id	sid	tid	token	lemma	pos
fbem-28224	1	1	frontiers	frontier	NOUN
fbem-28224	1	2	in	in	ADP
fbem-28224	1	3	business	business	NOUN
fbem-28224	1	4	,	,	PUNCT
fbem-28224	1	5	economics	economic	NOUN
fbem-28224	1	6	and	and	CCONJ
fbem-28224	1	7	management	management	NOUN
fbem-28224	1	8	issn	issn	PROPN
fbem-28224	1	9	:	:	PUNCT
fbem-28224	1	10	2766	2766	NUM
fbem-28224	1	11	-	-	PUNCT
fbem-28224	1	12	824x	824x	NUM
fbem-28224	1	13	|	|	ADJ
fbem-28224	1	14	vol	vol	NOUN
fbem-28224	1	15	.	.	PROPN
fbem-28224	1	16	17	17	NUM
fbem-28224	1	17	,	,	PUNCT
fbem-28224	1	18	no	no	INTJ
fbem-28224	1	19	.	.	NOUN
fbem-28224	1	20	3	3	NUM
fbem-28224	1	21	,	,	PUNCT
fbem-28224	1	22	2024	2024	NUM
fbem-28224	1	23	58	58	NUM
fbem-28224	1	24	empirical	empirical	ADJ
fbem-28224	1	25	study	study	NOUN
fbem-28224	1	26	on	on	ADP
fbem-28224	1	27	how	how	SCONJ
fbem-28224	1	28	ordinary	ordinary	ADJ
fbem-28224	1	29	shareholders	shareholder	NOUN
fbem-28224	1	30	avoid	avoid	VERB
fbem-28224	1	31	the	the	DET
fbem-28224	1	32	operational	operational	ADJ
fbem-28224	1	33	risk	risk	NOUN
fbem-28224	1	34	of	of	ADP
fbem-28224	1	35	listed	list	VERB
fbem-28224	1	36	companies	company	NOUN
fbem-28224	1	37	through	through	ADP
fbem-28224	1	38	public	public	ADJ
fbem-28224	1	39	information	information	NOUN
fbem-28224	1	40	shuqing	shuqe	VERB
fbem-28224	1	41	wang	wang	PROPN
fbem-28224	1	42	jinan	jinan	PROPN
fbem-28224	1	43	foreign	foreign	PROPN
fbem-28224	1	44	language	language	PROPN
fbem-28224	1	45	school	school	NOUN
fbem-28224	1	46	,	,	PUNCT
fbem-28224	1	47	jinan	jinan	PROPN
fbem-28224	1	48	,	,	PUNCT
fbem-28224	1	49	shandong	shandong	PROPN
fbem-28224	1	50	,	,	PUNCT
fbem-28224	1	51	china	china	PROPN
fbem-28224	1	52	13853151906@163.comcom	13853151906@163.comcom	NUM
fbem-28224	1	53	abstract	abstract	PROPN
fbem-28224	1	54	:	:	PUNCT
fbem-28224	1	55	in	in	ADP
fbem-28224	1	56	the	the	DET
fbem-28224	1	57	capital	capital	NOUN
fbem-28224	1	58	market	market	NOUN
fbem-28224	1	59	,	,	PUNCT
fbem-28224	1	60	individual	individual	ADJ
fbem-28224	1	61	investors	investor	NOUN
fbem-28224	1	62	face	face	VERB
fbem-28224	1	63	challenges	challenge	NOUN
fbem-28224	1	64	in	in	ADP
fbem-28224	1	65	identifying	identify	VERB
fbem-28224	1	66	and	and	CCONJ
fbem-28224	1	67	avoiding	avoid	VERB
fbem-28224	1	68	the	the	DET
fbem-28224	1	69	operational	operational	ADJ
fbem-28224	1	70	risks	risk	NOUN
fbem-28224	1	71	of	of	ADP
fbem-28224	1	72	listed	list	VERB
fbem-28224	1	73	companies	company	NOUN
fbem-28224	1	74	.	.	PUNCT
fbem-28224	2	1	this	this	DET
fbem-28224	2	2	study	study	NOUN
fbem-28224	2	3	focuses	focus	VERB
fbem-28224	2	4	on	on	ADP
fbem-28224	2	5	the	the	DET
fbem-28224	2	6	practical	practical	ADJ
fbem-28224	2	7	feasibility	feasibility	NOUN
fbem-28224	2	8	of	of	ADP
fbem-28224	2	9	risk	risk	NOUN
fbem-28224	2	10	management	management	NOUN
fbem-28224	2	11	using	use	VERB
fbem-28224	2	12	publicly	publicly	ADV
fbem-28224	2	13	available	available	ADJ
fbem-28224	2	14	information	information	NOUN
fbem-28224	2	15	,	,	PUNCT
fbem-28224	2	16	reviewing	review	VERB
fbem-28224	2	17	the	the	DET
fbem-28224	2	18	types	type	NOUN
fbem-28224	2	19	of	of	ADP
fbem-28224	2	20	operational	operational	ADJ
fbem-28224	2	21	risks	risk	NOUN
fbem-28224	2	22	and	and	CCONJ
fbem-28224	2	23	their	their	PRON
fbem-28224	2	24	influencing	influence	VERB
fbem-28224	2	25	factors	factor	NOUN
fbem-28224	2	26	,	,	PUNCT
fbem-28224	2	27	and	and	CCONJ
fbem-28224	2	28	analysing	analyse	VERB
fbem-28224	2	29	the	the	DET
fbem-28224	2	30	mechanisms	mechanism	NOUN
fbem-28224	2	31	and	and	CCONJ
fbem-28224	2	32	limitations	limitation	NOUN
fbem-28224	2	33	of	of	ADP
fbem-28224	2	34	obtaining	obtain	VERB
fbem-28224	2	35	public	public	ADJ
fbem-28224	2	36	information	information	NOUN
fbem-28224	2	37	.	.	PUNCT
fbem-28224	3	1	this	this	DET
fbem-28224	3	2	paper	paper	NOUN
fbem-28224	3	3	constructs	construct	VERB
fbem-28224	3	4	an	an	DET
fbem-28224	3	5	empirical	empirical	ADJ
fbem-28224	3	6	research	research	NOUN
fbem-28224	3	7	framework	framework	NOUN
fbem-28224	3	8	by	by	ADP
fbem-28224	3	9	collecting	collect	VERB
fbem-28224	3	10	and	and	CCONJ
fbem-28224	3	11	preprocessing	preprocesse	VERB
fbem-28224	3	12	relevant	relevant	ADJ
fbem-28224	3	13	data	datum	NOUN
fbem-28224	3	14	to	to	PART
fbem-28224	3	15	evaluate	evaluate	VERB
fbem-28224	3	16	the	the	DET
fbem-28224	3	17	specific	specific	ADJ
fbem-28224	3	18	role	role	NOUN
fbem-28224	3	19	of	of	ADP
fbem-28224	3	20	public	public	ADJ
fbem-28224	3	21	information	information	NOUN
fbem-28224	3	22	in	in	ADP
fbem-28224	3	23	helping	help	VERB
fbem-28224	3	24	investors	investor	NOUN
fbem-28224	3	25	avoid	avoid	VERB
fbem-28224	3	26	operational	operational	ADJ
fbem-28224	3	27	risks	risk	NOUN
fbem-28224	3	28	in	in	ADP
fbem-28224	3	29	listed	list	VERB
fbem-28224	3	30	companies	company	NOUN
fbem-28224	3	31	.	.	PUNCT
fbem-28224	4	1	the	the	DET
fbem-28224	4	2	research	research	NOUN
fbem-28224	4	3	findings	finding	NOUN
fbem-28224	4	4	reveal	reveal	VERB
fbem-28224	4	5	the	the	DET
fbem-28224	4	6	critical	critical	ADJ
fbem-28224	4	7	importance	importance	NOUN
fbem-28224	4	8	of	of	ADP
fbem-28224	4	9	effectively	effectively	ADV
fbem-28224	4	10	processing	process	VERB
fbem-28224	4	11	and	and	CCONJ
fbem-28224	4	12	utilising	utilise	VERB
fbem-28224	4	13	public	public	ADJ
fbem-28224	4	14	information	information	NOUN
fbem-28224	4	15	,	,	PUNCT
fbem-28224	4	16	and	and	CCONJ
fbem-28224	4	17	further	far	ADV
fbem-28224	4	18	validate	validate	VERB
fbem-28224	4	19	the	the	DET
fbem-28224	4	20	practical	practical	ADJ
fbem-28224	4	21	ity	ity	NOUN
fbem-28224	4	22	of	of	ADP
fbem-28224	4	23	the	the	DET
fbem-28224	4	24	theoretical	theoretical	ADJ
fbem-28224	4	25	results	result	NOUN
fbem-28224	4	26	through	through	ADP
fbem-28224	4	27	case	case	NOUN
fbem-28224	4	28	analysis	analysis	NOUN
fbem-28224	4	29	.	.	PUNCT
fbem-28224	5	1	keywords	keyword	NOUN
fbem-28224	5	2	:	:	PUNCT
fbem-28224	5	3	operational	operational	ADJ
fbem-28224	5	4	risks	risk	NOUN
fbem-28224	5	5	of	of	ADP
fbem-28224	5	6	listed	list	VERB
fbem-28224	5	7	companies	company	NOUN
fbem-28224	5	8	,	,	PUNCT
fbem-28224	5	9	risk	risk	NOUN
fbem-28224	5	10	avoidance	avoidance	NOUN
fbem-28224	5	11	,	,	PUNCT
fbem-28224	5	12	public	public	ADJ
fbem-28224	5	13	information	information	NOUN
fbem-28224	5	14	,	,	PUNCT
fbem-28224	5	15	empirical	empirical	ADJ
fbem-28224	5	16	research	research	NOUN
fbem-28224	5	17	,	,	PUNCT
fbem-28224	5	18	data	datum	NOUN
fbem-28224	5	19	analysis	analysis	NOUN
fbem-28224	5	20	,	,	PUNCT
fbem-28224	5	21	case	case	NOUN
fbem-28224	5	22	analysis	analysis	NOUN
fbem-28224	5	23	.	.	PUNCT
fbem-28224	6	1	1	1	X
fbem-28224	6	2	.	.	X
fbem-28224	6	3	introduction	introduction	NOUN
fbem-28224	6	4	the	the	DET
fbem-28224	6	5	management	management	NOUN
fbem-28224	6	6	of	of	ADP
fbem-28224	6	7	operational	operational	ADJ
fbem-28224	6	8	risks	risk	NOUN
fbem-28224	6	9	of	of	ADP
fbem-28224	6	10	listed	list	VERB
fbem-28224	6	11	companies	company	NOUN
fbem-28224	6	12	,	,	PUNCT
fbem-28224	6	13	especially	especially	ADV
fbem-28224	6	14	for	for	ADP
fbem-28224	6	15	ordinary	ordinary	ADJ
fbem-28224	6	16	shareholders	shareholder	NOUN
fbem-28224	6	17	,	,	PUNCT
fbem-28224	6	18	has	have	AUX
fbem-28224	6	19	become	become	VERB
fbem-28224	6	20	an	an	DET
fbem-28224	6	21	important	important	ADJ
fbem-28224	6	22	part	part	NOUN
fbem-28224	6	23	of	of	ADP
fbem-28224	6	24	enhancing	enhance	VERB
fbem-28224	6	25	the	the	DET
fbem-28224	6	26	effectiveness	effectiveness	NOUN
fbem-28224	6	27	of	of	ADP
fbem-28224	6	28	investment	investment	NOUN
fbem-28224	6	29	.	.	PUNCT
fbem-28224	7	1	according	accord	VERB
fbem-28224	7	2	to	to	ADP
fbem-28224	7	3	previous	previous	ADJ
fbem-28224	7	4	studies	study	NOUN
fbem-28224	7	5	,	,	PUNCT
fbem-28224	7	6	about	about	ADV
fbem-28224	7	7	80	80	NUM
fbem-28224	7	8	per	per	ADP
fbem-28224	7	9	cent	cent	NOUN
fbem-28224	7	10	of	of	ADP
fbem-28224	7	11	listed	list	VERB
fbem-28224	7	12	companies	company	NOUN
fbem-28224	7	13	have	have	VERB
fbem-28224	7	14	some	some	DET
fbem-28224	7	15	level	level	NOUN
fbem-28224	7	16	of	of	ADP
fbem-28224	7	17	risk	risk	NOUN
fbem-28224	7	18	in	in	ADP
fbem-28224	7	19	their	their	PRON
fbem-28224	7	20	operating	operating	NOUN
fbem-28224	7	21	practices	practice	NOUN
fbem-28224	7	22	,	,	PUNCT
fbem-28224	7	23	which	which	PRON
fbem-28224	7	24	has	have	VERB
fbem-28224	7	25	a	a	DET
fbem-28224	7	26	significant	significant	ADJ
fbem-28224	7	27	impact	impact	NOUN
fbem-28224	7	28	on	on	ADP
fbem-28224	7	29	investors	investor	NOUN
fbem-28224	7	30	'	'	PART
fbem-28224	7	31	decision	decision	NOUN
fbem-28224	7	32	-	-	PUNCT
fbem-28224	7	33	making	making	NOUN
fbem-28224	7	34	.	.	PUNCT
fbem-28224	8	1	therefore	therefore	ADV
fbem-28224	8	2	,	,	PUNCT
fbem-28224	8	3	ordinary	ordinary	ADJ
fbem-28224	8	4	shareholders	shareholder	NOUN
fbem-28224	8	5	need	need	VERB
fbem-28224	8	6	to	to	PART
fbem-28224	8	7	rely	rely	VERB
fbem-28224	8	8	on	on	ADP
fbem-28224	8	9	the	the	DET
fbem-28224	8	10	effective	effective	ADJ
fbem-28224	8	11	use	use	NOUN
fbem-28224	8	12	of	of	ADP
fbem-28224	8	13	public	public	ADJ
fbem-28224	8	14	information	information	NOUN
fbem-28224	8	15	to	to	PART
fbem-28224	8	16	avoid	avoid	VERB
fbem-28224	8	17	these	these	DET
fbem-28224	8	18	risks	risk	NOUN
fbem-28224	8	19	.	.	PUNCT
fbem-28224	9	1	this	this	DET
fbem-28224	9	2	study	study	NOUN
fbem-28224	9	3	adopts	adopt	VERB
fbem-28224	9	4	the	the	DET
fbem-28224	9	5	event	event	NOUN
fbem-28224	9	6	study	study	NOUN
fbem-28224	9	7	method	method	NOUN
fbem-28224	9	8	to	to	PART
fbem-28224	9	9	reveal	reveal	VERB
fbem-28224	9	10	the	the	DET
fbem-28224	9	11	relationship	relationship	NOUN
fbem-28224	9	12	between	between	ADP
fbem-28224	9	13	information	information	NOUN
fbem-28224	9	14	disclosure	disclosure	NOUN
fbem-28224	9	15	and	and	CCONJ
fbem-28224	9	16	stock	stock	NOUN
fbem-28224	9	17	price	price	NOUN
fbem-28224	9	18	volatility	volatility	NOUN
fbem-28224	9	19	by	by	ADP
fbem-28224	9	20	analysing	analyse	VERB
fbem-28224	9	21	the	the	DET
fbem-28224	9	22	market	market	NOUN
fbem-28224	9	23	reaction	reaction	NOUN
fbem-28224	9	24	after	after	SCONJ
fbem-28224	9	25	listed	list	VERB
fbem-28224	9	26	companies	company	NOUN
fbem-28224	9	27	release	release	VERB
fbem-28224	9	28	financial	financial	ADJ
fbem-28224	9	29	reports	report	NOUN
fbem-28224	9	30	,	,	PUNCT
fbem-28224	9	31	earnings	earning	NOUN
fbem-28224	9	32	previews	preview	NOUN
fbem-28224	9	33	and	and	CCONJ
fbem-28224	9	34	disclosure	disclosure	NOUN
fbem-28224	9	35	of	of	ADP
fbem-28224	9	36	significant	significant	ADJ
fbem-28224	9	37	events	event	NOUN
fbem-28224	9	38	.	.	PUNCT
fbem-28224	10	1	the	the	DET
fbem-28224	10	2	analysis	analysis	NOUN
fbem-28224	10	3	includes	include	VERB
fbem-28224	10	4	300	300	NUM
fbem-28224	10	5	listed	list	VERB
fbem-28224	10	6	companies	company	NOUN
fbem-28224	10	7	on	on	ADP
fbem-28224	10	8	the	the	DET
fbem-28224	10	9	shanghai	shanghai	PROPN
fbem-28224	10	10	and	and	CCONJ
fbem-28224	10	11	shenzhen	shenzhen	PROPN
fbem-28224	10	12	exchanges	exchange	NOUN
fbem-28224	10	13	between	between	ADP
fbem-28224	10	14	2015	2015	NUM
fbem-28224	10	15	and	and	CCONJ
fbem-28224	10	16	2020	2020	NUM
fbem-28224	10	17	,	,	PUNCT
fbem-28224	10	18	and	and	CCONJ
fbem-28224	10	19	the	the	DET
fbem-28224	10	20	samples	sample	NOUN
fbem-28224	10	21	selected	select	VERB
fbem-28224	10	22	cover	cover	VERB
fbem-28224	10	23	various	various	ADJ
fbem-28224	10	24	industries	industry	NOUN
fbem-28224	10	25	to	to	PART
fbem-28224	10	26	ensure	ensure	VERB
fbem-28224	10	27	the	the	DET
fbem-28224	10	28	universality	universality	NOUN
fbem-28224	10	29	and	and	CCONJ
fbem-28224	10	30	representativeness	representativeness	ADJ
fbem-28224	10	31	of	of	ADP
fbem-28224	10	32	the	the	DET
fbem-28224	10	33	results	result	NOUN
fbem-28224	10	34	.	.	PUNCT
fbem-28224	11	1	in	in	ADP
fbem-28224	11	2	terms	term	NOUN
fbem-28224	11	3	of	of	ADP
fbem-28224	11	4	data	datum	NOUN
fbem-28224	11	5	collection	collection	NOUN
fbem-28224	11	6	,	,	PUNCT
fbem-28224	11	7	wind	wind	NOUN
fbem-28224	11	8	and	and	CCONJ
fbem-28224	11	9	flush	flush	ADJ
fbem-28224	11	10	financial	financial	ADJ
fbem-28224	11	11	terminals	terminal	NOUN
fbem-28224	11	12	were	be	AUX
fbem-28224	11	13	used	use	VERB
fbem-28224	11	14	to	to	PART
fbem-28224	11	15	obtain	obtain	VERB
fbem-28224	11	16	relevant	relevant	ADJ
fbem-28224	11	17	financial	financial	ADJ
fbem-28224	11	18	data	datum	NOUN
fbem-28224	11	19	and	and	CCONJ
fbem-28224	11	20	event	event	NOUN
