id	sid	tid	token	lemma	pos
ajiri-5738	1	1	pa	pa	PROPN
ajiri-5738	1	2	ge	ge	PROPN
ajiri-5738	1	3	1	1	NUM
ajiri-5738	1	4	pa	pa	PROPN
ajiri-5738	1	5	ge	ge	PROPN
ajiri-5738	1	6	50	50	NUM
ajiri-5738	1	7	american	american	ADJ
ajiri-5738	1	8	journal	journal	NOUN
ajiri-5738	1	9	of	of	ADP
ajiri-5738	1	10	interdisciplinary	interdisciplinary	ADJ
ajiri-5738	1	11	research	research	NOUN
ajiri-5738	1	12	and	and	CCONJ
ajiri-5738	1	13	innovation	innovation	NOUN
ajiri-5738	1	14	(	(	PUNCT
ajiri-5738	1	15	ajiri	ajiri	NOUN
ajiri-5738	1	16	)	)	PUNCT
ajiri-5738	1	17	the	the	DET
ajiri-5738	1	18	impact	impact	NOUN
ajiri-5738	1	19	of	of	ADP
ajiri-5738	1	20	funding	funding	NOUN
ajiri-5738	1	21	liquidity	liquidity	NOUN
ajiri-5738	1	22	risk	risk	NOUN
ajiri-5738	1	23	on	on	ADP
ajiri-5738	1	24	business	business	NOUN
ajiri-5738	1	25	discontinuity	discontinuity	NOUN
ajiri-5738	1	26	in	in	ADP
ajiri-5738	1	27	the	the	DET
ajiri-5738	1	28	financial	financial	ADJ
ajiri-5738	1	29	sector	sector	NOUN
ajiri-5738	1	30	elgaili	elgaili	NOUN
ajiri-5738	1	31	ibrahim	ibrahim	PROPN
ajiri-5738	1	32	baloola	baloola	PROPN
ajiri-5738	2	1	elbashir1	elbashir1	PROPN
ajiri-5738	2	2	*	*	PUNCT
ajiri-5738	2	3	volume	volume	NOUN
ajiri-5738	2	4	4	4	NUM
ajiri-5738	2	5	issue	issue	NOUN
ajiri-5738	2	6	3	3	NUM
ajiri-5738	2	7	,	,	PUNCT
ajiri-5738	2	8	year	year	NOUN
ajiri-5738	2	9	2025	2025	NUM
ajiri-5738	2	10	issn	issn	NOUN
ajiri-5738	2	11	:	:	PUNCT
ajiri-5738	2	12	2833	2833	NUM
ajiri-5738	2	13	-	-	SYM
ajiri-5738	2	14	2237	2237	NUM
ajiri-5738	2	15	(	(	PUNCT
ajiri-5738	2	16	online	online	ADJ
ajiri-5738	2	17	)	)	PUNCT
ajiri-5738	2	18	doi	doi	NOUN
ajiri-5738	2	19	:	:	PUNCT
ajiri-5738	2	20	https://doi.org/10.54536/ajiri.v4i3.5738	https://doi.org/10.54536/ajiri.v4i3.5738	NOUN
ajiri-5738	2	21	https://journals.e-palli.com/home/index.php/ajiri	https://journals.e-palli.com/home/index.php/ajiri	PROPN
ajiri-5738	2	22	article	article	NOUN
ajiri-5738	2	23	information	information	NOUN
ajiri-5738	2	24	abstract	abstract	ADV
ajiri-5738	2	25	received	receive	VERB
ajiri-5738	2	26	:	:	PUNCT
ajiri-5738	2	27	july	july	PROPN
ajiri-5738	2	28	15	15	NUM
ajiri-5738	2	29	,	,	PUNCT
ajiri-5738	2	30	2025	2025	NUM
ajiri-5738	2	31	accepted	accept	VERB
ajiri-5738	2	32	:	:	PUNCT
ajiri-5738	2	33	august	august	PROPN
ajiri-5738	2	34	16	16	NUM
ajiri-5738	2	35	,	,	PUNCT
ajiri-5738	2	36	2025	2025	NUM
ajiri-5738	2	37	published	publish	VERB
ajiri-5738	2	38	:	:	PUNCT
ajiri-5738	2	39	october	october	PROPN
ajiri-5738	2	40	07	07	NUM
ajiri-5738	2	41	,	,	PUNCT
ajiri-5738	2	42	2025	2025	NUM
ajiri-5738	2	43	financing	financing	NOUN
ajiri-5738	2	44	liquidity	liquidity	NOUN
ajiri-5738	2	45	risk	risk	NOUN
ajiri-5738	2	46	is	be	AUX
ajiri-5738	2	47	a	a	DET
ajiri-5738	2	48	serious	serious	ADJ
ajiri-5738	2	49	risk	risk	NOUN
ajiri-5738	2	50	to	to	ADP
ajiri-5738	2	51	financial	financial	ADJ
ajiri-5738	2	52	stability	stability	NOUN
ajiri-5738	2	53	especially	especially	ADV
ajiri-5738	2	54	in	in	ADP
ajiri-5738	2	55	the	the	DET
ajiri-5738	2	56	emerging	emerge	VERB
ajiri-5738	2	57	markets	market	NOUN
ajiri-5738	2	58	,	,	PUNCT
ajiri-5738	2	59	where	where	SCONJ
ajiri-5738	2	60	non	non	ADJ
ajiri-5738	2	61	-	-	ADJ
ajiri-5738	2	62	bank	bank	ADJ
ajiri-5738	2	63	financial	financial	ADJ
ajiri-5738	2	64	institutions	institution	NOUN
ajiri-5738	2	65	(	(	PUNCT
ajiri-5738	2	66	nbfis	nbfis	PROPN
ajiri-5738	2	67	)	)	PUNCT
ajiri-5738	2	68	have	have	VERB
ajiri-5738	2	69	limited	limit	VERB
ajiri-5738	2	70	regulation	regulation	NOUN
ajiri-5738	2	71	along	along	ADP
ajiri-5738	2	72	with	with	ADP
ajiri-5738	2	73	access	access	NOUN
ajiri-5738	2	74	to	to	ADP
ajiri-5738	2	75	systemic	systemic	ADJ
ajiri-5738	2	76	liquidity	liquidity	NOUN
ajiri-5738	2	77	support	support	NOUN
ajiri-5738	2	78	.	.	PUNCT
ajiri-5738	3	1	this	this	DET
ajiri-5738	3	2	paper	paper	NOUN
ajiri-5738	3	3	examines	examine	VERB
ajiri-5738	3	4	the	the	DET
ajiri-5738	3	5	connection	connection	NOUN
ajiri-5738	3	6	between	between	ADP
ajiri-5738	3	7	liquidity	liquidity	NOUN
ajiri-5738	3	8	risk	risk	NOUN
ajiri-5738	3	9	to	to	ADP
ajiri-5738	3	10	business	business	NOUN
ajiri-5738	3	11	discontinuity	discontinuity	NOUN
ajiri-5738	3	12	in	in	ADP
ajiri-5738	3	13	nbfi	nbfi	PROPN
ajiri-5738	3	14	sector	sector	NOUN
ajiri-5738	3	15	between	between	ADP
ajiri-5738	3	16	2011	2011	NUM
ajiri-5738	3	17	and	and	CCONJ
ajiri-5738	3	18	2024	2024	NUM
ajiri-5738	3	19	by	by	ADP
ajiri-5738	3	20	undertaking	undertake	VERB
ajiri-5738	3	21	a	a	DET
ajiri-5738	3	22	longitudinal	longitudinal	ADJ
ajiri-5738	3	23	quantitative	quantitative	ADJ
ajiri-5738	3	24	study	study	NOUN
ajiri-5738	3	25	,	,	PUNCT
ajiri-5738	3	26	and	and	CCONJ
ajiri-5738	3	27	secondary	secondary	ADJ
ajiri-5738	3	28	data	datum	NOUN
ajiri-5738	3	29	set	set	VERB
ajiri-5738	3	30	of	of	ADP
ajiri-5738	3	31	the	the	DET
ajiri-5738	3	32	world	world	NOUN
ajiri-5738	3	33	bank	bank	NOUN
ajiri-5738	3	34	,	,	PUNCT
ajiri-5738	3	35	and	and	CCONJ
ajiri-5738	3	36	imf	imf	PROPN
ajiri-5738	3	37	.	.	PUNCT
ajiri-5738	4	1	major	major	ADJ
ajiri-5738	4	2	liquidity	liquidity	NOUN
ajiri-5738	4	3	ratios	ratio	NOUN
ajiri-5738	4	4	such	such	ADJ
ajiri-5738	4	5	as	as	ADP
ajiri-5738	4	6	liquidity	liquidity	NOUN
ajiri-5738	4	7	coverage	coverage	NOUN
ajiri-5738	4	8	ratio	ratio	NOUN
ajiri-5738	4	9	(	(	PUNCT
ajiri-5738	4	10	lcr	lcr	NOUN
ajiri-5738	4	11	)	)	PUNCT
ajiri-5738	4	12	,	,	PUNCT
ajiri-5738	4	13	liquid	liquid	ADJ
ajiri-5738	4	14	assets	asset	NOUN
ajiri-5738	4	15	percentage	percentage	NOUN
