test	VERB
fbem-11469	171	44	the	the	DET
fbem-11469	171	45	coefficients	coefficient	NOUN
fbem-11469	171	46	γ_1	γ_1	VERB
fbem-11469	171	47	of	of	ADP
fbem-11469	171	48	model	model	NOUN
fbem-11469	171	49	(	(	PUNCT
fbem-11469	171	50	3	3	NUM
fbem-11469	171	51	)	)	PUNCT
fbem-11469	171	52	and	and	CCONJ
fbem-11469	171	53	the	the	DET
fbem-11469	171	54	coefficients	coefficient	NOUN
fbem-11469	171	55	θ_2	θ_2	VERB
fbem-11469	171	56	and	and	CCONJ
fbem-11469	171	57	σ_2	σ_2	NOUN
fbem-11469	171	58	of	of	ADP
fbem-11469	171	59	model	model	NOUN
fbem-11469	171	60	(	(	PUNCT
fbem-11469	171	61	4	4	NUM
fbem-11469	171	62	)	)	PUNCT
fbem-11469	171	63	and	and	CCONJ
fbem-11469	171	64	(	(	PUNCT
fbem-11469	171	65	5	5	NUM
fbem-11469	171	66	)	)	PUNCT
fbem-11469	171	67	,	,	PUNCT
fbem-11469	171	68	and	and	CCONJ
fbem-11469	171	69	if	if	SCONJ
fbem-11469	171	70	both	both	PRON
fbem-11469	171	71	of	of	ADP
fbem-11469	171	72	them	they	PRON
fbem-11469	171	73	are	be	AUX
fbem-11469	171	74	significant	significant	ADJ
fbem-11469	171	75	,	,	PUNCT
fbem-11469	171	76	then	then	ADV
fbem-11469	171	77	there	there	PRON
fbem-11469	171	78	is	be	VERB
fbem-11469	171	79	a	a	DET
fbem-11469	171	80	mediation	mediation	NOUN
fbem-11469	171	81	effect	effect	NOUN
fbem-11469	171	82	.	.	PUNCT
fbem-11469	172	1	if	if	SCONJ
fbem-11469	172	2	at	at	ADV
fbem-11469	172	3	least	least	ADJ
fbem-11469	172	4	one	one	NUM
fbem-11469	172	5	of	of	ADP
fbem-11469	172	6	them	they	PRON
fbem-11469	172	7	is	be	AUX
fbem-11469	172	8	not	not	PART
fbem-11469	172	9	significant	significant	ADJ
fbem-11469	172	10	,	,	PUNCT
fbem-11469	172	11	the	the	DET
fbem-11469	172	12	third	third	ADJ
fbem-11469	172	13	step	step	NOUN
fbem-11469	172	14	is	be	AUX
fbem-11469	172	15	carried	carry	VERB
fbem-11469	172	16	out	out	ADP
fbem-11469	172	17	;	;	PUNCT
fbem-11469	172	18	in	in	ADP
fbem-11469	172	19	the	the	DET
fbem-11469	172	20	third	third	ADJ
fbem-11469	172	21	step	step	NOUN
fbem-11469	172	22	,	,	PUNCT
fbem-11469	172	23	bootstrap	bootstrap	NOUN
fbem-11469	172	24	test	test	NOUN
fbem-11469	172	25	is	be	AUX
fbem-11469	172	26	used	use	VERB
fbem-11469	172	27	to	to	PART
fbem-11469	172	28	further	far	ADV
fbem-11469	172	29	test	test	VERB
fbem-11469	172	30	whether	whether	SCONJ
fbem-11469	172	31	there	there	PRON
fbem-11469	172	32	is	be	VERB
fbem-11469	172	33	a	a	DET
fbem-11469	172	34	mediation	mediation	NOUN
fbem-11469	172	35	effect	effect	NOUN
fbem-11469	172	36	.	.	PUNCT
fbem-11469	173	1	the	the	DET
fbem-11469	173	2	results	result	NOUN
fbem-11469	173	3	of	of	ADP
fbem-11469	173	4	the	the	DET
fbem-11469	173	5	mediation	mediation	NOUN
fbem-11469	173	6	effect	effect	NOUN
fbem-11469	173	7	test	test	NOUN
fbem-11469	173	8	are	be	AUX
fbem-11469	173	9	shown	show	VERB
fbem-11469	173	10	in	in	ADP
fbem-11469	173	11	table	table	NOUN
fbem-11469	173	12	5	5	NUM
fbem-11469	173	13	below.the	below.the	DET
fbem-11469	173	14	first	first	ADJ
fbem-11469	173	15	step	step	NOUN
fbem-11469	173	16	is	be	AUX
fbem-11469	173	17	the	the	DET
fbem-11469	173	18	empirical	empirical	ADJ
fbem-11469	173	19	test	test	NOUN
fbem-11469	173	20	of	of	ADP
fbem-11469	173	21	the	the	DET
fbem-11469	173	22	overall	overall	ADJ
fbem-11469	173	23	impact	impact	NOUN
fbem-11469	173	24	of	of	ADP
fbem-11469	173	25	the	the	DET
fbem-11469	173	26	digital	digital	ADJ
fbem-11469	173	27	economy	economy	NOUN
fbem-11469	173	28	on	on	ADP
fbem-11469	173	29	the	the	DET
fbem-11469	173	30	consumption	consumption	NOUN
fbem-11469	173	31	level	level	NOUN
fbem-11469	173	32	and	and	CCONJ
fbem-11469	173	33	consumption	consumption	NOUN
fbem-11469	173	34	structure	structure	NOUN
fbem-11469	173	35	of	of	ADP
fbem-11469	173	36	residents	resident	NOUN
fbem-11469	173	37	,	,	PUNCT
fbem-11469	173	38	and	and	CCONJ
fbem-11469	173	39	there	there	PRON
fbem-11469	173	40	is	be	VERB
fbem-11469	173	41	a	a	DET
fbem-11469	173	42	significant	significant	ADJ
fbem-11469	173	43	positive	positive	ADJ
fbem-11469	173	44	relationship	relationship	NOUN
fbem-11469	173	45	between	between	ADP
fbem-11469	173	46	the	the	DET
fbem-11469	173	47	increase	increase	NOUN
fbem-11469	173	48	in	in	ADP
fbem-11469	173	49	the	the	DET
fbem-11469	173	50	consumption	consumption	NOUN
fbem-11469	173	51	level	level	NOUN
fbem-11469	173	52	of	of	ADP
fbem-11469	173	53	residents	resident	NOUN
fbem-11469	173	54	and	and	CCONJ
fbem-11469	173	55	the	the	DET
fbem-11469	173	56	optimization	optimization	NOUN
fbem-11469	173	57	of	of	ADP
fbem-11469	173	58	the	the	DET
fbem-11469	173	59	consumption	consumption	NOUN
fbem-11469	173	60	structure	structure	NOUN
fbem-11469	173	61	and	and	CCONJ
fbem-11469	173	62	the	the	DET
fbem-11469	173	63	level	level	NOUN
fbem-11469	173	64	of	of	ADP
fbem-11469	173	65	development	development	NOUN
fbem-11469	173	66	of	of	ADP
fbem-11469	173	67	the	the	DET
fbem-11469	173	68	digital	digital	ADJ
fbem-11469	173	69	economy	economy	NOUN
fbem-11469	173	70	.	.	PUNCT
fbem-11469	174	1	the	the	DET
fbem-11469	174	2	second	second	ADJ
fbem-11469	174	3	step	step	NOUN
fbem-11469	174	4	is	be	AUX
fbem-11469	174	5	the	the	DET
fbem-11469	174	6	empirical	empirical	ADJ
fbem-11469	174	7	test	test	NOUN
fbem-11469	174	8	of	of	ADP
fbem-11469	174	9	the	the	DET
fbem-11469	174	10	impact	impact	NOUN
fbem-11469	174	11	of	of	ADP
fbem-11469	174	12	the	the	DET
fbem-11469	174	13	digital	digital	ADJ
fbem-11469	174	14	economy	economy	NOUN
fbem-11469	174	15	on	on	ADP
fbem-11469	174	16	the	the	DET
fbem-11469	174	17	development	development	NOUN
fbem-11469	174	18	of	of	ADP
fbem-11469	174	19	the	the	DET
fbem-11469	174	20	technology	technology	NOUN
fbem-11469	174	21	market	market	NOUN
fbem-11469	174	22	.	.	PUNCT
fbem-11469	175	1	the	the	DET
fbem-11469	175	2	results	result	NOUN
fbem-11469	175	3	show	show	VERB
fbem-11469	175	4	that	that	SCONJ
fbem-11469	175	5	there	there	PRON
fbem-11469	175	6	is	be	VERB
fbem-11469	175	7	a	a	DET
fbem-11469	175	8	significant	significant	ADJ
fbem-11469	175	9	positive	positive	ADJ
fbem-11469	175	10	relationship	relationship	NOUN
fbem-11469	175	11	between	between	ADP
fbem-11469	175	12	the	the	DET
fbem-11469	175	13	level	level	NOUN
fbem-11469	175	14	of	of	ADP
fbem-11469	175	15	the	the	DET
fbem-11469	175	16	digital	digital	ADJ
fbem-11469	175	17	economy	economy	NOUN
fbem-11469	175	18	and	and	CCONJ
fbem-11469	175	19	the	the	DET
fbem-11469	175	20	development	development	NOUN
fbem-11469	175	21	of	of	ADP
fbem-11469	175	22	the	the	DET
fbem-11469	175	23	technology	technology	NOUN
fbem-11469	175	24	market	market	NOUN
fbem-11469	175	25	,	,	PUNCT
fbem-11469	175	26	and	and	CCONJ
fbem-11469	175	27	every	every	DET
fbem-11469	175	28	1	1	NUM
fbem-11469	175	29	%	%	NOUN
fbem-11469	175	30	increase	increase	NOUN
fbem-11469	175	31	in	in	ADP
fbem-11469	175	32	the	the	DET
fbem-11469	175	33	level	level	NOUN
fbem-11469	175	34	of	of	ADP
fbem-11469	175	35	the	the	DET
fbem-11469	175	36	digital	digital	ADJ
fbem-11469	175	37	economy	economy	NOUN
fbem-11469	175	38	will	will	AUX
fbem-11469	175	39	bring	bring	VERB
fbem-11469	175	40	about	about	ADP
fbem-11469	175	41	a	a	DET
fbem-11469	175	42	1.330	1.330	NUM
fbem-11469	175	43	%	%	NOUN
fbem-11469	175	44	increase	increase	NOUN
fbem-11469	175	45	in	in	ADP
fbem-11469	175	46	the	the	DET
fbem-11469	175	47	level	level	NOUN
fbem-11469	175	48	of	of	ADP
fbem-11469	175	49	the	the	DET
fbem-11469	175	50	development	development	NOUN
fbem-11469	175	51	of	of	ADP
fbem-11469	175	52	the	the	DET
fbem-11469	175	53	technology	technology	NOUN
fbem-11469	175	54	market	market	NOUN
fbem-11469	175	55	;	;	PUNCT
fbem-11469	175	56	the	the	DET
fbem-11469	175	57	third	third	ADJ
fbem-11469	175	58	step	step	NOUN
fbem-11469	175	59	is	be	AUX
fbem-11469	175	60	an	an	DET
fbem-11469	175	61	empirical	empirical	ADJ
fbem-11469	175	62	test	test	NOUN
fbem-11469	175	63	of	of	ADP
fbem-11469	175	64	the	the	DET
fbem-11469	175	65	impact	impact	NOUN
fbem-11469	175	66	of	of	ADP
fbem-11469	175	67	the	the	DET
fbem-11469	175	68	level	level	NOUN
fbem-11469	175	69	of	of	ADP
fbem-11469	175	70	development	development	NOUN
fbem-11469	175	71	of	of	ADP
fbem-11469	175	72	the	the	DET
fbem-11469	175	73	digital	digital	ADJ
fbem-11469	175	74	economy	economy	NOUN
fbem-11469	175	75	and	and	CCONJ
fbem-11469	175	76	technology	technology	NOUN
fbem-11469	175	77	market	market	NOUN
fbem-11469	175	78	on	on	ADP
fbem-11469	175	79	the	the	DET
fbem-11469	175	80	level	level	NOUN
fbem-11469	175	81	of	of	ADP
fbem-11469	175	82	residents	resident	NOUN
fbem-11469	175	83	'	'	PART
fbem-11469	175	84	consumption	consumption	NOUN
fbem-11469	175	85	and	and	CCONJ
fbem-11469	175	86	the	the	DET
fbem-11469	175	87	structure	structure	NOUN
fbem-11469	175	88	of	of	ADP
fbem-11469	175	89	consumption	consumption	NOUN
fbem-11469	175	90	,	,	PUNCT
fbem-11469	175	91	the	the	DET
fbem-11469	175	92	coefficient	coefficient	NOUN
fbem-11469	175	93	of	of	ADP
fbem-11469	175	94	the	the	DET
fbem-11469	175	95	development	development	NOUN
fbem-11469	175	96	of	of	ADP
fbem-11469	175	97	the	the	DET
fbem-11469	175	98	digital	digital	ADJ
fbem-11469	175	99	economy	economy	NOUN
fbem-11469	175	100	in	in	ADP
fbem-11469	175	101	the	the	DET
fbem-11469	175	102	first	first	ADJ
fbem-11469	175	103	column	column	NOUN
fbem-11469	175	104	of	of	ADP
fbem-11469	175	105	the	the	DET
fbem-11469	175	106	third	third	ADJ
fbem-11469	175	107	step	step	NOUN
fbem-11469	175	108	is	be	AUX
fbem-11469	175	109	significant	significant	ADJ
fbem-11469	175	110	,	,	PUNCT
fbem-11469	175	111	while	while	SCONJ
fbem-11469	175	112	the	the	DET
fbem-11469	175	113	coefficient	coefficient	NOUN
fbem-11469	175	114	of	of	ADP
fbem-11469	175	115	the	the	DET
fbem-11469	175	116	technology	technology	NOUN
fbem-11469	175	117	market	market	NOUN
fbem-11469	175	118	is	be	AUX
fbem-11469	175	119	not	not	PART
fbem-11469	175	120	significant	significant	ADJ
fbem-11469	175	121	,	,	PUNCT
fbem-11469	175	122	the	the	DET
fbem-11469	175	123	mediation	mediation	NOUN
fbem-11469	175	124	effect	effect	NOUN
fbem-11469	175	125	model	model	NOUN
fbem-11469	175	126	that	that	SCONJ
fbem-11469	175	127	when	when	SCONJ
fbem-11469	175	128	there	there	PRON
fbem-11469	175	129	is	be	VERB
fbem-11469	175	130	at	at	ADV
fbem-11469	175	131	least	least	ADJ
fbem-11469	175	132	one	one	NUM
fbem-11469	175	133	coefficient	coefficient	NOUN
fbem-11469	175	134	is	be	AUX
fbem-11469	175	135	not	not	PART
fbem-11469	175	136	significant	significant	ADJ
fbem-11469	175	137	,	,	PUNCT
fbem-11469	175	138	bootstrap	bootstrap	NOUN
fbem-11469	175	139	test	test	NOUN
fbem-11469	175	140	is	be	AUX
fbem-11469	175	141	needed	need	VERB
fbem-11469	175	142	to	to	PART
fbem-11469	175	143	determine	determine	VERB
fbem-11469	175	144	whether	whether	SCONJ
fbem-11469	175	145	there	there	PRON
fbem-11469	175	146	is	be	VERB
fbem-11469	175	147	a	a	DET
fbem-11469	175	148	mediation	mediation	NOUN
fbem-11469	175	149	effect	effect	NOUN
fbem-11469	175	150	.	.	PUNCT
fbem-11469	176	1	bootstrap	bootstrap	NOUN
fbem-11469	176	2	test	test	NOUN
fbem-11469	176	3	results	result	NOUN
fbem-11469	176	4	show	show	VERB
fbem-11469	176	5	that	that	SCONJ
fbem-11469	176	6	the	the	DET
fbem-11469	176	7	mediation	mediation	NOUN
fbem-11469	176	8	effect	effect	NOUN
fbem-11469	176	9	is	be	AUX
fbem-11469	176	10	not	not	PART
fbem-11469	176	11	significant	significant	ADJ
fbem-11469	176	12	as	as	SCONJ
fbem-11469	176	13	shown	show	VERB
fbem-11469	176	14	in	in	ADP
fbem-11469	176	15	table	table	NOUN
fbem-11469	176	16	6	6	NUM
fbem-11469	176	17	,	,	PUNCT
fbem-11469	176	18	indicating	indicate	VERB
fbem-11469	176	19	that	that	SCONJ
fbem-11469	176	20	there	there	PRON
fbem-11469	176	21	is	be	VERB
fbem-11469	176	22	no	no	DET
fbem-11469	176	23	mediation	mediation	NOUN
fbem-11469	176	24	effect	effect	NOUN
fbem-11469	176	25	in	in	ADP
fbem-11469	176	26	the	the	DET
fbem-11469	176	27	impact	impact	NOUN
fbem-11469	176	28	of	of	ADP
fbem-11469	176	29	the	the	DET
fbem-11469	176	30	digital	digital	ADJ
fbem-11469	176	31	economy	economy	NOUN
fbem-11469	176	32	on	on	ADP
fbem-11469	176	33	the	the	DET
fbem-11469	176	34	level	level	NOUN
fbem-11469	176	35	of	of	ADP
fbem-11469	176	36	consumption	consumption	NOUN
fbem-11469	176	37	of	of	ADP
fbem-11469	176	38	the	the	DET
fbem-11469	176	39	population	population	NOUN
fbem-11469	176	40	with	with	ADP
fbem-11469	176	41	technological	technological	ADJ
fbem-11469	176	42	innovation	innovation	NOUN
fbem-11469	176	43	as	as	ADP
fbem-11469	176	44	the	the	DET