fbem-28224	11	21	dates	date	VERB
fbem-28224	11	22	in	in	ADP
fbem-28224	11	23	order	order	NOUN
fbem-28224	11	24	to	to	PART
fbem-28224	11	25	develop	develop	VERB
fbem-28224	11	26	the	the	DET
fbem-28224	11	27	corresponding	corresponding	ADJ
fbem-28224	11	28	research	research	NOUN
fbem-28224	11	29	framework	framework	NOUN
fbem-28224	11	30	.	.	PUNCT
fbem-28224	12	1	to	to	PART
fbem-28224	12	2	explore	explore	VERB
fbem-28224	12	3	the	the	DET
fbem-28224	12	4	effectiveness	effectiveness	NOUN
fbem-28224	12	5	of	of	ADP
fbem-28224	12	6	information	information	NOUN
fbem-28224	12	7	disclosure	disclosure	NOUN
fbem-28224	12	8	,	,	PUNCT
fbem-28224	12	9	a	a	DET
fbem-28224	12	10	multiple	multiple	ADJ
fbem-28224	12	11	linear	linear	ADJ
fbem-28224	12	12	regression	regression	NOUN
fbem-28224	12	13	model	model	NOUN
fbem-28224	12	14	is	be	AUX
fbem-28224	12	15	used	use	VERB
fbem-28224	12	16	to	to	PART
fbem-28224	12	17	analyse	analyse	VERB
fbem-28224	12	18	the	the	DET
fbem-28224	12	19	independent	independent	ADJ
fbem-28224	12	20	variables	variable	NOUN
fbem-28224	12	21	including	include	VERB
fbem-28224	12	22	the	the	DET
fbem-28224	12	23	rate	rate	NOUN
fbem-28224	12	24	of	of	ADP
fbem-28224	12	25	change	change	NOUN
fbem-28224	12	26	in	in	ADP
fbem-28224	12	27	closing	closing	NOUN
fbem-28224	12	28	price	price	NOUN
fbem-28224	12	29	,	,	PUNCT
fbem-28224	12	30	the	the	DET
fbem-28224	12	31	rate	rate	NOUN
fbem-28224	12	32	of	of	ADP
fbem-28224	12	33	change	change	NOUN
fbem-28224	12	34	in	in	ADP
fbem-28224	12	35	trading	trading	NOUN
fbem-28224	12	36	volume	volume	NOUN
fbem-28224	12	37	before	before	ADP
fbem-28224	12	38	and	and	CCONJ
fbem-28224	12	39	after	after	ADP
fbem-28224	12	40	the	the	DET
fbem-28224	12	41	announcement	announcement	NOUN
fbem-28224	12	42	,	,	PUNCT
fbem-28224	12	43	and	and	CCONJ
fbem-28224	12	44	the	the	DET
fbem-28224	12	45	market	market	NOUN
fbem-28224	12	46	sentiment	sentiment	NOUN
fbem-28224	12	47	index	index	NOUN
fbem-28224	12	48	on	on	ADP
fbem-28224	12	49	the	the	DET
fbem-28224	12	50	announcement	announcement	NOUN
fbem-28224	12	51	date	date	NOUN
fbem-28224	12	52	.	.	PUNCT
fbem-28224	13	1	the	the	DET
fbem-28224	13	2	study	study	NOUN
fbem-28224	13	3	also	also	ADV
fbem-28224	13	4	examines	examine	VERB
fbem-28224	13	5	the	the	DET
fbem-28224	13	6	frequency	frequency	NOUN
fbem-28224	13	7	and	and	CCONJ
fbem-28224	13	8	sentiment	sentiment	NOUN
fbem-28224	13	9	tendency	tendency	NOUN
fbem-28224	13	10	of	of	ADP
fbem-28224	13	11	keywords	keyword	NOUN
fbem-28224	13	12	in	in	ADP
fbem-28224	13	13	the	the	DET
fbem-28224	13	14	public	public	ADJ
fbem-28224	13	15	information	information	NOUN
fbem-28224	13	16	based	base	VERB
fbem-28224	13	17	on	on	ADP
fbem-28224	13	18	textual	textual	ADJ
fbem-28224	13	19	analysis	analysis	NOUN
fbem-28224	13	20	,	,	PUNCT
fbem-28224	13	21	and	and	CCONJ
fbem-28224	13	22	uses	use	VERB
fbem-28224	13	23	natural	natural	ADJ
fbem-28224	13	24	language	language	NOUN
fbem-28224	13	25	processing	processing	NOUN
fbem-28224	13	26	technology	technology	NOUN
fbem-28224	13	27	to	to	PART
fbem-28224	13	28	identify	identify	VERB
fbem-28224	13	29	negative	negative	ADJ
fbem-28224	13	30	words	word	NOUN
fbem-28224	13	31	related	relate	VERB
fbem-28224	13	32	to	to	ADP
fbem-28224	13	33	business	business	NOUN
fbem-28224	13	34	risks	risk	NOUN
fbem-28224	13	35	and	and	CCONJ
fbem-28224	13	36	establish	establish	VERB
fbem-28224	13	37	a	a	DET
fbem-28224	13	38	risk	risk	NOUN
fbem-28224	13	39	warning	warning	NOUN
fbem-28224	13	40	model	model	NOUN
fbem-28224	13	41	,	,	PUNCT
fbem-28224	13	42	which	which	PRON
fbem-28224	13	43	significantly	significantly	ADV
fbem-28224	13	44	improves	improve	VERB
fbem-28224	13	45	the	the	DET
fbem-28224	13	46	readability	readability	NOUN
fbem-28224	13	47	and	and	CCONJ
fbem-28224	13	48	operability	operability	NOUN
fbem-28224	13	49	of	of	ADP
fbem-28224	13	50	the	the	DET
fbem-28224	13	51	information	information	NOUN
fbem-28224	13	52	.	.	PUNCT
fbem-28224	14	1	2	2	X
fbem-28224	14	2	.	.	X
fbem-28224	14	3	overview	overview	NOUN
fbem-28224	14	4	of	of	ADP
fbem-28224	14	5	operational	operational	ADJ
fbem-28224	14	6	risk	risk	NOUN
fbem-28224	14	7	of	of	ADP
fbem-28224	14	8	listed	list	VERB
fbem-28224	14	9	companies	company	NOUN
fbem-28224	14	10	operational	operational	ADJ
fbem-28224	14	11	risk	risk	NOUN
fbem-28224	14	12	is	be	AUX
fbem-28224	14	13	usually	usually	ADV
fbem-28224	14	14	categorised	categorise	VERB
fbem-28224	14	15	as	as	ADP
fbem-28224	14	16	market	market	NOUN
fbem-28224	14	17	risk	risk	NOUN
fbem-28224	14	18	,	,	PUNCT
fbem-28224	14	19	credit	credit	NOUN
fbem-28224	14	20	risk	risk	NOUN
fbem-28224	14	21	,	,	PUNCT
fbem-28224	14	22	operational	operational	ADJ
fbem-28224	14	23	risk	risk	NOUN
fbem-28224	14	24	and	and	CCONJ
fbem-28224	14	25	legal	legal	ADJ
fbem-28224	14	26	risk	risk	NOUN
fbem-28224	14	27	.	.	PUNCT
fbem-28224	15	1	market	market	NOUN
fbem-28224	15	2	risk	risk	NOUN
fbem-28224	15	3	arises	arise	VERB
fbem-28224	15	4	from	from	ADP
fbem-28224	15	5	changes	change	NOUN
fbem-28224	15	6	in	in	ADP
fbem-28224	15	7	the	the	DET
fbem-28224	15	8	market	market	NOUN
fbem-28224	15	9	environment	environment	NOUN
fbem-28224	15	10	,	,	PUNCT
fbem-28224	15	11	including	include	VERB
fbem-28224	15	12	fluctuations	fluctuation	NOUN
fbem-28224	15	13	in	in	ADP
fbem-28224	15	14	interest	interest	NOUN
fbem-28224	15	15	rates	rate	NOUN
fbem-28224	15	16	,	,	PUNCT
fbem-28224	15	17	exchange	exchange	NOUN
fbem-28224	15	18	rates	rate	NOUN
fbem-28224	15	19	and	and	CCONJ
fbem-28224	15	20	commodity	commodity	NOUN
fbem-28224	15	21	prices	price	NOUN
fbem-28224	15	22	,	,	PUNCT
fbem-28224	15	23	and	and	CCONJ
fbem-28224	15	24	directly	directly	ADV
fbem-28224	15	25	affects	affect	VERB
fbem-28224	15	26	a	a	DET
fbem-28224	15	27	company	company	NOUN
fbem-28224	15	28	's	's	PART
fbem-28224	15	29	revenue	revenue	NOUN
fbem-28224	15	30	and	and	CCONJ
fbem-28224	15	31	cost	cost	NOUN
fbem-28224	15	32	structure	structure	NOUN
fbem-28224	15	33	.	.	PUNCT
fbem-28224	16	1	according	accord	VERB
fbem-28224	16	2	to	to	ADP
fbem-28224	16	3	data	datum	NOUN
fbem-28224	16	4	,	,	PUNCT
fbem-28224	16	5	the	the	DET
fbem-28224	16	6	impact	impact	NOUN
fbem-28224	16	7	of	of	ADP
fbem-28224	16	8	this	this	DET
fbem-28224	16	9	type	type	NOUN
fbem-28224	16	10	of	of	ADP
fbem-28224	16	11	risk	risk	NOUN
fbem-28224	16	12	can	can	AUX
fbem-28224	16	13	lead	lead	VERB
fbem-28224	16	14	to	to	ADP
fbem-28224	16	15	fluctuations	fluctuation	NOUN
fbem-28224	16	16	in	in	ADP
fbem-28224	16	17	a	a	DET
fbem-28224	16	18	company	company	NOUN
fbem-28224	16	19	's	's	PART
fbem-28224	16	20	net	net	ADJ
fbem-28224	16	21	profit	profit	NOUN
fbem-28224	16	22	of	of	ADP
fbem-28224	16	23	up	up	ADP
fbem-28224	16	24	to	to	PART
fbem-28224	16	25	30	30	NUM
fbem-28224	16	26	per	per	NOUN
fbem-28224	16	27	cent	cent	NOUN
fbem-28224	16	28	or	or	CCONJ
fbem-28224	16	29	more	more	ADJ
fbem-28224	16	30	,	,	PUNCT
fbem-28224	16	31	which	which	PRON
fbem-28224	16	32	can	can	AUX
fbem-28224	16	33	lead	lead	VERB
fbem-28224	16	34	to	to	ADP
fbem-28224	16	35	a	a	DET
fbem-28224	16	36	financial	financial	ADJ
fbem-28224	16	37	crisis	crisis	NOUN
fbem-28224	16	38	in	in	ADP
fbem-28224	16	39	severe	severe	ADJ
fbem-28224	16	40	cases	case	NOUN
fbem-28224	16	41	.	.	PUNCT
fbem-28224	17	1	credit	credit	NOUN
fbem-28224	17	2	risk	risk	NOUN
fbem-28224	17	3	,	,	PUNCT
fbem-28224	17	4	on	on	ADP
fbem-28224	17	5	the	the	DET
fbem-28224	17	6	other	other	ADJ
fbem-28224	17	7	hand	hand	NOUN
fbem-28224	17	8	,	,	PUNCT
fbem-28224	17	9	refers	refer	VERB
fbem-28224	17	10	to	to	ADP
fbem-28224	17	11	losses	loss	NOUN
fbem-28224	17	12	due	due	ADP
fbem-28224	17	13	to	to	ADP
fbem-28224	17	14	customer	customer	NOUN
fbem-28224	17	15	default	default	NOUN
fbem-28224	17	16	or	or	CCONJ
fbem-28224	17	17	deterioration	deterioration	NOUN
fbem-28224	17	18	of	of	ADP
fbem-28224	17	19	financial	financial	ADJ
fbem-28224	17	20	position	position	NOUN
fbem-28224	17	21	.	.	PUNCT
fbem-28224	18	1	during	during	ADP
fbem-28224	18	2	the	the	DET
fbem-28224	18	3	financial	financial	ADJ
fbem-28224	18	4	crisis	crisis	NOUN
fbem-28224	18	5	,	,	PUNCT
fbem-28224	18	6	about	about	ADV
fbem-28224	18	7	40	40	NUM
fbem-28224	18	8	per	per	ADP
fbem-28224	18	9	cent	cent	NOUN
fbem-28224	18	10	of	of	ADP
fbem-28224	18	11	smes	sme	NOUN
fbem-28224	18	12	suffered	suffer	VERB
fbem-28224	18	13	significant	significant	ADJ
fbem-28224	18	14	financial	financial	ADJ
fbem-28224	18	15	losses	loss	NOUN
fbem-28224	18	16	due	due	ADP
fbem-28224	18	17	to	to	ADP
fbem-28224	18	18	customer	customer	NOUN
fbem-28224	18	19	defaults	default	NOUN
fbem-28224	18	20	.	.	PUNCT
fbem-28224	19	1	there	there	PRON
fbem-28224	19	2	are	be	VERB
fbem-28224	19	3	significant	significant	ADJ
fbem-28224	19	4	differences	difference	NOUN
fbem-28224	19	5	in	in	ADP
fbem-28224	19	6	the	the	DET
fbem-28224	19	7	operational	operational	ADJ
fbem-28224	19	8	risks	risk	NOUN
fbem-28224	19	9	faced	face	VERB
fbem-28224	19	10	by	by	ADP
fbem-28224	19	11	different	different	ADJ
fbem-28224	19	12	industries	industry	NOUN
fbem-28224	19	13	,	,	PUNCT
fbem-28224	19	14	for	for	ADP
fbem-28224	19	15	example	example	NOUN
fbem-28224	19	16	,	,	PUNCT
fbem-28224	19	17	credit	credit	NOUN
fbem-28224	19	18	risk	risk	NOUN
fbem-28224	19	19	and	and	CCONJ
fbem-28224	19	20	market	market	NOUN
fbem-28224	19	21	risk	risk	NOUN
fbem-28224	19	22	account	account	VERB
fbem-28224	19	23	for	for	ADP
fbem-28224	19	24	as	as	ADV
fbem-28224	19	25	much	much	ADJ
fbem-28224	19	26	as	as	ADP
fbem-28224	19	27	70	70	NUM
fbem-28224	19	28	per	per	ADP
fbem-28224	19	29	cent	cent	NOUN
fbem-28224	19	30	in	in	ADP
fbem-28224	19	31	the	the	DET
fbem-28224	19	32	financial	financial	ADJ
fbem-28224	19	33	industry	industry	NOUN
fbem-28224	19	34	,	,	PUNCT
fbem-28224	19	35	while	while	SCONJ
fbem-28224	19	36	the	the	DET
fbem-28224	19	37	manufacturing	manufacturing	NOUN
fbem-28224	19	38	industry	industry	NOUN
fbem-28224	19	39	is	be	AUX
fbem-28224	19	40	more	more	ADV
fbem-28224	19	41	affected	affect	VERB
fbem-28224	19	42	by	by	ADP
fbem-28224	19	43	operational	operational	ADJ
fbem-28224	19	44	risk	risk	NOUN
fbem-28224	19	45	and	and	CCONJ
fbem-28224	19	46	market	market	NOUN
fbem-28224	19	47	risk	risk	NOUN
fbem-28224	19	48	.	.	PUNCT
fbem-28224	20	1	risk	risk	NOUN
fbem-28224	20	2	indicators	indicator	NOUN
fbem-28224	20	3	,	,	PUNCT
fbem-28224	20	4	such	such	ADJ
fbem-28224	20	5	as	as	ADP
fbem-28224	20	6	debt	debt	NOUN
fbem-28224	20	7	ratios	ratio	NOUN
fbem-28224	20	8	,	,	PUNCT
fbem-28224	20	9	current	current	ADJ
fbem-28224	20	10	ratios	ratio	NOUN
fbem-28224	20	11	and	and	CCONJ
fbem-28224	20	12	cash	cash	NOUN
fbem-28224	20	13	flow	flow	NOUN
fbem-28224	20	14	coverage	coverage	NOUN
fbem-28224	20	15	ratios	ratio	NOUN
fbem-28224	20	16	,	,	PUNCT
fbem-28224	20	17	can	can	AUX
fbem-28224	20	18	be	be	AUX
fbem-28224	20	19	distilled	distil	VERB
fbem-28224	20	20	by	by	ADP
fbem-28224	20	21	analysing	analyse	VERB
fbem-28224	20	22	the	the	DET
fbem-28224	20	23	financial	financial	ADJ
fbem-28224	20	24	reports	report	NOUN
fbem-28224	20	25	of	of	ADP
fbem-28224	20	26	listed	list	VERB
fbem-28224	20	27	companies	company	NOUN
fbem-28224	20	28	.	.	PUNCT
fbem-28224	21	1	abnormal	abnormal	ADJ
fbem-28224	21	2	changes	change	NOUN
fbem-28224	21	3	in	in	ADP
fbem-28224	21	4	these	these	DET
fbem-28224	21	5	financial	financial	ADJ
fbem-28224	21	6	ratios	ratio	NOUN
fbem-28224	21	7	often	often	ADV
fbem-28224	21	8	signal	signal	VERB
fbem-28224	21	9	potential	potential	ADJ
fbem-28224	21	10	product	product	NOUN
fbem-28224	21	11	quality	quality	NOUN
fbem-28224	21	12	problems	problem	NOUN
fbem-28224	21	13	or	or	CCONJ
fbem-28224	21	14	mismanagement	mismanagement	NOUN
fbem-28224	21	15	,	,	PUNCT
fbem-28224	21	16	which	which	PRON
fbem-28224	21	17	can	can	AUX
fbem-28224	21	18	be	be	AUX
fbem-28224	21	19	used	use	VERB
fbem-28224	21	20	by	by	ADP
fbem-28224	21	21	shareholders	shareholder	NOUN
fbem-28224	21	22	and	and	CCONJ
fbem-28224	21	23	investors	investor	NOUN
fbem-28224	21	24	to	to	PART
fbem-28224	21	25	assess	assess	VERB
fbem-28224	21	26	a	a	DET
fbem-28224	21	27	company	company	NOUN
fbem-28224	21	28	's	's	PART
fbem-28224	21	29	operational	operational	ADJ
fbem-28224	21	30	health	health	NOUN
fbem-28224	21	31	.	.	PUNCT
fbem-28224	22	1	3	3	X
fbem-28224	22	2	.	.	X
fbem-28224	22	3	data	datum	NOUN
fbem-28224	22	4	acquisition	acquisition	NOUN
fbem-28224	22	5	and	and	CCONJ
fbem-28224	22	6	pre	pre	ADJ
fbem-28224	22	7	-	-	ADJ
fbem-28224	22	8	processing	processing	ADJ