ajiri-5738	4	16	,	,	PUNCT
ajiri-5738	4	17	funding	funding	NOUN
ajiri-5738	4	18	ratio	ratio	NOUN
ajiri-5738	4	19	,	,	PUNCT
ajiri-5738	4	20	and	and	CCONJ
ajiri-5738	4	21	interest	interest	NOUN
ajiri-5738	4	22	cost	cost	NOUN
ajiri-5738	4	23	were	be	AUX
ajiri-5738	4	24	investigated	investigate	VERB
ajiri-5738	4	25	and	and	CCONJ
ajiri-5738	4	26	correlated	correlate	VERB
ajiri-5738	4	27	with	with	ADP
ajiri-5738	4	28	macroeconomic	macroeconomic	ADJ
ajiri-5738	4	29	factors	factor	NOUN
ajiri-5738	4	30	like	like	ADP
ajiri-5738	4	31	the	the	DET
ajiri-5738	4	32	rate	rate	NOUN
ajiri-5738	4	33	of	of	ADP
ajiri-5738	4	34	inflation	inflation	NOUN
ajiri-5738	4	35	and	and	CCONJ
ajiri-5738	4	36	gdp	gdp	NOUN
ajiri-5738	4	37	growth	growth	NOUN
ajiri-5738	4	38	.	.	PUNCT
ajiri-5738	5	1	regression	regression	NOUN
ajiri-5738	5	2	findings	finding	NOUN
ajiri-5738	5	3	indicate	indicate	VERB
ajiri-5738	5	4	that	that	DET
ajiri-5738	5	5	increase	increase	NOUN
ajiri-5738	5	6	in	in	ADP
ajiri-5738	5	7	the	the	DET
ajiri-5738	5	8	lcr	lcr	NOUN
ajiri-5738	5	9	,	,	PUNCT
ajiri-5738	5	10	liquid	liquid	ADJ
ajiri-5738	5	11	assets	asset	NOUN
ajiri-5738	5	12	and	and	CCONJ
ajiri-5738	5	13	funding	funding	NOUN
ajiri-5738	5	14	ratios	ratio	NOUN
ajiri-5738	5	15	greatly	greatly	ADV
ajiri-5738	5	16	decrease	decrease	VERB
ajiri-5738	5	17	the	the	DET
ajiri-5738	5	18	risk	risk	NOUN
ajiri-5738	5	19	of	of	ADP
ajiri-5738	5	20	business	business	NOUN
ajiri-5738	5	21	discontinuity	discontinuity	NOUN
ajiri-5738	5	22	,	,	PUNCT
ajiri-5738	5	23	and	and	CCONJ
ajiri-5738	5	24	increased	increase	VERB
ajiri-5738	5	25	funding	funding	NOUN
ajiri-5738	5	26	costs	cost	NOUN
ajiri-5738	5	27	and	and	CCONJ
ajiri-5738	5	28	inflation	inflation	NOUN
ajiri-5738	5	29	significantly	significantly	ADV
ajiri-5738	5	30	increase	increase	VERB
ajiri-5738	5	31	risks	risk	NOUN
ajiri-5738	5	32	.	.	PUNCT
ajiri-5738	6	1	protective	protective	ADJ
ajiri-5738	6	2	effect	effect	NOUN
ajiri-5738	6	3	is	be	AUX
ajiri-5738	6	4	also	also	ADV
ajiri-5738	6	5	exhibited	exhibit	VERB
ajiri-5738	6	6	with	with	ADP
ajiri-5738	6	7	credit	credit	NOUN
ajiri-5738	6	8	rating	rating	NOUN
ajiri-5738	6	9	strength	strength	NOUN
ajiri-5738	6	10	.	.	PUNCT
ajiri-5738	7	1	the	the	DET
ajiri-5738	7	2	results	result	NOUN
ajiri-5738	7	3	are	be	AUX
ajiri-5738	7	4	consistent	consistent	ADJ
ajiri-5738	7	5	with	with	ADP
ajiri-5738	7	6	the	the	DET
ajiri-5738	7	7	goals	goal	NOUN
ajiri-5738	7	8	of	of	ADP
ajiri-5738	7	9	basel	basel	PROPN
ajiri-5738	7	10	iii	iii	PROPN
ajiri-5738	7	11	,	,	PUNCT
ajiri-5738	7	12	justifying	justify	VERB
ajiri-5738	7	13	the	the	DET
ajiri-5738	7	14	significance	significance	NOUN
ajiri-5738	7	15	of	of	ADP
ajiri-5738	7	16	strong	strong	ADJ
ajiri-5738	7	17	liquidity	liquidity	NOUN
ajiri-5738	7	18	buffers	buffer	NOUN
ajiri-5738	7	19	,	,	PUNCT
ajiri-5738	7	20	but	but	CCONJ
ajiri-5738	7	21	also	also	ADV
ajiri-5738	7	22	show	show	VERB
ajiri-5738	7	23	the	the	DET
ajiri-5738	7	24	increased	increase	VERB
ajiri-5738	7	25	vulnerability	vulnerability	NOUN
ajiri-5738	7	26	of	of	ADP
ajiri-5738	7	27	nbfis	nbfis	NOUN
ajiri-5738	7	28	to	to	ADP
ajiri-5738	7	29	the	the	DET
ajiri-5738	7	30	impact	impact	NOUN
ajiri-5738	7	31	of	of	ADP
ajiri-5738	7	32	inflation	inflation	NOUN
ajiri-5738	7	33	and	and	CCONJ
ajiri-5738	7	34	borrowing	borrowing	NOUN
ajiri-5738	7	35	rates	rate	NOUN
ajiri-5738	7	36	.	.	PUNCT
ajiri-5738	8	1	the	the	DET
ajiri-5738	8	2	findings	finding	NOUN
ajiri-5738	8	3	amplify	amplify	VERB
ajiri-5738	8	4	the	the	DET
ajiri-5738	8	5	necessity	necessity	NOUN
ajiri-5738	8	6	of	of	ADP
ajiri-5738	8	7	extending	extend	VERB
ajiri-5738	8	8	the	the	DET
ajiri-5738	8	9	regulation	regulation	NOUN
ajiri-5738	8	10	of	of	ADP
ajiri-5738	8	11	liquidity	liquidity	NOUN
ajiri-5738	8	12	to	to	PART
ajiri-5738	8	13	nbfis	nbfis	VERB
ajiri-5738	8	14	,	,	PUNCT
ajiri-5738	8	15	enhancing	enhance	VERB
ajiri-5738	8	16	administration	administration	NOUN
ajiri-5738	8	17	,	,	PUNCT
ajiri-5738	8	18	broadening	broaden	VERB
ajiri-5738	8	19	the	the	DET
ajiri-5738	8	20	financing	financing	NOUN
ajiri-5738	8	21	,	,	PUNCT
ajiri-5738	8	22	and	and	CCONJ
ajiri-5738	8	23	shifting	shift	VERB
ajiri-5738	8	24	toward	toward	ADP
ajiri-5738	8	25	advanced	advanced	ADJ
ajiri-5738	8	26	technologies	technology	NOUN
ajiri-5738	8	27	of	of	ADP
ajiri-5738	8	28	forecasting	forecasting	NOUN
ajiri-5738	8	29	and	and	CCONJ
ajiri-5738	8	30	monitoring	monitoring	NOUN
ajiri-5738	8	31	.	.	PUNCT
ajiri-5738	9	1	policy	policy	NOUN
ajiri-5738	9	2	implications	implication	NOUN
ajiri-5738	9	3	include	include	VERB
ajiri-5738	9	4	the	the	DET
ajiri-5738	9	5	idea	idea	NOUN
ajiri-5738	9	6	that	that	PRON
ajiri-5738	9	7	coordinated	coordinate	VERB
ajiri-5738	9	8	non	non	ADJ
ajiri-5738	9	9	-	-	ADJ
ajiri-5738	9	10	restrictive	restrictive	ADJ
ajiri-5738	9	11	monetary	monetary	ADJ
ajiri-5738	9	12	and	and	CCONJ
ajiri-5738	9	13	macroprudential	macroprudential	ADJ
ajiri-5738	9	14	policies	policy	NOUN
ajiri-5738	9	15	would	would	AUX
ajiri-5738	9	16	facilitate	facilitate	VERB
ajiri-5738	9	17	resilience	resilience	NOUN
ajiri-5738	9	18	in	in	ADP
ajiri-5738	9	19	the	the	DET
ajiri-5738	9	20	sector	sector	NOUN
ajiri-5738	9	21	.	.	PUNCT
ajiri-5738	10	1	this	this	DET
ajiri-5738	10	2	study	study	NOUN
ajiri-5738	10	3	adds	add	VERB
ajiri-5738	10	4	to	to	ADP
ajiri-5738	10	5	the	the	DET
ajiri-5738	10	6	international	international	ADJ
ajiri-5738	10	7	liquidity	liquidity	NOUN
ajiri-5738	10	8	risk	risk	NOUN
ajiri-5738	10	9	debate	debate	NOUN