fbem-11469	176	45	mediating	mediate	VERB
fbem-11469	176	46	variable	variable	NOUN
fbem-11469	176	47	.	.	PUNCT
fbem-11469	177	1	the	the	DET
fbem-11469	177	2	coefficients	coefficient	NOUN
fbem-11469	177	3	of	of	ADP
fbem-11469	177	4	digital	digital	ADJ
fbem-11469	177	5	economy	economy	NOUN
fbem-11469	177	6	development	development	NOUN
fbem-11469	177	7	and	and	CCONJ
fbem-11469	177	8	technology	technology	NOUN
fbem-11469	177	9	market	market	NOUN
fbem-11469	177	10	level	level	NOUN
fbem-11469	177	11	in	in	ADP
fbem-11469	177	12	the	the	DET
fbem-11469	177	13	second	second	ADJ
fbem-11469	177	14	column	column	NOUN
fbem-11469	177	15	of	of	ADP
fbem-11469	177	16	the	the	DET
fbem-11469	177	17	third	third	ADJ
fbem-11469	177	18	step	step	NOUN
fbem-11469	177	19	are	be	AUX
fbem-11469	177	20	both	both	PRON
fbem-11469	177	21	significantly	significantly	ADV
fbem-11469	177	22	positive	positive	ADJ
fbem-11469	177	23	,	,	PUNCT
fbem-11469	177	24	indicating	indicate	VERB
fbem-11469	177	25	that	that	SCONJ
fbem-11469	177	26	there	there	PRON
fbem-11469	177	27	is	be	VERB
fbem-11469	177	28	a	a	DET
fbem-11469	177	29	mediating	mediate	VERB
fbem-11469	177	30	effect	effect	NOUN
fbem-11469	177	31	with	with	ADP
fbem-11469	177	32	technological	technological	ADJ
fbem-11469	177	33	innovation	innovation	NOUN
fbem-11469	177	34	as	as	ADP
fbem-11469	177	35	an	an	DET
fbem-11469	177	36	intermediary	intermediary	ADJ
fbem-11469	177	37	variable	variable	NOUN
fbem-11469	177	38	in	in	ADP
fbem-11469	177	39	the	the	DET
fbem-11469	177	40	impact	impact	NOUN
fbem-11469	177	41	of	of	ADP
fbem-11469	177	42	digital	digital	ADJ
fbem-11469	177	43	economy	economy	NOUN
fbem-11469	177	44	on	on	ADP
fbem-11469	177	45	the	the	DET
fbem-11469	177	46	consumption	consumption	NOUN
fbem-11469	177	47	structure	structure	NOUN
fbem-11469	177	48	of	of	ADP
fbem-11469	177	49	residents	resident	NOUN
fbem-11469	177	50	.	.	PUNCT
fbem-11469	178	1	through	through	ADP
fbem-11469	178	2	the	the	DET
fbem-11469	178	3	test	test	NOUN
fbem-11469	178	4	results	result	NOUN
fbem-11469	178	5	of	of	ADP
fbem-11469	178	6	the	the	DET
fbem-11469	178	7	first	first	ADJ
fbem-11469	178	8	column	column	NOUN
fbem-11469	178	9	of	of	ADP
fbem-11469	178	10	the	the	DET
fbem-11469	178	11	third	third	ADJ
fbem-11469	178	12	step	step	NOUN
fbem-11469	178	13	in	in	ADP
fbem-11469	178	14	table	table	NOUN
fbem-11469	178	15	5	5	NUM
fbem-11469	178	16	and	and	CCONJ
fbem-11469	178	17	table	table	NOUN
fbem-11469	178	18	6	6	NUM
fbem-11469	178	19	,	,	PUNCT
fbem-11469	178	20	it	it	PRON
fbem-11469	178	21	can	can	AUX
fbem-11469	178	22	be	be	AUX
fbem-11469	178	23	seen	see	VERB
fbem-11469	178	24	that	that	SCONJ
fbem-11469	178	25	the	the	DET
fbem-11469	178	26	digital	digital	ADJ
fbem-11469	178	27	economy	economy	NOUN
fbem-11469	178	28	does	do	AUX
fbem-11469	178	29	not	not	PART
fbem-11469	178	30	have	have	VERB
fbem-11469	178	31	an	an	DET
fbem-11469	178	32	impact	impact	NOUN
fbem-11469	178	33	on	on	ADP
fbem-11469	178	34	the	the	DET
fbem-11469	178	35	level	level	NOUN
fbem-11469	178	36	of	of	ADP
fbem-11469	178	37	consumption	consumption	NOUN
fbem-11469	178	38	through	through	ADP
fbem-11469	178	39	technological	technological	ADJ
fbem-11469	178	40	innovation	innovation	NOUN
fbem-11469	178	41	,	,	PUNCT
fbem-11469	178	42	or	or	CCONJ
fbem-11469	178	43	the	the	DET
fbem-11469	178	44	role	role	NOUN
fbem-11469	178	45	of	of	ADP
fbem-11469	178	46	the	the	DET
fbem-11469	178	47	digital	digital	ADJ
fbem-11469	178	48	economy	economy	NOUN
fbem-11469	178	49	in	in	ADP
fbem-11469	178	50	promoting	promote	VERB
fbem-11469	178	51	the	the	DET
fbem-11469	178	52	level	level	NOUN
fbem-11469	178	53	of	of	ADP
fbem-11469	178	54	consumption	consumption	NOUN
fbem-11469	178	55	through	through	ADP
fbem-11469	178	56	technological	technological	ADJ
fbem-11469	178	57	innovation	innovation	NOUN
fbem-11469	178	58	is	be	AUX
fbem-11469	178	59	not	not	PART
fbem-11469	178	60	significant	significant	ADJ
fbem-11469	178	61	.	.	PUNCT
fbem-11469	179	1	from	from	ADP
fbem-11469	179	2	the	the	DET
fbem-11469	179	3	above	above	ADJ
fbem-11469	179	4	analysis	analysis	NOUN
fbem-11469	179	5	,	,	PUNCT
fbem-11469	179	6	it	it	PRON
fbem-11469	179	7	can	can	AUX
fbem-11469	179	8	be	be	AUX
fbem-11469	179	9	seen	see	VERB
fbem-11469	179	10	that	that	SCONJ
fbem-11469	179	11	technological	technological	ADJ
fbem-11469	179	12	innovation	innovation	NOUN
fbem-11469	179	13	is	be	AUX
fbem-11469	179	14	divided	divide	VERB
fbem-11469	179	15	into	into	ADP
fbem-11469	179	16	two	two	NUM
fbem-11469	179	17	kinds	kind	NOUN
fbem-11469	179	18	,	,	PUNCT
fbem-11469	179	19	product	product	NOUN
fbem-11469	179	20	innovation	innovation	NOUN
fbem-11469	179	21	and	and	CCONJ
fbem-11469	179	22	process	process	NOUN
fbem-11469	179	23	innovation	innovation	NOUN
fbem-11469	179	24	,	,	PUNCT
fbem-11469	179	25	and	and	CCONJ
fbem-11469	179	26	the	the	DET
fbem-11469	179	27	effects	effect	NOUN
fbem-11469	179	28	of	of	ADP
fbem-11469	179	29	both	both	PRON
fbem-11469	179	30	on	on	ADP
fbem-11469	179	31	the	the	DET
fbem-11469	179	32	level	level	NOUN
fbem-11469	179	33	of	of	ADP
fbem-11469	179	34	consumption	consumption	NOUN
fbem-11469	179	35	cancel	cancel	VERB
fbem-11469	179	36	each	each	DET
fbem-11469	179	37	other	other	ADJ
fbem-11469	179	38	out	out	ADP
fbem-11469	179	39	.	.	PUNCT
fbem-11469	180	1	product	product	NOUN
fbem-11469	180	2	innovation	innovation	NOUN
fbem-11469	180	3	creates	create	VERB
fbem-11469	180	4	new	new	ADJ
fbem-11469	180	5	products	product	NOUN
fbem-11469	180	6	,	,	PUNCT
fbem-11469	180	7	triggers	trigger	VERB
fbem-11469	180	8	new	new	ADJ
fbem-11469	180	9	demand	demand	NOUN
fbem-11469	180	10	and	and	CCONJ
fbem-11469	180	11	creates	create	VERB
fbem-11469	180	12	new	new	ADJ
fbem-11469	180	13	consumer	consumer	NOUN
fbem-11469	180	14	markets	market	NOUN
fbem-11469	180	15	.	.	PUNCT
fbem-11469	181	1	process	process	NOUN
fbem-11469	181	2	innovation	innovation	NOUN
fbem-11469	181	3	improves	improve	VERB
fbem-11469	181	4	the	the	DET
fbem-11469	181	5	productivity	productivity	NOUN
fbem-11469	181	6	of	of	ADP
fbem-11469	181	7	the	the	DET
fbem-11469	181	8	industry	industry	NOUN
fbem-11469	181	9	,	,	PUNCT
fbem-11469	181	10	which	which	PRON
fbem-11469	181	11	reduces	reduce	VERB
fbem-11469	181	12	total	total	ADJ
fbem-11469	181	13	employment	employment	NOUN
fbem-11469	181	14	and	and	CCONJ
fbem-11469	181	15	increases	increase	VERB
fbem-11469	181	16	unemployment	unemployment	NOUN
fbem-11469	181	17	,	,	PUNCT
fbem-11469	181	18	leading	lead	VERB
fbem-11469	181	19	to	to	ADP
fbem-11469	181	20	an	an	DET
fbem-11469	181	21	increase	increase	NOUN
fbem-11469	181	22	in	in	ADP
fbem-11469	181	23	the	the	DET
fbem-11469	181	24	number	number	NOUN
fbem-11469	181	25	of	of	ADP
fbem-11469	181	26	low	low	ADJ
fbem-11469	181	27	-	-	PUNCT
fbem-11469	181	28	income	income	NOUN
fbem-11469	181	29	groups	group	NOUN
fbem-11469	181	30	with	with	ADP
fbem-11469	181	31	low	low	ADJ
fbem-11469	181	32	marginal	marginal	ADJ
fbem-11469	181	33	consumption	consumption	NOUN
fbem-11469	181	34	rates	rate	NOUN
fbem-11469	181	35	.	.	PUNCT
fbem-11469	182	1	the	the	DET
fbem-11469	182	2	research	research	NOUN
fbem-11469	182	3	conclusion	conclusion	NOUN
fbem-11469	182	4	that	that	SCONJ
fbem-11469	182	5	these	these	DET
fbem-11469	182	6	two	two	NUM
fbem-11469	182	7	kinds	kind	NOUN
fbem-11469	182	8	of	of	ADP
fbem-11469	182	9	technological	technological	ADJ
fbem-11469	182	10	innovations	innovation	NOUN
fbem-11469	182	11	have	have	AUX
fbem-11469	182	12	offset	offset	VERB
fbem-11469	182	13	each	each	DET
fbem-11469	182	14	other	other	ADJ
fbem-11469	182	15	's	's	PART
fbem-11469	182	16	effect	effect	NOUN
fbem-11469	182	17	on	on	ADP
fbem-11469	182	18	residents	resident	NOUN
fbem-11469	182	19	'	'	PART
fbem-11469	182	20	consumption	consumption	NOUN
fbem-11469	182	21	is	be	AUX
fbem-11469	182	22	also	also	ADV
fbem-11469	182	23	confirmed	confirm	VERB
fbem-11469	182	24	by	by	ADP
fbem-11469	182	25	yuan	yuan	PROPN
fbem-11469	182	26	zhigang	zhigang	PROPN
fbem-11469	182	27	and	and	CCONJ
fbem-11469	182	28	zhu	zhu	PROPN
fbem-11469	182	29	guolin	guolin	PROPN
fbem-11469	182	30	(	(	PUNCT
fbem-11469	182	31	2001	2001	NUM
fbem-11469	182	32	)	)	PUNCT
fbem-11469	182	33	.	.	PUNCT
fbem-11469	183	1	therefore	therefore	ADV
fbem-11469	183	2	,	,	PUNCT
fbem-11469	183	3	based	base	VERB
fbem-11469	183	4	on	on	ADP
fbem-11469	183	5	the	the	DET
fbem-11469	183	6	above	above	ADJ
fbem-11469	183	7	analysis	analysis	NOUN
fbem-11469	183	8	it	it	PRON
fbem-11469	183	9	is	be	AUX
fbem-11469	183	10	concluded	conclude	VERB
fbem-11469	183	11	that	that	SCONJ
fbem-11469	183	12	hypothesis	hypothesis	NOUN
fbem-11469	183	13	three	three	NUM
fbem-11469	183	14	is	be	AUX
fbem-11469	183	15	valid	valid	ADJ
fbem-11469	183	16	.	.	PUNCT
fbem-11469	184	1	the	the	DET
fbem-11469	184	2	test	test	NOUN
fbem-11469	184	3	results	result	NOUN
fbem-11469	184	4	of	of	ADP
fbem-11469	184	5	the	the	DET
fbem-11469	184	6	second	second	ADJ
fbem-11469	184	7	column	column	NOUN
fbem-11469	184	8	of	of	ADP
fbem-11469	184	9	the	the	DET
fbem-11469	184	10	third	third	ADJ
fbem-11469	184	11	step	step	NOUN
fbem-11469	184	12	show	show	VERB
fbem-11469	184	13	that	that	SCONJ
fbem-11469	184	14	the	the	DET
fbem-11469	184	15	digital	digital	ADJ
fbem-11469	184	16	economy	economy	NOUN
fbem-11469	184	17	can	can	AUX
fbem-11469	184	18	significantly	significantly	ADV
fbem-11469	184	19	promote	promote	VERB
fbem-11469	184	20	the	the	DET
fbem-11469	184	21	optimization	optimization	NOUN
fbem-11469	184	22	of	of	ADP
fbem-11469	184	23	residents	resident	NOUN
fbem-11469	184	24	'	'	PART
fbem-11469	184	25	consumption	consumption	NOUN
fbem-11469	184	26	structure	structure	NOUN
fbem-11469	184	27	through	through	ADP
fbem-11469	184	28	technological	technological	ADJ
fbem-11469	184	29	innovation	innovation	NOUN
fbem-11469	184	30	.	.	PUNCT
fbem-11469	185	1	the	the	DET
fbem-11469	185	2	innovation	innovation	NOUN
fbem-11469	185	3	and	and	CCONJ
fbem-11469	185	4	development	development	NOUN
fbem-11469	185	5	of	of	ADP
fbem-11469	185	6	science	science	NOUN
fbem-11469	185	7	and	and	CCONJ
fbem-11469	185	8	technology	technology	NOUN
fbem-11469	185	9	has	have	AUX
fbem-11469	185	10	brought	bring	VERB
fbem-11469	185	11	about	about	ADP
fbem-11469	185	12	the	the	DET
fbem-11469	185	13	acceleration	acceleration	NOUN
fbem-11469	185	14	of	of	ADP
fbem-11469	185	15	the	the	DET
fbem-11469	185	16	commercialization	commercialization	NOUN
fbem-11469	185	17	process	process	NOUN
fbem-11469	185	18	of	of	ADP
fbem-11469	185	19	modern	modern	ADJ
fbem-11469	185	20	scientific	scientific	ADJ
fbem-11469	185	21	and	and	CCONJ
fbem-11469	185	22	technological	technological	ADJ
fbem-11469	185	23	achievements	achievement	NOUN
fbem-11469	185	24	and	and	CCONJ
fbem-11469	185	25	the	the	DET
fbem-11469	185	26	change	change	NOUN
fbem-11469	185	27	of	of	ADP
fbem-11469	185	28	industrial	industrial	ADJ
fbem-11469	185	29	structure	structure	NOUN
fbem-11469	185	30	,	,	PUNCT
fbem-11469	185	31	thus	thus	ADV
fbem-11469	185	32	accelerating	accelerate	VERB
fbem-11469	185	33	the	the	DET
fbem-11469	185	34	rate	rate	NOUN
fbem-11469	185	35	of	of	ADP
fbem-11469	185	36	product	product	NOUN
fbem-11469	185	37	renewal	renewal	NOUN
fbem-11469	185	38	and	and	CCONJ
fbem-11469	185	39	upgrading	upgrading	NOUN
fbem-11469	185	40	,	,	PUNCT
fbem-11469	185	41	improving	improve	VERB
fbem-11469	185	42	the	the	DET
fbem-11469	185	43	quality	quality	NOUN
fbem-11469	185	44	and	and	CCONJ
fbem-11469	185	45	technological	technological	ADJ
fbem-11469	185	46	content	content	NOUN
fbem-11469	185	47	of	of	ADP
fbem-11469	185	48	products	product	NOUN
fbem-11469	185	49	,	,	PUNCT
fbem-11469	185	50	and	and	CCONJ
fbem-11469	185	51	affecting	affect	VERB
fbem-11469	185	52	the	the	DET
fbem-11469	185	53	consumption	consumption	NOUN
fbem-11469	185	54	structure	structure	NOUN
fbem-11469	185	55	of	of	ADP
fbem-11469	185	56	residents	resident	NOUN
fbem-11469	185	57	from	from	ADP
fbem-11469	185	58	the	the	DET
fbem-11469	185	59	supply	supply	NOUN
fbem-11469	185	60	side	side	NOUN
fbem-11469	185	61	.	.	PUNCT
fbem-11469	186	1	secondly	secondly	ADV
fbem-11469	186	2	,	,	PUNCT
fbem-11469	186	3	scientific	scientific	ADJ
fbem-11469	186	4	and	and	CCONJ
fbem-11469	186	5	technological	technological	ADJ
fbem-11469	186	6	innovation	innovation	NOUN
fbem-11469	186	7	has	have	AUX