fbem-28224	22	9	aiming	aiming	NOUN
fbem-28224	22	10	at	at	ADP
fbem-28224	22	11	the	the	DET
fbem-28224	22	12	needs	need	NOUN
fbem-28224	22	13	of	of	ADP
fbem-28224	22	14	common	common	ADJ
fbem-28224	22	15	stockholders	stockholder	NOUN
fbem-28224	22	16	to	to	PART
fbem-28224	22	17	avoid	avoid	VERB
fbem-28224	22	18	the	the	DET
fbem-28224	22	19	business	business	NOUN
fbem-28224	22	20	risks	risk	NOUN
fbem-28224	22	21	of	of	ADP
fbem-28224	22	22	listed	list	VERB
fbem-28224	22	23	companies	company	NOUN
fbem-28224	22	24	based	base	VERB
fbem-28224	22	25	on	on	ADP
fbem-28224	22	26	public	public	ADJ
fbem-28224	22	27	information	information	NOUN
fbem-28224	22	28	,	,	PUNCT
fbem-28224	22	29	this	this	DET
fbem-28224	22	30	study	study	NOUN
fbem-28224	22	31	designs	design	VERB
fbem-28224	22	32	a	a	DET
fbem-28224	22	33	systematic	systematic	ADJ
fbem-28224	22	34	data	datum	NOUN
fbem-28224	22	35	collection	collection	NOUN
fbem-28224	22	36	and	and	CCONJ
fbem-28224	22	37	preprocessing	preprocessing	NOUN
fbem-28224	22	38	programme	programme	NOUN
fbem-28224	22	39	.	.	PUNCT
fbem-28224	23	1	the	the	DET
fbem-28224	23	2	collection	collection	NOUN
fbem-28224	23	3	session	session	NOUN
fbem-28224	23	4	is	be	AUX
fbem-28224	23	5	based	base	VERB
fbem-28224	23	6	on	on	ADP
fbem-28224	23	7	a	a	DET
fbem-28224	23	8	data	data	NOUN
fbem-28224	23	9	collection	collection	NOUN
fbem-28224	23	10	table	table	NOUN
fbem-28224	23	11	covering	cover	VERB
fbem-28224	23	12	multiple	multiple	ADJ
fbem-28224	23	13	dimensions	dimension	NOUN
fbem-28224	23	14	such	such	ADJ
fbem-28224	23	15	as	as	ADP
fbem-28224	23	16	corporate	corporate	ADJ
fbem-28224	23	17	information	information	NOUN
fbem-28224	23	18	,	,	PUNCT
fbem-28224	23	19	investor	investor	NOUN
fbem-28224	23	20	information	information	NOUN
fbem-28224	23	21	and	and	CCONJ
fbem-28224	23	22	market	market	NOUN
fbem-28224	23	23	information	information	NOUN
fbem-28224	23	24	,	,	PUNCT
fbem-28224	23	25	involving	involve	VERB
fbem-28224	23	26	a	a	DET
fbem-28224	23	27	data	datum	NOUN
fbem-28224	23	28	magnitude	magnitude	NOUN
fbem-28224	23	29	of	of	ADP
fbem-28224	23	30	3,000	3,000	NUM
fbem-28224	23	31	companies	company	NOUN
fbem-28224	23	32	and	and	CCONJ
fbem-28224	23	33	covering	cover	VERB
fbem-28224	23	34	historical	historical	ADJ
fbem-28224	23	35	data	datum	NOUN
fbem-28224	23	36	from	from	ADP
fbem-28224	23	37	2015	2015	NUM
fbem-28224	23	38	to	to	ADP
fbem-28224	23	39	2022	2022	NUM
fbem-28224	23	40	.	.	PUNCT
fbem-28224	24	1	the	the	DET
fbem-28224	24	2	data	data	PROPN
fbem-28224	24	3	collection	collection	NOUN
fbem-28224	24	4	table	table	NOUN
fbem-28224	24	5	specifically	specifically	ADV
fbem-28224	24	6	defines	define	VERB
fbem-28224	24	7	each	each	DET
fbem-28224	24	8	data	datum	NOUN
fbem-28224	24	9	59	59	NUM
fbem-28224	24	10	subcategory	subcategory	NOUN
fbem-28224	24	11	and	and	CCONJ
fbem-28224	24	12	the	the	DET
fbem-28224	24	13	corresponding	correspond	VERB
fbem-28224	24	14	sources	source	NOUN
fbem-28224	24	15	,	,	PUNCT
fbem-28224	24	16	indicators	indicator	NOUN
fbem-28224	24	17	and	and	CCONJ
fbem-28224	24	18	magnitudes	magnitude	NOUN
fbem-28224	24	19	.	.	PUNCT
fbem-28224	25	1	during	during	ADP
fbem-28224	25	2	the	the	DET
fbem-28224	25	3	data	data	NOUN
fbem-28224	25	4	collection	collection	NOUN
fbem-28224	25	5	process	process	NOUN
fbem-28224	25	6	,	,	PUNCT
fbem-28224	25	7	special	special	ADJ
fbem-28224	25	8	attention	attention	NOUN
fbem-28224	25	9	is	be	AUX
fbem-28224	25	10	paid	pay	VERB
fbem-28224	25	11	to	to	ADP
fbem-28224	25	12	the	the	DET
fbem-28224	25	13	credibility	credibility	NOUN
fbem-28224	25	14	of	of	ADP
fbem-28224	25	15	the	the	DET
fbem-28224	25	16	data	datum	NOUN
fbem-28224	25	17	sources	source	NOUN
fbem-28224	25	18	as	as	ADV
fbem-28224	25	19	well	well	ADV
fbem-28224	25	20	as	as	ADP
fbem-28224	25	21	the	the	DET
fbem-28224	25	22	timeliness	timeliness	NOUN
fbem-28224	25	23	and	and	CCONJ
fbem-28224	25	24	completeness	completeness	NOUN
fbem-28224	25	25	of	of	ADP
fbem-28224	25	26	the	the	DET
fbem-28224	25	27	data	datum	NOUN
fbem-28224	25	28	to	to	PART
fbem-28224	25	29	ensure	ensure	VERB
fbem-28224	25	30	that	that	SCONJ
fbem-28224	25	31	the	the	DET
fbem-28224	25	32	samples	sample	NOUN
fbem-28224	25	33	are	be	AUX
fbem-28224	25	34	fully	fully	ADV
fbem-28224	25	35	representative	representative	ADJ
fbem-28224	25	36	of	of	ADP
fbem-28224	25	37	the	the	DET
fbem-28224	25	38	phenomenon	phenomenon	NOUN
fbem-28224	25	39	being	be	AUX
fbem-28224	25	40	studied	study	VERB
fbem-28224	25	41	.	.	PUNCT
fbem-28224	26	1	the	the	DET
fbem-28224	26	2	preprocessing	preprocessing	NOUN
fbem-28224	26	3	session	session	NOUN
fbem-28224	26	4	uses	use	VERB
fbem-28224	26	5	python	python	NOUN
fbem-28224	26	6	as	as	ADP
fbem-28224	26	7	the	the	DET
fbem-28224	26	8	main	main	ADJ
fbem-28224	26	9	tool	tool	NOUN
fbem-28224	26	10	to	to	PART
fbem-28224	26	11	clean	clean	VERB
fbem-28224	26	12	and	and	CCONJ
fbem-28224	26	13	transform	transform	VERB
fbem-28224	26	14	the	the	DET
fbem-28224	26	15	raw	raw	ADJ
fbem-28224	26	16	data	datum	NOUN
fbem-28224	26	17	based	base	VERB
fbem-28224	26	18	on	on	ADP
fbem-28224	26	19	a	a	DET
fbem-28224	26	20	mature	mature	ADJ
fbem-28224	26	21	data	datum	NOUN
fbem-28224	26	22	processing	processing	NOUN
fbem-28224	26	23	library	library	NOUN
fbem-28224	26	24	.	.	PUNCT
fbem-28224	27	1	the	the	DET
fbem-28224	27	2	data	datum	NOUN
fbem-28224	27	3	preprocessing	preprocesse	VERB
fbem-28224	27	4	code	code	NOUN
fbem-28224	27	5	contains	contain	VERB
fbem-28224	27	6	different	different	ADJ
fbem-28224	27	7	levels	level	NOUN
fbem-28224	27	8	of	of	ADP
fbem-28224	27	9	processing	processing	NOUN
fbem-28224	27	10	flow	flow	NOUN
fbem-28224	27	11	,	,	PUNCT
fbem-28224	27	12	in	in	ADP
fbem-28224	27	13	which	which	PRON
fbem-28224	27	14	the	the	DET
fbem-28224	27	15	cleaning	clean	VERB
fbem-28224	27	16	data	data	NOUN
fbem-28224	27	17	session	session	NOUN
fbem-28224	27	18	ensures	ensure	VERB
fbem-28224	27	19	data	datum	NOUN
fbem-28224	27	20	integrity	integrity	NOUN
fbem-28224	27	21	by	by	ADP
fbem-28224	27	22	removing	remove	VERB
fbem-28224	27	23	missing	missing	ADJ
fbem-28224	27	24	values	value	NOUN
fbem-28224	27	25	as	as	ADV
fbem-28224	27	26	well	well	ADV
fbem-28224	27	27	as	as	ADP
fbem-28224	27	28	filling	fill	VERB
fbem-28224	27	29	in	in	ADP
fbem-28224	27	30	missing	miss	VERB
fbem-28224	27	31	values	value	NOUN
fbem-28224	27	32	.	.	PUNCT
fbem-28224	28	1	the	the	DET
fbem-28224	28	2	exception	exception	NOUN
fbem-28224	28	3	handling	handling	NOUN
fbem-28224	28	4	mechanism	mechanism	NOUN
fbem-28224	28	5	ensures	ensure	VERB
fbem-28224	28	6	the	the	DET
fbem-28224	28	7	stability	stability	NOUN
fbem-28224	28	8	and	and	CCONJ
fbem-28224	28	9	robustness	robustness	NOUN
fbem-28224	28	10	of	of	ADP
fbem-28224	28	11	the	the	DET
fbem-28224	28	12	preprocessing	preprocessing	NOUN
fbem-28224	28	13	process	process	NOUN
fbem-28224	28	14	,	,	PUNCT
fbem-28224	28	15	and	and	CCONJ
fbem-28224	28	16	the	the	DET
fbem-28224	28	17	preprocessed	preprocesse	VERB
fbem-28224	28	18	data	datum	NOUN
fbem-28224	28	19	is	be	AUX
fbem-28224	28	20	collated	collate	VERB
fbem-28224	28	21	into	into	ADP
fbem-28224	28	22	a	a	DET
fbem-28224	28	23	clean	clean	ADJ
fbem-28224	28	24	dataframe	dataframe	ADJ
fbem-28224	28	25	`	`	PUNCT
fbem-28224	28	26	df_cleaned	df_cleaned	ADJ
fbem-28224	28	27	`	`	PUNCT
fbem-28224	28	28	.	.	PUNCT
fbem-28224	29	1	quality	quality	NOUN
fbem-28224	29	2	assurance	assurance	NOUN
fbem-28224	29	3	measures	measure	NOUN
fbem-28224	29	4	such	such	ADJ
fbem-28224	29	5	as	as	ADP
fbem-28224	29	6	data	data	NOUN
fbem-28224	29	7	consistency	consistency	NOUN
fbem-28224	29	8	check	check	NOUN
fbem-28224	29	9	,	,	PUNCT
fbem-28224	29	10	time	time	NOUN
fbem-28224	29	11	series	series	PROPN
fbem-28224	29	12	analysis	analysis	NOUN
fbem-28224	29	13	,	,	PUNCT
fbem-28224	29	14	cross	cross	VERB
fbem-28224	29	15	validation	validation	NOUN
fbem-28224	29	16	,	,	PUNCT
fbem-28224	29	17	etc	etc	X
fbem-28224	29	18	.	.	X
fbem-28224	29	19	are	be	AUX
fbem-28224	29	20	carefully	carefully	ADV
fbem-28224	29	21	considered	consider	VERB
fbem-28224	29	22	throughout	throughout	ADP
fbem-28224	29	23	the	the	DET
fbem-28224	29	24	preprocessing	preprocessing	NOUN
fbem-28224	29	25	session	session	NOUN
fbem-28224	29	26	.	.	PUNCT
fbem-28224	30	1	the	the	DET
fbem-28224	30	2	above	above	ADJ
fbem-28224	30	3	process	process	NOUN
fbem-28224	30	4	ensures	ensure	VERB
fbem-28224	30	5	that	that	SCONJ
fbem-28224	30	6	the	the	DET
fbem-28224	30	7	dataset	dataset	NOUN
fbem-28224	30	8	can	can	AUX
fbem-28224	30	9	accurately	accurately	ADV
fbem-28224	30	10	describe	describe	VERB
fbem-28224	30	11	the	the	DET
fbem-28224	30	12	risk	risk	NOUN
fbem-28224	30	13	profile	profile	NOUN
fbem-28224	30	14	of	of	ADP
fbem-28224	30	15	listed	list	VERB
fbem-28224	30	16	companies	company	NOUN
fbem-28224	30	17	as	as	ADV
fbem-28224	30	18	well	well	ADV
fbem-28224	30	19	as	as	ADP
fbem-28224	30	20	reflect	reflect	VERB
fbem-28224	30	21	the	the	DET
fbem-28224	30	22	behavioural	behavioural	ADJ
fbem-28224	30	23	patterns	pattern	NOUN
fbem-28224	30	24	of	of	ADP
fbem-28224	30	25	investors	investor	NOUN
fbem-28224	30	26	and	and	CCONJ
fbem-28224	30	27	changes	change	NOUN
fbem-28224	30	28	in	in	ADP
fbem-28224	30	29	the	the	DET
fbem-28224	30	30	market	market	NOUN
fbem-28224	30	31	environment	environment	NOUN
fbem-28224	30	32	,	,	PUNCT
fbem-28224	30	33	which	which	PRON
fbem-28224	30	34	lays	lay	VERB
fbem-28224	30	35	a	a	DET
fbem-28224	30	36	solid	solid	ADJ
fbem-28224	30	37	data	data	NOUN
fbem-28224	30	38	foundation	foundation	NOUN
fbem-28224	30	39	for	for	ADP
fbem-28224	30	40	the	the	DET
fbem-28224	30	41	subsequent	subsequent	ADJ
fbem-28224	30	42	model	model	NOUN
fbem-28224	30	43	construction	construction	NOUN
fbem-28224	30	44	and	and	CCONJ
fbem-28224	30	45	in	in	ADP
fbem-28224	30	46	-	-	PUNCT
fbem-28224	30	47	depth	depth	NOUN
fbem-28224	30	48	analysis	analysis	NOUN
fbem-28224	30	49	.	.	PUNCT
fbem-28224	31	1	table	table	NOUN
fbem-28224	31	2	1	1	NUM
fbem-28224	31	3	.	.	PUNCT
fbem-28224	31	4	data	datum	NOUN
fbem-28224	31	5	collection	collection	NOUN
fbem-28224	31	6	form	form	NOUN
fbem-28224	31	7	data	datum	NOUN
fbem-28224	31	8	category	category	NOUN
fbem-28224	31	9	data	data	VERB
fbem-28224	31	10	subcategory	subcategory	PROPN
fbem-28224	31	11	data	data	PROPN
fbem-28224	31	12	sources	source	NOUN
fbem-28224	31	13	data	datum	NOUN
fbem-28224	31	14	indicators	indicator	NOUN
fbem-28224	31	15	data	datum	NOUN
fbem-28224	31	16	level	level	NOUN
fbem-28224	31	17	pre	pre	ADJ
fbem-28224	31	18	-	-	ADJ
fbem-28224	31	19	processing	processing	ADJ
fbem-28224	31	20	methods	method	NOUN
fbem-28224	31	21	data	datum	NOUN
fbem-28224	31	22	coverage	coverage	NOUN
fbem-28224	31	23	period	period	NOUN
fbem-28224	31	24	data	datum	NOUN
fbem-28224	31	25	integrity	integrity	NOUN
fbem-28224	31	26	validation	validation	NOUN
fbem-28224	31	27	corporate	corporate	ADJ
fbem-28224	31	28	information	information	NOUN
fbem-28224	31	29	enterprise	enterprise	NOUN
fbem-28224	31	30	financial	financial	ADJ
fbem-28224	31	31	statements	statement	NOUN
fbem-28224	31	32	national	national	ADJ
fbem-28224	31	33	enterprise	enterprise	NOUN
fbem-28224	31	34	credit	credit	NOUN
fbem-28224	31	35	information	information	NOUN
fbem-28224	31	36	publication	publication	NOUN
fbem-28224	31	37	system	system	NOUN
fbem-28224	31	38	balance	balance	NOUN
fbem-28224	31	39	sheet	sheet	NOUN
fbem-28224	31	40	3000	3000	NUM
fbem-28224	31	41	companies	company	NOUN
fbem-28224	31	42	missing	miss	VERB
fbem-28224	31	43	value	value	NOUN
fbem-28224	31	44	filling	filling	NOUN
fbem-28224	31	45	method	method	NOUN
fbem-28224	31	46	2015	2015	NUM
fbem-28224	31	47	-	-	SYM
fbem-28224	31	48	01	01	NUM
fbem-28224	31	49	-	-	PUNCT
fbem-28224	31	50	01	01	NUM
fbem-28224	31	51	to	to	ADP
fbem-28224	31	52	2022	2022	NUM
fbem-28224	31	53	-	-	SYM
fbem-28224	31	54	12	12	NUM
fbem-28224	31	55	-	-	SYM
fbem-28224	31	56	31	31	NUM
fbem-28224	31	57	consistency	consistency	NOUN
fbem-28224	31	58	test	test	NOUN
fbem-28224	31	59	income	income	NOUN
fbem-28224	31	60	statement	statement	NOUN
fbem-28224	31	61	3000	3000	NUM
fbem-28224	31	62	companies	company	NOUN
fbem-28224	31	63	outlier	outlier	NOUN
fbem-28224	31	64	handling	handle	VERB
fbem-28224	31	65	2015	2015	NUM
fbem-28224	31	66	-	-	SYM
fbem-28224	31	67	01	01	NUM
fbem-28224	31	68	-	-	PUNCT
fbem-28224	31	69	01	01	NUM
fbem-28224	31	70	to	to	ADP
fbem-28224	31	71	2022	2022	NUM
fbem-28224	31	72	-	-	SYM
fbem-28224	31	73	12	12	NUM