ajiri-5738	10	10	and	and	CCONJ
ajiri-5738	10	11	outlines	outline	VERB
ajiri-5738	10	12	key	key	ADJ
ajiri-5738	10	13	areas	area	NOUN
ajiri-5738	10	14	of	of	ADP
ajiri-5738	10	15	intervention	intervention	NOUN
ajiri-5738	10	16	to	to	PART
ajiri-5738	10	17	reduce	reduce	VERB
ajiri-5738	10	18	the	the	DET
ajiri-5738	10	19	associated	associated	ADJ
ajiri-5738	10	20	operational	operational	ADJ
ajiri-5738	10	21	and	and	CCONJ
ajiri-5738	10	22	reputation	reputation	NOUN
ajiri-5738	10	23	-	-	PUNCT
ajiri-5738	10	24	damaging	damage	VERB
ajiri-5738	10	25	consequences	consequence	NOUN
ajiri-5738	10	26	of	of	ADP
ajiri-5738	10	27	liquidity	liquidity	NOUN
ajiri-5738	10	28	crises	crisis	NOUN
ajiri-5738	10	29	in	in	ADP
ajiri-5738	10	30	the	the	DET
ajiri-5738	10	31	nbfis	nbfis	NOUN
ajiri-5738	10	32	.	.	PUNCT
ajiri-5738	11	1	keywords	keyword	VERB
ajiri-5738	11	2	business	business	NOUN
ajiri-5738	11	3	discontinuity	discontinuity	NOUN
ajiri-5738	11	4	,	,	PUNCT
ajiri-5738	11	5	financial	financial	ADJ
ajiri-5738	11	6	stability	stability	NOUN
ajiri-5738	11	7	,	,	PUNCT
ajiri-5738	11	8	funding	funding	NOUN
ajiri-5738	11	9	liquidity	liquidity	NOUN
ajiri-5738	11	10	,	,	PUNCT
ajiri-5738	11	11	nonbank	nonbank	PROPN
ajiri-5738	11	12	financial	financial	ADJ
ajiri-5738	11	13	institutions	institution	NOUN
ajiri-5738	11	14	1	1	NUM
ajiri-5738	11	15	financial	financial	ADJ
ajiri-5738	11	16	service	service	NOUN
ajiri-5738	11	17	and	and	CCONJ
ajiri-5738	11	18	fintech	fintech	NOUN
ajiri-5738	11	19	industry	industry	NOUN
ajiri-5738	11	20	,	,	PUNCT
ajiri-5738	11	21	al	al	PROPN
ajiri-5738	11	22	yusr	yusr	PROPN
ajiri-5738	11	23	for	for	ADP
ajiri-5738	11	24	leasing	leasing	NOUN
ajiri-5738	11	25	and	and	CCONJ
ajiri-5738	11	26	financing	financing	PROPN
ajiri-5738	11	27	co.	co.	PROPN
ajiri-5738	11	28	riyadh	riyadh	PROPN
ajiri-5738	11	29	,	,	PUNCT
ajiri-5738	11	30	saudi	saudi	PROPN
ajiri-5738	11	31	arabia	arabia	PROPN
ajiri-5738	11	32	*	*	PUNCT
ajiri-5738	11	33	corresponding	correspond	VERB
ajiri-5738	11	34	author	author	NOUN
ajiri-5738	11	35	’s	’s	PART
ajiri-5738	11	36	e	e	NOUN
ajiri-5738	11	37	-	-	NOUN
ajiri-5738	11	38	mail	mail	NOUN
ajiri-5738	11	39	:	:	PUNCT
ajiri-5738	12	1	elgailiibrahim@outlook.com	elgailiibrahim@outlook.com	X
ajiri-5738	12	2	introduction	introduction	NOUN
ajiri-5738	12	3	funding	fund	VERB
ajiri-5738	12	4	liquidity	liquidity	NOUN
ajiri-5738	12	5	risk	risk	NOUN
ajiri-5738	12	6	potential	potential	ADJ
ajiri-5738	12	7	exposure	exposure	NOUN
ajiri-5738	12	8	is	be	AUX
ajiri-5738	12	9	an	an	DET
ajiri-5738	12	10	inherent	inherent	ADJ
ajiri-5738	12	11	issue	issue	NOUN
ajiri-5738	12	12	of	of	ADP
ajiri-5738	12	13	financial	financial	ADJ
ajiri-5738	12	14	institutions	institution	NOUN
ajiri-5738	12	15	,	,	PUNCT
ajiri-5738	12	16	of	of	ADP
ajiri-5738	12	17	those	those	PRON
ajiri-5738	12	18	working	work	VERB
ajiri-5738	12	19	in	in	ADP
ajiri-5738	12	20	markets	market	NOUN
ajiri-5738	12	21	where	where	SCONJ
ajiri-5738	12	22	maturities	maturity	NOUN
ajiri-5738	12	23	do	do	AUX
ajiri-5738	12	24	not	not	PART
ajiri-5738	12	25	fit	fit	VERB
ajiri-5738	12	26	the	the	DET
ajiri-5738	12	27	market	market	NOUN
ajiri-5738	12	28	(	(	PUNCT
ajiri-5738	12	29	al	al	PROPN
ajiri-5738	12	30	janabi	janabi	NOUN
ajiri-5738	12	31	,	,	PUNCT
ajiri-5738	12	32	2024	2024	NUM
ajiri-5738	12	33	)	)	PUNCT
ajiri-5738	12	34	.	.	PUNCT
ajiri-5738	13	1	crises	crisis	NOUN
ajiri-5738	13	2	in	in	ADP
ajiri-5738	13	3	the	the	DET
ajiri-5738	13	4	past	past	NOUN
ajiri-5738	13	5	,	,	PUNCT
ajiri-5738	13	6	such	such	ADJ
ajiri-5738	13	7	as	as	ADP
ajiri-5738	13	8	the	the	DET
ajiri-5738	13	9	2007	2007	NUM
ajiri-5738	13	10	08	08	NUM
ajiri-5738	13	11	global	global	ADJ
ajiri-5738	13	12	financial	financial	ADJ
ajiri-5738	13	13	crisis	crisis	NOUN
ajiri-5738	13	14	show	show	VERB
ajiri-5738	13	15	how	how	SCONJ
ajiri-5738	13	16	any	any	DET
ajiri-5738	13	17	sudden	sudden	ADJ
ajiri-5738	13	18	withdrawal	withdrawal	NOUN
ajiri-5738	13	19	or	or	CCONJ
ajiri-5738	13	20	suspension	suspension	NOUN
ajiri-5738	13	21	of	of	ADP
ajiri-5738	13	22	funding	funding	NOUN
ajiri-5738	13	23	can	can	AUX
ajiri-5738	13	24	sabotage	sabotage	VERB
ajiri-5738	13	25	normally	normally	ADV
ajiri-5738	13	26	well	well	ADV
ajiri-5738	13	27	-	-	PUNCT
ajiri-5738	13	28	funded	fund	VERB
ajiri-5738	13	29	institutions	institution	NOUN
ajiri-5738	13	30	(	(	PUNCT
ajiri-5738	13	31	mirzaei	mirzaei	ADJ
ajiri-5738	13	32	,	,	PUNCT
ajiri-5738	13	33	2023	2023	NUM
ajiri-5738	13	34	;	;	PUNCT
ajiri-5738	13	35	pilaar	pilaar	NOUN
ajiri-5738	13	36	,	,	PUNCT
ajiri-5738	13	37	2018	2018	NUM
ajiri-5738	13	38	)	)	PUNCT
ajiri-5738	13	39	.	.	PUNCT
ajiri-5738	14	1	this	this	DET
ajiri-5738	14	2	reaction	reaction	NOUN
ajiri-5738	14	3	highlighted	highlight	VERB
ajiri-5738	14	4	the	the	DET
ajiri-5738	14	5	establishment	establishment	NOUN
ajiri-5738	14	6	of	of	ADP
ajiri-5738	14	7	better	well	ADJ
ajiri-5738	14	8	liquidity	liquidity	NOUN
ajiri-5738	14	9	standards	standard	NOUN
ajiri-5738	14	10	under	under	ADP
ajiri-5738	14	11	basel	basel	PROPN
ajiri-5738	14	12	iii	iii	PROPN
ajiri-5738	14	13	where	where	SCONJ
ajiri-5738	14	14	certain	certain	ADJ
ajiri-5738	14	15	ratios	ratio	NOUN
ajiri-5738	14	16	,	,	PUNCT
ajiri-5738	14	17	including	include	VERB
ajiri-5738	14	18	liquidity	liquidity	NOUN
ajiri-5738	14	19	coverage	coverage	NOUN
ajiri-5738	14	20	ratio	ratio	NOUN
ajiri-5738	14	21	(	(	PUNCT
ajiri-5738	14	22	lcr	lcr	NOUN
ajiri-5738	14	23	)	)	PUNCT
ajiri-5738	14	24	and	and	CCONJ
