id	sid	tid	token	lemma	pos
asfbr-2647	1	1	asian	asian	PROPN
asfbr-2647	1	2	finance	finance	PROPN
asfbr-2647	1	3	&	&	CCONJ
asfbr-2647	1	4	banking	banking	NOUN
asfbr-2647	1	5	review	review	NOUN
asfbr-2647	1	6	9(1	9(1	NUM
asfbr-2647	1	7	)	)	PUNCT
asfbr-2647	1	8	(	(	PUNCT
asfbr-2647	1	9	2025	2025	NUM
asfbr-2647	1	10	)	)	PUNCT
asfbr-2647	1	11	,	,	PUNCT
asfbr-2647	1	12	1	1	NUM
asfbr-2647	1	13	-	-	SYM
asfbr-2647	1	14	8	8	NUM
asfbr-2647	1	15	1	1	NUM
asfbr-2647	1	16	finance	finance	NOUN
asfbr-2647	1	17	&	&	CCONJ
asfbr-2647	1	18	banking	banking	NOUN
asfbr-2647	1	19	review	review	NOUN
asfbr-2647	1	20	asfbr	asfbr	NOUN
asfbr-2647	1	21	vol	vol	NOUN
asfbr-2647	1	22	9	9	NUM
asfbr-2647	1	23	no	no	DET
asfbr-2647	1	24	1	1	NUM
asfbr-2647	1	25	(	(	PUNCT
asfbr-2647	1	26	2025	2025	NUM
asfbr-2647	1	27	)	)	PUNCT
asfbr-2647	1	28	p	p	X
asfbr-2647	1	29	-	-	PUNCT
asfbr-2647	1	30	issn	issn	VERB
asfbr-2647	1	31	2576	2576	NUM
asfbr-2647	1	32	-	-	SYM
asfbr-2647	1	33	1161	1161	NUM
asfbr-2647	1	34	e	e	NOUN
asfbr-2647	1	35	-	-	NOUN
asfbr-2647	1	36	issn	issn	VERB
asfbr-2647	1	37	2576	2576	NUM
asfbr-2647	1	38	-	-	PUNCT
asfbr-2647	1	39	1188	1188	NUM
asfbr-2647	1	40	journal	journal	NOUN
asfbr-2647	1	41	homepage	homepage	NOUN
asfbr-2647	1	42	:	:	PUNCT
asfbr-2647	1	43	https://www.cribfb.com/journal/index.php/asfbr	https://www.cribfb.com/journal/index.php/asfbr	NOUN
asfbr-2647	1	44	published	publish	VERB
asfbr-2647	1	45	by	by	ADP
asfbr-2647	1	46	asian	asian	ADJ
asfbr-2647	1	47	finance	finance	PROPN
asfbr-2647	1	48	&	&	CCONJ
asfbr-2647	1	49	banking	banking	PROPN
asfbr-2647	1	50	society	society	NOUN
asfbr-2647	1	51	,	,	PUNCT
asfbr-2647	1	52	usa	usa	PROPN
asfbr-2647	1	53	the	the	DET
asfbr-2647	1	54	accuracy	accuracy	NOUN
asfbr-2647	1	55	analysis	analysis	NOUN
asfbr-2647	1	56	of	of	ADP
asfbr-2647	1	57	financial	financial	ADJ
asfbr-2647	1	58	distress	distress	NOUN
asfbr-2647	1	59	model	model	VERB
asfbr-2647	1	60	a	a	DET
asfbr-2647	1	61	benchmark	benchmark	NOUN
asfbr-2647	1	62	of	of	ADP
asfbr-2647	1	63	operational	operational	ADJ
asfbr-2647	1	64	performance	performance	NOUN
asfbr-2647	1	65	and	and	CCONJ
asfbr-2647	1	66	firms	firm	NOUN
asfbr-2647	1	67	'	'	PART
asfbr-2647	1	68	investment	investment	NOUN
asfbr-2647	1	69	syamsu	syamsu	NOUN
asfbr-2647	1	70	alang	alang	PROPN
asfbr-2647	1	71	(	(	PUNCT
asfbr-2647	1	72	a)1	a)1	PROPN
asfbr-2647	1	73	(	(	PUNCT
asfbr-2647	1	74	a	a	X
asfbr-2647	1	75	)	)	PUNCT
asfbr-2647	1	76	senior	senior	ADJ
asfbr-2647	1	77	lecturer	lecturer	NOUN
asfbr-2647	1	78	,	,	PUNCT
asfbr-2647	1	79	school	school	NOUN
asfbr-2647	1	80	of	of	ADP
asfbr-2647	1	81	economics	economic	NOUN
asfbr-2647	1	82	,	,	PUNCT
asfbr-2647	1	83	bhakti	bhakti	PROPN
asfbr-2647	1	84	prasetya	prasetya	PROPN
asfbr-2647	1	85	karya	karya	PROPN
asfbr-2647	1	86	praja	praja	PROPN
asfbr-2647	1	87	,	,	PUNCT
asfbr-2647	1	88	jakarta	jakarta	PROPN
asfbr-2647	1	89	,	,	PUNCT
asfbr-2647	1	90	indonesia	indonesia	PROPN
asfbr-2647	1	91	;	;	PUNCT
asfbr-2647	1	92	e	e	X
asfbr-2647	1	93	-	-	NOUN
asfbr-2647	1	94	mail	mail	NOUN
asfbr-2647	1	95	:	:	PUNCT
asfbr-2647	1	96	syamsualang@yahoo.com	syamsualang@yahoo.com	X
asfbr-2647	2	1	a	a	DET
asfbr-2647	2	2	r	r	NOUN
asfbr-2647	2	3	t	t	NOUN
asfbr-2647	3	1	i	i	PRON
asfbr-2647	3	2	c	c	NOUN
asfbr-2647	3	3	l	l	NOUN
asfbr-2647	3	4	e	e	NOUN
asfbr-2647	4	1	i	i	PRON
asfbr-2647	4	2	n	n	VERB
asfbr-2647	4	3	f	f	NOUN
asfbr-2647	4	4	o	o	NOUN
asfbr-2647	4	5	article	article	NOUN
asfbr-2647	4	6	history	history	NOUN
asfbr-2647	4	7	:	:	PUNCT
asfbr-2647	4	8	received	receive	VERB
asfbr-2647	4	9	:	:	PUNCT
asfbr-2647	4	10	4th	4th	ADJ
asfbr-2647	4	11	march	march	PROPN
asfbr-2647	4	12	2024	2024	NUM
asfbr-2647	4	13	reviewed	review	VERB
asfbr-2647	4	14	&	&	CCONJ
asfbr-2647	4	15	revised	revise	VERB
asfbr-2647	4	16	:	:	PUNCT
asfbr-2647	4	17	5th	5th	ADJ
asfbr-2647	4	18	march	march	NOUN
asfbr-2647	4	19	to	to	ADP
asfbr-2647	4	20	4th	4th	ADJ
asfbr-2647	4	21	august	august	PROPN
asfbr-2647	4	22	2025	2025	NUM
asfbr-2647	4	23	accepted	accept	VERB
asfbr-2647	4	24	:	:	PUNCT
asfbr-2647	4	25	4th	4th	ADJ
asfbr-2647	4	26	august	august	PROPN
asfbr-2647	4	27	2025	2025	NUM
asfbr-2647	4	28	published	publish	VERB
asfbr-2647	4	29	:	:	PUNCT
asfbr-2647	5	1	5th	5th	ADJ
asfbr-2647	5	2	august	august	PROPN
asfbr-2647	5	3	2025	2025	NUM
asfbr-2647	5	4	keywords	keyword	NOUN
asfbr-2647	5	5	:	:	PUNCT
asfbr-2647	5	6	financial	financial	ADJ
asfbr-2647	5	7	distress	distress	NOUN
asfbr-2647	5	8	,	,	PUNCT
asfbr-2647	5	9	the	the	DET
asfbr-2647	5	10	zmijewski	zmijewski	PROPN
asfbr-2647	5	11	prediction	prediction	PROPN
asfbr-2647	5	12	model	model	PROPN
asfbr-2647	5	13	jel	jel	PROPN
asfbr-2647	5	14	classification	classification	NOUN
asfbr-2647	5	15	codes	code	NOUN
asfbr-2647	5	16	:	:	PUNCT
asfbr-2647	5	17	c52	c52	NOUN
asfbr-2647	5	18	,	,	PUNCT
asfbr-2647	5	19	g01	g01	NOUN
asfbr-2647	5	20	,	,	PUNCT
asfbr-2647	5	21	g32	g32	NOUN
asfbr-2647	5	22	,	,	PUNCT
asfbr-2647	5	23	l90	l90	NOUN
asfbr-2647	5	24	,	,	PUNCT
asfbr-2647	5	25	n25	n25	PROPN
asfbr-2647	5	26	peer	peer	NOUN
asfbr-2647	5	27	-	-	PUNCT
asfbr-2647	5	28	review	review	NOUN
asfbr-2647	5	29	model	model	NOUN
asfbr-2647	5	30	:	:	PUNCT
asfbr-2647	5	31	external	external	ADJ
asfbr-2647	5	32	peer	peer	NOUN
asfbr-2647	5	33	-	-	PUNCT
asfbr-2647	5	34	review	review	NOUN
asfbr-2647	5	35	was	be	AUX
asfbr-2647	5	36	done	do	VERB
asfbr-2647	5	37	through	through	ADP
asfbr-2647	5	38	double	double	ADJ
asfbr-2647	5	39	-	-	PUNCT
asfbr-2647	5	40	blind	blind	ADJ
asfbr-2647	5	41	method	method	NOUN
asfbr-2647	5	42	.	.	PUNCT
asfbr-2647	6	1	a	a	DET
asfbr-2647	6	2	b	b	PROPN
asfbr-2647	6	3	s	s	ADP
asfbr-2647	6	4	t	t	PROPN
asfbr-2647	6	5	r	r	NOUN
asfbr-2647	6	6	a	a	DET
asfbr-2647	6	7	c	c	NOUN
asfbr-2647	6	8	t	t	NOUN
asfbr-2647	6	9	this	this	DET
asfbr-2647	6	10	study	study	NOUN
asfbr-2647	6	11	aims	aim	VERB
asfbr-2647	6	12	to	to	PART
asfbr-2647	6	13	find	find	VERB
asfbr-2647	6	14	out	out	ADP
asfbr-2647	6	15	the	the	DET
asfbr-2647	6	16	difference	difference	NOUN
asfbr-2647	6	17	in	in	ADP
asfbr-2647	6	18	the	the	DET
asfbr-2647	6	19	level	level	NOUN
asfbr-2647	6	20	of	of	ADP
asfbr-2647	6	21	model	model	NOUN
asfbr-2647	6	22	accuracy	accuracy	NOUN
asfbr-2647	6	23	among	among	ADP
asfbr-2647	6	24	the	the	DET
asfbr-2647	6	25	modified	modify	VERB
asfbr-2647	6	26	altman	altman	NOUN
asfbr-2647	6	27	prediction	prediction	NOUN
asfbr-2647	6	28	(	(	PUNCT
asfbr-2647	6	29	z	z	NOUN
asfbr-2647	6	30	-	-	PUNCT
asfbr-2647	6	31	score	score	NOUN
asfbr-2647	6	32	)	)	PUNCT
asfbr-2647	6	33	,	,	PUNCT
asfbr-2647	6	34	springate	springate	VERB
asfbr-2647	6	35	(	(	PUNCT
asfbr-2647	6	36	s	s	NOUN
asfbr-2647	6	37	-	-	NOUN
asfbr-2647	6	38	score	score	NOUN
asfbr-2647	6	39	)	)	PUNCT
asfbr-2647	6	40	,	,	PUNCT
asfbr-2647	6	41	and	and	CCONJ
asfbr-2647	6	42	zmijewski	zmijewski	PROPN
asfbr-2647	6	43	prediction	prediction	NOUN
asfbr-2647	6	44	models	model	NOUN
asfbr-2647	6	45	in	in	ADP
asfbr-2647	6	46	predicting	predict	VERB
asfbr-2647	6	47	financial	financial	ADJ
asfbr-2647	6	48	distress	distress	NOUN
asfbr-2647	6	49	as	as	ADP
asfbr-2647	6	50	a	a	DET
asfbr-2647	6	51	model	model	NOUN
asfbr-2647	6	52	of	of	ADP
asfbr-2647	6	53	predicting	predict	VERB
asfbr-2647	6	54	operational	operational	ADJ
asfbr-2647	6	55	management	management	NOUN
asfbr-2647	6	56	and	and	CCONJ
asfbr-2647	6	57	investment	investment	NOUN
asfbr-2647	6	58	performance	performance	NOUN
asfbr-2647	6	59	benchmarks	benchmark	NOUN
asfbr-2647	6	60	in	in	ADP
asfbr-2647	6	61	transportation	transportation	NOUN
asfbr-2647	6	62	sub	sub	ADJ
asfbr-2647	6	63	-	-	ADJ
asfbr-2647	6	64	sector	sector	ADJ
asfbr-2647	6	65	firms	firm	NOUN
asfbr-2647	6	66	in	in	ADP
asfbr-2647	6	67	the	the	DET
asfbr-2647	6	68	indonesian	indonesian	ADJ
asfbr-2647	6	69	stock	stock	PROPN
asfbr-2647	6	70	exchange	exchange	PROPN
asfbr-2647	6	71	(	(	PUNCT
asfbr-2647	6	72	idx	idx	PROPN
asfbr-2647	6	73	)	)	PUNCT
asfbr-2647	6	74	for	for	ADP
asfbr-2647	6	75	the	the	DET
asfbr-2647	6	76	4	4	NUM
asfbr-2647	6	77	-	-	PUNCT
asfbr-2647	6	78	period	period	NOUN
asfbr-2647	6	79	time	time	NOUN
asfbr-2647	6	80	.	.	PUNCT
asfbr-2647	7	1	this	this	DET
asfbr-2647	7	2	study	study	NOUN
asfbr-2647	7	3	is	be	AUX
asfbr-2647	7	4	a	a	DET
asfbr-2647	7	5	quantitative	quantitative	ADJ
asfbr-2647	7	6	descriptive	descriptive	ADJ
asfbr-2647	7	7	approach	approach	NOUN
asfbr-2647	7	8	.	.	PUNCT
asfbr-2647	8	1	the	the	DET
asfbr-2647	8	2	sampling	sample	VERB
asfbr-2647	8	3	technique	technique	NOUN
asfbr-2647	8	4	is	be	AUX
asfbr-2647	8	5	purposive	purposive	ADJ
asfbr-2647	8	6	sampling	sampling	NOUN
asfbr-2647	8	7	.	.	PUNCT
asfbr-2647	9	1	this	this	DET
asfbr-2647	9	2	study	study	NOUN
asfbr-2647	9	3	utilizes	utilize	VERB
asfbr-2647	9	4	sample	sample	NOUN
asfbr-2647	9	5	data	datum	NOUN
asfbr-2647	9	6	from	from	ADP
asfbr-2647	9	7	the	the	DET
asfbr-2647	9	8	idx	idx	PROPN
asfbr-2647	9	9	,	,	PUNCT
asfbr-2647	9	10	specifically	specifically	ADV
asfbr-2647	9	11	www.idx.co.id	www.idx.co.id	ADJ
asfbr-2647	9	12	,	,	PUNCT
asfbr-2647	9	13	as	as	ADV
asfbr-2647	9	14	well	well	ADV
asfbr-2647	9	15	as	as	ADP
asfbr-2647	9	16	the	the	DET
asfbr-2647	9	17	official	official	ADJ
asfbr-2647	9	18	websites	website	NOUN
asfbr-2647	9	19	of	of	ADP
asfbr-2647	9	20	each	each	DET
asfbr-2647	9	21	firm	firm	NOUN
asfbr-2647	9	22	.	.	PUNCT
asfbr-2647	10	1	the	the	DET
asfbr-2647	10	2	results	result	NOUN
asfbr-2647	10	3	demonstrate	demonstrate	VERB
asfbr-2647	10	4	that	that	SCONJ
asfbr-2647	10	5	the	the	DET
asfbr-2647	10	6	modification	modification	NOUN
asfbr-2647	10	7	altman	altman	NOUN
asfbr-2647	10	8	z	z	PROPN
asfbr-2647	10	9	-	-	PUNCT
asfbr-2647	10	10	score	score	NOUN
asfbr-2647	10	11	model	model	NOUN
asfbr-2647	10	12	can	can	AUX
asfbr-2647	10	13	predict	predict	VERB
asfbr-2647	10	14	financial	financial	ADJ
asfbr-2647	10	15	distress	distress	NOUN
asfbr-2647	10	16	or	or	CCONJ
asfbr-2647	10	17	potential	potential	ADJ
asfbr-2647	10	18	bankruptcy	bankruptcy	NOUN
asfbr-2647	10	19	by	by	ADP
asfbr-2647	10	20	correctly	correctly	ADV
asfbr-2647	10	21	assigning	assign	VERB
asfbr-2647	10	22	as	as	ADV
asfbr-2647	10	23	many	many	ADJ
asfbr-2647	10	24	as	as	ADP
asfbr-2647	10	25	26	26	NUM
asfbr-2647	10	26	out	out	ADP
asfbr-2647	10	27	of	of	ADP
asfbr-2647	10	28	48	48	NUM
asfbr-2647	10	29	samples	sample	NOUN
asfbr-2647	10	30	,	,	PUNCT
asfbr-2647	10	31	achieving	achieve	VERB
asfbr-2647	10	32	an	an	DET
asfbr-2647	10	33	accuracy	accuracy	NOUN
asfbr-2647	10	34	rate	rate	NOUN
asfbr-2647	10	35	of	of	ADP
asfbr-2647	10	36	54.17	54.17	NUM
asfbr-2647	10	37	%	%	NOUN
asfbr-2647	10	38	.	.	PUNCT
asfbr-2647	11	1	the	the	DET
asfbr-2647	11	2	springate	springate	ADJ
asfbr-2647	11	3	s	s	NOUN
asfbr-2647	11	4	-	-	PUNCT
asfbr-2647	11	5	score	score	NOUN
asfbr-2647	11	6	model	model	NOUN
asfbr-2647	11	7	can	can	AUX
asfbr-2647	11	8	predict	predict	VERB
asfbr-2647	11	9	financial	financial	ADJ
asfbr-2647	11	10	distress	distress	NOUN
asfbr-2647	11	11	or	or	CCONJ
asfbr-2647	11	12	potential	potential	ADJ
asfbr-2647	11	13	bankruptcy	bankruptcy	NOUN
asfbr-2647	11	14	by	by	ADP
asfbr-2647	11	15	assigning	assign	VERB
asfbr-2647	11	16	as	as	ADV
asfbr-2647	11	17	many	many	ADJ
asfbr-2647	11	18	as	as	ADP
asfbr-2647	11	19	24	24	NUM
asfbr-2647	11	20	samples	sample	NOUN
asfbr-2647	11	21	from	from	ADP
asfbr-2647	11	22	48	48	NUM
asfbr-2647	11	23	samples	sample	NOUN
asfbr-2647	11	24	with	with	ADP
asfbr-2647	11	25	an	an	DET
asfbr-2647	11	26	accuracy	accuracy	NOUN
asfbr-2647	11	27	rate	rate	NOUN
asfbr-2647	11	28	of	of	ADP
asfbr-2647	11	29	50	50	NUM
asfbr-2647	11	30	%	%	NOUN
asfbr-2647	11	31	.	.	PUNCT
asfbr-2647	12	1	the	the	DET
asfbr-2647	12	2	zmijewski	zmijewski	PROPN
asfbr-2647	12	3	model	model	NOUN
asfbr-2647	12	4	was	be	AUX
asfbr-2647	12	5	able	able	ADJ
asfbr-2647	12	6	to	to	PART
asfbr-2647	12	7	predict	predict	VERB
asfbr-2647	12	8	financial	financial	ADJ
asfbr-2647	12	9	distress	distress	NOUN
asfbr-2647	12	10	or	or	CCONJ
asfbr-2647	12	11	potential	potential	ADJ
asfbr-2647	12	12	bankruptcy	bankruptcy	NOUN
asfbr-2647	12	13	with	with	ADP
asfbr-2647	12	14	the	the	DET
asfbr-2647	12	15	highest	high	ADJ
asfbr-2647	12	16	accuracy	accuracy	NOUN
asfbr-2647	12	17	level	level	NOUN
asfbr-2647	12	18	among	among	ADP
asfbr-2647	12	19	the	the	DET
asfbr-2647	12	20	models	model	NOUN
asfbr-2647	12	21	used	use	VERB
asfbr-2647	12	22	in	in	ADP
asfbr-2647	12	23	this	this	DET
asfbr-2647	12	24	study	study	NOUN
asfbr-2647	12	25	,	,	PUNCT
asfbr-2647	12	26	achieving	achieve	VERB
asfbr-2647	12	27	an	an	DET
asfbr-2647	12	28	accuracy	accuracy	NOUN
asfbr-2647	12	29	rate	rate	NOUN
asfbr-2647	12	30	of	of	ADP
asfbr-2647	12	31	70.83	70.83	NUM
asfbr-2647	12	32	%	%	NOUN
asfbr-2647	12	33	on	on	ADP
asfbr-2647	12	34	34	34	NUM
asfbr-2647	12	35	out	out	ADP
asfbr-2647	12	36	of	of	ADP
asfbr-2647	12	37	48	48	NUM
asfbr-2647	12	38	samples	sample	NOUN
asfbr-2647	12	39	.	.	PUNCT
asfbr-2647	13	1	the	the	DET
asfbr-2647	13	2	conclusion	conclusion	NOUN
asfbr-2647	13	3	from	from	ADP
asfbr-2647	13	4	the	the	DET
asfbr-2647	13	5	three	three	NUM
asfbr-2647	13	6	model	model	NOUN
asfbr-2647	13	7	bankruptcies	bankruptcy	NOUN
asfbr-2647	13	8	is	be	AUX
asfbr-2647	13	9	that	that	SCONJ
asfbr-2647	13	10	the	the	DET
asfbr-2647	13	11	zmijewski	zmijewski	PROPN
asfbr-2647	13	12	model	model	NOUN
asfbr-2647	13	13	is	be	AUX
asfbr-2647	13	14	the	the	DET
asfbr-2647	13	15	most	most	ADV
asfbr-2647	13	16	suitable	suitable	ADJ
asfbr-2647	13	17	for	for	SCONJ
asfbr-2647	13	18	firms	firm	NOUN
asfbr-2647	13	19	to	to	PART
asfbr-2647	13	20	use	use	VERB
asfbr-2647	13	21	if	if	SCONJ
asfbr-2647	13	22	they	they	PRON
asfbr-2647	13	23	want	want	VERB
asfbr-2647	13	24	to	to	PART
asfbr-2647	13	25	attract	attract	VERB
asfbr-2647	13	26	potential	potential	ADJ
asfbr-2647	13	27	investors	investor	NOUN
asfbr-2647	13	28	.	.	PUNCT
asfbr-2647	14	1	it	it	PRON
asfbr-2647	14	2	is	be	AUX
asfbr-2647	14	3	used	use	VERB
asfbr-2647	14	4	to	to	PART
asfbr-2647	14	5	predict	predict	VERB
asfbr-2647	14	6	financial	financial	ADJ
asfbr-2647	14	7	distress	distress	NOUN
asfbr-2647	14	8	and	and	CCONJ
asfbr-2647	14	9	operational	operational	ADJ
asfbr-2647	14	10	performance	performance	NOUN
asfbr-2647	14	11	,	,	PUNCT
asfbr-2647	14	12	as	as	ADV
asfbr-2647	14	13	well	well	ADV
asfbr-2647	14	14	as	as	ADP
asfbr-2647	14	15	to	to	PART
asfbr-2647	14	16	inform	inform	VERB
asfbr-2647	14	17	firms	firm	NOUN
asfbr-2647	14	18	'	'	PART
asfbr-2647	14	19	investment	investment	NOUN
asfbr-2647	14	20	decisions	decision	NOUN
asfbr-2647	14	21	.	.	PUNCT
asfbr-2647	15	1	the	the	DET
asfbr-2647	15	2	findings	finding	NOUN
asfbr-2647	15	3	of	of	ADP
asfbr-2647	15	4	this	this	DET
asfbr-2647	15	5	study	study	NOUN
asfbr-2647	15	6	suggest	suggest	VERB
asfbr-2647	15	7	that	that	SCONJ
asfbr-2647	15	8	additional	additional	ADJ
asfbr-2647	15	9	financial	financial	ADJ
asfbr-2647	15	10	distress	distress	NOUN
asfbr-2647	15	11	prediction	prediction	NOUN
asfbr-2647	15	12	models	model	NOUN
asfbr-2647	15	13	,	,	PUNCT
asfbr-2647	15	14	such	such	ADJ
asfbr-2647	15	15	as	as	ADP
asfbr-2647	15	16	ohlson	ohlson	NOUN
asfbr-2647	15	17	,	,	PUNCT
asfbr-2647	15	18	grover	grover	NOUN
asfbr-2647	15	19	,	,	PUNCT
asfbr-2647	15	20	and	and	CCONJ
asfbr-2647	15	21	others	other	NOUN
asfbr-2647	15	22	,	,	PUNCT
asfbr-2647	15	23	can	can	AUX
asfbr-2647	15	24	be	be	AUX
asfbr-2647	15	25	utilized	utilize	VERB
asfbr-2647	15	26	to	to	PART
asfbr-2647	15	27	compare	compare	VERB
asfbr-2647	15	28	and	and	CCONJ
asfbr-2647	15	29	contrast	contrast	VERB
asfbr-2647	15	30	the	the	DET
asfbr-2647	15	31	yields	yield	NOUN
asfbr-2647	15	32	of	of	ADP
asfbr-2647	15	33	financial	financial	ADJ
asfbr-2647	15	34	distress	distress	NOUN
asfbr-2647	15	35	analysis	analysis	NOUN
asfbr-2647	15	36	.	.	PUNCT
asfbr-2647	16	1	©	©	ADP
asfbr-2647	16	2	2025	2025	NUM
asfbr-2647	16	3	by	by	ADP
asfbr-2647	16	4	the	the	DET
asfbr-2647	16	5	authors	author	NOUN
asfbr-2647	16	6	.	.	PUNCT
asfbr-2647	17	1	licensee	licensee	PROPN
asfbr-2647	17	2	asian	asian	PROPN
asfbr-2647	17	3	finance	finance	PROPN
asfbr-2647	17	4	&	&	CCONJ
asfbr-2647	17	5	banking	banking	PROPN
asfbr-2647	17	6	society	society	PROPN
asfbr-2647	17	7	,	,	PUNCT
asfbr-2647	17	8	usa	usa	PROPN
asfbr-2647	17	9	.	.	PROPN
asfbr-2647	18	1	this	this	DET
asfbr-2647	18	2	article	article	NOUN
asfbr-2647	18	3	is	be	AUX
asfbr-2647	18	4	an	an	DET
asfbr-2647	18	5	openaccess	openaccess	ADJ
asfbr-2647	18	6	article	article	NOUN
asfbr-2647	18	7	distributed	distribute	VERB
asfbr-2647	18	8	under	under	ADP
asfbr-2647	18	9	the	the	DET
asfbr-2647	18	10	terms	term	NOUN
asfbr-2647	18	11	and	and	CCONJ
asfbr-2647	18	12	conditions	condition	NOUN
asfbr-2647	18	13	of	of	ADP
asfbr-2647	18	14	the	the	DET
asfbr-2647	18	15	creative	creative	ADJ
asfbr-2647	18	16	commons	common	NOUN
asfbr-2647	18	17	attribution	attribution	NOUN
asfbr-2647	18	18	(	(	PUNCT
asfbr-2647	18	19	cc	cc	NOUN
asfbr-2647	18	20	by	by	ADP
asfbr-2647	18	21	)	)	PUNCT
asfbr-2647	18	22	license	license	NOUN
asfbr-2647	18	23	(	(	PUNCT
asfbr-2647	18	24	http://creativecommons.org/licenses/by/4.0/	http://creativecommons.org/licenses/by/4.0/	PROPN
asfbr-2647	18	25	)	)	PUNCT
asfbr-2647	18	26	.	.	PUNCT
asfbr-2647	19	1	introduction	introduction	NOUN
asfbr-2647	19	2	business	business	NOUN
asfbr-2647	19	3	potential	potential	NOUN
asfbr-2647	19	4	increasingly	increasingly	ADV
asfbr-2647	19	5	attracts	attract	VERB
asfbr-2647	19	6	investment	investment	NOUN
asfbr-2647	19	7	,	,	PUNCT
asfbr-2647	19	8	especially	especially	ADV
asfbr-2647	19	9	in	in	ADP
asfbr-2647	19	10	the	the	DET
asfbr-2647	19	11	development	development	NOUN
asfbr-2647	19	12	of	of	ADP
asfbr-2647	19	13	the	the	DET
asfbr-2647	19	14	digital	digital	ADJ
asfbr-2647	19	15	industry	industry	NOUN
asfbr-2647	19	16	era	era	NOUN
asfbr-2647	19	17	4.0	4.0	NUM
asfbr-2647	19	18	,	,	PUNCT
asfbr-2647	19	19	which	which	PRON
asfbr-2647	19	20	is	be	AUX
asfbr-2647	19	21	currently	currently	ADV
asfbr-2647	19	22	experiencing	experience	VERB
asfbr-2647	19	23	rapid	rapid	ADJ
asfbr-2647	19	24	growth	growth	NOUN
asfbr-2647	19	25	(	(	PUNCT
asfbr-2647	19	26	botti	botti	PROPN
asfbr-2647	19	27	et	et	PROPN
asfbr-2647	19	28	al	al	PROPN
asfbr-2647	19	29	.	.	PROPN
asfbr-2647	19	30	,	,	PUNCT
asfbr-2647	19	31	2021	2021	NUM
asfbr-2647	19	32	)	)	PUNCT
asfbr-2647	19	33	.	.	PUNCT
asfbr-2647	20	1	this	this	DET
asfbr-2647	20	2	map	map	NOUN
asfbr-2647	20	3	illustrates	illustrate	VERB
asfbr-2647	20	4	intense	intense	ADJ
asfbr-2647	20	5	business	business	NOUN
asfbr-2647	20	6	competition	competition	NOUN
asfbr-2647	20	7	among	among	ADP
asfbr-2647	20	8	firms	firm	NOUN
asfbr-2647	20	9	worldwide	worldwide	ADV
asfbr-2647	20	10	,	,	PUNCT
asfbr-2647	20	11	particularly	particularly	ADV
asfbr-2647	20	12	in	in	ADP
asfbr-2647	20	13	indonesia	indonesia	PROPN
asfbr-2647	20	14	.	.	PUNCT
asfbr-2647	21	1	all	all	DET
asfbr-2647	21	2	efforts	effort	NOUN
asfbr-2647	21	3	are	be	AUX
asfbr-2647	21	4	made	make	VERB
asfbr-2647	21	5	to	to	PART
asfbr-2647	21	6	be	be	AUX
asfbr-2647	21	7	the	the	DET
asfbr-2647	21	8	best	good	ADJ
asfbr-2647	21	9	.	.	PUNCT
asfbr-2647	22	1	effective	effective	ADJ
asfbr-2647	22	2	management	management	NOUN
asfbr-2647	22	3	strategies	strategy	NOUN
asfbr-2647	22	4	and	and	CCONJ
asfbr-2647	22	5	processes	process	NOUN
asfbr-2647	22	6	are	be	AUX
asfbr-2647	22	7	key	key	ADJ
asfbr-2647	22	8	to	to	ADP
asfbr-2647	22	9	success	success	NOUN
asfbr-2647	22	10	in	in	ADP
asfbr-2647	22	11	today	today	NOUN
asfbr-2647	22	12	's	's	PART
asfbr-2647	22	13	industry	industry	NOUN
asfbr-2647	22	14	,	,	PUNCT
asfbr-2647	22	15	encompassing	encompass	VERB
asfbr-2647	22	16	human	human	ADJ
asfbr-2647	22	17	resource	resource	NOUN
asfbr-2647	22	18	management	management	NOUN
asfbr-2647	22	19	,	,	PUNCT
asfbr-2647	22	20	marketing	marketing	NOUN
asfbr-2647	22	21	management	management	NOUN
asfbr-2647	22	22	,	,	PUNCT
asfbr-2647	22	23	production	production	NOUN
asfbr-2647	22	24	management	management	NOUN
asfbr-2647	22	25	,	,	PUNCT
asfbr-2647	22	26	and	and	CCONJ
asfbr-2647	22	27	financial	financial	ADJ
asfbr-2647	22	28	management	management	NOUN
asfbr-2647	22	29	(	(	PUNCT
asfbr-2647	22	30	apus	apus	PROPN
asfbr-2647	22	31	,	,	PUNCT
asfbr-2647	22	32	2024	2024	NUM
asfbr-2647	22	33	)	)	PUNCT
asfbr-2647	22	34	.	.	PUNCT
asfbr-2647	23	1	strategy	strategy	NOUN
asfbr-2647	23	2	and	and	CCONJ
asfbr-2647	23	3	management	management	NOUN
asfbr-2647	23	4	of	of	ADP
asfbr-2647	23	5	operations	operation	NOUN
asfbr-2647	23	6	and	and	CCONJ
asfbr-2647	23	7	operational	operational	ADJ
asfbr-2647	23	8	sectors	sector	NOUN
asfbr-2647	23	9	are	be	AUX
asfbr-2647	23	10	crucial	crucial	ADJ
asfbr-2647	23	11	management	management	NOUN
asfbr-2647	23	12	functions	function	NOUN
asfbr-2647	23	13	for	for	ADP
asfbr-2647	23	14	an	an	DET
asfbr-2647	23	15	organization	organization	NOUN
asfbr-2647	23	16	or	or	CCONJ
asfbr-2647	23	17	firm	firm	NOUN
asfbr-2647	23	18	.	.	PUNCT
asfbr-2647	24	1	operational	operational	ADJ
asfbr-2647	24	2	management	management	NOUN
asfbr-2647	24	3	is	be	AUX
asfbr-2647	24	4	developing	develop	VERB
asfbr-2647	24	5	very	very	ADV
asfbr-2647	24	6	rapidly	rapidly	ADV
asfbr-2647	24	7	.	.	PUNCT
asfbr-2647	25	1	this	this	PRON
asfbr-2647	25	2	is	be	AUX
asfbr-2647	25	3	due	due	ADJ
asfbr-2647	25	4	to	to	ADP
asfbr-2647	25	5	the	the	DET
asfbr-2647	25	6	emergence	emergence	NOUN
asfbr-2647	25	7	of	of	ADP
asfbr-2647	25	8	many	many	ADJ
asfbr-2647	25	9	innovations	innovation	NOUN
asfbr-2647	25	10	in	in	ADP
asfbr-2647	25	11	technology	technology	NOUN
asfbr-2647	25	12	that	that	PRON
asfbr-2647	25	13	are	be	AUX
asfbr-2647	25	14	applied	apply	VERB
asfbr-2647	25	15	in	in	ADP
asfbr-2647	25	16	business	business	NOUN
asfbr-2647	25	17	practices	practice	NOUN
asfbr-2647	25	18	;	;	PUNCT
asfbr-2647	25	19	therefore	therefore	ADV
asfbr-2647	25	20	,	,	PUNCT
asfbr-2647	25	21	firms	firm	NOUN
asfbr-2647	25	22	in	in	ADP
asfbr-2647	25	23	the	the	DET
asfbr-2647	25	24	world	world	NOUN
asfbr-2647	25	25	are	be	AUX
asfbr-2647	25	26	starting	start	VERB
asfbr-2647	25	27	to	to	PART
asfbr-2647	25	28	look	look	VERB
asfbr-2647	25	29	at	at	ADP
asfbr-2647	25	30	and	and	CCONJ
asfbr-2647	25	31	try	try	VERB
asfbr-2647	25	32	to	to	PART
asfbr-2647	25	33	make	make	VERB
asfbr-2647	25	34	aspects	aspect	NOUN
asfbr-2647	25	35	of	of	ADP
asfbr-2647	25	36	operational	operational	ADJ
asfbr-2647	25	37	management	management	NOUN
asfbr-2647	25	38	and	and	CCONJ
asfbr-2647	25	39	operations	operation	NOUN
asfbr-2647	25	40	a	a	DET
asfbr-2647	25	41	strategic	strategic	ADJ
asfbr-2647	25	42	tool	tool	NOUN
asfbr-2647	25	43	to	to	PART
asfbr-2647	25	44	compete	compete	VERB
asfbr-2647	25	45	and	and	CCONJ
asfbr-2647	25	46	outperform	outperform	VERB
asfbr-2647	25	47	their	their	PRON
asfbr-2647	25	48	competitors	competitor	NOUN
asfbr-2647	25	49	(	(	PUNCT
asfbr-2647	25	50	füller	füller	NOUN
asfbr-2647	25	51	,	,	PUNCT
asfbr-2647	25	52	hutter	hutter	NOUN
asfbr-2647	25	53	,	,	PUNCT
asfbr-2647	25	54	wahl	wahl	PROPN
asfbr-2647	25	55	,	,	PUNCT
asfbr-2647	25	56	bilgram	bilgram	PROPN
asfbr-2647	25	57	,	,	PUNCT
asfbr-2647	25	58	&	&	CCONJ
asfbr-2647	25	59	tekic	tekic	PROPN
asfbr-2647	25	60	,	,	PUNCT
asfbr-2647	25	61	2022	2022	NUM
asfbr-2647	25	62	)	)	PUNCT
asfbr-2647	25	63	.	.	PUNCT
asfbr-2647	26	1	in	in	ADP
asfbr-2647	26	2	line	line	NOUN
asfbr-2647	26	3	with	with	ADP
asfbr-2647	26	4	the	the	DET
asfbr-2647	26	5	firm	firm	NOUN
asfbr-2647	26	6	's	's	PART
asfbr-2647	26	7	efforts	effort	NOUN
asfbr-2647	26	8	to	to	PART
asfbr-2647	26	9	sharpen	sharpen	VERB
asfbr-2647	26	10	the	the	DET
asfbr-2647	26	11	service	service	NOUN
asfbr-2647	26	12	quality	quality	NOUN
asfbr-2647	26	13	,	,	PUNCT
asfbr-2647	26	14	especially	especially	ADV
asfbr-2647	26	15	in	in	ADP
asfbr-2647	26	16	responding	respond	VERB
asfbr-2647	26	17	to	to	ADP
asfbr-2647	26	18	the	the	DET
asfbr-2647	26	19	needs	need	NOUN
asfbr-2647	26	20	of	of	ADP
asfbr-2647	26	21	effective	effective	ADJ
asfbr-2647	26	22	operational	operational	ADJ
asfbr-2647	26	23	management	management	NOUN
asfbr-2647	26	24	of	of	ADP
asfbr-2647	26	25	the	the	DET
asfbr-2647	26	26	firm	firm	NOUN
asfbr-2647	26	27	in	in	ADP
asfbr-2647	26	28	implementing	implement	VERB
asfbr-2647	26	29	programs	program	NOUN
asfbr-2647	26	30	and	and	CCONJ
asfbr-2647	26	31	efficient	efficient	ADJ
asfbr-2647	26	32	in	in	ADP
asfbr-2647	26	33	management	management	NOUN
asfbr-2647	26	34	and	and	CCONJ
asfbr-2647	26	35	productive	productive	ADJ
asfbr-2647	26	36	in	in	ADP
asfbr-2647	26	37	achievement	achievement	NOUN
asfbr-2647	26	38	,	,	PUNCT
asfbr-2647	26	39	various	various	ADJ
asfbr-2647	26	40	potentials	potential	NOUN
asfbr-2647	26	41	will	will	AUX
asfbr-2647	26	42	be	be	AUX
asfbr-2647	26	43	mobilized	mobilize	VERB
asfbr-2647	26	44	using	use	VERB
asfbr-2647	26	45	limited	limit	VERB
asfbr-2647	26	46	resources	resource	NOUN
asfbr-2647	26	47	owned	own	VERB
asfbr-2647	26	48	by	by	ADP
asfbr-2647	26	49	optimizing	optimize	VERB
asfbr-2647	26	50	working	work	VERB
asfbr-2647	26	51	capital	capital	NOUN
asfbr-2647	26	52	and	and	CCONJ
asfbr-2647	26	53	investment	investment	NOUN
asfbr-2647	26	54	in	in	ADP
asfbr-2647	26	55	capital	capital	NOUN
asfbr-2647	26	56	goods	good	NOUN
asfbr-2647	26	57	according	accord	VERB
asfbr-2647	26	58	to	to	ADP
asfbr-2647	26	59	the	the	DET
asfbr-2647	26	60	business	business	NOUN
asfbr-2647	26	61	competency	competency	NOUN
asfbr-2647	26	62	entered	enter	VERB
asfbr-2647	26	63	(	(	PUNCT
asfbr-2647	26	64	icai	icai	PROPN
asfbr-2647	26	65	,	,	PUNCT
asfbr-2647	26	66	2021	2021	NUM
asfbr-2647	26	67	)	)	PUNCT
asfbr-2647	26	68	,	,	PUNCT
asfbr-2647	26	69	considering	consider	VERB
asfbr-2647	26	70	that	that	SCONJ
asfbr-2647	26	71	the	the	DET
asfbr-2647	26	72	success	success	NOUN
asfbr-2647	26	73	of	of	ADP
asfbr-2647	26	74	the	the	DET
asfbr-2647	26	75	firm	firm	NOUN
asfbr-2647	26	76	's	's	PART
asfbr-2647	26	77	operations	operation	NOUN
asfbr-2647	26	78	will	will	AUX
asfbr-2647	26	79	be	be	AUX
asfbr-2647	26	80	tested	test	VERB
asfbr-2647	26	81	by	by	ADP
asfbr-2647	26	82	the	the	DET
asfbr-2647	26	83	final	final	ADJ
asfbr-2647	26	84	achievement	achievement	NOUN
asfbr-2647	26	85	of	of	ADP
asfbr-2647	26	86	each	each	DET
asfbr-2647	26	87	financial	financial	ADJ
asfbr-2647	26	88	report	report	NOUN
asfbr-2647	26	89	closing	closing	NOUN
asfbr-2647	26	90	period	period	NOUN
asfbr-2647	26	91	.	.	PUNCT
asfbr-2647	27	1	transportation	transportation	NOUN
asfbr-2647	27	2	service	service	NOUN
asfbr-2647	27	3	firms	firm	NOUN
asfbr-2647	27	4	are	be	AUX
asfbr-2647	27	5	one	one	NUM
asfbr-2647	27	6	type	type	NOUN
asfbr-2647	27	7	of	of	ADP
asfbr-2647	27	8	business	business	NOUN
asfbr-2647	27	9	that	that	PRON
asfbr-2647	27	10	is	be	AUX
asfbr-2647	27	11	encouraged	encourage	VERB
asfbr-2647	27	12	to	to	PART
asfbr-2647	27	13	continue	continue	VERB
asfbr-2647	27	14	investing	invest	VERB
asfbr-2647	27	15	in	in	ADP
asfbr-2647	27	16	various	various	ADJ
asfbr-2647	27	17	promising	promising	ADJ
asfbr-2647	27	18	areas	area	NOUN
asfbr-2647	27	19	,	,	PUNCT
asfbr-2647	27	20	both	both	CCONJ
asfbr-2647	27	21	domestically	domestically	ADV
asfbr-2647	27	22	and	and	CCONJ
asfbr-2647	27	23	internationally	internationally	ADV
asfbr-2647	27	24	,	,	PUNCT
asfbr-2647	27	25	including	include	VERB
asfbr-2647	27	26	in	in	ADP
asfbr-2647	27	27	indonesia	indonesia	PROPN
asfbr-2647	27	28	.	.	PUNCT
asfbr-2647	28	1	in	in	ADP
asfbr-2647	28	2	the	the	DET
asfbr-2647	28	3	context	context	NOUN
asfbr-2647	28	4	of	of	ADP
asfbr-2647	28	5	sustainability	sustainability	NOUN
asfbr-2647	28	6	,	,	PUNCT
asfbr-2647	28	7	the	the	DET
asfbr-2647	28	8	transportation	transportation	NOUN
asfbr-2647	28	9	sector	sector	NOUN
asfbr-2647	28	10	is	be	AUX
asfbr-2647	28	11	the	the	DET
asfbr-2647	28	12	business	business	NOUN
asfbr-2647	28	13	sector	sector	NOUN
asfbr-2647	28	14	that	that	PRON
asfbr-2647	28	15	experienced	experience	VERB
asfbr-2647	28	16	the	the	DET
asfbr-2647	28	17	deepest	deep	ADJ
asfbr-2647	28	18	contraction	contraction	NOUN
asfbr-2647	28	19	out	out	ADP
asfbr-2647	28	20	of	of	ADP
asfbr-2647	28	21	17	17	NUM
asfbr-2647	28	22	business	business	NOUN
asfbr-2647	28	23	sectors	sector	NOUN
asfbr-2647	28	24	recorded	record	VERB
asfbr-2647	28	25	by	by	ADP
asfbr-2647	28	26	the	the	DET
asfbr-2647	28	27	biro	biro	PROPN
asfbr-2647	28	28	pusat	pusat	PROPN
asfbr-2647	28	29	statistik	statistik	PROPN
asfbr-2647	28	30	.	.	PUNCT
asfbr-2647	29	1	it	it	PRON
asfbr-2647	29	2	was	be	AUX
asfbr-2647	29	3	recorded	record	VERB
asfbr-2647	29	4	that	that	SCONJ
asfbr-2647	29	5	,	,	PUNCT
asfbr-2647	29	6	during	during	ADP
asfbr-2647	29	7	the	the	DET
asfbr-2647	29	8	period	period	NOUN
asfbr-2647	29	9	from	from	ADP
asfbr-2647	29	10	april	april	PROPN
asfbr-2647	29	11	to	to	ADP
asfbr-2647	29	12	july	july	PROPN
asfbr-2647	29	13	2020	2020	NUM
asfbr-2647	29	14	,	,	PUNCT
asfbr-2647	29	15	the	the	DET
asfbr-2647	29	16	transportation	transportation	NOUN
asfbr-2647	29	17	and	and	CCONJ
asfbr-2647	29	18	warehousing	warehousing	NOUN
asfbr-2647	29	19	sector	sector	NOUN
asfbr-2647	29	20	experienced	experience	VERB