fbem-28224	31	74	-	-	SYM
fbem-28224	31	75	31	31	NUM
fbem-28224	31	76	time	time	NOUN
fbem-28224	31	77	series	series	NOUN
fbem-28224	31	78	analysis	analysis	NOUN
fbem-28224	31	79	information	information	NOUN
fbem-28224	31	80	on	on	ADP
fbem-28224	31	81	corporate	corporate	ADJ
fbem-28224	31	82	transparency	transparency	NOUN
fbem-28224	31	83	official	official	ADJ
fbem-28224	31	84	website	website	NOUN
fbem-28224	31	85	of	of	ADP
fbem-28224	31	86	the	the	DET
fbem-28224	31	87	securities	securities	PROPN
fbem-28224	31	88	and	and	CCONJ
fbem-28224	31	89	futures	future	NOUN
fbem-28224	31	90	commission	commission	PROPN
fbem-28224	31	91	(	(	PUNCT
fbem-28224	31	92	sfc	sfc	NOUN
fbem-28224	31	93	)	)	PUNCT
fbem-28224	31	94	quality	quality	NOUN
fbem-28224	31	95	of	of	ADP
fbem-28224	31	96	disclosure	disclosure	NOUN
fbem-28224	32	1	3000	3000	NUM
fbem-28224	32	2	companies	company	NOUN
fbem-28224	32	3	text	text	VERB
fbem-28224	32	4	analysis	analysis	NOUN
fbem-28224	32	5	2015	2015	NUM
fbem-28224	32	6	-	-	SYM
fbem-28224	32	7	01	01	NUM
fbem-28224	32	8	-	-	PUNCT
fbem-28224	32	9	01	01	NUM
fbem-28224	32	10	to	to	ADP
fbem-28224	32	11	2022	2022	NUM
fbem-28224	32	12	-	-	SYM
fbem-28224	32	13	12	12	NUM
fbem-28224	32	14	-	-	SYM
fbem-28224	32	15	31	31	NUM
fbem-28224	32	16	crossvalidation	crossvalidation	NOUN
fbem-28224	32	17	industry	industry	NOUN
fbem-28224	32	18	classification	classification	NOUN
fbem-28224	32	19	standard	standard	ADJ
fbem-28224	32	20	industrial	industrial	ADJ
fbem-28224	32	21	classification	classification	NOUN
fbem-28224	32	22	of	of	ADP
fbem-28224	32	23	the	the	DET
fbem-28224	32	24	economy	economy	NOUN
fbem-28224	32	25	affiliated	affiliate	VERB
fbem-28224	32	26	industries	industry	NOUN
fbem-28224	32	27	3000	3000	NUM
fbem-28224	32	28	companies	company	NOUN
fbem-28224	32	29	standardisation	standardisation	NOUN
fbem-28224	32	30	of	of	ADP
fbem-28224	32	31	classification	classification	NOUN
fbem-28224	32	32	and	and	CCONJ
fbem-28224	32	33	coding	code	VERB
fbem-28224	32	34	2015	2015	NUM
fbem-28224	32	35	-	-	SYM
fbem-28224	32	36	01	01	NUM
fbem-28224	32	37	-	-	PUNCT
fbem-28224	32	38	01	01	NUM
fbem-28224	32	39	to	to	ADP
fbem-28224	32	40	2022	2022	NUM
fbem-28224	32	41	-	-	SYM
fbem-28224	32	42	12	12	NUM
fbem-28224	32	43	-	-	SYM
fbem-28224	32	44	31	31	NUM
fbem-28224	32	45	expert	expert	NOUN
fbem-28224	32	46	verification	verification	NOUN
fbem-28224	32	47	investor	investor	NOUN
fbem-28224	32	48	information	information	NOUN
fbem-28224	32	49	stock	stock	PROPN
fbem-28224	32	50	trading	trading	NOUN
fbem-28224	32	51	data	data	PROPN
fbem-28224	32	52	china	china	PROPN
fbem-28224	32	53	stock	stock	PROPN
fbem-28224	32	54	exchange	exchange	PROPN
fbem-28224	32	55	(	(	PUNCT
fbem-28224	32	56	cse	cse	NOUN
fbem-28224	32	57	)	)	PUNCT
fbem-28224	32	58	daily	daily	ADJ
fbem-28224	32	59	trading	trading	NOUN
fbem-28224	32	60	volume	volume	NOUN
fbem-28224	32	61	3000	3000	NUM
fbem-28224	32	62	companies	company	NOUN
fbem-28224	32	63	time	time	VERB
fbem-28224	32	64	series	series	PROPN
fbem-28224	32	65	analysis	analysis	NOUN
fbem-28224	32	66	2015	2015	NUM
fbem-28224	32	67	-	-	SYM
fbem-28224	32	68	01	01	NUM
fbem-28224	32	69	-	-	PUNCT
fbem-28224	32	70	01	01	NUM
fbem-28224	32	71	to	to	ADP
fbem-28224	32	72	2022	2022	NUM
fbem-28224	32	73	-	-	SYM
fbem-28224	32	74	12	12	NUM
fbem-28224	32	75	-	-	SYM
fbem-28224	32	76	31	31	NUM
fbem-28224	32	77	relevance	relevance	NOUN
fbem-28224	32	78	analysis	analysis	NOUN
fbem-28224	32	79	closing	closing	NOUN
fbem-28224	32	80	price	price	NOUN
fbem-28224	32	81	on	on	ADP
fbem-28224	32	82	a	a	DET
fbem-28224	32	83	trading	trading	NOUN
fbem-28224	32	84	day	day	NOUN
fbem-28224	32	85	3000	3000	NUM
fbem-28224	32	86	companies	company	NOUN
fbem-28224	32	87	smoothing	smooth	VERB
fbem-28224	32	88	2015	2015	NUM
fbem-28224	32	89	-	-	SYM
fbem-28224	32	90	01	01	NUM
fbem-28224	32	91	-	-	PUNCT
fbem-28224	32	92	01	01	NUM
fbem-28224	32	93	to	to	ADP
fbem-28224	32	94	2022	2022	NUM
fbem-28224	32	95	-	-	SYM
fbem-28224	32	96	12	12	NUM
fbem-28224	32	97	-	-	SYM
fbem-28224	32	98	31	31	NUM
fbem-28224	32	99	regression	regression	NOUN
fbem-28224	32	100	analysis	analysis	NOUN
fbem-28224	32	101	shareholder	shareholder	NOUN
fbem-28224	32	102	structure	structure	NOUN
fbem-28224	32	103	china	china	PROPN
fbem-28224	32	104	securities	securities	PROPN
fbem-28224	32	105	regulatory	regulatory	PROPN
fbem-28224	32	106	commission	commission	PROPN
fbem-28224	32	107	csrc	csrc	NOUN
fbem-28224	32	108	number	number	NOUN
fbem-28224	32	109	of	of	ADP
fbem-28224	32	110	shareholders	shareholder	NOUN
fbem-28224	32	111	1500	1500	NUM
fbem-28224	32	112	companies	company	NOUN
fbem-28224	32	113	sample	sample	VERB
fbem-28224	32	114	equalisation	equalisation	NOUN
fbem-28224	32	115	2015	2015	NUM
fbem-28224	32	116	-	-	SYM
fbem-28224	32	117	01	01	NUM
fbem-28224	32	118	-	-	PUNCT
fbem-28224	32	119	01	01	NUM
fbem-28224	32	120	to	to	ADP
fbem-28224	32	121	2022	2022	NUM
fbem-28224	32	122	-	-	SYM
fbem-28224	32	123	12	12	NUM
fbem-28224	32	124	-	-	SYM
fbem-28224	32	125	31	31	NUM
fbem-28224	32	126	stratified	stratified	ADJ
fbem-28224	32	127	sampling	sample	VERB
fbem-28224	32	128	validation	validation	NOUN
fbem-28224	32	129	proportion	proportion	NOUN
fbem-28224	32	130	of	of	ADP
fbem-28224	32	131	new	new	ADJ
fbem-28224	32	132	shareholders	shareholder	NOUN
fbem-28224	32	133	1500	1500	NUM
fbem-28224	32	134	companies	company	NOUN
fbem-28224	32	135	standardised	standardise	VERB
fbem-28224	32	136	score	score	NOUN
fbem-28224	32	137	conversion	conversion	NOUN
fbem-28224	32	138	2015	2015	NUM
fbem-28224	32	139	-	-	SYM
fbem-28224	32	140	01	01	NUM
fbem-28224	32	141	-	-	PUNCT
fbem-28224	32	142	01	01	NUM
fbem-28224	32	143	to	to	ADP
fbem-28224	32	144	2022	2022	NUM
fbem-28224	32	145	-	-	SYM
fbem-28224	32	146	12	12	NUM
fbem-28224	32	147	-	-	SYM
fbem-28224	32	148	31	31	NUM
fbem-28224	32	149	variance	variance	NOUN
fbem-28224	32	150	analysis	analysis	NOUN
fbem-28224	32	151	(	(	PUNCT
fbem-28224	32	152	math	math	NOUN
fbem-28224	32	153	.	.	PUNCT
fbem-28224	32	154	)	)	PUNCT
fbem-28224	33	1	market	market	NOUN
fbem-28224	33	2	information	information	NOUN
fbem-28224	33	3	macroecono	macroecono	VERB
fbem-28224	33	4	mic	mic	ADJ
fbem-28224	33	5	indicators	indicator	NOUN
fbem-28224	33	6	(	(	PUNCT
fbem-28224	33	7	china	china	PROPN
fbem-28224	33	8	)	)	PUNCT
fbem-28224	33	9	national	national	PROPN
fbem-28224	33	10	bureau	bureau	PROPN
fbem-28224	33	11	of	of	ADP
fbem-28224	33	12	statistics	statistic	NOUN
fbem-28224	33	13	(	(	PUNCT
fbem-28224	33	14	nbs	nbs	PROPN
fbem-28224	33	15	)	)	PUNCT
fbem-28224	33	16	gdp	gdp	NOUN
fbem-28224	33	17	growth	growth	NOUN
fbem-28224	33	18	rate	rate	NOUN
fbem-28224	33	19	8	8	NUM
fbem-28224	33	20	years	year	NOUN
fbem-28224	33	21	of	of	ADP
fbem-28224	33	22	data	datum	NOUN
fbem-28224	33	23	excluding	exclude	VERB
fbem-28224	33	24	seasonal	seasonal	ADJ
fbem-28224	33	25	factors	factor	NOUN
fbem-28224	33	26	2015	2015	NUM
fbem-28224	33	27	-	-	SYM
fbem-28224	33	28	01	01	NUM
fbem-28224	33	29	-	-	PUNCT
fbem-28224	33	30	01	01	NUM
fbem-28224	33	31	to	to	ADP
fbem-28224	33	32	2022	2022	NUM
fbem-28224	33	33	-	-	SYM
fbem-28224	33	34	12	12	NUM
fbem-28224	33	35	-	-	SYM
fbem-28224	33	36	31	31	NUM
fbem-28224	33	37	smoothness	smoothness	NOUN
fbem-28224	33	38	check	check	NOUN
fbem-28224	33	39	cpi	cpi	PROPN
fbem-28224	33	40	index	index	NOUN
fbem-28224	33	41	8	8	NUM
fbem-28224	33	42	years	year	NOUN
fbem-28224	33	43	of	of	ADP
fbem-28224	33	44	data	datum	NOUN
fbem-28224	33	45	trend	trend	NOUN
fbem-28224	33	46	analysis	analysis	NOUN
fbem-28224	33	47	2015	2015	NUM
fbem-28224	33	48	-	-	SYM
fbem-28224	33	49	01	01	NUM
fbem-28224	33	50	-	-	PUNCT
fbem-28224	33	51	01	01	NUM
fbem-28224	33	52	to	to	ADP
fbem-28224	33	53	2022	2022	NUM
fbem-28224	33	54	-	-	SYM
fbem-28224	33	55	12	12	NUM
fbem-28224	33	56	-	-	SYM
fbem-28224	33	57	31	31	NUM
fbem-28224	33	58	(	(	PUNCT
fbem-28224	33	59	math	math	NOUN
fbem-28224	33	60	.	.	PUNCT
fbem-28224	33	61	)	)	PUNCT
fbem-28224	34	1	cointegratio	cointegratio	NOUN
fbem-28224	34	2	n	n	NOUN
fbem-28224	34	3	test	test	NOUN
fbem-28224	34	4	market	market	NOUN
fbem-28224	34	5	sentiment	sentiment	NOUN
fbem-28224	34	6	indicator	indicator	NOUN
fbem-28224	34	7	people	people	NOUN
fbem-28224	34	8	's	's	PART
fbem-28224	34	9	bank	bank	PROPN
fbem-28224	34	10	of	of	ADP
fbem-28224	34	11	china	china	PROPN
fbem-28224	34	12	interest	interest	NOUN
fbem-28224	34	13	rate	rate	NOUN
fbem-28224	34	14	changes	change	VERB
fbem-28224	34	15	8	8	NUM
fbem-28224	34	16	years	year	NOUN
fbem-28224	34	17	of	of	ADP
fbem-28224	34	18	data	datum	NOUN
fbem-28224	34	19	volatility	volatility	NOUN
fbem-28224	34	20	analysis	analysis	NOUN
fbem-28224	34	21	2015	2015	NUM
fbem-28224	34	22	-	-	SYM
fbem-28224	34	23	01	01	NUM
fbem-28224	34	24	-	-	PUNCT
fbem-28224	34	25	01	01	NUM
fbem-28224	34	26	to	to	ADP
fbem-28224	34	27	2022	2022	NUM
fbem-28224	34	28	-	-	SYM
fbem-28224	34	29	12	12	NUM
fbem-28224	34	30	-	-	SYM
fbem-28224	34	31	31	31	NUM
fbem-28224	34	32	granger	granger	NOUN
fbem-28224	34	33	causality	causality	PROPN
fbem-28224	34	34	test	test	NOUN
fbem-28224	34	35	money	money	NOUN
fbem-28224	34	36	supply	supply	NOUN
fbem-28224	34	37	8	8	NUM
fbem-28224	34	38	years	year	NOUN
fbem-28224	34	39	of	of	ADP
fbem-28224	34	40	data	datum	NOUN
fbem-28224	34	41	differential	differential	NOUN
fbem-28224	34	42	processing	process	VERB
fbem-28224	34	43	2015	2015	NUM
fbem-28224	34	44	-	-	SYM
fbem-28224	34	45	01	01	NUM
fbem-28224	34	46	-	-	PUNCT
fbem-28224	34	47	01	01	NUM
fbem-28224	34	48	to	to	ADP
fbem-28224	34	49	2022	2022	NUM
fbem-28224	34	50	-	-	SYM
fbem-28224	34	51	12	12	NUM
fbem-28224	34	52	-	-	SYM
fbem-28224	34	53	31	31	NUM
fbem-28224	34	54	dynamic	dynamic	ADJ
fbem-28224	34	55	regression	regression	NOUN
fbem-28224	34	56	model	model	NOUN
fbem-28224	34	57	4	4	NUM
fbem-28224	34	58	.	.	PUNCT
fbem-28224	35	1	empirical	empirical	ADJ
fbem-28224	35	2	analyses	analysis	NOUN
fbem-28224	35	3	4.1	4.1	NUM
fbem-28224	35	4	.	.	PUNCT
fbem-28224	36	1	impact	impact	NOUN
fbem-28224	36	2	of	of	ADP
fbem-28224	36	3	public	public	ADJ
fbem-28224	36	4	information	information	NOUN
fbem-28224	36	5	on	on	ADP
fbem-28224	36	6	risk	risk	NOUN
fbem-28224	36	7	aversion	aversion	NOUN
fbem-28224	36	8	by	by	ADP
fbem-28224	36	9	quantitatively	quantitatively	ADV
fbem-28224	36	10	analysing	analyse	VERB
fbem-28224	36	11	the	the	DET
fbem-28224	36	12	impact	impact	NOUN
fbem-28224	36	13	of	of	ADP
fbem-28224	36	14	public	public	ADJ
fbem-28224	36	15	information	information	NOUN
fbem-28224	36	16	on	on	ADP
fbem-28224	36	17	individual	individual	ADJ
fbem-28224	36	18	risk	risk	NOUN
fbem-28224	36	19	aversion	aversion	NOUN
fbem-28224	36	20	behaviours	behaviour	NOUN
fbem-28224	36	21	,	,	PUNCT
fbem-28224	36	22	this	this	DET
fbem-28224	36	23	paper	paper	NOUN
fbem-28224	36	24	employs	employ	VERB
fbem-28224	36	25	a	a	DET
fbem-28224	36	26	multiple	multiple	ADJ
fbem-28224	36	27	linear	linear	ADJ
fbem-28224	36	28	regression	regression	NOUN
fbem-28224	36	29	model	model	NOUN
fbem-28224	36	30	based	base	VERB
fbem-28224	36	31	on	on	ADP
fbem-28224	36	32	p_{avoidance	p_{avoidance	NOUN
fbem-28224	36	33	}	}	PUNCT
fbem-28224	36	34	=	=	PUNCT
fbem-28224	36	35	\beta_0	\beta_0	NOUN
fbem-28224	36	36	+	+	CCONJ
fbem-28224	36	37	\beta_1	\beta_1	ADJ
fbem-28224	36	38	x_{publicinfo	x_{publicinfo	NOUN
fbem-28224	36	39	}	}	PUNCT
fbem-28224	36	40	+	+	CCONJ
fbem-28224	36	41	\epsilon	\epsilon	NOUN
fbem-28224	36	42	to	to	PART
fbem-28224	36	43	explore	explore	VERB
fbem-28224	36	44	the	the	DET
fbem-28224	36	45	dataset	dataset	NOUN
fbem-28224	36	46	.	.	PUNCT
fbem-28224	37	1	the	the	DET
fbem-28224	37	2	data	datum	NOUN
fbem-28224	37	3	for	for	ADP
fbem-28224	37	4	the	the	DET
fbem-28224	37	5	study	study	NOUN
fbem-28224	37	6	is	be	AUX
fbem-28224	37	7	derived	derive	VERB
fbem-28224	37	8	from	from	ADP
fbem-28224	37	9	the	the	DET
fbem-28224	37	10	financial	financial	ADJ
fbem-28224	37	11	reports	report	NOUN
fbem-28224	37	12	,	,	PUNCT
fbem-28224	37	13	announcements	announcement	NOUN
fbem-28224	37	14	,	,	PUNCT
fbem-28224	37	15	and	and	CCONJ
fbem-28224	37	16	trading	trading	NOUN
fbem-28224	37	17	data	datum	NOUN
fbem-28224	37	18	of	of	ADP
fbem-28224	37	19	the	the	DET
fbem-28224	37	20	constituent	constituent	ADJ
fbem-28224	37	21	stocks	stock	NOUN
fbem-28224	37	22	of	of	ADP
fbem-28224	37	23	the	the	DET
fbem-28224	37	24	csi	csi	ADJ
fbem-28224	37	25	300	300	NUM
fbem-28224	37	26	index	index	NOUN
fbem-28224	37	27	in	in	ADP
fbem-28224	37	28	a	a	DET