ajiri-5738	14	25	net	net	ADJ
ajiri-5738	14	26	stable	stable	ADJ
ajiri-5738	14	27	funding	funding	NOUN
ajiri-5738	14	28	ratio	ratio	NOUN
ajiri-5738	14	29	(	(	PUNCT
ajiri-5738	14	30	nsfr	nsfr	ADJ
ajiri-5738	14	31	)	)	PUNCT
ajiri-5738	14	32	,	,	PUNCT
ajiri-5738	14	33	required	require	VERB
ajiri-5738	14	34	the	the	DET
ajiri-5738	14	35	institutions	institution	NOUN
ajiri-5738	14	36	to	to	PART
ajiri-5738	14	37	maintain	maintain	VERB
ajiri-5738	14	38	a	a	DET
ajiri-5738	14	39	quantity	quantity	NOUN
ajiri-5738	14	40	of	of	ADP
ajiri-5738	14	41	high	high	ADJ
ajiri-5738	14	42	-	-	PUNCT
ajiri-5738	14	43	quality	quality	NOUN
ajiri-5738	14	44	liquid	liquid	ADJ
ajiri-5738	14	45	assets	asset	NOUN
ajiri-5738	14	46	over	over	ADP
ajiri-5738	14	47	a	a	DET
ajiri-5738	14	48	period	period	NOUN
ajiri-5738	14	49	of	of	ADP
ajiri-5738	14	50	horizons	horizon	NOUN
ajiri-5738	14	51	(	(	PUNCT
ajiri-5738	14	52	alam	alam	PROPN
ajiri-5738	14	53	et	et	PROPN
ajiri-5738	14	54	al	al	PROPN
ajiri-5738	14	55	.	.	PROPN
ajiri-5738	14	56	,	,	PUNCT
ajiri-5738	14	57	2023	2023	NUM
ajiri-5738	14	58	;	;	PUNCT
ajiri-5738	14	59	sharma	sharma	PROPN
ajiri-5738	14	60	&	&	CCONJ
ajiri-5738	14	61	chauhan	chauhan	PROPN
ajiri-5738	14	62	,	,	PUNCT
ajiri-5738	14	63	2023	2023	NUM
ajiri-5738	14	64	)	)	PUNCT
ajiri-5738	14	65	.	.	PUNCT
ajiri-5738	15	1	empirical	empirical	ADJ
ajiri-5738	15	2	investigations	investigation	NOUN
ajiri-5738	15	3	reveal	reveal	VERB
ajiri-5738	15	4	that	that	SCONJ
ajiri-5738	15	5	banks	bank	NOUN
ajiri-5738	15	6	that	that	PRON
ajiri-5738	15	7	are	be	AUX
ajiri-5738	15	8	well	well	ADV
ajiri-5738	15	9	regulated	regulated	ADJ
ajiri-5738	15	10	when	when	SCONJ
ajiri-5738	15	11	it	it	PRON
ajiri-5738	15	12	comes	come	VERB
ajiri-5738	15	13	to	to	ADP
ajiri-5738	15	14	liquidity	liquidity	NOUN
ajiri-5738	15	15	have	have	VERB
ajiri-5738	15	16	less	less	ADJ
ajiri-5738	15	17	liquidity	liquidity	NOUN
ajiri-5738	15	18	risk	risk	NOUN
ajiri-5738	15	19	which	which	PRON
ajiri-5738	15	20	in	in	ADP
ajiri-5738	15	21	turn	turn	NOUN
ajiri-5738	15	22	might	might	AUX
ajiri-5738	15	23	lead	lead	VERB
ajiri-5738	15	24	to	to	PART
ajiri-5738	15	25	decline	decline	VERB
ajiri-5738	15	26	in	in	ADP
ajiri-5738	15	27	lending	lending	NOUN
ajiri-5738	15	28	capacity	capacity	NOUN
ajiri-5738	15	29	(	(	PUNCT
ajiri-5738	15	30	wansleben	wansleben	NOUN
ajiri-5738	15	31	,	,	PUNCT
ajiri-5738	15	32	2021	2021	NUM
ajiri-5738	15	33	)	)	PUNCT
ajiri-5738	15	34	.	.	PUNCT
ajiri-5738	16	1	globally	globally	ADV
ajiri-5738	16	2	,	,	PUNCT
ajiri-5738	16	3	banking	banking	NOUN
ajiri-5738	16	4	systems	system	NOUN
ajiri-5738	16	5	of	of	ADP
ajiri-5738	16	6	most	most	ADJ
ajiri-5738	16	7	jurisdictions	jurisdiction	NOUN
ajiri-5738	16	8	are	be	AUX
ajiri-5738	16	9	well	well	ADV
ajiri-5738	16	10	-	-	PUNCT
ajiri-5738	16	11	placed	place	VERB
ajiri-5738	16	12	with	with	ADP
ajiri-5738	16	13	strong	strong	ADJ
ajiri-5738	16	14	balance	balance	NOUN
ajiri-5738	16	15	sheets	sheet	NOUN
ajiri-5738	16	16	,	,	PUNCT
ajiri-5738	16	17	both	both	CCONJ
ajiri-5738	16	18	at	at	ADP
ajiri-5738	16	19	par	par	NOUN
ajiri-5738	16	20	,	,	PUNCT
ajiri-5738	16	21	and	and	CCONJ
ajiri-5738	16	22	sometimes	sometimes	ADV
ajiri-5738	16	23	surpassing	surpass	VERB
ajiri-5738	16	24	regulatory	regulatory	ADJ
ajiri-5738	16	25	liquidity	liquidity	NOUN
ajiri-5738	16	26	requirements	requirement	NOUN
ajiri-5738	16	27	like	like	ADP
ajiri-5738	16	28	the	the	DET
ajiri-5738	16	29	lcr	lcr	NOUN
ajiri-5738	16	30	and	and	CCONJ
ajiri-5738	16	31	nsfr	nsfr	ADJ
ajiri-5738	16	32	(	(	PUNCT
ajiri-5738	16	33	acharya	acharya	PROPN
ajiri-5738	16	34	&	&	CCONJ
ajiri-5738	16	35	rajan	rajan	PROPN
ajiri-5738	16	36	,	,	PUNCT
ajiri-5738	16	37	2024	2024	NUM
ajiri-5738	16	38	;	;	PUNCT
ajiri-5738	16	39	chen	chen	PROPN
ajiri-5738	16	40	et	et	PROPN
ajiri-5738	16	41	al	al	PROPN
ajiri-5738	16	42	.	.	PROPN
ajiri-5738	16	43	,	,	PUNCT
ajiri-5738	16	44	2025	2025	NUM
ajiri-5738	16	45	)	)	PUNCT
ajiri-5738	16	46	.	.	PUNCT
ajiri-5738	17	1	but	but	CCONJ
ajiri-5738	17	2	the	the	DET
ajiri-5738	17	3	non	non	ADJ
ajiri-5738	17	4	-	-	ADJ
ajiri-5738	17	5	bank	bank	ADJ
ajiri-5738	17	6	financial	financial	ADJ
ajiri-5738	17	7	institutions	institution	NOUN
ajiri-5738	17	8	(	(	PUNCT
ajiri-5738	17	9	nbfis	nbfis	PROPN
ajiri-5738	17	10	)	)	PUNCT
ajiri-5738	17	11	are	be	AUX
ajiri-5738	17	12	less	less	ADV
ajiri-5738	17	13	researched	researched	ADJ
ajiri-5738	17	14	and	and	CCONJ
ajiri-5738	17	15	possibly	possibly	ADV
ajiri-5738	17	16	more	more	ADV
ajiri-5738	17	17	acutely	acutely	ADV
ajiri-5738	17	18	subjected	subject	VERB
ajiri-5738	17	19	to	to	ADP
ajiri-5738	17	20	liquidity	liquidity	NOUN
ajiri-5738	17	21	problems	problem	NOUN
ajiri-5738	17	22	,	,	PUNCT
ajiri-5738	17	23	especially	especially	ADV
ajiri-5738	17	24	in	in	ADP
ajiri-5738	17	25	loss	loss	NOUN
ajiri-5738	17	26	of	of	ADP
ajiri-5738	17	27	governance	governance	NOUN
ajiri-5738	17	28	arrangements	arrangement	NOUN
ajiri-5738	17	29	or	or	CCONJ
ajiri-5738	17	30	forecasting	forecasting	NOUN
ajiri-5738	17	31	ability	ability	NOUN
ajiri-5738	17	32	or	or	CCONJ
ajiri-5738	17	33	even	even	ADV
ajiri-5738	17	34	internal	internal	ADJ
ajiri-5738	17	35	coordinating	coordinating	NOUN
ajiri-5738	17	36	processes	process	NOUN
ajiri-5738	17	37	(	(	PUNCT
ajiri-5738	17	38	matlhaku	matlhaku	NOUN
ajiri-5738	17	39	&	&	CCONJ
ajiri-5738	17	40	ferreira	ferreira	PROPN
ajiri-5738	17	41	-	-	PUNCT
ajiri-5738	17	42	schenk	schenk	PROPN
ajiri-5738	17	43	,	,	PUNCT
ajiri-5738	17	44	2025	2025	NUM