fbem-11469	186	8	improved	improve	VERB
fbem-11469	186	9	the	the	DET
fbem-11469	186	10	entire	entire	ADJ
fbem-11469	186	11	consumer	consumer	NOUN
fbem-11469	186	12	environment	environment	NOUN
fbem-11469	186	13	,	,	PUNCT
fbem-11469	186	14	product	product	NOUN
fbem-11469	186	15	quality	quality	NOUN
fbem-11469	186	16	has	have	AUX
fbem-11469	186	17	been	be	AUX
fbem-11469	186	18	improved	improve	VERB
fbem-11469	186	19	at	at	ADP
fbem-11469	186	20	the	the	DET
fbem-11469	186	21	same	same	ADJ
fbem-11469	186	22	time	time	NOUN
fbem-11469	186	23	reduce	reduce	VERB
fbem-11469	186	24	transaction	transaction	NOUN
fbem-11469	186	25	costs	cost	NOUN
fbem-11469	186	26	,	,	PUNCT
fbem-11469	186	27	prompting	prompt	VERB
fbem-11469	186	28	unprecedented	unprecedented	ADJ
fbem-11469	186	29	consumer	consumer	NOUN
fbem-11469	186	30	confidence	confidence	NOUN
fbem-11469	186	31	.	.	PUNCT
fbem-11469	187	1	after	after	SCONJ
fbem-11469	187	2	the	the	DET
fbem-11469	187	3	most	most	ADV
fbem-11469	187	4	basic	basic	ADJ
fbem-11469	187	5	subsistence	subsistence	NOUN
fbem-11469	187	6	consumption	consumption	NOUN
fbem-11469	187	7	needs	need	NOUN
fbem-11469	187	8	are	be	AUX
fbem-11469	187	9	satisfied	satisfied	ADJ
fbem-11469	187	10	,	,	PUNCT
fbem-11469	187	11	they	they	PRON
fbem-11469	187	12	begin	begin	VERB
fbem-11469	187	13	to	to	PART
fbem-11469	187	14	chase	chase	VERB
fbem-11469	187	15	the	the	DET
fbem-11469	187	16	consumption	consumption	NOUN
fbem-11469	187	17	in	in	ADP
fbem-11469	187	18	tourism	tourism	NOUN
fbem-11469	187	19	,	,	PUNCT
fbem-11469	187	20	fitness	fitness	NOUN
fbem-11469	187	21	,	,	PUNCT
fbem-11469	187	22	culture	culture	NOUN
fbem-11469	187	23	and	and	CCONJ
fbem-11469	187	24	health	health	NOUN
fbem-11469	187	25	,	,	PUNCT
fbem-11469	187	26	which	which	PRON
fbem-11469	187	27	brings	bring	VERB
fbem-11469	187	28	about	about	ADP
fbem-11469	187	29	the	the	DET
fbem-11469	187	30	improvement	improvement	NOUN
fbem-11469	187	31	of	of	ADP
fbem-11469	187	32	the	the	DET
fbem-11469	187	33	residents	resident	NOUN
fbem-11469	187	34	'	'	PART
fbem-11469	187	35	consumption	consumption	NOUN
fbem-11469	187	36	structure	structure	NOUN
fbem-11469	187	37	,	,	PUNCT
fbem-11469	187	38	and	and	CCONJ
fbem-11469	187	39	168	168	NUM
fbem-11469	187	40	hypothesis	hypothesis	NOUN
fbem-11469	187	41	four	four	NUM
fbem-11469	187	42	holds	hold	NOUN
fbem-11469	187	43	.	.	PUNCT
fbem-11469	188	1	table	table	NOUN
fbem-11469	188	2	5	5	NUM
fbem-11469	188	3	.	.	PUNCT
fbem-11469	188	4	intermediary	intermediary	ADJ
fbem-11469	188	5	effect	effect	NOUN
fbem-11469	188	6	test	test	NOUN
fbem-11469	188	7	explanatory	explanatory	ADJ
fbem-11469	188	8	variable	variable	NOUN
fbem-11469	188	9	(	(	PUNCT
fbem-11469	188	10	1	1	NUM
fbem-11469	188	11	)	)	PUNCT
fbem-11469	188	12	(	(	PUNCT
fbem-11469	188	13	2	2	NUM
fbem-11469	188	14	)	)	PUNCT
fbem-11469	188	15	(	(	PUNCT
fbem-11469	188	16	3	3	X
fbem-11469	188	17	)	)	PUNCT
fbem-11469	188	18	consume1	consume1	NOUN
fbem-11469	188	19	(	(	PUNCT
fbem-11469	188	20	fe	fe	NOUN
fbem-11469	188	21	)	)	PUNCT
fbem-11469	188	22	consume2	consume2	PROPN
fbem-11469	188	23	(	(	PUNCT
fbem-11469	188	24	fe	fe	NOUN
fbem-11469	188	25	)	)	PUNCT
fbem-11469	188	26	innovation	innovation	NOUN
fbem-11469	188	27	(	(	PUNCT
fbem-11469	188	28	fe	fe	NOUN
fbem-11469	188	29	)	)	PUNCT
fbem-11469	188	30	consume1	consume1	NOUN
fbem-11469	188	31	(	(	PUNCT
fbem-11469	188	32	fe	fe	NOUN
fbem-11469	188	33	)	)	PUNCT
fbem-11469	188	34	consume2	consume2	PROPN
fbem-11469	188	35	(	(	PUNCT
fbem-11469	188	36	fe	fe	NOUN
fbem-11469	188	37	)	)	PUNCT
fbem-11469	188	38	index	index	NOUN
fbem-11469	188	39	0.182	0.182	NOUN
fbem-11469	188	40	*	*	PUNCT
fbem-11469	188	41	*	*	PUNCT
fbem-11469	188	42	*	*	PUNCT
fbem-11469	188	43	(	(	PUNCT
fbem-11469	188	44	0.0324	0.0324	NUM
fbem-11469	188	45	)	)	PUNCT
fbem-11469	188	46	0.0920	0.0920	NUM
fbem-11469	188	47	*	*	PUNCT
fbem-11469	188	48	*	*	PUNCT
fbem-11469	188	49	*	*	PUNCT
fbem-11469	188	50	(	(	PUNCT
fbem-11469	188	51	0.0257	0.0257	NUM
fbem-11469	188	52	)	)	PUNCT
fbem-11469	188	53	1.330	1.330	NUM
fbem-11469	188	54	*	*	NOUN
fbem-11469	188	55	*	*	PUNCT
fbem-11469	188	56	(	(	PUNCT
fbem-11469	188	57	0.668	0.668	NUM
fbem-11469	188	58	)	)	PUNCT
fbem-11469	188	59	0.181	0.181	NUM
fbem-11469	188	60	*	*	PUNCT
fbem-11469	188	61	*	*	PUNCT
fbem-11469	188	62	*	*	PUNCT
fbem-11469	188	63	(	(	PUNCT
fbem-11469	188	64	0.0601	0.0601	NUM
fbem-11469	188	65	)	)	PUNCT
fbem-11469	188	66	0.0828	0.0828	NUM
fbem-11469	188	67	*	*	PUNCT
fbem-11469	188	68	*	*	PUNCT
fbem-11469	188	69	*	*	PUNCT
fbem-11469	188	70	(	(	PUNCT
fbem-11469	188	71	0.0255	0.0255	NUM
fbem-11469	188	72	)	)	PUNCT
fbem-11469	188	73	innovation	innovation	NOUN
fbem-11469	188	74	0.000781	0.000781	NUM
fbem-11469	188	75	(	(	PUNCT
fbem-11469	188	76	0.00538	0.00538	NUM
fbem-11469	188	77	)	)	PUNCT
fbem-11469	188	78	0.00192	0.00192	NUM
fbem-11469	188	79	*	*	PUNCT
fbem-11469	188	80	*	*	PUNCT
fbem-11469	188	81	*	*	PUNCT
fbem-11469	188	82	(	(	PUNCT
fbem-11469	188	83	0.000706	0.000706	NUM
fbem-11469	188	84	)	)	PUNCT
fbem-11469	188	85	lnincome	lnincome	NOUN
fbem-11469	188	86	0.561	0.561	NUM
fbem-11469	188	87	*	*	PUNCT
fbem-11469	188	88	*	*	PUNCT
fbem-11469	188	89	*	*	PUNCT
fbem-11469	188	90	(	(	PUNCT
fbem-11469	188	91	0.0576	0.0576	NUM
fbem-11469	188	92	)	)	PUNCT
fbem-11469	188	93	0.0832	0.0832	NUM
fbem-11469	188	94	*	*	PUNCT
fbem-11469	188	95	*	*	PUNCT
fbem-11469	188	96	(	(	PUNCT
fbem-11469	188	97	0.0359	0.0359	NUM
fbem-11469	188	98	)	)	PUNCT
fbem-11469	188	99	0.992	0.992	NUM
fbem-11469	188	100	(	(	PUNCT
fbem-11469	188	101	0.886	0.886	NUM
fbem-11469	188	102	)	)	PUNCT
fbem-11469	188	103	0.560	0.560	NUM
fbem-11469	188	104	*	*	PUNCT
fbem-11469	188	105	*	*	PUNCT
fbem-11469	188	106	*	*	PUNCT
fbem-11469	188	107	(	(	PUNCT
fbem-11469	188	108	0.0835	0.0835	NUM
fbem-11469	188	109	)	)	PUNCT
fbem-11469	188	110	0.0873	0.0873	NUM
fbem-11469	188	111	*	*	PUNCT
fbem-11469	188	112	*	*	PUNCT
fbem-11469	188	113	(	(	PUNCT
fbem-11469	188	114	0.0353	0.0353	NUM
fbem-11469	188	115	)	)	PUNCT
fbem-11469	188	116	ss	ss	ADP
fbem-11469	188	117	0.204	0.204	NUM
fbem-11469	188	118	(	(	PUNCT
fbem-11469	188	119	0.206	0.206	NUM
fbem-11469	188	120	)	)	PUNCT
fbem-11469	188	121	0.0458	0.0458	NUM
fbem-11469	188	122	(	(	PUNCT
fbem-11469	188	123	0.0752	0.0752	NUM
fbem-11469	188	124	)	)	PUNCT
fbem-11469	188	125	0.296	0.296	NUM
fbem-11469	188	126	(	(	PUNCT
fbem-11469	188	127	1.570	1.570	NUM
fbem-11469	188	128	)	)	PUNCT
fbem-11469	188	129	0.206	0.206	NUM
fbem-11469	188	130	(	(	PUNCT
fbem-11469	188	131	0.175	0.175	NUM
fbem-11469	188	132	)	)	PUNCT
fbem-11469	188	133	0.0678	0.0678	NUM
fbem-11469	188	134	(	(	PUNCT
fbem-11469	188	135	0.0743	0.0743	NUM
fbem-11469	188	136	)	)	PUNCT
fbem-11469	188	137	open	open	VERB
fbem-11469	188	138	0.0487	0.0487	NUM
fbem-11469	188	139	*	*	PUNCT
fbem-11469	188	140	*	*	PUNCT
fbem-11469	188	141	*	*	PUNCT
fbem-11469	188	142	(	(	PUNCT
fbem-11469	188	143	0.0172	0.0172	NUM
fbem-11469	188	144	)	)	PUNCT
fbem-11469	188	145	0.000199	0.000199	NUM
fbem-11469	188	146	(	(	PUNCT
fbem-11469	188	147	0.00696	0.00696	NUM
fbem-11469	188	148	)	)	PUNCT
fbem-11469	188	149	0.489	0.489	NUM
fbem-11469	188	150	*	*	PUNCT
fbem-11469	188	151	*	*	PUNCT
fbem-11469	188	152	*	*	PUNCT
fbem-11469	188	153	(	(	PUNCT
fbem-11469	188	154	0.146	0.146	NUM
fbem-11469	188	155	)	)	PUNCT
fbem-11469	188	156	0.0483	0.0483	NUM
fbem-11469	188	157	*	*	PUNCT
fbem-11469	188	158	*	*	PUNCT
fbem-11469	188	159	*	*	PUNCT
fbem-11469	188	160	(	(	PUNCT
fbem-11469	188	161	0.0165	0.0165	NUM
fbem-11469	188	162	)	)	PUNCT
fbem-11469	188	163	0.00561	0.00561	NUM
fbem-11469	188	164	(	(	PUNCT
fbem-11469	188	165	0.00712	0.00712	NUM
fbem-11469	188	166	)	)	PUNCT
fbem-11469	188	167	ur	ur	INTJ
fbem-11469	188	168	-0.0252	-0.0252	NOUN
fbem-11469	189	1	*	*	PUNCT
fbem-11469	189	2	*	*	PUNCT
fbem-11469	189	3	(	(	PUNCT
fbem-11469	189	4	0.0118	0.0118	NUM
fbem-11469	189	5	)	)	PUNCT
fbem-11469	189	6	-0.0113	-0.0113	PROPN
fbem-11469	189	7	*	*	PUNCT
fbem-11469	190	1	*	*	PUNCT
fbem-11469	190	2	*	*	PUNCT
fbem-11469	190	3	(	(	PUNCT
fbem-11469	190	4	0.00346	0.00346	NUM
fbem-11469	190	5	)	)	PUNCT
fbem-11469	190	6	0.0774	0.0774	NUM
fbem-11469	190	7	(	(	PUNCT
fbem-11469	190	8	0.109	0.109	NUM
fbem-11469	190	9	)	)	PUNCT
fbem-11469	190	10	-0.0252	-0.0252	NOUN
fbem-11469	191	1	*	*	PUNCT
fbem-11469	191	2	*	*	PUNCT
fbem-11469	191	3	*	*	PUNCT
fbem-11469	191	4	(	(	PUNCT
fbem-11469	191	5	0.00804	0.00804	NUM
fbem-11469	191	6	)	)	PUNCT
fbem-11469	191	7	-0.0120	-0.0120	NOUN
fbem-11469	192	1	*	*	PUNCT
fbem-11469	193	1	*	*	PUNCT
fbem-11469	193	2	*	*	PUNCT
fbem-11469	193	3	(	(	PUNCT
fbem-11469	193	4	0.00341	0.00341	NUM
fbem-11469	193	5	)	)	PUNCT
fbem-11469	193	6	constant	constant	ADJ
fbem-11469	193	7	term	term	NOUN
fbem-11469	193	8	2.707	2.707	NUM
fbem-11469	193	9	*	*	PUNCT
fbem-11469	193	10	*	*	PUNCT
fbem-11469	193	11	*	*	PUNCT
fbem-11469	193	12	(	(	PUNCT
fbem-11469	193	13	0.444	0.444	NUM
fbem-11469	193	14	)	)	PUNCT
fbem-11469	193	15	0.678	0.678	NUM
fbem-11469	193	16	*	*	PUNCT
fbem-11469	193	17	*	*	PUNCT
fbem-11469	193	18	*	*	PUNCT
fbem-11469	193	19	(	(	PUNCT
fbem-11469	193	20	0.209	0.209	NUM
fbem-11469	193	21	)	)	PUNCT
fbem-11469	193	22	-7.499	-7.499	ADP
fbem-11469	193	23	(	(	PUNCT
fbem-11469	193	24	5.178	5.178	NUM
fbem-11469	193	25	)	)	PUNCT
fbem-11469	193	26	2.714	2.714	NUM
fbem-11469	193	27	*	*	PUNCT
fbem-11469	193	28	*	*	PUNCT
fbem-11469	193	29	*	*	PUNCT
fbem-11469	193	30	(	(	PUNCT
fbem-11469	193	31	0.486	0.486	NUM
fbem-11469	193	32	)	)	PUNCT
fbem-11469	193	33	0.703	0.703	NUM
fbem-11469	193	34	*	*	PUNCT
fbem-11469	193	35	*	*	PUNCT
fbem-11469	193	36	*	*	PUNCT
fbem-11469	193	37	(	(	PUNCT
fbem-11469	193	38	0.205	0.205	NUM
fbem-11469	193	39	)	)	PUNCT
fbem-11469	193	40	r	r	NOUN
fbem-11469	193	41	0.9573	0.9573	NUM
fbem-11469	193	42	0.3216	0.3216	NUM
fbem-11469	193	43	0.5966	0.5966	NUM
fbem-11469	193	44	0.9573	0.9573	NUM
fbem-11469	193	45	0.3492	0.3492	NUM
fbem-11469	193	46	n	n	CCONJ
fbem-11469	193	47	210	210	NUM
fbem-11469	193	48	210	210	NUM
fbem-11469	193	49	210	210	NUM
fbem-11469	193	50	210	210	NUM
fbem-11469	193	51	210	210	NUM
fbem-11469	193	52	note	note	NOUN
fbem-11469	193	53	:	:	PUNCT
fbem-11469	193	54	same	same	ADJ
fbem-11469	193	55	as	as	ADP
fbem-11469	193	56	table	table	NOUN
fbem-11469	193	57	2	2	NUM
fbem-11469	193	58	.	.	PUNCT
fbem-11469	193	59	table	table	NOUN
fbem-11469	193	60	6	6	NUM
fbem-11469	193	61	.	.	PUNCT
fbem-11469	193	62	bootstrap	bootstrap	NOUN
fbem-11469	193	63	test	test	NOUN
fbem-11469	193	64	observed	observe	VERB
fbem-11469	193	65	coef	coef	PROPN
fbem-11469	193	66	.	.	PUNCT
fbem-11469	193	67	bootstrap	bootstrap	PROPN
fbem-11469	193	68	std	std	PROPN
fbem-11469	193	69	.	.	PUNCT
fbem-11469	194	1	err	err	PROPN
fbem-11469	194	2	.	.	PUNCT
fbem-11469	195	1	z	z	NOUN
fbem-11469	195	2	p>|z|	p>|z|	VERB
fbem-11469	195	3	normal	normal	ADJ
fbem-11469	195	4	-	-	PUNCT
fbem-11469	195	5	based	base	VERB
fbem-11469	195	6	[	[	NOUN
fbem-11469	195	7	95%conf.interval	95%conf.interval	X
fbem-11469	195	8	]	]	X
fbem-11469	195	9	_	_	PRON
fbem-11469	195	10	bs_1	bs_1	PROPN
fbem-11469	195	11	-0.0065	-0.0065	PROPN
fbem-11469	196	1	0.0091	0.0091	NUM
fbem-11469	196	2	-0.72	-0.72	NUM
fbem-11469	196	3	0.474	0.474	NUM
fbem-11469	196	4	-0.0243	-0.0243	NOUN
fbem-11469	196	5	0.0113	0.0113	NUM
fbem-11469	196	6	_	_	PUNCT
fbem-11469	197	1	bs_2	bs_2	NOUN
fbem-11469	197	2	0.0117	0.0117	NUM
fbem-11469	197	3	0.0327	0.0327	NUM
fbem-11469	197	4	0.36	0.36	NUM
fbem-11469	197	5	0.719	0.719	NUM
fbem-11469	197	6	-0.0523	-0.0523	NOUN
fbem-11469	197	7	0.076	0.076	NUM
fbem-11469	197	8	6	6	NUM
fbem-11469	197	9	.	.	PUNCT
fbem-11469	198	1	conclusions	conclusion	NOUN
fbem-11469	198	2	and	and	CCONJ
fbem-11469	198	3	policy	policy	NOUN
fbem-11469	198	4	recommendations	recommendation	NOUN
fbem-11469	198	5	6.1	6.1	NUM
fbem-11469	198	6	.	.	PUNCT
fbem-11469	198	7	basic	basic	ADJ
fbem-11469	198	8	conclusion	conclusion	NOUN
fbem-11469	198	9	this	this	DET
fbem-11469	198	10	paper	paper	NOUN
fbem-11469	198	11	combines	combine	VERB
fbem-11469	198	12	the	the	DET
fbem-11469	198	13	panel	panel	NOUN
fbem-11469	198	14	data	datum	NOUN
fbem-11469	198	15	of	of	ADP
fbem-11469	198	16	30	30	NUM
fbem-11469	198	17	provinces	province	NOUN
fbem-11469	198	18	(	(	PUNCT
fbem-11469	198	19	except	except	SCONJ
fbem-11469	198	20	tibet	tibet	PROPN
fbem-11469	198	21	)	)	PUNCT