fbem-28224	37	29	specific	specific	ADJ
fbem-28224	37	30	timeframe	timeframe	NOUN
fbem-28224	37	31	,	,	PUNCT
fbem-28224	37	32	with	with	ADP
fbem-28224	37	33	the	the	DET
fbem-28224	37	34	sample	sample	NOUN
fbem-28224	37	35	period	period	NOUN
fbem-28224	37	36	covering	cover	VERB
fbem-28224	37	37	the	the	DET
fbem-28224	37	38	period	period	NOUN
fbem-28224	37	39	from	from	ADP
fbem-28224	37	40	2015	2015	NUM
fbem-28224	37	41	to	to	ADP
fbem-28224	37	42	2020	2020	NUM
fbem-28224	37	43	.	.	PUNCT
fbem-28224	38	1	this	this	DET
fbem-28224	38	2	time	time	NOUN
fbem-28224	38	3	period	period	NOUN
fbem-28224	38	4	is	be	AUX
fbem-28224	38	5	chosen	choose	VERB
fbem-28224	38	6	to	to	PART
fbem-28224	38	7	improve	improve	VERB
fbem-28224	38	8	the	the	DET
fbem-28224	38	9	explanatory	explanatory	ADJ
fbem-28224	38	10	power	power	NOUN
fbem-28224	38	11	and	and	CCONJ
fbem-28224	38	12	extrapolation	extrapolation	NOUN
fbem-28224	38	13	ability	ability	NOUN
fbem-28224	38	14	of	of	ADP
fbem-28224	38	15	the	the	DET
fbem-28224	38	16	model	model	NOUN
fbem-28224	38	17	,	,	PUNCT
fbem-28224	38	18	taking	take	VERB
fbem-28224	38	19	into	into	ADP
fbem-28224	38	20	account	account	NOUN
fbem-28224	38	21	the	the	DET
fbem-28224	38	22	changes	change	NOUN
fbem-28224	38	23	in	in	ADP
fbem-28224	38	24	relevant	relevant	ADJ
fbem-28224	38	25	regulatory	regulatory	ADJ
fbem-28224	38	26	policies	policy	NOUN
fbem-28224	38	27	and	and	CCONJ
fbem-28224	38	28	the	the	DET
fbem-28224	38	29	stability	stability	NOUN
fbem-28224	38	30	of	of	ADP
fbem-28224	38	31	the	the	DET
fbem-28224	38	32	market	market	NOUN
fbem-28224	38	33	environment	environment	NOUN
fbem-28224	38	34	.	.	PUNCT
fbem-28224	39	1	the	the	DET
fbem-28224	39	2	first	first	ADJ
fbem-28224	39	3	step	step	NOUN
fbem-28224	39	4	is	be	AUX
fbem-28224	39	5	to	to	PART
fbem-28224	39	6	establish	establish	VERB
fbem-28224	39	7	a	a	DET
fbem-28224	39	8	quantitative	quantitative	ADJ
fbem-28224	39	9	formula	formula	NOUN
fbem-28224	39	10	for	for	ADP
fbem-28224	39	11	the	the	DET
fbem-28224	39	12	risk	risk	NOUN
fbem-28224	39	13	aversion	aversion	NOUN
fbem-28224	39	14	effect	effect	NOUN
fbem-28224	39	15	,	,	PUNCT
fbem-28224	39	16	based	base	VERB
fbem-28224	39	17	on	on	ADP
fbem-28224	39	18	which	which	PRON
fbem-28224	39	19	a	a	DET
fbem-28224	39	20	regression	regression	NOUN
fbem-28224	39	21	model	model	NOUN
fbem-28224	39	22	is	be	AUX
fbem-28224	39	23	constructed	construct	VERB
fbem-28224	39	24	with	with	ADP
fbem-28224	39	25	several	several	ADJ
fbem-28224	39	26	independent	independent	ADJ
fbem-28224	39	27	variables	variable	NOUN
fbem-28224	39	28	including	include	VERB
fbem-28224	39	29	announcement	announcement	NOUN
fbem-28224	39	30	transparency	transparency	NOUN
fbem-28224	39	31	index	index	NOUN
fbem-28224	39	32	,	,	PUNCT
fbem-28224	39	33	stock	stock	NOUN
fbem-28224	39	34	liquidity	liquidity	NOUN
fbem-28224	39	35	,	,	PUNCT
fbem-28224	39	36	priceearnings	priceearning	NOUN
fbem-28224	39	37	ratio	ratio	NOUN
fbem-28224	39	38	and	and	CCONJ
fbem-28224	39	39	so	so	ADV
fbem-28224	39	40	on	on	ADV
fbem-28224	39	41	.	.	PUNCT
fbem-28224	40	1	during	during	ADP
fbem-28224	40	2	the	the	DET
fbem-28224	40	3	model	model	NOUN
fbem-28224	40	4	setting	setting	NOUN
fbem-28224	40	5	process	process	NOUN
fbem-28224	40	6	,	,	PUNCT
fbem-28224	40	7	special	special	ADJ
fbem-28224	40	8	consideration	consideration	NOUN
fbem-28224	40	9	is	be	AUX
fbem-28224	40	10	given	give	VERB
fbem-28224	40	11	to	to	ADP
fbem-28224	40	12	the	the	DET
fbem-28224	40	13	market	market	NOUN
fbem-28224	40	14	volatility	volatility	NOUN
fbem-28224	40	15	and	and	CCONJ
fbem-28224	40	16	the	the	DET
fbem-28224	40	17	information	information	NOUN
fbem-28224	40	18	asymmetry	asymmetry	NOUN
fbem-28224	40	19	faced	face	VERB
fbem-28224	40	20	by	by	ADP
fbem-28224	40	21	individual	individual	ADJ
fbem-28224	40	22	investors	investor	NOUN
fbem-28224	40	23	in	in	ADP
fbem-28224	40	24	order	order	NOUN
fbem-28224	40	25	to	to	PART
fbem-28224	40	26	more	more	ADV
fbem-28224	40	27	accurately	accurately	ADV
fbem-28224	40	28	reflect	reflect	VERB
fbem-28224	40	29	the	the	DET
fbem-28224	40	30	actual	actual	ADJ
fbem-28224	40	31	impact	impact	NOUN
fbem-28224	40	32	of	of	ADP
fbem-28224	40	33	public	public	ADJ
fbem-28224	40	34	information	information	NOUN
fbem-28224	40	35	on	on	ADP
fbem-28224	40	36	risk	risk	NOUN
fbem-28224	40	37	aversion	aversion	NOUN
fbem-28224	40	38	behaviour	behaviour	NOUN
fbem-28224	40	39	.	.	PUNCT
fbem-28224	41	1	the	the	DET
fbem-28224	41	2	model	model	NOUN
fbem-28224	41	3	is	be	AUX
fbem-28224	41	4	estimated	estimate	VERB
fbem-28224	41	5	using	use	VERB
fbem-28224	41	6	ordinary	ordinary	ADJ
fbem-28224	41	7	least	least	ADJ
fbem-28224	41	8	squares	square	NOUN
fbem-28224	41	9	(	(	PUNCT
fbem-28224	41	10	ols	ol	NOUN
fbem-28224	41	11	)	)	PUNCT
fbem-28224	41	12	and	and	CCONJ
fbem-28224	41	13	robust	robust	ADJ
fbem-28224	41	14	standard	standard	ADJ
fbem-28224	41	15	errors	error	NOUN
fbem-28224	41	16	,	,	PUNCT
fbem-28224	41	17	while	while	SCONJ
fbem-28224	41	18	year	year	NOUN
fbem-28224	41	19	dummy	dummy	NOUN
fbem-28224	41	20	variables	variable	NOUN
fbem-28224	41	21	are	be	AUX
fbem-28224	41	22	added	add	VERB
fbem-28224	41	23	to	to	ADP
fbem-28224	41	24	60	60	NUM
fbem-28224	41	25	control	control	NOUN
fbem-28224	41	26	for	for	ADP
fbem-28224	41	27	macroeconomic	macroeconomic	ADJ
fbem-28224	41	28	effects	effect	NOUN
fbem-28224	41	29	in	in	ADP
fbem-28224	41	30	different	different	ADJ
fbem-28224	41	31	years	year	NOUN
fbem-28224	41	32	.	.	PUNCT
fbem-28224	42	1	for	for	ADP
fbem-28224	42	2	the	the	DET
fbem-28224	42	3	interpretation	interpretation	NOUN
fbem-28224	42	4	of	of	ADP
fbem-28224	42	5	the	the	DET
fbem-28224	42	6	regression	regression	NOUN
fbem-28224	42	7	analysis	analysis	NOUN
fbem-28224	42	8	results	result	NOUN
fbem-28224	42	9	table	table	NOUN
fbem-28224	42	10	,	,	PUNCT
fbem-28224	42	11	the	the	DET
fbem-28224	42	12	empirical	empirical	ADJ
fbem-28224	42	13	study	study	NOUN
fbem-28224	42	14	shows	show	VERB
fbem-28224	42	15	that	that	SCONJ
fbem-28224	42	16	in	in	ADP
fbem-28224	42	17	model	model	NOUN
fbem-28224	42	18	1	1	NUM
fbem-28224	42	19	,	,	PUNCT
fbem-28224	42	20	announcement	announcement	NOUN
fbem-28224	42	21	transparency	transparency	NOUN
fbem-28224	42	22	index	index	NOUN
fbem-28224	42	23	is	be	AUX
fbem-28224	42	24	significantly	significantly	ADV
fbem-28224	42	25	and	and	CCONJ
fbem-28224	42	26	positively	positively	ADV
fbem-28224	42	27	associated	associate	VERB
fbem-28224	42	28	with	with	ADP
fbem-28224	42	29	risk	risk	NOUN
fbem-28224	42	30	aversion	aversion	NOUN
fbem-28224	42	31	behaviour	behaviour	NOUN
fbem-28224	42	32	,	,	PUNCT
fbem-28224	42	33	with	with	ADP
fbem-28224	42	34	a	a	DET
fbem-28224	42	35	coefficient	coefficient	ADJ
fbem-28224	42	36	estimate	estimate	NOUN
fbem-28224	42	37	of	of	ADP
fbem-28224	42	38	0.145	0.145	NUM
fbem-28224	42	39	and	and	CCONJ
fbem-28224	42	40	significant	significant	ADJ
fbem-28224	42	41	at	at	ADP
fbem-28224	42	42	the	the	DET
fbem-28224	42	43	1	1	NUM
fbem-28224	42	44	%	%	NOUN
fbem-28224	42	45	level	level	NOUN
fbem-28224	42	46	,	,	PUNCT
fbem-28224	42	47	and	and	CCONJ
fbem-28224	42	48	that	that	SCONJ
fbem-28224	42	49	stock	stock	NOUN
fbem-28224	42	50	liquidity	liquidity	NOUN
fbem-28224	42	51	has	have	VERB
fbem-28224	42	52	a	a	DET
fbem-28224	42	53	negative	negative	ADJ
fbem-28224	42	54	impact	impact	NOUN
fbem-28224	42	55	on	on	ADP
fbem-28224	42	56	risk	risk	NOUN
fbem-28224	42	57	aversion	aversion	NOUN
fbem-28224	42	58	,	,	PUNCT
fbem-28224	42	59	with	with	ADP
fbem-28224	42	60	a	a	DET
fbem-28224	42	61	coefficient	coefficient	ADJ
fbem-28224	42	62	estimate	estimate	NOUN
fbem-28224	42	63	of	of	ADP
fbem-28224	42	64	-0.098	-0.098	PUNCT
fbem-28224	42	65	and	and	CCONJ
fbem-28224	42	66	significant	significant	ADJ
fbem-28224	42	67	at	at	ADP
fbem-28224	42	68	the	the	DET
fbem-28224	42	69	5	5	NUM
fbem-28224	42	70	%	%	NOUN
fbem-28224	42	71	level	level	NOUN
fbem-28224	42	72	.	.	PUNCT
fbem-28224	43	1	similar	similar	ADJ
fbem-28224	43	2	trends	trend	NOUN
fbem-28224	43	3	of	of	ADP
fbem-28224	43	4	results	result	NOUN
fbem-28224	43	5	are	be	AUX
fbem-28224	43	6	observed	observe	VERB
fbem-28224	43	7	in	in	ADP
fbem-28224	43	8	models	model	NOUN
fbem-28224	43	9	2	2	NUM
fbem-28224	43	10	and	and	CCONJ
fbem-28224	43	11	3	3	NUM
fbem-28224	43	12	,	,	PUNCT
fbem-28224	43	13	where	where	SCONJ
fbem-28224	43	14	the	the	DET
fbem-28224	43	15	significance	significance	NOUN
fbem-28224	43	16	of	of	ADP
fbem-28224	43	17	some	some	PRON
fbem-28224	43	18	of	of	ADP
fbem-28224	43	19	the	the	DET
fbem-28224	43	20	variables	variable	NOUN
fbem-28224	43	21	fluctuates	fluctuate	VERB
fbem-28224	43	22	across	across	ADP
fbem-28224	43	23	models	model	NOUN
fbem-28224	43	24	,	,	PUNCT
fbem-28224	43	25	but	but	CCONJ
fbem-28224	43	26	the	the	DET
fbem-28224	43	27	overall	overall	ADJ
fbem-28224	43	28	direction	direction	NOUN
fbem-28224	43	29	of	of	ADP
fbem-28224	43	30	the	the	DET
fbem-28224	43	31	effect	effect	NOUN
fbem-28224	43	32	is	be	AUX
fbem-28224	43	33	consistent	consistent	ADJ
fbem-28224	43	34	with	with	ADP
fbem-28224	43	35	model	model	NOUN
fbem-28224	43	36	1	1	NUM
fbem-28224	43	37	.	.	PUNCT
fbem-28224	44	1	in	in	ADP
fbem-28224	44	2	addition	addition	NOUN
fbem-28224	44	3	,	,	PUNCT
fbem-28224	44	4	other	other	ADJ
fbem-28224	44	5	control	control	NOUN
fbem-28224	44	6	variables	variable	NOUN
fbem-28224	44	7	such	such	ADJ
fbem-28224	44	8	as	as	ADP
fbem-28224	44	9	price	price	NOUN
fbem-28224	44	10	-	-	PUNCT
fbem-28224	44	11	earnings	earning	NOUN
fbem-28224	44	12	ratio	ratio	NOUN
fbem-28224	44	13	,	,	PUNCT
fbem-28224	44	14	price	price	NOUN
fbem-28224	44	15	-	-	PUNCT
fbem-28224	44	16	to	to	ADP
fbem-28224	44	17	-	-	PUNCT
fbem-28224	44	18	book	book	NOUN
fbem-28224	44	19	ratio	ratio	NOUN
fbem-28224	44	20	,	,	PUNCT
fbem-28224	44	21	consolidated	consolidated	ADJ
fbem-28224	44	22	debt	debt	NOUN
fbem-28224	44	23	ratio	ratio	NOUN
fbem-28224	44	24	,	,	PUNCT
fbem-28224	44	25	and	and	CCONJ
fbem-28224	44	26	management	management	NOUN
fbem-28224	44	27	shareholding	shareholding	NOUN
fbem-28224	44	28	also	also	ADV
fbem-28224	44	29	show	show	VERB
fbem-28224	44	30	an	an	DET
fbem-28224	44	31	effect	effect	NOUN
fbem-28224	44	32	on	on	ADP
fbem-28224	44	33	risk	risk	NOUN
fbem-28224	44	34	-	-	PUNCT
fbem-28224	44	35	averse	averse	ADJ
fbem-28224	44	36	behaviour	behaviour	NOUN
fbem-28224	44	37	to	to	ADP
fbem-28224	44	38	varying	vary	VERB
fbem-28224	44	39	degrees	degree	NOUN
fbem-28224	44	40	.	.	PUNCT
fbem-28224	45	1	according	accord	VERB
fbem-28224	45	2	to	to	ADP
fbem-28224	45	3	the	the	DET
fbem-28224	45	4	adjusted	adjust	VERB
fbem-28224	45	5	rsquared	rsquared	ADJ
fbem-28224	45	6	value	value	NOUN
fbem-28224	45	7	,	,	PUNCT
fbem-28224	45	8	the	the	DET
fbem-28224	45	9	model	model	NOUN
fbem-28224	45	10	has	have	VERB
fbem-28224	45	11	good	good	ADJ
fbem-28224	45	12	explanatory	explanatory	ADJ
fbem-28224	45	13	power	power	NOUN
fbem-28224	45	14	,	,	PUNCT
fbem-28224	45	15	indicating	indicate	VERB
fbem-28224	45	16	that	that	SCONJ
fbem-28224	45	17	the	the	DET
fbem-28224	45	18	selected	select	VERB
fbem-28224	45	19	variables	variable	NOUN
fbem-28224	45	20	and	and	CCONJ
fbem-28224	45	21	model	model	NOUN
fbem-28224	45	22	settings	setting	NOUN
fbem-28224	45	23	can	can	AUX
fbem-28224	45	24	reasonably	reasonably	ADV
fbem-28224	45	25	explain	explain	VERB
fbem-28224	45	26	the	the	DET
fbem-28224	45	27	relationship	relationship	NOUN
fbem-28224	45	28	between	between	ADP
fbem-28224	45	29	risk	risk	NOUN
fbem-28224	45	30	-	-	PUNCT
fbem-28224	45	31	averse	averse	ADJ
fbem-28224	45	32	behaviour	behaviour	NOUN
fbem-28224	45	33	and	and	CCONJ
fbem-28224	45	34	public	public	ADJ
fbem-28224	45	35	information	information	NOUN
fbem-28224	45	36	.	.	PUNCT
fbem-28224	46	1	overall	overall	ADV
fbem-28224	46	2	,	,	PUNCT
fbem-28224	46	3	the	the	DET
fbem-28224	46	4	results	result	NOUN
fbem-28224	46	5	of	of	ADP
fbem-28224	46	6	the	the	DET
fbem-28224	46	7	study	study	NOUN
fbem-28224	46	8	emphasise	emphasise	VERB
fbem-28224	46	9	that	that	SCONJ
fbem-28224	46	10	,	,	PUNCT
fbem-28224	46	11	as	as	ADP
fbem-28224	46	12	ordinary	ordinary	ADJ
fbem-28224	46	13	shareholders	shareholder	NOUN
fbem-28224	46	14	,	,	PUNCT
fbem-28224	46	15	using	use	VERB
fbem-28224	46	16	public	public	ADJ
fbem-28224	46	17	information	information	NOUN
fbem-28224	46	18	to	to	PART
fbem-28224	46	19	make	make	VERB
fbem-28224	46	20	investment	investment	NOUN
fbem-28224	46	21	decisions	decision	NOUN
fbem-28224	46	22	is	be	AUX