asfbr-2647	29	21	a	a	DET
asfbr-2647	29	22	30.84	30.84	NUM
asfbr-2647	29	23	percent	percent	NOUN
asfbr-2647	29	24	decrease	decrease	NOUN
asfbr-2647	29	25	,	,	PUNCT
asfbr-2647	29	26	and	and	CCONJ
asfbr-2647	29	27	the	the	DET
asfbr-2647	29	28	growth	growth	NOUN
asfbr-2647	29	29	rate	rate	NOUN
asfbr-2647	29	30	of	of	ADP
asfbr-2647	29	31	the	the	DET
asfbr-2647	29	32	1corresponding	1corresponding	PROPN
asfbr-2647	29	33	author	author	NOUN
asfbr-2647	29	34	:	:	PUNCT
asfbr-2647	29	35	orcid	orcid	PROPN
asfbr-2647	29	36	i	i	PRON
asfbr-2647	29	37	d	d	NOUN
asfbr-2647	29	38	:	:	PUNCT
asfbr-2647	29	39	0009	0009	NUM
asfbr-2647	29	40	-	-	SYM
asfbr-2647	29	41	0008	0008	NUM
asfbr-2647	29	42	-	-	PUNCT
asfbr-2647	29	43	8974	8974	NUM
asfbr-2647	29	44	-	-	SYM
asfbr-2647	29	45	1660	1660	NUM
asfbr-2647	29	46	©	©	PROPN
asfbr-2647	29	47	2025	2025	NUM
asfbr-2647	29	48	by	by	ADP
asfbr-2647	29	49	the	the	DET
asfbr-2647	29	50	authors	author	NOUN
asfbr-2647	29	51	.	.	PUNCT
asfbr-2647	30	1	hosting	host	VERB
asfbr-2647	30	2	by	by	ADP
asfbr-2647	30	3	asian	asian	ADJ
asfbr-2647	30	4	finance	finance	PROPN
asfbr-2647	30	5	&	&	CCONJ
asfbr-2647	30	6	banking	banking	PROPN
asfbr-2647	30	7	society	society	NOUN
asfbr-2647	30	8	.	.	PUNCT
asfbr-2647	31	1	peer	peer	NOUN
asfbr-2647	31	2	review	review	NOUN
asfbr-2647	31	3	under	under	ADP
asfbr-2647	31	4	responsibility	responsibility	NOUN
asfbr-2647	31	5	of	of	ADP
asfbr-2647	31	6	asian	asian	ADJ
asfbr-2647	31	7	finance	finance	PROPN
asfbr-2647	31	8	&	&	CCONJ
asfbr-2647	31	9	banking	banking	PROPN
asfbr-2647	31	10	society	society	PROPN
asfbr-2647	31	11	,	,	PUNCT
asfbr-2647	31	12	usa	usa	PROPN
asfbr-2647	31	13	.	.	PROPN
asfbr-2647	31	14	https://doi.org/10.46281/asfbr.v9i1.2647	https://doi.org/10.46281/asfbr.v9i1.2647	PROPN
asfbr-2647	31	15	to	to	PART
asfbr-2647	31	16	cite	cite	VERB
asfbr-2647	31	17	this	this	DET
asfbr-2647	31	18	article	article	NOUN
asfbr-2647	31	19	:	:	PUNCT
asfbr-2647	31	20	alang	alang	PROPN
asfbr-2647	31	21	,	,	PUNCT
asfbr-2647	31	22	s.	s.	PROPN
asfbr-2647	31	23	(	(	PUNCT
asfbr-2647	31	24	2025	2025	NUM
asfbr-2647	31	25	)	)	PUNCT
asfbr-2647	31	26	.	.	PUNCT
asfbr-2647	32	1	the	the	DET
asfbr-2647	32	2	accuracy	accuracy	NOUN
asfbr-2647	32	3	analysis	analysis	NOUN
asfbr-2647	32	4	of	of	ADP
asfbr-2647	32	5	financial	financial	ADJ
asfbr-2647	32	6	distress	distress	NOUN
asfbr-2647	32	7	model	model	VERB
asfbr-2647	32	8	a	a	DET
asfbr-2647	32	9	benchmark	benchmark	NOUN
asfbr-2647	32	10	of	of	ADP
asfbr-2647	32	11	operational	operational	ADJ
asfbr-2647	32	12	performance	performance	NOUN
asfbr-2647	32	13	and	and	CCONJ
asfbr-2647	32	14	firms	firm	NOUN
asfbr-2647	32	15	’	'	PUNCT
asfbr-2647	32	16	investment	investment	NOUN
asfbr-2647	32	17	.	.	PUNCT
asfbr-2647	33	1	asian	asian	PROPN
asfbr-2647	33	2	finance	finance	PROPN
asfbr-2647	33	3	&	&	CCONJ
asfbr-2647	33	4	banking	banking	PROPN
asfbr-2647	33	5	review	review	PROPN
asfbr-2647	33	6	,	,	PUNCT
asfbr-2647	33	7	9(1	9(1	NUM
asfbr-2647	33	8	)	)	PUNCT
asfbr-2647	33	9	,	,	PUNCT
asfbr-2647	33	10	1	1	NUM
asfbr-2647	33	11	-	-	SYM
asfbr-2647	33	12	8	8	NUM
asfbr-2647	33	13	.	.	PUNCT
asfbr-2647	34	1	https://doi.org/10.46281/asfbr.v9i1.2647	https://doi.org/10.46281/asfbr.v9i1.2647	PROPN
asfbr-2647	34	2	http://creativecommons.org/licenses/by/4.0/	http://creativecommons.org/licenses/by/4.0/	PROPN
asfbr-2647	34	3	)	)	PUNCT
asfbr-2647	34	4	http://creativecommons.org/licenses/by/4.0/	http://creativecommons.org/licenses/by/4.0/	PROPN
asfbr-2647	34	5	)	)	PUNCT
asfbr-2647	34	6	http://creativecommons.org/licenses/by/4.0/	http://creativecommons.org/licenses/by/4.0/	PROPN
asfbr-2647	34	7	)	)	PUNCT
asfbr-2647	34	8	http://creativecommons.org/licenses/by/4.0/	http://creativecommons.org/licenses/by/4.0/	PROPN
asfbr-2647	34	9	)	)	PUNCT
asfbr-2647	34	10	https://www.openaccess.nl/en	https://www.openaccess.nl/en	PROPN
asfbr-2647	34	11	https://doi.org/10.46281/asfbr.v9i1.2647	https://doi.org/10.46281/asfbr.v9i1.2647	PROPN
asfbr-2647	34	12	https://orcid.org/0009-0008-8974-1660	https://orcid.org/0009-0008-8974-1660	PROPN
asfbr-2647	34	13	alang	alang	PROPN
asfbr-2647	34	14	,	,	PUNCT
asfbr-2647	34	15	asian	asian	ADJ
asfbr-2647	34	16	finance	finance	PROPN
asfbr-2647	34	17	&	&	CCONJ
asfbr-2647	34	18	banking	banking	NOUN
asfbr-2647	34	19	review	review	NOUN
asfbr-2647	34	20	9(1	9(1	NUM
asfbr-2647	34	21	)	)	PUNCT
asfbr-2647	34	22	(	(	PUNCT
asfbr-2647	34	23	2025	2025	NUM
asfbr-2647	34	24	)	)	PUNCT
asfbr-2647	34	25	,	,	PUNCT
asfbr-2647	34	26	1	1	NUM
asfbr-2647	34	27	-	-	SYM
asfbr-2647	34	28	8	8	NUM
asfbr-2647	34	29	2	2	NUM
asfbr-2647	34	30	transportation	transportation	NOUN
asfbr-2647	34	31	sector	sector	NOUN
asfbr-2647	34	32	is	be	AUX
asfbr-2647	34	33	expected	expect	VERB
asfbr-2647	34	34	to	to	PART
asfbr-2647	34	35	remain	remain	VERB
asfbr-2647	34	36	slow	slow	ADJ
asfbr-2647	34	37	until	until	ADP
asfbr-2647	34	38	the	the	DET
asfbr-2647	34	39	end	end	NOUN
asfbr-2647	34	40	of	of	ADP
asfbr-2647	34	41	this	this	DET
asfbr-2647	34	42	year	year	NOUN
asfbr-2647	34	43	(	(	PUNCT
asfbr-2647	34	44	ramli	ramli	PROPN
asfbr-2647	34	45	&	&	CCONJ
asfbr-2647	34	46	jatmiko	jatmiko	PROPN
asfbr-2647	34	47	,	,	PUNCT
asfbr-2647	34	48	2020	2020	NUM
asfbr-2647	34	49	)	)	PUNCT
asfbr-2647	34	50	.	.	PUNCT
asfbr-2647	35	1	furthermore	furthermore	ADV
asfbr-2647	35	2	,	,	PUNCT
asfbr-2647	35	3	the	the	DET
asfbr-2647	35	4	transportation	transportation	NOUN
asfbr-2647	35	5	,	,	PUNCT
asfbr-2647	35	6	warehousing	warehousing	NOUN
asfbr-2647	35	7	,	,	PUNCT
asfbr-2647	35	8	and	and	CCONJ
asfbr-2647	35	9	logistics	logistic	NOUN
asfbr-2647	35	10	sectors	sector	NOUN
asfbr-2647	35	11	in	in	ADP
asfbr-2647	35	12	2022	2022	NUM
asfbr-2647	35	13	experienced	experience	VERB
asfbr-2647	35	14	the	the	DET
asfbr-2647	35	15	highest	high	ADJ
asfbr-2647	35	16	growth	growth	NOUN
asfbr-2647	35	17	,	,	PUNCT
asfbr-2647	35	18	reaching	reach	VERB
asfbr-2647	35	19	19.87	19.87	NUM
asfbr-2647	35	20	%	%	NOUN
asfbr-2647	35	21	.	.	PUNCT
asfbr-2647	36	1	especially	especially	ADV
asfbr-2647	36	2	after	after	ADP
asfbr-2647	36	3	the	the	DET
asfbr-2647	36	4	covid-19	covid-19	PROPN
asfbr-2647	36	5	pandemic	pandemic	NOUN
asfbr-2647	36	6	,	,	PUNCT
asfbr-2647	36	7	the	the	DET
asfbr-2647	36	8	transportation	transportation	NOUN
asfbr-2647	36	9	and	and	CCONJ
asfbr-2647	36	10	logistics	logistic	NOUN
asfbr-2647	36	11	sector	sector	NOUN
asfbr-2647	36	12	has	have	AUX
asfbr-2647	36	13	been	be	AUX
asfbr-2647	36	14	one	one	NUM
asfbr-2647	36	15	of	of	ADP
asfbr-2647	36	16	the	the	DET
asfbr-2647	36	17	businesses	business	NOUN
asfbr-2647	36	18	experiencing	experience	VERB
asfbr-2647	36	19	high	high	ADJ
asfbr-2647	36	20	growth	growth	NOUN
asfbr-2647	36	21	in	in	ADP
asfbr-2647	36	22	recent	recent	ADJ
asfbr-2647	36	23	years	year	NOUN
asfbr-2647	36	24	(	(	PUNCT
asfbr-2647	36	25	supply	supply	NOUN
asfbr-2647	36	26	chain	chain	NOUN
asfbr-2647	36	27	indonesia	indonesia	PROPN
asfbr-2647	36	28	,	,	PUNCT
asfbr-2647	36	29	2024	2024	NUM
asfbr-2647	36	30	)	)	PUNCT
asfbr-2647	36	31	.	.	PUNCT
asfbr-2647	37	1	among	among	ADP
asfbr-2647	37	2	these	these	DET
asfbr-2647	37	3	potentials	potential	NOUN
asfbr-2647	37	4	,	,	PUNCT
asfbr-2647	37	5	it	it	PRON
asfbr-2647	37	6	encourages	encourage	VERB
asfbr-2647	37	7	every	every	DET
asfbr-2647	37	8	firm	firm	NOUN
asfbr-2647	37	9	to	to	PART
asfbr-2647	37	10	create	create	VERB
asfbr-2647	37	11	various	various	ADJ
asfbr-2647	37	12	innovations	innovation	NOUN
asfbr-2647	37	13	to	to	PART
asfbr-2647	37	14	attract	attract	VERB
asfbr-2647	37	15	the	the	DET
asfbr-2647	37	16	attention	attention	NOUN
asfbr-2647	37	17	of	of	ADP
asfbr-2647	37	18	consumers	consumer	NOUN
asfbr-2647	37	19	,	,	PUNCT
asfbr-2647	37	20	which	which	PRON
asfbr-2647	37	21	will	will	AUX
asfbr-2647	37	22	ultimately	ultimately	ADV
asfbr-2647	37	23	increase	increase	VERB
asfbr-2647	37	24	the	the	DET
asfbr-2647	37	25	business	business	NOUN
asfbr-2647	37	26	profits	profit	NOUN
asfbr-2647	37	27	.	.	PUNCT
asfbr-2647	38	1	in	in	ADP
asfbr-2647	38	2	the	the	DET
asfbr-2647	38	3	situation	situation	NOUN
asfbr-2647	38	4	and	and	CCONJ
asfbr-2647	38	5	conditions	condition	NOUN
asfbr-2647	38	6	of	of	ADP
asfbr-2647	38	7	the	the	DET
asfbr-2647	38	8	last	last	ADJ
asfbr-2647	38	9	few	few	ADJ
asfbr-2647	38	10	years	year	NOUN
asfbr-2647	38	11	because	because	SCONJ
asfbr-2647	38	12	of	of	ADP
asfbr-2647	38	13	implicated	implicate	VERB
asfbr-2647	38	14	the	the	DET
asfbr-2647	38	15	covid-19	covid-19	PROPN
asfbr-2647	38	16	pandemic	pandemic	NOUN
asfbr-2647	38	17	,	,	PUNCT
asfbr-2647	38	18	the	the	DET
asfbr-2647	38	19	investment	investment	NOUN
asfbr-2647	38	20	atmosphere	atmosphere	NOUN
asfbr-2647	38	21	felt	feel	VERB
asfbr-2647	38	22	by	by	ADP
asfbr-2647	38	23	various	various	ADJ
asfbr-2647	38	24	firms	firm	NOUN
asfbr-2647	38	25	is	be	AUX
asfbr-2647	38	26	not	not	PART
asfbr-2647	38	27	the	the	DET
asfbr-2647	38	28	same	same	ADJ
asfbr-2647	38	29	including	include	VERB
asfbr-2647	38	30	some	some	DET
asfbr-2647	38	31	enterprises	enterprise	NOUN
asfbr-2647	38	32	that	that	PRON
asfbr-2647	38	33	have	have	AUX
asfbr-2647	38	34	decided	decide	VERB
asfbr-2647	38	35	to	to	PART
asfbr-2647	38	36	withdraw	withdraw	VERB
asfbr-2647	38	37	from	from	ADP
asfbr-2647	38	38	the	the	DET
asfbr-2647	38	39	transportation	transportation	NOUN
asfbr-2647	38	40	sector	sector	NOUN
asfbr-2647	38	41	competition	competition	NOUN
asfbr-2647	38	42	considering	consider	VERB
asfbr-2647	38	43	that	that	SCONJ
asfbr-2647	38	44	the	the	DET
asfbr-2647	38	45	firm	firm	NOUN
asfbr-2647	38	46	's	's	PART
asfbr-2647	38	47	operational	operational	ADJ
asfbr-2647	38	48	capabilities	capability	NOUN
asfbr-2647	38	49	are	be	AUX
asfbr-2647	38	50	not	not	PART
asfbr-2647	38	51	able	able	ADJ
asfbr-2647	38	52	to	to	PART
asfbr-2647	38	53	move	move	VERB
asfbr-2647	38	54	up	up	ADP
asfbr-2647	38	55	significantly	significantly	ADV
asfbr-2647	38	56	amidst	amidst	ADP
asfbr-2647	38	57	business	business	NOUN
asfbr-2647	38	58	competition	competition	NOUN
asfbr-2647	38	59	,	,	PUNCT
asfbr-2647	38	60	even	even	ADV
asfbr-2647	38	61	quite	quite	DET
asfbr-2647	38	62	a	a	DET
asfbr-2647	38	63	few	few	ADJ
asfbr-2647	38	64	of	of	ADP
asfbr-2647	38	65	them	they	PRON
asfbr-2647	38	66	have	have	AUX
asfbr-2647	38	67	started	start	VERB
asfbr-2647	38	68	to	to	PART
asfbr-2647	38	69	predict	predict	VERB
asfbr-2647	38	70	their	their	PRON
asfbr-2647	38	71	financial	financial	ADJ
asfbr-2647	38	72	condition	condition	NOUN
asfbr-2647	38	73	by	by	ADP
asfbr-2647	38	74	predicting	predict	VERB
asfbr-2647	38	75	bankruptcy	bankruptcy	NOUN
asfbr-2647	38	76	(	(	PUNCT
asfbr-2647	38	77	financial	financial	ADJ
asfbr-2647	38	78	distress	distress	NOUN
asfbr-2647	38	79	)	)	PUNCT
asfbr-2647	38	80	as	as	ADP
asfbr-2647	38	81	a	a	DET
asfbr-2647	38	82	method	method	NOUN
asfbr-2647	38	83	to	to	PART
asfbr-2647	38	84	ensure	ensure	VERB
asfbr-2647	38	85	business	business	NOUN
asfbr-2647	38	86	capacity	capacity	NOUN
asfbr-2647	38	87	and	and	CCONJ
asfbr-2647	38	88	optimize	optimize	VERB
asfbr-2647	38	89	the	the	DET
asfbr-2647	38	90	business	business	NOUN
asfbr-2647	38	91	operational	operational	ADJ
asfbr-2647	38	92	achievements	achievement	NOUN
asfbr-2647	38	93	in	in	ADP
asfbr-2647	38	94	the	the	DET
asfbr-2647	38	95	future	future	NOUN
asfbr-2647	38	96	which	which	PRON
asfbr-2647	38	97	of	of	ADP
asfbr-2647	38	98	course	course	NOUN
asfbr-2647	38	99	is	be	AUX
asfbr-2647	38	100	expected	expect	VERB
asfbr-2647	38	101	to	to	PART
asfbr-2647	38	102	attract	attract	VERB
asfbr-2647	38	103	investors	investor	NOUN
asfbr-2647	38	104	to	to	PART
asfbr-2647	38	105	invest	invest	VERB
asfbr-2647	38	106	in	in	ADP
asfbr-2647	38	107	this	this	DET
asfbr-2647	38	108	transportation	transportation	NOUN
asfbr-2647	38	109	sector	sector	NOUN
asfbr-2647	38	110	.	.	PUNCT
asfbr-2647	39	1	the	the	DET
asfbr-2647	39	2	calculation	calculation	NOUN
asfbr-2647	39	3	for	for	ADP
asfbr-2647	39	4	the	the	DET
asfbr-2647	39	5	financial	financial	ADJ
asfbr-2647	39	6	distress	distress	NOUN
asfbr-2647	39	7	model	model	NOUN
asfbr-2647	39	8	analysis	analysis	NOUN
asfbr-2647	39	9	is	be	AUX
asfbr-2647	39	10	classified	classify	VERB
asfbr-2647	39	11	into	into	ADP
asfbr-2647	39	12	several	several	ADJ
asfbr-2647	39	13	models	model	NOUN
asfbr-2647	39	14	commonly	commonly	ADV
asfbr-2647	39	15	used	use	VERB
asfbr-2647	39	16	in	in	ADP
asfbr-2647	39	17	previous	previous	ADJ
asfbr-2647	39	18	research	research	NOUN
asfbr-2647	39	19	.	.	PUNCT
asfbr-2647	40	1	for	for	ADP
asfbr-2647	40	2	instance	instance	NOUN
asfbr-2647	40	3	,	,	PUNCT
asfbr-2647	40	4	robiansyah	robiansyah	NOUN
asfbr-2647	40	5	et	et	PROPN
asfbr-2647	40	6	al	al	PROPN
asfbr-2647	40	7	.	.	PROPN
asfbr-2647	41	1	(	(	PUNCT
asfbr-2647	41	2	2022	2022	NUM
asfbr-2647	41	3	)	)	PUNCT
asfbr-2647	41	4	found	find	VERB
asfbr-2647	41	5	that	that	SCONJ
asfbr-2647	41	6	the	the	DET
asfbr-2647	41	7	altman	altman	PROPN
asfbr-2647	41	8	model	model	NOUN
asfbr-2647	41	9	is	be	AUX
asfbr-2647	41	10	the	the	DET
asfbr-2647	41	11	most	most	ADV
asfbr-2647	41	12	effective	effective	ADJ
asfbr-2647	41	13	for	for	ADP
asfbr-2647	41	14	predicting	predict	VERB
asfbr-2647	41	15	bankruptcy	bankruptcy	NOUN
asfbr-2647	41	16	in	in	ADP
asfbr-2647	41	17	manufacturing	manufacturing	NOUN
asfbr-2647	41	18	companies	company	NOUN
asfbr-2647	41	19	,	,	PUNCT
asfbr-2647	41	20	outperforming	outperform	VERB
asfbr-2647	41	21	the	the	DET
asfbr-2647	41	22	springate	springate	NOUN
asfbr-2647	41	23	,	,	PUNCT
asfbr-2647	41	24	zmijewski	zmijewski	PROPN
asfbr-2647	41	25	,	,	PUNCT
asfbr-2647	41	26	and	and	CCONJ
asfbr-2647	41	27	grover	grover	NOUN
asfbr-2647	41	28	models	model	NOUN
asfbr-2647	41	29	.	.	PUNCT
asfbr-2647	42	1	in	in	ADP
asfbr-2647	42	2	contrast	contrast	NOUN
asfbr-2647	42	3	,	,	PUNCT
asfbr-2647	42	4	meilawati	meilawati	PROPN
asfbr-2647	42	5	et	et	PROPN
asfbr-2647	42	6	al	al	PROPN
asfbr-2647	42	7	.	.	PROPN
asfbr-2647	42	8	(	(	PUNCT
asfbr-2647	42	9	2023	2023	NUM
asfbr-2647	42	10	)	)	PUNCT
asfbr-2647	42	11	found	find	VERB
asfbr-2647	42	12	that	that	SCONJ
asfbr-2647	42	13	the	the	DET
asfbr-2647	42	14	zmijewski	zmijewski	PROPN
asfbr-2647	42	15	model	model	NOUN
asfbr-2647	42	16	is	be	AUX
asfbr-2647	42	17	the	the	DET
asfbr-2647	42	18	most	most	ADV
asfbr-2647	42	19	suitable	suitable	ADJ
asfbr-2647	42	20	choice	choice	NOUN
asfbr-2647	42	21	for	for	ADP
asfbr-2647	42	22	predicting	predict	VERB
asfbr-2647	42	23	bankruptcy	bankruptcy	NOUN
asfbr-2647	42	24	in	in	ADP
asfbr-2647	42	25	the	the	DET
asfbr-2647	42	26	hotel	hotel	NOUN
asfbr-2647	42	27	,	,	PUNCT
asfbr-2647	42	28	restaurant	restaurant	NOUN
asfbr-2647	42	29	,	,	PUNCT
asfbr-2647	42	30	and	and	CCONJ
asfbr-2647	42	31	tourism	tourism	NOUN
asfbr-2647	42	32	subsectors	subsector	NOUN
asfbr-2647	42	33	,	,	PUNCT
asfbr-2647	42	34	when	when	SCONJ
asfbr-2647	42	35	compared	compare	VERB
asfbr-2647	42	36	to	to	ADP
asfbr-2647	42	37	the	the	DET
asfbr-2647	42	38	springate	springate	ADJ
asfbr-2647	42	39	and	and	CCONJ
asfbr-2647	42	40	zmijewski	zmijewski	PROPN
asfbr-2647	42	41	models	model	NOUN
asfbr-2647	42	42	.	.	PUNCT
asfbr-2647	43	1	for	for	ADP
asfbr-2647	43	2	this	this	DET
asfbr-2647	43	3	reason	reason	NOUN
asfbr-2647	43	4	,	,	PUNCT
asfbr-2647	43	5	this	this	DET
asfbr-2647	43	6	study	study	NOUN
asfbr-2647	43	7	aims	aim	VERB
asfbr-2647	43	8	to	to	PART
asfbr-2647	43	9	find	find	VERB
asfbr-2647	43	10	out	out	ADP
asfbr-2647	43	11	the	the	DET
asfbr-2647	43	12	differences	difference	NOUN
asfbr-2647	43	13	in	in	ADP
asfbr-2647	43	14	the	the	DET
asfbr-2647	43	15	level	level	NOUN
asfbr-2647	43	16	of	of	ADP
asfbr-2647	43	17	model	model	NOUN
asfbr-2647	43	18	accuracy	accuracy	NOUN
asfbr-2647	43	19	among	among	ADP
asfbr-2647	43	20	the	the	DET
asfbr-2647	43	21	modified	modify	VERB
asfbr-2647	43	22	altman	altman	NOUN
asfbr-2647	43	23	prediction	prediction	NOUN
asfbr-2647	43	24	(	(	PUNCT
asfbr-2647	43	25	z	z	NOUN
asfbr-2647	43	26	-	-	PUNCT
asfbr-2647	43	27	score	score	NOUN
asfbr-2647	43	28	)	)	PUNCT
asfbr-2647	43	29	,	,	PUNCT
asfbr-2647	43	30	springate	springate	VERB
asfbr-2647	43	31	(	(	PUNCT
asfbr-2647	43	32	s	s	NOUN
asfbr-2647	43	33	-	-	NOUN
asfbr-2647	43	34	score	score	NOUN
asfbr-2647	43	35	)	)	PUNCT
asfbr-2647	43	36	,	,	PUNCT
asfbr-2647	43	37	and	and	CCONJ
asfbr-2647	43	38	zmijewski	zmijewski	PROPN
asfbr-2647	43	39	prediction	prediction	NOUN
asfbr-2647	43	40	models	model	NOUN
asfbr-2647	43	41	in	in	ADP
asfbr-2647	43	42	predicting	predict	VERB
asfbr-2647	43	43	financial	financial	ADJ
asfbr-2647	43	44	distress	distress	NOUN
asfbr-2647	43	45	as	as	ADP
asfbr-2647	43	46	a	a	DET
asfbr-2647	43	47	model	model	NOUN
asfbr-2647	43	48	of	of	ADP
asfbr-2647	43	49	predicting	predict	VERB
asfbr-2647	43	50	operational	operational	ADJ
asfbr-2647	43	51	management	management	NOUN
asfbr-2647	43	52	and	and	CCONJ
asfbr-2647	43	53	investment	investment	NOUN
asfbr-2647	43	54	performance	performance	NOUN
asfbr-2647	43	55	benchmarks	benchmark	NOUN
asfbr-2647	43	56	in	in	ADP
asfbr-2647	43	57	transportation	transportation	NOUN
asfbr-2647	43	58	sub	sub	ADJ
asfbr-2647	43	59	-	-	ADJ
asfbr-2647	43	60	sector	sector	ADJ
asfbr-2647	43	61	firms	firm	NOUN
asfbr-2647	43	62	in	in	ADP
asfbr-2647	43	63	the	the	DET
asfbr-2647	43	64	indonesian	indonesian	ADJ
asfbr-2647	43	65	stock	stock	PROPN
asfbr-2647	43	66	exchange	exchange	PROPN
asfbr-2647	43	67	(	(	PUNCT
asfbr-2647	43	68	idx	idx	PROPN
asfbr-2647	43	69	)	)	PUNCT
asfbr-2647	43	70	.	.	PUNCT
asfbr-2647	44	1	literature	literature	PROPN
asfbr-2647	44	2	review	review	PROPN
asfbr-2647	44	3	operational	operational	ADJ
asfbr-2647	44	4	management	management	NOUN
asfbr-2647	44	5	concept	concept	NOUN
asfbr-2647	44	6	operational	operational	ADJ
asfbr-2647	44	7	management	management	NOUN
asfbr-2647	44	8	is	be	AUX
asfbr-2647	44	9	needed	need	VERB
asfbr-2647	44	10	in	in	ADP
asfbr-2647	44	11	a	a	DET
asfbr-2647	44	12	business	business	NOUN
asfbr-2647	44	13	to	to	PART
asfbr-2647	44	14	control	control	VERB
asfbr-2647	44	15	operational	operational	ADJ
asfbr-2647	44	16	activities	activity	NOUN
asfbr-2647	44	17	.	.	PUNCT
asfbr-2647	45	1	a	a	DET
asfbr-2647	45	2	business	business	NOUN
asfbr-2647	45	3	requires	require	VERB
asfbr-2647	45	4	supervision	supervision	NOUN
asfbr-2647	45	5	of	of	ADP
asfbr-2647	45	6	several	several	ADJ
asfbr-2647	45	7	key	key	ADJ
asfbr-2647	45	8	elements	element	NOUN
asfbr-2647	45	9	that	that	PRON
asfbr-2647	45	10	support	support	VERB
asfbr-2647	45	11	its	its	PRON
asfbr-2647	45	12	activities	activity	NOUN
asfbr-2647	45	13	,	,	PUNCT
asfbr-2647	45	14	including	include	VERB
asfbr-2647	45	15	finance	finance	NOUN
asfbr-2647	45	16	,	,	PUNCT
asfbr-2647	45	17	marketing	marketing	NOUN
asfbr-2647	45	18	,	,	PUNCT
asfbr-2647	45	19	and	and	CCONJ
asfbr-2647	45	20	production	production	NOUN
asfbr-2647	45	21	,	,	PUNCT
asfbr-2647	45	22	which	which	PRON
asfbr-2647	45	23	are	be	AUX
asfbr-2647	45	24	integral	integral	ADJ
asfbr-2647	45	25	to	to	ADP
asfbr-2647	45	26	operational	operational	ADJ
asfbr-2647	45	27	activities	activity	NOUN
asfbr-2647	45	28	(	(	PUNCT
asfbr-2647	45	29	porter	porter	NOUN
asfbr-2647	45	30	,	,	PUNCT
asfbr-2647	45	31	2011	2011	NUM
asfbr-2647	45	32	)	)	PUNCT
asfbr-2647	45	33	.	.	PUNCT
asfbr-2647	46	1	broadly	broadly	ADV
asfbr-2647	46	2	speaking	speak	VERB
asfbr-2647	46	3	,	,	PUNCT
asfbr-2647	46	4	operational	operational	ADJ
asfbr-2647	46	5	management	management	NOUN
asfbr-2647	46	6	is	be	AUX
asfbr-2647	46	7	a	a	DET
asfbr-2647	46	8	strategy	strategy	NOUN
asfbr-2647	46	9	used	use	VERB
asfbr-2647	46	10	in	in	ADP
asfbr-2647	46	11	the	the	DET
asfbr-2647	46	12	arrangement	arrangement	NOUN
asfbr-2647	46	13	and	and	CCONJ
asfbr-2647	46	14	administration	administration	NOUN
asfbr-2647	46	15	of	of	ADP
asfbr-2647	46	16	business	business	NOUN
asfbr-2647	46	17	operations	operation	NOUN
asfbr-2647	46	18	practices	practice	NOUN
asfbr-2647	46	19	to	to	PART
asfbr-2647	46	20	create	create	VERB
asfbr-2647	46	21	maximum	maximum	ADJ
asfbr-2647	46	22	efficiency	efficiency	NOUN
asfbr-2647	46	23	in	in	ADP
asfbr-2647	46	24	a	a	DET
asfbr-2647	46	25	corporation	corporation	NOUN
asfbr-2647	46	26	(	(	PUNCT
asfbr-2647	46	27	kothari	kothari	PROPN
asfbr-2647	46	28	,	,	PUNCT
asfbr-2647	46	29	2025	2025	NUM
asfbr-2647	46	30	)	)	PUNCT
asfbr-2647	46	31	.	.	PUNCT
asfbr-2647	47	1	handoko	handoko	NOUN
asfbr-2647	47	2	(	(	PUNCT
asfbr-2647	47	3	2019	2019	NUM
asfbr-2647	47	4	,	,	PUNCT
asfbr-2647	47	5	hal	hal	PROPN
asfbr-2647	47	6	.	.	PROPN
asfbr-2647	47	7	3	3	NUM
asfbr-2647	47	8	)	)	PUNCT
asfbr-2647	47	9	argues	argue	VERB
asfbr-2647	47	10	that	that	SCONJ
asfbr-2647	47	11	operations	operation	NOUN
asfbr-2647	47	12	production	production	NOUN
asfbr-2647	47	13	management	management	NOUN
asfbr-2647	47	14	works	work	VERB
asfbr-2647	47	15	to	to	PART
asfbr-2647	47	16	optimally	optimally	ADV
asfbr-2647	47	17	carry	carry	VERB
asfbr-2647	47	18	out	out	ADP
asfbr-2647	47	19	the	the	DET
asfbr-2647	47	20	utilization	utilization	NOUN
asfbr-2647	47	21	of	of	ADP
asfbr-2647	47	22	resources	resource	NOUN
asfbr-2647	47	23	(	(	PUNCT
asfbr-2647	47	24	called	call	VERB
asfbr-2647	47	25	production	production	NOUN
asfbr-2647	47	26	factors	factor	NOUN
asfbr-2647	47	27	)	)	PUNCT
asfbr-2647	47	28	,	,	PUNCT
asfbr-2647	47	29	such	such	ADJ
asfbr-2647	47	30	as	as	ADP
asfbr-2647	47	31	raw	raw	ADJ
asfbr-2647	47	32	materials	material	NOUN
asfbr-2647	47	33	,	,	PUNCT
asfbr-2647	47	34	machines	machine	NOUN
asfbr-2647	47	35	,	,	PUNCT
asfbr-2647	47	36	labor	labor	NOUN
asfbr-2647	47	37	,	,	PUNCT
asfbr-2647	47	38	equipment	equipment	NOUN
asfbr-2647	47	39	,	,	PUNCT
asfbr-2647	47	40	and	and	CCONJ
asfbr-2647	47	41	so	so	ADV
asfbr-2647	47	42	on	on	ADV
asfbr-2647	47	43	,	,	PUNCT
asfbr-2647	47	44	to	to	PART
asfbr-2647	47	45	transform	transform	VERB
asfbr-2647	47	46	materials	material	NOUN
asfbr-2647	47	47	and	and	CCONJ
asfbr-2647	47	48	labor	labor	NOUN
asfbr-2647	47	49	into	into	ADP
asfbr-2647	47	50	diverse	diverse	ADJ
asfbr-2647	47	51	products	product	NOUN
asfbr-2647	47	52	or	or	CCONJ
asfbr-2647	47	53	services	service	NOUN
asfbr-2647	47	54	.	.	PUNCT
asfbr-2647	48	1	initially	initially	ADV
asfbr-2647	48	2	,	,	PUNCT
asfbr-2647	48	3	it	it	PRON
asfbr-2647	48	4	involves	involve	VERB
asfbr-2647	48	5	the	the	DET
asfbr-2647	48	6	utilization	utilization	NOUN
asfbr-2647	48	7	of	of	ADP
asfbr-2647	48	8	resources	resource	NOUN
asfbr-2647	48	9	and	and	CCONJ
asfbr-2647	48	10	then	then	ADV
asfbr-2647	48	11	includes	include	VERB
asfbr-2647	48	12	the	the	DET
asfbr-2647	48	13	processing	processing	NOUN
asfbr-2647	48	14	phase	phase	NOUN
asfbr-2647	48	15	til	til	ADV
asfbr-2647	48	16	it	it	PRON
asfbr-2647	48	17	creates	create	VERB
asfbr-2647	48	18	a	a	DET
asfbr-2647	48	19	product	product	NOUN
asfbr-2647	48	20	,	,	PUNCT
asfbr-2647	48	21	either	either	CCONJ
asfbr-2647	48	22	of	of	ADP
asfbr-2647	48	23	finished	finished	ADJ
asfbr-2647	48	24	goods	good	NOUN
asfbr-2647	48	25	or	or	CCONJ
asfbr-2647	48	26	services	service	NOUN
asfbr-2647	48	27	.	.	PUNCT
asfbr-2647	49	1	to	to	PART
asfbr-2647	49	2	ensure	ensure	VERB
asfbr-2647	49	3	that	that	SCONJ
asfbr-2647	49	4	nothing	nothing	PRON
asfbr-2647	49	5	hinders	hinder	VERB
asfbr-2647	49	6	the	the	DET
asfbr-2647	49	7	operational	operational	ADJ
asfbr-2647	49	8	process	process	NOUN
asfbr-2647	49	9	,	,	PUNCT
asfbr-2647	49	10	a	a	DET
asfbr-2647	49	11	manager	manager	NOUN
asfbr-2647	49	12	must	must	AUX
asfbr-2647	49	13	be	be	AUX
asfbr-2647	49	14	supervised	supervise	VERB
asfbr-2647	49	15	and	and	CCONJ
asfbr-2647	49	16	responsible	responsible	ADJ
asfbr-2647	49	17	for	for	ADP
asfbr-2647	49	18	that	that	DET
asfbr-2647	49	19	division	division	NOUN
asfbr-2647	49	20	.	.	PUNCT
asfbr-2647	50	1	a	a	DET
asfbr-2647	50	2	framework	framework	NOUN
asfbr-2647	50	3	is	be	AUX
asfbr-2647	50	4	needed	need	VERB
asfbr-2647	50	5	that	that	PRON
asfbr-2647	50	6	can	can	AUX
asfbr-2647	50	7	categorize	categorize	VERB
asfbr-2647	50	8	and	and	CCONJ
asfbr-2647	50	9	formulate	formulate	VERB
asfbr-2647	50	10	decisions	decision	NOUN
asfbr-2647	50	11	in	in	ADP
asfbr-2647	50	12	various	various	ADJ
asfbr-2647	50	13	operations	operation	NOUN
asfbr-2647	50	14	.	.	PUNCT
asfbr-2647	51	1	financial	financial	ADJ
asfbr-2647	51	2	concepts	concept	NOUN
asfbr-2647	51	3	and	and	CCONJ
asfbr-2647	51	4	bankruptcy	bankruptcy	NOUN
asfbr-2647	51	5	analysis	analysis	NOUN
asfbr-2647	51	6	(	(	PUNCT
asfbr-2647	51	7	financial	financial	ADJ
asfbr-2647	51	8	distress	distress	NOUN
asfbr-2647	51	9	)	)	PUNCT
asfbr-2647	51	10	myers	myers	PROPN
asfbr-2647	51	11	and	and	CCONJ
asfbr-2647	51	12	pogue	pogue	PROPN
asfbr-2647	51	13	(	(	PUNCT
asfbr-2647	51	14	1974	1974	NUM
asfbr-2647	51	15	)	)	PUNCT
asfbr-2647	51	16	stated	state	VERB
asfbr-2647	51	17	that	that	SCONJ
asfbr-2647	51	18	management	management	NOUN
asfbr-2647	51	19	must	must	AUX
asfbr-2647	51	20	ensure	ensure	VERB
asfbr-2647	51	21	that	that	SCONJ
asfbr-2647	51	22	corporate	corporate	ADJ
asfbr-2647	51	23	finances	finance	NOUN
asfbr-2647	51	24	are	be	AUX
asfbr-2647	51	25	used	use	VERB
asfbr-2647	51	26	in	in	ADP
asfbr-2647	51	27	accordance	accordance	NOUN
asfbr-2647	51	28	with	with	ADP
asfbr-2647	51	29	the	the	DET
asfbr-2647	51	30	plan	plan	NOUN
asfbr-2647	51	31	and	and	CCONJ
asfbr-2647	51	32	are	be	AUX
asfbr-2647	51	33	consistent	consistent	ADJ
asfbr-2647	51	34	with	with	ADP
asfbr-2647	51	35	business	business	NOUN
asfbr-2647	51	36	goals	goal	NOUN
asfbr-2647	51	37	.	.	PUNCT
asfbr-2647	52	1	the	the	DET
asfbr-2647	52	2	most	most	ADV
asfbr-2647	52	3	essential	essential	ADJ
asfbr-2647	52	4	of	of	ADP
asfbr-2647	52	5	the	the	DET
asfbr-2647	52	6	supply	supply	NOUN
asfbr-2647	52	7	elements	element	NOUN
asfbr-2647	52	8	in	in	ADP
asfbr-2647	52	9	operational	operational	ADJ
asfbr-2647	52	10	management	management	NOUN
asfbr-2647	52	11	is	be	AUX
asfbr-2647	52	12	finance	finance	NOUN
asfbr-2647	52	13	.	.	PUNCT
asfbr-2647	53	1	then	then	ADV
asfbr-2647	53	2	,	,	PUNCT
asfbr-2647	53	3	used	use	VERB
asfbr-2647	53	4	to	to	PART
asfbr-2647	53	5	produce	produce	VERB
asfbr-2647	53	6	quality	quality	NOUN
asfbr-2647	53	7	goods	good	NOUN
asfbr-2647	53	8	and	and	CCONJ
asfbr-2647	53	9	services	service	NOUN
asfbr-2647	53	10	(	(	PUNCT
asfbr-2647	53	11	akintoye	akintoye	PROPN
asfbr-2647	53	12	,	,	PUNCT
asfbr-2647	53	13	hardcastle	hardcastle	PROPN
asfbr-2647	53	14	,	,	PUNCT
asfbr-2647	53	15	beck	beck	PROPN
asfbr-2647	53	16	,	,	PUNCT
asfbr-2647	53	17	chinyio	chinyio	NOUN
asfbr-2647	53	18	,	,	PUNCT
asfbr-2647	53	19	&	&	CCONJ
asfbr-2647	53	20	asenova	asenova	PROPN
asfbr-2647	53	21	,	,	PUNCT
asfbr-2647	53	22	2003	2003	NUM
asfbr-2647	53	23	)	)	PUNCT
asfbr-2647	53	24	.	.	PUNCT
asfbr-2647	54	1	appropriate	appropriate	ADJ
asfbr-2647	54	2	finances	finance	NOUN
asfbr-2647	54	3	facilitate	facilitate	VERB
asfbr-2647	54	4	the	the	DET
asfbr-2647	54	5	process	process	NOUN
asfbr-2647	54	6	of	of	ADP
asfbr-2647	54	7	creating	create	VERB
asfbr-2647	54	8	optimal	optimal	ADJ
asfbr-2647	54	9	products	product	NOUN
asfbr-2647	54	10	and	and	CCONJ
asfbr-2647	54	11	services	service	NOUN
asfbr-2647	54	12	.	.	PUNCT
asfbr-2647	55	1	financial	financial	ADJ
asfbr-2647	55	2	management	management	NOUN
asfbr-2647	55	3	arrangements	arrangement	NOUN
asfbr-2647	55	4	,	,	PUNCT
asfbr-2647	55	5	especially	especially	ADV
asfbr-2647	55	6	cash	cash	NOUN
asfbr-2647	55	7	management	management	NOUN
asfbr-2647	55	8	,	,	PUNCT
asfbr-2647	55	9	are	be	AUX
asfbr-2647	55	10	crucial	crucial	ADJ
asfbr-2647	55	11	in	in	ADP
asfbr-2647	55	12	the	the	DET
asfbr-2647	55	13	context	context	NOUN
asfbr-2647	55	14	of	of	ADP
asfbr-2647	55	15	inventory	inventory	NOUN
asfbr-2647	55	16	turnover	turnover	NOUN
asfbr-2647	55	17	;	;	PUNCT
asfbr-2647	55	18	however	however	ADV
asfbr-2647	55	19	,	,	PUNCT
asfbr-2647	55	20	they	they	PRON
asfbr-2647	55	21	do	do	AUX
asfbr-2647	55	22	not	not	PART
asfbr-2647	55	23	eliminate	eliminate	VERB
asfbr-2647	55	24	the	the	DET
asfbr-2647	55	25	risk	risk	NOUN
asfbr-2647	55	26	of	of	ADP
asfbr-2647	55	27	running	run	VERB
asfbr-2647	55	28	out	out	ADP
asfbr-2647	55	29	of	of	ADP
asfbr-2647	55	30	inventory	inventory	NOUN
asfbr-2647	55	31	,	,	PUNCT
asfbr-2647	55	32	which	which	PRON
asfbr-2647	55	33	can	can	AUX
asfbr-2647	55	34	result	result	VERB
asfbr-2647	55	35	in	in	ADP
asfbr-2647	55	36	future	future	ADJ
asfbr-2647	55	37	losses	loss	NOUN
asfbr-2647	55	38	for	for	ADP
asfbr-2647	55	39	the	the	DET
asfbr-2647	55	40	firm	firm	NOUN
asfbr-2647	55	41	(	(	PUNCT
asfbr-2647	55	42	nasution	nasution	NOUN
asfbr-2647	55	43	,	,	PUNCT
asfbr-2647	55	44	2023	2023	NUM
asfbr-2647	55	45	)	)	PUNCT
asfbr-2647	55	46	.	.	PUNCT
asfbr-2647	56	1	in	in	ADP
asfbr-2647	56	2	addition	addition	NOUN
asfbr-2647	56	3	,	,	PUNCT
asfbr-2647	56	4	with	with	ADP
asfbr-2647	56	5	good	good	ADJ
asfbr-2647	56	6	financial	financial	ADJ
asfbr-2647	56	7	management	management	NOUN
asfbr-2647	56	8	,	,	PUNCT
asfbr-2647	56	9	the	the	DET
asfbr-2647	56	10	firm	firm	NOUN
asfbr-2647	56	11	's	's	PART