fbem-11469	198	22	from	from	ADP
fbem-11469	198	23	2014	2014	NUM
fbem-11469	198	24	to	to	ADP
fbem-11469	198	25	2020	2020	NUM
fbem-11469	198	26	to	to	PART
fbem-11469	198	27	analyze	analyze	VERB
fbem-11469	198	28	the	the	DET
fbem-11469	198	29	impact	impact	NOUN
fbem-11469	198	30	of	of	ADP
fbem-11469	198	31	the	the	DET
fbem-11469	198	32	development	development	NOUN
fbem-11469	198	33	of	of	ADP
fbem-11469	198	34	the	the	DET
fbem-11469	198	35	digital	digital	ADJ
fbem-11469	198	36	economy	economy	NOUN
fbem-11469	198	37	on	on	ADP
fbem-11469	198	38	residents	resident	NOUN
fbem-11469	198	39	'	'	PART
fbem-11469	198	40	consumption	consumption	NOUN
fbem-11469	198	41	upgrading	upgrading	NOUN
fbem-11469	198	42	from	from	ADP
fbem-11469	198	43	the	the	DET
fbem-11469	198	44	dimensions	dimension	NOUN
fbem-11469	198	45	of	of	ADP
fbem-11469	198	46	upgrading	upgrade	VERB
fbem-11469	198	47	the	the	DET
fbem-11469	198	48	consumption	consumption	NOUN
fbem-11469	198	49	level	level	NOUN
fbem-11469	198	50	and	and	CCONJ
fbem-11469	198	51	optimizing	optimize	VERB
fbem-11469	198	52	the	the	DET
fbem-11469	198	53	consumption	consumption	NOUN
fbem-11469	198	54	structure	structure	NOUN
fbem-11469	198	55	,	,	PUNCT
fbem-11469	198	56	and	and	CCONJ
fbem-11469	198	57	conducts	conduct	VERB
fbem-11469	198	58	empirical	empirical	ADJ
fbem-11469	198	59	tests	test	NOUN
fbem-11469	198	60	and	and	CCONJ
fbem-11469	198	61	regional	regional	ADJ
fbem-11469	198	62	heterogeneity	heterogeneity	NOUN
fbem-11469	198	63	analysis	analysis	NOUN
fbem-11469	198	64	on	on	ADP
fbem-11469	198	65	the	the	DET
fbem-11469	198	66	effect	effect	NOUN
fbem-11469	198	67	of	of	ADP
fbem-11469	198	68	the	the	DET
fbem-11469	198	69	digital	digital	ADJ
fbem-11469	198	70	economy	economy	NOUN
fbem-11469	198	71	on	on	ADP
fbem-11469	198	72	the	the	DET
fbem-11469	198	73	promotion	promotion	NOUN
fbem-11469	198	74	of	of	ADP
fbem-11469	198	75	china	china	PROPN
fbem-11469	198	76	's	's	PART
fbem-11469	198	77	residents	resident	NOUN
fbem-11469	198	78	'	'	PART
fbem-11469	198	79	consumption	consumption	NOUN
fbem-11469	198	80	upgrading	upgrading	NOUN
fbem-11469	198	81	.	.	PUNCT
fbem-11469	199	1	secondly	secondly	ADV
fbem-11469	199	2	,	,	PUNCT
fbem-11469	199	3	the	the	DET
fbem-11469	199	4	mediation	mediation	NOUN
fbem-11469	199	5	effect	effect	NOUN
fbem-11469	199	6	model	model	NOUN
fbem-11469	199	7	is	be	AUX
fbem-11469	199	8	used	use	VERB
fbem-11469	199	9	to	to	PART
fbem-11469	199	10	explore	explore	VERB
fbem-11469	199	11	the	the	DET
fbem-11469	199	12	mechanism	mechanism	NOUN
fbem-11469	199	13	of	of	ADP
fbem-11469	199	14	the	the	DET
fbem-11469	199	15	digital	digital	ADJ
fbem-11469	199	16	economy	economy	NOUN
fbem-11469	199	17	to	to	PART
fbem-11469	199	18	promote	promote	VERB
fbem-11469	199	19	residents	resident	NOUN
fbem-11469	199	20	'	'	PART
fbem-11469	199	21	consumption	consumption	NOUN
fbem-11469	199	22	upgrading	upgrading	NOUN
fbem-11469	199	23	.	.	PUNCT
fbem-11469	200	1	the	the	DET
fbem-11469	200	2	empirical	empirical	ADJ
fbem-11469	200	3	results	result	NOUN
fbem-11469	200	4	show	show	VERB
fbem-11469	200	5	that	that	SCONJ
fbem-11469	200	6	,	,	PUNCT
fbem-11469	200	7	firstly	firstly	ADV
fbem-11469	200	8	,	,	PUNCT
fbem-11469	200	9	the	the	DET
fbem-11469	200	10	development	development	NOUN
fbem-11469	200	11	of	of	ADP
fbem-11469	200	12	digital	digital	ADJ
fbem-11469	200	13	economy	economy	NOUN
fbem-11469	200	14	has	have	VERB
fbem-11469	200	15	a	a	DET
fbem-11469	200	16	significant	significant	ADJ
fbem-11469	200	17	promoting	promote	VERB
fbem-11469	200	18	effect	effect	NOUN
fbem-11469	200	19	on	on	ADP
fbem-11469	200	20	both	both	CCONJ
fbem-11469	200	21	the	the	DET
fbem-11469	200	22	improvement	improvement	NOUN
fbem-11469	200	23	of	of	ADP
fbem-11469	200	24	residents	resident	NOUN
fbem-11469	200	25	'	'	PART
fbem-11469	200	26	consumption	consumption	NOUN
fbem-11469	200	27	level	level	NOUN
fbem-11469	200	28	and	and	CCONJ
fbem-11469	200	29	the	the	DET
fbem-11469	200	30	optimization	optimization	NOUN
fbem-11469	200	31	of	of	ADP
fbem-11469	200	32	consumption	consumption	NOUN
fbem-11469	200	33	structure	structure	NOUN
fbem-11469	200	34	.	.	PUNCT
fbem-11469	201	1	second	second	ADJ
fbem-11469	201	2	,	,	PUNCT
fbem-11469	201	3	from	from	ADP
fbem-11469	201	4	the	the	DET
fbem-11469	201	5	perspective	perspective	NOUN
fbem-11469	201	6	of	of	ADP
fbem-11469	201	7	regional	regional	ADJ
fbem-11469	201	8	differences	difference	NOUN
fbem-11469	201	9	,	,	PUNCT
fbem-11469	201	10	the	the	DET
fbem-11469	201	11	positive	positive	ADJ
fbem-11469	201	12	promotion	promotion	NOUN
fbem-11469	201	13	effect	effect	NOUN
fbem-11469	201	14	of	of	ADP
fbem-11469	201	15	digital	digital	ADJ
fbem-11469	201	16	economy	economy	NOUN
fbem-11469	201	17	development	development	NOUN
fbem-11469	201	18	on	on	ADP
fbem-11469	201	19	residents	resident	NOUN
fbem-11469	201	20	'	'	PART
fbem-11469	201	21	consumption	consumption	NOUN
fbem-11469	201	22	upgrading	upgrading	NOUN
fbem-11469	201	23	has	have	VERB
fbem-11469	201	24	significant	significant	ADJ
fbem-11469	201	25	regional	regional	ADJ
fbem-11469	201	26	differences	difference	NOUN
fbem-11469	201	27	.	.	PUNCT
fbem-11469	202	1	third	third	ADJ
fbem-11469	202	2	,	,	PUNCT
fbem-11469	202	3	from	from	ADP
fbem-11469	202	4	the	the	DET
fbem-11469	202	5	perspective	perspective	NOUN
fbem-11469	202	6	of	of	ADP
fbem-11469	202	7	mediating	mediate	VERB
fbem-11469	202	8	mechanism	mechanism	NOUN
fbem-11469	202	9	,	,	PUNCT
fbem-11469	202	10	digital	digital	ADJ
fbem-11469	202	11	economy	economy	NOUN
fbem-11469	202	12	can	can	AUX
fbem-11469	202	13	promote	promote	VERB
fbem-11469	202	14	the	the	DET
fbem-11469	202	15	optimization	optimization	NOUN
fbem-11469	202	16	of	of	ADP
fbem-11469	202	17	residents	resident	NOUN
fbem-11469	202	18	'	'	PART
fbem-11469	202	19	consumption	consumption	NOUN
fbem-11469	202	20	structure	structure	NOUN
fbem-11469	202	21	through	through	ADP
fbem-11469	202	22	the	the	DET
fbem-11469	202	23	channel	channel	NOUN
fbem-11469	202	24	of	of	ADP
fbem-11469	202	25	technological	technological	ADJ
fbem-11469	202	26	innovation	innovation	NOUN
fbem-11469	202	27	,	,	PUNCT
fbem-11469	202	28	but	but	CCONJ
fbem-11469	202	29	does	do	AUX
fbem-11469	202	30	not	not	PART
fbem-11469	202	31	have	have	VERB
fbem-11469	202	32	an	an	DET
fbem-11469	202	33	impact	impact	NOUN
fbem-11469	202	34	on	on	ADP
fbem-11469	202	35	the	the	DET
fbem-11469	202	36	consumption	consumption	NOUN
fbem-11469	202	37	level	level	NOUN
fbem-11469	202	38	through	through	ADP
fbem-11469	202	39	the	the	DET
fbem-11469	202	40	channel	channel	NOUN
fbem-11469	202	41	of	of	ADP
fbem-11469	202	42	technological	technological	ADJ
fbem-11469	202	43	innovation	innovation	NOUN
fbem-11469	202	44	.	.	PUNCT
fbem-11469	203	1	overall	overall	ADV
fbem-11469	203	2	,	,	PUNCT
fbem-11469	203	3	this	this	DET
fbem-11469	203	4	paper	paper	NOUN
fbem-11469	203	5	illustrates	illustrate	VERB
fbem-11469	203	6	from	from	ADP
fbem-11469	203	7	theory	theory	NOUN
fbem-11469	203	8	and	and	CCONJ
fbem-11469	203	9	empirical	empirical	ADJ
fbem-11469	203	10	evidence	evidence	NOUN
fbem-11469	203	11	that	that	SCONJ
fbem-11469	203	12	the	the	DET
fbem-11469	203	13	digital	digital	ADJ
fbem-11469	203	14	economy	economy	NOUN
fbem-11469	203	15	is	be	AUX
fbem-11469	203	16	an	an	DET
fbem-11469	203	17	important	important	ADJ
fbem-11469	203	18	engine	engine	NOUN
fbem-11469	203	19	to	to	PART
fbem-11469	203	20	promote	promote	VERB
fbem-11469	203	21	the	the	DET
fbem-11469	203	22	enhancement	enhancement	NOUN
fbem-11469	203	23	of	of	ADP
fbem-11469	203	24	the	the	DET
fbem-11469	203	25	consumption	consumption	NOUN
fbem-11469	203	26	level	level	NOUN
fbem-11469	203	27	and	and	CCONJ
fbem-11469	203	28	optimization	optimization	NOUN
fbem-11469	203	29	of	of	ADP
fbem-11469	203	30	the	the	DET
fbem-11469	203	31	consumption	consumption	NOUN
fbem-11469	203	32	structure	structure	NOUN
fbem-11469	203	33	of	of	ADP
fbem-11469	203	34	residents	resident	NOUN
fbem-11469	203	35	,	,	PUNCT
fbem-11469	203	36	and	and	CCONJ
fbem-11469	203	37	the	the	DET
fbem-11469	203	38	digital	digital	ADJ
fbem-11469	203	39	economy	economy	NOUN
fbem-11469	203	40	promotes	promote	VERB
fbem-11469	203	41	the	the	DET
fbem-11469	203	42	optimization	optimization	NOUN
fbem-11469	203	43	of	of	ADP
fbem-11469	203	44	the	the	DET
fbem-11469	203	45	consumption	consumption	NOUN
fbem-11469	203	46	structure	structure	NOUN
fbem-11469	203	47	of	of	ADP
fbem-11469	203	48	residents	resident	NOUN
fbem-11469	203	49	through	through	ADP
fbem-11469	203	50	technological	technological	ADJ
fbem-11469	203	51	innovation	innovation	NOUN
fbem-11469	203	52	.	.	PUNCT
fbem-11469	204	1	especially	especially	ADV
fbem-11469	204	2	in	in	ADP
fbem-11469	204	3	the	the	DET
fbem-11469	204	4	special	special	ADJ
fbem-11469	204	5	period	period	NOUN
fbem-11469	204	6	of	of	ADP
fbem-11469	204	7	epidemic	epidemic	NOUN
fbem-11469	204	8	prevention	prevention	NOUN
fbem-11469	204	9	and	and	CCONJ
fbem-11469	204	10	control	control	NOUN
fbem-11469	204	11	,	,	PUNCT
fbem-11469	204	12	digital	digital	ADJ
fbem-11469	204	13	economy	economy	NOUN
fbem-11469	204	14	effectively	effectively	ADV
fbem-11469	204	15	hedges	hedge	VERB
fbem-11469	204	16	the	the	DET
fbem-11469	204	17	pressure	pressure	NOUN
fbem-11469	204	18	of	of	ADP
fbem-11469	204	19	economic	economic	ADJ
fbem-11469	204	20	downturn	downturn	NOUN
fbem-11469	204	21	and	and	CCONJ
fbem-11469	204	22	shows	show	VERB
fbem-11469	204	23	the	the	DET
fbem-11469	204	24	advantages	advantage	NOUN
fbem-11469	204	25	of	of	ADP
fbem-11469	204	26	digital	digital	ADJ
fbem-11469	204	27	economy	economy	NOUN
fbem-11469	204	28	.	.	PUNCT
fbem-11469	205	1	based	base	VERB
fbem-11469	205	2	on	on	ADP
fbem-11469	205	3	the	the	DET
fbem-11469	205	4	above	above	ADJ
fbem-11469	205	5	research	research	NOUN
fbem-11469	205	6	conclusions	conclusion	NOUN
fbem-11469	205	7	,	,	PUNCT
fbem-11469	205	8	the	the	DET
fbem-11469	205	9	following	follow	VERB
fbem-11469	205	10	policy	policy	NOUN
fbem-11469	205	11	recommendations	recommendation	NOUN
fbem-11469	205	12	are	be	AUX
fbem-11469	205	13	drawn	draw	VERB
fbem-11469	205	14	.	.	PUNCT
fbem-11469	206	1	6.2	6.2	NUM
fbem-11469	206	2	.	.	PUNCT
fbem-11469	207	1	policy	policy	NOUN
fbem-11469	207	2	recommendations	recommendation	NOUN
fbem-11469	207	3	first	first	ADV
fbem-11469	207	4	,	,	PUNCT
fbem-11469	207	5	promote	promote	VERB
fbem-11469	207	6	the	the	DET
fbem-11469	207	7	quality	quality	NOUN
fbem-11469	207	8	and	and	CCONJ
fbem-11469	207	9	upgrading	upgrading	NOUN
fbem-11469	207	10	of	of	ADP
fbem-11469	207	11	consumption	consumption	NOUN
fbem-11469	207	12	in	in	ADP
fbem-11469	207	13	the	the	DET
fbem-11469	207	14	digital	digital	ADJ
fbem-11469	207	15	field	field	NOUN
fbem-11469	207	16	.	.	PUNCT
fbem-11469	208	1	the	the	DET
fbem-11469	208	2	digital	digital	ADJ
fbem-11469	208	3	economy	economy	NOUN
fbem-11469	208	4	plays	play	VERB
fbem-11469	208	5	an	an	DET
fbem-11469	208	6	increasingly	increasingly	ADV
fbem-11469	208	7	important	important	ADJ
fbem-11469	208	8	role	role	NOUN
fbem-11469	208	9	in	in	ADP
fbem-11469	208	10	releasing	release	VERB
fbem-11469	208	11	consumption	consumption	NOUN
fbem-11469	208	12	vitality	vitality	NOUN
fbem-11469	208	13	,	,	PUNCT
fbem-11469	208	14	promoting	promote	VERB
fbem-11469	208	15	consumption	consumption	NOUN
fbem-11469	208	16	upgrading	upgrading	NOUN
fbem-11469	208	17	,	,	PUNCT
fbem-11469	208	18	and	and	CCONJ
fbem-11469	208	19	innovating	innovate	VERB
fbem-11469	208	20	consumption	consumption	NOUN
fbem-11469	208	21	patterns	pattern	NOUN
fbem-11469	208	22	.	.	PUNCT
fbem-11469	209	1	in	in	ADP
fbem-11469	209	2	the	the	DET
fbem-11469	209	3	future	future	ADJ
fbem-11469	209	4	state	state	NOUN
fbem-11469	209	5	of	of	ADP
fbem-11469	209	6	epidemic	epidemic	NOUN
fbem-11469	209	7	prevention	prevention	NOUN
fbem-11469	209	8	and	and	CCONJ
fbem-11469	209	9	control	control	PROPN
fbem-11469	209	10	normalization	normalization	NOUN
fbem-11469	209	11	,	,	PUNCT
fbem-11469	209	12	the	the	DET
fbem-11469	209	13	government	government	NOUN
fbem-11469	209	14	should	should	AUX
fbem-11469	209	15	more	more	ADV
fbem-11469	209	16	intensify	intensify	VERB
fbem-11469	209	17	the	the	DET
fbem-11469	209	18	development	development	NOUN
fbem-11469	209	19	of	of	ADP
fbem-11469	209	20	the	the	DET