fbem-28224	46	23	an	an	DET
fbem-28224	46	24	effective	effective	ADJ
fbem-28224	46	25	means	mean	NOUN
fbem-28224	46	26	of	of	ADP
fbem-28224	46	27	avoiding	avoid	VERB
fbem-28224	46	28	the	the	DET
fbem-28224	46	29	operational	operational	ADJ
fbem-28224	46	30	risks	risk	NOUN
fbem-28224	46	31	of	of	ADP
fbem-28224	46	32	listed	list	VERB
fbem-28224	46	33	companies	company	NOUN
fbem-28224	46	34	.	.	PUNCT
fbem-28224	47	1	the	the	DET
fbem-28224	47	2	results	result	NOUN
fbem-28224	47	3	not	not	PART
fbem-28224	47	4	only	only	ADV
fbem-28224	47	5	corroborate	corroborate	VERB
fbem-28224	47	6	the	the	DET
fbem-28224	47	7	importance	importance	NOUN
fbem-28224	47	8	of	of	ADP
fbem-28224	47	9	public	public	ADJ
fbem-28224	47	10	information	information	NOUN
fbem-28224	47	11	to	to	ADP
fbem-28224	47	12	the	the	DET
fbem-28224	47	13	risk	risk	NOUN
fbem-28224	47	14	identification	identification	NOUN
fbem-28224	47	15	and	and	CCONJ
fbem-28224	47	16	avoidance	avoidance	NOUN
fbem-28224	47	17	ability	ability	NOUN
fbem-28224	47	18	of	of	ADP
fbem-28224	47	19	ordinary	ordinary	ADJ
fbem-28224	47	20	investors	investor	NOUN
fbem-28224	47	21	,	,	PUNCT
fbem-28224	47	22	but	but	CCONJ
fbem-28224	47	23	also	also	ADV
fbem-28224	47	24	provide	provide	VERB
fbem-28224	47	25	investors	investor	NOUN
fbem-28224	47	26	with	with	ADP
fbem-28224	47	27	investment	investment	NOUN
fbem-28224	47	28	strategy	strategy	NOUN
fbem-28224	47	29	suggestions	suggestion	NOUN
fbem-28224	47	30	based	base	VERB
fbem-28224	47	31	on	on	ADP
fbem-28224	47	32	empirical	empirical	ADJ
fbem-28224	47	33	analyses	analysis	NOUN
fbem-28224	47	34	,	,	PUNCT
fbem-28224	47	35	which	which	PRON
fbem-28224	47	36	can	can	AUX
fbem-28224	47	37	help	help	VERB
fbem-28224	47	38	investors	investor	NOUN
fbem-28224	47	39	to	to	PART
fbem-28224	47	40	grasp	grasp	VERB
fbem-28224	47	41	the	the	DET
fbem-28224	47	42	investment	investment	NOUN
fbem-28224	47	43	timing	timing	NOUN
fbem-28224	47	44	and	and	CCONJ
fbem-28224	47	45	reduce	reduce	VERB
fbem-28224	47	46	the	the	DET
fbem-28224	47	47	potential	potential	ADJ
fbem-28224	47	48	investment	investment	NOUN
fbem-28224	47	49	risks	risk	NOUN
fbem-28224	47	50	in	in	ADP
fbem-28224	47	51	the	the	DET
fbem-28224	47	52	market	market	NOUN
fbem-28224	47	53	environment	environment	NOUN
fbem-28224	47	54	of	of	ADP
fbem-28224	47	55	information	information	NOUN
fbem-28224	47	56	asymmetry	asymmetry	NOUN
fbem-28224	47	57	.	.	PUNCT
fbem-28224	48	1	𝑃𝑎𝑣𝑜𝑖𝑑𝑎𝑛𝑐𝑒	𝑃𝑎𝑣𝑜𝑖𝑑𝑎𝑛𝑐𝑒	PROPN
fbem-28224	48	2	=	=	SYM
fbem-28224	48	3	𝛽0	𝛽0	PROPN
fbem-28224	48	4	+	+	CCONJ
fbem-28224	48	5	𝛽1𝑋𝑝𝑢𝑏𝑙𝑖𝑐𝑖𝑛𝑓𝑜	𝛽1𝑋𝑝𝑢𝑏𝑙𝑖𝑐𝑖𝑛𝑓𝑜	PROPN
fbem-28224	48	6	+	+	CCONJ
fbem-28224	48	7	𝜖	𝜖	X
fbem-28224	48	8	(	(	PUNCT
fbem-28224	48	9	1	1	NUM
fbem-28224	48	10	)	)	PUNCT
fbem-28224	48	11	formula	formula	NOUN
fbem-28224	48	12	for	for	ADP
fbem-28224	48	13	quantifying	quantify	VERB
fbem-28224	48	14	the	the	DET
fbem-28224	48	15	risk	risk	NOUN
fbem-28224	48	16	aversion	aversion	NOUN
fbem-28224	48	17	effect	effect	NOUN
fbem-28224	48	18	table	table	NOUN
fbem-28224	48	19	2	2	NUM
fbem-28224	48	20	.	.	PUNCT
fbem-28224	48	21	results	result	NOUN
fbem-28224	48	22	of	of	ADP
fbem-28224	48	23	regression	regression	NOUN
fbem-28224	48	24	analysis	analysis	NOUN
fbem-28224	48	25	variable	variable	ADJ
fbem-28224	48	26	name	name	NOUN
fbem-28224	48	27	model	model	NOUN
fbem-28224	48	28	1	1	NUM
fbem-28224	48	29	model	model	NOUN
fbem-28224	48	30	2	2	NUM
fbem-28224	48	31	model	model	NOUN
fbem-28224	48	32	3	3	NUM
fbem-28224	48	33	announcement	announcement	NOUN
fbem-28224	48	34	transparency	transparency	NOUN
fbem-28224	48	35	index	index	NOUN
fbem-28224	48	36	0.145	0.145	NUM
fbem-28224	48	37	*	*	PUNCT
fbem-28224	48	38	*	*	PUNCT
fbem-28224	48	39	*	*	PUNCT
fbem-28224	48	40	0.132	0.132	NUM
fbem-28224	48	41	*	*	PUNCT
fbem-28224	48	42	*	*	PUNCT
fbem-28224	48	43	*	*	PUNCT
fbem-28224	48	44	0.121	0.121	NUM
fbem-28224	48	45	*	*	PUNCT
fbem-28224	48	46	*	*	PUNCT
fbem-28224	48	47	*	*	PUNCT
fbem-28224	48	48	(	(	PUNCT
fbem-28224	48	49	3.762	3.762	NUM
fbem-28224	48	50	)	)	PUNCT
fbem-28224	48	51	(	(	PUNCT
fbem-28224	48	52	3.589	3.589	NUM
fbem-28224	48	53	)	)	PUNCT
fbem-28224	48	54	(	(	PUNCT
fbem-28224	48	55	3.461	3.461	NUM
fbem-28224	48	56	)	)	PUNCT
fbem-28224	48	57	equity	equity	NOUN
fbem-28224	48	58	liquidity	liquidity	NOUN
fbem-28224	48	59	-0.098	-0.098	PROPN
fbem-28224	48	60	*	*	PUNCT
fbem-28224	48	61	*	*	PUNCT
fbem-28224	48	62	-0.087	-0.087	PUNCT
fbem-28224	48	63	*	*	PUNCT
fbem-28224	48	64	-0.079	-0.079	PUNCT
fbem-28224	48	65	(	(	PUNCT
fbem-28224	48	66	-2.345	-2.345	NUM
fbem-28224	48	67	)	)	PUNCT
fbem-28224	48	68	(	(	PUNCT
fbem-28224	48	69	-1.942	-1.942	NUM
fbem-28224	48	70	)	)	PUNCT
fbem-28224	48	71	(	(	PUNCT
fbem-28224	48	72	-1.582	-1.582	PUNCT
fbem-28224	48	73	)	)	PUNCT
fbem-28224	48	74	pe	pe	PROPN
fbem-28224	48	75	ratio	ratio	NOUN
fbem-28224	48	76	0.036	0.036	NUM
fbem-28224	48	77	0.041	0.041	NUM
fbem-28224	48	78	*	*	PUNCT
fbem-28224	48	79	0.045	0.045	NUM
fbem-28224	48	80	*	*	PUNCT
fbem-28224	48	81	*	*	PUNCT
fbem-28224	48	82	(	(	PUNCT
fbem-28224	48	83	1.256	1.256	NUM
fbem-28224	48	84	)	)	PUNCT
fbem-28224	48	85	(	(	PUNCT
fbem-28224	48	86	1.745	1.745	NUM
fbem-28224	48	87	)	)	PUNCT
fbem-28224	48	88	(	(	PUNCT
fbem-28224	48	89	2.159	2.159	NUM
fbem-28224	48	90	)	)	PUNCT
fbem-28224	48	91	market	market	NOUN
fbem-28224	48	92	capitalisation	capitalisation	NOUN
fbem-28224	48	93	-0.109	-0.109	PUNCT
fbem-28224	48	94	*	*	PUNCT
fbem-28224	48	95	*	*	PUNCT
fbem-28224	48	96	*	*	PUNCT
fbem-28224	48	97	-0.099	-0.099	PROPN
fbem-28224	48	98	*	*	PUNCT
fbem-28224	48	99	*	*	PUNCT
fbem-28224	48	100	-0.092	-0.092	PUNCT
fbem-28224	48	101	*	*	PUNCT
fbem-28224	48	102	(	(	PUNCT
fbem-28224	48	103	-3.876	-3.876	NOUN
fbem-28224	48	104	)	)	PUNCT
fbem-28224	48	105	(	(	PUNCT
fbem-28224	48	106	-3.402	-3.402	NOUN
fbem-28224	48	107	)	)	PUNCT
fbem-28224	48	108	(	(	PUNCT
fbem-28224	48	109	-2.986	-2.986	NOUN
fbem-28224	48	110	)	)	PUNCT
fbem-28224	48	111	consolidated	consolidated	ADJ
fbem-28224	48	112	debt	debt	NOUN
fbem-28224	48	113	ratio	ratio	NOUN
fbem-28224	48	114	0.065	0.065	NUM
fbem-28224	48	115	*	*	NOUN
fbem-28224	48	116	0.059	0.059	NUM
fbem-28224	48	117	0.052	0.052	NUM
fbem-28224	48	118	(	(	PUNCT
fbem-28224	48	119	1.893	1.893	NUM
fbem-28224	48	120	)	)	PUNCT
fbem-28224	48	121	(	(	PUNCT
fbem-28224	48	122	1.648	1.648	NUM
fbem-28224	48	123	)	)	PUNCT
fbem-28224	48	124	(	(	PUNCT
fbem-28224	48	125	1.384	1.384	NUM
fbem-28224	48	126	)	)	PUNCT
fbem-28224	48	127	proportion	proportion	NOUN
fbem-28224	48	128	of	of	ADP
fbem-28224	48	129	fixed	fix	VERB
fbem-28224	48	130	assets	asset	NOUN
fbem-28224	48	131	-0.012	-0.012	PRON
fbem-28224	48	132	-0.017	-0.017	PUNCT
fbem-28224	48	133	-0.021	-0.021	NOUN
fbem-28224	48	134	*	*	NOUN
fbem-28224	48	135	*	*	PUNCT
fbem-28224	48	136	(	(	PUNCT
fbem-28224	48	137	-1.023	-1.023	NUM
fbem-28224	48	138	)	)	PUNCT
fbem-28224	48	139	(	(	PUNCT
fbem-28224	48	140	-1.486	-1.486	NUM
fbem-28224	48	141	)	)	PUNCT
fbem-28224	48	142	(	(	PUNCT
fbem-28224	48	143	-2.312	-2.312	NOUN
fbem-28224	48	144	)	)	PUNCT
fbem-28224	48	145	r&d	r&d	NOUN
fbem-28224	48	146	investment	investment	NOUN
fbem-28224	48	147	as	as	ADP
fbem-28224	48	148	a	a	DET
fbem-28224	48	149	percentage	percentage	NOUN
fbem-28224	48	150	0.190	0.190	NUM
fbem-28224	48	151	*	*	PUNCT
fbem-28224	48	152	*	*	PUNCT
fbem-28224	48	153	*	*	PUNCT
fbem-28224	48	154	0.178	0.178	NUM
fbem-28224	48	155	*	*	PUNCT
fbem-28224	48	156	*	*	PUNCT
fbem-28224	48	157	*	*	PUNCT
fbem-28224	48	158	0.165	0.165	NUM
fbem-28224	48	159	*	*	PUNCT
fbem-28224	48	160	*	*	PUNCT
fbem-28224	48	161	*	*	PUNCT
fbem-28224	48	162	(	(	PUNCT
fbem-28224	48	163	4.892	4.892	NUM
fbem-28224	48	164	)	)	PUNCT
fbem-28224	48	165	(	(	PUNCT
fbem-28224	48	166	4.568	4.568	NUM
fbem-28224	48	167	)	)	PUNCT
fbem-28224	48	168	(	(	PUNCT
fbem-28224	48	169	4.237	4.237	NUM
fbem-28224	48	170	)	)	PUNCT
fbem-28224	48	171	management	management	NOUN
fbem-28224	48	172	shareholding	shareholding	NOUN
fbem-28224	48	173	-0.081	-0.081	X
fbem-28224	48	174	*	*	PUNCT
fbem-28224	48	175	-0.073	-0.073	X
fbem-28224	48	176	-0.066	-0.066	PUNCT
fbem-28224	48	177	(	(	PUNCT
fbem-28224	48	178	-1.645	-1.645	PROPN
fbem-28224	48	179	)	)	PUNCT
fbem-28224	48	180	(	(	PUNCT
fbem-28224	48	181	-1.534	-1.534	PROPN
fbem-28224	48	182	)	)	PUNCT
fbem-28224	48	183	(	(	PUNCT
fbem-28224	48	184	-1.319	-1.319	X
fbem-28224	48	185	)	)	PUNCT
fbem-28224	48	186	number	number	NOUN
fbem-28224	48	187	of	of	ADP
fbem-28224	48	188	employees	employee	NOUN
fbem-28224	48	189	0.0002	0.0002	NUM
fbem-28224	48	190	0.0003	0.0003	NUM
fbem-28224	48	191	0.0004	0.0004	NUM
fbem-28224	48	192	*	*	PUNCT
fbem-28224	48	193	*	*	PUNCT
fbem-28224	48	194	(	(	PUNCT
fbem-28224	48	195	1.105	1.105	NUM
fbem-28224	48	196	)	)	PUNCT
fbem-28224	48	197	(	(	PUNCT
fbem-28224	48	198	1.356	1.356	NUM
fbem-28224	48	199	)	)	PUNCT
fbem-28224	48	200	(	(	PUNCT
fbem-28224	48	201	2.045	2.045	NUM
fbem-28224	48	202	)	)	PUNCT
fbem-28224	48	203	stock	stock	NOUN
fbem-28224	48	204	return	return	NOUN
fbem-28224	48	205	-0.143	-0.143	PUNCT
fbem-28224	48	206	*	*	X
fbem-28224	48	207	*	*	PUNCT
fbem-28224	48	208	*	*	PUNCT
fbem-28224	48	209	-0.129	-0.129	PUNCT
fbem-28224	48	210	*	*	PUNCT
fbem-28224	48	211	*	*	PUNCT
fbem-28224	48	212	*	*	PUNCT
fbem-28224	49	1	-0.116	-0.116	PUNCT
fbem-28224	50	1	*	*	PUNCT
fbem-28224	50	2	*	*	PUNCT
fbem-28224	50	3	*	*	PUNCT
fbem-28224	50	4	(	(	PUNCT
fbem-28224	50	5	-6.542	-6.542	PROPN
fbem-28224	50	6	)	)	PUNCT
fbem-28224	50	7	(	(	PUNCT
fbem-28224	50	8	-5.987	-5.987	X
fbem-28224	50	9	)	)	PUNCT
fbem-28224	50	10	(	(	PUNCT
fbem-28224	50	11	-5.328	-5.328	X
fbem-28224	50	12	)	)	PUNCT
fbem-28224	50	13	risk	risk	NOUN
fbem-28224	50	14	-	-	PUNCT
fbem-28224	50	15	adjusted	adjust	VERB
fbem-28224	50	16	returns	return	NOUN
fbem-28224	50	17	0.211	0.211	NUM
fbem-28224	50	18	*	*	PUNCT
fbem-28224	50	19	*	*	PUNCT
fbem-28224	50	20	0.203	0.203	NUM
fbem-28224	50	21	*	*	PUNCT
fbem-28224	50	22	*	*	PUNCT
fbem-28224	50	23	*	*	PUNCT
fbem-28224	50	24	0.195	0.195	NUM
fbem-28224	50	25	*	*	PUNCT
fbem-28224	50	26	*	*	PUNCT
fbem-28224	50	27	*	*	PUNCT
fbem-28224	50	28	(	(	PUNCT
fbem-28224	50	29	2.951	2.951	NUM
fbem-28224	50	30	)	)	PUNCT
fbem-28224	50	31	(	(	PUNCT
fbem-28224	50	32	3.145	3.145	NUM
fbem-28224	50	33	)	)	PUNCT
fbem-28224	50	34	(	(	PUNCT
fbem-28224	50	35	3.342	3.342	NUM
fbem-28224	50	36	)	)	PUNCT
fbem-28224	50	37	return	return	NOUN
fbem-28224	50	38	on	on	ADP
fbem-28224	50	39	assets	asset	NOUN
fbem-28224	50	40	-0.033	-0.033	NUM
fbem-28224	50	41	-0.037	-0.037	PUNCT
fbem-28224	50	42	-0.042	-0.042	PUNCT
fbem-28224	50	43	*	*	PUNCT
fbem-28224	50	44	(	(	PUNCT
fbem-28224	50	45	-1.310	-1.310	PROPN
fbem-28224	50	46	)	)	PUNCT
fbem-28224	50	47	(	(	PUNCT
fbem-28224	50	48	-1.449	-1.449	NOUN
fbem-28224	50	49	)	)	PUNCT
fbem-28224	50	50	(	(	PUNCT
fbem-28224	50	51	-1.578	-1.578	X
fbem-28224	50	52	)	)	PUNCT
fbem-28224	50	53	debt	debt	NOUN
fbem-28224	50	54	ratio	ratio	NOUN
fbem-28224	50	55	0.009	0.009	NUM
fbem-28224	50	56	0.011	0.011	NUM
fbem-28224	50	57	0.014	0.014	NUM
fbem-28224	50	58	*	*	PUNCT
fbem-28224	50	59	*	*	PUNCT
fbem-28224	50	60	(	(	PUNCT
fbem-28224	50	61	0.876	0.876	NUM
fbem-28224	50	62	)	)	PUNCT
fbem-28224	50	63	(	(	PUNCT
fbem-28224	50	64	1.034	1.034	NUM
fbem-28224	50	65	)	)	PUNCT
fbem-28224	50	66	(	(	PUNCT
fbem-28224	50	67	2.112	2.112	NUM
fbem-28224	50	68	)	)	PUNCT
fbem-28224	50	69	cash	cash	NOUN
fbem-28224	50	70	flows	flow	NOUN
fbem-28224	50	71	from	from	ADP
fbem-28224	50	72	operating	operate	VERB
fbem-28224	50	73	activities	activity	NOUN
fbem-28224	50	74	-0.106	-0.106	NOUN
fbem-28224	50	75	*	*	PUNCT
fbem-28224	50	76	*	*	PUNCT
fbem-28224	50	77	*	*	PUNCT
fbem-28224	50	78	-0.097	-0.097	PUNCT
fbem-28224	50	79	*	*	PUNCT
fbem-28224	50	80	*	*	PUNCT
fbem-28224	50	81	-0.088	-0.088	PROPN
fbem-28224	50	82	*	*	PUNCT
fbem-28224	50	83	(	(	PUNCT
fbem-28224	50	84	-3.308	-3.308	NUM
fbem-28224	50	85	)	)	PUNCT
fbem-28224	50	86	(	(	PUNCT
fbem-28224	50	87	-2.987	-2.987	ADV
fbem-28224	50	88	)	)	PUNCT
fbem-28224	50	89	(	(	PUNCT
fbem-28224	50	90	-2.604	-2.604	CCONJ
fbem-28224	50	91	)	)	PUNCT
fbem-28224	50	92	age	age	NOUN
fbem-28224	50	93	of	of	ADP
fbem-28224	50	94	business	business	NOUN
fbem-28224	50	95	0.056	0.056	NUM
fbem-28224	50	96	*	*	PUNCT
fbem-28224	50	97	*	*	PUNCT
fbem-28224	50	98	*	*	PUNCT
fbem-28224	50	99	0.049	0.049	NUM
fbem-28224	50	100	*	*	PUNCT
fbem-28224	50	101	*	*	PUNCT
fbem-28224	50	102	*	*	PUNCT
fbem-28224	50	103	0.043	0.043	NUM
fbem-28224	50	104	*	*	PUNCT
fbem-28224	50	105	*	*	PUNCT