asfbr-2647	56	12	operations	operation	NOUN
asfbr-2647	56	13	and	and	CCONJ
asfbr-2647	56	14	investments	investment	NOUN
asfbr-2647	56	15	will	will	AUX
asfbr-2647	56	16	align	align	VERB
asfbr-2647	56	17	with	with	ADP
asfbr-2647	56	18	the	the	DET
asfbr-2647	56	19	planning	planning	NOUN
asfbr-2647	56	20	that	that	PRON
asfbr-2647	56	21	has	have	AUX
asfbr-2647	56	22	been	be	AUX
asfbr-2647	56	23	set	set	VERB
asfbr-2647	56	24	,	,	PUNCT
asfbr-2647	56	25	both	both	CCONJ
asfbr-2647	56	26	in	in	ADP
asfbr-2647	56	27	the	the	DET
asfbr-2647	56	28	short	short	ADJ
asfbr-2647	56	29	and	and	CCONJ
asfbr-2647	56	30	long	long	ADJ
asfbr-2647	56	31	term	term	NOUN
asfbr-2647	56	32	.	.	PUNCT
asfbr-2647	57	1	the	the	DET
asfbr-2647	57	2	operational	operational	ADJ
asfbr-2647	57	3	movement	movement	NOUN
asfbr-2647	57	4	of	of	ADP
asfbr-2647	57	5	firm	firm	ADJ
asfbr-2647	57	6	investments	investment	NOUN
asfbr-2647	57	7	can	can	AUX
asfbr-2647	57	8	be	be	AUX
asfbr-2647	57	9	measured	measure	VERB
asfbr-2647	57	10	and	and	CCONJ
asfbr-2647	57	11	detected	detect	VERB
asfbr-2647	57	12	through	through	ADP
asfbr-2647	57	13	an	an	DET
asfbr-2647	57	14	appropriate	appropriate	ADJ
asfbr-2647	57	15	and	and	CCONJ
asfbr-2647	57	16	accurate	accurate	ADJ
asfbr-2647	57	17	financial	financial	ADJ
asfbr-2647	57	18	analysis	analysis	NOUN
asfbr-2647	57	19	model	model	NOUN
asfbr-2647	57	20	that	that	SCONJ
asfbr-2647	57	21	the	the	DET
asfbr-2647	57	22	firm	firm	NOUN
asfbr-2647	57	23	can	can	AUX
asfbr-2647	57	24	use	use	VERB
asfbr-2647	57	25	,	,	PUNCT
asfbr-2647	57	26	including	include	VERB
asfbr-2647	57	27	bankruptcy	bankruptcy	NOUN
asfbr-2647	57	28	analysis	analysis	NOUN
asfbr-2647	57	29	(	(	PUNCT
asfbr-2647	57	30	financial	financial	ADJ
asfbr-2647	57	31	distress	distress	NOUN
asfbr-2647	57	32	)	)	PUNCT
asfbr-2647	57	33	.	.	PUNCT
asfbr-2647	58	1	according	accord	VERB
asfbr-2647	58	2	to	to	ADP
asfbr-2647	58	3	platt	platt	PROPN
asfbr-2647	58	4	and	and	CCONJ
asfbr-2647	58	5	platt	platt	PROPN
asfbr-2647	58	6	(	(	PUNCT
asfbr-2647	58	7	2002	2002	NUM
asfbr-2647	58	8	)	)	PUNCT
asfbr-2647	58	9	,	,	PUNCT
asfbr-2647	58	10	financial	financial	ADJ
asfbr-2647	58	11	distress	distress	NOUN
asfbr-2647	58	12	is	be	AUX
asfbr-2647	58	13	defined	define	VERB
asfbr-2647	58	14	as	as	ADP
asfbr-2647	58	15	a	a	DET
asfbr-2647	58	16	condition	condition	NOUN
asfbr-2647	58	17	of	of	ADP
asfbr-2647	58	18	decline	decline	NOUN
asfbr-2647	58	19	in	in	ADP
asfbr-2647	58	20	a	a	DET
asfbr-2647	58	21	firm	firm	NOUN
asfbr-2647	58	22	's	's	PART
asfbr-2647	58	23	financial	financial	ADJ
asfbr-2647	58	24	position	position	NOUN
asfbr-2647	58	25	before	before	ADP
asfbr-2647	58	26	bankruptcy	bankruptcy	NOUN
asfbr-2647	58	27	or	or	CCONJ
asfbr-2647	58	28	liquidation	liquidation	NOUN
asfbr-2647	58	29	.	.	PUNCT
asfbr-2647	59	1	lau	lau	PROPN
asfbr-2647	59	2	(	(	PUNCT
asfbr-2647	59	3	1987	1987	NUM
asfbr-2647	59	4	)	)	PUNCT
asfbr-2647	59	5	revealed	reveal	VERB
asfbr-2647	59	6	that	that	SCONJ
asfbr-2647	59	7	the	the	DET
asfbr-2647	59	8	deterioration	deterioration	NOUN
asfbr-2647	59	9	in	in	ADP
asfbr-2647	59	10	financial	financial	ADJ
asfbr-2647	59	11	conditions	condition	NOUN
asfbr-2647	59	12	stems	stem	VERB
asfbr-2647	59	13	from	from	ADP
asfbr-2647	59	14	the	the	DET
asfbr-2647	59	15	composition	composition	NOUN
asfbr-2647	59	16	of	of	ADP
asfbr-2647	59	17	the	the	DET
asfbr-2647	59	18	balance	balance	NOUN
asfbr-2647	59	19	sheet	sheet	NOUN
asfbr-2647	59	20	,	,	PUNCT
asfbr-2647	59	21	specifically	specifically	ADV
asfbr-2647	59	22	when	when	SCONJ
asfbr-2647	59	23	the	the	DET
asfbr-2647	59	24	total	total	ADJ
asfbr-2647	59	25	assets	asset	NOUN
asfbr-2647	59	26	are	be	AUX
asfbr-2647	59	27	smaller	small	ADJ
asfbr-2647	59	28	than	than	ADP
asfbr-2647	59	29	the	the	DET
asfbr-2647	59	30	amount	amount	NOUN
asfbr-2647	59	31	of	of	ADP
asfbr-2647	59	32	the	the	DET
asfbr-2647	59	33	firm	firm	NOUN
asfbr-2647	59	34	's	's	PART
asfbr-2647	59	35	debt	debt	NOUN
asfbr-2647	59	36	,	,	PUNCT
asfbr-2647	59	37	rendering	render	VERB
asfbr-2647	59	38	the	the	DET
asfbr-2647	59	39	business	business	NOUN
asfbr-2647	59	40	unable	unable	ADJ
asfbr-2647	59	41	to	to	PART
asfbr-2647	59	42	pay	pay	VERB
asfbr-2647	59	43	its	its	PRON
asfbr-2647	59	44	obligations	obligation	NOUN
asfbr-2647	59	45	(	(	PUNCT
asfbr-2647	59	46	mentariningrum	mentariningrum	NOUN
asfbr-2647	59	47	&	&	CCONJ
asfbr-2647	59	48	prasetiono	prasetiono	PROPN
asfbr-2647	59	49	,	,	PUNCT
asfbr-2647	59	50	2022	2022	NUM
asfbr-2647	59	51	)	)	PUNCT
asfbr-2647	59	52	.	.	PUNCT
asfbr-2647	60	1	elloumi	elloumi	PROPN
asfbr-2647	60	2	and	and	CCONJ
asfbr-2647	60	3	gueyié	gueyié	NOUN
asfbr-2647	60	4	(	(	PUNCT
asfbr-2647	60	5	2001	2001	NUM
asfbr-2647	60	6	)	)	PUNCT
asfbr-2647	60	7	stated	state	VERB
asfbr-2647	60	8	that	that	SCONJ
asfbr-2647	60	9	a	a	DET
asfbr-2647	60	10	firm	firm	NOUN
asfbr-2647	60	11	's	's	PART
asfbr-2647	60	12	condition	condition	NOUN
asfbr-2647	60	13	of	of	ADP
asfbr-2647	60	14	financial	financial	ADJ
asfbr-2647	60	15	distress	distress	NOUN
asfbr-2647	60	16	is	be	AUX
asfbr-2647	60	17	characterized	characterize	VERB
asfbr-2647	60	18	by	by	ADP
asfbr-2647	60	19	two	two	NUM
asfbr-2647	60	20	consecutive	consecutive	ADJ
asfbr-2647	60	21	years	year	NOUN
asfbr-2647	60	22	of	of	ADP
asfbr-2647	60	23	negative	negative	ADJ
asfbr-2647	60	24	earnings	earning	NOUN
asfbr-2647	60	25	per	per	ADP
asfbr-2647	60	26	share	share	NOUN
asfbr-2647	60	27	(	(	PUNCT
asfbr-2647	60	28	eps	eps	PROPN
asfbr-2647	60	29	)	)	PUNCT
asfbr-2647	60	30	.	.	PUNCT
asfbr-2647	61	1	therefore	therefore	ADV
asfbr-2647	61	2	,	,	PUNCT
asfbr-2647	61	3	firms	firm	NOUN
asfbr-2647	61	4	must	must	AUX
asfbr-2647	61	5	prevent	prevent	VERB
asfbr-2647	61	6	or	or	CCONJ
asfbr-2647	61	7	minimize	minimize	VERB
asfbr-2647	61	8	the	the	DET
asfbr-2647	61	9	event	event	NOUN
asfbr-2647	61	10	of	of	ADP
asfbr-2647	61	11	financial	financial	ADJ
asfbr-2647	61	12	distress	distress	NOUN
asfbr-2647	61	13	by	by	ADP
asfbr-2647	61	14	reviewing	review	VERB
asfbr-2647	61	15	financial	financial	ADJ
asfbr-2647	61	16	reports	report	NOUN
asfbr-2647	61	17	and	and	CCONJ
asfbr-2647	61	18	conducting	conduct	VERB
asfbr-2647	61	19	a	a	DET
asfbr-2647	61	20	financial	financial	ADJ
asfbr-2647	61	21	distress	distress	NOUN
asfbr-2647	61	22	analysis	analysis	NOUN
asfbr-2647	61	23	.	.	PUNCT
asfbr-2647	62	1	financial	financial	ADJ
asfbr-2647	62	2	distress	distress	NOUN
asfbr-2647	62	3	indicators	indicator	NOUN
asfbr-2647	62	4	that	that	SCONJ
asfbr-2647	62	5	firm	firm	ADJ
asfbr-2647	62	6	management	management	NOUN
asfbr-2647	62	7	(	(	PUNCT
asfbr-2647	62	8	internal	internal	ADJ
asfbr-2647	62	9	parties	party	NOUN
asfbr-2647	62	10	)	)	PUNCT
asfbr-2647	62	11	must	must	AUX
asfbr-2647	62	12	pay	pay	VERB
asfbr-2647	62	13	attention	attention	NOUN
asfbr-2647	62	14	to	to	PART
asfbr-2647	62	15	are	are	AUX
asfbr-2647	62	16	related	relate	VERB
asfbr-2647	62	17	to	to	ADP
asfbr-2647	62	18	the	the	DET
asfbr-2647	62	19	efficiency	efficiency	NOUN
asfbr-2647	62	20	and	and	CCONJ
asfbr-2647	62	21	effectiveness	effectiveness	NOUN
asfbr-2647	62	22	of	of	ADP
asfbr-2647	62	23	its	its	PRON
asfbr-2647	62	24	operations	operation	NOUN
asfbr-2647	62	25	,	,	PUNCT
asfbr-2647	62	26	as	as	SCONJ
asfbr-2647	62	27	stated	state	VERB
asfbr-2647	62	28	by	by	ADP
asfbr-2647	62	29	hartanto	hartanto	NOUN
asfbr-2647	62	30	(	(	PUNCT
asfbr-2647	62	31	1984	1984	NUM
asfbr-2647	62	32	)	)	PUNCT
asfbr-2647	62	33	,	,	PUNCT
asfbr-2647	62	34	are	be	AUX
asfbr-2647	62	35	:	:	PUNCT
asfbr-2647	62	36	(	(	PUNCT
asfbr-2647	62	37	1	1	X
asfbr-2647	62	38	)	)	PUNCT
asfbr-2647	62	39	a	a	DET
asfbr-2647	62	40	decrease	decrease	NOUN
asfbr-2647	62	41	in	in	ADP
asfbr-2647	62	42	sales	sale	NOUN
asfbr-2647	62	43	volume	volume	NOUN
asfbr-2647	62	44	because	because	SCONJ
asfbr-2647	62	45	of	of	ADP
asfbr-2647	62	46	consumer	consumer	NOUN
asfbr-2647	62	47	moves	move	NOUN
asfbr-2647	62	48	,	,	PUNCT
asfbr-2647	62	49	demands	demand	NOUN
asfbr-2647	62	50	,	,	PUNCT
asfbr-2647	62	51	or	or	CCONJ
asfbr-2647	62	52	tastes	taste	NOUN
asfbr-2647	62	53	.	.	PUNCT
asfbr-2647	63	1	(	(	PUNCT
asfbr-2647	63	2	2	2	X
asfbr-2647	63	3	)	)	PUNCT
asfbr-2647	63	4	production	production	NOUN
asfbr-2647	63	5	costs	cost	NOUN
asfbr-2647	63	6	are	be	AUX
asfbr-2647	63	7	worked	work	VERB
asfbr-2647	63	8	up	up	ADP
asfbr-2647	63	9	.	.	PUNCT
asfbr-2647	64	1	(	(	PUNCT
asfbr-2647	64	2	3	3	X
asfbr-2647	64	3	)	)	PUNCT
asfbr-2647	64	4	competition	competition	NOUN
asfbr-2647	64	5	in	in	ADP
asfbr-2647	64	6	the	the	DET
asfbr-2647	64	7	business	business	NOUN
asfbr-2647	64	8	climate	climate	NOUN
asfbr-2647	64	9	rises	rise	NOUN
asfbr-2647	64	10	.	.	PUNCT
asfbr-2647	65	1	(	(	PUNCT
asfbr-2647	65	2	4	4	X
asfbr-2647	65	3	)	)	PUNCT
asfbr-2647	65	4	business	business	NOUN
asfbr-2647	65	5	expansion	expansion	NOUN
asfbr-2647	65	6	of	of	ADP
asfbr-2647	65	7	a	a	DET
asfbr-2647	65	8	failed	fail	VERB
asfbr-2647	65	9	.	.	PUNCT
asfbr-2647	66	1	(	(	PUNCT
asfbr-2647	66	2	5	5	X
asfbr-2647	66	3	)	)	PUNCT
asfbr-2647	66	4	the	the	DET
asfbr-2647	66	5	collecting	collect	VERB
asfbr-2647	66	6	receivables	receivables	NOUN
asfbr-2647	66	7	function	function	NOUN
asfbr-2647	66	8	is	be	AUX
asfbr-2647	66	9	ineffective	ineffective	ADJ
asfbr-2647	66	10	.	.	PUNCT
asfbr-2647	67	1	(	(	PUNCT
asfbr-2647	67	2	6	6	X
asfbr-2647	67	3	)	)	PUNCT
asfbr-2647	67	4	lack	lack	NOUN
asfbr-2647	67	5	of	of	ADP
asfbr-2647	67	6	contributions	contribution	NOUN
asfbr-2647	67	7	or	or	CCONJ
asfbr-2647	67	8	funding	funding	NOUN
asfbr-2647	67	9	facilities	facility	NOUN
asfbr-2647	67	10	(	(	PUNCT
asfbr-2647	67	11	credit	credit	NOUN
asfbr-2647	67	12	)	)	PUNCT
asfbr-2647	67	13	.	.	PUNCT
asfbr-2647	68	1	(	(	PUNCT
asfbr-2647	68	2	7	7	X
asfbr-2647	68	3	)	)	PUNCT
asfbr-2647	68	4	dependence	dependence	NOUN
asfbr-2647	68	5	on	on	ADP
asfbr-2647	68	6	corporate	corporate	ADJ
asfbr-2647	68	7	receivables	receivables	NOUN
asfbr-2647	68	8	is	be	AUX
asfbr-2647	68	9	high	high	ADJ
asfbr-2647	68	10	.	.	PUNCT
asfbr-2647	69	1	the	the	DET
asfbr-2647	69	2	indicators	indicator	NOUN
asfbr-2647	69	3	that	that	SCONJ
asfbr-2647	69	4	external	external	ADJ
asfbr-2647	69	5	parties	party	NOUN
asfbr-2647	69	6	must	must	AUX
asfbr-2647	69	7	pay	pay	VERB
asfbr-2647	69	8	attention	attention	NOUN
asfbr-2647	69	9	to	to	PART
asfbr-2647	69	10	include	include	VERB
asfbr-2647	69	11	:	:	PUNCT
asfbr-2647	69	12	(	(	PUNCT
asfbr-2647	69	13	1	1	X
asfbr-2647	69	14	)	)	PUNCT
asfbr-2647	69	15	a	a	DET
asfbr-2647	69	16	decrease	decrease	NOUN
asfbr-2647	69	17	in	in	ADP
asfbr-2647	69	18	dividends	dividend	NOUN
asfbr-2647	69	19	distributed	distribute	VERB
asfbr-2647	69	20	to	to	ADP
asfbr-2647	69	21	shareholders	shareholder	NOUN
asfbr-2647	69	22	.	.	PUNCT
asfbr-2647	70	1	(	(	PUNCT
asfbr-2647	70	2	2	2	X
asfbr-2647	70	3	)	)	PUNCT
asfbr-2647	70	4	losses	loss	NOUN
asfbr-2647	70	5	corporation	corporation	NOUN
asfbr-2647	70	6	,	,	PUNCT
asfbr-2647	70	7	and	and	CCONJ
asfbr-2647	70	8	a	a	DET
asfbr-2647	70	9	continuous	continuous	ADJ
asfbr-2647	70	10	decline	decline	NOUN
asfbr-2647	70	11	in	in	ADP
asfbr-2647	70	12	the	the	DET
asfbr-2647	70	13	point	point	NOUN
asfbr-2647	70	14	of	of	ADP
asfbr-2647	70	15	lower	low	ADJ
asfbr-2647	70	16	.	.	PUNCT
asfbr-2647	71	1	(	(	PUNCT
asfbr-2647	71	2	3	3	X
asfbr-2647	71	3	)	)	PUNCT
asfbr-2647	71	4	one	one	NUM
asfbr-2647	71	5	or	or	CCONJ
asfbr-2647	71	6	more	more	ADJ
asfbr-2647	71	7	business	business	NOUN
asfbr-2647	71	8	units	unit	NOUN
asfbr-2647	71	9	which	which	PRON
asfbr-2647	71	10	has	have	AUX
asfbr-2647	71	11	stopped	stop	VERB
asfbr-2647	71	12	their	their	PRON
asfbr-2647	71	13	operational	operational	ADJ
asfbr-2647	71	14	activities	activity	NOUN
asfbr-2647	71	15	.	.	PUNCT
asfbr-2647	72	1	(	(	PUNCT
asfbr-2647	72	2	4	4	X
asfbr-2647	72	3	)	)	PUNCT
asfbr-2647	72	4	layoffs	layoff	NOUN
asfbr-2647	72	5	.	.	PUNCT
asfbr-2647	73	1	(	(	PUNCT
asfbr-2647	73	2	5	5	X
asfbr-2647	73	3	)	)	PUNCT
asfbr-2647	73	4	resignation	resignation	NOUN
asfbr-2647	73	5	of	of	ADP
asfbr-2647	73	6	top	top	ADJ
asfbr-2647	73	7	executives	executive	NOUN
asfbr-2647	73	8	.	.	PUNCT
asfbr-2647	74	1	(	(	PUNCT
asfbr-2647	74	2	6	6	X
asfbr-2647	74	3	)	)	PUNCT
asfbr-2647	74	4	decrease	decrease	NOUN
asfbr-2647	74	5	in	in	ADP
asfbr-2647	74	6	the	the	DET
asfbr-2647	74	7	capital	capital	NOUN
asfbr-2647	74	8	market	market	NOUN
asfbr-2647	74	9	of	of	ADP
asfbr-2647	74	10	stock	stock	NOUN
asfbr-2647	74	11	prices	price	NOUN
asfbr-2647	74	12	(	(	PUNCT
asfbr-2647	74	13	teng	teng	PROPN
asfbr-2647	74	14	,	,	PUNCT
asfbr-2647	74	15	2002	2002	NUM
asfbr-2647	74	16	)	)	PUNCT
asfbr-2647	74	17	.	.	PUNCT
asfbr-2647	75	1	financial	financial	ADJ
asfbr-2647	75	2	distress	distress	NOUN
asfbr-2647	75	3	analysis	analysis	NOUN
asfbr-2647	75	4	model	model	NOUN
asfbr-2647	75	5	elements	element	NOUN
asfbr-2647	75	6	to	to	PART
asfbr-2647	75	7	express	express	VERB
asfbr-2647	75	8	bankruptcy	bankruptcy	NOUN
asfbr-2647	75	9	prediction	prediction	NOUN
asfbr-2647	75	10	analysis	analysis	NOUN
asfbr-2647	75	11	can	can	AUX
asfbr-2647	75	12	use	use	VERB
asfbr-2647	75	13	a	a	DET
asfbr-2647	75	14	model	model	NOUN
asfbr-2647	75	15	.	.	PUNCT
asfbr-2647	76	1	this	this	DET
asfbr-2647	76	2	model	model	NOUN
asfbr-2647	76	3	must	must	AUX
asfbr-2647	76	4	ensure	ensure	VERB
asfbr-2647	76	5	that	that	SCONJ
asfbr-2647	76	6	the	the	DET
asfbr-2647	76	7	construction	construction	NOUN
asfbr-2647	76	8	meets	meet	VERB
asfbr-2647	76	9	the	the	DET
asfbr-2647	76	10	structure	structure	NOUN
asfbr-2647	76	11	,	,	PUNCT
asfbr-2647	76	12	form	form	NOUN
asfbr-2647	76	13	,	,	PUNCT
asfbr-2647	76	14	and	and	CCONJ
asfbr-2647	76	15	content	content	NOUN
asfbr-2647	76	16	,	,	PUNCT
asfbr-2647	76	17	and	and	CCONJ
asfbr-2647	76	18	has	have	VERB
asfbr-2647	76	19	meaning	meaning	NOUN
asfbr-2647	76	20	,	,	PUNCT
asfbr-2647	76	21	with	with	SCONJ
asfbr-2647	76	22	parameters	parameter	NOUN
asfbr-2647	76	23	limited	limit	VERB
asfbr-2647	76	24	to	to	ADP
asfbr-2647	76	25	specific	specific	ADJ
asfbr-2647	76	26	measures	measure	NOUN
asfbr-2647	76	27	in	in	ADP
asfbr-2647	76	28	decision	decision	NOUN
asfbr-2647	76	29	-	-	PUNCT
asfbr-2647	76	30	making	making	NOUN
asfbr-2647	76	31	(	(	PUNCT
asfbr-2647	76	32	husain	husain	NOUN
asfbr-2647	76	33	,	,	PUNCT
asfbr-2647	76	34	2019	2019	NUM
asfbr-2647	76	35	)	)	PUNCT
asfbr-2647	76	36	.	.	PUNCT
asfbr-2647	77	1	several	several	ADJ
asfbr-2647	77	2	financial	financial	ADJ
asfbr-2647	77	3	distress	distress	NOUN
asfbr-2647	77	4	analysis	analysis	NOUN
asfbr-2647	77	5	models	model	NOUN
asfbr-2647	77	6	that	that	PRON
asfbr-2647	77	7	are	be	AUX
asfbr-2647	77	8	pretty	pretty	ADV
asfbr-2647	77	9	popular	popular	ADJ
asfbr-2647	77	10	and	and	CCONJ
asfbr-2647	77	11	used	use	VERB
asfbr-2647	77	12	in	in	ADP
asfbr-2647	77	13	this	this	DET
asfbr-2647	77	14	study	study	NOUN
asfbr-2647	77	15	are	be	AUX
asfbr-2647	77	16	:	:	PUNCT
asfbr-2647	77	17			PROPN
asfbr-2647	77	18	altman	altman	PROPN
asfbr-2647	77	19	z	z	PROPN
asfbr-2647	77	20	-	-	PUNCT
asfbr-2647	77	21	score	score	NOUN
asfbr-2647	77	22	;	;	PUNCT
asfbr-2647	77	23	i.e.	i.e.	X
asfbr-2647	77	24	,	,	PUNCT
asfbr-2647	77	25	with	with	ADP
asfbr-2647	77	26	the	the	DET
asfbr-2647	77	27	name	name	NOUN
asfbr-2647	77	28	‘	'	PUNCT
asfbr-2647	77	29	altman	altman	PROPN
asfbr-2647	77	30	model	model	NOUN
asfbr-2647	77	31	analysis	analysis	NOUN
asfbr-2647	77	32	’	'	PUNCT
asfbr-2647	77	33	(	(	PUNCT
asfbr-2647	77	34	1968	1968	NUM
asfbr-2647	77	35	)	)	PUNCT
asfbr-2647	77	36	;	;	PUNCT
asfbr-2647	77	37	calculated	calculate	VERB
asfbr-2647	77	38	with	with	ADP
asfbr-2647	77	39	the	the	DET
asfbr-2647	77	40	equation	equation	NOUN
asfbr-2647	77	41	formula	formula	NOUN
asfbr-2647	77	42	adhered	adhere	VERB
asfbr-2647	77	43	:	:	PUNCT
asfbr-2647	77	44	𝑍	𝑍	PROPN
asfbr-2647	77	45	=	=	SYM
asfbr-2647	77	46	1.2𝑋1	1.2𝑋1	NUM
asfbr-2647	77	47	+	+	CCONJ
asfbr-2647	77	48	1.4𝑋2	1.4𝑋2	NUM
asfbr-2647	77	49	+	+	NOUN
asfbr-2647	77	50	3.3𝑋3	3.3𝑋3	NUM
asfbr-2647	77	51	+	+	CCONJ
asfbr-2647	77	52	0.6𝑋4	0.6𝑋4	NUM
asfbr-2647	77	53	+	+	CCONJ
asfbr-2647	77	54	1.0𝑋5	1.0𝑋5	NUM
asfbr-2647	77	55	...	...	PUNCT
asfbr-2647	77	56	(	(	PUNCT
asfbr-2647	77	57	1	1	X
asfbr-2647	77	58	)	)	PUNCT
asfbr-2647	77	59	alang	alang	PROPN
asfbr-2647	77	60	,	,	PUNCT
asfbr-2647	77	61	asian	asian	ADJ
asfbr-2647	77	62	finance	finance	PROPN
asfbr-2647	77	63	&	&	CCONJ
asfbr-2647	77	64	banking	banking	NOUN
asfbr-2647	77	65	review	review	NOUN
asfbr-2647	77	66	9(1	9(1	NUM
asfbr-2647	77	67	)	)	PUNCT
asfbr-2647	77	68	(	(	PUNCT
asfbr-2647	77	69	2025	2025	NUM
asfbr-2647	77	70	)	)	PUNCT
asfbr-2647	77	71	,	,	PUNCT
asfbr-2647	77	72	1	1	NUM
asfbr-2647	77	73	-	-	SYM
asfbr-2647	77	74	8	8	NUM
asfbr-2647	77	75	3	3	NUM
asfbr-2647	77	76	explanation	explanation	NOUN
asfbr-2647	77	77	:	:	PUNCT
asfbr-2647	77	78	𝑋1	𝑋1	PROPN
asfbr-2647	77	79	is	be	AUX
asfbr-2647	77	80	working	work	VERB
asfbr-2647	77	81	capital	capital	NOUN
asfbr-2647	77	82	divided	divide	VERB
asfbr-2647	77	83	by	by	ADP
asfbr-2647	77	84	total	total	ADJ
asfbr-2647	77	85	assets	asset	NOUN
asfbr-2647	77	86	𝑋2	𝑋2	VERB
asfbr-2647	77	87	is	be	AUX
asfbr-2647	77	88	retained	retain	VERB
asfbr-2647	77	89	earnings	earning	NOUN
asfbr-2647	77	90	(	(	PUNCT
asfbr-2647	77	91	re	re	NOUN
asfbr-2647	77	92	)	)	PUNCT
asfbr-2647	77	93	divided	divide	VERB
asfbr-2647	77	94	by	by	ADP
asfbr-2647	77	95	total	total	ADJ
asfbr-2647	77	96	assets	asset	NOUN
asfbr-2647	77	97	𝑋3	𝑋3	VERB
asfbr-2647	77	98	is	be	AUX
asfbr-2647	77	99	earnings	earning	NOUN
asfbr-2647	77	100	before	before	ADP
asfbr-2647	77	101	interest	interest	NOUN
asfbr-2647	77	102	and	and	CCONJ
asfbr-2647	77	103	taxes	taxis	NOUN
asfbr-2647	77	104	(	(	PUNCT
asfbr-2647	77	105	ebit	ebit	NOUN
asfbr-2647	77	106	)	)	PUNCT
asfbr-2647	77	107	divided	divide	VERB
asfbr-2647	77	108	by	by	ADP
asfbr-2647	77	109	total	total	ADJ
asfbr-2647	77	110	assets	asset	NOUN
asfbr-2647	77	111	𝑋4	𝑋4	NOUN
asfbr-2647	77	112	is	be	AUX
asfbr-2647	77	113	the	the	DET
asfbr-2647	77	114	book	book	NOUN
asfbr-2647	77	115	value	value	NOUN
asfbr-2647	77	116	of	of	ADP
asfbr-2647	77	117	equity	equity	NOUN
asfbr-2647	77	118	divided	divide	VERB
asfbr-2647	77	119	by	by	ADP
asfbr-2647	77	120	the	the	DET
asfbr-2647	77	121	book	book	NOUN
asfbr-2647	77	122	value	value	NOUN
asfbr-2647	77	123	of	of	ADP
asfbr-2647	77	124	total	total	ADJ
asfbr-2647	77	125	debt	debt	NOUN
asfbr-2647	77	126	𝑋5	𝑋5	NOUN
asfbr-2647	78	1	=	=	PUNCT
asfbr-2647	78	2	sales	sale	NOUN
asfbr-2647	78	3	to	to	ADP
asfbr-2647	78	4	total	total	ADJ
asfbr-2647	78	5	assets	asset	NOUN
asfbr-2647	78	6	(	(	PUNCT
asfbr-2647	78	7	ta	ta	X
asfbr-2647	78	8	)	)	PUNCT
asfbr-2647	78	9	the	the	DET
asfbr-2647	78	10	assumptions	assumption	NOUN
asfbr-2647	78	11	:	:	PUNCT
asfbr-2647	78	12	(	(	PUNCT
asfbr-2647	78	13	i	i	NOUN
asfbr-2647	78	14	)	)	PUNCT
asfbr-2647	78	15	if	if	SCONJ
asfbr-2647	78	16	the	the	DET
asfbr-2647	78	17	z	z	NOUN
asfbr-2647	78	18	index	index	NOUN
asfbr-2647	78	19	score	score	NOUN
asfbr-2647	78	20	is	be	AUX
asfbr-2647	78	21	<	<	X
asfbr-2647	78	22	1.81	1.81	NUM
asfbr-2647	78	23	,	,	PUNCT
asfbr-2647	78	24	then	then	ADV
asfbr-2647	78	25	the	the	DET
asfbr-2647	78	26	firm	firm	NOUN
asfbr-2647	78	27	is	be	AUX
asfbr-2647	78	28	experiencing	experience	VERB
asfbr-2647	78	29	financial	financial	ADJ
asfbr-2647	78	30	distress	distress	NOUN
asfbr-2647	78	31	;	;	PUNCT
asfbr-2647	78	32	(	(	PUNCT
asfbr-2647	78	33	ii	ii	NOUN
asfbr-2647	78	34	)	)	PUNCT
asfbr-2647	78	35	if	if	SCONJ
asfbr-2647	78	36	the	the	DET
asfbr-2647	78	37	z	z	NOUN
asfbr-2647	78	38	index	index	NOUN
asfbr-2647	78	39	score	score	NOUN
asfbr-2647	78	40	is	be	AUX
asfbr-2647	78	41	>	>	X
asfbr-2647	78	42	2.99	2.99	NUM
asfbr-2647	78	43	,	,	PUNCT
asfbr-2647	78	44	then	then	ADV
asfbr-2647	78	45	the	the	DET
asfbr-2647	78	46	firm	firm	NOUN
asfbr-2647	78	47	is	be	AUX
asfbr-2647	78	48	not	not	PART
asfbr-2647	78	49	experiencing	experience	VERB
asfbr-2647	78	50	financial	financial	ADJ
asfbr-2647	78	51	distress	distress	NOUN
asfbr-2647	78	52	;	;	PUNCT
asfbr-2647	78	53	(	(	PUNCT
asfbr-2647	78	54	iii	iii	NOUN
asfbr-2647	78	55	)	)	PUNCT
asfbr-2647	78	56	.	.	PUNCT
asfbr-2647	79	1	if	if	SCONJ
asfbr-2647	79	2	the	the	DET
asfbr-2647	79	3	index	index	NOUN
asfbr-2647	79	4	score	score	NOUN
asfbr-2647	79	5	z	z	NOUN
asfbr-2647	79	6	is	be	AUX
asfbr-2647	79	7	between	between	ADP
asfbr-2647	79	8	1.81	1.81	NUM
asfbr-2647	79	9	and	and	CCONJ
asfbr-2647	79	10	2.99	2.99	NUM
asfbr-2647	79	11	,	,	PUNCT
asfbr-2647	79	12	then	then	ADV
asfbr-2647	79	13	it	it	PRON
asfbr-2647	79	14	falls	fall	VERB
asfbr-2647	79	15	within	within	ADP
asfbr-2647	79	16	the	the	DET
asfbr-2647	79	17	grey	grey	ADJ
asfbr-2647	79	18	area	area	NOUN
asfbr-2647	79	19	(	(	PUNCT
asfbr-2647	79	20	the	the	DET
asfbr-2647	79	21	firm	firm	NOUN
asfbr-2647	79	22	is	be	AUX
asfbr-2647	79	23	experiencing	experience	VERB
asfbr-2647	79	24	minor	minor	ADJ
asfbr-2647	79	25	financial	financial	ADJ
asfbr-2647	79	26	problems	problem	NOUN
asfbr-2647	79	27	and	and	CCONJ
asfbr-2647	79	28	has	have	VERB
asfbr-2647	79	29	a	a	DET
asfbr-2647	79	30	probability	probability	NOUN
asfbr-2647	79	31	of	of	ADP
asfbr-2647	79	32	experiencing	experience	VERB
asfbr-2647	79	33	financial	financial	ADJ
asfbr-2647	79	34	distress	distress	NOUN
asfbr-2647	79	35	)	)	PUNCT
asfbr-2647	79	36	;	;	PUNCT
asfbr-2647	79	37	and	and	CCONJ
asfbr-2647	79	38	(	(	PUNCT
asfbr-2647	79	39	iv	iv	X
asfbr-2647	79	40	)	)	PUNCT
asfbr-2647	79	41	the	the	DET
asfbr-2647	79	42	cut	cut	VERB
asfbr-2647	79	43	-	-	PUNCT
asfbr-2647	79	44	off	off	ADP
asfbr-2647	79	45	value	value	NOUN
asfbr-2647	79	46	for	for	ADP
asfbr-2647	79	47	this	this	DET
asfbr-2647	79	48	index	index	NOUN
asfbr-2647	79	49	is	be	AUX
asfbr-2647	79	50	2.675	2.675	NUM
asfbr-2647	79	51	.	.	PUNCT
asfbr-2647	80	1			NOUN
asfbr-2647	80	2	modified	modify	VERB
asfbr-2647	80	3	–	–	PUNCT
asfbr-2647	80	4	iii	iii	NOUN
asfbr-2647	80	5	,	,	PUNCT
asfbr-2647	80	6	altman	altman	PROPN
asfbr-2647	80	7	model	model	NOUN
asfbr-2647	80	8	analysis	analysis	NOUN
asfbr-2647	80	9	(	(	PUNCT
asfbr-2647	80	10	altman	altman	PROPN
asfbr-2647	80	11	,	,	PUNCT
asfbr-2647	80	12	hartzell	hartzell	PROPN
asfbr-2647	80	13	,	,	PUNCT
asfbr-2647	80	14	&	&	CCONJ
asfbr-2647	80	15	peck	peck	VERB
asfbr-2647	80	16	,	,	PUNCT
asfbr-2647	80	17	1998	1998	NUM
asfbr-2647	80	18	)	)	PUNCT
asfbr-2647	80	19	;	;	PUNCT
asfbr-2647	80	20	in	in	ADP
asfbr-2647	80	21	this	this	DET
asfbr-2647	80	22	model	model	NOUN
asfbr-2647	80	23	,	,	PUNCT
asfbr-2647	80	24	altman	altman	PROPN
asfbr-2647	80	25	eliminates	eliminate	VERB
asfbr-2647	80	26	the	the	DET
asfbr-2647	80	27	variable	variable	ADJ
asfbr-2647	80	28	𝑋5	𝑋5	NOUN
asfbr-2647	80	29	(	(	PUNCT
asfbr-2647	80	30	sales	sale	NOUN
asfbr-2647	80	31	/	/	SYM
asfbr-2647	80	32	total	total	ADJ
asfbr-2647	80	33	assets	asset	NOUN
asfbr-2647	80	34	)	)	PUNCT
asfbr-2647	80	35	because	because	SCONJ
asfbr-2647	80	36	this	this	DET
asfbr-2647	80	37	ratio	ratio	NOUN
asfbr-2647	80	38	varies	vary	VERB
asfbr-2647	80	39	significantly	significantly	ADV
asfbr-2647	80	40	across	across	ADP
asfbr-2647	80	41	industries	industry	NOUN
asfbr-2647	80	42	with	with	ADP
asfbr-2647	80	43	different	different	ADJ
asfbr-2647	80	44	asset	asset	NOUN
asfbr-2647	80	45	sizes	size	NOUN
asfbr-2647	80	46	.	.	PUNCT
asfbr-2647	81	1	the	the	DET
asfbr-2647	81	2	calculated	calculate	VERB
asfbr-2647	81	3	equation	equation	NOUN
asfbr-2647	81	4	formula	formula	NOUN
asfbr-2647	81	5	is	be	AUX
asfbr-2647	81	6	:	:	PUNCT
asfbr-2647	81	7	𝑍	𝑍	PROPN
asfbr-2647	81	8	"	"	PUNCT
asfbr-2647	81	9	=	=	SYM
asfbr-2647	81	10	6.56𝑋1	6.56𝑋1	NUM
asfbr-2647	81	11	+	+	CCONJ
asfbr-2647	81	12	3.26𝑋2	3.26𝑋2	NUM
asfbr-2647	82	1	+	+	CCONJ
asfbr-2647	82	2	6.72𝑋3	6.72𝑋3	NOUN
asfbr-2647	83	1	+	+	CCONJ
asfbr-2647	83	2	1.05𝑋4	1.05𝑋4	NUM
asfbr-2647	83	3	...	...	PUNCT
asfbr-2647	83	4	(	(	PUNCT
asfbr-2647	83	5	2	2	X
asfbr-2647	83	6	)	)	PUNCT
asfbr-2647	83	7			NOUN
asfbr-2647	83	8	altman	altman	NOUN
asfbr-2647	83	9	(	(	PUNCT
asfbr-2647	83	10	1968	1968	NUM
asfbr-2647	83	11	)	)	PUNCT
asfbr-2647	83	12	is	be	AUX
asfbr-2647	83	13	a	a	DET
asfbr-2647	83	14	model	model	NOUN
asfbr-2647	83	15	constructed	construct	VERB
asfbr-2647	83	16	by	by	ADP
asfbr-2647	83	17	re	re	VERB
asfbr-2647	83	18	-	-	NOUN
asfbr-2647	83	19	evaluating	evaluate	VERB
asfbr-2647	83	20	and	and	CCONJ
asfbr-2647	83	21	redesigning	redesign	VERB
asfbr-2647	83	22	the	the	DET
asfbr-2647	83	23	altman	altman	PROPN
asfbr-2647	83	24	z	z	PROPN
asfbr-2647	83	25	-	-	PUNCT
asfbr-2647	83	26	score	score	NOUN
asfbr-2647	83	27	model	model	NOUN
asfbr-2647	83	28	.	.	PUNCT
asfbr-2647	84	1	altman	altman	PROPN
asfbr-2647	84	2	(	(	PUNCT
asfbr-2647	84	3	1968	1968	NUM
asfbr-2647	84	4	)	)	PUNCT
asfbr-2647	84	5	utilized	utilize	VERB
asfbr-2647	84	6	a	a	DET
asfbr-2647	84	7	sample	sample	NOUN
asfbr-2647	84	8	based	base	VERB
asfbr-2647	84	9	on	on	ADP
asfbr-2647	84	10	the	the	DET
asfbr-2647	84	11	altman	altman	PROPN
asfbr-2647	84	12	z	z	PROPN
asfbr-2647	84	13	-	-	PUNCT
asfbr-2647	84	14	score	score	NOUN
asfbr-2647	84	15	model	model	NOUN
asfbr-2647	84	16	in	in	ADP
asfbr-2647	84	17	1968	1968	NUM
asfbr-2647	84	18	by	by	ADP
asfbr-2647	84	19	adding	add	VERB
asfbr-2647	84	20	thirteen	thirteen	NUM
asfbr-2647	84	21	financial	financial	ADJ
asfbr-2647	84	22	ratios	ratio	NOUN
asfbr-2647	84	23	.	.	PUNCT
asfbr-2647	85	1	the	the	DET
asfbr-2647	85	2	calculated	calculate	VERB
asfbr-2647	85	3	equation	equation	NOUN
asfbr-2647	85	4	formula	formula	NOUN
asfbr-2647	85	5	is	be	AUX
asfbr-2647	85	6	:	:	PUNCT
asfbr-2647	85	7	𝐺	𝐺	PROPN
asfbr-2647	85	8	−	−	PROPN
asfbr-2647	85	9	𝑆𝑐𝑜𝑟𝑒	𝑆𝑐𝑜𝑟𝑒	PROPN
asfbr-2647	85	10	=	=	NOUN
asfbr-2647	85	11	1.650𝑋1	1.650𝑋1	NUM
asfbr-2647	85	12	+	+	SYM
asfbr-2647	85	13	3.404𝑋2	3.404𝑋2	NUM
asfbr-2647	85	14	+	+	NOUN
asfbr-2647	85	15	0.016𝑅𝑂𝐴	0.016𝑅𝑂𝐴	NUM
asfbr-2647	85	16	+	+	NOUN
asfbr-2647	85	17	0.057	0.057	NUM
asfbr-2647	85	18	...	...	PUNCT
asfbr-2647	86	1	(	(	PUNCT
asfbr-2647	86	2	3	3	X
asfbr-2647	86	3	)	)	PUNCT
asfbr-2647	86	4	explanation	explanation	NOUN
asfbr-2647	86	5	:	:	PUNCT
asfbr-2647	86	6	𝑋3	𝑋3	NOUN
asfbr-2647	86	7	=	=	SYM
asfbr-2647	86	8	return	return	VERB
asfbr-2647	86	9	on	on	ADP
asfbr-2647	86	10	assets	asset	NOUN
asfbr-2647	86	11	(	(	PUNCT
asfbr-2647	86	12	roa	roa	NOUN
asfbr-2647	86	13	)	)	PUNCT
asfbr-2647	86	14	the	the	DET
asfbr-2647	86	15	assumptions	assumption	NOUN
asfbr-2647	86	16	:	:	PUNCT
asfbr-2647	86	17	(	(	PUNCT
asfbr-2647	86	18	i	i	NOUN
asfbr-2647	86	19	)	)	PUNCT
asfbr-2647	86	20	if	if	SCONJ
asfbr-2647	86	21	a	a	DET
asfbr-2647	86	22	firm	firm	NOUN
asfbr-2647	86	23	gets	get	VERB
asfbr-2647	86	24	a	a	DET
asfbr-2647	86	25	g	g	NOUN
asfbr-2647	86	26	-	-	PUNCT
asfbr-2647	86	27	score	score	NOUN
asfbr-2647	86	28	<	<	NOUN
asfbr-2647	86	29	-0.02	-0.02	NUM
asfbr-2647	86	30	,	,	PUNCT
asfbr-2647	86	31	it	it	PRON
asfbr-2647	86	32	is	be	AUX
asfbr-2647	86	33	an	an	DET
asfbr-2647	86	34	enterprise	enterprise	NOUN
asfbr-2647	86	35	that	that	PRON
asfbr-2647	86	36	will	will	AUX
asfbr-2647	86	37	or	or	CCONJ
asfbr-2647	86	38	has	have	AUX
asfbr-2647	86	39	experienced	experience	VERB
asfbr-2647	86	40	financial	financial	ADJ
asfbr-2647	86	41	distress	distress	NOUN
asfbr-2647	86	42	;	;	PUNCT
asfbr-2647	86	43	and	and	CCONJ
asfbr-2647	86	44	(	(	PUNCT
asfbr-2647	86	45	ii	ii	NOUN
asfbr-2647	86	46	)	)	PUNCT
asfbr-2647	86	47	if	if	SCONJ
asfbr-2647	86	48	a	a	DET
asfbr-2647	86	49	firm	firm	NOUN
asfbr-2647	86	50	gets	get	VERB
asfbr-2647	86	51	a	a	DET
asfbr-2647	86	52	g	g	NOUN
asfbr-2647	86	53	-	-	PUNCT
asfbr-2647	86	54	score	score	NOUN
asfbr-2647	86	55	≥	≥	NOUN
asfbr-2647	86	56	0.01	0.01	NUM
asfbr-2647	86	57	,	,	PUNCT
asfbr-2647	86	58	it	it	PRON
asfbr-2647	86	59	is	be	AUX
asfbr-2647	86	60	categorized	categorize	VERB
asfbr-2647	86	61	as	as	ADP
asfbr-2647	86	62	a	a	DET
asfbr-2647	86	63	firm	firm	NOUN
asfbr-2647	86	64	that	that	PRON
asfbr-2647	86	65	is	be	AUX
asfbr-2647	86	66	not	not	PART
asfbr-2647	86	67	experiencing	experience	VERB
asfbr-2647	86	68	financial	financial	ADJ
asfbr-2647	86	69	distress	distress	NOUN
asfbr-2647	86	70	.	.	PUNCT
asfbr-2647	87	1			PROPN
asfbr-2647	87	2	gordon	gordon	PROPN
asfbr-2647	87	3	l.v	l.v	PROPN
asfbr-2647	87	4	.	.	PROPN
asfbr-2647	87	5	springate	springate	PROPN
asfbr-2647	87	6	(	(	PUNCT
asfbr-2647	87	7	1978	1978	NUM
asfbr-2647	87	8	)	)	PUNCT
asfbr-2647	87	9	is	be	AUX
asfbr-2647	87	10	a	a	DET
asfbr-2647	87	11	model	model	NOUN
asfbr-2647	87	12	that	that	PRON
asfbr-2647	87	13	uses	use	VERB
asfbr-2647	87	14	the	the	DET
asfbr-2647	87	15	same	same	ADJ
asfbr-2647	87	16	method	method	NOUN
asfbr-2647	87	17	as	as	ADP
asfbr-2647	87	18	altman	altman	PROPN
asfbr-2647	87	19	.	.	PUNCT
asfbr-2647	88	1	springate	springate	PROPN
asfbr-2647	88	2	offers	offer	VERB
asfbr-2647	88	3	four	four	NUM
asfbr-2647	88	4	ratios	ratio	NOUN
asfbr-2647	88	5	that	that	PRON
asfbr-2647	88	6	are	be	AUX
asfbr-2647	88	7	guaranteed	guarantee	VERB
asfbr-2647	88	8	to	to	PART
asfbr-2647	88	9	differ	differ	VERB
asfbr-2647	88	10	between	between	ADP
asfbr-2647	88	11	firms	firm	NOUN
asfbr-2647	88	12	in	in	ADP
asfbr-2647	88	13	distress	distress	NOUN