fbem-11469	209	21	digital	digital	ADJ
fbem-11469	209	22	economy	economy	NOUN
fbem-11469	209	23	,	,	PUNCT
fbem-11469	209	24	deepen	deepen	VERB
fbem-11469	209	25	and	and	CCONJ
fbem-11469	209	26	rely	rely	VERB
fbem-11469	209	27	on	on	ADP
fbem-11469	209	28	the	the	DET
fbem-11469	209	29	digital	digital	ADJ
fbem-11469	209	30	economy	economy	NOUN
fbem-11469	209	31	to	to	PART
fbem-11469	209	32	drive	drive	VERB
fbem-11469	209	33	the	the	DET
fbem-11469	209	34	continuous	continuous	ADJ
fbem-11469	209	35	growth	growth	NOUN
fbem-11469	209	36	of	of	ADP
fbem-11469	209	37	residents	resident	NOUN
fbem-11469	209	38	'	'	PART
fbem-11469	209	39	consumption	consumption	NOUN
fbem-11469	209	40	.	.	PUNCT
fbem-11469	210	1	as	as	ADP
fbem-11469	210	2	a	a	DET
fbem-11469	210	3	new	new	ADJ
fbem-11469	210	4	engine	engine	NOUN
fbem-11469	210	5	of	of	ADP
fbem-11469	210	6	china	china	PROPN
fbem-11469	210	7	's	's	PART
fbem-11469	210	8	economic	economic	ADJ
fbem-11469	210	9	growth	growth	NOUN
fbem-11469	210	10	,	,	PUNCT
fbem-11469	210	11	the	the	DET
fbem-11469	210	12	digital	digital	ADJ
fbem-11469	210	13	economy	economy	NOUN
fbem-11469	210	14	industry	industry	NOUN
fbem-11469	210	15	has	have	AUX
fbem-11469	210	16	brought	bring	VERB
fbem-11469	210	17	new	new	ADJ
fbem-11469	210	18	economic	economic	ADJ
fbem-11469	210	19	growth	growth	NOUN
fbem-11469	210	20	points	point	NOUN
fbem-11469	210	21	and	and	CCONJ
fbem-11469	210	22	effectively	effectively	ADV
fbem-11469	210	23	resisted	resist	VERB
fbem-11469	210	24	the	the	DET
fbem-11469	210	25	negative	negative	ADJ
fbem-11469	210	26	effects	effect	NOUN
fbem-11469	210	27	caused	cause	VERB
fbem-11469	210	28	by	by	ADP
fbem-11469	210	29	the	the	DET
fbem-11469	210	30	new	new	ADJ
fbem-11469	210	31	crown	crown	NOUN
fbem-11469	210	32	epidemic	epidemic	NOUN
fbem-11469	210	33	.	.	PUNCT
fbem-11469	211	1	the	the	DET
fbem-11469	211	2	combination	combination	NOUN
fbem-11469	211	3	of	of	ADP
fbem-11469	211	4	digital	digital	ADJ
fbem-11469	211	5	technology	technology	NOUN
fbem-11469	211	6	and	and	CCONJ
fbem-11469	211	7	traditional	traditional	ADJ
fbem-11469	211	8	enterprises	enterprise	NOUN
fbem-11469	211	9	has	have	AUX
fbem-11469	211	10	led	lead	VERB
fbem-11469	211	11	to	to	ADP
fbem-11469	211	12	the	the	DET
fbem-11469	211	13	transformation	transformation	NOUN
fbem-11469	211	14	and	and	CCONJ
fbem-11469	211	15	upgrading	upgrading	NOUN
fbem-11469	211	16	of	of	ADP
fbem-11469	211	17	traditional	traditional	ADJ
fbem-11469	211	18	enterprises	enterprise	NOUN
fbem-11469	211	19	as	as	ADV
fbem-11469	211	20	well	well	ADV
fbem-11469	211	21	as	as	ADP
fbem-11469	211	22	a	a	DET
fbem-11469	211	23	series	series	NOUN
fbem-11469	211	24	of	of	ADP
fbem-11469	211	25	booming	booming	ADJ
fbem-11469	211	26	new	new	ADJ
fbem-11469	211	27	industries	industry	NOUN
fbem-11469	211	28	.	.	PUNCT
fbem-11469	212	1	however	however	ADV
fbem-11469	212	2	,	,	PUNCT
fbem-11469	212	3	the	the	DET
fbem-11469	212	4	development	development	NOUN
fbem-11469	212	5	of	of	ADP
fbem-11469	212	6	the	the	DET
fbem-11469	212	7	digital	digital	ADJ
fbem-11469	212	8	economy	economy	NOUN
fbem-11469	212	9	still	still	ADV
fbem-11469	212	10	needs	need	VERB
fbem-11469	212	11	to	to	PART
fbem-11469	212	12	rely	rely	VERB
fbem-11469	212	13	on	on	ADP
fbem-11469	212	14	government	government	NOUN
fbem-11469	212	15	support	support	NOUN
fbem-11469	212	16	and	and	CCONJ
fbem-11469	212	17	social	social	ADJ
fbem-11469	212	18	and	and	CCONJ
fbem-11469	212	19	business	business	NOUN
fbem-11469	212	20	cooperation	cooperation	NOUN
fbem-11469	212	21	,	,	PUNCT
fbem-11469	212	22	in	in	ADP
fbem-11469	212	23	order	order	NOUN
fbem-11469	212	24	to	to	PART
fbem-11469	212	25	give	give	VERB
fbem-11469	212	26	full	full	ADJ
fbem-11469	212	27	play	play	NOUN
fbem-11469	212	28	to	to	ADP
fbem-11469	212	29	the	the	DET
fbem-11469	212	30	unique	unique	ADJ
fbem-11469	212	31	advantages	advantage	NOUN
fbem-11469	212	32	of	of	ADP
fbem-11469	212	33	the	the	DET
fbem-11469	212	34	digital	digital	ADJ
fbem-11469	212	35	economy	economy	NOUN
fbem-11469	212	36	,	,	PUNCT
fbem-11469	212	37	alleviate	alleviate	VERB
fbem-11469	212	38	the	the	DET
fbem-11469	212	39	pressure	pressure	NOUN
fbem-11469	212	40	of	of	ADP
fbem-11469	212	41	the	the	DET
fbem-11469	212	42	economic	economic	ADJ
fbem-11469	212	43	downturn	downturn	NOUN
fbem-11469	212	44	,	,	PUNCT
fbem-11469	212	45	so	so	SCONJ
fbem-11469	212	46	that	that	SCONJ
fbem-11469	212	47	the	the	DET
fbem-11469	212	48	overall	overall	ADJ
fbem-11469	212	49	level	level	NOUN
fbem-11469	212	50	of	of	ADP
fbem-11469	212	51	social	social	ADJ
fbem-11469	212	52	consumption	consumption	NOUN
fbem-11469	212	53	can	can	AUX
fbem-11469	212	54	be	be	AUX
fbem-11469	212	55	ensured	ensure	VERB
fbem-11469	212	56	,	,	PUNCT
fbem-11469	212	57	and	and	CCONJ
fbem-11469	212	58	promote	promote	VERB
fbem-11469	212	59	economic	economic	ADJ
fbem-11469	212	60	recovery	recovery	NOUN
fbem-11469	212	61	.	.	PUNCT
fbem-11469	213	1	second	second	ADJ
fbem-11469	213	2	,	,	PUNCT
fbem-11469	213	3	from	from	ADP
fbem-11469	213	4	china	china	PROPN
fbem-11469	213	5	's	's	PART
fbem-11469	213	6	actual	actual	ADJ
fbem-11469	213	7	national	national	ADJ
fbem-11469	213	8	conditions	condition	NOUN
fbem-11469	213	9	,	,	PUNCT
fbem-11469	213	10	increase	increase	VERB
fbem-11469	213	11	support	support	NOUN
fbem-11469	213	12	for	for	ADP
fbem-11469	213	13	the	the	DET
fbem-11469	213	14	development	development	NOUN
fbem-11469	213	15	of	of	ADP
fbem-11469	213	16	central	central	ADJ
fbem-11469	213	17	and	and	CCONJ
fbem-11469	213	18	western	western	ADJ
fbem-11469	213	19	regions	region	NOUN
fbem-11469	213	20	,	,	PUNCT
fbem-11469	213	21	balancing	balance	VERB
fbem-11469	213	22	the	the	DET
fbem-11469	213	23	digital	digital	ADJ
fbem-11469	213	24	economy	economy	NOUN
fbem-11469	213	25	development	development	NOUN
fbem-11469	213	26	gap	gap	NOUN
fbem-11469	213	27	between	between	ADP
fbem-11469	213	28	regions	region	NOUN
fbem-11469	213	29	.	.	PUNCT
fbem-11469	214	1	in	in	ADP
fbem-11469	214	2	recent	recent	ADJ
fbem-11469	214	3	years	year	NOUN
fbem-11469	214	4	,	,	PUNCT
fbem-11469	214	5	with	with	ADP
fbem-11469	214	6	the	the	DET
fbem-11469	214	7	rapid	rapid	ADJ
fbem-11469	214	8	development	development	NOUN
fbem-11469	214	9	of	of	ADP
fbem-11469	214	10	china	china	PROPN
fbem-11469	214	11	's	's	PART
fbem-11469	214	12	digital	digital	ADJ
fbem-11469	214	13	economy	economy	NOUN
fbem-11469	214	14	,	,	PUNCT
fbem-11469	214	15	the	the	DET
fbem-11469	214	16	imbalance	imbalance	NOUN
fbem-11469	214	17	in	in	ADP
fbem-11469	214	18	the	the	DET
fbem-11469	214	19	development	development	NOUN
fbem-11469	214	20	of	of	ADP
fbem-11469	214	21	the	the	DET
fbem-11469	214	22	scale	scale	NOUN
fbem-11469	214	23	of	of	ADP
fbem-11469	214	24	the	the	DET
fbem-11469	214	25	digital	digital	ADJ
fbem-11469	214	26	economy	economy	NOUN
fbem-11469	214	27	between	between	ADP
fbem-11469	214	28	regions	region	NOUN
fbem-11469	214	29	has	have	AUX
fbem-11469	214	30	become	become	VERB
fbem-11469	214	31	increasingly	increasingly	ADV
fbem-11469	214	32	prominent	prominent	ADJ
fbem-11469	214	33	.	.	PUNCT
fbem-11469	215	1	the	the	DET
fbem-11469	215	2	eastern	eastern	ADJ
fbem-11469	215	3	region	region	NOUN
fbem-11469	215	4	is	be	AUX
fbem-11469	215	5	more	more	ADV
fbem-11469	215	6	developed	developed	ADJ
fbem-11469	215	7	,	,	PUNCT
fbem-11469	215	8	169	169	NUM
fbem-11469	215	9	the	the	DET
fbem-11469	215	10	digital	digital	ADJ
fbem-11469	215	11	infrastructure	infrastructure	NOUN
fbem-11469	215	12	is	be	AUX
fbem-11469	215	13	perfect	perfect	ADJ
fbem-11469	215	14	,	,	PUNCT
fbem-11469	215	15	and	and	CCONJ
fbem-11469	215	16	the	the	DET
fbem-11469	215	17	degree	degree	NOUN
fbem-11469	215	18	of	of	ADP
fbem-11469	215	19	digitization	digitization	NOUN
fbem-11469	215	20	is	be	AUX
fbem-11469	215	21	significantly	significantly	ADV
fbem-11469	215	22	higher	high	ADJ
fbem-11469	215	23	than	than	ADP
fbem-11469	215	24	that	that	PRON
fbem-11469	215	25	of	of	ADP
fbem-11469	215	26	the	the	DET
fbem-11469	215	27	central	central	ADJ
fbem-11469	215	28	and	and	CCONJ
fbem-11469	215	29	western	western	ADJ
fbem-11469	215	30	regions	region	NOUN
fbem-11469	215	31	.	.	PUNCT
fbem-11469	216	1	in	in	ADP
fbem-11469	216	2	order	order	NOUN
fbem-11469	216	3	to	to	PART
fbem-11469	216	4	promote	promote	VERB
fbem-11469	216	5	the	the	DET
fbem-11469	216	6	construction	construction	NOUN
fbem-11469	216	7	of	of	ADP
fbem-11469	216	8	digital	digital	ADJ
fbem-11469	216	9	infrastructure	infrastructure	NOUN
fbem-11469	216	10	in	in	ADP
fbem-11469	216	11	the	the	DET
fbem-11469	216	12	central	central	ADJ
fbem-11469	216	13	and	and	CCONJ
fbem-11469	216	14	western	western	ADJ
fbem-11469	216	15	regions	region	NOUN
fbem-11469	216	16	and	and	CCONJ
fbem-11469	216	17	coordinate	coordinate	VERB
fbem-11469	216	18	the	the	DET
fbem-11469	216	19	coordinated	coordinated	ADJ
fbem-11469	216	20	development	development	NOUN
fbem-11469	216	21	of	of	ADP
fbem-11469	216	22	the	the	DET
fbem-11469	216	23	eastern	eastern	ADJ
fbem-11469	216	24	,	,	PUNCT
fbem-11469	216	25	central	central	ADJ
fbem-11469	216	26	and	and	CCONJ
fbem-11469	216	27	western	western	ADJ
fbem-11469	216	28	regions	region	NOUN
fbem-11469	216	29	,	,	PUNCT
fbem-11469	216	30	the	the	DET
fbem-11469	216	31	government	government	NOUN
fbem-11469	216	32	,	,	PUNCT
fbem-11469	216	33	as	as	ADP
fbem-11469	216	34	the	the	DET
fbem-11469	216	35	coordinator	coordinator	NOUN
fbem-11469	216	36	of	of	ADP
fbem-11469	216	37	the	the	DET
fbem-11469	216	38	development	development	NOUN
fbem-11469	216	39	of	of	ADP
fbem-11469	216	40	the	the	DET
fbem-11469	216	41	digital	digital	ADJ
fbem-11469	216	42	economy	economy	NOUN
fbem-11469	216	43	,	,	PUNCT
fbem-11469	216	44	should	should	AUX
fbem-11469	216	45	improve	improve	VERB
fbem-11469	216	46	the	the	DET
fbem-11469	216	47	incentive	incentive	NOUN
fbem-11469	216	48	system	system	NOUN
fbem-11469	216	49	for	for	ADP
fbem-11469	216	50	digital	digital	ADJ
fbem-11469	216	51	technology	technology	NOUN
fbem-11469	216	52	innovation	innovation	NOUN
fbem-11469	216	53	,	,	PUNCT
fbem-11469	216	54	combined	combine	VERB
fbem-11469	216	55	with	with	ADP
fbem-11469	216	56	the	the	DET
fbem-11469	216	57	law	law	NOUN
fbem-11469	216	58	of	of	ADP
fbem-11469	216	59	development	development	NOUN
fbem-11469	216	60	of	of	ADP
fbem-11469	216	61	each	each	DET
fbem-11469	216	62	region	region	NOUN
fbem-11469	216	63	,	,	PUNCT
fbem-11469	216	64	to	to	PART
fbem-11469	216	65	better	well	ADV
fbem-11469	216	66	help	help	VERB
fbem-11469	216	67	the	the	DET
fbem-11469	216	68	coordinated	coordinated	ADJ
fbem-11469	216	69	development	development	NOUN
fbem-11469	216	70	of	of	ADP
fbem-11469	216	71	the	the	DET
fbem-11469	216	72	national	national	ADJ
fbem-11469	216	73	digital	digital	ADJ
fbem-11469	216	74	economy	economy	NOUN
fbem-11469	216	75	.	.	PUNCT
fbem-11469	217	1	third	third	ADV
fbem-11469	217	2	,	,	PUNCT
fbem-11469	217	3	improve	improve	VERB
fbem-11469	217	4	the	the	DET
fbem-11469	217	5	incentive	incentive	NOUN
fbem-11469	217	6	system	system	NOUN
fbem-11469	217	7	for	for	ADP
fbem-11469	217	8	digital	digital	ADJ
fbem-11469	217	9	technological	technological	ADJ
fbem-11469	217	10	innovation	innovation	NOUN
fbem-11469	217	11	to	to	PART
fbem-11469	217	12	optimize	optimize	VERB
fbem-11469	217	13	the	the	DET
fbem-11469	217	14	consumption	consumption	NOUN
fbem-11469	217	15	structure	structure	NOUN
fbem-11469	217	16	of	of	ADP
fbem-11469	217	17	residents	resident	NOUN
fbem-11469	217	18	.	.	PUNCT
fbem-11469	218	1	technological	technological	ADJ
fbem-11469	218	2	innovation	innovation	NOUN
fbem-11469	218	3	is	be	AUX
fbem-11469	218	4	an	an	DET
fbem-11469	218	5	effective	effective	ADJ
fbem-11469	218	6	conduction	conduction	NOUN
fbem-11469	218	7	path	path	NOUN
fbem-11469	218	8	for	for	SCONJ
fbem-11469	218	9	the	the	DET
fbem-11469	218	10	digital	digital	ADJ
fbem-11469	218	11	economy	economy	NOUN
fbem-11469	218	12	to	to	PART
fbem-11469	218	13	optimize	optimize	VERB
fbem-11469	218	14	residents	resident	NOUN
fbem-11469	218	15	'	'	PART
fbem-11469	218	16	consumption	consumption	NOUN
fbem-11469	218	17	structure	structure	NOUN
fbem-11469	218	18	.	.	PUNCT
fbem-11469	219	1	therefore	therefore	ADV
fbem-11469	219	2	,	,	PUNCT
fbem-11469	219	3	in	in	ADP
fbem-11469	219	4	the	the	DET
fbem-11469	219	5	everchanging	everchanging	NOUN