ajiri-5738	17	45	)	)	PUNCT
ajiri-5738	17	46	.	.	PUNCT
ajiri-5738	18	1	in	in	ADP
ajiri-5738	18	2	its	its	PRON
ajiri-5738	18	3	reports	report	NOUN
ajiri-5738	18	4	on	on	ADP
ajiri-5738	18	5	international	international	ADJ
ajiri-5738	18	6	financial	financial	ADJ
ajiri-5738	18	7	stability	stability	NOUN
ajiri-5738	18	8	assessments	assessment	NOUN
ajiri-5738	18	9	,	,	PUNCT
ajiri-5738	18	10	the	the	DET
ajiri-5738	18	11	liquidity	liquidity	NOUN
ajiri-5738	18	12	risk	risk	NOUN
ajiri-5738	18	13	has	have	AUX
ajiri-5738	18	14	been	be	AUX
ajiri-5738	18	15	identified	identify	VERB
ajiri-5738	18	16	as	as	ADP
ajiri-5738	18	17	a	a	DET
ajiri-5738	18	18	prominent	prominent	ADJ
ajiri-5738	18	19	cause	cause	NOUN
ajiri-5738	18	20	of	of	ADP
ajiri-5738	18	21	the	the	DET
ajiri-5738	18	22	institutional	institutional	ADJ
ajiri-5738	18	23	crisis	crisis	NOUN
ajiri-5738	18	24	reporting	report	VERB
ajiri-5738	18	25	that	that	SCONJ
ajiri-5738	18	26	most	most	ADJ
ajiri-5738	18	27	failures	failure	NOUN
ajiri-5738	18	28	happen	happen	VERB
ajiri-5738	18	29	even	even	ADV
ajiri-5738	18	30	with	with	ADP
ajiri-5738	18	31	sufficient	sufficient	ADJ
ajiri-5738	18	32	capital	capital	NOUN
ajiri-5738	18	33	buffer	buffer	NOUN
ajiri-5738	18	34	and	and	CCONJ
ajiri-5738	18	35	often	often	ADV
ajiri-5738	18	36	because	because	SCONJ
ajiri-5738	18	37	of	of	ADP
ajiri-5738	18	38	deficiency	deficiency	NOUN
ajiri-5738	18	39	in	in	ADP
ajiri-5738	18	40	internal	internal	ADJ
ajiri-5738	18	41	controls	control	NOUN
ajiri-5738	18	42	,	,	PUNCT
ajiri-5738	18	43	risk	risk	NOUN
ajiri-5738	18	44	monitoring	monitoring	NOUN
ajiri-5738	18	45	and	and	CCONJ
ajiri-5738	18	46	effective	effective	ADJ
ajiri-5738	18	47	decision	decision	NOUN
ajiri-5738	18	48	making	making	NOUN
ajiri-5738	18	49	in	in	ADP
ajiri-5738	18	50	a	a	DET
ajiri-5738	18	51	timely	timely	ADJ
ajiri-5738	18	52	manner	manner	NOUN
ajiri-5738	18	53	(	(	PUNCT
ajiri-5738	18	54	pantos	panto	NOUN
ajiri-5738	18	55	,	,	PUNCT
ajiri-5738	18	56	2025	2025	NUM
ajiri-5738	18	57	)	)	PUNCT
ajiri-5738	18	58	.	.	PUNCT
ajiri-5738	19	1	although	although	SCONJ
ajiri-5738	19	2	indicators	indicator	NOUN
ajiri-5738	19	3	obtained	obtain	VERB
ajiri-5738	19	4	on	on	ADP
ajiri-5738	19	5	macro	macro	ADJ
ajiri-5738	19	6	-	-	NOUN
ajiri-5738	19	7	level	level	NOUN
ajiri-5738	19	8	can	can	AUX
ajiri-5738	19	9	reflect	reflect	VERB
ajiri-5738	19	10	a	a	DET
ajiri-5738	19	11	certain	certain	ADJ
ajiri-5738	19	12	level	level	NOUN
ajiri-5738	19	13	of	of	ADP
ajiri-5738	19	14	the	the	DET
ajiri-5738	19	15	sector	sector	NOUN
ajiri-5738	19	16	’s	’s	PART
ajiri-5738	19	17	resilience	resilience	NOUN
ajiri-5738	19	18	,	,	PUNCT
ajiri-5738	19	19	the	the	DET
ajiri-5738	19	20	liquidity	liquidity	NOUN
ajiri-5738	19	21	crises	crisis	NOUN
ajiri-5738	19	22	on	on	ADP
ajiri-5738	19	23	institutional	institutional	ADJ
ajiri-5738	19	24	level	level	NOUN
ajiri-5738	19	25	can	can	AUX
ajiri-5738	19	26	still	still	ADV
ajiri-5738	19	27	materialize	materialize	VERB
ajiri-5738	19	28	suddenly	suddenly	ADV
ajiri-5738	19	29	,	,	PUNCT
ajiri-5738	19	30	disrupting	disrupt	VERB
ajiri-5738	19	31	their	their	PRON
ajiri-5738	19	32	operations	operation	NOUN
ajiri-5738	19	33	at	at	ADP
ajiri-5738	19	34	the	the	DET
ajiri-5738	19	35	levels	level	NOUN
ajiri-5738	19	36	of	of	ADP
ajiri-5738	19	37	profitability	profitability	NOUN
ajiri-5738	19	38	or	or	CCONJ
ajiri-5738	19	39	forcing	force	VERB
ajiri-5738	19	40	them	they	PRON
ajiri-5738	19	41	to	to	PART
ajiri-5738	19	42	overcome	overcome	VERB
ajiri-5738	19	43	the	the	DET
ajiri-5738	19	44	difficulties	difficulty	NOUN
ajiri-5738	19	45	in	in	ADP
ajiri-5738	19	46	the	the	DET
ajiri-5738	19	47	future	future	NOUN
ajiri-5738	19	48	with	with	ADP
ajiri-5738	19	49	significant	significant	ADJ
ajiri-5738	19	50	loss	loss	NOUN
ajiri-5738	19	51	of	of	ADP
ajiri-5738	19	52	the	the	DET
ajiri-5738	19	53	reputation	reputation	NOUN
ajiri-5738	19	54	that	that	SCONJ
ajiri-5738	19	55	they	they	PRON
ajiri-5738	19	56	have	have	AUX
ajiri-5738	19	57	built	build	VERB
ajiri-5738	19	58	.	.	PUNCT
ajiri-5738	20	1	this	this	PRON
ajiri-5738	20	2	highlights	highlight	VERB
ajiri-5738	20	3	an	an	DET
ajiri-5738	20	4	unresolved	unresolved	ADJ
ajiri-5738	20	5	empirical	empirical	ADJ
ajiri-5738	20	6	,	,	PUNCT
ajiri-5738	20	7	case	case	NOUN
ajiri-5738	20	8	-	-	PUNCT
ajiri-5738	20	9	based	base	VERB
ajiri-5738	20	10	investigation	investigation	NOUN
ajiri-5738	20	11	on	on	ADP
ajiri-5738	20	12	how	how	SCONJ
ajiri-5738	20	13	failures	failure	NOUN
ajiri-5738	20	14	of	of	ADP
ajiri-5738	20	15	governance	governance	NOUN
ajiri-5738	20	16	,	,	PUNCT
ajiri-5738	20	17	lesser	less	ADJ
ajiri-5738	20	18	capacity	capacity	NOUN
ajiri-5738	20	19	of	of	ADP
ajiri-5738	20	20	forecasting	forecasting	NOUN
ajiri-5738	20	21	,	,	PUNCT
ajiri-5738	20	22	and	and	CCONJ
ajiri-5738	20	23	delay	delay	VERB
ajiri-5738	20	24	to	to	PART
ajiri-5738	20	25	act	act	VERB
ajiri-5738	20	26	mix	mix	VERB
ajiri-5738	20	27	and	and	CCONJ
ajiri-5738	20	28	multiply	multiply	VERB
ajiri-5738	20	29	liquidity	liquidity	NOUN
ajiri-5738	20	30	strains	strain	NOUN
ajiri-5738	20	31	and	and	CCONJ
ajiri-5738	20	32	precipitate	precipitate	NOUN
ajiri-5738	20	33	business	business	NOUN
ajiri-5738	20	34	discontinuity	discontinuity	NOUN
ajiri-5738	20	35	.	.	PUNCT
ajiri-5738	21	1	in	in	ADP
ajiri-5738	21	2	addition	addition	NOUN
ajiri-5738	21	3	,	,	PUNCT
ajiri-5738	21	4	scholarly	scholarly	ADJ
ajiri-5738	21	5	research	research	NOUN
ajiri-5738	21	6	has	have	AUX
ajiri-5738	21	7	been	be	AUX