fbem-28224	50	106	*	*	PUNCT
fbem-28224	50	107	(	(	PUNCT
fbem-28224	50	108	3.742	3.742	NUM
fbem-28224	50	109	)	)	PUNCT
fbem-28224	50	110	(	(	PUNCT
fbem-28224	50	111	3.276	3.276	NUM
fbem-28224	50	112	)	)	PUNCT
fbem-28224	50	113	(	(	PUNCT
fbem-28224	50	114	2.855	2.855	NUM
fbem-28224	50	115	)	)	PUNCT
fbem-28224	50	116	ebitda	ebitda	NOUN
fbem-28224	50	117	to	to	ADP
fbem-28224	50	118	operating	operate	VERB
fbem-28224	50	119	income	income	NOUN
fbem-28224	50	120	ratio	ratio	NOUN
fbem-28224	50	121	0.072	0.072	NUM
fbem-28224	50	122	*	*	PUNCT
fbem-28224	50	123	*	*	PUNCT
fbem-28224	51	1	*	*	PUNCT
fbem-28224	51	2	0.068	0.068	NUM
fbem-28224	51	3	*	*	PUNCT
fbem-28224	51	4	*	*	PUNCT
fbem-28224	51	5	*	*	PUNCT
fbem-28224	51	6	0.063	0.063	NUM
fbem-28224	51	7	*	*	PUNCT
fbem-28224	51	8	*	*	PUNCT
fbem-28224	51	9	*	*	PUNCT
fbem-28224	51	10	(	(	PUNCT
fbem-28224	51	11	4.128	4.128	NUM
fbem-28224	51	12	)	)	PUNCT
fbem-28224	51	13	(	(	PUNCT
fbem-28224	51	14	3.947	3.947	NUM
fbem-28224	51	15	)	)	PUNCT
fbem-28224	51	16	(	(	PUNCT
fbem-28224	51	17	3.769	3.769	NUM
fbem-28224	51	18	)	)	PUNCT
fbem-28224	51	19	constant	constant	ADJ
fbem-28224	51	20	term	term	NOUN
fbem-28224	51	21	(	(	PUNCT
fbem-28224	51	22	math	math	NOUN
fbem-28224	51	23	.	.	PUNCT
fbem-28224	51	24	)	)	PUNCT
fbem-28224	52	1	-2.157	-2.157	PROPN
fbem-28224	52	2	*	*	PUNCT
fbem-28224	52	3	*	*	PUNCT
fbem-28224	52	4	*	*	NOUN
fbem-28224	52	5	-2.048	-2.048	NOUN
fbem-28224	52	6	*	*	PUNCT
fbem-28224	52	7	*	*	PUNCT
fbem-28224	52	8	-1.935	-1.935	NOUN
fbem-28224	52	9	*	*	PUNCT
fbem-28224	52	10	(	(	PUNCT
fbem-28224	52	11	-5.108	-5.108	NUM
fbem-28224	52	12	)	)	PUNCT
fbem-28224	52	13	(	(	PUNCT
fbem-28224	52	14	-4.862	-4.862	X
fbem-28224	52	15	)	)	PUNCT
fbem-28224	52	16	(	(	PUNCT
fbem-28224	52	17	-4.627	-4.627	NOUN
fbem-28224	52	18	)	)	PUNCT
fbem-28224	52	19	year	year	NOUN
fbem-28224	52	20	control	control	NOUN
fbem-28224	53	1	be	be	AUX
fbem-28224	53	2	be	be	AUX
fbem-28224	53	3	be	be	AUX
fbem-28224	53	4	observed	observe	VERB
fbem-28224	53	5	value	value	NOUN
fbem-28224	53	6	5824	5824	NUM
fbem-28224	53	7	5824	5824	NUM
fbem-28224	53	8	5824	5824	NUM
fbem-28224	53	9	adjusted	adjust	VERB
fbem-28224	53	10	r	r	NOUN
fbem-28224	53	11	-	-	PUNCT
fbem-28224	53	12	square	square	ADJ
fbem-28224	53	13	0.394	0.394	NUM
fbem-28224	53	14	0.401	0.401	NUM
fbem-28224	53	15	0.409	0.409	NUM
fbem-28224	53	16	5	5	NUM
fbem-28224	53	17	.	.	PUNCT
fbem-28224	53	18	conclusions	conclusion	NOUN
fbem-28224	53	19	by	by	ADP
fbem-28224	53	20	analysing	analyse	VERB
fbem-28224	53	21	public	public	ADJ
fbem-28224	53	22	information	information	NOUN
fbem-28224	53	23	,	,	PUNCT
fbem-28224	53	24	ordinary	ordinary	ADJ
fbem-28224	53	25	shareholders	shareholder	NOUN
fbem-28224	53	26	can	can	AUX
fbem-28224	53	27	effectively	effectively	ADV
fbem-28224	53	28	avoid	avoid	VERB
fbem-28224	53	29	the	the	DET
fbem-28224	53	30	business	business	NOUN
fbem-28224	53	31	risks	risk	NOUN
fbem-28224	53	32	of	of	ADP
fbem-28224	53	33	listed	list	VERB
fbem-28224	53	34	companies	company	NOUN
fbem-28224	53	35	.	.	PUNCT
fbem-28224	54	1	research	research	NOUN
fbem-28224	54	2	shows	show	VERB
fbem-28224	54	3	that	that	SCONJ
fbem-28224	54	4	financial	financial	ADJ
fbem-28224	54	5	statements	statement	NOUN
fbem-28224	54	6	,	,	PUNCT
fbem-28224	54	7	announcements	announcement	NOUN
fbem-28224	54	8	and	and	CCONJ
fbem-28224	54	9	industry	industry	NOUN
fbem-28224	54	10	developments	development	NOUN
fbem-28224	54	11	are	be	AUX
fbem-28224	54	12	the	the	DET
fbem-28224	54	13	core	core	ADJ
fbem-28224	54	14	information	information	NOUN
fbem-28224	54	15	to	to	PART
fbem-28224	54	16	focus	focus	VERB
fbem-28224	54	17	on	on	ADP
fbem-28224	54	18	.	.	PUNCT
fbem-28224	55	1	specific	specific	ADJ
fbem-28224	55	2	methods	method	NOUN
fbem-28224	55	3	include	include	VERB
fbem-28224	55	4	the	the	DET
fbem-28224	55	5	use	use	NOUN
fbem-28224	55	6	of	of	ADP
fbem-28224	55	7	financial	financial	ADJ
fbem-28224	55	8	ratio	ratio	NOUN
fbem-28224	55	9	analyses	analysis	NOUN
fbem-28224	55	10	,	,	PUNCT
fbem-28224	55	11	such	such	ADJ
fbem-28224	55	12	as	as	ADP
fbem-28224	55	13	current	current	ADJ
fbem-28224	55	14	ratio	ratio	NOUN
fbem-28224	55	15	,	,	PUNCT
fbem-28224	55	16	gearing	gear	VERB
fbem-28224	55	17	ratio	ratio	NOUN
fbem-28224	55	18	and	and	CCONJ
fbem-28224	55	19	return	return	NOUN
fbem-28224	55	20	on	on	ADP
fbem-28224	55	21	net	net	ADJ
fbem-28224	55	22	assets	asset	NOUN
fbem-28224	55	23	,	,	PUNCT
fbem-28224	55	24	to	to	ADP
fbem-28224	55	25	61	61	NUM
fbem-28224	55	26	determine	determine	VERB
fbem-28224	55	27	a	a	DET
fbem-28224	55	28	company	company	NOUN
fbem-28224	55	29	's	's	PART
fbem-28224	55	30	short	short	ADJ
fbem-28224	55	31	-	-	PUNCT
fbem-28224	55	32	term	term	NOUN
fbem-28224	55	33	solvency	solvency	NOUN
fbem-28224	55	34	and	and	CCONJ
fbem-28224	55	35	long	long	ADJ
fbem-28224	55	36	-	-	PUNCT
fbem-28224	55	37	term	term	NOUN
fbem-28224	55	38	development	development	NOUN
fbem-28224	55	39	potential	potential	NOUN
fbem-28224	55	40	.	.	PUNCT
fbem-28224	56	1	a	a	DET
fbem-28224	56	2	current	current	ADJ
fbem-28224	56	3	ratio	ratio	NOUN
fbem-28224	56	4	of	of	ADP
fbem-28224	56	5	less	less	ADJ
fbem-28224	56	6	than	than	ADP
fbem-28224	56	7	one	one	NUM
fbem-28224	56	8	sends	send	VERB
fbem-28224	56	9	a	a	DET
fbem-28224	56	10	warning	warning	NOUN
fbem-28224	56	11	signal	signal	NOUN
fbem-28224	56	12	that	that	SCONJ
fbem-28224	56	13	a	a	DET
fbem-28224	56	14	liquidity	liquidity	NOUN
fbem-28224	56	15	crisis	crisis	NOUN
fbem-28224	56	16	may	may	AUX
fbem-28224	56	17	occur	occur	VERB
fbem-28224	56	18	.	.	PUNCT
fbem-28224	57	1	timely	timely	ADJ
fbem-28224	57	2	interpretation	interpretation	NOUN
fbem-28224	57	3	of	of	ADP
fbem-28224	57	4	announcement	announcement	NOUN
fbem-28224	57	5	information	information	NOUN
fbem-28224	57	6	is	be	AUX
fbem-28224	57	7	critical	critical	ADJ
fbem-28224	57	8	to	to	ADP
fbem-28224	57	9	identifying	identify	VERB
fbem-28224	57	10	potential	potential	ADJ
fbem-28224	57	11	risks	risk	NOUN
fbem-28224	57	12	.	.	PUNCT
fbem-28224	58	1	in	in	ADP
fbem-28224	58	2	particular	particular	ADJ
fbem-28224	58	3	,	,	PUNCT
fbem-28224	58	4	changes	change	NOUN
fbem-28224	58	5	in	in	ADP
fbem-28224	58	6	senior	senior	ADJ
fbem-28224	58	7	management	management	NOUN
fbem-28224	58	8	,	,	PUNCT
fbem-28224	58	9	revisions	revision	NOUN
fbem-28224	58	10	to	to	ADP
fbem-28224	58	11	financial	financial	ADJ
fbem-28224	58	12	forecasts	forecast	NOUN
fbem-28224	58	13	,	,	PUNCT
fbem-28224	58	14	share	share	NOUN
fbem-28224	58	15	incentives	incentive	NOUN
fbem-28224	58	16	,	,	PUNCT
fbem-28224	58	17	and	and	CCONJ
fbem-28224	58	18	actions	action	NOUN
fbem-28224	58	19	to	to	PART
fbem-28224	58	20	increase	increase	VERB
fbem-28224	58	21	or	or	CCONJ
fbem-28224	58	22	decrease	decrease	VERB
fbem-28224	58	23	shareholdings	shareholding	NOUN
fbem-28224	58	24	require	require	VERB
fbem-28224	58	25	a	a	DET
fbem-28224	58	26	high	high	ADJ
fbem-28224	58	27	degree	degree	NOUN
fbem-28224	58	28	of	of	ADP
fbem-28224	58	29	attention	attention	NOUN
fbem-28224	58	30	.	.	PUNCT
fbem-28224	59	1	at	at	ADP
fbem-28224	59	2	the	the	DET
fbem-28224	59	3	same	same	ADJ
fbem-28224	59	4	time	time	NOUN
fbem-28224	59	5	,	,	PUNCT
fbem-28224	59	6	access	access	NOUN
fbem-28224	59	7	to	to	ADP
fbem-28224	59	8	industry	industry	NOUN
fbem-28224	59	9	information	information	NOUN
fbem-28224	59	10	and	and	CCONJ
fbem-28224	59	11	identification	identification	NOUN
fbem-28224	59	12	of	of	ADP
fbem-28224	59	13	market	market	NOUN
fbem-28224	59	14	changes	change	NOUN
fbem-28224	59	15	,	,	PUNCT
fbem-28224	59	16	especially	especially	ADV
fbem-28224	59	17	competitor	competitor	NOUN
fbem-28224	59	18	dynamics	dynamic	NOUN
fbem-28224	59	19	,	,	PUNCT
fbem-28224	59	20	can	can	AUX
fbem-28224	59	21	be	be	AUX
fbem-28224	59	22	useful	useful	ADJ
fbem-28224	59	23	in	in	ADP
fbem-28224	59	24	grasping	grasp	VERB
fbem-28224	59	25	a	a	DET
fbem-28224	59	26	company	company	NOUN
fbem-28224	59	27	's	's	PART
fbem-28224	59	28	position	position	NOUN
fbem-28224	59	29	in	in	ADP
fbem-28224	59	30	the	the	DET
fbem-28224	59	31	industry	industry	NOUN
fbem-28224	59	32	.	.	PUNCT
fbem-28224	60	1	ordinary	ordinary	ADJ
fbem-28224	60	2	shareholders	shareholder	NOUN
fbem-28224	60	3	can	can	AUX
fbem-28224	60	4	establish	establish	VERB
fbem-28224	60	5	a	a	DET
fbem-28224	60	6	personal	personal	ADJ
fbem-28224	60	7	risk	risk	NOUN
fbem-28224	60	8	assessment	assessment	NOUN
fbem-28224	60	9	system	system	NOUN
fbem-28224	60	10	and	and	CCONJ
fbem-28224	60	11	set	set	VERB
fbem-28224	60	12	reasonable	reasonable	ADJ
fbem-28224	60	13	stop	stop	VERB
fbem-28224	60	14	-	-	PUNCT
fbem-28224	60	15	loss	loss	NOUN
fbem-28224	60	16	points	point	NOUN
fbem-28224	60	17	and	and	CCONJ
fbem-28224	60	18	profit	profit	NOUN
fbem-28224	60	19	targets	target	NOUN
fbem-28224	60	20	to	to	PART
fbem-28224	60	21	effectively	effectively	ADV
fbem-28224	60	22	deal	deal	VERB
fbem-28224	60	23	with	with	ADP
fbem-28224	60	24	unexpected	unexpected	ADJ
fbem-28224	60	25	risks	risk	NOUN
fbem-28224	60	26	.	.	PUNCT
fbem-28224	61	1	this	this	DET
fbem-28224	61	2	system	system	NOUN
fbem-28224	61	3	should	should	AUX
fbem-28224	61	4	also	also	ADV
fbem-28224	61	5	take	take	VERB
fbem-28224	61	6	into	into	ADP
fbem-28224	61	7	account	account	NOUN
fbem-28224	61	8	industry	industry	NOUN
fbem-28224	61	9	characteristics	characteristic	NOUN
fbem-28224	61	10	,	,	PUNCT
fbem-28224	61	11	market	market	NOUN
fbem-28224	61	12	cycles	cycle	NOUN
fbem-28224	61	13	and	and	CCONJ
fbem-28224	61	14	macroeconomic	macroeconomic	ADJ
fbem-28224	61	15	changes	change	NOUN
fbem-28224	61	16	,	,	PUNCT
fbem-28224	61	17	and	and	CCONJ
fbem-28224	61	18	regularly	regularly	ADV
fbem-28224	61	19	update	update	VERB
fbem-28224	61	20	the	the	DET
fbem-28224	61	21	assessment	assessment	NOUN
fbem-28224	61	22	parameters	parameter	NOUN
fbem-28224	61	23	and	and	CCONJ
fbem-28224	61	24	compare	compare	VERB
fbem-28224	61	25	historical	historical	ADJ
fbem-28224	61	26	data	datum	NOUN
fbem-28224	61	27	to	to	PART
fbem-28224	61	28	enhance	enhance	VERB
fbem-28224	61	29	the	the	DET
fbem-28224	61	30	ability	ability	NOUN
fbem-28224	61	31	to	to	PART
fbem-28224	61	32	identify	identify	VERB
fbem-28224	61	33	potential	potential	ADJ
fbem-28224	61	34	risks	risk	NOUN
fbem-28224	61	35	.	.	PUNCT
fbem-28224	62	1	in	in	ADP
fbem-28224	62	2	addition	addition	NOUN
fbem-28224	62	3	,	,	PUNCT
fbem-28224	62	4	the	the	DET
fbem-28224	62	5	flexibility	flexibility	NOUN
fbem-28224	62	6	of	of	ADP
fbem-28224	62	7	risk	risk	NOUN
fbem-28224	62	8	prevention	prevention	NOUN
fbem-28224	62	9	and	and	CCONJ
fbem-28224	62	10	control	control	NOUN
fbem-28224	62	11	can	can	AUX
fbem-28224	62	12	be	be	AUX
fbem-28224	62	13	enhanced	enhance	VERB
fbem-28224	62	14	by	by	ADP
fbem-28224	62	15	identifying	identify	VERB
fbem-28224	62	16	changes	change	NOUN
fbem-28224	62	17	in	in	ADP
fbem-28224	62	18	market	market	NOUN
fbem-28224	62	19	sentiment	sentiment	NOUN
fbem-28224	62	20	in	in	ADP
fbem-28224	62	21	conjunction	conjunction	NOUN
fbem-28224	62	22	with	with	ADP
fbem-28224	62	23	social	social	ADJ
fbem-28224	62	24	network	network	NOUN
fbem-28224	62	25	opinion	opinion	NOUN
fbem-28224	62	26	analysis	analysis	NOUN
fbem-28224	62	27	.	.	PUNCT
fbem-28224	63	1	references	reference	NOUN
fbem-28224	63	2	[	[	X
fbem-28224	63	3	1	1	NUM
fbem-28224	63	4	]	]	PUNCT
fbem-28224	63	5	yuan	yuan	NOUN
fbem-28224	63	6	yuchen	yuchen	ADV
fbem-28224	63	7	.	.	PUNCT
fbem-28224	64	1	controlling	control	VERB
fbem-28224	64	2	shareholders	shareholder	NOUN
fbem-28224	64	3	'	'	PART
fbem-28224	64	4	equity	equity	NOUN
fbem-28224	64	5	pledge	pledge	NOUN
fbem-28224	64	6	and	and	CCONJ
fbem-28224	64	7	corporate	corporate	ADJ
fbem-28224	64	8	charitable	charitable	ADJ
fbem-28224	64	9	giving	giving	NOUN
fbem-28224	64	10	[	[	X
fbem-28224	64	11	j	j	X
fbem-28224	64	12	]	]	X
fbem-28224	64	13	.	.	PUNCT
fbem-28224	64	14	2022	2022	NUM
fbem-28224	64	15	.	.	PUNCT
fbem-28224	65	1	[	[	X
fbem-28224	65	2	2	2	NUM
fbem-28224	65	3	]	]	PUNCT
fbem-28224	65	4	wu	wu	PROPN
fbem-28224	65	5	qianglin	qianglin	PROPN
fbem-28224	65	6	.	.	PUNCT
fbem-28224	66	1	stock	stock	NOUN
fbem-28224	66	2	analysis	analysis	NOUN
fbem-28224	66	3	methods	method	NOUN
fbem-28224	66	4	and	and	CCONJ
fbem-28224	66	5	investment	investment	NOUN
fbem-28224	66	6	returns	return	NOUN
fbem-28224	66	7	of	of	ADP
fbem-28224	66	8	chinese	chinese	ADJ
fbem-28224	66	9	stockholders	stockholder	NOUN
fbem-28224	66	10	an	an	DET
fbem-28224	66	11	empirical	empirical	ADJ