fbem-11469	219	6	information	information	NOUN
fbem-11469	219	7	age	age	NOUN
fbem-11469	219	8	,	,	PUNCT
fbem-11469	219	9	our	our	PRON
fbem-11469	219	10	government	government	NOUN
fbem-11469	219	11	should	should	AUX
fbem-11469	219	12	strive	strive	VERB
fbem-11469	219	13	to	to	PART
fbem-11469	219	14	improve	improve	VERB
fbem-11469	219	15	the	the	DET
fbem-11469	219	16	incentive	incentive	NOUN
fbem-11469	219	17	mechanism	mechanism	NOUN
fbem-11469	219	18	for	for	ADP
fbem-11469	219	19	digital	digital	ADJ
fbem-11469	219	20	technology	technology	NOUN
fbem-11469	219	21	innovation	innovation	NOUN
fbem-11469	219	22	,	,	PUNCT
fbem-11469	219	23	encourage	encourage	VERB
fbem-11469	219	24	the	the	DET
fbem-11469	219	25	development	development	NOUN
fbem-11469	219	26	of	of	ADP
fbem-11469	219	27	new	new	ADJ
fbem-11469	219	28	digital	digital	ADJ
fbem-11469	219	29	industries	industry	NOUN
fbem-11469	219	30	,	,	PUNCT
fbem-11469	219	31	and	and	CCONJ
fbem-11469	219	32	strengthen	strengthen	VERB
fbem-11469	219	33	the	the	DET
fbem-11469	219	34	integration	integration	NOUN
fbem-11469	219	35	and	and	CCONJ
fbem-11469	219	36	innovation	innovation	NOUN
fbem-11469	219	37	of	of	ADP
fbem-11469	219	38	digital	digital	ADJ
fbem-11469	219	39	technology	technology	NOUN
fbem-11469	219	40	and	and	CCONJ
fbem-11469	219	41	related	related	ADJ
fbem-11469	219	42	manufacturing	manufacturing	NOUN
fbem-11469	219	43	fields	field	NOUN
fbem-11469	219	44	.	.	PUNCT
fbem-11469	220	1	on	on	ADP
fbem-11469	220	2	the	the	DET
fbem-11469	220	3	one	one	NUM
fbem-11469	220	4	hand	hand	NOUN
fbem-11469	220	5	,	,	PUNCT
fbem-11469	220	6	we	we	PRON
fbem-11469	220	7	should	should	AUX
fbem-11469	220	8	optimize	optimize	VERB
fbem-11469	220	9	the	the	DET
fbem-11469	220	10	layout	layout	NOUN
fbem-11469	220	11	of	of	ADP
fbem-11469	220	12	technological	technological	ADJ
fbem-11469	220	13	innovation	innovation	NOUN
fbem-11469	220	14	and	and	CCONJ
fbem-11469	220	15	key	key	ADJ
fbem-11469	220	16	capacity	capacity	NOUN
fbem-11469	220	17	innovation	innovation	NOUN
fbem-11469	220	18	and	and	CCONJ
fbem-11469	220	19	enhancement	enhancement	NOUN
fbem-11469	220	20	;	;	PUNCT
fbem-11469	220	21	on	on	ADP
fbem-11469	220	22	the	the	DET
fbem-11469	220	23	other	other	ADJ
fbem-11469	220	24	hand	hand	NOUN
fbem-11469	220	25	,	,	PUNCT
fbem-11469	220	26	we	we	PRON
fbem-11469	220	27	should	should	AUX
fbem-11469	220	28	further	far	ADV
fbem-11469	220	29	strengthen	strengthen	VERB
fbem-11469	220	30	the	the	DET
fbem-11469	220	31	support	support	NOUN
fbem-11469	220	32	of	of	ADP
fbem-11469	220	33	relevant	relevant	ADJ
fbem-11469	220	34	policies	policy	NOUN
fbem-11469	220	35	in	in	ADP
fbem-11469	220	36	order	order	NOUN
fbem-11469	220	37	to	to	PART
fbem-11469	220	38	promote	promote	VERB
fbem-11469	220	39	the	the	DET
fbem-11469	220	40	marketing	marketing	NOUN
fbem-11469	220	41	and	and	CCONJ
fbem-11469	220	42	application	application	NOUN
fbem-11469	220	43	of	of	ADP
fbem-11469	220	44	new	new	ADJ
fbem-11469	220	45	technologies	technology	NOUN
fbem-11469	220	46	and	and	CCONJ
fbem-11469	220	47	new	new	ADJ
fbem-11469	220	48	products	product	NOUN
fbem-11469	220	49	,	,	PUNCT
fbem-11469	220	50	and	and	CCONJ
fbem-11469	220	51	to	to	PART
fbem-11469	220	52	promote	promote	VERB
fbem-11469	220	53	the	the	DET
fbem-11469	220	54	formation	formation	NOUN
fbem-11469	220	55	of	of	ADP
fbem-11469	220	56	an	an	DET
fbem-11469	220	57	innovation	innovation	NOUN
fbem-11469	220	58	and	and	CCONJ
fbem-11469	220	59	development	development	NOUN
fbem-11469	220	60	system	system	NOUN
fbem-11469	220	61	that	that	PRON
fbem-11469	220	62	supports	support	VERB
fbem-11469	220	63	the	the	DET
fbem-11469	220	64	high	high	ADJ
fbem-11469	220	65	-	-	PUNCT
fbem-11469	220	66	quality	quality	NOUN
fbem-11469	220	67	development	development	NOUN
fbem-11469	220	68	of	of	ADP
fbem-11469	220	69	china	china	PROPN
fbem-11469	220	70	's	's	PART
fbem-11469	220	71	information	information	NOUN
fbem-11469	220	72	technology	technology	NOUN
fbem-11469	220	73	.	.	PUNCT
fbem-11469	221	1	fourth	fourth	ADV
fbem-11469	221	2	,	,	PUNCT
fbem-11469	221	3	promote	promote	VERB
fbem-11469	221	4	the	the	DET
fbem-11469	221	5	creation	creation	NOUN
fbem-11469	221	6	strategy	strategy	NOUN
fbem-11469	221	7	of	of	ADP
fbem-11469	221	8	process	process	NOUN
fbem-11469	221	9	innovation	innovation	NOUN
fbem-11469	221	10	,	,	PUNCT
fbem-11469	221	11	give	give	VERB
fbem-11469	221	12	full	full	ADJ
fbem-11469	221	13	play	play	NOUN
fbem-11469	221	14	to	to	ADP
fbem-11469	221	15	the	the	DET
fbem-11469	221	16	innovative	innovative	ADJ
fbem-11469	221	17	production	production	NOUN
fbem-11469	221	18	effect	effect	NOUN
fbem-11469	221	19	of	of	ADP
fbem-11469	221	20	process	process	NOUN
fbem-11469	221	21	innovation	innovation	NOUN
fbem-11469	221	22	,	,	PUNCT
fbem-11469	221	23	and	and	CCONJ
fbem-11469	221	24	generate	generate	VERB
fbem-11469	221	25	new	new	ADJ
fbem-11469	221	26	consumer	consumer	NOUN
fbem-11469	221	27	demand	demand	NOUN
fbem-11469	221	28	.	.	PUNCT
fbem-11469	222	1	compared	compare	VERB
fbem-11469	222	2	with	with	ADP
fbem-11469	222	3	the	the	DET
fbem-11469	222	4	existing	exist	VERB
fbem-11469	222	5	production	production	NOUN
fbem-11469	222	6	process	process	NOUN
fbem-11469	222	7	for	for	ADP
fbem-11469	222	8	imitation	imitation	NOUN
fbem-11469	222	9	or	or	CCONJ
fbem-11469	222	10	slightly	slightly	ADV
fbem-11469	222	11	modified	modify	VERB
fbem-11469	222	12	should	should	AUX
fbem-11469	222	13	focus	focus	VERB
fbem-11469	222	14	on	on	ADP
fbem-11469	222	15	the	the	DET
fbem-11469	222	16	creation	creation	NOUN
fbem-11469	222	17	of	of	ADP
fbem-11469	222	18	technology	technology	NOUN
fbem-11469	222	19	innovation	innovation	NOUN
fbem-11469	222	20	strategy	strategy	NOUN
fbem-11469	222	21	,	,	PUNCT
fbem-11469	222	22	according	accord	VERB
fbem-11469	222	23	to	to	ADP
fbem-11469	222	24	and	and	CCONJ
fbem-11469	222	25	to	to	PART
fbem-11469	222	26	meet	meet	VERB
fbem-11469	222	27	market	market	NOUN
fbem-11469	222	28	demand	demand	NOUN
fbem-11469	222	29	,	,	PUNCT
fbem-11469	222	30	the	the	DET
fbem-11469	222	31	use	use	NOUN
fbem-11469	222	32	of	of	ADP
fbem-11469	222	33	new	new	ADJ
fbem-11469	222	34	technologies	technology	NOUN
fbem-11469	222	35	in	in	ADP
fbem-11469	222	36	society	society	NOUN
fbem-11469	222	37	or	or	CCONJ
fbem-11469	222	38	the	the	DET
fbem-11469	222	39	original	original	ADJ
fbem-11469	222	40	technical	technical	ADJ
fbem-11469	222	41	advantages	advantage	NOUN
fbem-11469	222	42	of	of	ADP
fbem-11469	222	43	the	the	DET
fbem-11469	222	44	enterprise	enterprise	NOUN
fbem-11469	222	45	to	to	PART
fbem-11469	222	46	develop	develop	VERB
fbem-11469	222	47	new	new	ADJ
fbem-11469	222	48	technologies	technology	NOUN
fbem-11469	222	49	,	,	PUNCT
fbem-11469	222	50	create	create	VERB
fbem-11469	222	51	new	new	ADJ
fbem-11469	222	52	product	product	NOUN
fbem-11469	222	53	demand	demand	NOUN
fbem-11469	222	54	.	.	PUNCT
fbem-11469	223	1	with	with	ADP
fbem-11469	223	2	the	the	DET
fbem-11469	223	3	globalization	globalization	NOUN
fbem-11469	223	4	of	of	ADP
fbem-11469	223	5	the	the	DET
fbem-11469	223	6	economy	economy	NOUN
fbem-11469	223	7	,	,	PUNCT
fbem-11469	223	8	enterprises	enterprise	NOUN
fbem-11469	223	9	participate	participate	VERB
fbem-11469	223	10	in	in	ADP
fbem-11469	223	11	international	international	ADJ
fbem-11469	223	12	competition	competition	NOUN
fbem-11469	223	13	in	in	ADP
fbem-11469	223	14	a	a	DET
fbem-11469	223	15	wider	wide	ADJ
fbem-11469	223	16	scope	scope	NOUN
fbem-11469	223	17	.	.	PUNCT
fbem-11469	224	1	therefore	therefore	ADV
fbem-11469	224	2	,	,	PUNCT
fbem-11469	224	3	domestic	domestic	ADJ
fbem-11469	224	4	enterprises	enterprise	NOUN
fbem-11469	224	5	should	should	AUX
fbem-11469	224	6	innovate	innovate	VERB
fbem-11469	224	7	their	their	PRON
fbem-11469	224	8	concepts	concept	NOUN
fbem-11469	224	9	,	,	PUNCT
fbem-11469	224	10	fully	fully	ADV
fbem-11469	224	11	recognize	recognize	VERB
fbem-11469	224	12	the	the	DET
fbem-11469	224	13	importance	importance	NOUN
fbem-11469	224	14	of	of	ADP
fbem-11469	224	15	process	process	NOUN
fbem-11469	224	16	innovation	innovation	NOUN
fbem-11469	224	17	for	for	ADP
fbem-11469	224	18	the	the	DET
fbem-11469	224	19	survival	survival	NOUN
fbem-11469	224	20	and	and	CCONJ
fbem-11469	224	21	development	development	NOUN
fbem-11469	224	22	of	of	ADP
fbem-11469	224	23	enterprises	enterprise	NOUN
fbem-11469	224	24	,	,	PUNCT
fbem-11469	224	25	and	and	CCONJ
fbem-11469	224	26	attach	attach	VERB
fbem-11469	224	27	great	great	ADJ
fbem-11469	224	28	importance	importance	NOUN
fbem-11469	224	29	to	to	PART
fbem-11469	224	30	and	and	CCONJ
fbem-11469	224	31	strengthen	strengthen	VERB
fbem-11469	224	32	the	the	DET
fbem-11469	224	33	cultivation	cultivation	NOUN
fbem-11469	224	34	of	of	ADP
fbem-11469	224	35	the	the	DET
fbem-11469	224	36	enterprise	enterprise	NOUN
fbem-11469	224	37	's	's	PART
fbem-11469	224	38	technological	technological	ADJ
fbem-11469	224	39	innovation	innovation	NOUN
fbem-11469	224	40	ability	ability	NOUN
fbem-11469	224	41	,	,	PUNCT
fbem-11469	224	42	so	so	SCONJ
fbem-11469	224	43	as	as	SCONJ
fbem-11469	224	44	to	to	PART
fbem-11469	224	45	improve	improve	VERB
fbem-11469	224	46	the	the	DET
fbem-11469	224	47	comprehensive	comprehensive	ADJ
fbem-11469	224	48	strength	strength	NOUN
fbem-11469	224	49	of	of	ADP
fbem-11469	224	50	the	the	DET
fbem-11469	224	51	enterprise	enterprise	NOUN
fbem-11469	224	52	's	's	PART
fbem-11469	224	53	sustainable	sustainable	ADJ
fbem-11469	224	54	development	development	NOUN
fbem-11469	224	55	.	.	PUNCT
fbem-11469	225	1	acknowledgment	acknowledgment	NOUN
fbem-11469	225	2	supported	support	VERB
fbem-11469	225	3	by	by	ADP
fbem-11469	225	4	the	the	DET
fbem-11469	225	5	key	key	ADJ
fbem-11469	225	6	project	project	NOUN
fbem-11469	225	7	of	of	ADP
fbem-11469	225	8	anhui	anhui	PROPN
fbem-11469	225	9	university	university	PROPN
fbem-11469	225	10	of	of	ADP
fbem-11469	225	11	finance	finance	NOUN
fbem-11469	225	12	and	and	CCONJ
fbem-11469	225	13	economics	economic	NOUN
fbem-11469	225	14	(	(	PUNCT
fbem-11469	225	15	ackyb21010	ackyb21010	PROPN
fbem-11469	225	16	)	)	PUNCT
fbem-11469	225	17	and	and	CCONJ
fbem-11469	225	18	the	the	DET
fbem-11469	225	19	graduate	graduate	NOUN
fbem-11469	225	20	student	student	NOUN
fbem-11469	225	21	research	research	NOUN
fbem-11469	225	22	and	and	CCONJ
fbem-11469	225	23	innovation	innovation	NOUN
fbem-11469	225	24	fund	fund	NOUN
fbem-11469	225	25	project	project	NOUN
fbem-11469	225	26	of	of	ADP
fbem-11469	225	27	anhui	anhui	PROPN
fbem-11469	225	28	university	university	PROPN
fbem-11469	225	29	of	of	ADP
fbem-11469	225	30	finance	finance	NOUN
fbem-11469	225	31	and	and	CCONJ
fbem-11469	225	32	economics	economic	NOUN
fbem-11469	225	33	(	(	PUNCT
fbem-11469	225	34	acyc2021344	acyc2021344	PROPN
fbem-11469	225	35	)	)	PUNCT
fbem-11469	225	36	;	;	PUNCT
fbem-11469	225	37	references	reference	NOUN
fbem-11469	225	38	[	[	X
fbem-11469	225	39	1	1	X
fbem-11469	225	40	]	]	PUNCT
fbem-11469	225	41	yang	yang	PROPN
fbem-11469	225	42	weiming	weiming	PROPN
fbem-11469	225	43	,	,	PUNCT
fbem-11469	225	44	su	su	PROPN
fbem-11469	225	45	lin	lin	PROPN
fbem-11469	225	46	,	,	PUNCT
fbem-11469	225	47	sun	sun	NOUN
fbem-11469	225	48	ruili	ruili	NOUN
fbem-11469	225	49	,	,	PUNCT
fbem-11469	225	50	yuan	yuan	PROPN
fbem-11469	225	51	weipeng	weipeng	X
fbem-11469	225	52	.	.	PUNCT
fbem-11469	226	1	does	do	AUX
fbem-11469	226	2	digital	digital	ADJ
fbem-11469	226	3	finance	finance	NOUN
fbem-11469	226	4	promote	promote	VERB
fbem-11469	226	5	consumption	consumption	NOUN
fbem-11469	226	6	upgrading	upgrading	NOUN
fbem-11469	226	7	?	?	PUNCT
fbem-11469	227	1	--evidence	--evidence	PUNCT
fbem-11469	227	2	based	base	VERB
fbem-11469	227	3	on	on	ADP
fbem-11469	227	4	panel	panel	NOUN
fbem-11469	227	5	data[j	data[j	NOUN
fbem-11469	227	6	]	]	X
fbem-11469	227	7	.	.	PUNCT
fbem-11469	228	1	international	international	ADJ
fbem-11469	228	2	financial	financial	ADJ
fbem-11469	228	3	studies	study	NOUN
fbem-11469	228	4	,	,	PUNCT
fbem-11469	228	5	2021	2021	NUM
fbem-11469	228	6	(	(	PUNCT
fbem-11469	228	7	04	04	NUM
fbem-11469	228	8	):	):	PUNCT
fbem-11469	228	9	13	13	NUM
fbem-11469	228	10	-	-	SYM
fbem-11469	228	11	22	22	NUM
fbem-11469	228	12	.	.	PUNCT
fbem-11469	229	1	[	[	X
fbem-11469	229	2	2	2	NUM
fbem-11469	229	3	]	]	PUNCT
fbem-11469	229	4	xing	xing	PROPN