asfbr-2647	88	14	and	and	CCONJ
asfbr-2647	88	15	those	those	PRON
asfbr-2647	88	16	that	that	PRON
asfbr-2647	88	17	are	be	AUX
asfbr-2647	88	18	not	not	PART
asfbr-2647	88	19	.	.	PUNCT
asfbr-2647	89	1	the	the	DET
asfbr-2647	89	2	calculated	calculate	VERB
asfbr-2647	89	3	equation	equation	NOUN
asfbr-2647	89	4	formula	formula	NOUN
asfbr-2647	89	5	is	be	AUX
asfbr-2647	89	6	:	:	PUNCT
asfbr-2647	89	7	𝑆	𝑆	PROPN
asfbr-2647	89	8	=	=	SYM
asfbr-2647	89	9	1.03𝐴	1.03𝐴	NUM
asfbr-2647	89	10	+	+	NOUN
asfbr-2647	89	11	3.07𝐵	3.07𝐵	NUM
asfbr-2647	89	12	+	+	SYM
asfbr-2647	89	13	0.66𝐶	0.66𝐶	SYM
asfbr-2647	89	14	+	+	NUM
asfbr-2647	89	15	0.4𝐷	0.4𝐷	NOUN
asfbr-2647	89	16	...	...	PUNCT
asfbr-2647	89	17	(	(	PUNCT
asfbr-2647	89	18	4	4	X
asfbr-2647	89	19	)	)	PUNCT
asfbr-2647	89	20	a	a	PRON
asfbr-2647	89	21	is	be	AUX
asfbr-2647	89	22	working	work	VERB
asfbr-2647	89	23	capital	capital	NOUN
asfbr-2647	89	24	divided	divide	VERB
asfbr-2647	89	25	by	by	ADP
asfbr-2647	89	26	ta	ta	PROPN
asfbr-2647	89	27	b	b	PROPN
asfbr-2647	89	28	is	be	AUX
asfbr-2647	89	29	ebit	ebit	NOUN
asfbr-2647	89	30	divided	divide	VERB
asfbr-2647	89	31	by	by	ADP
asfbr-2647	89	32	ta	ta	PROPN
asfbr-2647	89	33	c	c	PROPN
asfbr-2647	89	34	is	be	AUX
asfbr-2647	89	35	earnings	earning	NOUN
asfbr-2647	89	36	before	before	ADP
asfbr-2647	89	37	taxes	taxis	NOUN
asfbr-2647	89	38	(	(	PUNCT
asfbr-2647	89	39	ebt	ebt	PROPN
asfbr-2647	89	40	)	)	PUNCT
asfbr-2647	89	41	to	to	ADP
asfbr-2647	89	42	current	current	ADJ
asfbr-2647	89	43	liabilities	liability	NOUN
asfbr-2647	89	44	(	(	PUNCT
asfbr-2647	89	45	cl	cl	NOUN
asfbr-2647	89	46	)	)	PUNCT
asfbr-2647	89	47	d	d	NOUN
asfbr-2647	89	48	is	be	AUX
asfbr-2647	89	49	sales	sale	NOUN
asfbr-2647	89	50	to	to	ADP
asfbr-2647	89	51	ta	ta	ADP
asfbr-2647	89	52	the	the	DET
asfbr-2647	89	53	assumptions	assumption	NOUN
asfbr-2647	89	54	:	:	PUNCT
asfbr-2647	89	55	(	(	PUNCT
asfbr-2647	89	56	i	i	NOUN
asfbr-2647	89	57	)	)	PUNCT
asfbr-2647	89	58	the	the	DET
asfbr-2647	89	59	cut	cut	VERB
asfbr-2647	89	60	-	-	PUNCT
asfbr-2647	89	61	off	off	ADP
asfbr-2647	89	62	value	value	NOUN
asfbr-2647	89	63	criteria	criterion	NOUN
asfbr-2647	89	64	for	for	ADP
asfbr-2647	89	65	the	the	DET
asfbr-2647	89	66	springate	springate	ADJ
asfbr-2647	89	67	model	model	NOUN
asfbr-2647	89	68	is	be	AUX
asfbr-2647	89	69	0.861	0.861	NUM
asfbr-2647	89	70	;	;	PUNCT
asfbr-2647	89	71	if	if	SCONJ
asfbr-2647	89	72	the	the	DET
asfbr-2647	89	73	score	score	NOUN
asfbr-2647	89	74	is	be	AUX
asfbr-2647	89	75	<	<	X
asfbr-2647	89	76	0.861	0.861	NUM
asfbr-2647	89	77	,	,	PUNCT
asfbr-2647	89	78	it	it	PRON
asfbr-2647	89	79	indicates	indicate	VERB
asfbr-2647	89	80	that	that	SCONJ
asfbr-2647	89	81	the	the	DET
asfbr-2647	89	82	corporation	corporation	NOUN
asfbr-2647	89	83	will	will	AUX
asfbr-2647	89	84	experience	experience	VERB
asfbr-2647	89	85	financial	financial	ADJ
asfbr-2647	89	86	distress	distress	NOUN
asfbr-2647	89	87	;	;	PUNCT
asfbr-2647	89	88	and	and	CCONJ
asfbr-2647	89	89	(	(	PUNCT
asfbr-2647	89	90	ii	ii	NOUN
asfbr-2647	89	91	)	)	PUNCT
asfbr-2647	89	92	if	if	SCONJ
asfbr-2647	89	93	the	the	DET
asfbr-2647	89	94	score	score	NOUN
asfbr-2647	89	95	is	be	AUX
asfbr-2647	89	96	>	>	X
asfbr-2647	89	97	0.861	0.861	NUM
asfbr-2647	89	98	,	,	PUNCT
asfbr-2647	89	99	it	it	PRON
asfbr-2647	89	100	indicates	indicate	VERB
asfbr-2647	89	101	that	that	SCONJ
asfbr-2647	89	102	the	the	DET
asfbr-2647	89	103	corporation	corporation	NOUN
asfbr-2647	89	104	will	will	AUX
asfbr-2647	89	105	not	not	PART
asfbr-2647	89	106	impress	impress	VERB
asfbr-2647	89	107	financial	financial	ADJ
asfbr-2647	89	108	distress	distress	NOUN
asfbr-2647	89	109			PROPN
asfbr-2647	89	110	mark	mark	PROPN
asfbr-2647	89	111	e.	e.	PROPN
asfbr-2647	89	112	zmijewski	zmijewski	PROPN
asfbr-2647	89	113	(	(	PUNCT
asfbr-2647	89	114	1984	1984	NUM
asfbr-2647	89	115	)	)	PUNCT
asfbr-2647	89	116	is	be	AUX
asfbr-2647	89	117	a	a	DET
asfbr-2647	89	118	model	model	NOUN
asfbr-2647	89	119	that	that	PRON
asfbr-2647	89	120	utilizes	utilize	VERB
asfbr-2647	89	121	the	the	DET
asfbr-2647	89	122	liquidity	liquidity	NOUN
asfbr-2647	89	123	ratio	ratio	NOUN
asfbr-2647	89	124	analysis	analysis	NOUN
asfbr-2647	89	125	,	,	PUNCT
asfbr-2647	89	126	leverage	leverage	NOUN
asfbr-2647	89	127	,	,	PUNCT
asfbr-2647	89	128	and	and	CCONJ
asfbr-2647	89	129	measures	measure	VERB
asfbr-2647	89	130	a	a	DET
asfbr-2647	89	131	firm	firm	NOUN
asfbr-2647	89	132	's	's	PART
asfbr-2647	89	133	performance	performance	NOUN
asfbr-2647	89	134	.	.	PUNCT
asfbr-2647	90	1	f	f	X
asfbr-2647	90	2	-	-	PUNCT
asfbr-2647	90	3	test	test	NOUN
asfbr-2647	90	4	indicators	indicator	NOUN
asfbr-2647	90	5	against	against	ADP
asfbr-2647	90	6	the	the	DET
asfbr-2647	90	7	ratio	ratio	NOUN
asfbr-2647	90	8	of	of	ADP
asfbr-2647	90	9	group	group	NOUN
asfbr-2647	90	10	39	39	NUM
asfbr-2647	90	11	rate	rate	NOUN
asfbr-2647	90	12	of	of	ADP
asfbr-2647	90	13	return	return	NOUN
asfbr-2647	90	14	,	,	PUNCT
asfbr-2647	90	15	liquidity	liquidity	NOUN
asfbr-2647	90	16	,	,	PUNCT
asfbr-2647	90	17	turnover	turnover	NOUN
asfbr-2647	90	18	,	,	PUNCT
asfbr-2647	90	19	fixed	fix	VERB
asfbr-2647	90	20	payment	payment	NOUN
asfbr-2647	90	21	coverage	coverage	NOUN
asfbr-2647	90	22	,	,	PUNCT
asfbr-2647	90	23	leverage	leverage	NOUN
asfbr-2647	90	24	,	,	PUNCT
asfbr-2647	90	25	firm	firm	ADJ
asfbr-2647	90	26	size	size	NOUN
asfbr-2647	90	27	,	,	PUNCT
asfbr-2647	90	28	trends	trend	NOUN
asfbr-2647	90	29	,	,	PUNCT
asfbr-2647	90	30	and	and	CCONJ
asfbr-2647	90	31	stock	stock	NOUN
asfbr-2647	90	32	return	return	NOUN
asfbr-2647	90	33	volatility	volatility	NOUN
asfbr-2647	90	34	indicate	indicate	VERB
asfbr-2647	90	35	significant	significant	ADJ
asfbr-2647	90	36	differences	difference	NOUN
asfbr-2647	90	37	among	among	ADP
asfbr-2647	90	38	healthy	healthy	ADJ
asfbr-2647	90	39	and	and	CCONJ
asfbr-2647	90	40	unhealthy	unhealthy	ADJ
asfbr-2647	90	41	firms	firm	NOUN
asfbr-2647	90	42	.	.	PUNCT
asfbr-2647	91	1	the	the	DET
asfbr-2647	91	2	calculated	calculate	VERB
asfbr-2647	91	3	equation	equation	NOUN
asfbr-2647	91	4	formula	formula	NOUN
asfbr-2647	91	5	is	be	AUX
asfbr-2647	91	6	:	:	PUNCT
asfbr-2647	91	7	𝑍	𝑍	PROPN
asfbr-2647	91	8	=	=	SYM
asfbr-2647	91	9	−4.3	−4.3	PROPN
asfbr-2647	91	10	–	–	PUNCT
asfbr-2647	91	11	4.5𝑋1	4.5𝑋1	NUM
asfbr-2647	91	12	+	+	CCONJ
asfbr-2647	91	13	5.7𝑋2	5.7𝑋2	NUM
asfbr-2647	91	14	–	–	PUNCT
asfbr-2647	91	15	0.004𝑋3	0.004𝑋3	NUM
asfbr-2647	91	16	...	...	PUNCT
asfbr-2647	92	1	(	(	PUNCT
asfbr-2647	92	2	5	5	X
asfbr-2647	92	3	)	)	PUNCT
asfbr-2647	92	4	explanation	explanation	NOUN
asfbr-2647	92	5	:	:	PUNCT
asfbr-2647	92	6	𝑋1	𝑋1	PROPN
asfbr-2647	92	7	is	be	AUX
asfbr-2647	92	8	earnings	earning	NOUN
asfbr-2647	92	9	after	after	ADP
asfbr-2647	92	10	tax	tax	NOUN
asfbr-2647	92	11	(	(	PUNCT
asfbr-2647	92	12	eat	eat	NOUN
asfbr-2647	92	13	)	)	PUNCT
asfbr-2647	92	14	to	to	ADP
asfbr-2647	92	15	ta	ta	PROPN
asfbr-2647	92	16	𝑋2	𝑋2	VERB
asfbr-2647	92	17	is	be	AUX
asfbr-2647	92	18	total	total	ADJ
asfbr-2647	92	19	debt	debt	NOUN
asfbr-2647	92	20	to	to	ADP
asfbr-2647	92	21	ta	ta	PROPN
asfbr-2647	92	22	𝑋3	𝑋3	NOUN
asfbr-2647	92	23	is	be	AUX
asfbr-2647	92	24	current	current	ADJ
asfbr-2647	92	25	assets	asset	NOUN
asfbr-2647	92	26	to	to	PART
asfbr-2647	92	27	cl	cl	VERB
asfbr-2647	92	28	the	the	DET
asfbr-2647	92	29	assumptions	assumption	NOUN
asfbr-2647	92	30	:	:	PUNCT
asfbr-2647	92	31	(	(	PUNCT
asfbr-2647	92	32	i	i	NOUN
asfbr-2647	92	33	)	)	PUNCT
asfbr-2647	92	34	the	the	DET
asfbr-2647	92	35	criteria	criterion	NOUN
asfbr-2647	92	36	in	in	ADP
asfbr-2647	92	37	this	this	DET
asfbr-2647	92	38	model	model	NOUN
asfbr-2647	92	39	are	be	AUX
asfbr-2647	92	40	that	that	SCONJ
asfbr-2647	92	41	if	if	SCONJ
asfbr-2647	92	42	the	the	DET
asfbr-2647	92	43	score	score	NOUN
asfbr-2647	92	44	obtained	obtain	VERB
asfbr-2647	92	45	is	be	AUX
asfbr-2647	92	46	≥	≥	NOUN
asfbr-2647	92	47	0	0	NUM
asfbr-2647	92	48	(	(	PUNCT
asfbr-2647	92	49	zero	zero	NUM
asfbr-2647	92	50	)	)	PUNCT
asfbr-2647	92	51	,	,	PUNCT
asfbr-2647	92	52	then	then	ADV
asfbr-2647	92	53	the	the	DET
asfbr-2647	92	54	firm	firm	NOUN
asfbr-2647	92	55	will	will	AUX
asfbr-2647	92	56	indicate	indicate	VERB
asfbr-2647	92	57	financial	financial	ADJ
asfbr-2647	92	58	distress	distress	NOUN
asfbr-2647	92	59	;	;	PUNCT
asfbr-2647	92	60	and	and	CCONJ
asfbr-2647	92	61	(	(	PUNCT
asfbr-2647	92	62	ii	ii	NOUN
asfbr-2647	92	63	)	)	PUNCT
asfbr-2647	92	64	if	if	SCONJ
asfbr-2647	92	65	the	the	DET
asfbr-2647	92	66	score	score	NOUN
asfbr-2647	92	67	obtained	obtain	VERB
asfbr-2647	92	68	is	be	AUX
asfbr-2647	92	69	≤	≤	NUM
asfbr-2647	92	70	0	0	NUM
asfbr-2647	92	71	(	(	PUNCT
asfbr-2647	92	72	zero	zero	NUM
asfbr-2647	92	73	)	)	PUNCT
asfbr-2647	92	74	,	,	PUNCT
asfbr-2647	92	75	then	then	ADV
asfbr-2647	92	76	the	the	DET
asfbr-2647	92	77	firm	firm	NOUN
asfbr-2647	92	78	has	have	VERB
asfbr-2647	92	79	no	no	DET
asfbr-2647	92	80	potential	potential	NOUN
asfbr-2647	92	81	to	to	PART
asfbr-2647	92	82	indicate	indicate	VERB
asfbr-2647	92	83	financial	financial	ADJ
asfbr-2647	92	84	distress	distress	NOUN
asfbr-2647	92	85	.	.	PUNCT
asfbr-2647	93	1	calculating	calculate	VERB
asfbr-2647	93	2	accuracy	accuracy	NOUN
asfbr-2647	93	3	level	level	NOUN
asfbr-2647	93	4	to	to	PART
asfbr-2647	93	5	evaluate	evaluate	VERB
asfbr-2647	94	1	which	which	DET
asfbr-2647	94	2	financial	financial	ADJ
asfbr-2647	94	3	distress	distress	NOUN
asfbr-2647	94	4	model	model	NOUN
asfbr-2647	94	5	is	be	AUX
asfbr-2647	94	6	the	the	DET
asfbr-2647	94	7	best	good	ADJ
asfbr-2647	94	8	predictor	predictor	NOUN
asfbr-2647	94	9	among	among	ADP
asfbr-2647	94	10	the	the	DET
asfbr-2647	94	11	models	model	NOUN
asfbr-2647	94	12	to	to	PART
asfbr-2647	94	13	be	be	AUX
asfbr-2647	94	14	used	use	VERB
asfbr-2647	94	15	,	,	PUNCT
asfbr-2647	94	16	a	a	DET
asfbr-2647	94	17	comparison	comparison	NOUN
asfbr-2647	94	18	between	between	ADP
asfbr-2647	94	19	predictions	prediction	NOUN
asfbr-2647	94	20	and	and	CCONJ
asfbr-2647	94	21	sample	sample	NOUN
asfbr-2647	94	22	categories	category	NOUN
asfbr-2647	94	23	is	be	AUX
asfbr-2647	94	24	carried	carry	VERB
asfbr-2647	94	25	out	out	ADP
asfbr-2647	94	26	on	on	ADP
asfbr-2647	94	27	all	all	DET
asfbr-2647	94	28	existing	exist	VERB
asfbr-2647	94	29	samples	sample	NOUN
asfbr-2647	94	30	after	after	SCONJ
asfbr-2647	94	31	all	all	DET
asfbr-2647	94	32	samples	sample	NOUN
asfbr-2647	94	33	have	have	AUX
asfbr-2647	94	34	been	be	AUX
asfbr-2647	94	35	calculated	calculate	VERB
asfbr-2647	94	36	,	,	PUNCT
asfbr-2647	94	37	the	the	DET
asfbr-2647	94	38	results	result	NOUN
asfbr-2647	94	39	of	of	ADP
asfbr-2647	94	40	a	a	DET
asfbr-2647	94	41	summary	summary	NOUN
asfbr-2647	94	42	of	of	ADP
asfbr-2647	94	43	correct	correct	ADJ
asfbr-2647	94	44	and	and	CCONJ
asfbr-2647	94	45	incorrect	incorrect	ADJ
asfbr-2647	94	46	predictions	prediction	NOUN
asfbr-2647	94	47	are	be	AUX
asfbr-2647	94	48	obtained	obtain	VERB
asfbr-2647	94	49	,	,	PUNCT
asfbr-2647	94	50	and	and	CCONJ
asfbr-2647	94	51	through	through	ADP
asfbr-2647	94	52	the	the	DET
asfbr-2647	94	53	summary	summary	NOUN
asfbr-2647	94	54	of	of	ADP
asfbr-2647	94	55	forecasts	forecast	NOUN
asfbr-2647	94	56	,	,	PUNCT
asfbr-2647	94	57	the	the	DET
asfbr-2647	94	58	accuracy	accuracy	NOUN
asfbr-2647	94	59	level	level	NOUN
asfbr-2647	94	60	of	of	ADP
asfbr-2647	94	61	each	each	DET
asfbr-2647	94	62	model	model	NOUN
asfbr-2647	94	63	can	can	AUX
asfbr-2647	94	64	be	be	AUX
asfbr-2647	94	65	determined	determine	VERB
asfbr-2647	94	66	.	.	PUNCT
asfbr-2647	95	1	the	the	DET
asfbr-2647	95	2	accuracy	accuracy	NOUN
asfbr-2647	95	3	rate	rate	NOUN
asfbr-2647	95	4	indicates	indicate	VERB
asfbr-2647	95	5	a	a	DET
asfbr-2647	95	6	high	high	ADJ
asfbr-2647	95	7	percentage	percentage	NOUN
asfbr-2647	95	8	of	of	ADP
asfbr-2647	95	9	the	the	DET
asfbr-2647	95	10	model	model	NOUN
asfbr-2647	95	11	's	's	PART
asfbr-2647	95	12	predictions	prediction	NOUN
asfbr-2647	95	13	that	that	PRON
asfbr-2647	95	14	are	be	AUX
asfbr-2647	95	15	correct	correct	ADJ
asfbr-2647	95	16	for	for	ADP
asfbr-2647	95	17	all	all	DET
asfbr-2647	95	18	existing	exist	VERB
asfbr-2647	95	19	firms	firm	NOUN
asfbr-2647	95	20	.	.	PUNCT
asfbr-2647	96	1	the	the	DET
asfbr-2647	96	2	calculated	calculated	ADJ
asfbr-2647	96	3	equation	equation	NOUN
asfbr-2647	96	4	,	,	PUNCT
asfbr-2647	96	5	as	as	ADP
asfbr-2647	96	6	an	an	DET
asfbr-2647	96	7	accuracy	accuracy	NOUN
asfbr-2647	96	8	level	level	NOUN
asfbr-2647	96	9	formula	formula	NOUN
asfbr-2647	96	10	,	,	PUNCT
asfbr-2647	96	11	adheres	adhere	VERB
asfbr-2647	96	12	:	:	PUNCT
asfbr-2647	96	13	=	=	SYM
asfbr-2647	96	14	100	100	NUM
asfbr-2647	96	15	∑	∑	PUNCT
asfbr-2647	96	16	𝑥𝑖𝑖𝑖	𝑥𝑖𝑖𝑖	NOUN
asfbr-2647	96	17	𝑛	𝑛	PRON
asfbr-2647	96	18	...	...	PUNCT
asfbr-2647	96	19	(	(	PUNCT
asfbr-2647	96	20	6	6	NUM
asfbr-2647	96	21	)	)	PUNCT
asfbr-2647	96	22	(	(	PUNCT
asfbr-2647	96	23	galdi	galdi	PROPN
asfbr-2647	96	24	&	&	CCONJ
asfbr-2647	96	25	tagliaferri	tagliaferri	PROPN
asfbr-2647	96	26	,	,	PUNCT
asfbr-2647	96	27	2019	2019	NUM
asfbr-2647	96	28	)	)	PUNCT
asfbr-2647	96	29	in	in	ADP
asfbr-2647	96	30	the	the	DET
asfbr-2647	96	31	calculation	calculation	NOUN
asfbr-2647	96	32	of	of	ADP
asfbr-2647	96	33	each	each	DET
asfbr-2647	96	34	model	model	NOUN
asfbr-2647	96	35	,	,	PUNCT
asfbr-2647	96	36	there	there	PRON
asfbr-2647	96	37	is	be	VERB
asfbr-2647	96	38	always	always	ADV
asfbr-2647	96	39	a	a	DET
asfbr-2647	96	40	possibility	possibility	NOUN
asfbr-2647	96	41	of	of	ADP
asfbr-2647	96	42	prediction	prediction	NOUN
asfbr-2647	96	43	error	error	NOUN
asfbr-2647	96	44	.	.	PUNCT
asfbr-2647	97	1	therefore	therefore	ADV
asfbr-2647	97	2	,	,	PUNCT
asfbr-2647	97	3	in	in	ADP
asfbr-2647	97	4	calculating	calculate	VERB
asfbr-2647	97	5	the	the	DET
asfbr-2647	97	6	accuracy	accuracy	NOUN
asfbr-2647	97	7	level	level	NOUN
asfbr-2647	97	8	of	of	ADP
asfbr-2647	97	9	each	each	DET
asfbr-2647	97	10	model	model	NOUN
asfbr-2647	97	11	,	,	PUNCT
asfbr-2647	97	12	the	the	DET
asfbr-2647	97	13	error	error	NOUN
asfbr-2647	97	14	level	level	NOUN
asfbr-2647	97	15	or	or	CCONJ
asfbr-2647	97	16	error	error	NOUN
asfbr-2647	97	17	rate	rate	NOUN
asfbr-2647	97	18	of	of	ADP
asfbr-2647	97	19	each	each	DET
asfbr-2647	97	20	model	model	NOUN
asfbr-2647	97	21	is	be	AUX
asfbr-2647	97	22	also	also	ADV
asfbr-2647	97	23	considered	consider	VERB
asfbr-2647	97	24	,	,	PUNCT
asfbr-2647	97	25	with	with	ADP
asfbr-2647	97	26	the	the	DET
asfbr-2647	97	27	equation	equation	NOUN
asfbr-2647	97	28	:	:	PUNCT
asfbr-2647	97	29			NOUN
asfbr-2647	97	30	error	error	NOUN
asfbr-2647	97	31	type	type	NOUN
asfbr-2647	97	32	i	i	PRON
asfbr-2647	97	33	is	be	AUX
asfbr-2647	97	34	an	an	DET
asfbr-2647	97	35	error	error	NOUN
asfbr-2647	97	36	that	that	PRON
asfbr-2647	97	37	prevails	prevail	VERB
asfbr-2647	97	38	if	if	SCONJ
asfbr-2647	97	39	the	the	DET
asfbr-2647	97	40	model	model	NOUN
asfbr-2647	97	41	predicts	predict	VERB
asfbr-2647	97	42	that	that	SCONJ
asfbr-2647	97	43	the	the	DET
asfbr-2647	97	44	company	company	NOUN
asfbr-2647	97	45	is	be	AUX
asfbr-2647	97	46	experiencing	experience	VERB
asfbr-2647	97	47	distress	distress	NOUN
asfbr-2647	97	48	when	when	SCONJ
asfbr-2647	97	49	,	,	PUNCT
asfbr-2647	97	50	in	in	ADP
asfbr-2647	97	51	fact	fact	NOUN
asfbr-2647	97	52	,	,	PUNCT
asfbr-2647	97	53	the	the	DET
asfbr-2647	97	54	corporation	corporation	NOUN
asfbr-2647	97	55	is	be	AUX
asfbr-2647	97	56	not	not	PART
asfbr-2647	97	57	experiencing	experience	VERB
asfbr-2647	97	58	distress	distress	NOUN
asfbr-2647	97	59	.	.	PUNCT
asfbr-2647	98	1	𝐸𝑟𝑟𝑜𝑟	𝐸𝑟𝑟𝑜𝑟	PROPN
asfbr-2647	98	2	𝑇𝑦𝑝𝑒	𝑇𝑦𝑝𝑒	PROPN
asfbr-2647	98	3	−	−	PROPN
asfbr-2647	99	1	i	i	PRON
asfbr-2647	99	2	=	=	NOUN
asfbr-2647	99	3	number	number	NOUN
asfbr-2647	99	4	of	of	ADP
asfbr-2647	99	5	𝑒𝑟𝑟𝑜𝑟	𝑒𝑟𝑟𝑜𝑟	NOUN
asfbr-2647	99	6	𝑡𝑦𝑝𝑒−i	𝑡𝑦𝑝𝑒−i	PUNCT
asfbr-2647	99	7	number	number	NOUN
asfbr-2647	99	8	of	of	ADP
asfbr-2647	99	9	samples	sample	NOUN
asfbr-2647	99	10	𝑥100	𝑥100	PROPN
asfbr-2647	99	11	%	%	NOUN
asfbr-2647	99	12	...	...	PUNCT
asfbr-2647	99	13	(	(	PUNCT
asfbr-2647	99	14	7	7	X
asfbr-2647	99	15	)	)	PUNCT
asfbr-2647	99	16			NOUN
asfbr-2647	99	17	error	error	NOUN
asfbr-2647	99	18	type	type	NOUN
asfbr-2647	99	19	-	-	PUNCT
asfbr-2647	99	20	ii	ii	NOUN
asfbr-2647	99	21	is	be	AUX
asfbr-2647	99	22	an	an	DET
asfbr-2647	99	23	error	error	NOUN
asfbr-2647	99	24	that	that	PRON
asfbr-2647	99	25	prevails	prevail	VERB
asfbr-2647	99	26	if	if	SCONJ
asfbr-2647	99	27	the	the	DET
asfbr-2647	99	28	model	model	NOUN
asfbr-2647	99	29	predicts	predict	VERB
asfbr-2647	99	30	that	that	SCONJ
asfbr-2647	99	31	the	the	DET
asfbr-2647	99	32	company	company	NOUN
asfbr-2647	99	33	is	be	AUX
asfbr-2647	99	34	not	not	PART
asfbr-2647	99	35	experiencing	experience	VERB
asfbr-2647	99	36	distress	distress	NOUN
asfbr-2647	99	37	when	when	SCONJ
asfbr-2647	99	38	,	,	PUNCT
asfbr-2647	99	39	in	in	ADP
asfbr-2647	99	40	fact	fact	NOUN
asfbr-2647	99	41	,	,	PUNCT
asfbr-2647	99	42	the	the	DET
asfbr-2647	99	43	corporation	corporation	NOUN
asfbr-2647	99	44	is	be	AUX
asfbr-2647	99	45	experiencing	experience	VERB
asfbr-2647	99	46	distress	distress	NOUN
asfbr-2647	99	47	.	.	PUNCT
asfbr-2647	100	1	alang	alang	PROPN
asfbr-2647	100	2	,	,	PUNCT
asfbr-2647	100	3	asian	asian	ADJ
asfbr-2647	100	4	finance	finance	PROPN
asfbr-2647	100	5	&	&	CCONJ
asfbr-2647	100	6	banking	banking	NOUN
asfbr-2647	100	7	review	review	NOUN
asfbr-2647	100	8	9(1	9(1	NUM
asfbr-2647	100	9	)	)	PUNCT
asfbr-2647	100	10	(	(	PUNCT
asfbr-2647	100	11	2025	2025	NUM
asfbr-2647	100	12	)	)	PUNCT
asfbr-2647	100	13	,	,	PUNCT
asfbr-2647	100	14	1	1	NUM
asfbr-2647	100	15	-	-	SYM
asfbr-2647	100	16	8	8	NUM
asfbr-2647	100	17	4	4	NUM
asfbr-2647	100	18	𝐸𝑟𝑟𝑜𝑟	𝐸𝑟𝑟𝑜𝑟	PROPN
asfbr-2647	100	19	𝑇𝑦𝑝𝑒	𝑇𝑦𝑝𝑒	PROPN
asfbr-2647	100	20	−	−	PROPN
asfbr-2647	100	21	ii	ii	NOUN
asfbr-2647	100	22	=	=	NOUN
asfbr-2647	100	23	number	number	NOUN
asfbr-2647	100	24	of	of	ADP
asfbr-2647	100	25	𝑒𝑟𝑟𝑜𝑟	𝑒𝑟𝑟𝑜𝑟	NOUN
asfbr-2647	100	26	𝑡𝑦𝑝𝑒−ii	𝑡𝑦𝑝𝑒−ii	NUM
asfbr-2647	100	27	number	number	NOUN
asfbr-2647	100	28	of	of	ADP
asfbr-2647	100	29	samples	sample	NOUN
asfbr-2647	100	30	𝑥100	𝑥100	PROPN
asfbr-2647	100	31	%	%	NOUN
asfbr-2647	100	32	...	...	PUNCT
asfbr-2647	100	33	(	(	PUNCT
asfbr-2647	100	34	8)	8)	NUM
asfbr-2647	100	35	(	(	PUNCT
asfbr-2647	100	36	sun	sun	NOUN
asfbr-2647	100	37	,	,	PUNCT
asfbr-2647	100	38	li	li	PROPN
asfbr-2647	100	39	,	,	PUNCT
asfbr-2647	100	40	huang	huang	PROPN
asfbr-2647	100	41	,	,	PUNCT
asfbr-2647	100	42	&	&	CCONJ
asfbr-2647	100	43	he	he	PRON
asfbr-2647	100	44	,	,	PUNCT
asfbr-2647	100	45	2014	2014	NUM
asfbr-2647	100	46	)	)	PUNCT
asfbr-2647	100	47	relevant	relevant	ADJ
asfbr-2647	100	48	research	research	NOUN
asfbr-2647	100	49	research	research	NOUN
asfbr-2647	100	50	conducted	conduct	VERB
asfbr-2647	100	51	by	by	ADP
asfbr-2647	100	52	robiansyah	robiansyah	NOUN
asfbr-2647	100	53	et	et	PROPN
asfbr-2647	100	54	al	al	PROPN
asfbr-2647	100	55	.	.	PROPN
asfbr-2647	100	56	(	(	PUNCT
asfbr-2647	100	57	2022	2022	NUM
asfbr-2647	100	58	)	)	PUNCT
asfbr-2647	100	59	analyzed	analyze	VERB
asfbr-2647	100	60	the	the	DET
asfbr-2647	100	61	comparison	comparison	NOUN
asfbr-2647	100	62	of	of	ADP
asfbr-2647	100	63	the	the	DET
asfbr-2647	100	64	feasibility	feasibility	NOUN
asfbr-2647	100	65	level	level	NOUN
asfbr-2647	100	66	of	of	ADP
asfbr-2647	100	67	the	the	DET
asfbr-2647	100	68	bankruptcy	bankruptcy	NOUN
asfbr-2647	100	69	prediction	prediction	NOUN
asfbr-2647	100	70	model	model	NOUN
asfbr-2647	100	71	when	when	SCONJ
asfbr-2647	100	72	it	it	PRON
asfbr-2647	100	73	is	be	AUX
asfbr-2647	100	74	taken	take	VERB
asfbr-2647	100	75	to	to	PART
asfbr-2647	100	76	foresee	foresee	VERB
asfbr-2647	100	77	the	the	DET
asfbr-2647	100	78	company	company	NOUN
asfbr-2647	100	79	,	,	PUNCT
asfbr-2647	100	80	with	with	ADP
asfbr-2647	100	81	the	the	DET
asfbr-2647	100	82	represent	represent	ADJ
asfbr-2647	100	83	yields	yield	NOUN
asfbr-2647	100	84	that	that	PRON
asfbr-2647	100	85	of	of	ADP
asfbr-2647	100	86	the	the	DET
asfbr-2647	100	87	four	four	NUM
asfbr-2647	100	88	models	model	NOUN
asfbr-2647	100	89	studied	study	VERB
asfbr-2647	100	90	,	,	PUNCT
asfbr-2647	100	91	to	to	PART
asfbr-2647	100	92	predict	predict	VERB
asfbr-2647	100	93	the	the	DET
asfbr-2647	100	94	bankruptcy	bankruptcy	NOUN
asfbr-2647	100	95	of	of	ADP
asfbr-2647	100	96	manufacturing	manufacturing	NOUN
asfbr-2647	100	97	firmscompanies	firmscompanie	NOUN
asfbr-2647	100	98	registered	register	VERB
asfbr-2647	100	99	on	on	ADP
asfbr-2647	100	100	the	the	DET
asfbr-2647	100	101	indonesia	indonesia	PROPN
asfbr-2647	100	102	stock	stock	PROPN
asfbr-2647	100	103	exchange	exchange	PROPN
asfbr-2647	100	104	the	the	DET
asfbr-2647	100	105	springate	springate	ADJ
asfbr-2647	100	106	model	model	NOUN
asfbr-2647	100	107	can	can	AUX
asfbr-2647	100	108	not	not	PART
asfbr-2647	100	109	be	be	AUX
asfbr-2647	100	110	used	use	VERB
asfbr-2647	100	111	,	,	PUNCT
asfbr-2647	100	112	because	because	SCONJ
asfbr-2647	100	113	it	it	PRON
asfbr-2647	100	114	has	have	VERB
asfbr-2647	100	115	a	a	DET
asfbr-2647	100	116	significance	significance	NOUN
asfbr-2647	100	117	probability	probability	NOUN
asfbr-2647	100	118	is	be	AUX
asfbr-2647	100	119	0.175	0.175	NUM
asfbr-2647	100	120	(	(	PUNCT
asfbr-2647	100	121	greater	great	ADJ
asfbr-2647	100	122	than	than	ADP
asfbr-2647	100	123	0.05	0.05	NUM
asfbr-2647	100	124	)	)	PUNCT
asfbr-2647	100	125	.	.	PUNCT
asfbr-2647	101	1	research	research	NOUN
asfbr-2647	101	2	conducted	conduct	VERB
asfbr-2647	101	3	by	by	ADP
asfbr-2647	101	4	meilawati	meilawati	PROPN
asfbr-2647	101	5	et	et	PROPN
asfbr-2647	101	6	al	al	PROPN
asfbr-2647	101	7	.	.	PROPN
asfbr-2647	101	8	(	(	PUNCT
asfbr-2647	101	9	2023	2023	NUM
asfbr-2647	101	10	)	)	PUNCT
asfbr-2647	101	11	analyzed	analyze	VERB
asfbr-2647	101	12	the	the	DET
asfbr-2647	101	13	comparison	comparison	NOUN
asfbr-2647	101	14	of	of	ADP
asfbr-2647	101	15	altman	altman	PROPN
asfbr-2647	101	16	,	,	PUNCT
asfbr-2647	101	17	springate	springate	ADJ
asfbr-2647	101	18	,	,	PUNCT
asfbr-2647	101	19	and	and	CCONJ
asfbr-2647	101	20	zmijewski	zmijewski	PROPN
asfbr-2647	101	21	models	model	NOUN
asfbr-2647	101	22	in	in	ADP
asfbr-2647	101	23	predicting	predict	VERB
asfbr-2647	101	24	bankruptcy	bankruptcy	NOUN
asfbr-2647	101	25	in	in	ADP
asfbr-2647	101	26	hotel	hotel	NOUN
asfbr-2647	101	27	,	,	PUNCT
asfbr-2647	101	28	restaurant	restaurant	NOUN
asfbr-2647	101	29	,	,	PUNCT
asfbr-2647	101	30	and	and	CCONJ
asfbr-2647	101	31	tourism	tourism	NOUN
asfbr-2647	101	32	sub	sub	ADJ
asfbr-2647	101	33	-	-	ADJ
asfbr-2647	101	34	sectors	sectors	ADJ
asfbr-2647	101	35	companies	company	NOUN
asfbr-2647	101	36	for	for	ADP
asfbr-2647	101	37	the	the	DET
asfbr-2647	101	38	period	period	NOUN
asfbr-2647	101	39	2017	2017	NUM
asfbr-2647	101	40	-	-	SYM
asfbr-2647	101	41	2021	2021	NUM
asfbr-2647	101	42	,	,	PUNCT
asfbr-2647	101	43	with	with	ADP
asfbr-2647	101	44	the	the	DET
asfbr-2647	101	45	findings	finding	NOUN
asfbr-2647	101	46	arguing	argue	VERB
asfbr-2647	101	47	that	that	SCONJ
asfbr-2647	101	48	the	the	DET
asfbr-2647	101	49	altman	altman	PROPN
asfbr-2647	101	50	,	,	PUNCT
asfbr-2647	101	51	springate	springate	ADJ
asfbr-2647	101	52	,	,	PUNCT
asfbr-2647	101	53	and	and	CCONJ
asfbr-2647	101	54	zmijewski	zmijewski	PROPN
asfbr-2647	101	55	models	model	NOUN
asfbr-2647	101	56	are	be	AUX
asfbr-2647	101	57	very	very	ADV
asfbr-2647	101	58	different	different	ADJ
asfbr-2647	101	59	from	from	ADP
asfbr-2647	101	60	each	each	DET
asfbr-2647	101	61	other	other	ADJ
asfbr-2647	101	62	in	in	ADP
asfbr-2647	101	63	predicting	predict	VERB
asfbr-2647	101	64	bankruptcy	bankruptcy	NOUN
asfbr-2647	101	65	.	.	PUNCT
asfbr-2647	102	1	the	the	DET
asfbr-2647	102	2	zmijewski	zmijewski	PROPN
asfbr-2647	102	3	model	model	NOUN
asfbr-2647	102	4	is	be	AUX
asfbr-2647	102	5	the	the	DET
asfbr-2647	102	6	most	most	ADV
asfbr-2647	102	7	accurate	accurate	ADJ
asfbr-2647	102	8	,	,	PUNCT
asfbr-2647	102	9	with	with	ADP
asfbr-2647	102	10	an	an	DET
asfbr-2647	102	11	accuracy	accuracy	NOUN
asfbr-2647	102	12	rate	rate	NOUN
asfbr-2647	102	13	of	of	ADP
asfbr-2647	102	14	94.5	94.5	NUM
asfbr-2647	102	15	percent	percent	NOUN
asfbr-2647	102	16	.	.	PUNCT
asfbr-2647	103	1	materials	material	NOUN
asfbr-2647	103	2	and	and	CCONJ
asfbr-2647	103	3	methods	method	NOUN
asfbr-2647	103	4	based	base	VERB
asfbr-2647	103	5	on	on	ADP
asfbr-2647	103	6	the	the	DET
asfbr-2647	103	7	research	research	NOUN
asfbr-2647	103	8	purpose	purpose	NOUN
asfbr-2647	103	9	,	,	PUNCT
asfbr-2647	103	10	this	this	DET
asfbr-2647	103	11	study	study	NOUN
asfbr-2647	103	12	is	be	AUX
asfbr-2647	103	13	a	a	DET
asfbr-2647	103	14	quantitative	quantitative	ADJ
asfbr-2647	103	15	descriptive	descriptive	ADJ
asfbr-2647	103	16	approach	approach	NOUN
asfbr-2647	103	17	,	,	PUNCT
asfbr-2647	103	18	i.n	i.n	PROPN
asfbr-2647	103	19	,	,	PUNCT
asfbr-2647	103	20	research	research	NOUN
asfbr-2647	103	21	conducted	conduct	VERB
asfbr-2647	103	22	to	to	PART
asfbr-2647	103	23	determine	determine	VERB
asfbr-2647	103	24	the	the	DET
asfbr-2647	103	25	value	value	NOUN
asfbr-2647	103	26	of	of	ADP
asfbr-2647	103	27	a	a	DET
asfbr-2647	103	28	variable	variable	ADJ
asfbr-2647	103	29	(	(	PUNCT
asfbr-2647	103	30	sugiyono	sugiyono	NOUN
asfbr-2647	103	31	,	,	PUNCT
asfbr-2647	103	32	2023	2023	NUM
asfbr-2647	103	33	,	,	PUNCT
asfbr-2647	103	34	hal	hal	PROPN
asfbr-2647	103	35	.	.	PROPN
asfbr-2647	103	36	11	11	NUM
asfbr-2647	103	37	)	)	PUNCT
asfbr-2647	103	38	.	.	PUNCT
asfbr-2647	104	1	this	this	DET
asfbr-2647	104	2	study	study	NOUN
asfbr-2647	104	3	was	be	AUX
asfbr-2647	104	4	conducted	conduct	VERB
asfbr-2647	104	5	by	by	ADP
asfbr-2647	104	6	accessing	access	VERB
asfbr-2647	104	7	data	datum	NOUN
asfbr-2647	104	8	on	on	ADP
asfbr-2647	104	9	the	the	DET
asfbr-2647	104	10	indonesia	indonesia	PROPN
asfbr-2647	104	11	stock	stock	PROPN
asfbr-2647	104	12	exchange	exchange	PROPN
asfbr-2647	104	13	(	(	PUNCT
asfbr-2647	104	14	idx	idx	PROPN
asfbr-2647	104	15	)	)	PUNCT
asfbr-2647	104	16	,	,	PUNCT
asfbr-2647	104	17	i.e.	i.e.	X
asfbr-2647	104	18	,	,	PUNCT
asfbr-2647	104	19	www.idx.co.id	www.idx.co.id	PROPN
asfbr-2647	104	20	and	and	CCONJ
asfbr-2647	104	21	the	the	DET
asfbr-2647	104	22	official	official	ADJ
asfbr-2647	104	23	website	website	NOUN
asfbr-2647	104	24	of	of	ADP
asfbr-2647	104	25	each	each	DET
asfbr-2647	104	26	corporation	corporation	NOUN
asfbr-2647	104	27	.	.	PUNCT
asfbr-2647	105	1	the	the	DET
asfbr-2647	105	2	subject	subject	ADJ
asfbr-2647	105	3	research	research	NOUN
asfbr-2647	105	4	is	be	AUX
asfbr-2647	105	5	firms	firm	NOUN
asfbr-2647	105	6	in	in	ADP
asfbr-2647	105	7	the	the	DET
asfbr-2647	105	8	transportation	transportation	NOUN
asfbr-2647	105	9	sub	sub	ADJ
asfbr-2647	105	10	-	-	NOUN
asfbr-2647	105	11	sector	sector	NOUN
asfbr-2647	105	12	registered	register	VERB
asfbr-2647	105	13	at	at	ADP
asfbr-2647	105	14	idx	idx	NOUN
asfbr-2647	105	15	for	for	ADP
asfbr-2647	105	16	utilization	utilization	NOUN
asfbr-2647	105	17	(	(	PUNCT
asfbr-2647	105	18	4	4	NUM
asfbr-2647	105	19	a	a	DET
asfbr-2647	105	20	four	four	NUM
asfbr-2647	105	21	-	-	PUNCT
asfbr-2647	105	22	period	period	NOUN
asfbr-2647	105	23	time	time	NOUN
asfbr-2647	105	24	.	.	PUNCT
asfbr-2647	106	1	based	base	VERB
asfbr-2647	106	2	on	on	ADP
asfbr-2647	106	3	the	the	DET
asfbr-2647	106	4	data	data	NOUN
asfbr-2647	106	5	type	type	NOUN
asfbr-2647	106	6	,	,	PUNCT
asfbr-2647	106	7	this	this	DET
asfbr-2647	106	8	study	study	NOUN
asfbr-2647	106	9	is	be	AUX
asfbr-2647	106	10	categorized	categorize	VERB
asfbr-2647	106	11	as	as	ADP
asfbr-2647	106	12	secondary	secondary	ADJ
asfbr-2647	106	13	,	,	PUNCT
asfbr-2647	106	14	specifically	specifically	ADV
asfbr-2647	106	15	research	research	NOUN
asfbr-2647	106	16	that	that	PRON
asfbr-2647	106	17	utilizes	utilize	VERB
asfbr-2647	106	18	numerical	numerical	ADJ
asfbr-2647	106	19	data	datum	NOUN
asfbr-2647	106	20	(	(	PUNCT
asfbr-2647	106	21	quantitative	quantitative	ADJ
asfbr-2647	106	22	)	)	PUNCT
asfbr-2647	106	23	.	.	PUNCT
asfbr-2647	107	1	by	by	ADP
asfbr-2647	107	2	its	its	PRON
asfbr-2647	107	3	form	form	NOUN
asfbr-2647	107	4	,	,	PUNCT
asfbr-2647	107	5	quantitative	quantitative	ADJ
asfbr-2647	107	6	data	datum	NOUN
asfbr-2647	107	7	can	can	AUX
asfbr-2647	107	8	be	be	AUX
asfbr-2647	107	9	processed	process	VERB
asfbr-2647	107	10	using	use	VERB
asfbr-2647	107	11	mathematical	mathematical	ADJ
asfbr-2647	107	12	calculations	calculation	NOUN
asfbr-2647	107	13	and/or	and/or	CCONJ
asfbr-2647	107	14	statistical	statistical	ADJ
asfbr-2647	107	15	analysis	analysis	NOUN
asfbr-2647	107	16	(	(	PUNCT
asfbr-2647	107	17	abdullah	abdullah	PROPN
asfbr-2647	107	18	et	et	PROPN
asfbr-2647	107	19	al	al	PROPN
asfbr-2647	107	20	.	.	PROPN
asfbr-2647	107	21	,	,	PUNCT
asfbr-2647	107	22	2022	2022	NUM
asfbr-2647	107	23	)	)	PUNCT
asfbr-2647	107	24	.	.	PUNCT
asfbr-2647	108	1	the	the	DET
asfbr-2647	108	2	sampling	sampling	NOUN
asfbr-2647	108	3	method	method	NOUN
asfbr-2647	108	4	is	be	AUX
asfbr-2647	108	5	purposive	purposive	ADJ
asfbr-2647	108	6	.	.	PUNCT
asfbr-2647	109	1	table	table	NOUN
asfbr-2647	109	2	1	1	NUM
asfbr-2647	109	3	.	.	PUNCT