fbem-28224	66	12	study	study	NOUN
fbem-28224	66	13	based	base	VERB
fbem-28224	66	14	on	on	ADP
fbem-28224	66	15	chfs	chfs	NOUN
fbem-28224	66	16	data	datum	NOUN
fbem-28224	67	1	[	[	X
fbem-28224	67	2	j	j	X
fbem-28224	67	3	]	]	X
fbem-28224	67	4	.	.	PUNCT
fbem-28224	68	1	financial	financial	PROPN
fbem-28224	68	2	literature	literature	PROPN
fbem-28224	68	3	forum	forum	PROPN
fbem-28224	68	4	,	,	PUNCT
fbem-28224	68	5	2021	2021	NUM
fbem-28224	68	6	.	.	PUNCT
fbem-28224	69	1	[	[	X
fbem-28224	69	2	3	3	X
fbem-28224	69	3	]	]	PUNCT
fbem-28224	69	4	lma	lma	PROPN
fbem-28224	69	5	aladwey	aladwey	PROPN
fbem-28224	69	6	,	,	PUNCT
fbem-28224	69	7	a	a	DET
fbem-28224	69	8	jaafar	jaafar	ADJ
fbem-28224	69	9	,	,	PUNCT
fbem-28224	69	10	pk	pk	NOUN
fbem-28224	69	11	hussainey	hussainey	NOUN
fbem-28224	69	12	.	.	PUNCT
fbem-28224	70	1	the	the	DET
fbem-28224	70	2	effect	effect	NOUN
fbem-28224	70	3	of	of	ADP
fbem-28224	70	4	equity	equity	NOUN
fbem-28224	70	5	ownership	ownership	NOUN
fbem-28224	70	6	structure	structure	NOUN
fbem-28224	70	7	on	on	ADP
fbem-28224	70	8	non	non	ADJ
fbem-28224	70	9	-	-	ADJ
fbem-28224	70	10	conditional	conditional	ADJ
fbem-28224	70	11	conservatism	conservatism	NOUN
fbem-28224	70	12	:	:	PUNCT
fbem-28224	70	13	an	an	DET
fbem-28224	70	14	empirical	empirical	ADJ
fbem-28224	70	15	study	study	NOUN
fbem-28224	70	16	based	base	VERB
fbem-28224	70	17	on	on	ADP
fbem-28224	70	18	listed	list	VERB
fbem-28224	70	19	companies	company	NOUN
fbem-28224	70	20	in	in	ADP
fbem-28224	70	21	egypt	egypt	PROPN
fbem-28224	71	1	[	[	X
fbem-28224	71	2	d	d	X
fbem-28224	71	3	]	]	X
fbem-28224	71	4	.	.	PUNCT
fbem-28224	72	1	journal	journal	PROPN
fbem-28224	72	2	of	of	ADP
fbem-28224	72	3	financial	financial	ADJ
fbem-28224	72	4	reporting	reporting	NOUN
fbem-28224	72	5	&	&	CCONJ
fbem-28224	72	6	accounting	accounting	NOUN
fbem-28224	72	7	,	,	PUNCT
fbem-28224	72	8	2021	2021	NUM
fbem-28224	72	9	.	.	PUNCT
fbem-28224	73	1	[	[	X
fbem-28224	73	2	4	4	X
fbem-28224	73	3	]	]	SYM
fbem-28224	73	4	li	li	PROPN
fbem-28224	73	5	yuna	yuna	PROPN
fbem-28224	73	6	.	.	PUNCT
fbem-28224	74	1	is	be	AUX
fbem-28224	74	2	the	the	DET
fbem-28224	74	3	yili	yili	PROPN
fbem-28224	74	4	stock	stock	PROPN
fbem-28224	74	5	equity	equity	PROPN
fbem-28224	74	6	incentive	incentive	NOUN
fbem-28224	74	7	an	an	DET
fbem-28224	74	8	effective	effective	ADJ
fbem-28224	74	9	incentive	incentive	NOUN
fbem-28224	74	10	or	or	CCONJ
fbem-28224	74	11	a	a	DET
fbem-28224	74	12	self	self	NOUN
fbem-28224	74	13	-	-	PUNCT
fbem-28224	74	14	serving	serve	VERB
fbem-28224	74	15	benefit	benefit	NOUN
fbem-28224	74	16	?	?	PUNCT
fbem-28224	75	1	[	[	X
fbem-28224	75	2	j	j	X
fbem-28224	75	3	]	]	X
fbem-28224	75	4	.	.	PUNCT
fbem-28224	76	1	2022	2022	NUM
fbem-28224	76	2	.	.	PUNCT
fbem-28224	77	1	[	[	X
fbem-28224	77	2	5	5	X
fbem-28224	77	3	]	]	X
fbem-28224	77	4	p	p	X
fbem-28224	77	5	ayunku	ayunku	NOUN
fbem-28224	77	6	,	,	PUNCT
fbem-28224	77	7	a	a	DET
fbem-28224	77	8	uzochukwu.credit	uzochukwu.credit	NUM
fbem-28224	77	9	management	management	NOUN
fbem-28224	77	10	and	and	CCONJ
fbem-28224	77	11	issues	issue	NOUN
fbem-28224	77	12	of	of	ADP
fbem-28224	77	13	bad	bad	ADJ
fbem-28224	77	14	debts	debt	NOUN
fbem-28224	77	15	:	:	PUNCT
fbem-28224	77	16	an	an	DET
fbem-28224	77	17	empirical	empirical	ADJ
fbem-28224	77	18	study	study	NOUN
fbem-28224	77	19	of	of	ADP
fbem-28224	77	20	listed	list	VERB
fbem-28224	77	21	deposit	deposit	NOUN
fbem-28224	77	22	banks	bank	NOUN
fbem-28224	77	23	in	in	ADP
fbem-28224	77	24	nigeria	nigeria	PROPN
fbem-28224	78	1	[	[	X
fbem-28224	78	2	d	d	X
fbem-28224	78	3	]	]	X
fbem-28224	78	4	.	.	PUNCT
fbem-28224	79	1	business	business	PROPN
fbem-28224	79	2	&	&	CCONJ
fbem-28224	79	3	accounting	accounting	PROPN
fbem-28224	79	4	,	,	PUNCT
fbem-28224	79	5	2020	2020	NUM
fbem-28224	79	6	.	.	PUNCT
fbem-28224	80	1	[	[	X
fbem-28224	80	2	6	6	NUM
fbem-28224	80	3	]	]	X
fbem-28224	80	4	qin	qin	PROPN
fbem-28224	80	5	luohan	luohan	PROPN
fbem-28224	80	6	.	.	PUNCT
fbem-28224	81	1	private	private	ADJ
fbem-28224	81	2	equity	equity	NOUN
fbem-28224	81	3	investment	investment	NOUN
fbem-28224	81	4	decision	decision	NOUN
fbem-28224	81	5	and	and	CCONJ
fbem-28224	81	6	market	market	NOUN
fbem-28224	81	7	response	response	NOUN
fbem-28224	81	8	an	an	DET
fbem-28224	81	9	empirical	empirical	ADJ
fbem-28224	81	10	study	study	NOUN
fbem-28224	81	11	based	base	VERB
fbem-28224	81	12	on	on	ADP
fbem-28224	81	13	gem	gem	NOUN
fbem-28224	81	14	listed	list	VERB
fbem-28224	81	15	companies	company	NOUN
fbem-28224	82	1	[	[	X
fbem-28224	82	2	j	j	X
fbem-28224	82	3	]	]	X
fbem-28224	82	4	.	.	PUNCT
fbem-28224	83	1	international	international	ADJ
fbem-28224	83	2	business	business	NOUN
fbem-28224	83	3	(	(	PUNCT
fbem-28224	83	4	journal	journal	NOUN
fbem-28224	83	5	of	of	ADP
fbem-28224	83	6	the	the	DET
fbem-28224	83	7	university	university	PROPN
fbem-28224	83	8	of	of	ADP
fbem-28224	83	9	international	international	ADJ
fbem-28224	83	10	business	business	NOUN
fbem-28224	83	11	and	and	CCONJ
fbem-28224	83	12	economics	economic	NOUN
fbem-28224	83	13	)	)	PUNCT
fbem-28224	83	14	,	,	PUNCT
fbem-28224	83	15	2018	2018	NUM
fbem-28224	83	16	.	.	PUNCT
fbem-28224	84	1	[	[	X
fbem-28224	84	2	7	7	NUM
fbem-28224	84	3	]	]	X
fbem-28224	84	4	lee	lee	PROPN
fbem-28224	84	5	,	,	PUNCT
fbem-28224	84	6	j.-a	j.-a	PROPN
fbem-28224	84	7	.	.	PUNCT
fbem-28224	84	8	does	do	AUX
fbem-28224	84	9	executive	executive	ADJ
fbem-28224	84	10	academic	academic	ADJ
fbem-28224	84	11	experience	experience	NOUN
fbem-28224	84	12	reduce	reduce	VERB
fbem-28224	84	13	the	the	DET
fbem-28224	84	14	risk	risk	NOUN
fbem-28224	84	15	of	of	ADP
fbem-28224	84	16	stock	stock	NOUN
fbem-28224	84	17	price	price	NOUN
fbem-28224	84	18	crash	crash	NOUN
fbem-28224	84	19	?	?	PUNCT
fbem-28224	85	1	[	[	X
fbem-28224	85	2	j	j	X
fbem-28224	85	3	]	]	X
fbem-28224	85	4	.	.	PUNCT
fbem-28224	86	1	2020	2020	NUM
fbem-28224	86	2	.	.	PUNCT
fbem-28224	87	1	[	[	X
fbem-28224	87	2	8	8	NUM
fbem-28224	87	3	]	]	PUNCT
fbem-28224	87	4	rk	rk	PROPN
fbem-28224	87	5	sharma	sharma	PROPN
fbem-28224	87	6	.	.	PUNCT
fbem-28224	88	1	factors	factor	NOUN
fbem-28224	88	2	influencing	influence	VERB
fbem-28224	88	3	dividend	dividend	NOUN
fbem-28224	88	4	decisions	decision	NOUN
fbem-28224	88	5	of	of	ADP
fbem-28224	88	6	indian	indian	ADJ
fbem-28224	88	7	construction	construction	NOUN
fbem-28224	88	8	,	,	PUNCT
fbem-28224	88	9	housing	housing	NOUN
fbem-28224	88	10	and	and	CCONJ
fbem-28224	88	11	real	real	ADJ
fbem-28224	88	12	estate	estate	NOUN
fbem-28224	88	13	companies	company	NOUN
fbem-28224	88	14	:	:	PUNCT
fbem-28224	88	15	an	an	DET
fbem-28224	88	16	empirical	empirical	ADJ
fbem-28224	88	17	panel	panel	NOUN
fbem-28224	88	18	data	data	VERB
fbem-28224	88	19	analysis	analysis	NOUN
fbem-28224	88	20	[	[	X
fbem-28224	88	21	d	d	X
fbem-28224	88	22	]	]	X
fbem-28224	88	23	.	.	PUNCT
fbem-28224	89	1	international	international	ADJ
fbem-28224	89	2	journal	journal	PROPN
fbem-28224	89	3	of	of	ADP
fbem-28224	89	4	finance	finance	PROPN
fbem-28224	89	5	&	&	CCONJ
fbem-28224	89	6	economics	economic	NOUN
fbem-28224	89	7	,	,	PUNCT
fbem-28224	89	8	2020	2020	NUM
fbem-28224	89	9	.	.	PUNCT
fbem-28224	90	1	[	[	X
fbem-28224	90	2	9	9	NUM
fbem-28224	90	3	]	]	X
fbem-28224	90	4	fang	fang	X
fbem-28224	90	5	qian	qian	PROPN
fbem-28224	90	6	.	.	PUNCT
fbem-28224	91	1	an	an	DET
fbem-28224	91	2	empirical	empirical	ADJ
fbem-28224	91	3	study	study	NOUN
fbem-28224	91	4	of	of	ADP
fbem-28224	91	5	corporate	corporate	ADJ
fbem-28224	91	6	charitable	charitable	ADJ
fbem-28224	91	7	giving	giving	NOUN
fbem-28224	91	8	and	and	CCONJ
fbem-28224	91	9	stock	stock	NOUN
fbem-28224	91	10	price	price	NOUN
fbem-28224	91	11	volatility	volatility	NOUN
fbem-28224	91	12	[	[	X
fbem-28224	91	13	j	j	X
fbem-28224	91	14	]	]	X
fbem-28224	91	15	.	.	PUNCT
fbem-28224	92	1	2019	2019	NUM
fbem-28224	92	2	.	.	PUNCT
fbem-28224	93	1	[	[	X
fbem-28224	93	2	10	10	NUM
fbem-28224	93	3	]	]	X
fbem-28224	93	4	tong	tong	PROPN
fbem-28224	93	5	jingyu	jingyu	PROPN
fbem-28224	93	6	.	.	PUNCT
fbem-28224	94	1	an	an	DET
fbem-28224	94	2	empirical	empirical	ADJ
fbem-28224	94	3	study	study	NOUN
fbem-28224	94	4	on	on	ADP
fbem-28224	94	5	the	the	DET
fbem-28224	94	6	effect	effect	NOUN
fbem-28224	94	7	of	of	ADP
fbem-28224	94	8	share	share	NOUN
fbem-28224	94	9	placement	placement	NOUN
fbem-28224	94	10	announcement	announcement	NOUN
fbem-28224	94	11	of	of	ADP
fbem-28224	94	12	chinese	chinese	ADJ
fbem-28224	94	13	small	small	ADJ
fbem-28224	94	14	and	and	CCONJ
fbem-28224	94	15	medium	medium	ADJ
fbem-28224	94	16	-	-	PUNCT
fbem-28224	94	17	sized	sized	ADJ
fbem-28224	94	18	listed	listed	ADJ
fbem-28224	94	19	companies	company	NOUN
fbem-28224	94	20	--	--	PUNCT
fbem-28224	94	21	based	base	VERB
fbem-28224	94	22	on	on	ADP
fbem-28224	94	23	the	the	DET
fbem-28224	94	24	event	event	NOUN
fbem-28224	94	25	study	study	NOUN
fbem-28224	94	26	method	method	NOUN
fbem-28224	94	27	[	[	X
fbem-28224	94	28	j	j	X
fbem-28224	94	29	]	]	X
fbem-28224	94	30	.	.	PUNCT
fbem-28224	94	31	operation	operation	NOUN
fbem-28224	94	32	manager	manager	NOUN
fbem-28224	94	33	,	,	PUNCT
fbem-28224	94	34	2016	2016	NUM
fbem-28224	94	35	.	.	PUNCT
fbem-28224	95	1	[	[	X
fbem-28224	95	2	11	11	NUM
fbem-28224	95	3	]	]	X
fbem-28224	95	4	jin	jin	PROPN
fbem-28224	95	5	-	-	PUNCT
fbem-28224	95	6	huei	huei	PROPN
fbem-28224	95	7	yeh	yeh	PROPN
fbem-28224	95	8	,	,	PUNCT
fbem-28224	95	9	yi	yi	PROPN
fbem-28224	95	10	-	-	PUNCT
fbem-28224	95	11	chun	chun	PROPN
fbem-28224	95	12	lin	lin	PROPN
fbem-28224	95	13	,	,	PUNCT
fbem-28224	95	14	shan	shan	PROPN
fbem-28224	95	15	-	-	PUNCT
fbem-28224	95	16	ying	ying	PROPN
fbem-28224	95	17	chu	chu	PROPN
fbem-28224	95	18	.	.	PUNCT
fbem-28224	96	1	taiwan	taiwan	PROPN
fbem-28224	96	2	's	's	PART
fbem-28224	96	3	experience	experience	NOUN
fbem-28224	96	4	and	and	CCONJ
fbem-28224	96	5	early	early	ADJ
fbem-28224	96	6	warning	warning	NOUN
fbem-28224	96	7	of	of	ADP
fbem-28224	96	8	stock	stock	NOUN
fbem-28224	96	9	price	price	NOUN
fbem-28224	96	10	manipulation	manipulation	NOUN
fbem-28224	96	11	by	by	ADP
fbem-28224	96	12	pulling	pull	VERB
fbem-28224	96	13	up	up	ADP
fbem-28224	96	14	and	and	CCONJ
fbem-28224	96	15	pouring	pour	VERB
fbem-28224	96	16	down	down	ADP
fbem-28224	96	17	[	[	X
fbem-28224	96	18	j	j	X
fbem-28224	96	19	]	]	X
fbem-28224	96	20	.	.	PUNCT
fbem-28224	97	1	economic	economic	ADJ
fbem-28224	97	2	papers	paper	NOUN
fbem-28224	97	3	,	,	PUNCT
fbem-28224	97	4	2015	2015	NUM
fbem-28224	97	5	.	.	PUNCT
fbem-28224	98	1	[	[	X
fbem-28224	98	2	12	12	NUM
fbem-28224	98	3	]	]	X
fbem-28224	98	4	wang	wang	PROPN
fbem-28224	98	5	lian	lian	PROPN
fbem-28224	98	6	.	.	PUNCT
fbem-28224	99	1	an	an	DET
fbem-28224	99	2	empirical	empirical	ADJ
fbem-28224	99	3	study	study	NOUN
fbem-28224	99	4	of	of	ADP
fbem-28224	99	5	internal	internal	ADJ
fbem-28224	99	6	control	control	NOUN
fbem-28224	99	7	disclosure	disclosure	NOUN
fbem-28224	99	8	of	of	ADP
fbem-28224	99	9	listed	list	VERB
fbem-28224	99	10	companies	company	NOUN
fbem-28224	99	11	[	[	X
fbem-28224	99	12	j	j	X
fbem-28224	99	13	]	]	X
fbem-28224	99	14	.	.	PUNCT
fbem-28224	100	1	hua	hua	PROPN
fbem-28224	100	2	zhang	zhang	PROPN
fbem-28224	100	3	,	,	PUNCT
fbem-28224	100	4	2014	2014	NUM
fbem-28224	100	5	.	.	PUNCT
fbem-28224	101	1	[	[	X
fbem-28224	101	2	13	13	NUM
fbem-28224	101	3	]	]	X
fbem-28224	101	4	lan	lan	PROPN
fbem-28224	101	5	shourong	shourong	PROPN
fbem-28224	101	6	,	,	PUNCT
fbem-28224	101	7	guo	guo	PROPN
fbem-28224	101	8	chun	chun	PROPN
fbem-28224	101	9	.	.	PUNCT
fbem-28224	102	1	an	an	DET
fbem-28224	102	2	empirical	empirical	ADJ
fbem-28224	102	3	study	study	NOUN
fbem-28224	102	4	on	on	ADP
fbem-28224	102	5	the	the	DET
fbem-28224	102	6	issue	issue	NOUN
fbem-28224	102	7	of	of	ADP
fbem-28224	102	8	"	"	PUNCT
fbem-28224	102	9	300,000	300,000	NUM
fbem-28224	102	10	threshold	threshold	NOUN
fbem-28224	102	11	"	"	PUNCT
fbem-28224	102	12	of	of	ADP
fbem-28224	102	13	securities	security	NOUN
fbem-28224	102	14	graded	grade	VERB
fbem-28224	102	15	fund	fund	NOUN
fbem-28224	103	1	[	[	X
fbem-28224	103	2	j	j	X
fbem-28224	103	3	]	]	X
fbem-28224	103	4	.	.	PUNCT
fbem-28224	104	1	journal	journal	PROPN
fbem-28224	104	2	of	of	ADP
fbem-28224	104	3	heilongjiang	heilongjiang	PROPN
fbem-28224	104	4	politics	politic	NOUN
fbem-28224	104	5	and	and	CCONJ
fbem-28224	104	6	law	law	NOUN
fbem-28224	104	7	management	management	NOUN
fbem-28224	104	8	cadre	cadre	NOUN
fbem-28224	104	9	college	college	NOUN
fbem-28224	104	10	,	,	PUNCT
fbem-28224	104	11	2018	2018	NUM
fbem-28224	104	12	.	.	PUNCT