fbem-11469	229	5	genius	genius	PROPN
fbem-11469	229	6	,	,	PUNCT
fbem-11469	229	7	zhang	zhang	PROPN
fbem-11469	229	8	xi	xi	PROPN
fbem-11469	229	9	.	.	PUNCT
fbem-11469	230	1	the	the	DET
fbem-11469	230	2	impact	impact	NOUN
fbem-11469	230	3	of	of	ADP
fbem-11469	230	4	internet	internet	NOUN
fbem-11469	230	5	consumption	consumption	NOUN
fbem-11469	230	6	finance	finance	NOUN
fbem-11469	230	7	on	on	ADP
fbem-11469	230	8	urban	urban	ADJ
fbem-11469	230	9	residents	resident	NOUN
fbem-11469	230	10	'	'	PART
fbem-11469	230	11	consumption	consumption	NOUN
fbem-11469	230	12	upgrading	upgrading	NOUN
fbem-11469	230	13	and	and	CCONJ
fbem-11469	230	14	changes	change	NOUN
fbem-11469	230	15	in	in	ADP
fbem-11469	230	16	consumption	consumption	NOUN
fbem-11469	230	17	tendency[j	tendency[j	PROPN
fbem-11469	230	18	]	]	PUNCT
fbem-11469	230	19	.	.	PUNCT
fbem-11469	231	1	contemporary	contemporary	ADJ
fbem-11469	231	2	economic	economic	ADJ
fbem-11469	231	3	research,2019(05):89	research,2019(05):89	NOUN
fbem-11469	231	4	-	-	PUNCT
fbem-11469	231	5	97	97	NUM
fbem-11469	231	6	+	+	NOUN
fbem-11469	231	7	113	113	NUM
fbem-11469	231	8	.	.	PUNCT
fbem-11469	232	1	[	[	X
fbem-11469	232	2	3	3	X
fbem-11469	232	3	]	]	X
fbem-11469	232	4	jing	jing	ADJ
fbem-11469	232	5	wenjun	wenjun	PROPN
fbem-11469	232	6	,	,	PUNCT
fbem-11469	232	7	sun	sun	PROPN
fbem-11469	232	8	bowen	bowen	PROPN
fbem-11469	232	9	.	.	PUNCT
fbem-11469	233	1	digital	digital	ADJ
fbem-11469	233	2	economy	economy	NOUN
fbem-11469	233	3	for	for	ADP
fbem-11469	233	4	high	high	ADJ
fbem-11469	233	5	-	-	PUNCT
fbem-11469	233	6	quality	quality	NOUN
fbem-11469	233	7	economic	economic	ADJ
fbem-11469	233	8	development	development	NOUN
fbem-11469	233	9	:	:	PUNCT
fbem-11469	233	10	a	a	DET
fbem-11469	233	11	theoretical	theoretical	ADJ
fbem-11469	233	12	analysis	analysis	NOUN
fbem-11469	233	13	framework[j	framework[j	NOUN
fbem-11469	233	14	]	]	PUNCT
fbem-11469	233	15	.	.	PUNCT
fbem-11469	234	1	economist,2019(02):66	economist,2019(02):66	NOUN
fbem-11469	234	2	-	-	PUNCT
fbem-11469	234	3	73	73	NUM
fbem-11469	234	4	.	.	PUNCT
fbem-11469	235	1	[	[	X
fbem-11469	235	2	4	4	X
fbem-11469	235	3	]	]	X
fbem-11469	235	4	huang	huang	PROPN
fbem-11469	235	5	kainan	kainan	PROPN
fbem-11469	235	6	,	,	PUNCT
fbem-11469	235	7	hao	hao	PROPN
fbem-11469	235	8	xiangru	xiangru	PROPN
fbem-11469	235	9	.	.	PROPN
fbem-11469	235	10	does	do	AUX
fbem-11469	235	11	digital	digital	ADJ
fbem-11469	235	12	finance	finance	NOUN
fbem-11469	235	13	promote	promote	VERB
fbem-11469	235	14	residents	resident	NOUN
fbem-11469	235	15	'	'	PART
fbem-11469	235	16	consumption	consumption	NOUN
fbem-11469	235	17	upgrade	upgrade	NOUN
fbem-11469	235	18	?	?	PUNCT
fbem-11469	236	1	[	[	X
fbem-11469	236	2	j	j	X
fbem-11469	236	3	]	]	X
fbem-11469	236	4	.	.	PUNCT
fbem-11469	237	1	shandong	shandong	PROPN
fbem-11469	237	2	social	social	PROPN
fbem-11469	237	3	science	science	PROPN
fbem-11469	237	4	,	,	PUNCT
fbem-11469	237	5	2021(01	2021(01	NUM
fbem-11469	237	6	):	):	PUNCT
fbem-11469	237	7	117	117	NUM
fbem-11469	237	8	-	-	SYM
fbem-11469	237	9	125	125	NUM
fbem-11469	237	10	.	.	PUNCT
fbem-11469	238	1	[	[	X
fbem-11469	238	2	5	5	NUM
fbem-11469	238	3	]	]	X
fbem-11469	238	4	quiet	quiet	ADJ
fbem-11469	238	5	.	.	PUNCT
fbem-11469	239	1	influence	influence	NOUN
fbem-11469	239	2	mechanism	mechanism	NOUN
fbem-11469	239	3	of	of	ADP
fbem-11469	239	4	internet	internet	NOUN
fbem-11469	239	5	consumer	consumer	NOUN
fbem-11469	239	6	finance	finance	NOUN
fbem-11469	239	7	on	on	ADP
fbem-11469	239	8	residents	resident	NOUN
fbem-11469	239	9	'	'	PART
fbem-11469	239	10	consumption	consumption	NOUN
fbem-11469	239	11	demand[j	demand[j	NOUN
fbem-11469	239	12	]	]	PUNCT
fbem-11469	239	13	.	.	PUNCT
fbem-11469	240	1	business	business	NOUN
fbem-11469	240	2	economy	economy	NOUN
fbem-11469	240	3	,	,	PUNCT
fbem-11469	240	4	2020	2020	NUM
fbem-11469	240	5	(	(	PUNCT
fbem-11469	240	6	08	08	NUM
fbem-11469	240	7	):	):	PUNCT
fbem-11469	240	8	150	150	NUM
fbem-11469	240	9	-	-	SYM
fbem-11469	240	10	153	153	NUM
fbem-11469	240	11	.	.	PUNCT
fbem-11469	241	1	[	[	X
fbem-11469	241	2	6	6	NUM
fbem-11469	241	3	]	]	PUNCT
fbem-11469	241	4	ma	ma	PROPN
fbem-11469	241	5	xiangpin	xiangpin	PROPN
fbem-11469	241	6	.	.	PUNCT
fbem-11469	242	1	residents	resident	NOUN
fbem-11469	242	2	'	'	PART
fbem-11469	242	3	consumption	consumption	NOUN
fbem-11469	242	4	change	change	NOUN
fbem-11469	242	5	in	in	ADP
fbem-11469	242	6	the	the	DET
fbem-11469	242	7	era	era	NOUN
fbem-11469	242	8	of	of	ADP
fbem-11469	242	9	digital	digital	ADJ
fbem-11469	242	10	economy	economy	NOUN
fbem-11469	242	11	:	:	PUNCT
fbem-11469	242	12	trends	trend	NOUN
fbem-11469	242	13	,	,	PUNCT
fbem-11469	242	14	characteristics	characteristic	NOUN
fbem-11469	242	15	,	,	PUNCT
fbem-11469	242	16	mechanisms	mechanism	NOUN
fbem-11469	242	17	and	and	CCONJ
fbem-11469	242	18	patterns[j	patterns[j	NOUN
fbem-11469	242	19	]	]	PUNCT
fbem-11469	242	20	.	.	PUNCT
fbem-11469	243	1	financial	financial	ADJ
fbem-11469	243	2	science,2020(01):120	science,2020(01):120	PROPN
fbem-11469	243	3	-	-	PUNCT
fbem-11469	243	4	132	132	NUM
fbem-11469	243	5	.	.	PUNCT
fbem-11469	244	1	[	[	X
fbem-11469	244	2	7	7	X
fbem-11469	244	3	]	]	X
fbem-11469	244	4	liu	liu	PROPN
fbem-11469	244	5	rongting	rongting	NOUN
fbem-11469	244	6	.	.	PUNCT
fbem-11469	245	1	exploration	exploration	NOUN
fbem-11469	245	2	of	of	ADP
fbem-11469	245	3	the	the	DET
fbem-11469	245	4	impact	impact	NOUN
fbem-11469	245	5	of	of	ADP
fbem-11469	245	6	network	network	NOUN
fbem-11469	245	7	economy	economy	NOUN
fbem-11469	245	8	on	on	ADP
fbem-11469	245	9	residents	resident	NOUN
fbem-11469	245	10	'	'	PART
fbem-11469	245	11	consumption	consumption	NOUN
fbem-11469	245	12	behavior	behavior	NOUN
fbem-11469	245	13	based	base	VERB
fbem-11469	245	14	on	on	ADP
fbem-11469	245	15	the	the	DET
fbem-11469	245	16	perspective	perspective	NOUN
fbem-11469	245	17	of	of	ADP
fbem-11469	245	18	consumer	consumer	NOUN
fbem-11469	245	19	behavior[j	behavior[j	NOUN
fbem-11469	245	20	]	]	PUNCT
fbem-11469	245	21	.	.	PUNCT
fbem-11469	246	1	research	research	NOUN
fbem-11469	246	2	on	on	ADP
fbem-11469	246	3	business	business	NOUN
fbem-11469	246	4	economy	economy	NOUN
fbem-11469	246	5	,	,	PUNCT
fbem-11469	246	6	2019	2019	NUM
fbem-11469	246	7	(	(	PUNCT
fbem-11469	246	8	01):44	01):44	NUM
fbem-11469	246	9	-	-	SYM
fbem-11469	246	10	46	46	NUM
fbem-11469	246	11	.	.	PUNCT
fbem-11469	247	1	[	[	X
fbem-11469	247	2	8	8	NUM
fbem-11469	247	3	]	]	X
fbem-11469	247	4	yi	yi	NOUN
fbem-11469	247	5	xingjian	xingjian	PROPN
fbem-11469	247	6	,	,	PUNCT
fbem-11469	247	7	zhou	zhou	PROPN
fbem-11469	247	8	li	li	PROPN
fbem-11469	247	9	.	.	PROPN
fbem-11469	247	10	does	do	AUX
fbem-11469	247	11	the	the	DET
fbem-11469	247	12	development	development	NOUN
fbem-11469	247	13	of	of	ADP
fbem-11469	247	14	digital	digital	ADJ
fbem-11469	247	15	inclusive	inclusive	ADJ
fbem-11469	247	16	finance	finance	NOUN
fbem-11469	247	17	significantly	significantly	ADV
fbem-11469	247	18	affect	affect	VERB
fbem-11469	247	19	residents	resident	NOUN
fbem-11469	247	20	'	'	PART
fbem-11469	247	21	consumption	consumption	NOUN
fbem-11469	247	22	-	-	PUNCT
fbem-11469	247	23	micro	micro	NOUN
fbem-11469	247	24	evidence	evidence	NOUN
fbem-11469	247	25	from	from	ADP
fbem-11469	247	26	chinese	chinese	PROPN
fbem-11469	247	27	households[j	households[j	PROPN
fbem-11469	247	28	]	]	PUNCT
fbem-11469	247	29	.	.	PUNCT
fbem-11469	248	1	financial	financial	ADJ
fbem-11469	248	2	research	research	NOUN
fbem-11469	248	3	,	,	PUNCT
fbem-11469	248	4	2018	2018	NUM
fbem-11469	248	5	(	(	PUNCT
fbem-11469	248	6	11	11	NUM
fbem-11469	248	7	):	):	PUNCT
fbem-11469	248	8	47	47	NUM
fbem-11469	248	9	-	-	SYM
fbem-11469	248	10	67	67	NUM
fbem-11469	248	11	.	.	PUNCT
fbem-11469	249	1	[	[	X
fbem-11469	249	2	9	9	NUM
fbem-11469	249	3	]	]	PUNCT
fbem-11469	249	4	zhu	zhu	PROPN
fbem-11469	249	5	zhongkun	zhongkun	PROPN
fbem-11469	249	6	.	.	PUNCT
fbem-11469	250	1	will	will	AUX
fbem-11469	250	2	internet	internet	NOUN
fbem-11469	250	3	skills	skill	NOUN
fbem-11469	250	4	lead	lead	VERB
fbem-11469	250	5	to	to	ADP
fbem-11469	250	6	consumption	consumption	NOUN
fbem-11469	250	7	upgrading	upgrading	NOUN
fbem-11469	250	8	of	of	ADP
fbem-11469	250	9	rural	rural	ADJ
fbem-11469	250	10	residents	resident	NOUN
fbem-11469	250	11	?	?	PUNCT
fbem-11469	251	1	--an	--an	ADJ
fbem-11469	251	2	empirical	empirical	ADJ
fbem-11469	251	3	analysis	analysis	NOUN
fbem-11469	251	4	based	base	VERB
fbem-11469	251	5	on	on	ADP
fbem-11469	251	6	css2015	css2015	NOUN
fbem-11469	251	7	data[j	data[j	PROPN
fbem-11469	251	8	]	]	PUNCT
fbem-11469	251	9	.	.	PUNCT
fbem-11469	252	1	statistical	statistical	ADJ
fbem-11469	252	2	research,2020,37(09):68	research,2020,37(09):68	NOUN
fbem-11469	252	3	-	-	PUNCT
fbem-11469	252	4	81	81	NUM
fbem-11469	252	5	.	.	PUNCT
fbem-11469	253	1	[	[	X
fbem-11469	253	2	10	10	NUM
fbem-11469	253	3	]	]	X
fbem-11469	253	4	li	li	PROPN
fbem-11469	253	5	xuyang	xuyang	PROPN
fbem-11469	253	6	,	,	PUNCT
fbem-11469	253	7	li	li	PROPN
fbem-11469	253	8	tongping	tongping	PROPN
fbem-11469	253	9	,	,	PUNCT
fbem-11469	253	10	zou	zou	PROPN
fbem-11469	253	11	weijin	weijin	NOUN
fbem-11469	253	12	.	.	PUNCT
fbem-11469	254	1	has	have	AUX
fbem-11469	254	2	the	the	DET
fbem-11469	254	3	internet	internet	NOUN
fbem-11469	254	4	pushed	push	VERB
fbem-11469	254	5	residents	resident	NOUN
fbem-11469	254	6	'	'	PART
fbem-11469	254	7	household	household	NOUN
fbem-11469	254	8	consumption	consumption	NOUN
fbem-11469	254	9	upgrading	upgrading	NOUN
fbem-11469	254	10	?	?	PUNCT
fbem-11469	255	1	--a	--a	PROPN
fbem-11469	255	2	study	study	NOUN
fbem-11469	255	3	based	base	VERB
fbem-11469	255	4	on	on	ADP
fbem-11469	255	5	chinese	chinese	PROPN
fbem-11469	255	6	micro	micro	PROPN
fbem-11469	255	7	survey	survey	PROPN
fbem-11469	255	8	data[j	data[j	PROPN
fbem-11469	255	9	]	]	PUNCT
fbem-11469	255	10	.	.	PUNCT
fbem-11469	256	1	journal	journal	PROPN
fbem-11469	256	2	of	of	ADP
fbem-11469	256	3	china	china	PROPN
fbem-11469	256	4	university	university	PROPN
fbem-11469	256	5	of	of	ADP
fbem-11469	256	6	geosciences(social	geosciences(social	PROPN
fbem-11469	256	7	science	science	NOUN
fbem-11469	256	8	edition),2019,19(04):145	edition),2019,19(04):145	NOUN
fbem-11469	256	9	-	-	SYM
fbem-11469	256	10	160	160	NUM
fbem-11469	256	11	.	.	PUNCT
fbem-11469	257	1	[	[	X
fbem-11469	257	2	11	11	NUM
fbem-11469	257	3	]	]	PUNCT
fbem-11469	257	4	he	he	PRON
fbem-11469	257	5	zongyue	zongyue	NOUN
fbem-11469	257	6	,	,	PUNCT
fbem-11469	257	7	song	song	NOUN
fbem-11469	257	8	xuguang	xuguang	PROPN
fbem-11469	257	9	.	.	PUNCT
fbem-11469	258	1	how	how	SCONJ
fbem-11469	258	2	digital	digital	ADJ
fbem-11469	258	3	financial	financial	ADJ
fbem-11469	258	4	development	development	NOUN
fbem-11469	258	5	affects	affect	VERB
fbem-11469	258	6	residents	resident	NOUN
fbem-11469	258	7	'	'	PART
fbem-11469	258	8	consumption[j	consumption[j	PROPN
fbem-11469	258	9	]	]	PUNCT
fbem-11469	258	10	.	.	PUNCT
fbem-11469	259	1	finance	finance	NOUN
fbem-11469	259	2	and	and	CCONJ
fbem-11469	259	3	trade	trade	NOUN
fbem-11469	259	4	economy	economy	NOUN
fbem-11469	259	5	,	,	PUNCT
fbem-11469	259	6	2020,41(08):65	2020,41(08):65	NOUN
fbem-11469	259	7	-	-	SYM
fbem-11469	259	8	79	79	NUM
fbem-11469	259	9	.	.	PUNCT
fbem-11469	260	1	[	[	X
fbem-11469	260	2	12	12	NUM
fbem-11469	260	3	]	]	X
fbem-11469	260	4	li	li	PROPN
fbem-11469	260	5	jikai	jikai	PROPN
fbem-11469	260	6	,	,	PUNCT
fbem-11469	260	7	yin	yin	PROPN
fbem-11469	260	8	yuting	yuting	NOUN
fbem-11469	260	9	.	.	PUNCT
fbem-11469	261	1	the	the	DET
fbem-11469	261	2	basic	basic	ADJ
fbem-11469	261	3	features	feature	NOUN
fbem-11469	261	4	of	of	ADP
fbem-11469	261	5	the	the	DET
fbem-11469	261	6	new	new	ADJ
fbem-11469	261	7	economy	economy	NOUN
fbem-11469	261	8	and	and	CCONJ
fbem-11469	261	9	the	the	DET
fbem-11469	261	10	twofold	twofold	ADJ
fbem-11469	261	11	dimension	dimension	NOUN
fbem-11469	261	12	of	of	ADP
fbem-11469	261	13	its	its	PRON
fbem-11469	261	14	impact	impact	NOUN
fbem-11469	261	15	on	on	ADP
fbem-11469	261	16	residents	resident	NOUN
fbem-11469	261	17	'	'	PART
fbem-11469	261	18	consumption[j	consumption[j	PROPN
fbem-11469	261	19	]	]	PUNCT
fbem-11469	261	20	.	.	PUNCT
fbem-11469	262	1	reform	reform	NOUN
fbem-11469	262	2	and	and	CCONJ
fbem-11469	262	3	strategy,2020,36(02):9	strategy,2020,36(02):9	PROPN
fbem-11469	262	4	-	-	PUNCT
fbem-11469	262	5	17	17	NUM