asfbr-2647	110	1	determination	determination	NOUN
asfbr-2647	110	2	of	of	ADP
asfbr-2647	110	3	population	population	NOUN
asfbr-2647	110	4	and	and	CCONJ
asfbr-2647	110	5	sample	sample	NOUN
asfbr-2647	110	6	of	of	ADP
asfbr-2647	110	7	transportation	transportation	NOUN
asfbr-2647	110	8	sub	sub	ADJ
asfbr-2647	110	9	-	-	ADJ
asfbr-2647	110	10	sector	sector	ADJ
asfbr-2647	110	11	firms	firm	NOUN
asfbr-2647	110	12	total	total	ADJ
asfbr-2647	110	13	population	population	NOUN
asfbr-2647	110	14	45	45	NUM
asfbr-2647	110	15	c	c	NOUN
asfbr-2647	110	16	r	r	VERB
asfbr-2647	110	17	it	it	PRON
asfbr-2647	111	1	e	e	X
asfbr-2647	111	2	ri	ri	PROPN
asfbr-2647	111	3	a	a	DET
asfbr-2647	111	4	transportation	transportation	NOUN
asfbr-2647	111	5	sub	sub	ADJ
asfbr-2647	111	6	-	-	ADJ
asfbr-2647	111	7	sector	sector	ADJ
asfbr-2647	111	8	firms	firm	NOUN
asfbr-2647	111	9	that	that	PRON
asfbr-2647	111	10	do	do	AUX
asfbr-2647	111	11	not	not	PART
asfbr-2647	111	12	publish	publish	VERB
asfbr-2647	111	13	complete	complete	ADJ
asfbr-2647	111	14	financial	financial	ADJ
asfbr-2647	111	15	reports	report	NOUN
asfbr-2647	111	16	for	for	ADP
asfbr-2647	111	17	four	four	NUM
asfbr-2647	111	18	periods	period	NOUN
asfbr-2647	111	19	(	(	PUNCT
asfbr-2647	111	20	20	20	NUM
asfbr-2647	111	21	)	)	PUNCT
asfbr-2647	111	22	transportation	transportation	NOUN
asfbr-2647	111	23	sub	sub	ADJ
asfbr-2647	111	24	-	-	ADJ
asfbr-2647	111	25	sector	sector	ADJ
asfbr-2647	111	26	firms	firm	NOUN
asfbr-2647	111	27	listed	list	VERB
asfbr-2647	111	28	on	on	ADP
asfbr-2647	111	29	the	the	DET
asfbr-2647	111	30	indonesia	indonesia	PROPN
asfbr-2647	111	31	stock	stock	PROPN
asfbr-2647	111	32	exchange	exchange	PROPN
asfbr-2647	111	33	(	(	PUNCT
asfbr-2647	111	34	idx	idx	PROPN
asfbr-2647	111	35	)	)	PUNCT
asfbr-2647	111	36	that	that	PRON
asfbr-2647	111	37	publish	publish	VERB
asfbr-2647	111	38	financial	financial	ADJ
asfbr-2647	111	39	reports	report	NOUN
asfbr-2647	111	40	in	in	ADP
asfbr-2647	111	41	usd	usd	NOUN
asfbr-2647	111	42	currency	currency	NOUN
asfbr-2647	111	43	(	(	PUNCT
asfbr-2647	111	44	13	13	NUM
asfbr-2647	111	45	)	)	PUNCT
asfbr-2647	111	46	number	number	NOUN
asfbr-2647	111	47	of	of	ADP
asfbr-2647	111	48	firm	firm	ADJ
asfbr-2647	111	49	samples	sample	NOUN
asfbr-2647	111	50	12	12	NUM
asfbr-2647	111	51	c	c	NOUN
asfbr-2647	111	52	r	r	NOUN
asfbr-2647	111	53	it	it	PRON
asfbr-2647	111	54	e	e	X
asfbr-2647	111	55	ri	ri	PROPN
asfbr-2647	111	56	a	a	DET
asfbr-2647	111	57	sample	sample	NOUN
asfbr-2647	111	58	used	use	VERB
asfbr-2647	111	59	12	12	NUM
asfbr-2647	111	60	x	x	SYM
asfbr-2647	111	61	4	4	NUM
asfbr-2647	111	62	(	(	PUNCT
asfbr-2647	111	63	period	period	NOUN
asfbr-2647	111	64	)	)	PUNCT
asfbr-2647	111	65	48	48	NUM
asfbr-2647	111	66	category	category	NOUN
asfbr-2647	111	67	0	0	NUM
asfbr-2647	112	1	(	(	PUNCT
asfbr-2647	112	2	distress	distress	NOUN
asfbr-2647	112	3	)	)	PUNCT
asfbr-2647	112	4	of	of	ADP
asfbr-2647	112	5	firms	firm	NOUN
asfbr-2647	112	6	*	*	NOUN
asfbr-2647	112	7	19	19	NUM
asfbr-2647	112	8	category	category	NOUN
asfbr-2647	112	9	1	1	NUM
asfbr-2647	112	10	(	(	PUNCT
asfbr-2647	112	11	non	non	X
asfbr-2647	112	12	distress	distress	NOUN
asfbr-2647	112	13	)	)	PUNCT
asfbr-2647	112	14	of	of	ADP
asfbr-2647	112	15	firms	firm	NOUN
asfbr-2647	112	16	*	*	PUNCT
asfbr-2647	112	17	29	29	NUM
asfbr-2647	112	18	*	*	SYM
asfbr-2647	112	19	)	)	PUNCT
asfbr-2647	112	20	firm	firm	ADJ
asfbr-2647	112	21	observation	observation	NOUN
asfbr-2647	112	22	data	datum	NOUN
asfbr-2647	112	23	details	detail	NOUN
asfbr-2647	112	24	in	in	ADP
asfbr-2647	112	25	appendix	appendix	ADJ
asfbr-2647	112	26	source	source	NOUN
asfbr-2647	112	27	:	:	PUNCT
asfbr-2647	112	28	author	author	PROPN
asfbr-2647	112	29	’s	’s	PART
asfbr-2647	112	30	ellaborated	ellaborate	VERB
asfbr-2647	112	31	(	(	PUNCT
asfbr-2647	112	32	2025	2025	NUM
asfbr-2647	112	33	)	)	PUNCT
asfbr-2647	112	34	to	to	PART
asfbr-2647	112	35	establish	establish	VERB
asfbr-2647	112	36	that	that	SCONJ
asfbr-2647	112	37	researchers	researcher	NOUN
asfbr-2647	112	38	can	can	AUX
asfbr-2647	112	39	analyze	analyze	VERB
asfbr-2647	112	40	easily	easily	ADV
asfbr-2647	112	41	,	,	PUNCT
asfbr-2647	112	42	researchers	researcher	NOUN
asfbr-2647	112	43	use	use	VERB
asfbr-2647	112	44	the	the	DET
asfbr-2647	112	45	adhere	adhere	ADJ
asfbr-2647	112	46	phases	phase	NOUN
asfbr-2647	112	47	:	:	PUNCT
asfbr-2647	112	48	calculate	calculate	VERB
asfbr-2647	112	49	and	and	CCONJ
asfbr-2647	112	50	analyze	analyze	NOUN
asfbr-2647	112	51	of	of	ADP
asfbr-2647	112	52	:	:	PUNCT
asfbr-2647	112	53	modified	modify	VERB
asfbr-2647	112	54	altman	altman	PROPN
asfbr-2647	112	55	z	z	PROPN
asfbr-2647	112	56	-	-	PUNCT
asfbr-2647	112	57	score	score	NOUN
asfbr-2647	112	58	,	,	PUNCT
asfbr-2647	112	59	springate	springate	ADJ
asfbr-2647	112	60	,	,	PUNCT
asfbr-2647	112	61	zmijewski	zmijewski	PROPN
asfbr-2647	112	62	models	model	VERB
asfbr-2647	112	63	data	datum	NOUN
asfbr-2647	112	64	entry	entry	NOUN
asfbr-2647	112	65	of	of	ADP
asfbr-2647	112	66	model	model	NOUN
asfbr-2647	112	67	analysis	analysis	NOUN
asfbr-2647	112	68	financial	financial	ADJ
asfbr-2647	112	69	distress	distress	NOUN
asfbr-2647	112	70	prepare	prepare	VERB
asfbr-2647	112	71	to	to	ADP
asfbr-2647	112	72	data	data	NOUN
asfbr-2647	112	73	processing	processing	NOUN
asfbr-2647	112	74	start	start	NOUN
asfbr-2647	112	75	analyzing	analyze	VERB
asfbr-2647	112	76	and	and	CCONJ
asfbr-2647	112	77	concluding	concluding	NOUN
asfbr-2647	112	78	and	and	CCONJ
asfbr-2647	112	79	the	the	DET
asfbr-2647	112	80	accuracy	accuracy	NOUN
asfbr-2647	112	81	level	level	NOUN
asfbr-2647	112	82	finish	finish	NOUN
asfbr-2647	112	83	figure	figure	NOUN
asfbr-2647	112	84	1	1	NUM
asfbr-2647	112	85	.	.	PUNCT
asfbr-2647	113	1	flowchart	flowchart	NOUN
asfbr-2647	113	2	of	of	ADP
asfbr-2647	113	3	financial	financial	ADJ
asfbr-2647	113	4	distress	distress	NOUN
asfbr-2647	113	5	prediction	prediction	NOUN
asfbr-2647	113	6	model	model	NOUN
asfbr-2647	113	7	this	this	DET
asfbr-2647	113	8	research	research	NOUN
asfbr-2647	113	9	is	be	AUX
asfbr-2647	113	10	comparative	comparative	ADJ
asfbr-2647	113	11	because	because	SCONJ
asfbr-2647	113	12	the	the	DET
asfbr-2647	113	13	researcher	researcher	NOUN
asfbr-2647	113	14	aims	aim	VERB
asfbr-2647	113	15	to	to	PART
asfbr-2647	113	16	identify	identify	VERB
asfbr-2647	113	17	the	the	DET
asfbr-2647	113	18	differences	difference	NOUN
asfbr-2647	113	19	in	in	ADP
asfbr-2647	113	20	model	model	NOUN
asfbr-2647	113	21	accuracy	accuracy	NOUN
asfbr-2647	113	22	levels	level	NOUN
asfbr-2647	113	23	among	among	ADP
asfbr-2647	113	24	the	the	DET
asfbr-2647	113	25	modified	modified	ADJ
asfbr-2647	113	26	altman	altman	NOUN
asfbr-2647	113	27	(	(	PUNCT
asfbr-2647	113	28	z	z	NOUN
asfbr-2647	113	29	-	-	PUNCT
asfbr-2647	113	30	score	score	NOUN
asfbr-2647	113	31	)	)	PUNCT
asfbr-2647	113	32	,	,	PUNCT
asfbr-2647	113	33	springate	springate	VERB
asfbr-2647	113	34	(	(	PUNCT
asfbr-2647	113	35	s	s	NOUN
asfbr-2647	113	36	-	-	NOUN
asfbr-2647	113	37	score	score	NOUN
asfbr-2647	113	38	)	)	PUNCT
asfbr-2647	113	39	,	,	PUNCT
asfbr-2647	113	40	and	and	CCONJ
asfbr-2647	113	41	zmijewski	zmijewski	PROPN
asfbr-2647	113	42	prediction	prediction	NOUN
asfbr-2647	113	43	models	model	NOUN
asfbr-2647	113	44	in	in	ADP
asfbr-2647	113	45	predicting	predict	VERB
asfbr-2647	113	46	financial	financial	ADJ
asfbr-2647	113	47	distress	distress	NOUN
asfbr-2647	113	48	.	.	PUNCT
asfbr-2647	114	1	the	the	DET
asfbr-2647	114	2	http://www.idx.co.id/	http://www.idx.co.id/	PROPN
asfbr-2647	114	3	alang	alang	PROPN
asfbr-2647	114	4	,	,	PUNCT
asfbr-2647	114	5	asian	asian	ADJ
asfbr-2647	114	6	finance	finance	PROPN
asfbr-2647	114	7	&	&	CCONJ
asfbr-2647	114	8	banking	banking	NOUN
asfbr-2647	114	9	review	review	NOUN
asfbr-2647	114	10	9(1	9(1	NUM
asfbr-2647	114	11	)	)	PUNCT
asfbr-2647	114	12	(	(	PUNCT
asfbr-2647	114	13	2025	2025	NUM
asfbr-2647	114	14	)	)	PUNCT
asfbr-2647	114	15	,	,	PUNCT
asfbr-2647	114	16	1	1	NUM
asfbr-2647	114	17	-	-	SYM
asfbr-2647	114	18	8	8	NUM
asfbr-2647	114	19	5	5	NUM
asfbr-2647	114	20	goal	goal	NOUN
asfbr-2647	114	21	is	be	AUX
asfbr-2647	114	22	to	to	PART
asfbr-2647	114	23	establish	establish	VERB
asfbr-2647	114	24	benchmarks	benchmark	NOUN
asfbr-2647	114	25	for	for	ADP
asfbr-2647	114	26	assessing	assess	VERB
asfbr-2647	114	27	the	the	DET
asfbr-2647	114	28	quality	quality	NOUN
asfbr-2647	114	29	of	of	ADP
asfbr-2647	114	30	a	a	DET
asfbr-2647	114	31	firm	firm	NOUN
asfbr-2647	114	32	's	's	PART
asfbr-2647	114	33	operations	operation	NOUN
asfbr-2647	114	34	and	and	CCONJ
asfbr-2647	114	35	investments	investment	NOUN
asfbr-2647	114	36	.	.	PUNCT
asfbr-2647	115	1	results	result	NOUN
asfbr-2647	115	2	and	and	CCONJ
asfbr-2647	115	3	discussions	discussion	NOUN
asfbr-2647	115	4	after	after	ADP
asfbr-2647	115	5	determining	determine	VERB
asfbr-2647	115	6	the	the	DET
asfbr-2647	115	7	predetermined	predetermined	ADJ
asfbr-2647	115	8	sample	sample	NOUN
asfbr-2647	115	9	,	,	PUNCT
asfbr-2647	115	10	transportation	transportation	NOUN
asfbr-2647	115	11	sub	sub	ADJ
asfbr-2647	115	12	-	-	ADJ
asfbr-2647	115	13	sector	sector	ADJ
asfbr-2647	115	14	companies	company	NOUN
asfbr-2647	115	15	were	be	AUX
asfbr-2647	115	16	identified	identify	VERB
asfbr-2647	115	17	that	that	PRON
asfbr-2647	115	18	met	meet	VERB
asfbr-2647	115	19	the	the	DET
asfbr-2647	115	20	research	research	NOUN
asfbr-2647	115	21	criteria	criterion	NOUN
asfbr-2647	115	22	.	.	PUNCT
asfbr-2647	116	1	the	the	DET
asfbr-2647	116	2	following	follow	VERB
asfbr-2647	116	3	is	be	AUX
asfbr-2647	116	4	a	a	DET
asfbr-2647	116	5	list	list	NOUN
asfbr-2647	116	6	of	of	ADP
asfbr-2647	116	7	firms	firm	NOUN
asfbr-2647	116	8	that	that	PRON
asfbr-2647	116	9	were	be	AUX
asfbr-2647	116	10	used	use	VERB
asfbr-2647	116	11	as	as	ADP
asfbr-2647	116	12	samples	sample	NOUN
asfbr-2647	116	13	in	in	ADP
asfbr-2647	116	14	this	this	DET
asfbr-2647	116	15	study	study	NOUN
asfbr-2647	116	16	:	:	PUNCT
asfbr-2647	116	17	table	table	NOUN
asfbr-2647	116	18	2	2	NUM
asfbr-2647	116	19	.	.	PUNCT
asfbr-2647	116	20	sample	sample	NOUN
asfbr-2647	116	21	data	datum	NOUN
asfbr-2647	116	22	category	category	NOUN
asfbr-2647	116	23	0	0	NUM
asfbr-2647	116	24	(	(	PUNCT
asfbr-2647	116	25	distress	distress	NOUN
asfbr-2647	116	26	)	)	PUNCT
asfbr-2647	116	27	and	and	CCONJ
asfbr-2647	116	28	1	1	NUM
asfbr-2647	116	29	(	(	PUNCT
asfbr-2647	116	30	non	non	ADJ
asfbr-2647	116	31	-	-	NOUN
asfbr-2647	116	32	distress	distress	ADJ
asfbr-2647	116	33	)	)	PUNCT
asfbr-2647	116	34	distress	distress	NOUN
asfbr-2647	116	35	category	category	NOUN
asfbr-2647	116	36	data	datum	NOUN
asfbr-2647	116	37	observation	observation	NOUN
asfbr-2647	116	38	issuer	issuer	NOUN
asfbr-2647	116	39	code	code	NOUN
asfbr-2647	116	40	period	period	NOUN
asfbr-2647	116	41	of	of	ADP
asfbr-2647	116	42	nondistress	nondistress	ADJ
asfbr-2647	116	43	category	category	NOUN
asfbr-2647	116	44	data	datum	NOUN
asfbr-2647	116	45	observation	observation	NOUN
asfbr-2647	116	46	issuer	issuer	NOUN
asfbr-2647	116	47	code	code	NOUN
asfbr-2647	116	48	period	period	NOUN
asfbr-2647	116	49	of	of	ADP
asfbr-2647	116	50	issuer	issuer	ADJ
asfbr-2647	116	51	code	code	NOUN
asfbr-2647	116	52	period	period	NOUN
asfbr-2647	116	53	of	of	ADP
asfbr-2647	116	54	1	1	NUM
asfbr-2647	116	55	cmpp	cmpp	NOUN
asfbr-2647	116	56	y	y	PROPN
asfbr-2647	116	57	1	1	NUM
asfbr-2647	116	58	aksi	aksi	NOUN
asfbr-2647	116	59	y	y	PROPN
asfbr-2647	116	60	20	20	NUM
asfbr-2647	116	61	safe	safe	ADJ
asfbr-2647	116	62	y	y	PROPN
asfbr-2647	116	63	2	2	NUM
asfbr-2647	116	64	y-1	y-1	NOUN
asfbr-2647	116	65	2	2	NUM
asfbr-2647	116	66	y-1	y-1	NOUN
asfbr-2647	116	67	21	21	NUM
asfbr-2647	116	68	y-3	y-3	PROPN
asfbr-2647	116	69	3	3	NUM
asfbr-2647	116	70	lrna	lrna	PROPN
asfbr-2647	116	71	y-1	y-1	NOUN
asfbr-2647	116	72	3	3	NUM
asfbr-2647	116	73	y-2	y-2	NUM
asfbr-2647	116	74	22	22	NUM
asfbr-2647	116	75	sdmu	sdmu	PROPN
asfbr-2647	116	76	y-3	y-3	PROPN
asfbr-2647	116	77	4	4	NUM
asfbr-2647	116	78	y-2	y-2	NUM
asfbr-2647	116	79	4	4	NUM
asfbr-2647	116	80	y-3	y-3	PROPN
asfbr-2647	116	81	23	23	NUM
asfbr-2647	116	82	tmas	tmas	VERB
asfbr-2647	117	1	y	y	PROPN
asfbr-2647	117	2	5	5	NUM
asfbr-2647	117	3	y-3	y-3	PROPN
asfbr-2647	117	4	5	5	NUM
asfbr-2647	117	5	assa	assa	NOUN
asfbr-2647	117	6	y	y	PROPN
asfbr-2647	117	7	24	24	NUM
asfbr-2647	117	8	y-1	y-1	NOUN
asfbr-2647	117	9	6	6	NUM
asfbr-2647	117	10	mira	mira	PROPN
asfbr-2647	117	11	y	y	PROPN
asfbr-2647	117	12	6	6	NUM
asfbr-2647	117	13	y-1	y-1	NOUN
asfbr-2647	117	14	25	25	NUM
asfbr-2647	117	15	y-2	y-2	NUM
asfbr-2647	117	16	7	7	NUM
asfbr-2647	117	17	y-1	y-1	NOUN
asfbr-2647	117	18	7	7	NUM
asfbr-2647	117	19	y-2	y-2	NUM
asfbr-2647	117	20	26	26	NUM
asfbr-2647	117	21	y-3	y-3	PROPN
asfbr-2647	117	22	8	8	NUM
asfbr-2647	117	23	y-2	y-2	NUM
asfbr-2647	117	24	8	8	NUM
asfbr-2647	117	25	y-3	y-3	PROPN
asfbr-2647	117	26	27	27	NUM
asfbr-2647	117	27	weha	weha	PROPN
asfbr-2647	117	28	y	y	PROPN
asfbr-2647	117	29	9	9	NUM
asfbr-2647	117	30	y-3	y-3	PROPN
asfbr-2647	117	31	9	9	NUM
asfbr-2647	117	32	bird	bird	NOUN
asfbr-2647	117	33	y	y	PROPN
asfbr-2647	117	34	28	28	NUM
asfbr-2647	117	35	y-1	y-1	NOUN
asfbr-2647	117	36	10	10	NUM
asfbr-2647	117	37	safe	safe	ADJ
asfbr-2647	117	38	y-1	y-1	NOUN
asfbr-2647	117	39	10	10	NUM
asfbr-2647	117	40	y-1	y-1	NOUN
asfbr-2647	117	41	29	29	NUM
asfbr-2647	117	42	y-2	y-2	NUM
asfbr-2647	117	43	11	11	NUM
asfbr-2647	117	44	y-2	y-2	NUM
asfbr-2647	117	45	11	11	NUM
asfbr-2647	117	46	y-2	y-2	PROPN
asfbr-2647	117	47	y	y	PROPN
asfbr-2647	117	48	=	=	PUNCT
asfbr-2647	117	49	current	current	ADJ
asfbr-2647	117	50	period	period	NOUN
asfbr-2647	117	51	y-1	y-1	NOUN
asfbr-2647	117	52	=	=	PUNCT
asfbr-2647	117	53	period	period	NOUN
asfbr-2647	117	54	of	of	ADP
asfbr-2647	117	55	1	1	NUM
asfbr-2647	117	56	year	year	NOUN
asfbr-2647	117	57	ago	ago	ADV
asfbr-2647	117	58	12	12	NUM
asfbr-2647	117	59	sdmu	sdmu	NOUN
asfbr-2647	117	60	y	y	PROPN
asfbr-2647	117	61	12	12	NUM
asfbr-2647	117	62	y-3	y-3	PROPN
asfbr-2647	117	63	y-2	y-2	PROPN
asfbr-2647	117	64	=	=	PUNCT
asfbr-2647	117	65	period	period	NOUN
asfbr-2647	117	66	of	of	ADP
asfbr-2647	117	67	2	2	NUM
asfbr-2647	117	68	years	year	NOUN
asfbr-2647	117	69	ago	ago	ADV
asfbr-2647	117	70	13	13	NUM
asfbr-2647	117	71	y-1	y-1	NOUN
asfbr-2647	117	72	13	13	NUM
asfbr-2647	117	73	cmpp	cmpp	NOUN
asfbr-2647	117	74	y-2	y-2	PROPN
asfbr-2647	117	75	y-3	y-3	PROPN
asfbr-2647	117	76	=	=	PUNCT
asfbr-2647	117	77	period	period	NOUN
asfbr-2647	117	78	of	of	ADP
asfbr-2647	117	79	3	3	NUM
asfbr-2647	117	80	years	year	NOUN
asfbr-2647	117	81	ago	ago	ADV
asfbr-2647	117	82	14	14	NUM
asfbr-2647	117	83	y-2	y-2	NUM
asfbr-2647	117	84	14	14	NUM
asfbr-2647	117	85	y-3	y-3	PROPN
asfbr-2647	117	86	15	15	NUM
asfbr-2647	117	87	taxi	taxi	PROPN
asfbr-2647	117	88	y	y	PROPN
asfbr-2647	117	89	15	15	NUM
asfbr-2647	117	90	lrna	lrna	PROPN
asfbr-2647	117	91	y	y	PROPN
asfbr-2647	117	92	16	16	NUM
asfbr-2647	117	93	y-1	y-1	NOUN
asfbr-2647	117	94	16	16	NUM
asfbr-2647	117	95	nely	nely	ADV
asfbr-2647	117	96	y	y	PROPN
asfbr-2647	117	97	17	17	NUM
asfbr-2647	117	98	y-2	y-2	NUM
asfbr-2647	117	99	17	17	NUM
asfbr-2647	117	100	y-1	y-1	NOUN
asfbr-2647	117	101	18	18	NUM
asfbr-2647	117	102	y-3	y-3	PROPN
asfbr-2647	117	103	18	18	NUM
asfbr-2647	117	104	y-2	y-2	NUM
asfbr-2647	117	105	19	19	NUM
asfbr-2647	117	106	weha	weha	PROPN
asfbr-2647	117	107	y-3	y-3	PROPN
asfbr-2647	117	108	19	19	NUM
asfbr-2647	117	109	y-3	y-3	PROPN
asfbr-2647	117	110	source	source	NOUN
asfbr-2647	117	111	:	:	PUNCT
asfbr-2647	117	112	author	author	NOUN
asfbr-2647	117	113	's	's	PART
asfbr-2647	117	114	elaboration	elaboration	NOUN
asfbr-2647	117	115	from	from	ADP
asfbr-2647	117	116	idx	idx	ADJ
asfbr-2647	117	117	data	datum	NOUN
asfbr-2647	117	118	(	(	PUNCT
asfbr-2647	117	119	2025	2025	NUM
asfbr-2647	117	120	)	)	PUNCT
asfbr-2647	117	121	descriptive	descriptive	ADJ
asfbr-2647	117	122	data	datum	NOUN
asfbr-2647	117	123	is	be	AUX
asfbr-2647	117	124	used	use	VERB
asfbr-2647	117	125	to	to	PART
asfbr-2647	117	126	describe	describe	VERB
asfbr-2647	117	127	or	or	CCONJ
asfbr-2647	117	128	explain	explain	VERB
asfbr-2647	117	129	a	a	DET
asfbr-2647	117	130	summary	summary	NOUN
asfbr-2647	117	131	of	of	ADP
asfbr-2647	117	132	research	research	NOUN
asfbr-2647	117	133	variables	variable	NOUN
asfbr-2647	117	134	without	without	ADP
asfbr-2647	117	135	connecting	connect	VERB
asfbr-2647	117	136	or	or	CCONJ
asfbr-2647	117	137	comparing	compare	VERB
asfbr-2647	117	138	them	they	PRON
asfbr-2647	117	139	with	with	ADP
asfbr-2647	117	140	other	other	ADJ
asfbr-2647	117	141	variables	variable	NOUN
asfbr-2647	117	142	.	.	PUNCT
asfbr-2647	118	1			NOUN
asfbr-2647	118	2	calculation	calculation	NOUN
asfbr-2647	118	3	of	of	ADP
asfbr-2647	118	4	accuracy	accuracy	NOUN
asfbr-2647	118	5	and	and	CCONJ
asfbr-2647	118	6	error	error	NOUN
asfbr-2647	118	7	modified	modify	VERB
asfbr-2647	118	8	altman	altman	NOUN
asfbr-2647	118	9	z	z	PROPN
asfbr-2647	118	10	-	-	PUNCT
asfbr-2647	118	11	score	score	NOUN
asfbr-2647	118	12	table	table	NOUN
asfbr-2647	118	13	3	3	NUM
asfbr-2647	118	14	.	.	PUNCT
asfbr-2647	119	1	modified	modify	VERB
asfbr-2647	119	2	altman	altman	PROPN
asfbr-2647	119	3	z	z	PROPN
asfbr-2647	119	4	-	-	PUNCT
asfbr-2647	119	5	score	score	NOUN
asfbr-2647	119	6	model	model	NOUN
asfbr-2647	119	7	(	(	PUNCT
asfbr-2647	119	8	error	error	NOUN
asfbr-2647	119	9	type	type	NOUN
asfbr-2647	119	10	)	)	PUNCT
asfbr-2647	119	11	recapitulation	recapitulation	NOUN
asfbr-2647	119	12	identification	identification	NOUN
asfbr-2647	119	13	prediction	prediction	NOUN
asfbr-2647	119	14	total	total	ADJ
asfbr-2647	119	15	distress	distress	NOUN
asfbr-2647	119	16	non	non	PROPN
asfbr-2647	119	17	distress	distress	NOUN
asfbr-2647	119	18	fact	fact	NOUN
asfbr-2647	119	19	distress	distress	NOUN
asfbr-2647	119	20	12	12	NUM
asfbr-2647	119	21	7	7	NUM
asfbr-2647	119	22	19	19	NUM
asfbr-2647	119	23	non	non	NOUN
asfbr-2647	119	24	distress	distress	NOUN
asfbr-2647	119	25	15	15	NUM
asfbr-2647	119	26	14	14	NUM
asfbr-2647	119	27	29	29	NUM
asfbr-2647	119	28	total	total	NOUN
asfbr-2647	119	29	27	27	NUM
asfbr-2647	119	30	21	21	NUM
asfbr-2647	119	31	48	48	NUM
asfbr-2647	119	32	accuracy	accuracy	NOUN
asfbr-2647	119	33	level	level	NOUN
asfbr-2647	119	34	test	test	NOUN
asfbr-2647	119	35	results	result	NOUN
asfbr-2647	119	36	accuracy	accuracy	NOUN
asfbr-2647	119	37	scores	score	NOUN
asfbr-2647	119	38	accuration	accuration	NOUN
asfbr-2647	119	39	54.17	54.17	NUM
asfbr-2647	119	40	%	%	NOUN
asfbr-2647	119	41	error	error	NOUN
asfbr-2647	119	42	type	type	NOUN
asfbr-2647	119	43	-	-	PUNCT
asfbr-2647	119	44	i	i	PRON
asfbr-2647	119	45	14.58	14.58	NUM
asfbr-2647	119	46	%	%	NOUN
asfbr-2647	119	47	error	error	NOUN
asfbr-2647	119	48	type	type	NOUN
asfbr-2647	119	49	-	-	PUNCT
asfbr-2647	119	50	ii	ii	NOUN
asfbr-2647	119	51	31.25	31.25	NUM
asfbr-2647	119	52	%	%	NOUN
asfbr-2647	119	53	source	source	NOUN
asfbr-2647	119	54	:	:	PUNCT
asfbr-2647	119	55	author	author	NOUN
asfbr-2647	119	56	’s	’s	PART
asfbr-2647	119	57	calculated	calculate	VERB
asfbr-2647	119	58	(	(	PUNCT
asfbr-2647	119	59	2025	2025	NUM
asfbr-2647	119	60	)	)	PUNCT
asfbr-2647	119	61	table	table	NOUN
asfbr-2647	119	62	3	3	NUM
asfbr-2647	119	63	shows	show	VERB
asfbr-2647	119	64	that	that	SCONJ
asfbr-2647	119	65	,	,	PUNCT
asfbr-2647	119	66	out	out	ADP
asfbr-2647	119	67	of	of	ADP
asfbr-2647	119	68	a	a	DET
asfbr-2647	119	69	total	total	NOUN
asfbr-2647	119	70	of	of	ADP
asfbr-2647	119	71	19	19	NUM
asfbr-2647	119	72	samples	sample	NOUN
asfbr-2647	119	73	in	in	ADP
asfbr-2647	119	74	category	category	NOUN
asfbr-2647	119	75	0	0	NUM
asfbr-2647	119	76	(	(	PUNCT
asfbr-2647	119	77	distress	distress	NOUN
asfbr-2647	119	78	)	)	PUNCT
asfbr-2647	119	79	,	,	PUNCT
asfbr-2647	119	80	the	the	DET
asfbr-2647	119	81	modified	modify	VERB
asfbr-2647	119	82	altman	altman	NOUN
asfbr-2647	119	83	z	z	PROPN
asfbr-2647	119	84	-	-	PUNCT
asfbr-2647	119	85	score	score	NOUN
asfbr-2647	119	86	model	model	NOUN
asfbr-2647	119	87	predicts	predict	VERB
asfbr-2647	119	88	12	12	NUM
asfbr-2647	119	89	samples	sample	NOUN
asfbr-2647	119	90	experiencing	experience	VERB
asfbr-2647	119	91	financial	financial	ADJ
asfbr-2647	119	92	distress	distress	NOUN
asfbr-2647	119	93	.	.	PUNCT
asfbr-2647	120	1	in	in	ADP
asfbr-2647	120	2	comparison	comparison	NOUN
asfbr-2647	120	3	,	,	PUNCT
asfbr-2647	120	4	seven	seven	NUM
asfbr-2647	120	5	other	other	ADJ
asfbr-2647	120	6	samples	sample	NOUN
asfbr-2647	120	7	do	do	AUX
asfbr-2647	120	8	not	not	PART
asfbr-2647	120	9	exhibit	exhibit	VERB
asfbr-2647	120	10	financial	financial	ADJ
asfbr-2647	120	11	distress	distress	NOUN
asfbr-2647	120	12	.	.	PUNCT
asfbr-2647	121	1	therefore	therefore	ADV
asfbr-2647	121	2	,	,	PUNCT
asfbr-2647	121	3	there	there	PRON
asfbr-2647	121	4	is	be	VERB
asfbr-2647	121	5	an	an	DET
asfbr-2647	121	6	error	error	NOUN
asfbr-2647	121	7	in	in	ADP
asfbr-2647	121	8	this	this	DET
asfbr-2647	121	9	model	model	NOUN
asfbr-2647	121	10	that	that	PRON
asfbr-2647	121	11	predicts	predict	VERB
asfbr-2647	121	12	that	that	SCONJ
asfbr-2647	121	13	seven	seven	NUM
asfbr-2647	121	14	samples	sample	NOUN
asfbr-2647	121	15	do	do	AUX
asfbr-2647	121	16	not	not	PART
asfbr-2647	121	17	experience	experience	VERB
asfbr-2647	121	18	financial	financial	ADJ
asfbr-2647	121	19	distress	distress	NOUN
asfbr-2647	121	20	.	.	PUNCT
asfbr-2647	122	1	meanwhile	meanwhile	ADV
asfbr-2647	122	2	,	,	PUNCT
asfbr-2647	122	3	from	from	ADP
asfbr-2647	122	4	the	the	DET
asfbr-2647	122	5	29	29	NUM
asfbr-2647	122	6	samples	sample	NOUN
asfbr-2647	122	7	in	in	ADP
asfbr-2647	122	8	category	category	NOUN
asfbr-2647	122	9	1	1	NUM
asfbr-2647	122	10	(	(	PUNCT
asfbr-2647	122	11	non	non	ADJ
asfbr-2647	122	12	-	-	NOUN
asfbr-2647	122	13	distress	distress	NOUN
asfbr-2647	122	14	)	)	PUNCT
asfbr-2647	122	15	,	,	PUNCT
asfbr-2647	122	16	the	the	DET
asfbr-2647	122	17	modified	modify	VERB
asfbr-2647	122	18	altman	altman	NOUN
asfbr-2647	122	19	z	z	PROPN
asfbr-2647	122	20	-	-	PUNCT
asfbr-2647	122	21	score	score	NOUN
asfbr-2647	122	22	model	model	NOUN
asfbr-2647	122	23	predicts	predict	VERB
asfbr-2647	122	24	that	that	SCONJ
asfbr-2647	122	25	14	14	NUM
asfbr-2647	122	26	samples	sample	NOUN
asfbr-2647	122	27	do	do	AUX
asfbr-2647	122	28	not	not	PART
asfbr-2647	122	29	experience	experience	VERB
asfbr-2647	122	30	financial	financial	ADJ
asfbr-2647	122	31	distress	distress	NOUN
asfbr-2647	122	32	,	,	PUNCT
asfbr-2647	122	33	while	while	SCONJ
asfbr-2647	122	34	15	15	NUM
asfbr-2647	122	35	other	other	ADJ
asfbr-2647	122	36	samples	sample	NOUN
asfbr-2647	122	37	indicate	indicate	VERB
asfbr-2647	122	38	financial	financial	ADJ
asfbr-2647	122	39	distress	distress	NOUN
asfbr-2647	122	40	.	.	PUNCT
asfbr-2647	123	1	therefore	therefore	ADV
asfbr-2647	123	2	,	,	PUNCT
asfbr-2647	123	3	there	there	PRON
asfbr-2647	123	4	is	be	VERB
asfbr-2647	123	5	an	an	DET
asfbr-2647	123	6	error	error	NOUN
asfbr-2647	123	7	in	in	ADP
asfbr-2647	123	8	this	this	DET
asfbr-2647	123	9	model	model	NOUN
asfbr-2647	123	10	,	,	PUNCT
asfbr-2647	123	11	which	which	PRON
asfbr-2647	123	12	predicts	predict	VERB
asfbr-2647	123	13	that	that	SCONJ
asfbr-2647	123	14	15	15	NUM
asfbr-2647	123	15	samples	sample	NOUN
asfbr-2647	123	16	will	will	AUX
asfbr-2647	123	17	experience	experience	VERB
asfbr-2647	123	18	financial	financial	ADJ
asfbr-2647	123	19	distress	distress	NOUN
asfbr-2647	123	20	when	when	SCONJ
asfbr-2647	123	21	,	,	PUNCT
asfbr-2647	123	22	in	in	ADP
asfbr-2647	123	23	reality	reality	NOUN
asfbr-2647	123	24	,	,	PUNCT
asfbr-2647	123	25	this	this	PRON
asfbr-2647	123	26	is	be	AUX
asfbr-2647	123	27	not	not	PART
asfbr-2647	123	28	the	the	DET
asfbr-2647	123	29	case	case	NOUN
asfbr-2647	123	30	.	.	PUNCT
asfbr-2647	124	1	therefore	therefore	ADV
asfbr-2647	124	2	,	,	PUNCT
asfbr-2647	124	3	it	it	PRON
asfbr-2647	124	4	can	can	AUX
asfbr-2647	124	5	be	be	AUX
asfbr-2647	124	6	inferred	infer	VERB
asfbr-2647	124	7	that	that	SCONJ
asfbr-2647	124	8	the	the	DET
asfbr-2647	124	9	modified	modify	VERB
asfbr-2647	124	10	altman	altman	NOUN
asfbr-2647	124	11	z	z	PROPN
asfbr-2647	124	12	-	-	PUNCT
asfbr-2647	124	13	score	score	NOUN
asfbr-2647	124	14	model	model	NOUN
asfbr-2647	124	15	yields	yield	VERB
asfbr-2647	124	16	correct	correct	ADJ
asfbr-2647	124	17	predictions	prediction	NOUN
asfbr-2647	124	18	for	for	ADP
asfbr-2647	124	19	26	26	NUM
asfbr-2647	124	20	samples	sample	NOUN
asfbr-2647	124	21	and	and	CCONJ
asfbr-2647	124	22	incorrect	incorrect	ADJ
asfbr-2647	124	23	predictions	prediction	NOUN
asfbr-2647	124	24	for	for	ADP
asfbr-2647	124	25	22	22	NUM
asfbr-2647	124	26	samples	sample	NOUN
asfbr-2647	124	27	.	.	PUNCT
asfbr-2647	125	1	the	the	DET
asfbr-2647	125	2	accuracy	accuracy	NOUN
asfbr-2647	125	3	level	level	NOUN
asfbr-2647	125	4	of	of	ADP
asfbr-2647	125	5	the	the	DET
asfbr-2647	125	6	modified	modify	VERB
asfbr-2647	125	7	altman	altman	NOUN
asfbr-2647	125	8	z	z	PROPN
asfbr-2647	125	9	-	-	PUNCT
asfbr-2647	125	10	score	score	NOUN
asfbr-2647	125	11	model	model	NOUN
asfbr-2647	125	12	is	be	AUX
asfbr-2647	125	13	54.17	54.17	NUM
asfbr-2647	125	14	%	%	NOUN
asfbr-2647	125	15	.	.	PUNCT
asfbr-2647	126	1	the	the	DET
asfbr-2647	126	2	error	error	NOUN
asfbr-2647	126	3	rate	rate	NOUN
asfbr-2647	126	4	of	of	ADP
asfbr-2647	126	5	this	this	DET
asfbr-2647	126	6	model	model	NOUN
asfbr-2647	126	7	for	for	ADP
asfbr-2647	126	8	error	error	NOUN
asfbr-2647	126	9	type	type	NOUN
asfbr-2647	126	10	i	i	PRON
asfbr-2647	126	11	is	be	AUX
asfbr-2647	126	12	14.58	14.58	NUM
asfbr-2647	126	13	%	%	NOUN
asfbr-2647	126	14	,	,	PUNCT
asfbr-2647	126	15	while	while	SCONJ
asfbr-2647	126	16	the	the	DET
asfbr-2647	126	17	error	error	NOUN
asfbr-2647	126	18	rate	rate	NOUN
asfbr-2647	126	19	for	for	ADP
asfbr-2647	126	20	error	error	NOUN
asfbr-2647	126	21	type	type	NOUN
asfbr-2647	126	22	ii	ii	NOUN
asfbr-2647	126	23	is	be	AUX
asfbr-2647	126	24	31.25	31.25	NUM
asfbr-2647	126	25	%	%	NOUN
asfbr-2647	126	26	.	.	PUNCT
asfbr-2647	127	1			NOUN
asfbr-2647	127	2	calculation	calculation	NOUN
asfbr-2647	127	3	of	of	ADP
asfbr-2647	127	4	accuracy	accuracy	NOUN
asfbr-2647	127	5	and	and	CCONJ
asfbr-2647	127	6	error	error	NOUN
asfbr-2647	127	7	type	type	NOUN
asfbr-2647	127	8	of	of	ADP
asfbr-2647	127	9	springate	springate	ADJ
asfbr-2647	127	10	s	s	NOUN
asfbr-2647	127	11	-	-	PUNCT
asfbr-2647	127	12	score	score	NOUN
asfbr-2647	127	13	model	model	NOUN
asfbr-2647	127	14	table	table	NOUN
asfbr-2647	127	15	4	4	NUM
asfbr-2647	127	16	.	.	PUNCT
asfbr-2647	127	17	springate	springate	PROPN
asfbr-2647	127	18	s	s	NOUN
asfbr-2647	127	19	-	-	PUNCT
asfbr-2647	127	20	score	score	NOUN
asfbr-2647	127	21	model	model	NOUN
asfbr-2647	127	22	error	error	NOUN
asfbr-2647	127	23	type	type	NOUN
asfbr-2647	127	24	recapitulation	recapitulation	NOUN
asfbr-2647	127	25	identification	identification	NOUN
asfbr-2647	127	26	prediction	prediction	NOUN
asfbr-2647	127	27	total	total	ADJ
asfbr-2647	127	28	distress	distress	NOUN
asfbr-2647	127	29	non	non	PROPN
asfbr-2647	127	30	distress	distress	NOUN
asfbr-2647	127	31	fact	fact	NOUN
asfbr-2647	127	32	distress	distress	NOUN
asfbr-2647	127	33	19	19	NUM
asfbr-2647	127	34	19	19	NUM
asfbr-2647	127	35	non	non	NOUN
asfbr-2647	127	36	distress	distress	NOUN
asfbr-2647	127	37	24	24	NUM
asfbr-2647	127	38	5	5	NUM
asfbr-2647	127	39	29	29	NUM
asfbr-2647	127	40	total	total	NOUN
asfbr-2647	127	41	43	43	NUM
asfbr-2647	127	42	5	5	NUM
asfbr-2647	127	43	48	48	NUM
asfbr-2647	127	44	accuracy	accuracy	NOUN
asfbr-2647	127	45	level	level	NOUN
asfbr-2647	127	46	test	test	NOUN
asfbr-2647	127	47	results	result	NOUN
asfbr-2647	127	48	accuracy	accuracy	NOUN
asfbr-2647	127	49	scores	score	NOUN
asfbr-2647	127	50	accuration	accuration	NOUN
asfbr-2647	127	51	50.00	50.00	NUM
asfbr-2647	127	52	%	%	NOUN
asfbr-2647	127	53	error	error	NOUN
asfbr-2647	127	54	type	type	NOUN
asfbr-2647	127	55	-	-	PUNCT
asfbr-2647	127	56	i	i	PRON
asfbr-2647	127	57	0.00	0.00	NUM
asfbr-2647	127	58	%	%	NOUN
asfbr-2647	127	59	alang	alang	PROPN
asfbr-2647	127	60	,	,	PUNCT
asfbr-2647	127	61	asian	asian	ADJ
asfbr-2647	127	62	finance	finance	PROPN
asfbr-2647	127	63	&	&	CCONJ
asfbr-2647	127	64	banking	banking	NOUN
asfbr-2647	127	65	review	review	NOUN
asfbr-2647	127	66	9(1	9(1	NUM
asfbr-2647	127	67	)	)	PUNCT
asfbr-2647	127	68	(	(	PUNCT
asfbr-2647	127	69	2025	2025	NUM
asfbr-2647	127	70	)	)	PUNCT
asfbr-2647	127	71	,	,	PUNCT
asfbr-2647	127	72	1	1	NUM
asfbr-2647	127	73	-	-	SYM
asfbr-2647	127	74	8	8	NUM
asfbr-2647	127	75	6	6	NUM
asfbr-2647	127	76	recapitulation	recapitulation	NOUN
asfbr-2647	127	77	identification	identification	NOUN
asfbr-2647	127	78	prediction	prediction	NOUN
asfbr-2647	127	79	total	total	ADJ
asfbr-2647	127	80	distress	distress	NOUN
asfbr-2647	127	81	non	non	NOUN
asfbr-2647	127	82	distress	distress	NOUN
asfbr-2647	127	83	error	error	NOUN
asfbr-2647	127	84	type	type	NOUN
asfbr-2647	127	85	-	-	PUNCT
asfbr-2647	127	86	ii	ii	NOUN
asfbr-2647	127	87	50.00	50.00	NUM
asfbr-2647	127	88	%	%	NOUN
asfbr-2647	127	89	source	source	NOUN
asfbr-2647	127	90	:	:	PUNCT