ajiri-5738	21	8	classically	classically	ADV
ajiri-5738	21	9	accompanied	accompany	VERB
ajiri-5738	21	10	by	by	ADP
ajiri-5738	21	11	extensive	extensive	ADJ
ajiri-5738	21	12	banks	bank	NOUN
ajiri-5738	21	13	in	in	ADP
ajiri-5738	21	14	developed	develop	VERB
ajiri-5738	21	15	economies	economy	NOUN
ajiri-5738	21	16	putting	put	VERB
ajiri-5738	21	17	in	in	ADP
ajiri-5738	21	18	place	place	NOUN
ajiri-5738	21	19	scarcity	scarcity	NOUN
ajiri-5738	21	20	of	of	ADP
ajiri-5738	21	21	detailed	detailed	ADJ
ajiri-5738	21	22	evidence	evidence	NOUN
ajiri-5738	21	23	on	on	ADP
ajiri-5738	21	24	nbfis	nbfis	NOUN
ajiri-5738	21	25	or	or	CCONJ
ajiri-5738	21	26	market	market	NOUN
ajiri-5738	21	27	-	-	PUNCT
ajiri-5738	21	28	specific	specific	ADJ
ajiri-5738	21	29	establishments	establishment	NOUN
ajiri-5738	21	30	that	that	PRON
ajiri-5738	21	31	have	have	AUX
ajiri-5738	21	32	suffered	suffer	VERB
ajiri-5738	21	33	intense	intense	ADJ
ajiri-5738	21	34	liquidity	liquidity	NOUN
ajiri-5738	21	35	peril	peril	NOUN
ajiri-5738	21	36	because	because	SCONJ
ajiri-5738	21	37	of	of	ADP
ajiri-5738	21	38	internal	internal	ADJ
ajiri-5738	21	39	breakdowns	breakdown	NOUN
ajiri-5738	21	40	(	(	PUNCT
ajiri-5738	21	41	adesegha	adesegha	ADJ
ajiri-5738	21	42	,	,	PUNCT
ajiri-5738	21	43	2023	2023	NUM
ajiri-5738	21	44	;	;	PUNCT
ajiri-5738	21	45	buha	buha	VERB
ajiri-5738	21	46	et	et	PROPN
ajiri-5738	21	47	al	al	PROPN
ajiri-5738	21	48	.	.	PROPN
ajiri-5738	21	49	,	,	PUNCT
ajiri-5738	21	50	2023	2023	NUM
ajiri-5738	21	51	;	;	PUNCT
ajiri-5738	22	1	rahman	rahman	PROPN
ajiri-5738	22	2	et	et	PROPN
ajiri-5738	22	3	al	al	PROPN
ajiri-5738	22	4	.	.	PROPN
ajiri-5738	22	5	,	,	PUNCT
ajiri-5738	22	6	2023	2023	NUM
ajiri-5738	22	7	)	)	PUNCT
ajiri-5738	22	8	.	.	PUNCT
ajiri-5738	23	1	such	such	ADJ
ajiri-5738	23	2	measures	measure	NOUN
ajiri-5738	23	3	are	be	AUX
ajiri-5738	23	4	regularly	regularly	ADV
ajiri-5738	23	5	echoed	echo	VERB
ajiri-5738	23	6	by	by	ADP
ajiri-5738	23	7	international	international	ADJ
ajiri-5738	23	8	regulatory	regulatory	ADJ
ajiri-5738	23	9	authorities	authority	NOUN
ajiri-5738	23	10	and	and	CCONJ
ajiri-5738	23	11	financial	financial	ADJ
ajiri-5738	23	12	stability	stability	NOUN
ajiri-5738	23	13	organizations	organization	NOUN
ajiri-5738	23	14	which	which	PRON
ajiri-5738	23	15	pinpoint	pinpoint	VERB
ajiri-5738	23	16	such	such	ADJ
ajiri-5738	23	17	areas	area	NOUN
ajiri-5738	23	18	as	as	ADP
ajiri-5738	23	19	liquidity	liquidity	NOUN
ajiri-5738	23	20	monitoring	monitoring	NOUN
ajiri-5738	23	21	,	,	PUNCT
ajiri-5738	23	22	proper	proper	ADJ
ajiri-5738	23	23	forecasting	forecasting	NOUN
ajiri-5738	23	24	and	and	CCONJ
ajiri-5738	23	25	effective	effective	ADJ
ajiri-5738	23	26	governance	governance	NOUN
ajiri-5738	23	27	frameworks	framework	NOUN
ajiri-5738	23	28	to	to	PART
ajiri-5738	23	29	help	help	VERB
ajiri-5738	23	30	avoid	avoid	VERB
ajiri-5738	23	31	such	such	ADJ
ajiri-5738	23	32	crises	crisis	NOUN
ajiri-5738	23	33	(	(	PUNCT
ajiri-5738	23	34	oko	oko	PROPN
ajiri-5738	23	35	-	-	PUNCT
ajiri-5738	23	36	odion	odion	PROPN
ajiri-5738	23	37	&	&	CCONJ
ajiri-5738	23	38	angela	angela	PROPN
ajiri-5738	23	39	,	,	PUNCT
ajiri-5738	23	40	2025	2025	NUM
ajiri-5738	23	41	)	)	PUNCT
ajiri-5738	23	42	.	.	PUNCT
ajiri-5738	24	1	case	case	NOUN
ajiri-5738	24	2	-	-	PUNCT
ajiri-5738	24	3	based	base	VERB
ajiri-5738	24	4	evidence	evidence	NOUN
ajiri-5738	24	5	still	still	ADV
ajiri-5738	24	6	has	have	VERB
ajiri-5738	24	7	a	a	DET
ajiri-5738	24	8	vital	vital	ADJ
ajiri-5738	24	9	role	role	NOUN
ajiri-5738	24	10	in	in	ADP
ajiri-5738	24	11	transferring	transfer	VERB
ajiri-5738	24	12	these	these	DET
ajiri-5738	24	13	concepts	concept	NOUN
ajiri-5738	24	14	into	into	ADP
ajiri-5738	24	15	practical	practical	ADJ
ajiri-5738	24	16	reform	reform	NOUN
ajiri-5738	24	17	.	.	PUNCT
ajiri-5738	25	1	most	most	ADJ
ajiri-5738	25	2	banking	banking	NOUN
ajiri-5738	25	3	pa	pa	PROPN
ajiri-5738	25	4	ge	ge	PROPN
ajiri-5738	25	5	51	51	NUM
ajiri-5738	25	6	https://journals.e-palli.com/home/index.php/ajiri	https://journals.e-palli.com/home/index.php/ajiri	PROPN
ajiri-5738	25	7	am	be	AUX
ajiri-5738	25	8	.	.	PUNCT
ajiri-5738	26	1	j.	j.	PROPN
ajiri-5738	26	2	interdiscip	interdiscip	PROPN
ajiri-5738	26	3	.	.	PUNCT
ajiri-5738	27	1	res	re	NOUN
ajiri-5738	27	2	.	.	PUNCT
ajiri-5738	28	1	innov	innov	PROPN
ajiri-5738	28	2	.	.	PUNCT
ajiri-5738	29	1	4(3	4(3	NUM
ajiri-5738	29	2	)	)	PUNCT
ajiri-5738	29	3	50	50	NUM
ajiri-5738	29	4	-	-	SYM
ajiri-5738	29	5	61	61	NUM
ajiri-5738	29	6	,	,	PUNCT
ajiri-5738	29	7	2025	2025	NUM
ajiri-5738	29	8	systems	system	NOUN
ajiri-5738	29	9	globally	globally	ADV
ajiri-5738	29	10	have	have	AUX
ajiri-5738	29	11	indicated	indicate	VERB
ajiri-5738	29	12	high	high	ADJ
ajiri-5738	29	13	liquidity	liquidity	NOUN
ajiri-5738	29	14	and	and	CCONJ
ajiri-5738	29	15	capital	capital	NOUN
ajiri-5738	29	16	buffers	buffer	NOUN
ajiri-5738	29	17	,	,	PUNCT
ajiri-5738	29	18	most	most	ADJ
ajiri-5738	29	19	of	of	ADP
ajiri-5738	29	20	which	which	PRON
ajiri-5738	29	21	have	have	AUX
ajiri-5738	29	22	been	be	AUX
ajiri-5738	29	23	substantiated	substantiate	VERB
ajiri-5738	29	24	by	by	ADP
ajiri-5738	29	25	regulatory	regulatory	ADJ
ajiri-5738	29	26	stress	stress	NOUN
ajiri-5738	29	27	tests	test	NOUN
ajiri-5738	29	28	but	but	CCONJ
ajiri-5738	29	29	there	there	PRON
ajiri-5738	29	30	exist	exist	VERB
ajiri-5738	29	31	issues	issue	NOUN
ajiri-5738	29	32	on	on	ADP
ajiri-5738	29	33	whether	whether	SCONJ
ajiri-5738	29	34	to	to	PART
ajiri-5738	29	35	adjust	adjust	VERB