fbem-11469	262	6	.	.	PUNCT
fbem-11469	263	1	[	[	X
fbem-11469	263	2	13	13	NUM
fbem-11469	263	3	]	]	X
fbem-11469	263	4	lv	lv	PROPN
fbem-11469	263	5	tie	tie	NOUN
fbem-11469	263	6	.	.	PUNCT
fbem-11469	264	1	the	the	DET
fbem-11469	264	2	tendency	tendency	NOUN
fbem-11469	264	3	and	and	CCONJ
fbem-11469	264	4	path	path	NOUN
fbem-11469	264	5	of	of	ADP
fbem-11469	264	6	digital	digital	ADJ
fbem-11469	264	7	transformation	transformation	NOUN
fbem-11469	264	8	of	of	ADP
fbem-11469	264	9	traditional	traditional	ADJ
fbem-11469	264	10	industries[j	industries[j	NOUN
fbem-11469	264	11	]	]	PUNCT
fbem-11469	264	12	.	.	PUNCT
fbem-11469	265	1	people	people	NOUN
fbem-11469	265	2	's	's	PART
fbem-11469	265	3	forum	forum	PROPN
fbem-11469	265	4	academic	academic	ADJ
fbem-11469	265	5	frontier	frontier	NOUN
fbem-11469	265	6	,	,	PUNCT
fbem-11469	265	7	2019	2019	NUM
fbem-11469	265	8	(	(	PUNCT
fbem-11469	265	9	18	18	NUM
fbem-11469	265	10	):	):	PUNCT
fbem-11469	265	11	13	13	NUM
fbem-11469	265	12	-	-	SYM
fbem-11469	265	13	19	19	NUM
fbem-11469	265	14	.	.	PUNCT
fbem-11469	266	1	[	[	X
fbem-11469	266	2	14	14	NUM
fbem-11469	266	3	]	]	X
fbem-11469	266	4	shi	shi	PROPN
fbem-11469	266	5	bo	bo	PROPN
fbem-11469	266	6	.	.	PUNCT
fbem-11469	266	7	mechanism	mechanism	NOUN
fbem-11469	266	8	interpretation	interpretation	NOUN
fbem-11469	266	9	of	of	ADP
fbem-11469	266	10	artificial	artificial	ADJ
fbem-11469	266	11	intelligence	intelligence	NOUN
fbem-11469	266	12	boosting	boost	VERB
fbem-11469	266	13	economic	economic	ADJ
fbem-11469	266	14	high	high	ADJ
fbem-11469	266	15	-	-	PUNCT
fbem-11469	266	16	quality	quality	NOUN
fbem-11469	266	17	development[j	development[j	NOUN
fbem-11469	266	18	]	]	PUNCT
fbem-11469	266	19	.	.	PUNCT
fbem-11469	267	1	reform	reform	NOUN
fbem-11469	267	2	,	,	PUNCT
fbem-11469	267	3	2020(01	2020(01	NUM
fbem-11469	267	4	):	):	PUNCT
fbem-11469	267	5	30	30	NUM
fbem-11469	267	6	-	-	SYM
fbem-11469	267	7	38	38	NUM
fbem-11469	267	8	.	.	PUNCT
fbem-11469	268	1	[	[	X
fbem-11469	268	2	15	15	NUM
fbem-11469	268	3	]	]	X
fbem-11469	268	4	shi	shi	PROPN
fbem-11469	268	5	mingming	mingming	PROPN
fbem-11469	268	6	,	,	PUNCT
fbem-11469	268	7	jiang	jiang	PROPN
fbem-11469	268	8	zhou	zhou	PROPN
fbem-11469	268	9	,	,	PUNCT
fbem-11469	268	10	zhou	zhou	PROPN
fbem-11469	268	11	xiaoyan	xiaoyan	PROPN
fbem-11469	268	12	.	.	PUNCT
fbem-11469	269	1	consumption	consumption	NOUN
fbem-11469	269	2	upgrading	upgrading	NOUN
fbem-11469	269	3	or	or	CCONJ
fbem-11469	269	4	consumption	consumption	NOUN
fbem-11469	269	5	downgrading[j	downgrading[j	NOUN
fbem-11469	269	6	]	]	PUNCT
fbem-11469	269	7	.	.	PUNCT
fbem-11469	270	1	china	china	PROPN
fbem-11469	270	2	industrial	industrial	ADJ
fbem-11469	270	3	economy	economy	NOUN
fbem-11469	270	4	,	,	PUNCT
fbem-11469	270	5	2019	2019	NUM
fbem-11469	270	6	(	(	PUNCT
fbem-11469	270	7	07):42	07):42	NUM
fbem-11469	270	8	[	[	X
fbem-11469	270	9	16	16	NUM
fbem-11469	270	10	]	]	X
fbem-11469	270	11	zeng	zeng	PROPN
fbem-11469	270	12	jiehua	jiehua	PROPN
fbem-11469	270	13	,	,	PUNCT
fbem-11469	270	14	zhong	zhong	PROPN
fbem-11469	270	15	ruoyu	ruoyu	PROPN
fbem-11469	270	16	.	.	PUNCT
fbem-11469	271	1	has	have	AUX
fbem-11469	271	2	the	the	DET
fbem-11469	271	3	internet	internet	NOUN
fbem-11469	271	4	promoted	promote	VERB
fbem-11469	271	5	residents	resident	NOUN
fbem-11469	271	6	'	'	PART
fbem-11469	271	7	consumption	consumption	NOUN
fbem-11469	271	8	upgrading	upgrading	NOUN
fbem-11469	271	9	--	--	PUNCT
fbem-11469	271	10	a	a	DET
fbem-11469	271	11	study	study	NOUN
fbem-11469	271	12	based	base	VERB
fbem-11469	271	13	on	on	ADP
fbem-11469	271	14	urban	urban	ADJ
fbem-11469	271	15	consumption	consumption	NOUN
fbem-11469	271	16	search	search	NOUN
fbem-11469	271	17	index	index	NOUN
fbem-11469	271	18	in	in	ADP
fbem-11469	271	19	guangdong	guangdong	PROPN
fbem-11469	271	20	province[j	province[j	PROPN
fbem-11469	271	21	]	]	PUNCT
fbem-11469	271	22	.	.	PUNCT
fbem-11469	272	1	economist	economist	NOUN
fbem-11469	272	2	,	,	PUNCT
fbem-11469	272	3	2021	2021	NUM
fbem-11469	272	4	(	(	PUNCT
fbem-11469	272	5	08):31	08):31	NUM
fbem-11469	272	6	-	-	SYM
fbem-11469	272	7	41	41	NUM
fbem-11469	272	8	.	.	PUNCT
fbem-11469	273	1	[	[	X
fbem-11469	273	2	17	17	NUM
fbem-11469	273	3	]	]	X
fbem-11469	273	4	liu	liu	PROPN
fbem-11469	273	5	xiangdong	xiangdong	PROPN
fbem-11469	273	6	,	,	PUNCT
fbem-11469	273	7	mi	mi	PROPN
fbem-11469	273	8	zhuang	zhuang	PROPN
fbem-11469	273	9	.	.	PROPN
fbem-11469	273	10	is	be	AUX
fbem-11469	273	11	chinese	chinese	ADJ
fbem-11469	273	12	residents	resident	NOUN
fbem-11469	273	13	'	'	PART
fbem-11469	273	14	consumption	consumption	NOUN
fbem-11469	273	15	in	in	ADP
fbem-11469	273	16	an	an	DET
fbem-11469	273	17	upgrading	upgrading	NOUN
fbem-11469	273	18	state	state	NOUN
fbem-11469	273	19	--	--	PUNCT
fbem-11469	273	20	a	a	DET
fbem-11469	273	21	study	study	NOUN
fbem-11469	273	22	based	base	VERB
fbem-11469	273	23	on	on	ADP
fbem-11469	273	24	cgss2010	cgss2010	PROPN
fbem-11469	273	25	and	and	CCONJ
fbem-11469	273	26	cgss2017	cgss2017	PROPN
fbem-11469	273	27	data[j	data[j	PROPN
fbem-11469	273	28	]	]	PUNCT
fbem-11469	273	29	.	.	PUNCT
fbem-11469	274	1	economist,2020(01):86	economist,2020(01):86	PROPN
fbem-11469	274	2	-	-	PUNCT
fbem-11469	274	3	97	97	NUM
fbem-11469	274	4	.	.	PUNCT
fbem-11469	275	1	[	[	X
fbem-11469	275	2	18	18	NUM
fbem-11469	275	3	]	]	X
fbem-11469	275	4	wei	wei	PROPN
fbem-11469	275	5	yong	yong	PROPN
fbem-11469	275	6	,	,	PUNCT
fbem-11469	275	7	yang	yang	PROPN
fbem-11469	275	8	mengyu	mengyu	PROPN
fbem-11469	275	9	.	.	PUNCT
fbem-11469	276	1	income	income	NOUN
fbem-11469	276	2	structure	structure	NOUN
fbem-11469	276	3	,	,	PUNCT
fbem-11469	276	4	social	social	ADJ
fbem-11469	276	5	security	security	NOUN
fbem-11469	276	6	and	and	CCONJ
fbem-11469	276	7	urban	urban	ADJ
fbem-11469	276	8	residents	resident	NOUN
fbem-11469	276	9	'	'	PART
fbem-11469	276	10	consumption	consumption	NOUN
fbem-11469	276	11	upgrading[j	upgrading[j	NOUN
fbem-11469	276	12	]	]	PUNCT
fbem-11469	276	13	.	.	PUNCT
fbem-11469	277	1	east	east	PROPN
fbem-11469	277	2	china	china	PROPN
fbem-11469	277	3	economic	economic	ADJ
fbem-11469	277	4	management	management	NOUN
fbem-11469	277	5	,	,	PUNCT
fbem-11469	277	6	2017	2017	NUM
fbem-11469	277	7	,	,	PUNCT
fbem-11469	277	8	31(03):90	31(03):90	NUM
fbem-11469	277	9	-	-	SYM
fbem-11469	277	10	99	99	NUM
fbem-11469	277	11	.	.	PUNCT
fbem-11469	278	1	[	[	X
fbem-11469	278	2	19	19	NUM
fbem-11469	278	3	]	]	X
fbem-11469	278	4	nan	nan	PROPN
fbem-11469	278	5	yongqing	yongqing	PROPN
fbem-11469	278	6	,	,	PUNCT
fbem-11469	278	7	song	song	NOUN
fbem-11469	278	8	mingyue	mingyue	NOUN
fbem-11469	278	9	,	,	PUNCT
fbem-11469	278	10	xiao	xiao	PROPN
fbem-11469	278	11	haoran	haoran	PROPN
fbem-11469	278	12	.	.	PUNCT
fbem-11469	279	1	digital	digital	ADJ
fbem-11469	279	2	inclusive	inclusive	ADJ
fbem-11469	279	3	finance	finance	NOUN
fbem-11469	279	4	and	and	CCONJ
fbem-11469	279	5	the	the	DET
fbem-11469	279	6	release	release	NOUN
fbem-11469	279	7	of	of	ADP
fbem-11469	279	8	urban	urban	ADJ
fbem-11469	279	9	residents	resident	NOUN
fbem-11469	279	10	'	'	PART
fbem-11469	279	11	consumption	consumption	NOUN
fbem-11469	279	12	potential[j	potential[j	NOUN
fbem-11469	279	13	]	]	X
fbem-11469	279	14	.	.	PUNCT
fbem-11469	280	1	contemporary	contemporary	ADJ
fbem-11469	280	2	economic	economic	ADJ
fbem-11469	280	3	research	research	NOUN
fbem-11469	280	4	,	,	PUNCT
fbem-11469	280	5	2020	2020	NUM
fbem-11469	280	6	(	(	PUNCT
fbem-11469	280	7	05	05	NUM
fbem-11469	280	8	):	):	PUNCT
fbem-11469	280	9	102	102	NUM
fbem-11469	280	10	-	-	SYM
fbem-11469	280	11	112	112	NUM
fbem-11469	280	12	.	.	PUNCT
fbem-11469	281	1	[	[	X
fbem-11469	281	2	20	20	NUM
fbem-11469	281	3	]	]	X
fbem-11469	281	4	guo	guo	PROPN
fbem-11469	281	5	feng	feng	PROPN
fbem-11469	281	6	,	,	PUNCT
fbem-11469	281	7	wang	wang	PROPN
fbem-11469	281	8	jingyi	jingyi	PROPN
fbem-11469	281	9	,	,	PUNCT
fbem-11469	281	10	wang	wang	PROPN
fbem-11469	281	11	fang	fang	PROPN
fbem-11469	281	12	,	,	PUNCT
fbem-11469	281	13	kong	kong	PROPN
fbem-11469	281	14	tao	tao	PROPN
fbem-11469	281	15	,	,	PUNCT
fbem-11469	281	16	zhang	zhang	PROPN
fbem-11469	281	17	xun	xun	PROPN
fbem-11469	281	18	,	,	PUNCT
fbem-11469	281	19	cheng	cheng	PROPN
fbem-11469	281	20	zhiyun	zhiyun	PROPN
fbem-11469	281	21	.	.	PUNCT
fbem-11469	282	1	measuring	measure	VERB
fbem-11469	282	2	the	the	DET
fbem-11469	282	3	development	development	NOUN
fbem-11469	282	4	of	of	ADP
fbem-11469	282	5	digital	digital	ADJ
fbem-11469	282	6	inclusive	inclusive	ADJ
fbem-11469	282	7	finance	finance	NOUN
fbem-11469	282	8	in	in	ADP
fbem-11469	282	9	china	china	PROPN
fbem-11469	282	10	:	:	PUNCT
fbem-11469	282	11	indexing	indexing	NOUN
fbem-11469	282	12	and	and	CCONJ
fbem-11469	282	13	spatial	spatial	ADJ
fbem-11469	282	14	characterization[j	characterization[j	PROPN
fbem-11469	282	15	]	]	PUNCT
fbem-11469	282	16	.	.	PUNCT
fbem-11469	283	1	economics(quarterly),2020,19(04):14011418	economics(quarterly),2020,19(04):14011418	NOUN
fbem-11469	283	2	.	.	PUNCT
fbem-11469	284	1	170	170	NUM
fbem-11469	285	1	[	[	X
fbem-11469	285	2	21	21	NUM
fbem-11469	285	3	]	]	X
fbem-11469	285	4	yuan	yuan	PROPN
fbem-11469	285	5	zhigang	zhigang	PROPN
fbem-11469	285	6	,	,	PUNCT
fbem-11469	285	7	zhu	zhu	PROPN
fbem-11469	285	8	guolin	guolin	ADJ
fbem-11469	285	9	.	.	PUNCT
fbem-11469	286	1	technological	technological	ADJ
fbem-11469	286	2	innovation	innovation	NOUN
fbem-11469	286	3	,	,	PUNCT
fbem-11469	286	4	income	income	NOUN
fbem-11469	286	5	distribution	distribution	NOUN
fbem-11469	286	6	and	and	CCONJ
fbem-11469	286	7	dual	dual	ADJ
fbem-11469	286	8	economy	economy	NOUN
fbem-11469	286	9	transformation	transformation	NOUN
fbem-11469	286	10	in	in	ADP
fbem-11469	286	11	china[j	china[j	PROPN
fbem-11469	286	12	]	]	PUNCT
fbem-11469	286	13	.	.	PUNCT
fbem-11469	287	1	tianjin	tianjin	PROPN
fbem-11469	287	2	social	social	ADJ
fbem-11469	287	3	science,2001(06):61	science,2001(06):61	PROPN
fbem-11469	287	4	-	-	SYM
fbem-11469	287	5	67	67	NUM
fbem-11469	287	6	.	.	PUNCT
fbem-11469	288	1	[	[	X
fbem-11469	288	2	22	22	NUM
fbem-11469	288	3	]	]	X
fbem-11469	288	4	zhao	zhao	PROPN
fbem-11469	288	5	baoguo	baoguo	PROPN
fbem-11469	288	6	,	,	PUNCT
fbem-11469	288	7	gai	gai	X
fbem-11469	288	8	nian	nian	NOUN
fbem-11469	288	9	.	.	PUNCT
fbem-11469	289	1	impact	impact	NOUN
fbem-11469	289	2	of	of	ADP
fbem-11469	289	3	internet	internet	NOUN
fbem-11469	289	4	consumer	consumer	NOUN
fbem-11469	289	5	finance	finance	NOUN
fbem-11469	289	6	on	on	ADP
fbem-11469	289	7	domestic	domestic	ADJ
fbem-11469	289	8	residents	resident	NOUN
fbem-11469	289	9	'	'	PART
fbem-11469	289	10	consumption	consumption	NOUN
fbem-11469	289	11	structure	structure	NOUN
fbem-11469	289	12	:	:	PUNCT
fbem-11469	289	13	an	an	DET
fbem-11469	289	14	empirical	empirical	ADJ
fbem-11469	289	15	study	study	NOUN
fbem-11469	289	16	based	base	VERB
fbem-11469	289	17	on	on	ADP
fbem-11469	289	18	var	var	PROPN
fbem-11469	289	19	model[j	model[j	PROPN
fbem-11469	289	20	]	]	PUNCT
fbem-11469	289	21	.	.	PUNCT
fbem-11469	290	1	journal	journal	PROPN
fbem-11469	290	2	of	of	ADP
fbem-11469	290	3	central	central	PROPN
fbem-11469	290	4	university	university	PROPN
fbem-11469	290	5	of	of	ADP
fbem-11469	290	6	finance	finance	NOUN
fbem-11469	290	7	and	and	CCONJ
fbem-11469	290	8	economics,2020(03):33	economics,2020(03):33	NOUN
fbem-11469	290	9	-	-	SYM
fbem-11469	290	10	43	43	NUM
fbem-11469	290	11	.	.	PUNCT
fbem-11469	291	1	[	[	X
fbem-11469	291	2	23	23	NUM
fbem-11469	291	3	]	]	X
fbem-11469	291	4	yuan	yuan	PROPN
fbem-11469	291	5	zhigang	zhigang	PROPN
fbem-11469	291	6	,	,	PUNCT
fbem-11469	291	7	zhu	zhu	PROPN
fbem-11469	291	8	guolin	guolin	ADJ
fbem-11469	291	9	.	.	PUNCT
fbem-11469	292	1	technological	technological	ADJ
fbem-11469	292	2	innovation	innovation	NOUN
fbem-11469	292	3	,	,	PUNCT
fbem-11469	292	4	income	income	NOUN
fbem-11469	292	5	distribution	distribution	NOUN
fbem-11469	292	6	and	and	CCONJ
fbem-11469	292	7	dual	dual	ADJ
fbem-11469	292	8	economy	economy	NOUN
fbem-11469	292	9	transformation	transformation	NOUN
fbem-11469	292	10	in	in	ADP
fbem-11469	292	11	china[j	china[j	PROPN
fbem-11469	292	12	]	]	PUNCT
fbem-11469	292	13	.	.	PUNCT
fbem-11469	293	1	tianjin	tianjin	PROPN
fbem-11469	293	2	social	social	ADJ
fbem-11469	293	3	science,2001(06):61	science,2001(06):61	PROPN
fbem-11469	293	4	-	-	SYM
fbem-11469	293	5	67	67	NUM
fbem-11469	293	6	.	.	PUNCT