asfbr-2647	127	91	author	author	NOUN
asfbr-2647	127	92	’s	’s	PART
asfbr-2647	127	93	calculated	calculate	VERB
asfbr-2647	127	94	(	(	PUNCT
asfbr-2647	127	95	2025	2025	NUM
asfbr-2647	127	96	)	)	PUNCT
asfbr-2647	127	97	table	table	NOUN
asfbr-2647	127	98	4	4	NUM
asfbr-2647	127	99	shows	show	VERB
asfbr-2647	127	100	that	that	SCONJ
asfbr-2647	127	101	,	,	PUNCT
asfbr-2647	127	102	out	out	ADP
asfbr-2647	127	103	of	of	ADP
asfbr-2647	127	104	a	a	DET
asfbr-2647	127	105	total	total	NOUN
asfbr-2647	127	106	of	of	ADP
asfbr-2647	127	107	19	19	NUM
asfbr-2647	127	108	samples	sample	NOUN
asfbr-2647	127	109	in	in	ADP
asfbr-2647	127	110	category	category	NOUN
asfbr-2647	127	111	0	0	NUM
asfbr-2647	127	112	(	(	PUNCT
asfbr-2647	127	113	distress	distress	NOUN
asfbr-2647	127	114	)	)	PUNCT
asfbr-2647	127	115	,	,	PUNCT
asfbr-2647	127	116	the	the	DET
asfbr-2647	127	117	springate	springate	ADJ
asfbr-2647	127	118	s	s	NOUN
asfbr-2647	127	119	-	-	PUNCT
asfbr-2647	127	120	score	score	NOUN
asfbr-2647	127	121	model	model	NOUN
asfbr-2647	127	122	predicts	predict	VERB
asfbr-2647	127	123	19	19	NUM
asfbr-2647	127	124	samples	sample	NOUN
asfbr-2647	127	125	experiencing	experience	VERB
asfbr-2647	127	126	financial	financial	ADJ
asfbr-2647	127	127	distress	distress	NOUN
asfbr-2647	127	128	,	,	PUNCT
asfbr-2647	127	129	and	and	CCONJ
asfbr-2647	127	130	no	no	DET
asfbr-2647	127	131	samples	sample	NOUN
asfbr-2647	127	132	are	be	AUX
asfbr-2647	127	133	not	not	PART
asfbr-2647	127	134	experiencing	experience	VERB
asfbr-2647	127	135	financial	financial	ADJ
asfbr-2647	127	136	distress	distress	NOUN
asfbr-2647	127	137	.	.	PUNCT
asfbr-2647	128	1	therefore	therefore	ADV
asfbr-2647	128	2	,	,	PUNCT
asfbr-2647	128	3	there	there	PRON
asfbr-2647	128	4	is	be	VERB
asfbr-2647	128	5	no	no	DET
asfbr-2647	128	6	error	error	NOUN
asfbr-2647	128	7	in	in	ADP
asfbr-2647	128	8	this	this	DET
asfbr-2647	128	9	model	model	NOUN
asfbr-2647	128	10	in	in	ADP
asfbr-2647	128	11	predicting	predict	VERB
asfbr-2647	128	12	samples	sample	NOUN
asfbr-2647	128	13	in	in	ADP
asfbr-2647	128	14	category	category	NOUN
asfbr-2647	128	15	0	0	NUM
asfbr-2647	128	16	(	(	PUNCT
asfbr-2647	128	17	distress	distress	NOUN
asfbr-2647	128	18	)	)	PUNCT
asfbr-2647	128	19	.	.	PUNCT
asfbr-2647	129	1	meanwhile	meanwhile	ADV
asfbr-2647	129	2	,	,	PUNCT
asfbr-2647	129	3	from	from	ADP
asfbr-2647	129	4	the	the	DET
asfbr-2647	129	5	29	29	NUM
asfbr-2647	129	6	samples	sample	NOUN
asfbr-2647	129	7	in	in	ADP
asfbr-2647	129	8	category	category	NOUN
asfbr-2647	129	9	1	1	NUM
asfbr-2647	129	10	(	(	PUNCT
asfbr-2647	129	11	non	non	ADJ
asfbr-2647	129	12	-	-	NOUN
asfbr-2647	129	13	distress	distress	NOUN
asfbr-2647	129	14	)	)	PUNCT
asfbr-2647	129	15	,	,	PUNCT
asfbr-2647	129	16	the	the	DET
asfbr-2647	129	17	springate	springate	ADJ
asfbr-2647	129	18	s	s	NOUN
asfbr-2647	129	19	-	-	PUNCT
asfbr-2647	129	20	score	score	NOUN
asfbr-2647	129	21	model	model	NOUN
asfbr-2647	129	22	predicts	predict	VERB
asfbr-2647	129	23	that	that	SCONJ
asfbr-2647	129	24	five	five	NUM
asfbr-2647	129	25	samples	sample	NOUN
asfbr-2647	129	26	do	do	AUX
asfbr-2647	129	27	not	not	PART
asfbr-2647	129	28	experience	experience	VERB
asfbr-2647	129	29	financial	financial	ADJ
asfbr-2647	129	30	distress	distress	NOUN
asfbr-2647	129	31	,	,	PUNCT
asfbr-2647	129	32	while	while	SCONJ
asfbr-2647	129	33	24	24	NUM
asfbr-2647	129	34	other	other	ADJ
asfbr-2647	129	35	samples	sample	NOUN
asfbr-2647	129	36	indicate	indicate	VERB
asfbr-2647	129	37	financial	financial	ADJ
asfbr-2647	129	38	distress	distress	NOUN
asfbr-2647	129	39	.	.	PUNCT
asfbr-2647	130	1	therefore	therefore	ADV
asfbr-2647	130	2	,	,	PUNCT
asfbr-2647	130	3	there	there	PRON
asfbr-2647	130	4	is	be	VERB
asfbr-2647	130	5	an	an	DET
asfbr-2647	130	6	error	error	NOUN
asfbr-2647	130	7	in	in	ADP
asfbr-2647	130	8	this	this	DET
asfbr-2647	130	9	model	model	NOUN
asfbr-2647	130	10	,	,	PUNCT
asfbr-2647	130	11	as	as	SCONJ
asfbr-2647	130	12	it	it	PRON
asfbr-2647	130	13	predicts	predict	VERB
asfbr-2647	130	14	that	that	SCONJ
asfbr-2647	130	15	24	24	NUM
asfbr-2647	130	16	samples	sample	NOUN
asfbr-2647	130	17	will	will	AUX
asfbr-2647	130	18	experience	experience	VERB
asfbr-2647	130	19	financial	financial	ADJ
asfbr-2647	130	20	distress	distress	NOUN
asfbr-2647	130	21	;	;	PUNCT
asfbr-2647	130	22	in	in	ADP
asfbr-2647	130	23	reality	reality	NOUN
asfbr-2647	130	24	,	,	PUNCT
asfbr-2647	130	25	this	this	PRON
asfbr-2647	130	26	is	be	AUX
asfbr-2647	130	27	not	not	PART
asfbr-2647	130	28	the	the	DET
asfbr-2647	130	29	case	case	NOUN
asfbr-2647	130	30	.	.	PUNCT
asfbr-2647	131	1	therefore	therefore	ADV
asfbr-2647	131	2	,	,	PUNCT
asfbr-2647	131	3	it	it	PRON
asfbr-2647	131	4	can	can	AUX
asfbr-2647	131	5	be	be	AUX
asfbr-2647	131	6	inferred	infer	VERB
asfbr-2647	131	7	that	that	SCONJ
asfbr-2647	131	8	the	the	DET
asfbr-2647	131	9	springate	springate	ADJ
asfbr-2647	131	10	s	s	NOUN
asfbr-2647	131	11	-	-	PUNCT
asfbr-2647	131	12	score	score	NOUN
asfbr-2647	131	13	model	model	NOUN
asfbr-2647	131	14	yields	yield	VERB
asfbr-2647	131	15	correct	correct	ADJ
asfbr-2647	131	16	predictions	prediction	NOUN
asfbr-2647	131	17	for	for	ADP
asfbr-2647	131	18	26	26	NUM
asfbr-2647	131	19	samples	sample	NOUN
asfbr-2647	131	20	and	and	CCONJ
asfbr-2647	131	21	incorrect	incorrect	ADJ
asfbr-2647	131	22	predictions	prediction	NOUN
asfbr-2647	131	23	for	for	ADP
asfbr-2647	131	24	22	22	NUM
asfbr-2647	131	25	samples	sample	NOUN
asfbr-2647	131	26	.	.	PUNCT
asfbr-2647	132	1	the	the	DET
asfbr-2647	132	2	accuracy	accuracy	NOUN
asfbr-2647	132	3	level	level	NOUN
asfbr-2647	132	4	of	of	ADP
asfbr-2647	132	5	the	the	DET
asfbr-2647	132	6	springate	springate	ADJ
asfbr-2647	132	7	s	s	NOUN
asfbr-2647	132	8	-	-	PUNCT
asfbr-2647	132	9	score	score	NOUN
asfbr-2647	132	10	model	model	NOUN
asfbr-2647	132	11	is	be	AUX
asfbr-2647	132	12	50	50	NUM
asfbr-2647	132	13	%	%	NOUN
asfbr-2647	132	14	.	.	PUNCT
asfbr-2647	133	1	there	there	PRON
asfbr-2647	133	2	are	be	VERB
asfbr-2647	133	3	no	no	DET
asfbr-2647	133	4	errors	error	NOUN
asfbr-2647	133	5	in	in	ADP
asfbr-2647	133	6	this	this	DET
asfbr-2647	133	7	model	model	NOUN
asfbr-2647	133	8	for	for	ADP
asfbr-2647	133	9	error	error	NOUN
asfbr-2647	133	10	type	type	NOUN
asfbr-2647	133	11	i	i	PRON
asfbr-2647	133	12	,	,	PUNCT
asfbr-2647	133	13	while	while	SCONJ
asfbr-2647	133	14	error	error	NOUN
asfbr-2647	133	15	type	type	NOUN
asfbr-2647	133	16	ii	ii	PROPN
asfbr-2647	133	17	occurs	occur	VERB
asfbr-2647	133	18	at	at	ADP
asfbr-2647	133	19	a	a	DET
asfbr-2647	133	20	rate	rate	NOUN
asfbr-2647	133	21	of	of	ADP
asfbr-2647	133	22	50	50	NUM
asfbr-2647	133	23	%	%	NOUN
asfbr-2647	133	24	.	.	PUNCT
asfbr-2647	134	1			NOUN
asfbr-2647	134	2	calculation	calculation	NOUN
asfbr-2647	134	3	of	of	ADP
asfbr-2647	134	4	accuracy	accuracy	NOUN
asfbr-2647	134	5	and	and	CCONJ
asfbr-2647	134	6	error	error	NOUN
asfbr-2647	134	7	type	type	NOUN
asfbr-2647	134	8	of	of	ADP
asfbr-2647	134	9	the	the	DET
asfbr-2647	134	10	zmijewski	zmijewski	PROPN
asfbr-2647	134	11	model	model	NOUN
asfbr-2647	134	12	table	table	NOUN
asfbr-2647	134	13	5	5	NUM
asfbr-2647	134	14	.	.	PUNCT
asfbr-2647	134	15	zmijewski	zmijewski	PROPN
asfbr-2647	134	16	model	model	NOUN
asfbr-2647	134	17	error	error	NOUN
asfbr-2647	134	18	type	type	NOUN
asfbr-2647	134	19	recapitulation	recapitulation	NOUN
asfbr-2647	134	20	identification	identification	NOUN
asfbr-2647	134	21	prediction	prediction	NOUN
asfbr-2647	134	22	total	total	ADJ
asfbr-2647	134	23	distress	distress	NOUN
asfbr-2647	134	24	non	non	PROPN
asfbr-2647	134	25	distress	distress	NOUN
asfbr-2647	134	26	fact	fact	NOUN
asfbr-2647	134	27	distress	distress	NOUN
asfbr-2647	134	28	9	9	NUM
asfbr-2647	134	29	10	10	NUM
asfbr-2647	134	30	19	19	NUM
asfbr-2647	134	31	non	non	NOUN
asfbr-2647	134	32	distress	distress	NOUN
asfbr-2647	134	33	4	4	NUM
asfbr-2647	134	34	25	25	NUM
asfbr-2647	134	35	29	29	NUM
asfbr-2647	134	36	total	total	NOUN
asfbr-2647	134	37	13	13	NUM
asfbr-2647	134	38	35	35	NUM
asfbr-2647	134	39	48	48	NUM
asfbr-2647	134	40	accuracy	accuracy	NOUN
asfbr-2647	134	41	level	level	NOUN
asfbr-2647	134	42	test	test	NOUN
asfbr-2647	134	43	results	result	NOUN
asfbr-2647	134	44	accuracy	accuracy	NOUN
asfbr-2647	134	45	scores	score	NOUN
asfbr-2647	134	46	accuration	accuration	NOUN
asfbr-2647	134	47	70.83	70.83	NUM
asfbr-2647	134	48	%	%	NOUN
asfbr-2647	134	49	error	error	NOUN
asfbr-2647	134	50	type	type	NOUN
asfbr-2647	134	51	-	-	PUNCT
asfbr-2647	134	52	i	i	PRON
asfbr-2647	134	53	20.83	20.83	NUM
asfbr-2647	134	54	%	%	NOUN
asfbr-2647	134	55	error	error	NOUN
asfbr-2647	134	56	type	type	NOUN
asfbr-2647	134	57	-	-	PUNCT
asfbr-2647	134	58	ii	ii	NOUN
asfbr-2647	134	59	8.33	8.33	NUM
asfbr-2647	134	60	%	%	NOUN
asfbr-2647	134	61	source	source	NOUN
asfbr-2647	134	62	:	:	PUNCT
asfbr-2647	134	63	author	author	NOUN
asfbr-2647	134	64	’s	’s	PART
asfbr-2647	134	65	calculated	calculate	VERB
asfbr-2647	134	66	(	(	PUNCT
asfbr-2647	134	67	2025	2025	NUM
asfbr-2647	134	68	)	)	PUNCT
asfbr-2647	134	69	table	table	NOUN
asfbr-2647	134	70	5	5	NUM
asfbr-2647	134	71	shows	show	VERB
asfbr-2647	134	72	that	that	SCONJ
asfbr-2647	134	73	,	,	PUNCT
asfbr-2647	134	74	out	out	ADP
asfbr-2647	134	75	of	of	ADP
asfbr-2647	134	76	a	a	DET
asfbr-2647	134	77	total	total	NOUN
asfbr-2647	134	78	of	of	ADP
asfbr-2647	134	79	19	19	NUM
asfbr-2647	134	80	samples	sample	NOUN
asfbr-2647	134	81	in	in	ADP
asfbr-2647	134	82	category	category	NOUN
asfbr-2647	134	83	0	0	NUM
asfbr-2647	134	84	(	(	PUNCT
asfbr-2647	134	85	distress	distress	NOUN
asfbr-2647	134	86	)	)	PUNCT
asfbr-2647	134	87	,	,	PUNCT
asfbr-2647	134	88	the	the	DET
asfbr-2647	134	89	zmijewski	zmijewski	PROPN
asfbr-2647	134	90	model	model	NOUN
asfbr-2647	134	91	predicts	predict	VERB
asfbr-2647	134	92	that	that	SCONJ
asfbr-2647	134	93	nine	nine	NUM
asfbr-2647	134	94	samples	sample	NOUN
asfbr-2647	134	95	will	will	AUX
asfbr-2647	134	96	experience	experience	VERB
asfbr-2647	134	97	financial	financial	ADJ
asfbr-2647	134	98	distress	distress	NOUN
asfbr-2647	134	99	.	.	PUNCT
asfbr-2647	135	1	in	in	ADP
asfbr-2647	135	2	comparison	comparison	NOUN
asfbr-2647	135	3	,	,	PUNCT
asfbr-2647	135	4	the	the	DET
asfbr-2647	135	5	remaining	remain	VERB
asfbr-2647	135	6	10	10	NUM
asfbr-2647	135	7	samples	sample	NOUN
asfbr-2647	135	8	do	do	AUX
asfbr-2647	135	9	not	not	PART
asfbr-2647	135	10	exhibit	exhibit	VERB
asfbr-2647	135	11	financial	financial	ADJ
asfbr-2647	135	12	distress	distress	NOUN
asfbr-2647	135	13	.	.	PUNCT
asfbr-2647	136	1	therefore	therefore	ADV
asfbr-2647	136	2	,	,	PUNCT
asfbr-2647	136	3	there	there	PRON
asfbr-2647	136	4	is	be	VERB
asfbr-2647	136	5	an	an	DET
asfbr-2647	136	6	error	error	NOUN
asfbr-2647	136	7	in	in	ADP
asfbr-2647	136	8	10	10	NUM
asfbr-2647	136	9	samples	sample	NOUN
asfbr-2647	136	10	of	of	ADP
asfbr-2647	136	11	this	this	DET
asfbr-2647	136	12	model	model	NOUN
asfbr-2647	136	13	in	in	ADP
asfbr-2647	136	14	predicting	predict	VERB
asfbr-2647	136	15	samples	sample	NOUN
asfbr-2647	136	16	in	in	ADP
asfbr-2647	136	17	category	category	NOUN
asfbr-2647	136	18	0	0	NUM
asfbr-2647	136	19	(	(	PUNCT
asfbr-2647	136	20	distress	distress	NOUN
asfbr-2647	136	21	)	)	PUNCT
asfbr-2647	136	22	.	.	PUNCT
asfbr-2647	137	1	meanwhile	meanwhile	ADV
asfbr-2647	137	2	,	,	PUNCT
asfbr-2647	137	3	from	from	ADP
asfbr-2647	137	4	29	29	NUM
asfbr-2647	137	5	samples	sample	NOUN
asfbr-2647	137	6	in	in	ADP
asfbr-2647	137	7	category	category	NOUN
asfbr-2647	137	8	1	1	NUM
asfbr-2647	137	9	(	(	PUNCT
asfbr-2647	137	10	non	non	ADJ
asfbr-2647	137	11	-	-	NOUN
asfbr-2647	137	12	distress	distress	NOUN
asfbr-2647	137	13	)	)	PUNCT
asfbr-2647	137	14	,	,	PUNCT
asfbr-2647	137	15	the	the	DET
asfbr-2647	137	16	zmijewski	zmijewski	PROPN
asfbr-2647	137	17	model	model	NOUN
asfbr-2647	137	18	predicts	predict	VERB
asfbr-2647	137	19	that	that	SCONJ
asfbr-2647	137	20	25	25	NUM
asfbr-2647	137	21	samples	sample	NOUN
asfbr-2647	137	22	do	do	AUX
asfbr-2647	137	23	not	not	PART
asfbr-2647	137	24	indicate	indicate	VERB
asfbr-2647	137	25	financial	financial	ADJ
asfbr-2647	137	26	distress	distress	NOUN
asfbr-2647	137	27	,	,	PUNCT
asfbr-2647	137	28	and	and	CCONJ
asfbr-2647	137	29	four	four	NUM
asfbr-2647	137	30	other	other	ADJ
asfbr-2647	137	31	samples	sample	NOUN
asfbr-2647	137	32	experience	experience	VERB
asfbr-2647	137	33	financial	financial	ADJ
asfbr-2647	137	34	distress	distress	NOUN
asfbr-2647	137	35	.	.	PUNCT
asfbr-2647	138	1	therefore	therefore	ADV
asfbr-2647	138	2	,	,	PUNCT
asfbr-2647	138	3	there	there	PRON
asfbr-2647	138	4	is	be	VERB
asfbr-2647	138	5	an	an	DET
asfbr-2647	138	6	error	error	NOUN
asfbr-2647	138	7	in	in	ADP
asfbr-2647	138	8	this	this	DET
asfbr-2647	138	9	model	model	NOUN
asfbr-2647	138	10	,	,	PUNCT
asfbr-2647	138	11	as	as	SCONJ
asfbr-2647	138	12	it	it	PRON
asfbr-2647	138	13	predicts	predict	VERB
asfbr-2647	138	14	that	that	SCONJ
asfbr-2647	138	15	four	four	NUM
asfbr-2647	138	16	samples	sample	NOUN
asfbr-2647	138	17	will	will	AUX
asfbr-2647	138	18	experience	experience	VERB
asfbr-2647	138	19	financial	financial	ADJ
asfbr-2647	138	20	distress	distress	NOUN
asfbr-2647	138	21	,	,	PUNCT
asfbr-2647	138	22	whereas	whereas	SCONJ
asfbr-2647	138	23	in	in	ADP
asfbr-2647	138	24	reality	reality	NOUN
asfbr-2647	138	25	,	,	PUNCT
asfbr-2647	138	26	this	this	PRON
asfbr-2647	138	27	is	be	AUX
asfbr-2647	138	28	not	not	PART
asfbr-2647	138	29	the	the	DET
asfbr-2647	138	30	case	case	NOUN
asfbr-2647	138	31	.	.	PUNCT
asfbr-2647	139	1	the	the	DET
asfbr-2647	139	2	zmijewski	zmijewski	PROPN
asfbr-2647	139	3	model	model	NOUN
asfbr-2647	139	4	yields	yield	VERB
asfbr-2647	139	5	correct	correct	ADJ
asfbr-2647	139	6	predictions	prediction	NOUN
asfbr-2647	139	7	for	for	ADP
asfbr-2647	139	8	34	34	NUM
asfbr-2647	139	9	samples	sample	NOUN
asfbr-2647	139	10	and	and	CCONJ
asfbr-2647	139	11	incorrect	incorrect	ADJ
asfbr-2647	139	12	predictions	prediction	NOUN
asfbr-2647	139	13	for	for	ADP
asfbr-2647	139	14	14	14	NUM
asfbr-2647	139	15	samples	sample	NOUN
asfbr-2647	139	16	.	.	PUNCT
asfbr-2647	140	1	the	the	DET
asfbr-2647	140	2	accuracy	accuracy	NOUN
asfbr-2647	140	3	level	level	NOUN
asfbr-2647	140	4	of	of	ADP
asfbr-2647	140	5	the	the	DET
asfbr-2647	140	6	zmijewski	zmijewski	PROPN
asfbr-2647	140	7	model	model	NOUN
asfbr-2647	140	8	is	be	AUX
asfbr-2647	140	9	70.83	70.83	NUM
asfbr-2647	140	10	%	%	NOUN
asfbr-2647	140	11	.	.	PUNCT
asfbr-2647	141	1	the	the	DET
asfbr-2647	141	2	error	error	NOUN
asfbr-2647	141	3	rate	rate	NOUN
asfbr-2647	141	4	of	of	ADP
asfbr-2647	141	5	this	this	DET
asfbr-2647	141	6	model	model	NOUN
asfbr-2647	141	7	for	for	ADP
asfbr-2647	141	8	error	error	NOUN
asfbr-2647	141	9	type	type	NOUN
asfbr-2647	141	10	i	i	PRON
asfbr-2647	141	11	is	be	AUX
asfbr-2647	141	12	20.83	20.83	NUM
asfbr-2647	141	13	%	%	NOUN
asfbr-2647	141	14	,	,	PUNCT
asfbr-2647	141	15	while	while	SCONJ
asfbr-2647	141	16	the	the	DET
asfbr-2647	141	17	error	error	NOUN
asfbr-2647	141	18	rate	rate	NOUN
asfbr-2647	141	19	for	for	ADP
asfbr-2647	141	20	error	error	NOUN
asfbr-2647	141	21	type	type	NOUN
asfbr-2647	141	22	ii	ii	NOUN
asfbr-2647	141	23	is	be	AUX
asfbr-2647	141	24	8.33	8.33	NUM
asfbr-2647	141	25	%	%	NOUN
asfbr-2647	141	26	.	.	PUNCT
asfbr-2647	142	1			NOUN
asfbr-2647	142	2	summary	summary	NOUN
asfbr-2647	142	3	of	of	ADP
asfbr-2647	142	4	accuracy	accuracy	NOUN
asfbr-2647	142	5	and	and	CCONJ
asfbr-2647	142	6	error	error	NOUN
asfbr-2647	142	7	level	level	NOUN
asfbr-2647	142	8	test	test	NOUN
asfbr-2647	142	9	yields	yield	NOUN
asfbr-2647	142	10	table	table	NOUN
asfbr-2647	142	11	6	6	NUM
asfbr-2647	142	12	.	.	PUNCT
asfbr-2647	142	13	accuracy	accuracy	NOUN
asfbr-2647	142	14	and	and	CCONJ
asfbr-2647	142	15	error	error	NOUN
asfbr-2647	142	16	level	level	NOUN
asfbr-2647	142	17	test	test	NOUN
asfbr-2647	142	18	yields	yield	NOUN
asfbr-2647	142	19	(	(	PUNCT
asfbr-2647	142	20	recapitulation	recapitulation	NOUN
asfbr-2647	142	21	)	)	PUNCT
asfbr-2647	142	22	test	test	NOUN
asfbr-2647	142	23	result	result	NOUN
asfbr-2647	142	24	scoring	scoring	NOUN
asfbr-2647	142	25	model	model	NOUN
asfbr-2647	142	26	analysis	analysis	NOUN
asfbr-2647	142	27	altman	altman	PROPN
asfbr-2647	142	28	modified	modify	VERB
asfbr-2647	142	29	springate	springate	PROPN
asfbr-2647	142	30	zmijewski	zmijewski	PROPN
asfbr-2647	142	31	accuracy	accuracy	NOUN
asfbr-2647	142	32	level	level	NOUN
asfbr-2647	142	33	54.17	54.17	NUM
asfbr-2647	142	34	%	%	NOUN
asfbr-2647	142	35	50.00	50.00	NUM
asfbr-2647	142	36	%	%	NOUN
asfbr-2647	142	37	70.83	70.83	NUM
asfbr-2647	142	38	%	%	NOUN
asfbr-2647	142	39	error	error	NOUN
asfbr-2647	142	40	type	type	NOUN
asfbr-2647	142	41	-	-	PUNCT
asfbr-2647	142	42	i	i	PRON
asfbr-2647	142	43	14.58	14.58	NUM
asfbr-2647	142	44	%	%	NOUN
asfbr-2647	142	45	0.00	0.00	NUM
asfbr-2647	142	46	%	%	NOUN
asfbr-2647	142	47	20.83	20.83	NUM
asfbr-2647	142	48	%	%	NOUN
asfbr-2647	142	49	error	error	NOUN
asfbr-2647	142	50	type	type	NOUN
asfbr-2647	142	51	-	-	PUNCT
asfbr-2647	142	52	ii	ii	NOUN
asfbr-2647	142	53	31.25	31.25	NUM
asfbr-2647	142	54	%	%	NOUN
asfbr-2647	142	55	50.00	50.00	NUM
asfbr-2647	142	56	%	%	NOUN
asfbr-2647	142	57	8.33	8.33	NUM
asfbr-2647	142	58	%	%	NOUN
asfbr-2647	142	59	source	source	NOUN
asfbr-2647	142	60	:	:	PUNCT
asfbr-2647	142	61	author	author	NOUN
asfbr-2647	142	62	’s	’s	PART
asfbr-2647	142	63	calculated	calculate	VERB
asfbr-2647	142	64	(	(	PUNCT
asfbr-2647	142	65	2025	2025	NUM
asfbr-2647	142	66	)	)	PUNCT
asfbr-2647	142	67	the	the	DET
asfbr-2647	142	68	yields	yield	NOUN
asfbr-2647	142	69	of	of	ADP
asfbr-2647	142	70	the	the	DET
asfbr-2647	142	71	study	study	NOUN
asfbr-2647	142	72	conducted	conduct	VERB
asfbr-2647	142	73	on	on	ADP
asfbr-2647	142	74	transportation	transportation	NOUN
asfbr-2647	142	75	sub	sub	ADJ
asfbr-2647	142	76	-	-	ADJ
asfbr-2647	142	77	sector	sector	ADJ
asfbr-2647	142	78	firms	firm	NOUN
asfbr-2647	142	79	registered	register	VERB
asfbr-2647	142	80	on	on	ADP
asfbr-2647	142	81	the	the	DET
asfbr-2647	142	82	indonesia	indonesia	PROPN
asfbr-2647	142	83	stock	stock	PROPN
asfbr-2647	142	84	exchange	exchange	PROPN
asfbr-2647	142	85	over	over	ADP
asfbr-2647	142	86	four	four	NUM
asfbr-2647	142	87	periods	period	NOUN
asfbr-2647	142	88	indicate	indicate	VERB
asfbr-2647	142	89	that	that	SCONJ
asfbr-2647	142	90	the	the	DET
asfbr-2647	142	91	altman	altman	NOUN
asfbr-2647	142	92	modified	modify	VERB
asfbr-2647	142	93	z	z	ADJ
asfbr-2647	142	94	-	-	PUNCT
asfbr-2647	142	95	score	score	NOUN
asfbr-2647	142	96	prediction	prediction	NOUN
asfbr-2647	142	97	method	method	NOUN
asfbr-2647	142	98	ranks	rank	VERB
asfbr-2647	142	99	second	second	ADV
asfbr-2647	142	100	as	as	ADP
asfbr-2647	142	101	a	a	DET
asfbr-2647	142	102	suitable	suitable	ADJ
asfbr-2647	142	103	method	method	NOUN
asfbr-2647	142	104	for	for	ADP
asfbr-2647	142	105	measuring	measure	VERB
asfbr-2647	142	106	financial	financial	ADJ
asfbr-2647	142	107	distress	distress	NOUN
asfbr-2647	142	108	in	in	ADP
asfbr-2647	142	109	transportation	transportation	NOUN
asfbr-2647	142	110	sub	sub	ADJ
asfbr-2647	142	111	-	-	ADJ
asfbr-2647	142	112	sector	sector	ADJ
asfbr-2647	142	113	firms	firm	NOUN
asfbr-2647	142	114	,	,	PUNCT
asfbr-2647	142	115	with	with	ADP
asfbr-2647	142	116	an	an	DET
asfbr-2647	142	117	accuracy	accuracy	NOUN
asfbr-2647	142	118	rate	rate	NOUN
asfbr-2647	142	119	of	of	ADP
asfbr-2647	142	120	54.17	54.17	NUM
asfbr-2647	142	121	%	%	NOUN
asfbr-2647	142	122	and	and	CCONJ
asfbr-2647	142	123	an	an	DET
asfbr-2647	142	124	error	error	NOUN
asfbr-2647	142	125	rate	rate	NOUN
asfbr-2647	142	126	below	below	ADP
asfbr-2647	142	127	35	35	NUM
asfbr-2647	142	128	%	%	NOUN
asfbr-2647	142	129	.	.	PUNCT
asfbr-2647	143	1	in	in	ADP
asfbr-2647	143	2	contrast	contrast	NOUN
asfbr-2647	143	3	,	,	PUNCT
asfbr-2647	143	4	the	the	DET
asfbr-2647	143	5	highest	high	ADJ
asfbr-2647	143	6	accuracy	accuracy	NOUN
asfbr-2647	143	7	rate	rate	NOUN
asfbr-2647	143	8	is	be	AUX
asfbr-2647	143	9	obtained	obtain	VERB
asfbr-2647	143	10	from	from	ADP
asfbr-2647	143	11	the	the	DET
asfbr-2647	143	12	zmijewski	zmijewski	PROPN
asfbr-2647	143	13	prediction	prediction	NOUN
asfbr-2647	143	14	method	method	NOUN
asfbr-2647	143	15	calculation	calculation	NOUN
asfbr-2647	143	16	,	,	PUNCT
asfbr-2647	143	17	while	while	SCONJ
asfbr-2647	143	18	the	the	DET
asfbr-2647	143	19	springate	springate	ADJ
asfbr-2647	143	20	method	method	NOUN
asfbr-2647	143	21	yields	yield	VERB
asfbr-2647	143	22	the	the	DET
asfbr-2647	143	23	lowest	low	ADJ
asfbr-2647	143	24	accuracy	accuracy	NOUN
asfbr-2647	143	25	rate	rate	NOUN
asfbr-2647	143	26	among	among	ADP
asfbr-2647	143	27	the	the	DET
asfbr-2647	143	28	three	three	NUM
asfbr-2647	143	29	.	.	PUNCT
asfbr-2647	144	1	these	these	DET
asfbr-2647	144	2	findings	finding	NOUN
asfbr-2647	144	3	are	be	AUX
asfbr-2647	144	4	consistent	consistent	ADJ
asfbr-2647	144	5	with	with	ADP
asfbr-2647	144	6	those	those	PRON
asfbr-2647	144	7	of	of	ADP
asfbr-2647	144	8	robiansyah	robiansyah	NOUN
asfbr-2647	144	9	et	et	PROPN
asfbr-2647	144	10	al	al	PROPN
asfbr-2647	144	11	.	.	PROPN
asfbr-2647	145	1	(	(	PUNCT
asfbr-2647	145	2	2022	2022	NUM
asfbr-2647	145	3	)	)	PUNCT
asfbr-2647	145	4	,	,	PUNCT
asfbr-2647	145	5	who	who	PRON
asfbr-2647	145	6	concluded	conclude	VERB
asfbr-2647	145	7	that	that	SCONJ
asfbr-2647	145	8	the	the	DET
asfbr-2647	145	9	springate	springate	ADJ
asfbr-2647	145	10	model	model	NOUN
asfbr-2647	145	11	is	be	AUX
asfbr-2647	145	12	not	not	PART
asfbr-2647	145	13	suitable	suitable	ADJ
asfbr-2647	145	14	for	for	ADP
asfbr-2647	145	15	predicting	predict	VERB
asfbr-2647	145	16	corporate	corporate	ADJ
asfbr-2647	145	17	bankruptcy	bankruptcy	NOUN
asfbr-2647	145	18	,	,	PUNCT
asfbr-2647	145	19	as	as	SCONJ
asfbr-2647	145	20	it	it	PRON
asfbr-2647	145	21	has	have	VERB
asfbr-2647	145	22	no	no	DET
asfbr-2647	145	23	statistically	statistically	ADV
asfbr-2647	145	24	significant	significant	ADJ
asfbr-2647	145	25	effect	effect	NOUN
asfbr-2647	145	26	on	on	ADP
asfbr-2647	145	27	manufacturing	manufacture	VERB
asfbr-2647	145	28	companies	company	NOUN
asfbr-2647	145	29	.	.	PUNCT
asfbr-2647	146	1	additionally	additionally	ADV
asfbr-2647	146	2	,	,	PUNCT
asfbr-2647	146	3	it	it	PRON
asfbr-2647	146	4	states	state	VERB
asfbr-2647	146	5	that	that	SCONJ
asfbr-2647	146	6	the	the	DET
asfbr-2647	146	7	zmijewski	zmijewski	PROPN
asfbr-2647	146	8	model	model	NOUN
asfbr-2647	146	9	is	be	AUX
asfbr-2647	146	10	the	the	DET
asfbr-2647	146	11	most	most	ADV
asfbr-2647	146	12	accurate	accurate	ADJ
asfbr-2647	146	13	,	,	PUNCT
asfbr-2647	146	14	producing	produce	VERB
asfbr-2647	146	15	a	a	DET
asfbr-2647	146	16	high	high	ADJ
asfbr-2647	146	17	level	level	NOUN
asfbr-2647	146	18	of	of	ADP
asfbr-2647	146	19	accuracy	accuracy	NOUN
asfbr-2647	146	20	of	of	ADP
asfbr-2647	146	21	94.5	94.5	NUM
asfbr-2647	146	22	%	%	NOUN
asfbr-2647	146	23	in	in	ADP
asfbr-2647	146	24	hotels	hotel	NOUN
asfbr-2647	146	25	,	,	PUNCT
asfbr-2647	146	26	restaurants	restaurant	NOUN
asfbr-2647	146	27	,	,	PUNCT
asfbr-2647	146	28	and	and	CCONJ
asfbr-2647	146	29	tourism	tourism	NOUN
asfbr-2647	146	30	sub	sub	ADJ
asfbr-2647	146	31	-	-	ADJ
asfbr-2647	146	32	sector	sector	ADJ
asfbr-2647	146	33	companies	company	NOUN
asfbr-2647	146	34	(	(	PUNCT
asfbr-2647	146	35	meilawati	meilawati	ADJ
asfbr-2647	146	36	,	,	PUNCT
asfbr-2647	146	37	damayanti	damayanti	NOUN
asfbr-2647	146	38	,	,	PUNCT
asfbr-2647	146	39	&	&	CCONJ
asfbr-2647	146	40	ilhami	ilhami	NOUN
asfbr-2647	146	41	,	,	PUNCT
asfbr-2647	146	42	2023	2023	NUM
asfbr-2647	146	43	)	)	PUNCT
asfbr-2647	146	44	.	.	PUNCT
asfbr-2647	147	1	the	the	DET
asfbr-2647	147	2	zmijewski	zmijewski	PROPN
asfbr-2647	147	3	model	model	NOUN
asfbr-2647	147	4	is	be	AUX
asfbr-2647	147	5	widely	widely	ADV
asfbr-2647	147	6	exploited	exploit	VERB
asfbr-2647	147	7	to	to	PART
asfbr-2647	147	8	measure	measure	VERB
asfbr-2647	147	9	firm	firm	ADJ
asfbr-2647	147	10	performance	performance	NOUN
asfbr-2647	147	11	and	and	CCONJ
asfbr-2647	147	12	investments	investment	NOUN
asfbr-2647	147	13	utilizing	utilize	VERB
asfbr-2647	147	14	company	company	NOUN
asfbr-2647	147	15	financial	financial	ADJ
asfbr-2647	147	16	ratio	ratio	NOUN
asfbr-2647	147	17	analysis	analysis	NOUN
asfbr-2647	147	18	.	.	PUNCT
asfbr-2647	148	1	conclusions	conclusion	NOUN
asfbr-2647	148	2	this	this	DET
asfbr-2647	148	3	study	study	NOUN
asfbr-2647	148	4	investigates	investigate	VERB
asfbr-2647	148	5	to	to	PART
asfbr-2647	148	6	wants	want	VERB
asfbr-2647	148	7	to	to	PART
asfbr-2647	148	8	find	find	VERB
asfbr-2647	148	9	out	out	ADP
asfbr-2647	148	10	the	the	DET
asfbr-2647	148	11	differences	difference	NOUN
asfbr-2647	148	12	in	in	ADP
asfbr-2647	148	13	the	the	DET
asfbr-2647	148	14	level	level	NOUN
asfbr-2647	148	15	of	of	ADP
asfbr-2647	148	16	model	model	NOUN
asfbr-2647	148	17	accuracy	accuracy	NOUN
asfbr-2647	148	18	among	among	ADP
asfbr-2647	148	19	the	the	DET
asfbr-2647	148	20	modified	modify	VERB
asfbr-2647	148	21	altman	altman	NOUN
asfbr-2647	148	22	prediction	prediction	NOUN
asfbr-2647	148	23	(	(	PUNCT
asfbr-2647	148	24	z	z	NOUN
asfbr-2647	148	25	-	-	PUNCT
asfbr-2647	148	26	score	score	NOUN
asfbr-2647	148	27	)	)	PUNCT
asfbr-2647	148	28	,	,	PUNCT
asfbr-2647	148	29	springate	springate	VERB
asfbr-2647	148	30	(	(	PUNCT
asfbr-2647	148	31	s	s	NOUN
asfbr-2647	148	32	-	-	NOUN
asfbr-2647	148	33	score	score	NOUN
asfbr-2647	148	34	)	)	PUNCT
asfbr-2647	148	35	,	,	PUNCT
asfbr-2647	148	36	and	and	CCONJ
asfbr-2647	148	37	zmijewski	zmijewski	PROPN
asfbr-2647	148	38	prediction	prediction	NOUN
asfbr-2647	148	39	models	model	NOUN
asfbr-2647	148	40	in	in	ADP
asfbr-2647	148	41	predicting	predict	VERB
asfbr-2647	148	42	financial	financial	ADJ
asfbr-2647	148	43	distress	distress	NOUN
asfbr-2647	148	44	as	as	ADP
asfbr-2647	148	45	a	a	DET
asfbr-2647	148	46	model	model	NOUN
asfbr-2647	148	47	of	of	ADP
asfbr-2647	148	48	predicting	predict	VERB
asfbr-2647	148	49	operational	operational	ADJ
asfbr-2647	148	50	management	management	NOUN
asfbr-2647	148	51	and	and	CCONJ
asfbr-2647	148	52	investment	investment	NOUN
asfbr-2647	148	53	performance	performance	NOUN
asfbr-2647	148	54	benchmarks	benchmark	NOUN
asfbr-2647	148	55	from	from	ADP
asfbr-2647	148	56	transportation	transportation	NOUN
asfbr-2647	148	57	sub	sub	ADJ
asfbr-2647	148	58	-	-	ADJ
asfbr-2647	148	59	sectors	sectors	ADJ
asfbr-2647	148	60	firms	firm	NOUN
asfbr-2647	148	61	registered	register	VERB
asfbr-2647	148	62	on	on	ADP
asfbr-2647	148	63	the	the	DET
asfbr-2647	148	64	indonesia	indonesia	PROPN
asfbr-2647	148	65	stock	stock	PROPN
asfbr-2647	148	66	exchange	exchange	PROPN
asfbr-2647	148	67	(	(	PUNCT
asfbr-2647	148	68	idx	idx	PROPN
asfbr-2647	148	69	)	)	PUNCT
asfbr-2647	148	70	for	for	ADP
asfbr-2647	148	71	the	the	DET
asfbr-2647	148	72	4	4	NUM
asfbr-2647	148	73	-	-	PUNCT
asfbr-2647	148	74	periods	period	NOUN
asfbr-2647	148	75	,	,	PUNCT
asfbr-2647	148	76	it	it	PRON
asfbr-2647	148	77	can	can	AUX
asfbr-2647	148	78	be	be	AUX
asfbr-2647	148	79	drawn	draw	VERB
asfbr-2647	148	80	:	:	PUNCT
asfbr-2647	148	81	(	(	PUNCT
asfbr-2647	148	82	1	1	X
asfbr-2647	148	83	)	)	PUNCT
asfbr-2647	148	84	from	from	ADP
asfbr-2647	148	85	the	the	DET
asfbr-2647	148	86	assessment	assessment	NOUN
asfbr-2647	148	87	of	of	ADP
asfbr-2647	148	88	the	the	DET
asfbr-2647	148	89	altman	altman	NOUN
asfbr-2647	148	90	modified	modify	VERB
asfbr-2647	148	91	z	z	ADJ
asfbr-2647	148	92	-	-	PUNCT
asfbr-2647	148	93	score	score	NOUN
asfbr-2647	148	94	model	model	NOUN
asfbr-2647	148	95	analysis	analysis	NOUN
asfbr-2647	148	96	,	,	PUNCT
asfbr-2647	148	97	it	it	PRON
asfbr-2647	148	98	accurately	accurately	ADV
asfbr-2647	148	99	predicts	predict	VERB
asfbr-2647	148	100	26	26	NUM
asfbr-2647	148	101	samples	sample	NOUN
asfbr-2647	148	102	out	out	ADP
asfbr-2647	148	103	of	of	ADP
asfbr-2647	148	104	48	48	NUM
asfbr-2647	148	105	existing	exist	VERB
asfbr-2647	148	106	samples	sample	NOUN
asfbr-2647	148	107	so	so	SCONJ
asfbr-2647	148	108	that	that	SCONJ
asfbr-2647	148	109	it	it	PRON
asfbr-2647	148	110	has	have	VERB
asfbr-2647	148	111	an	an	DET
asfbr-2647	148	112	accuracy	accuracy	NOUN
asfbr-2647	148	113	level	level	NOUN
asfbr-2647	148	114	of	of	ADP
asfbr-2647	148	115	54.17	54.17	NUM
asfbr-2647	148	116	%	%	NOUN
asfbr-2647	148	117	.	.	PUNCT
asfbr-2647	149	1	(	(	PUNCT
asfbr-2647	149	2	2	2	NUM
asfbr-2647	149	3	)	)	PUNCT
asfbr-2647	149	4	from	from	ADP
asfbr-2647	149	5	the	the	DET
asfbr-2647	149	6	assessment	assessment	NOUN
asfbr-2647	149	7	of	of	ADP
asfbr-2647	149	8	the	the	DET
asfbr-2647	149	9	springate	springate	ADJ
asfbr-2647	149	10	s	s	NOUN
asfbr-2647	149	11	-	-	PUNCT
asfbr-2647	149	12	score	score	NOUN
asfbr-2647	149	13	model	model	NOUN
asfbr-2647	149	14	analysis	analysis	NOUN
asfbr-2647	149	15	,	,	PUNCT
asfbr-2647	149	16	it	it	PRON
asfbr-2647	149	17	accurately	accurately	ADV
asfbr-2647	149	18	predicts	predict	VERB
asfbr-2647	149	19	24	24	NUM
asfbr-2647	149	20	samples	sample	NOUN
asfbr-2647	149	21	out	out	ADP
asfbr-2647	149	22	of	of	ADP
asfbr-2647	149	23	48	48	NUM
asfbr-2647	149	24	existing	exist	VERB
asfbr-2647	149	25	samples	sample	NOUN