ajiri-5738	29	36	liquidity	liquidity	NOUN
ajiri-5738	29	37	frameworks	framework	NOUN
ajiri-5738	29	38	to	to	ADP
ajiri-5738	29	39	the	the	DET
ajiri-5738	29	40	changing	change	VERB
ajiri-5738	29	41	economic	economic	ADJ
ajiri-5738	29	42	environment	environment	NOUN
ajiri-5738	29	43	(	(	PUNCT
ajiri-5738	29	44	wang	wang	PROPN
ajiri-5738	29	45	,	,	PUNCT
ajiri-5738	29	46	2024	2024	NUM
ajiri-5738	29	47	)	)	PUNCT
ajiri-5738	29	48	.	.	PUNCT
ajiri-5738	30	1	such	such	ADJ
ajiri-5738	30	2	challenges	challenge	NOUN
ajiri-5738	30	3	consist	consist	VERB
ajiri-5738	30	4	of	of	ADP
ajiri-5738	30	5	excessive	excessive	ADJ
ajiri-5738	30	6	dependence	dependence	NOUN
ajiri-5738	30	7	on	on	ADP
ajiri-5738	30	8	concentrated	concentrate	VERB
ajiri-5738	30	9	funding	funding	NOUN
ajiri-5738	30	10	channels	channel	NOUN
ajiri-5738	30	11	and	and	CCONJ
ajiri-5738	30	12	the	the	DET
ajiri-5738	30	13	necessity	necessity	NOUN
ajiri-5738	30	14	to	to	PART
ajiri-5738	30	15	have	have	AUX
ajiri-5738	30	16	more	more	ADV
ajiri-5738	30	17	advanced	advanced	ADJ
ajiri-5738	30	18	capabilities	capability	NOUN
ajiri-5738	30	19	in	in	ADP
ajiri-5738	30	20	monitoring	monitor	VERB
ajiri-5738	30	21	liquidity	liquidity	NOUN
ajiri-5738	30	22	to	to	PART
ajiri-5738	30	23	preempt	preempt	VERB
ajiri-5738	30	24	and	and	CCONJ
ajiri-5738	30	25	address	address	VERB
ajiri-5738	30	26	shocks	shock	NOUN
ajiri-5738	30	27	to	to	PART
ajiri-5738	30	28	prevent	prevent	VERB
ajiri-5738	30	29	their	their	PRON
ajiri-5738	30	30	evolution	evolution	NOUN
ajiri-5738	30	31	into	into	ADP
ajiri-5738	30	32	business	business	NOUN
ajiri-5738	30	33	discontinuity	discontinuity	NOUN
ajiri-5738	30	34	episodes	episode	NOUN
ajiri-5738	30	35	(	(	PUNCT
ajiri-5738	30	36	malynovska	malynovska	NOUN
ajiri-5738	30	37	et	et	PROPN
ajiri-5738	30	38	al	al	PROPN
ajiri-5738	30	39	.	.	PROPN
ajiri-5738	30	40	,	,	PUNCT
ajiri-5738	30	41	2025	2025	NUM
ajiri-5738	30	42	;	;	PUNCT
ajiri-5738	30	43	qaisar	qaisar	PROPN
ajiri-5738	30	44	et	et	PROPN
ajiri-5738	30	45	al	al	PROPN
ajiri-5738	30	46	.	.	PROPN
ajiri-5738	30	47	,	,	PUNCT
ajiri-5738	30	48	2025	2025	NUM
ajiri-5738	30	49	)	)	PUNCT
ajiri-5738	30	50	.	.	PUNCT
ajiri-5738	31	1	institutionally	institutionally	ADV
ajiri-5738	31	2	,	,	PUNCT
ajiri-5738	31	3	there	there	PRON
ajiri-5738	31	4	have	have	AUX
ajiri-5738	31	5	been	be	AUX
ajiri-5738	31	6	instances	instance	NOUN
ajiri-5738	31	7	under	under	ADP
ajiri-5738	31	8	which	which	PRON
ajiri-5738	31	9	due	due	ADP
ajiri-5738	31	10	to	to	ADP
ajiri-5738	31	11	liquidity	liquidity	NOUN
ajiri-5738	31	12	limitation	limitation	NOUN
ajiri-5738	31	13	issues	issue	NOUN
ajiri-5738	31	14	with	with	ADP
ajiri-5738	31	15	operational	operational	ADJ
ajiri-5738	31	16	errors	error	NOUN
ajiri-5738	31	17	have	have	AUX
ajiri-5738	31	18	caused	cause	VERB
ajiri-5738	31	19	near	near	ADP
ajiri-5738	31	20	shutdown	shutdown	NOUN
ajiri-5738	31	21	notwithstanding	notwithstanding	ADP
ajiri-5738	31	22	the	the	DET
ajiri-5738	31	23	high	high	ADJ
ajiri-5738	31	24	-	-	PUNCT
ajiri-5738	31	25	level	level	NOUN
ajiri-5738	31	26	adherence	adherence	NOUN
ajiri-5738	31	27	to	to	ADP
ajiri-5738	31	28	regulations	regulation	NOUN
ajiri-5738	31	29	.	.	PUNCT
ajiri-5738	32	1	these	these	DET
ajiri-5738	32	2	failures	failure	NOUN
ajiri-5738	32	3	tend	tend	VERB
ajiri-5738	32	4	to	to	PART
ajiri-5738	32	5	embody	embody	VERB
ajiri-5738	32	6	failings	failing	NOUN
ajiri-5738	32	7	of	of	ADP
ajiri-5738	32	8	internal	internal	ADJ
ajiri-5738	32	9	coordination	coordination	NOUN
ajiri-5738	32	10	and	and	CCONJ
ajiri-5738	32	11	risk	risk	NOUN
ajiri-5738	32	12	governance	governance	NOUN
ajiri-5738	32	13	,	,	PUNCT
ajiri-5738	32	14	and	and	CCONJ
ajiri-5738	32	15	not	not	PART
ajiri-5738	32	16	macroeconomic	macroeconomic	ADJ
ajiri-5738	32	17	shocks	shock	NOUN
ajiri-5738	32	18	.	.	PUNCT
ajiri-5738	33	1	liquidity	liquidity	NOUN
ajiri-5738	33	2	preference	preference	NOUN
ajiri-5738	33	3	theory	theory	NOUN
ajiri-5738	33	4	(	(	PUNCT
ajiri-5738	33	5	keynes	keynes	PROPN
ajiri-5738	33	6	)	)	PUNCT
ajiri-5738	33	7	views	view	VERB
ajiri-5738	33	8	the	the	DET
ajiri-5738	33	9	situation	situation	NOUN
ajiri-5738	33	10	through	through	ADP
ajiri-5738	33	11	the	the	DET
ajiri-5738	33	12	perspective	perspective	NOUN
ajiri-5738	33	13	of	of	ADP
ajiri-5738	33	14	economic	economic	ADJ
ajiri-5738	33	15	theory	theory	NOUN
ajiri-5738	33	16	and	and	CCONJ
ajiri-5738	33	17	presumes	presume	VERB
ajiri-5738	33	18	that	that	SCONJ
ajiri-5738	33	19	in	in	ADP
ajiri-5738	33	20	case	case	NOUN
ajiri-5738	33	21	of	of	ADP
ajiri-5738	33	22	uncertainty	uncertainty	NOUN
ajiri-5738	33	23	,	,	PUNCT
ajiri-5738	33	24	institutions	institution	NOUN
ajiri-5738	33	25	will	will	AUX
ajiri-5738	33	26	pay	pay	VERB
ajiri-5738	33	27	preference	preference	NOUN
ajiri-5738	33	28	to	to	ADP
ajiri-5738	33	29	keeping	keep	VERB
ajiri-5738	33	30	assets	asset	NOUN
ajiri-5738	33	31	which	which	PRON
ajiri-5738	33	32	are	be	AUX
ajiri-5738	33	33	liquid	liquid	ADJ
ajiri-5738	33	34	,	,	PUNCT
ajiri-5738	33	35	and	and	CCONJ
ajiri-5738	33	36	they	they	PRON
ajiri-5738	33	37	will	will	AUX
ajiri-5738	33	38	hoard	hoard	VERB
ajiri-5738	33	39	liquidity	liquidity	NOUN
ajiri-5738	33	40	if	if	SCONJ
ajiri-5738	33	41	there	there	PRON
ajiri-5738	33	42	is	be	VERB
ajiri-5738	33	43	risk	risk	NOUN
ajiri-5738	33	44	perceived	perceive	VERB
ajiri-5738	33	45	to	to	PART
ajiri-5738	33	46	be	be	AUX
ajiri-5738	33	47	of	of	ADP
ajiri-5738	33	48	increased	increase	VERB