asfbr-2647	149	26	,	,	PUNCT
asfbr-2647	149	27	so	so	SCONJ
asfbr-2647	149	28	that	that	SCONJ
asfbr-2647	149	29	it	it	PRON
asfbr-2647	149	30	has	have	VERB
asfbr-2647	149	31	an	an	DET
asfbr-2647	149	32	accuracy	accuracy	NOUN
asfbr-2647	149	33	level	level	NOUN
asfbr-2647	149	34	of	of	ADP
asfbr-2647	149	35	50	50	NUM
asfbr-2647	149	36	%	%	NOUN
asfbr-2647	149	37	.	.	PUNCT
asfbr-2647	150	1	(	(	PUNCT
asfbr-2647	150	2	3	3	X
asfbr-2647	150	3	)	)	PUNCT
asfbr-2647	150	4	while	while	SCONJ
asfbr-2647	150	5	the	the	DET
asfbr-2647	150	6	assessment	assessment	NOUN
asfbr-2647	150	7	of	of	ADP
asfbr-2647	150	8	the	the	DET
asfbr-2647	150	9	zmijewski	zmijewski	PROPN
asfbr-2647	150	10	model	model	PROPN
asfbr-2647	150	11	analysis	analysis	PROPN
asfbr-2647	150	12	alang	alang	PROPN
asfbr-2647	150	13	,	,	PUNCT
asfbr-2647	150	14	asian	asian	ADJ
asfbr-2647	150	15	finance	finance	PROPN
asfbr-2647	150	16	&	&	CCONJ
asfbr-2647	150	17	banking	banking	NOUN
asfbr-2647	150	18	review	review	NOUN
asfbr-2647	150	19	9(1	9(1	NUM
asfbr-2647	150	20	)	)	PUNCT
asfbr-2647	150	21	(	(	PUNCT
asfbr-2647	150	22	2025	2025	NUM
asfbr-2647	150	23	)	)	PUNCT
asfbr-2647	150	24	,	,	PUNCT
asfbr-2647	150	25	1	1	NUM
asfbr-2647	150	26	-	-	SYM
asfbr-2647	150	27	8	8	NUM
asfbr-2647	150	28	7	7	NUM
asfbr-2647	150	29	accurately	accurately	ADV
asfbr-2647	150	30	predicts	predict	VERB
asfbr-2647	150	31	34	34	NUM
asfbr-2647	150	32	samples	sample	NOUN
asfbr-2647	150	33	out	out	ADP
asfbr-2647	150	34	of	of	ADP
asfbr-2647	150	35	48	48	NUM
asfbr-2647	150	36	existing	exist	VERB
asfbr-2647	150	37	samples	sample	NOUN
asfbr-2647	150	38	,	,	PUNCT
asfbr-2647	150	39	it	it	PRON
asfbr-2647	150	40	has	have	VERB
asfbr-2647	150	41	an	an	DET
asfbr-2647	150	42	accuracy	accuracy	NOUN
asfbr-2647	150	43	level	level	NOUN
asfbr-2647	150	44	of	of	ADP
asfbr-2647	150	45	70.83	70.83	NUM
asfbr-2647	150	46	%	%	NOUN
asfbr-2647	150	47	.	.	PUNCT
asfbr-2647	151	1	the	the	DET
asfbr-2647	151	2	conclusion	conclusion	NOUN
asfbr-2647	151	3	from	from	ADP
asfbr-2647	151	4	three	three	NUM
asfbr-2647	151	5	model	model	NOUN
asfbr-2647	151	6	bankruptcies	bankruptcy	NOUN
asfbr-2647	151	7	is	be	AUX
asfbr-2647	151	8	that	that	SCONJ
asfbr-2647	151	9	the	the	DET
asfbr-2647	151	10	zmijewski	zmijewski	PROPN
asfbr-2647	151	11	model	model	NOUN
asfbr-2647	151	12	is	be	AUX
asfbr-2647	151	13	the	the	DET
asfbr-2647	151	14	most	most	ADV
asfbr-2647	151	15	appropriate	appropriate	ADJ
asfbr-2647	151	16	for	for	SCONJ
asfbr-2647	151	17	firms	firm	NOUN
asfbr-2647	151	18	to	to	PART
asfbr-2647	151	19	use	use	VERB
asfbr-2647	151	20	if	if	SCONJ
asfbr-2647	151	21	they	they	PRON
asfbr-2647	151	22	want	want	VERB
asfbr-2647	151	23	to	to	PART
asfbr-2647	151	24	attract	attract	VERB
asfbr-2647	151	25	potential	potential	ADJ
asfbr-2647	151	26	investors	investor	NOUN
asfbr-2647	151	27	to	to	PART
asfbr-2647	151	28	invest	invest	VERB
asfbr-2647	151	29	,	,	PUNCT
asfbr-2647	151	30	and	and	CCONJ
asfbr-2647	151	31	is	be	AUX
asfbr-2647	151	32	used	use	VERB
asfbr-2647	151	33	to	to	PART
asfbr-2647	151	34	determine	determine	VERB
asfbr-2647	151	35	the	the	DET
asfbr-2647	151	36	prediction	prediction	NOUN
asfbr-2647	151	37	of	of	ADP
asfbr-2647	151	38	financial	financial	ADJ
asfbr-2647	151	39	distress	distress	NOUN
asfbr-2647	151	40	as	as	ADP
asfbr-2647	151	41	a	a	DET
asfbr-2647	151	42	method	method	NOUN
asfbr-2647	151	43	for	for	ADP
asfbr-2647	151	44	predicting	predict	VERB
asfbr-2647	151	45	the	the	DET
asfbr-2647	151	46	benchmark	benchmark	NOUN
asfbr-2647	151	47	for	for	ADP
asfbr-2647	151	48	the	the	DET
asfbr-2647	151	49	quality	quality	NOUN
asfbr-2647	151	50	of	of	ADP
asfbr-2647	151	51	operational	operational	ADJ
asfbr-2647	151	52	and	and	CCONJ
asfbr-2647	151	53	investment	investment	NOUN
asfbr-2647	151	54	companies	company	NOUN
asfbr-2647	151	55	in	in	ADP
asfbr-2647	151	56	the	the	DET
asfbr-2647	151	57	transportation	transportation	NOUN
asfbr-2647	151	58	sub	sub	ADJ
asfbr-2647	151	59	-	-	ADJ
asfbr-2647	151	60	sectors	sectors	ADJ
asfbr-2647	151	61	firms	firm	NOUN
asfbr-2647	151	62	registered	register	VERB
asfbr-2647	151	63	on	on	ADP
asfbr-2647	151	64	the	the	DET
asfbr-2647	151	65	idx	idx	NOUN
asfbr-2647	151	66	for	for	ADP
asfbr-2647	151	67	the	the	DET
asfbr-2647	151	68	4	4	NUM
asfbr-2647	151	69	-	-	PUNCT
asfbr-2647	151	70	periods	period	NOUN
asfbr-2647	151	71	.	.	PUNCT
asfbr-2647	152	1	this	this	DET
asfbr-2647	152	2	study	study	NOUN
asfbr-2647	152	3	has	have	VERB
asfbr-2647	152	4	the	the	DET
asfbr-2647	152	5	drawback	drawback	NOUN
asfbr-2647	152	6	of	of	ADP
asfbr-2647	152	7	producing	produce	VERB
asfbr-2647	152	8	the	the	DET
asfbr-2647	152	9	lowest	low	ADJ
asfbr-2647	152	10	model	model	NOUN
asfbr-2647	152	11	accuracy	accuracy	NOUN
asfbr-2647	152	12	percentage	percentage	NOUN
asfbr-2647	152	13	compared	compare	VERB
asfbr-2647	152	14	to	to	ADP
asfbr-2647	152	15	the	the	DET
asfbr-2647	152	16	previous	previous	ADJ
asfbr-2647	152	17	studies	study	NOUN
asfbr-2647	152	18	referred	refer	VERB
asfbr-2647	152	19	to	to	ADP
asfbr-2647	152	20	,	,	PUNCT
asfbr-2647	152	21	and	and	CCONJ
asfbr-2647	152	22	also	also	ADV
asfbr-2647	152	23	,	,	PUNCT
asfbr-2647	152	24	the	the	DET
asfbr-2647	152	25	total	total	ADJ
asfbr-2647	152	26	number	number	NOUN
asfbr-2647	152	27	of	of	ADP
asfbr-2647	152	28	samples	sample	NOUN
asfbr-2647	152	29	observed	observe	VERB
asfbr-2647	152	30	to	to	PART
asfbr-2647	152	31	predict	predict	VERB
asfbr-2647	152	32	the	the	DET
asfbr-2647	152	33	three	three	NUM
asfbr-2647	152	34	models	model	NOUN
asfbr-2647	152	35	tested	test	VERB
asfbr-2647	152	36	was	be	AUX
asfbr-2647	152	37	small	small	ADJ
asfbr-2647	152	38	.	.	PUNCT
asfbr-2647	153	1	this	this	DET
asfbr-2647	153	2	study	study	NOUN
asfbr-2647	153	3	suggests	suggest	VERB
asfbr-2647	153	4	that	that	SCONJ
asfbr-2647	153	5	additional	additional	ADJ
asfbr-2647	153	6	financial	financial	ADJ
asfbr-2647	153	7	distress	distress	NOUN
asfbr-2647	153	8	prediction	prediction	NOUN
asfbr-2647	153	9	models	model	NOUN
asfbr-2647	153	10	,	,	PUNCT
asfbr-2647	153	11	such	such	ADJ
asfbr-2647	153	12	as	as	ADP
asfbr-2647	153	13	ohlson	ohlson	NOUN
asfbr-2647	153	14	,	,	PUNCT
asfbr-2647	153	15	grover	grover	NOUN
asfbr-2647	153	16	,	,	PUNCT
asfbr-2647	153	17	and	and	CCONJ
asfbr-2647	153	18	others	other	NOUN
asfbr-2647	153	19	,	,	PUNCT
asfbr-2647	153	20	can	can	AUX
asfbr-2647	153	21	be	be	AUX
asfbr-2647	153	22	used	use	VERB
asfbr-2647	153	23	to	to	PART
asfbr-2647	153	24	compare	compare	VERB
asfbr-2647	153	25	and	and	CCONJ
asfbr-2647	153	26	contrast	contrast	VERB
asfbr-2647	153	27	the	the	DET
asfbr-2647	153	28	results	result	NOUN
asfbr-2647	153	29	of	of	ADP
asfbr-2647	153	30	financial	financial	ADJ
asfbr-2647	153	31	distress	distress	NOUN
asfbr-2647	153	32	analyses	analysis	NOUN
asfbr-2647	153	33	.	.	PUNCT
asfbr-2647	154	1	the	the	DET
asfbr-2647	154	2	sample	sample	NOUN
asfbr-2647	154	3	should	should	AUX
asfbr-2647	154	4	be	be	AUX
asfbr-2647	154	5	expanded	expand	VERB
asfbr-2647	154	6	in	in	ADP
asfbr-2647	154	7	future	future	ADJ
asfbr-2647	154	8	studies	study	NOUN
asfbr-2647	154	9	.	.	PUNCT
asfbr-2647	155	1	author	author	NOUN
asfbr-2647	155	2	contributions	contribution	NOUN
asfbr-2647	155	3	:	:	PUNCT
asfbr-2647	155	4	conceptualization	conceptualization	NOUN
asfbr-2647	155	5	,	,	PUNCT
asfbr-2647	155	6	s.a	s.a	PROPN
asfbr-2647	155	7	.	.	PROPN
asfbr-2647	155	8	;	;	PUNCT
asfbr-2647	155	9	methodology	methodology	PROPN
asfbr-2647	155	10	,	,	PUNCT
asfbr-2647	155	11	s.a	s.a	PROPN
asfbr-2647	155	12	.	.	PROPN
asfbr-2647	155	13	;	;	PUNCT
asfbr-2647	155	14	software	software	PROPN
asfbr-2647	155	15	,	,	PUNCT
asfbr-2647	155	16	s.a	s.a	PROPN
asfbr-2647	155	17	.	.	PROPN
asfbr-2647	155	18	;	;	PUNCT
asfbr-2647	155	19	validation	validation	NOUN
asfbr-2647	155	20	,	,	PUNCT
asfbr-2647	155	21	s.a	s.a	PROPN
asfbr-2647	155	22	.	.	PROPN
asfbr-2647	155	23	;	;	PUNCT
asfbr-2647	155	24	formal	formal	ADJ
asfbr-2647	155	25	analysis	analysis	NOUN
asfbr-2647	155	26	,	,	PUNCT
asfbr-2647	155	27	s.a	s.a	PROPN
asfbr-2647	155	28	.	.	PROPN
asfbr-2647	155	29	;	;	PUNCT
asfbr-2647	155	30	investigation	investigation	NOUN
asfbr-2647	155	31	,	,	PUNCT
asfbr-2647	155	32	s.a	s.a	PROPN
asfbr-2647	155	33	.	.	PROPN
asfbr-2647	155	34	;	;	PUNCT
asfbr-2647	155	35	resources	resource	NOUN
asfbr-2647	155	36	,	,	PUNCT
asfbr-2647	155	37	s.a	s.a	PROPN
asfbr-2647	155	38	.	.	PROPN
asfbr-2647	155	39	;	;	PUNCT
asfbr-2647	155	40	data	datum	NOUN
asfbr-2647	155	41	curation	curation	NOUN
asfbr-2647	155	42	,	,	PUNCT
asfbr-2647	155	43	s.a	s.a	PROPN
asfbr-2647	155	44	.	.	PROPN
asfbr-2647	155	45	;	;	PUNCT
asfbr-2647	155	46	writing	write	VERB
asfbr-2647	155	47	–	–	PUNCT
asfbr-2647	155	48	original	original	ADJ
asfbr-2647	155	49	draft	draft	NOUN
asfbr-2647	155	50	preparation	preparation	NOUN
asfbr-2647	155	51	,	,	PUNCT
asfbr-2647	155	52	s.a	s.a	PROPN
asfbr-2647	155	53	.	.	PROPN
asfbr-2647	155	54	;	;	PUNCT
asfbr-2647	155	55	writing	write	VERB
asfbr-2647	155	56	–	–	PUNCT
asfbr-2647	155	57	review	review	NOUN
asfbr-2647	155	58	&	&	CCONJ
asfbr-2647	155	59	editing	editing	PROPN
asfbr-2647	155	60	,	,	PUNCT
asfbr-2647	155	61	s.a	s.a	PROPN
asfbr-2647	155	62	.	.	PROPN
asfbr-2647	155	63	;	;	PUNCT
asfbr-2647	155	64	visualization	visualization	NOUN
asfbr-2647	155	65	,	,	PUNCT
asfbr-2647	155	66	s.a	s.a	PROPN
asfbr-2647	155	67	.	.	PROPN
asfbr-2647	155	68	;	;	PUNCT
asfbr-2647	156	1	supervision	supervision	NOUN
asfbr-2647	156	2	,	,	PUNCT
asfbr-2647	156	3	s.a	s.a	PROPN
asfbr-2647	156	4	.	.	PROPN
asfbr-2647	156	5	;	;	PUNCT
asfbr-2647	156	6	project	project	NOUN
asfbr-2647	156	7	administration	administration	PROPN
asfbr-2647	156	8	,	,	PUNCT
asfbr-2647	156	9	s.a	s.a	PROPN
asfbr-2647	156	10	.	.	PROPN
asfbr-2647	156	11	;	;	PUNCT
asfbr-2647	156	12	funding	funding	NOUN
asfbr-2647	156	13	acquisition	acquisition	NOUN
asfbr-2647	156	14	,	,	PUNCT
asfbr-2647	156	15	s.a	s.a	PROPN
asfbr-2647	156	16	.	.	PROPN
asfbr-2647	156	17	authors	author	NOUN
asfbr-2647	156	18	have	have	AUX
asfbr-2647	156	19	read	read	VERB
asfbr-2647	156	20	and	and	CCONJ
asfbr-2647	156	21	agreed	agree	VERB
asfbr-2647	156	22	to	to	ADP
asfbr-2647	156	23	the	the	DET
asfbr-2647	156	24	published	publish	VERB
asfbr-2647	156	25	version	version	NOUN
asfbr-2647	156	26	of	of	ADP
asfbr-2647	156	27	the	the	DET
asfbr-2647	156	28	manuscript	manuscript	NOUN
asfbr-2647	156	29	.	.	PUNCT
asfbr-2647	157	1	institutional	institutional	ADJ
asfbr-2647	157	2	review	review	PROPN
asfbr-2647	157	3	board	board	NOUN
asfbr-2647	157	4	statement	statement	NOUN
asfbr-2647	157	5	:	:	PUNCT
asfbr-2647	157	6	ethical	ethical	ADJ
asfbr-2647	157	7	review	review	NOUN
asfbr-2647	157	8	and	and	CCONJ
asfbr-2647	157	9	approval	approval	NOUN
asfbr-2647	157	10	were	be	AUX
asfbr-2647	157	11	waived	waive	VERB
asfbr-2647	157	12	for	for	ADP
asfbr-2647	157	13	this	this	DET
asfbr-2647	157	14	study	study	NOUN
asfbr-2647	157	15	because	because	SCONJ
asfbr-2647	157	16	the	the	DET
asfbr-2647	157	17	research	research	NOUN
asfbr-2647	157	18	does	do	AUX
asfbr-2647	157	19	not	not	PART
asfbr-2647	157	20	deal	deal	VERB
asfbr-2647	157	21	with	with	ADP
asfbr-2647	157	22	vulnerable	vulnerable	ADJ
asfbr-2647	157	23	groups	group	NOUN
asfbr-2647	157	24	or	or	CCONJ
asfbr-2647	157	25	sensitive	sensitive	ADJ
asfbr-2647	157	26	issues	issue	NOUN
asfbr-2647	157	27	.	.	PUNCT
asfbr-2647	158	1	funding	funding	NOUN
asfbr-2647	158	2	:	:	PUNCT
asfbr-2647	158	3	the	the	DET
asfbr-2647	158	4	authors	author	NOUN
asfbr-2647	158	5	received	receive	VERB
asfbr-2647	158	6	no	no	DET
asfbr-2647	158	7	direct	direct	ADJ
asfbr-2647	158	8	funding	funding	NOUN
asfbr-2647	158	9	for	for	ADP
asfbr-2647	158	10	this	this	DET
asfbr-2647	158	11	research	research	NOUN
asfbr-2647	158	12	.	.	PUNCT
asfbr-2647	159	1	acknowledgements	acknowledgement	NOUN
asfbr-2647	159	2	:	:	PUNCT
asfbr-2647	160	1	we	we	PRON
asfbr-2647	160	2	acknowledge	acknowledge	VERB
asfbr-2647	160	3	the	the	DET
asfbr-2647	160	4	indonesian	indonesian	ADJ
asfbr-2647	160	5	stock	stock	PROPN
asfbr-2647	160	6	exchange	exchange	PROPN
asfbr-2647	160	7	(	(	PUNCT
asfbr-2647	160	8	idx	idx	PROPN
asfbr-2647	160	9	)	)	PUNCT
asfbr-2647	160	10	,	,	PUNCT
asfbr-2647	160	11	particularly	particularly	ADV
asfbr-2647	160	12	the	the	DET
asfbr-2647	160	13	transportation	transportation	NOUN
asfbr-2647	160	14	sub	sub	ADJ
asfbr-2647	160	15	-	-	ADJ
asfbr-2647	160	16	sector	sector	ADJ
asfbr-2647	160	17	firms	firm	NOUN
asfbr-2647	160	18	,	,	PUNCT
asfbr-2647	160	19	for	for	ADP
asfbr-2647	160	20	providing	provide	VERB
asfbr-2647	160	21	the	the	DET
asfbr-2647	160	22	financial	financial	ADJ
asfbr-2647	160	23	statements	statement	NOUN
asfbr-2647	160	24	of	of	ADP
asfbr-2647	160	25	the	the	DET
asfbr-2647	160	26	relevant	relevant	ADJ
asfbr-2647	160	27	firms	firm	NOUN
asfbr-2647	160	28	on	on	ADP
asfbr-2647	160	29	their	their	PRON
asfbr-2647	160	30	official	official	ADJ
asfbr-2647	160	31	websites	website	NOUN
asfbr-2647	160	32	,	,	PUNCT
asfbr-2647	160	33	which	which	PRON
asfbr-2647	160	34	helped	help	VERB
asfbr-2647	160	35	in	in	ADP
asfbr-2647	160	36	calculating	calculate	VERB
asfbr-2647	160	37	and	and	CCONJ
asfbr-2647	160	38	conducting	conduct	VERB
asfbr-2647	160	39	this	this	DET
asfbr-2647	160	40	analysis	analysis	NOUN
asfbr-2647	160	41	.	.	PUNCT
asfbr-2647	161	1	informed	informed	ADJ
asfbr-2647	161	2	consent	consent	NOUN
asfbr-2647	161	3	statement	statement	NOUN
asfbr-2647	161	4	:	:	PUNCT
asfbr-2647	161	5	informed	inform	VERB
asfbr-2647	161	6	consent	consent	NOUN
asfbr-2647	161	7	was	be	AUX
asfbr-2647	161	8	obtained	obtain	VERB
asfbr-2647	161	9	from	from	ADP
asfbr-2647	161	10	all	all	DET
asfbr-2647	161	11	subjects	subject	NOUN
asfbr-2647	161	12	involved	involve	VERB
asfbr-2647	161	13	in	in	ADP
asfbr-2647	161	14	the	the	DET
asfbr-2647	161	15	study	study	NOUN
asfbr-2647	161	16	.	.	PUNCT
asfbr-2647	162	1	data	datum	NOUN
asfbr-2647	162	2	availability	availability	NOUN
asfbr-2647	162	3	statement	statement	NOUN
asfbr-2647	162	4	:	:	PUNCT
asfbr-2647	162	5	the	the	DET
asfbr-2647	162	6	data	datum	NOUN
asfbr-2647	162	7	presented	present	VERB
asfbr-2647	162	8	in	in	ADP
asfbr-2647	162	9	this	this	DET
asfbr-2647	162	10	study	study	NOUN
asfbr-2647	162	11	are	be	AUX
asfbr-2647	162	12	available	available	ADJ
asfbr-2647	162	13	on	on	ADP
asfbr-2647	162	14	request	request	NOUN
asfbr-2647	162	15	from	from	ADP
asfbr-2647	162	16	the	the	DET
asfbr-2647	162	17	corresponding	corresponding	ADJ
asfbr-2647	162	18	author	author	NOUN
asfbr-2647	162	19	.	.	PUNCT
asfbr-2647	163	1	the	the	DET
asfbr-2647	163	2	data	datum	NOUN
asfbr-2647	163	3	are	be	AUX
asfbr-2647	163	4	not	not	PART
asfbr-2647	163	5	publicly	publicly	ADV
asfbr-2647	163	6	available	available	ADJ
asfbr-2647	163	7	due	due	ADP
asfbr-2647	163	8	to	to	ADP
asfbr-2647	163	9	restrictions	restriction	NOUN
asfbr-2647	163	10	.	.	PUNCT
asfbr-2647	164	1	conflicts	conflict	NOUN
asfbr-2647	164	2	of	of	ADP
asfbr-2647	164	3	interest	interest	NOUN
asfbr-2647	164	4	:	:	PUNCT
asfbr-2647	164	5	the	the	DET
asfbr-2647	164	6	authors	author	NOUN
asfbr-2647	164	7	declare	declare	VERB
asfbr-2647	164	8	no	no	DET
asfbr-2647	164	9	conflict	conflict	NOUN
asfbr-2647	164	10	of	of	ADP
asfbr-2647	164	11	interest	interest	NOUN
asfbr-2647	164	12	.	.	PUNCT
asfbr-2647	165	1	references	reference	NOUN
asfbr-2647	165	2	abdullah	abdullah	PROPN
asfbr-2647	165	3	,	,	PUNCT
asfbr-2647	165	4	k.	k.	PROPN
asfbr-2647	165	5	,	,	PUNCT
asfbr-2647	165	6	jannah	jannah	PROPN
asfbr-2647	165	7	,	,	PUNCT
asfbr-2647	165	8	m.	m.	NOUN
asfbr-2647	165	9	,	,	PUNCT
asfbr-2647	165	10	aiman	aiman	PROPN
asfbr-2647	165	11	,	,	PUNCT
asfbr-2647	165	12	u.	u.	PROPN
asfbr-2647	165	13	,	,	PUNCT
asfbr-2647	165	14	hasda	hasda	NOUN
asfbr-2647	165	15	,	,	PUNCT
asfbr-2647	165	16	s.	s.	PROPN
asfbr-2647	165	17	,	,	PUNCT
asfbr-2647	165	18	fadilla	fadilla	PROPN
asfbr-2647	165	19	,	,	PUNCT
asfbr-2647	165	20	z.	z.	PROPN
asfbr-2647	165	21	,	,	PUNCT
asfbr-2647	165	22	ardiawan	ardiawan	PROPN
asfbr-2647	165	23	,	,	PUNCT
asfbr-2647	165	24	k.	k.	PROPN
asfbr-2647	165	25	n.	n.	PROPN
asfbr-2647	165	26	,	,	PUNCT
asfbr-2647	165	27	&	&	CCONJ
asfbr-2647	165	28	sari	sari	NOUN
asfbr-2647	165	29	,	,	PUNCT
asfbr-2647	165	30	m.	m.	PROPN
asfbr-2647	165	31	e.	e.	PROPN
asfbr-2647	165	32	(	(	PUNCT
asfbr-2647	165	33	2022	2022	NUM
asfbr-2647	165	34	)	)	PUNCT
asfbr-2647	165	35	.	.	PUNCT
asfbr-2647	166	1	metodologi	metodologi	PROPN
asfbr-2647	166	2	penelitian	penelitian	PROPN
asfbr-2647	166	3	kuantitatif	kuantitatif	PROPN
asfbr-2647	166	4	.	.	PUNCT
asfbr-2647	167	1	(	(	PUNCT
asfbr-2647	167	2	n.	n.	PROPN
asfbr-2647	167	3	saputra	saputra	PROPN
asfbr-2647	167	4	,	,	PUNCT
asfbr-2647	167	5	ed	ed	NOUN
asfbr-2647	167	6	.	.	PUNCT
asfbr-2647	167	7	)	)	PUNCT
asfbr-2647	167	8	pidie	pidie	PROPN
asfbr-2647	167	9	,	,	PUNCT
asfbr-2647	167	10	aceh	aceh	PROPN
asfbr-2647	167	11	:	:	PUNCT
asfbr-2647	167	12	yayasan	yayasan	PROPN
asfbr-2647	167	13	penerbit	penerbit	PROPN
asfbr-2647	167	14	muhammad	muhammad	PROPN
asfbr-2647	167	15	zaini	zaini	PROPN
asfbr-2647	167	16	.	.	PROPN
asfbr-2647	167	17	akintoye	akintoye	PROPN
asfbr-2647	167	18	,	,	PUNCT
asfbr-2647	167	19	a.	a.	PROPN
asfbr-2647	167	20	,	,	PUNCT
asfbr-2647	167	21	hardcastle	hardcastle	PROPN
asfbr-2647	167	22	,	,	PUNCT
asfbr-2647	167	23	c.	c.	PROPN
asfbr-2647	167	24	,	,	PUNCT
asfbr-2647	167	25	beck	beck	PROPN
asfbr-2647	167	26	,	,	PUNCT
asfbr-2647	167	27	m.	m.	NOUN
asfbr-2647	167	28	,	,	PUNCT
asfbr-2647	167	29	chinyio	chinyio	PROPN
asfbr-2647	167	30	,	,	PUNCT
asfbr-2647	167	31	e.	e.	PROPN
asfbr-2647	167	32	,	,	PUNCT
asfbr-2647	167	33	&	&	CCONJ
asfbr-2647	167	34	asenova	asenova	PROPN
asfbr-2647	167	35	,	,	PUNCT
asfbr-2647	167	36	d.	d.	PROPN
asfbr-2647	167	37	(	(	PUNCT
asfbr-2647	167	38	2003	2003	NUM
asfbr-2647	167	39	)	)	PUNCT
asfbr-2647	167	40	.	.	PUNCT
asfbr-2647	168	1	achieving	achieve	VERB
asfbr-2647	168	2	best	good	ADJ
asfbr-2647	168	3	value	value	NOUN
asfbr-2647	168	4	in	in	ADP
asfbr-2647	168	5	private	private	ADJ
asfbr-2647	168	6	finance	finance	NOUN
asfbr-2647	168	7	initiative	initiative	NOUN
asfbr-2647	168	8	project	project	NOUN
asfbr-2647	168	9	procurement	procurement	NOUN
asfbr-2647	168	10	.	.	PUNCT
asfbr-2647	169	1	construction	construction	NOUN
asfbr-2647	169	2	management	management	NOUN
asfbr-2647	169	3	and	and	CCONJ
asfbr-2647	169	4	economics	economic	NOUN
asfbr-2647	169	5	,	,	PUNCT
asfbr-2647	169	6	21(5	21(5	NUM
asfbr-2647	169	7	)	)	PUNCT
asfbr-2647	169	8	,	,	PUNCT
asfbr-2647	169	9	461–470	461–470	NUM
asfbr-2647	169	10	.	.	PUNCT
asfbr-2647	170	1	https://doi.org/10.1080/0144619032000087285	https://doi.org/10.1080/0144619032000087285	PROPN
asfbr-2647	170	2	altman	altman	PROPN
asfbr-2647	170	3	,	,	PUNCT
asfbr-2647	170	4	e.	e.	PROPN
asfbr-2647	170	5	i.	i.	PROPN
asfbr-2647	170	6	(	(	PUNCT
asfbr-2647	170	7	1968	1968	NUM
asfbr-2647	170	8	)	)	PUNCT
asfbr-2647	170	9	.	.	PUNCT
asfbr-2647	171	1	financial	financial	ADJ
asfbr-2647	171	2	ratios	ratio	NOUN
asfbr-2647	171	3	,	,	PUNCT
asfbr-2647	171	4	discriminant	discriminant	ADJ
asfbr-2647	171	5	analysis	analysis	NOUN
asfbr-2647	171	6	and	and	CCONJ
asfbr-2647	171	7	the	the	DET
asfbr-2647	171	8	prediction	prediction	NOUN
asfbr-2647	171	9	of	of	ADP
asfbr-2647	171	10	corporate	corporate	ADJ
asfbr-2647	171	11	bankruptcy	bankruptcy	NOUN
asfbr-2647	171	12	.	.	PUNCT
asfbr-2647	172	1	the	the	DET
asfbr-2647	172	2	journal	journal	PROPN
asfbr-2647	172	3	of	of	ADP
asfbr-2647	172	4	finance	finance	NOUN
asfbr-2647	172	5	,	,	PUNCT
asfbr-2647	172	6	xxiii(4	xxiii(4	PROPN
asfbr-2647	172	7	)	)	PUNCT
asfbr-2647	172	8	,	,	PUNCT
asfbr-2647	172	9	589	589	NUM
asfbr-2647	172	10	-	-	SYM
asfbr-2647	172	11	609	609	NUM
asfbr-2647	172	12	.	.	PUNCT
asfbr-2647	173	1	https://doi.org/10.1111/j.1540-6261.1968.tb00843.x	https://doi.org/10.1111/j.1540-6261.1968.tb00843.x	PRON
asfbr-2647	173	2	v	v	NUM
asfbr-2647	173	3	altman	altman	PROPN
asfbr-2647	173	4	,	,	PUNCT
asfbr-2647	173	5	e.	e.	PROPN
asfbr-2647	173	6	i.	i.	PROPN
asfbr-2647	173	7	,	,	PUNCT
asfbr-2647	173	8	hartzel	hartzel	PROPN
asfbr-2647	173	9	,	,	PUNCT
asfbr-2647	173	10	j.	j.	PROPN
asfbr-2647	173	11	,	,	PUNCT
asfbr-2647	173	12	&	&	CCONJ
asfbr-2647	173	13	peck	peck	PROPN
asfbr-2647	173	14	,	,	PUNCT
asfbr-2647	173	15	m.	m.	NOUN
asfbr-2647	173	16	(	(	PUNCT
asfbr-2647	173	17	1998	1998	NUM
asfbr-2647	173	18	)	)	PUNCT
asfbr-2647	173	19	.	.	PUNCT
asfbr-2647	174	1	emerging	emerge	VERB
asfbr-2647	174	2	market	market	NOUN
asfbr-2647	174	3	corporate	corporate	ADJ
asfbr-2647	174	4	bonds	bond	NOUN
asfbr-2647	174	5	—	—	PUNCT
asfbr-2647	174	6	a	a	DET
asfbr-2647	174	7	scoring	scoring	NOUN
asfbr-2647	174	8	system	system	NOUN
asfbr-2647	174	9	.	.	PUNCT
asfbr-2647	175	1	in	in	ADP
asfbr-2647	175	2	r.	r.	PROPN
asfbr-2647	175	3	levich	levich	PROPN
asfbr-2647	175	4	,	,	PUNCT
asfbr-2647	175	5	emerging	emerge	VERB
asfbr-2647	175	6	market	market	NOUN
asfbr-2647	175	7	capital	capital	NOUN
asfbr-2647	175	8	flows	flow	NOUN
asfbr-2647	175	9	(	(	PUNCT
asfbr-2647	175	10	vol	vol	NOUN
asfbr-2647	175	11	.	.	NOUN
asfbr-2647	175	12	2	2	NUM
asfbr-2647	175	13	,	,	PUNCT
asfbr-2647	175	14	pp	pp	ADJ
asfbr-2647	175	15	.	.	PUNCT
asfbr-2647	176	1	391–400	391–400	NUM
asfbr-2647	176	2	)	)	PUNCT
asfbr-2647	176	3	.	.	PUNCT
asfbr-2647	177	1	boston	boston	PROPN
asfbr-2647	177	2	,	,	PUNCT
asfbr-2647	177	3	ma	ma	PROPN
asfbr-2647	177	4	:	:	PUNCT
asfbr-2647	177	5	springer	springer	NOUN
asfbr-2647	177	6	.	.	PUNCT
asfbr-2647	178	1	https://doi.org/10.1007/978-14615-6197-2_25	https://doi.org/10.1007/978-14615-6197-2_25	X
asfbr-2647	178	2	apus	apus	PROPN
asfbr-2647	178	3	.	.	PUNCT
asfbr-2647	179	1	(	(	PUNCT
asfbr-2647	179	2	2024	2024	NUM
asfbr-2647	179	3	,	,	PUNCT
asfbr-2647	179	4	february	february	PROPN
asfbr-2647	179	5	21	21	NUM
asfbr-2647	179	6	)	)	PUNCT
asfbr-2647	179	7	.	.	PUNCT
asfbr-2647	180	1	the	the	DET
asfbr-2647	180	2	four	four	NUM
asfbr-2647	180	3	functions	function	NOUN
asfbr-2647	180	4	of	of	ADP
asfbr-2647	180	5	management	management	NOUN
asfbr-2647	180	6	:	:	PUNCT
asfbr-2647	180	7	how	how	SCONJ
asfbr-2647	180	8	they	they	PRON
asfbr-2647	180	9	impact	impact	VERB
asfbr-2647	180	10	business	business	NOUN
asfbr-2647	180	11	.	.	PUNCT
asfbr-2647	181	1	retrieved	retrieve	VERB
asfbr-2647	181	2	january	january	PROPN
asfbr-2647	181	3	2025	2025	NUM
asfbr-2647	181	4	,	,	PUNCT
asfbr-2647	181	5	from	from	ADP
asfbr-2647	181	6	business	business	NOUN
asfbr-2647	181	7	and	and	CCONJ
asfbr-2647	181	8	management	management	NOUN
asfbr-2647	181	9	resources	resource	NOUN
asfbr-2647	181	10	.	.	PUNCT
asfbr-2647	182	1	retrieved	retrieve	VERB
asfbr-2647	182	2	from	from	ADP
asfbr-2647	182	3	https://www.apu.apus.edu/area-of-study/business-andmanagement/resources/the-four-functions-of-management/	https://www.apu.apus.edu/area-of-study/business-andmanagement/resources/the-four-functions-of-management/	NOUN
asfbr-2647	182	4	botti	botti	PROPN
asfbr-2647	182	5	,	,	PUNCT
asfbr-2647	182	6	a.	a.	NOUN
asfbr-2647	182	7	,	,	PUNCT
asfbr-2647	182	8	bruque	bruque	ADJ
asfbr-2647	182	9	-	-	PUNCT
asfbr-2647	182	10	cámara	cámara	NOUN
asfbr-2647	182	11	,	,	PUNCT
asfbr-2647	182	12	s.	s.	PROPN
asfbr-2647	182	13	,	,	PUNCT
asfbr-2647	182	14	canestrino	canestrino	PROPN
asfbr-2647	182	15	,	,	PUNCT
asfbr-2647	182	16	r.	r.	PROPN
asfbr-2647	182	17	,	,	PUNCT
asfbr-2647	182	18	capurro	capurro	PROPN
asfbr-2647	182	19	,	,	PUNCT
asfbr-2647	182	20	r.	r.	PROPN
asfbr-2647	182	21	,	,	PUNCT
asfbr-2647	182	22	celenta	celenta	ADV
asfbr-2647	182	23	,	,	PUNCT
asfbr-2647	182	24	r.	r.	PROPN
asfbr-2647	182	25	,	,	PUNCT
asfbr-2647	182	26	cirillo	cirillo	PROPN
asfbr-2647	182	27	,	,	PUNCT
asfbr-2647	182	28	a.	a.	NOUN
asfbr-2647	182	29	,	,	PUNCT
asfbr-2647	182	30	.	.	PUNCT
asfbr-2647	182	31	.	.	PUNCT
asfbr-2647	183	1	.	.	PUNCT
asfbr-2647	184	1	żabiński	żabiński	PROPN
asfbr-2647	184	2	,	,	PUNCT
asfbr-2647	184	3	m.	m.	NOUN
asfbr-2647	184	4	(	(	PUNCT
asfbr-2647	184	5	2021	2021	NUM
asfbr-2647	184	6	)	)	PUNCT
asfbr-2647	184	7	.	.	PUNCT
asfbr-2647	185	1	doing	do	VERB
asfbr-2647	185	2	business	business	NOUN
asfbr-2647	185	3	digitally	digitally	NOUN
asfbr-2647	185	4	textbook	textbook	NOUN
asfbr-2647	185	5	.	.	PUNCT
asfbr-2647	186	1	(	(	PUNCT
asfbr-2647	186	2	p.	p.	NOUN
asfbr-2647	186	3	magliocca	magliocca	PROPN
asfbr-2647	186	4	,	,	PUNCT
asfbr-2647	186	5	ed	ed	NOUN
asfbr-2647	186	6	.	.	PUNCT
asfbr-2647	186	7	)	)	PUNCT
asfbr-2647	187	1	cracow	cracow	PROPN
asfbr-2647	187	2	,	,	PUNCT
asfbr-2647	187	3	poland	poland	PROPN
asfbr-2647	187	4	:	:	PUNCT
asfbr-2647	187	5	małopolska	małopolska	NOUN
asfbr-2647	187	6	school	school	NOUN
asfbr-2647	187	7	of	of	ADP
asfbr-2647	187	8	public	public	ADJ
asfbr-2647	187	9	administration	administration	NOUN
asfbr-2647	187	10	,	,	PUNCT
asfbr-2647	187	11	cracow	cracow	PROPN
asfbr-2647	187	12	university	university	PROPN
asfbr-2647	187	13	of	of	ADP
asfbr-2647	187	14	economics	economic	NOUN
asfbr-2647	187	15	.	.	PUNCT
asfbr-2647	188	1	elloumi	elloumi	PROPN
asfbr-2647	188	2	,	,	PUNCT
asfbr-2647	188	3	f.	f.	PROPN
asfbr-2647	188	4	,	,	PUNCT
asfbr-2647	188	5	&	&	CCONJ
asfbr-2647	188	6	gueyié	gueyié	PROPN
asfbr-2647	188	7	,	,	PUNCT
asfbr-2647	188	8	j.‐p	j.‐p	PROPN
asfbr-2647	188	9	.	.	PUNCT
asfbr-2647	189	1	(	(	PUNCT
asfbr-2647	189	2	2001	2001	NUM
asfbr-2647	189	3	)	)	PUNCT
asfbr-2647	189	4	.	.	PUNCT
asfbr-2647	190	1	financial	financial	ADJ
asfbr-2647	190	2	distress	distress	NOUN
asfbr-2647	190	3	and	and	CCONJ
asfbr-2647	190	4	corporate	corporate	ADJ
asfbr-2647	190	5	governance	governance	NOUN
asfbr-2647	190	6	:	:	PUNCT
asfbr-2647	190	7	an	an	DET
asfbr-2647	190	8	empirical	empirical	ADJ
asfbr-2647	190	9	analysis	analysis	NOUN
asfbr-2647	190	10	.	.	PUNCT
asfbr-2647	191	1	corporate	corporate	ADJ
asfbr-2647	191	2	governance	governance	NOUN
asfbr-2647	191	3	,	,	PUNCT
asfbr-2647	191	4	1(1	1(1	NUM
asfbr-2647	191	5	)	)	PUNCT
asfbr-2647	191	6	,	,	PUNCT
asfbr-2647	191	7	15–23	15–23	NUM
asfbr-2647	191	8	.	.	PUNCT
asfbr-2647	192	1	https://doi.org/10.1108/14720700110389548	https://doi.org/10.1108/14720700110389548	PROPN
asfbr-2647	192	2	füller	füller	PROPN
asfbr-2647	192	3	,	,	PUNCT
asfbr-2647	192	4	j.	j.	PROPN
asfbr-2647	192	5	,	,	PUNCT
asfbr-2647	192	6	hutter	hutter	PROPN
asfbr-2647	192	7	,	,	PUNCT
asfbr-2647	192	8	k.	k.	PROPN
asfbr-2647	192	9	,	,	PUNCT
asfbr-2647	192	10	wahl	wahl	PROPN
asfbr-2647	192	11	,	,	PUNCT
asfbr-2647	192	12	j.	j.	PROPN
asfbr-2647	192	13	,	,	PUNCT
asfbr-2647	192	14	bilgram	bilgram	PROPN
asfbr-2647	192	15	,	,	PUNCT
asfbr-2647	192	16	v.	v.	ADV
asfbr-2647	192	17	,	,	PUNCT
asfbr-2647	192	18	&	&	CCONJ
asfbr-2647	192	19	tekic	tekic	PROPN
asfbr-2647	192	20	,	,	PUNCT
asfbr-2647	192	21	z.	z.	PROPN
asfbr-2647	192	22	(	(	PUNCT
asfbr-2647	192	23	2022	2022	NUM
asfbr-2647	192	24	)	)	PUNCT
asfbr-2647	192	25	.	.	PUNCT
asfbr-2647	193	1	how	how	SCONJ
asfbr-2647	193	2	ai	ai	AUX
asfbr-2647	193	3	revolutionizes	revolutionize	VERB
asfbr-2647	193	4	innovation	innovation	NOUN
asfbr-2647	193	5	management	management	NOUN
asfbr-2647	193	6	–	–	PUNCT
asfbr-2647	193	7	perceptions	perception	NOUN
asfbr-2647	193	8	and	and	CCONJ
asfbr-2647	193	9	implementation	implementation	NOUN
asfbr-2647	193	10	preferences	preference	NOUN
asfbr-2647	193	11	of	of	ADP
asfbr-2647	193	12	ai	ai	NOUN
asfbr-2647	193	13	-	-	PUNCT
asfbr-2647	193	14	based	base	VERB
asfbr-2647	193	15	innovators	innovator	NOUN
asfbr-2647	193	16	.	.	PUNCT
asfbr-2647	194	1	technological	technological	ADJ
asfbr-2647	194	2	forecasting	forecasting	NOUN
asfbr-2647	194	3	and	and	CCONJ
asfbr-2647	194	4	social	social	ADJ
asfbr-2647	194	5	change	change	NOUN
asfbr-2647	194	6	,	,	PUNCT
asfbr-2647	194	7	178	178	NUM
asfbr-2647	194	8	,	,	PUNCT
asfbr-2647	194	9	121598	121598	NUM
asfbr-2647	194	10	.	.	PUNCT
asfbr-2647	195	1	https://doi.org/10.1016/j.techfore.2022.121598	https://doi.org/10.1016/j.techfore.2022.121598	ADJ
asfbr-2647	195	2	galdi	galdi	NOUN
asfbr-2647	195	3	,	,	PUNCT
asfbr-2647	195	4	p.	p.	PROPN
asfbr-2647	195	5	,	,	PUNCT
asfbr-2647	195	6	&	&	CCONJ
asfbr-2647	195	7	tagliaferri	tagliaferri	PROPN
asfbr-2647	195	8	,	,	PUNCT
asfbr-2647	195	9	r.	r.	PROPN
asfbr-2647	195	10	(	(	PUNCT
asfbr-2647	195	11	2018	2018	NUM
asfbr-2647	195	12	)	)	PUNCT
asfbr-2647	195	13	.	.	PUNCT
asfbr-2647	196	1	data	datum	NOUN
asfbr-2647	196	2	mining	mining	NOUN
asfbr-2647	196	3	:	:	PUNCT
asfbr-2647	196	4	accuracy	accuracy	NOUN
asfbr-2647	196	5	and	and	CCONJ
asfbr-2647	196	6	error	error	NOUN
asfbr-2647	196	7	measures	measure	NOUN
asfbr-2647	196	8	for	for	ADP
asfbr-2647	196	9	classification	classification	NOUN
asfbr-2647	196	10	and	and	CCONJ
asfbr-2647	196	11	prediction	prediction	NOUN
asfbr-2647	196	12	.	.	PUNCT
asfbr-2647	197	1	encyclopedia	encyclopedia	NOUN
asfbr-2647	197	2	of	of	ADP
asfbr-2647	197	3	bioinformatics	bioinformatics	NOUN
asfbr-2647	197	4	and	and	CCONJ
asfbr-2647	197	5	computational	computational	ADJ
asfbr-2647	197	6	biology	biology	NOUN
asfbr-2647	197	7	,	,	PUNCT
asfbr-2647	197	8	1	1	NUM
asfbr-2647	197	9	,	,	PUNCT
asfbr-2647	197	10	431–436	431–436	NUM
asfbr-2647	197	11	.	.	PUNCT
asfbr-2647	198	1	https://doi.org/10.1016/b978-0-12-809633-8.20474-3	https://doi.org/10.1016/b978-0-12-809633-8.20474-3	PROPN
asfbr-2647	198	2	handoko	handoko	NOUN
asfbr-2647	198	3	,	,	PUNCT
asfbr-2647	198	4	t.	t.	PROPN
asfbr-2647	198	5	h.	h.	PROPN
asfbr-2647	198	6	(	(	PUNCT
asfbr-2647	198	7	2019	2019	NUM
asfbr-2647	198	8	)	)	PUNCT
asfbr-2647	198	9	.	.	PUNCT
asfbr-2647	199	1	manajemen	manajeman	NOUN
asfbr-2647	199	2	produksi	produksi	PROPN
asfbr-2647	199	3	dan	dan	PROPN
asfbr-2647	199	4	operasi	operasi	PROPN
asfbr-2647	199	5	.	.	PUNCT
asfbr-2647	200	1	yogyakarta	yogyakarta	PROPN
asfbr-2647	200	2	:	:	PUNCT
asfbr-2647	201	1	bpfe	bpfe	ADJ
asfbr-2647	201	2	.	.	PUNCT
asfbr-2647	202	1	hartanto	hartanto	ADJ
asfbr-2647	202	2	.	.	PUNCT
asfbr-2647	203	1	(	(	PUNCT
asfbr-2647	203	2	1984	1984	NUM
asfbr-2647	203	3	)	)	PUNCT
asfbr-2647	203	4	.	.	PUNCT
asfbr-2647	204	1	analisis	analisis	ADJ
asfbr-2647	204	2	laporan	laporan	ADJ
asfbr-2647	204	3	keuangan	keuangan	NOUN
asfbr-2647	204	4	.	.	PUNCT
asfbr-2647	205	1	yogayakarta	yogayakarta	NOUN
asfbr-2647	205	2	:	:	PUNCT
asfbr-2647	205	3	bpfe	bpfe	PROPN
asfbr-2647	205	4	.	.	PUNCT
asfbr-2647	206	1	husain	husain	PROPN
asfbr-2647	206	2	,	,	PUNCT
asfbr-2647	206	3	t.	t.	PROPN
asfbr-2647	206	4	(	(	PUNCT
asfbr-2647	206	5	2019	2019	NUM
asfbr-2647	206	6	)	)	PUNCT
asfbr-2647	206	7	.	.	PUNCT
asfbr-2647	207	1	an	an	DET
asfbr-2647	207	2	analysis	analysis	NOUN
asfbr-2647	207	3	of	of	ADP
asfbr-2647	207	4	modeling	model	VERB
asfbr-2647	207	5	audit	audit	NOUN
asfbr-2647	207	6	quality	quality	NOUN
asfbr-2647	207	7	measurement	measurement	NOUN
asfbr-2647	207	8	based	base	VERB
asfbr-2647	207	9	on	on	ADP
asfbr-2647	207	10	decision	decision	NOUN
asfbr-2647	207	11	support	support	NOUN
asfbr-2647	207	12	systems	system	NOUN
asfbr-2647	207	13	(	(	PUNCT
asfbr-2647	207	14	dss	dss	NOUN
asfbr-2647	207	15	)	)	PUNCT
asfbr-2647	207	16	.	.	PUNCT
asfbr-2647	208	1	measurement	measurement	NOUN
asfbr-2647	208	2	,	,	PUNCT
asfbr-2647	208	3	275	275	NUM
asfbr-2647	208	4	,	,	PUNCT
asfbr-2647	208	5	310	310	NUM
asfbr-2647	208	6	-	-	SYM
asfbr-2647	208	7	326	326	NUM
asfbr-2647	208	8	.	.	PUNCT
asfbr-2647	209	1	icai	icai	PROPN
asfbr-2647	209	2	.	.	PUNCT
asfbr-2647	210	1	(	(	PUNCT
asfbr-2647	210	2	2021	2021	NUM
asfbr-2647	210	3	)	)	PUNCT
asfbr-2647	210	4	.	.	PUNCT
asfbr-2647	211	1	operations	operation	NOUN
asfbr-2647	211	2	management	management	NOUN
asfbr-2647	211	3	&	&	CCONJ
asfbr-2647	211	4	strategic	strategic	ADJ
asfbr-2647	211	5	management	management	NOUN
asfbr-2647	211	6	:	:	PUNCT
asfbr-2647	211	7	study	study	NOUN
asfbr-2647	211	8	notes	note	NOUN
asfbr-2647	211	9	(	(	PUNCT
asfbr-2647	211	10	intermediate	intermediate	ADJ
asfbr-2647	211	11	:	:	PUNCT
asfbr-2647	211	12	paper-9	paper-9	NUM
asfbr-2647	211	13	)	)	PUNCT
asfbr-2647	211	14	.	.	PUNCT
asfbr-2647	212	1	directorate	directorate	NOUN
asfbr-2647	212	2	of	of	ADP
asfbr-2647	212	3	studies	study	NOUN
asfbr-2647	212	4	.	.	PUNCT
asfbr-2647	213	1	kolkata	kolkata	PROPN
asfbr-2647	213	2	:	:	PUNCT
asfbr-2647	213	3	the	the	DET
asfbr-2647	213	4	institute	institute	NOUN
asfbr-2647	213	5	of	of	ADP
asfbr-2647	213	6	cost	cost	NOUN
asfbr-2647	213	7	accountants	accountant	NOUN
asfbr-2647	213	8	of	of	ADP
asfbr-2647	213	9	india	india	PROPN
asfbr-2647	213	10	.	.	PUNCT
asfbr-2647	214	1	kothari	kothari	PROPN
asfbr-2647	214	2	,	,	PUNCT
asfbr-2647	214	3	a.	a.	NOUN
asfbr-2647	214	4	(	(	PUNCT
asfbr-2647	214	5	2025	2025	NUM
asfbr-2647	214	6	,	,	PUNCT
asfbr-2647	214	7	january	january	PROPN
asfbr-2647	214	8	29	29	NUM
asfbr-2647	214	9	)	)	PUNCT
asfbr-2647	214	10	.	.	PUNCT
asfbr-2647	215	1	what	what	PRON
asfbr-2647	215	2	is	be	AUX
asfbr-2647	215	3	operations	operation	NOUN
asfbr-2647	215	4	management	management	NOUN
asfbr-2647	215	5	?	?	PUNCT
asfbr-2647	216	1	retrieved	retrieve	VERB
asfbr-2647	216	2	february	february	NOUN
asfbr-2647	216	3	2025	2025	NUM
asfbr-2647	216	4	,	,	PUNCT
asfbr-2647	216	5	from	from	ADP
asfbr-2647	216	6	tallyfy	tallyfy	PROPN
asfbr-2647	216	7	,	,	PUNCT
asfbr-2647	216	8	inc	inc	PROPN
asfbr-2647	216	9	.	.	PROPN
asfbr-2647	216	10	:	:	PUNCT
asfbr-2647	217	1	retrieved	retrieve	VERB
asfbr-2647	217	2	from	from	ADP
asfbr-2647	217	3	https://tallyfy.com/guides/operations-management/	https://tallyfy.com/guides/operations-management/	PROPN
asfbr-2647	217	4	lau	lau	PROPN
asfbr-2647	217	5	,	,	PUNCT
asfbr-2647	217	6	a.	a.	NOUN
asfbr-2647	217	7	(	(	PUNCT
asfbr-2647	217	8	1987	1987	NUM
asfbr-2647	217	9	)	)	PUNCT
asfbr-2647	217	10	.	.	PUNCT
asfbr-2647	218	1	a	a	DET
asfbr-2647	218	2	five	five	NUM
asfbr-2647	218	3	-	-	PUNCT
asfbr-2647	218	4	state	state	NOUN
asfbr-2647	218	5	financial	financial	ADJ
asfbr-2647	218	6	distress	distress	NOUN
asfbr-2647	218	7	prediction	prediction	NOUN
asfbr-2647	218	8	model	model	NOUN
asfbr-2647	218	9	.	.	PUNCT
asfbr-2647	219	1	journal	journal	PROPN
asfbr-2647	219	2	of	of	ADP
asfbr-2647	219	3	accounting	accounting	NOUN
asfbr-2647	219	4	research	research	NOUN
asfbr-2647	219	5	,	,	PUNCT
asfbr-2647	219	6	25(spring	25(spring	NUM
asfbr-2647	219	7	)	)	PUNCT
asfbr-2647	219	8	,	,	PUNCT
asfbr-2647	219	9	127–138	127–138	NUM
asfbr-2647	219	10	.	.	PUNCT
asfbr-2647	220	1	meilawati	meilawati	PROPN
asfbr-2647	220	2	,	,	PUNCT
asfbr-2647	220	3	a.	a.	NOUN
asfbr-2647	220	4	,	,	PUNCT
asfbr-2647	220	5	damayanti	damayanti	NOUN
asfbr-2647	220	6	,	,	PUNCT
asfbr-2647	220	7	&	&	CCONJ
asfbr-2647	220	8	ilhami	ilhami	PROPN
asfbr-2647	220	9	,	,	PUNCT
asfbr-2647	220	10	s.	s.	PROPN
asfbr-2647	220	11	d.	d.	PROPN
asfbr-2647	220	12	(	(	PUNCT
asfbr-2647	220	13	2023	2023	NUM
asfbr-2647	220	14	)	)	PUNCT
asfbr-2647	220	15	.	.	PUNCT
asfbr-2647	221	1	comparative	comparative	ADJ
asfbr-2647	221	2	analysis	analysis	NOUN
asfbr-2647	221	3	of	of	ADP
asfbr-2647	221	4	altman	altman	PROPN
asfbr-2647	221	5	,	,	PUNCT
asfbr-2647	221	6	springate	springate	ADJ
asfbr-2647	221	7	,	,	PUNCT
asfbr-2647	221	8	and	and	CCONJ
asfbr-2647	221	9	zmijewski	zmijewski	PROPN
asfbr-2647	221	10	models	model	NOUN
asfbr-2647	221	11	in	in	ADP
asfbr-2647	221	12	predicting	predict	VERB
asfbr-2647	221	13	bankruptcy	bankruptcy	NOUN
asfbr-2647	221	14	in	in	ADP
asfbr-2647	221	15	hotel	hotel	NOUN
asfbr-2647	221	16	,	,	PUNCT
asfbr-2647	221	17	restaurant	restaurant	NOUN
asfbr-2647	221	18	,	,	PUNCT
asfbr-2647	221	19	and	and	CCONJ
asfbr-2647	221	20	tourism	tourism	NOUN
asfbr-2647	221	21	subsector	subsector	NOUN
asfbr-2647	221	22	companies	company	NOUN
asfbr-2647	221	23	for	for	ADP
asfbr-2647	221	24	the	the	DET
asfbr-2647	221	25	period	period	NOUN
asfbr-2647	221	26	2017	2017	NUM
asfbr-2647	221	27	-	-	SYM
asfbr-2647	221	28	2021	2021	NUM
asfbr-2647	221	29	(	(	PUNCT
asfbr-2647	221	30	in	in	ADP
asfbr-2647	221	31	indonesian	indonesian	ADJ
asfbr-2647	221	32	version	version	NOUN
asfbr-2647	221	33	)	)	PUNCT
asfbr-2647	221	34	.	.	PUNCT
asfbr-2647	222	1	jurnal	jurnal	ADJ
asfbr-2647	222	2	ilmiah	ilmiah	PROPN
asfbr-2647	222	3	feasible	feasible	ADJ
asfbr-2647	222	4	(	(	PUNCT
asfbr-2647	222	5	jif	jif	PROPN
asfbr-2647	222	6	):	):	PUNCT
asfbr-2647	222	7	bisnis	bisnis	PROPN
asfbr-2647	222	8	,	,	PUNCT
asfbr-2647	222	9	kewirausahaan	kewirausahaan	PROPN
asfbr-2647	222	10	dan	dan	PROPN
asfbr-2647	222	11	koperasi	koperasi	PROPN
asfbr-2647	222	12	,	,	PUNCT
asfbr-2647	222	13	5(2	5(2	NUM
asfbr-2647	222	14	)	)	PUNCT
asfbr-2647	222	15	,	,	PUNCT
asfbr-2647	222	16	155	155	NUM
asfbr-2647	222	17	-	-	SYM
asfbr-2647	222	18	162	162	NUM
asfbr-2647	222	19	.	.	PUNCT
asfbr-2647	222	20	https://doi.org/10.32493/fb.v5i2.2023.163-172.33302	https://doi.org/10.32493/fb.v5i2.2023.163-172.33302	PROPN
asfbr-2647	222	21	mentariningrum	mentariningrum	PROPN
asfbr-2647	222	22	,	,	PUNCT
asfbr-2647	222	23	r.	r.	PROPN
asfbr-2647	222	24	a.	a.	PROPN
asfbr-2647	222	25	,	,	PUNCT
asfbr-2647	222	26	&	&	CCONJ
asfbr-2647	222	27	prasetiono	prasetiono	PROPN
asfbr-2647	222	28	.	.	PUNCT
asfbr-2647	223	1	(	(	PUNCT
asfbr-2647	223	2	2022	2022	NUM
asfbr-2647	223	3	)	)	PUNCT
asfbr-2647	223	4	.	.	PUNCT
asfbr-2647	224	1	the	the	DET
asfbr-2647	224	2	influence	influence	NOUN
asfbr-2647	224	3	of	of	ADP
asfbr-2647	224	4	variables	variable	NOUN
asfbr-2647	224	5	from	from	ADP
asfbr-2647	224	6	zmijewski	zmijewski	PROPN
asfbr-2647	224	7	analysis	analysis	NOUN
asfbr-2647	224	8	on	on	ADP
asfbr-2647	224	9	stock	stock	NOUN
asfbr-2647	224	10	returns	return	NOUN
asfbr-2647	224	11	in	in	ADP
asfbr-2647	224	12	transportation	transportation	NOUN
asfbr-2647	224	13	sub	sub	ADJ
asfbr-2647	224	14	-	-	ADJ
asfbr-2647	224	15	sector	sector	ADJ
asfbr-2647	224	16	service	service	NOUN
asfbr-2647	224	17	companies	company	NOUN
asfbr-2647	224	18	during	during	ADP
asfbr-2647	224	19	the	the	DET
asfbr-2647	224	20	pandemic	pandemic	ADJ
asfbr-2647	224	21	(	(	PUNCT
asfbr-2647	224	22	in	in	ADP
asfbr-2647	224	23	indonesian	indonesian	ADJ
asfbr-2647	224	24	version	version	NOUN
asfbr-2647	224	25	)	)	PUNCT
asfbr-2647	224	26	.	.	PUNCT
asfbr-2647	225	1	diponegoro	diponegoro	PROPN
asfbr-2647	225	2	journal	journal	PROPN
asfbr-2647	225	3	of	of	ADP
asfbr-2647	225	4	management	management	NOUN
asfbr-2647	225	5	,	,	PUNCT
asfbr-2647	225	6	11(1	11(1	NUM
asfbr-2647	225	7	)	)	PUNCT
asfbr-2647	225	8	,	,	PUNCT
asfbr-2647	225	9	1–15	1–15	PROPN
asfbr-2647	225	10	.	.	PUNCT
asfbr-2647	226	1	myers	myers	PROPN
asfbr-2647	226	2	,	,	PUNCT
asfbr-2647	226	3	s.	s.	PROPN
asfbr-2647	226	4	c.	c.	PROPN
asfbr-2647	226	5	,	,	PUNCT
asfbr-2647	226	6	&	&	CCONJ
asfbr-2647	226	7	pogue	pogue	PROPN
asfbr-2647	226	8	,	,	PUNCT
asfbr-2647	226	9	g.	g.	PROPN
asfbr-2647	226	10	a.	a.	PROPN
asfbr-2647	226	11	(	(	PUNCT
asfbr-2647	226	12	1974	1974	NUM
asfbr-2647	226	13	)	)	PUNCT
asfbr-2647	226	14	.	.	PUNCT
asfbr-2647	227	1	a	a	DET
asfbr-2647	227	2	programming	programming	NOUN
asfbr-2647	227	3	approach	approach	NOUN
asfbr-2647	227	4	to	to	ADP
asfbr-2647	227	5	corporate	corporate	ADJ
asfbr-2647	227	6	financial	financial	ADJ
asfbr-2647	227	7	management	management	NOUN
asfbr-2647	227	8	.	.	PUNCT
asfbr-2647	228	1	the	the	DET
asfbr-2647	228	2	journal	journal	PROPN
asfbr-2647	228	3	of	of	ADP
asfbr-2647	228	4	finance	finance	NOUN
asfbr-2647	228	5	,	,	PUNCT
asfbr-2647	228	6	29(2	29(2	NUM
asfbr-2647	228	7	)	)	PUNCT
asfbr-2647	228	8	,	,	PUNCT
asfbr-2647	228	9	579–599	579–599	NUM
asfbr-2647	228	10	.	.	PUNCT
asfbr-2647	229	1	https://doi.org/10.2307/2978829	https://doi.org/10.2307/2978829	ADJ
asfbr-2647	229	2	nasution	nasution	NOUN
asfbr-2647	229	3	,	,	PUNCT
asfbr-2647	229	4	s.	s.	PROPN
asfbr-2647	229	5	w.	w.	PROPN
asfbr-2647	229	6	p.	p.	PROPN
asfbr-2647	229	7	(	(	PUNCT
asfbr-2647	229	8	2023	2023	NUM
asfbr-2647	229	9	)	)	PUNCT
asfbr-2647	229	10	.	.	PUNCT
asfbr-2647	230	1	manajemen	manajeman	NOUN
asfbr-2647	230	2	keuangan	keuangan	AUX
asfbr-2647	230	3	dasar	dasar	VERB
asfbr-2647	230	4	(	(	PUNCT
asfbr-2647	230	5	cetakan	cetakan	PROPN
asfbr-2647	230	6	1	1	NUM
asfbr-2647	230	7	)	)	PUNCT
asfbr-2647	230	8	.	.	PUNCT
asfbr-2647	231	1	yogyakarta	yogyakarta	PROPN
asfbr-2647	231	2	:	:	PUNCT
asfbr-2647	231	3	deepublish	deepublish	PROPN
asfbr-2647	231	4	.	.	PUNCT
asfbr-2647	232	1	platt	platt	PROPN
asfbr-2647	232	2	,	,	PUNCT
asfbr-2647	232	3	h.	h.	PROPN
asfbr-2647	232	4	d.	d.	PROPN
asfbr-2647	232	5	,	,	PUNCT
asfbr-2647	232	6	&	&	CCONJ
asfbr-2647	232	7	platt	platt	PROPN
asfbr-2647	232	8	,	,	PUNCT
asfbr-2647	232	9	m.	m.	PROPN
asfbr-2647	232	10	b.	b.	PROPN
asfbr-2647	232	11	(	(	PUNCT
asfbr-2647	232	12	2002	2002	NUM
asfbr-2647	232	13	)	)	PUNCT
asfbr-2647	232	14	.	.	PUNCT
asfbr-2647	233	1	predicting	predict	VERB
asfbr-2647	233	2	corporate	corporate	ADJ
asfbr-2647	233	3	financial	financial	ADJ
asfbr-2647	233	4	distress	distress	NOUN
asfbr-2647	233	5	:	:	PUNCT
asfbr-2647	233	6	reflections	reflection	NOUN
asfbr-2647	233	7	on	on	ADP
asfbr-2647	233	8	choice	choice	NOUN
asfbr-2647	233	9	-	-	PUNCT
asfbr-2647	233	10	based	base	VERB
asfbr-2647	233	11	sample	sample	NOUN
asfbr-2647	233	12	bias	bias	NOUN
asfbr-2647	233	13	.	.	PUNCT
asfbr-2647	234	1	journal	journal	PROPN
asfbr-2647	234	2	of	of	ADP
asfbr-2647	234	3	economics	economic	NOUN
asfbr-2647	234	4	and	and	CCONJ
asfbr-2647	234	5	finance	finance	NOUN
asfbr-2647	234	6	,	,	PUNCT
asfbr-2647	234	7	26	26	NUM
asfbr-2647	234	8	,	,	PUNCT
asfbr-2647	234	9	184–199	184–199	NUM
asfbr-2647	234	10	.	.	PUNCT
asfbr-2647	235	1	https://doi.org/10.1007/bf02755985	https://doi.org/10.1007/bf02755985	PROPN
asfbr-2647	235	2	porter	porter	NOUN
asfbr-2647	235	3	,	,	PUNCT
asfbr-2647	235	4	a.	a.	NOUN
asfbr-2647	235	5	(	(	PUNCT
asfbr-2647	235	6	2011	2011	NUM
asfbr-2647	235	7	)	)	PUNCT
asfbr-2647	235	8	.	.	PUNCT
asfbr-2647	236	1	operations	operation	NOUN
asfbr-2647	236	2	management	management	NOUN
asfbr-2647	236	3	.	.	PUNCT
asfbr-2647	237	1	albert	albert	PROPN
asfbr-2647	237	2	porter	porter	PROPN
asfbr-2647	237	3	&	&	CCONJ
asfbr-2647	237	4	ventus	ventus	PROPN
asfbr-2647	237	5	publishing	publishing	PROPN
asfbr-2647	237	6	aps	aps	PROPN
asfbr-2647	237	7	.	.	PUNCT
asfbr-2647	238	1	ramli	ramli	PROPN
asfbr-2647	238	2	,	,	PUNCT
asfbr-2647	238	3	r.	r.	PROPN
asfbr-2647	238	4	r.	r.	PROPN
asfbr-2647	238	5	,	,	PUNCT
asfbr-2647	238	6	&	&	CCONJ
asfbr-2647	238	7	jatmiko	jatmiko	PROPN
asfbr-2647	238	8	,	,	PUNCT
asfbr-2647	238	9	b.	b.	PROPN
asfbr-2647	238	10	p.	p.	PROPN
asfbr-2647	238	11	(	(	PUNCT
asfbr-2647	238	12	2020	2020	NUM
asfbr-2647	238	13	,	,	PUNCT
asfbr-2647	238	14	agustus	agustus	PROPN
asfbr-2647	238	15	7	7	NUM
asfbr-2647	238	16	)	)	PUNCT
asfbr-2647	238	17	.	.	PUNCT
asfbr-2647	239	1	sektor	sektor	PROPN
asfbr-2647	239	2	transportasi	transportasi	PROPN
asfbr-2647	239	3	diperkirakan	diperkirakan	PROPN
asfbr-2647	239	4	belum	belum	PROPN
asfbr-2647	239	5	bisa	bisa	PROPN
asfbr-2647	239	6	pulih	pulih	AUX
asfbr-2647	239	7	hingga	hingga	PROPN
asfbr-2647	239	8	tahun	tahun	PROPN
asfbr-2647	239	9	depan	depan	PROPN
asfbr-2647	239	10	.	.	PROPN
asfbr-2647	239	11	retrieved	retrieve	VERB
asfbr-2647	239	12	from	from	ADP
asfbr-2647	239	13	https://money.kompas.com/read/2020/08/07/153026326/sektor-transportasi-diperkirakan-belumbisa-pulih-hingga-tahun-depan	https://money.kompas.com/read/2020/08/07/153026326/sektor-transportasi-diperkirakan-belumbisa-pulih-hingga-tahun-depan	PROPN
asfbr-2647	239	14	alang	alang	PROPN
asfbr-2647	239	15	,	,	PUNCT
asfbr-2647	239	16	asian	asian	ADJ
asfbr-2647	239	17	finance	finance	PROPN
asfbr-2647	239	18	&	&	CCONJ
asfbr-2647	239	19	banking	banking	NOUN
asfbr-2647	239	20	review	review	NOUN
asfbr-2647	239	21	9(1	9(1	NUM
asfbr-2647	239	22	)	)	PUNCT
asfbr-2647	239	23	(	(	PUNCT
asfbr-2647	239	24	2025	2025	NUM
asfbr-2647	239	25	)	)	PUNCT
asfbr-2647	239	26	,	,	PUNCT
asfbr-2647	239	27	1	1	NUM
asfbr-2647	239	28	-	-	SYM
asfbr-2647	239	29	8	8	NUM
asfbr-2647	239	30	8	8	NUM
asfbr-2647	239	31	robiansyah	robiansyah	NOUN
asfbr-2647	239	32	,	,	PUNCT
asfbr-2647	239	33	a.	a.	NOUN
asfbr-2647	239	34	,	,	PUNCT
asfbr-2647	239	35	yusmaniarti	yusmaniarti	PROPN
asfbr-2647	239	36	,	,	PUNCT
asfbr-2647	239	37	sari	sari	NOUN
asfbr-2647	239	38	,	,	PUNCT
asfbr-2647	239	39	i.	i.	PROPN
asfbr-2647	239	40	k.	k.	PROPN
asfbr-2647	239	41	,	,	PUNCT
asfbr-2647	239	42	novrianda	novrianda	PROPN
asfbr-2647	239	43	,	,	PUNCT
asfbr-2647	239	44	h.	h.	PROPN
asfbr-2647	239	45	,	,	PUNCT
asfbr-2647	239	46	&	&	CCONJ
asfbr-2647	239	47	irwanto	irwanto	NOUN
asfbr-2647	239	48	,	,	PUNCT
asfbr-2647	239	49	t.	t.	PROPN
asfbr-2647	239	50	(	(	PUNCT
asfbr-2647	239	51	2022	2022	NUM
asfbr-2647	239	52	)	)	PUNCT
asfbr-2647	239	53	.	.	PUNCT
asfbr-2647	240	1	comparative	comparative	ADJ
asfbr-2647	240	2	analysis	analysis	NOUN
asfbr-2647	240	3	of	of	ADP
asfbr-2647	240	4	altman	altman	PROPN
asfbr-2647	240	5	,	,	PUNCT
asfbr-2647	240	6	springate	springate	PROPN
asfbr-2647	240	7	,	,	PUNCT
asfbr-2647	240	8	zmijewski	zmijewski	PROPN
asfbr-2647	240	9	,	,	PUNCT
asfbr-2647	240	10	and	and	CCONJ
asfbr-2647	240	11	grover	grover	NOUN
asfbr-2647	240	12	models	model	NOUN
asfbr-2647	240	13	in	in	ADP
asfbr-2647	240	14	predicting	predict	VERB
asfbr-2647	240	15	bankruptcy	bankruptcy	NOUN
asfbr-2647	240	16	of	of	ADP
asfbr-2647	240	17	firms	firm	NOUN
asfbr-2647	240	18	on	on	ADP
asfbr-2647	240	19	the	the	DET
asfbr-2647	240	20	indonesia	indonesia	PROPN
asfbr-2647	240	21	stock	stock	PROPN
asfbr-2647	240	22	exchange	exchange	PROPN
asfbr-2647	240	23	(	(	PUNCT
asfbr-2647	240	24	empirical	empirical	ADJ
asfbr-2647	240	25	study	study	NOUN
asfbr-2647	240	26	on	on	ADP
asfbr-2647	240	27	manufacturing	manufacturing	NOUN
asfbr-2647	240	28	firms	firm	NOUN
asfbr-2647	240	29	listed	list	VERB
asfbr-2647	240	30	on	on	ADP
asfbr-2647	240	31	the	the	DET
asfbr-2647	240	32	idx	idx	NOUN
asfbr-2647	240	33	from	from	ADP
asfbr-2647	240	34	2012	2012	NUM
asfbr-2647	240	35	-	-	SYM
asfbr-2647	240	36	2017	2017	NUM
asfbr-2647	240	37	)	)	PUNCT
asfbr-2647	240	38	(	(	PUNCT
asfbr-2647	240	39	in	in	ADP
asfbr-2647	240	40	indonesian	indonesian	ADJ
asfbr-2647	240	41	version	version	NOUN
asfbr-2647	240	42	)	)	PUNCT
asfbr-2647	240	43	.	.	PUNCT
asfbr-2647	241	1	ekombis	ekombis	ADJ
asfbr-2647	241	2	review	review	NOUN
asfbr-2647	241	3	–	–	PUNCT
asfbr-2647	241	4	jurnal	jurnal	ADJ
asfbr-2647	241	5	ilmiah	ilmiah	PROPN
asfbr-2647	241	6	ekonomi	ekonomi	PROPN
asfbr-2647	241	7	dan	dan	PROPN
asfbr-2647	241	8	bisnis	bisnis	PROPN
asfbr-2647	241	9	,	,	PUNCT
asfbr-2647	241	10	10(s1	10(s1	NUM
asfbr-2647	241	11	)	)	PUNCT
asfbr-2647	241	12	,	,	PUNCT
asfbr-2647	241	13	25	25	NUM
asfbr-2647	241	14	-	-	SYM
asfbr-2647	241	15	36	36	NUM
asfbr-2647	241	16	.	.	PUNCT
asfbr-2647	242	1	https://doi.org/10.37676/ekombis.v10is1	https://doi.org/10.37676/ekombis.v10is1	NOUN
asfbr-2647	242	2	springate	springate	ADJ
asfbr-2647	242	3	,	,	PUNCT
asfbr-2647	242	4	g.	g.	PROPN
asfbr-2647	242	5	l.	l.	PROPN
asfbr-2647	242	6	(	(	PUNCT
asfbr-2647	242	7	1978	1978	NUM
asfbr-2647	242	8	)	)	PUNCT
asfbr-2647	242	9	.	.	PUNCT
asfbr-2647	243	1	predicting	predict	VERB
asfbr-2647	243	2	the	the	DET
asfbr-2647	243	3	possibility	possibility	NOUN
asfbr-2647	243	4	of	of	ADP
asfbr-2647	243	5	failure	failure	NOUN
asfbr-2647	243	6	in	in	ADP
asfbr-2647	243	7	a	a	DET
asfbr-2647	243	8	canadian	canadian	ADJ
asfbr-2647	243	9	firm	firm	NOUN
asfbr-2647	243	10	.	.	PUNCT
asfbr-2647	244	1	theses	theses	X
asfbr-2647	244	2	(	(	PUNCT
asfbr-2647	244	3	faculty	faculty	NOUN
asfbr-2647	244	4	of	of	ADP
asfbr-2647	244	5	business	business	NOUN
asfbr-2647	244	6	administration	administration	PROPN
asfbr-2647	244	7	)	)	PUNCT
asfbr-2647	244	8	.	.	PUNCT
asfbr-2647	245	1	simon	simon	PROPN
asfbr-2647	245	2	fraser	fraser	PROPN
asfbr-2647	245	3	university	university	PROPN
asfbr-2647	245	4	.	.	PUNCT
asfbr-2647	246	1	sugiyono	sugiyono	PROPN
asfbr-2647	246	2	.	.	PUNCT
asfbr-2647	247	1	(	(	PUNCT
asfbr-2647	247	2	2023	2023	NUM
asfbr-2647	247	3	)	)	PUNCT
asfbr-2647	247	4	.	.	PUNCT
asfbr-2647	248	1	metode	metode	PROPN
asfbr-2647	248	2	penelitian	penelitian	PROPN
asfbr-2647	248	3	kombinasi	kombinasi	PROPN
asfbr-2647	248	4	(	(	PUNCT
asfbr-2647	248	5	mixed	mixed	ADJ
asfbr-2647	248	6	methods	method	NOUN
asfbr-2647	248	7	)	)	PUNCT
asfbr-2647	248	8	dengan	dengan	NOUN
asfbr-2647	248	9	9	9	NUM
asfbr-2647	248	10	desain	desain	NOUN
asfbr-2647	248	11	(	(	PUNCT
asfbr-2647	248	12	2nd	2nd	ADJ
asfbr-2647	248	13	ed	ed	NOUN
asfbr-2647	248	14	.	.	PUNCT
asfbr-2647	248	15	,	,	PUNCT
asfbr-2647	248	16	vol	vol	NOUN
asfbr-2647	248	17	.	.	PROPN
asfbr-2647	248	18	2	2	NUM
asfbr-2647	248	19	)	)	PUNCT
asfbr-2647	248	20	.	.	PUNCT
asfbr-2647	249	1	bandung	bandung	PROPN
asfbr-2647	249	2	:	:	PUNCT
asfbr-2647	250	1	alfabeta	alfabeta	PROPN
asfbr-2647	250	2	.	.	PUNCT
asfbr-2647	250	3	sun	sun	PROPN
asfbr-2647	250	4	,	,	PUNCT
asfbr-2647	250	5	j.	j.	PROPN
asfbr-2647	250	6	,	,	PUNCT
asfbr-2647	250	7	li	li	PROPN
asfbr-2647	250	8	,	,	PUNCT
asfbr-2647	250	9	h.	h.	PROPN
asfbr-2647	250	10	,	,	PUNCT
asfbr-2647	250	11	huang	huang	PROPN
asfbr-2647	250	12	,	,	PUNCT
asfbr-2647	250	13	q.-h	q.-h	PROPN
asfbr-2647	250	14	.	.	PUNCT
asfbr-2647	250	15	,	,	PUNCT
asfbr-2647	250	16	&	&	CCONJ
asfbr-2647	250	17	he	he	PRON
asfbr-2647	250	18	,	,	PUNCT
asfbr-2647	250	19	k.-y	k.-y	NOUN
asfbr-2647	250	20	.	.	PUNCT
asfbr-2647	250	21	(	(	PUNCT
asfbr-2647	250	22	2014	2014	NUM
asfbr-2647	250	23	)	)	PUNCT
asfbr-2647	250	24	.	.	PUNCT
asfbr-2647	251	1	predicting	predict	VERB
asfbr-2647	251	2	financial	financial	ADJ
asfbr-2647	251	3	distress	distress	NOUN
asfbr-2647	251	4	and	and	CCONJ
asfbr-2647	251	5	corporate	corporate	ADJ
asfbr-2647	251	6	failure	failure	NOUN
asfbr-2647	251	7	:	:	PUNCT
asfbr-2647	251	8	a	a	DET
asfbr-2647	251	9	review	review	NOUN
asfbr-2647	251	10	from	from	ADP
asfbr-2647	251	11	the	the	DET
asfbr-2647	251	12	state	state	NOUN
asfbr-2647	251	13	-	-	PUNCT
asfbr-2647	251	14	of	of	ADP
asfbr-2647	251	15	-	-	PUNCT
asfbr-2647	251	16	the	the	DET
asfbr-2647	251	17	-	-	PUNCT
asfbr-2647	251	18	art	art	NOUN
asfbr-2647	251	19	definitions	definition	NOUN
asfbr-2647	251	20	,	,	PUNCT
asfbr-2647	251	21	modeling	modeling	NOUN
asfbr-2647	251	22	,	,	PUNCT
asfbr-2647	251	23	sampling	sampling	NOUN
asfbr-2647	251	24	,	,	PUNCT
asfbr-2647	251	25	and	and	CCONJ
asfbr-2647	251	26	featuring	feature	VERB
asfbr-2647	251	27	approaches	approach	NOUN
asfbr-2647	251	28	.	.	PUNCT
asfbr-2647	252	1	knowledge	knowledge	NOUN
asfbr-2647	252	2	-	-	PUNCT
asfbr-2647	252	3	based	base	VERB
asfbr-2647	252	4	systems	system	NOUN
asfbr-2647	252	5	,	,	PUNCT
asfbr-2647	252	6	57	57	NUM
asfbr-2647	252	7	,	,	PUNCT
asfbr-2647	252	8	4156	4156	NUM
asfbr-2647	252	9	.	.	PUNCT
asfbr-2647	253	1	https://doi.org/10.1016/j.knosys.2013.12.006	https://doi.org/10.1016/j.knosys.2013.12.006	NUM
asfbr-2647	253	2	supply	supply	NOUN
asfbr-2647	253	3	chain	chain	NOUN
asfbr-2647	253	4	indonesia	indonesia	PROPN
asfbr-2647	253	5	.	.	PUNCT
asfbr-2647	254	1	(	(	PUNCT
asfbr-2647	254	2	2024	2024	NUM
asfbr-2647	254	3	,	,	PUNCT
asfbr-2647	254	4	maret	maret	PROPN
asfbr-2647	254	5	4	4	NUM
asfbr-2647	254	6	)	)	PUNCT
asfbr-2647	254	7	.	.	PUNCT
asfbr-2647	255	1	sektor	sektor	PROPN
asfbr-2647	255	2	logistik	logistik	PROPN
asfbr-2647	255	3	dan	dan	PROPN
asfbr-2647	255	4	transportasi	transportasi	PROPN
asfbr-2647	255	5	terus	terus	PROPN
asfbr-2647	255	6	tumbuh	tumbuh	PROPN
asfbr-2647	255	7	di	di	PROPN
asfbr-2647	255	8	2024	2024	NUM
asfbr-2647	255	9	.	.	PUNCT
asfbr-2647	256	1	retrieved	retrieve	VERB
asfbr-2647	256	2	january	january	PROPN
asfbr-2647	256	3	2025	2025	NUM
asfbr-2647	256	4	,	,	PUNCT
asfbr-2647	256	5	from	from	ADP
asfbr-2647	256	6	news	news	NOUN
asfbr-2647	256	7	:	:	PUNCT
asfbr-2647	256	8	retrieved	retrieve	VERB
asfbr-2647	256	9	from	from	ADP
asfbr-2647	256	10	https://supplychainindonesia.com/sektor-logistik-dan-transportasi-terus-tumbuh-di2024/	https://supplychainindonesia.com/sektor-logistik-dan-transportasi-terus-tumbuh-di2024/	PROPN
asfbr-2647	256	11	teng	teng	PROPN
asfbr-2647	256	12	,	,	PUNCT
asfbr-2647	256	13	m.	m.	NOUN
asfbr-2647	256	14	(	(	PUNCT
asfbr-2647	256	15	2002	2002	NUM
asfbr-2647	256	16	)	)	PUNCT
asfbr-2647	256	17	.	.	PUNCT
asfbr-2647	257	1	corporate	corporate	ADJ
asfbr-2647	257	2	turnaround	turnaround	NOUN
asfbr-2647	257	3	:	:	PUNCT
asfbr-2647	257	4	merawat	merawat	PROPN
asfbr-2647	257	5	perusahaan	perusahaan	PROPN
asfbr-2647	257	6	sakit	sakit	PROPN
asfbr-2647	257	7	menjadi	menjadi	PROPN
asfbr-2647	257	8	sehat	sehat	PROPN
asfbr-2647	257	9	kembali	kembali	PROPN
asfbr-2647	257	10	(	(	PUNCT
asfbr-2647	257	11	2nd	2nd	ADJ
asfbr-2647	257	12	ed	ed	NOUN
asfbr-2647	257	13	.	.	PUNCT
asfbr-2647	257	14	)	)	PUNCT
asfbr-2647	257	15	.	.	PUNCT
asfbr-2647	258	1	(	(	PUNCT
asfbr-2647	258	2	b.	b.	PROPN
asfbr-2647	258	3	muhammad	muhammad	PROPN
asfbr-2647	258	4	,	,	PUNCT
asfbr-2647	258	5	trans	trans	PROPN
asfbr-2647	258	6	.	.	PUNCT
asfbr-2647	258	7	)	)	PUNCT
asfbr-2647	258	8	jakarta	jakarta	PROPN
asfbr-2647	258	9	:	:	PUNCT
asfbr-2647	258	10	prenhallindo	prenhallindo	PROPN
asfbr-2647	258	11	.	.	PUNCT
asfbr-2647	259	1	zmijewski	zmijewski	PROPN
asfbr-2647	259	2	,	,	PUNCT
asfbr-2647	259	3	m.	m.	NOUN
asfbr-2647	259	4	(	(	PUNCT
asfbr-2647	259	5	1984	1984	NUM
asfbr-2647	259	6	)	)	PUNCT
asfbr-2647	259	7	.	.	PUNCT
asfbr-2647	260	1	methodological	methodological	ADJ
asfbr-2647	260	2	issues	issue	NOUN
asfbr-2647	260	3	related	relate	VERB
asfbr-2647	260	4	to	to	ADP
asfbr-2647	260	5	the	the	DET
asfbr-2647	260	6	estimation	estimation	NOUN
asfbr-2647	260	7	of	of	ADP
asfbr-2647	260	8	financial	financial	ADJ
asfbr-2647	260	9	distress	distress	NOUN
asfbr-2647	260	10	prediction	prediction	NOUN
asfbr-2647	260	11	models	model	NOUN
asfbr-2647	260	12	.	.	PUNCT
asfbr-2647	261	1	studies	study	NOUN
asfbr-2647	261	2	on	on	ADP
asfbr-2647	261	3	current	current	ADJ
asfbr-2647	261	4	econometric	econometric	ADJ
asfbr-2647	261	5	issues	issue	NOUN
asfbr-2647	261	6	in	in	ADP
asfbr-2647	261	7	accounting	accounting	NOUN
asfbr-2647	261	8	,	,	PUNCT
asfbr-2647	261	9	22	22	NUM
asfbr-2647	261	10	,	,	PUNCT
asfbr-2647	261	11	59	59	NUM
asfbr-2647	261	12	-	-	SYM
asfbr-2647	261	13	82	82	NUM
asfbr-2647	261	14	.	.	PUNCT
asfbr-2647	262	1	https://doi.org/10.2307/2490859	https://doi.org/10.2307/2490859	PRON
asfbr-2647	262	2	publisher	publisher	NOUN
asfbr-2647	262	3	’s	’s	PART
asfbr-2647	262	4	note	note	NOUN
asfbr-2647	262	5	:	:	PUNCT
asfbr-2647	262	6	asian	asian	ADJ
asfbr-2647	262	7	finance	finance	PROPN
asfbr-2647	262	8	&	&	CCONJ
asfbr-2647	262	9	banking	banking	PROPN
asfbr-2647	262	10	society	society	NOUN
asfbr-2647	262	11	stays	stay	VERB
asfbr-2647	262	12	neutral	neutral	ADJ
asfbr-2647	262	13	with	with	ADP
asfbr-2647	262	14	regard	regard	NOUN
asfbr-2647	262	15	to	to	ADP
asfbr-2647	262	16	jurisdictional	jurisdictional	ADJ
asfbr-2647	262	17	claims	claim	NOUN
asfbr-2647	262	18	in	in	ADP
asfbr-2647	262	19	published	publish	VERB
asfbr-2647	262	20	maps	map	NOUN
asfbr-2647	262	21	and	and	CCONJ
asfbr-2647	262	22	institutional	institutional	ADJ
asfbr-2647	262	23	affiliations	affiliation	NOUN
asfbr-2647	262	24	.	.	PUNCT
asfbr-2647	263	1	©	©	PROPN
asfbr-2647	263	2	2025	2025	NUM
asfbr-2647	263	3	by	by	ADP
asfbr-2647	263	4	the	the	DET
asfbr-2647	263	5	authors	author	NOUN
asfbr-2647	263	6	.	.	PUNCT
asfbr-2647	264	1	licensee	licensee	PROPN
asfbr-2647	264	2	asian	asian	PROPN
asfbr-2647	264	3	finance	finance	PROPN
asfbr-2647	264	4	&	&	CCONJ
asfbr-2647	264	5	banking	banking	PROPN
asfbr-2647	264	6	society	society	PROPN
asfbr-2647	264	7	,	,	PUNCT
asfbr-2647	264	8	usa	usa	PROPN
asfbr-2647	264	9	.	.	PROPN
asfbr-2647	265	1	this	this	DET
asfbr-2647	265	2	article	article	NOUN
asfbr-2647	265	3	is	be	AUX
asfbr-2647	265	4	an	an	DET
asfbr-2647	265	5	open	open	ADJ
asfbr-2647	265	6	access	access	NOUN
asfbr-2647	265	7	article	article	NOUN
asfbr-2647	265	8	distributed	distribute	VERB
asfbr-2647	265	9	under	under	ADP
asfbr-2647	265	10	the	the	DET
asfbr-2647	265	11	terms	term	NOUN
asfbr-2647	265	12	and	and	CCONJ
asfbr-2647	265	13	conditions	condition	NOUN
asfbr-2647	265	14	of	of	ADP
asfbr-2647	265	15	the	the	DET
asfbr-2647	265	16	creative	creative	ADJ
asfbr-2647	265	17	commons	common	NOUN
asfbr-2647	265	18	attribution	attribution	NOUN
asfbr-2647	265	19	(	(	PUNCT
asfbr-2647	265	20	cc	cc	NOUN
asfbr-2647	265	21	by	by	ADP
asfbr-2647	265	22	)	)	PUNCT
asfbr-2647	265	23	license	license	NOUN
asfbr-2647	265	24	(	(	PUNCT
asfbr-2647	265	25	http://creativecommons.org/licenses/by/4.0/	http://creativecommons.org/licenses/by/4.0/	PROPN
asfbr-2647	265	26	)	)	PUNCT
asfbr-2647	265	27	.	.	PUNCT
asfbr-2647	266	1	asian	asian	PROPN
asfbr-2647	266	2	finance	finance	PROPN
asfbr-2647	266	3	&	&	CCONJ
asfbr-2647	266	4	banking	banking	PROPN
asfbr-2647	266	5	review	review	NOUN
asfbr-2647	266	6	(	(	PUNCT
asfbr-2647	266	7	p	p	NOUN
asfbr-2647	266	8	-	-	PUNCT
asfbr-2647	266	9	issn	issn	VERB
asfbr-2647	266	10	2576	2576	NUM
asfbr-2647	266	11	-	-	SYM
asfbr-2647	266	12	1161	1161	NUM
asfbr-2647	266	13	e	e	NOUN
asfbr-2647	266	14	-	-	NOUN
asfbr-2647	266	15	issn	issn	VERB
asfbr-2647	266	16	2576	2576	NUM
asfbr-2647	266	17	-	-	SYM
asfbr-2647	266	18	1188	1188	NUM
asfbr-2647	266	19	)	)	PUNCT
asfbr-2647	266	20	by	by	ADP
asfbr-2647	266	21	asian	asian	ADJ
asfbr-2647	266	22	finance	finance	PROPN
asfbr-2647	266	23	&	&	CCONJ
asfbr-2647	266	24	banking	banking	NOUN
asfbr-2647	266	25	society	society	NOUN
asfbr-2647	266	26	is	be	AUX
asfbr-2647	266	27	licensed	license	VERB
asfbr-2647	266	28	under	under	ADP
asfbr-2647	266	29	a	a	DET
asfbr-2647	266	30	creative	creative	ADJ
asfbr-2647	266	31	commons	common	NOUN
asfbr-2647	266	32	attribution	attribution	NOUN
asfbr-2647	266	33	4.0	4.0	NUM
asfbr-2647	266	34	international	international	ADJ
asfbr-2647	266	35	license	license	NOUN
asfbr-2647	266	36	.	.	PUNCT
asfbr-2647	267	1	http://creativecommons.org/licenses/by/4.0/	http://creativecommons.org/licenses/by/4.0/	PROPN
asfbr-2647	267	2	)	)	PUNCT
asfbr-2647	268	1	http://creativecommons.org/licenses/by/4.0/	http://creativecommons.org/licenses/by/4.0/	PROPN
asfbr-2647	268	2	http://creativecommons.org/licenses/by/4.0/	http://creativecommons.org/licenses/by/4.0/	PROPN
asfbr-2647	268	3	http://creativecommons.org/licenses/by/4.0/	http://creativecommons.org/licenses/by/4.0/	PROPN