ajiri-5738	33	49	concern	concern	NOUN
ajiri-5738	33	50	(	(	PUNCT
ajiri-5738	33	51	bibow	bibow	VERB
ajiri-5738	33	52	,	,	PUNCT
ajiri-5738	33	53	2021	2021	NUM
ajiri-5738	33	54	;	;	PUNCT
ajiri-5738	33	55	wray	wray	NOUN
ajiri-5738	33	56	,	,	PUNCT
ajiri-5738	33	57	2023	2023	NUM
ajiri-5738	33	58	)	)	PUNCT
ajiri-5738	33	59	.	.	PUNCT
ajiri-5738	34	1	the	the	DET
ajiri-5738	34	2	anticipated	anticipate	VERB
ajiri-5738	34	3	income	income	NOUN
ajiri-5738	34	4	theory	theory	NOUN
ajiri-5738	34	5	proposes	propose	VERB
ajiri-5738	34	6	that	that	SCONJ
ajiri-5738	34	7	companies	company	NOUN
ajiri-5738	34	8	match	match	VERB
ajiri-5738	34	9	disbursement	disbursement	NOUN
ajiri-5738	34	10	of	of	ADP
ajiri-5738	34	11	loans	loan	NOUN
ajiri-5738	34	12	with	with	ADP
ajiri-5738	34	13	expected	expect	VERB
ajiri-5738	34	14	repayment	repayment	NOUN
ajiri-5738	34	15	schedules	schedule	NOUN
ajiri-5738	34	16	to	to	PART
ajiri-5738	34	17	avoid	avoid	VERB
ajiri-5738	34	18	mismatch	mismatch	NOUN
ajiri-5738	34	19	of	of	ADP
ajiri-5738	34	20	cash	cash	NOUN
ajiri-5738	34	21	flows	flow	NOUN
ajiri-5738	34	22	(	(	PUNCT
ajiri-5738	34	23	wei	wei	PROPN
ajiri-5738	34	24	,	,	PUNCT
ajiri-5738	34	25	2025	2025	NUM
ajiri-5738	34	26	)	)	PUNCT
ajiri-5738	34	27	.	.	PUNCT
ajiri-5738	35	1	by	by	ADP
ajiri-5738	35	2	ignoring	ignore	VERB
ajiri-5738	35	3	these	these	DET
ajiri-5738	35	4	principles	principle	NOUN
ajiri-5738	35	5	and	and	CCONJ
ajiri-5738	35	6	not	not	PART
ajiri-5738	35	7	forecasting	forecast	VERB
ajiri-5738	35	8	,	,	PUNCT
ajiri-5738	35	9	or	or	CCONJ
ajiri-5738	35	10	stress	stress	NOUN
ajiri-5738	35	11	testing	testing	NOUN
ajiri-5738	35	12	scenarios	scenario	NOUN
ajiri-5738	35	13	,	,	PUNCT
ajiri-5738	35	14	institutions	institution	NOUN
ajiri-5738	35	15	have	have	VERB
ajiri-5738	35	16	a	a	DET
ajiri-5738	35	17	more	more	ADV
ajiri-5738	35	18	significant	significant	ADJ
ajiri-5738	35	19	likelihood	likelihood	NOUN
ajiri-5738	35	20	of	of	ADP
ajiri-5738	35	21	experiencing	experience	VERB
ajiri-5738	35	22	liquidity	liquidity	NOUN
ajiri-5738	35	23	risk	risk	NOUN
ajiri-5738	35	24	(	(	PUNCT
ajiri-5738	35	25	sakyi	sakyi	NOUN
ajiri-5738	35	26	-	-	PUNCT
ajiri-5738	35	27	yeboah	yeboah	NOUN
ajiri-5738	35	28	et	et	PROPN
ajiri-5738	35	29	al	al	PROPN
ajiri-5738	35	30	.	.	PROPN
ajiri-5738	35	31	,	,	PUNCT
ajiri-5738	35	32	2025	2025	NUM
ajiri-5738	35	33	)	)	PUNCT
ajiri-5738	35	34	.	.	PUNCT
ajiri-5738	36	1	other	other	ADJ
ajiri-5738	36	2	models	model	NOUN
ajiri-5738	36	3	e.g.	e.g.	ADV
ajiri-5738	36	4	interbank	interbank	NOUN
ajiri-5738	36	5	contagion	contagion	NOUN
ajiri-5738	36	6	frameworks	framework	NOUN
ajiri-5738	36	7	(	(	PUNCT
ajiri-5738	36	8	macchiati	macchiati	PROPN
ajiri-5738	36	9	et	et	NOUN
ajiri-5738	36	10	al	al	PROPN
ajiri-5738	36	11	.	.	PROPN
ajiri-5738	36	12	,	,	PUNCT
ajiri-5738	36	13	2022	2022	NUM
ajiri-5738	36	14	)	)	PUNCT
ajiri-5738	36	15	or	or	CCONJ
ajiri-5738	36	16	systemic	systemic	ADJ
ajiri-5738	36	17	liquidity	liquidity	NOUN
ajiri-5738	36	18	propagation	propagation	NOUN
ajiri-5738	36	19	models	model	NOUN
ajiri-5738	36	20	(	(	PUNCT
ajiri-5738	36	21	jiang	jiang	PROPN
ajiri-5738	36	22	et	et	PROPN
ajiri-5738	36	23	al	al	PROPN
ajiri-5738	36	24	.	.	PROPN
ajiri-5738	36	25	,	,	PUNCT
ajiri-5738	36	26	2023	2023	NUM
ajiri-5738	36	27	)	)	PUNCT
ajiri-5738	36	28	accentuate	accentuate	VERB
ajiri-5738	36	29	the	the	DET
ajiri-5738	36	30	way	way	NOUN
ajiri-5738	36	31	in	in	ADP
ajiri-5738	36	32	which	which	PRON
ajiri-5738	36	33	funding	funding	NOUN
ajiri-5738	36	34	shortages	shortage	NOUN
ajiri-5738	36	35	in	in	ADP
ajiri-5738	36	36	a	a	DET
ajiri-5738	36	37	single	single	ADJ
ajiri-5738	36	38	institution	institution	NOUN
ajiri-5738	36	39	can	can	AUX
ajiri-5738	36	40	propagate	propagate	VERB
ajiri-5738	36	41	through	through	ADP
ajiri-5738	36	42	the	the	DET
ajiri-5738	36	43	financial	financial	ADJ
ajiri-5738	36	44	networks	network	NOUN
ajiri-5738	36	45	if	if	SCONJ
ajiri-5738	36	46	rapid	rapid	ADJ
ajiri-5738	36	47	repairs	repair	NOUN
ajiri-5738	36	48	are	be	AUX
ajiri-5738	36	49	not	not	PART
ajiri-5738	36	50	made	make	VERB
ajiri-5738	36	51	.	.	PUNCT
ajiri-5738	37	1	the	the	DET
ajiri-5738	37	2	paper	paper	NOUN
ajiri-5738	37	3	seeks	seek	VERB
ajiri-5738	37	4	to	to	PART
ajiri-5738	37	5	study	study	VERB
ajiri-5738	37	6	how	how	SCONJ
ajiri-5738	37	7	funding	funding	NOUN
ajiri-5738	37	8	liquidity	liquidity	NOUN
ajiri-5738	37	9	risk	risk	NOUN
ajiri-5738	37	10	affects	affect	VERB
ajiri-5738	37	11	business	business	NOUN
ajiri-5738	37	12	discontinuity	discontinuity	NOUN
ajiri-5738	37	13	to	to	ADP
ajiri-5738	37	14	the	the	DET
ajiri-5738	37	15	financial	financial	ADJ
ajiri-5738	37	16	sector	sector	NOUN
ajiri-5738	37	17	.	.	PUNCT
ajiri-5738	38	1	in	in	ADP
ajiri-5738	38	2	the	the	DET
ajiri-5738	38	3	analysis	analysis	NOUN
ajiri-5738	38	4	,	,	PUNCT
ajiri-5738	38	5	the	the	DET
ajiri-5738	38	6	focus	focus	NOUN
ajiri-5738	38	7	was	be	AUX
ajiri-5738	38	8	given	give	VERB
ajiri-5738	38	9	to	to	ADP
ajiri-5738	38	10	how	how	SCONJ
ajiri-5738	38	11	lack	lack	NOUN
ajiri-5738	38	12	of	of	ADP
ajiri-5738	38	13	proper	proper	ADJ
ajiri-5738	38	14	liquidity	liquidity	NOUN
ajiri-5738	38	15	will	will	AUX
ajiri-5738	38	16	translate	translate	VERB
ajiri-5738	38	17	into	into	ADP
ajiri-5738	38	18	business	business	NOUN
ajiri-5738	38	19	interruption	interruption	NOUN
ajiri-5738	38	20	,	,	PUNCT
ajiri-5738	38	21	loss	loss	NOUN
ajiri-5738	38	22	of	of	ADP
ajiri-5738	38	23	stakeholder	stakeholder	NOUN
ajiri-5738	38	24	’s	’s	PART
ajiri-5738	38	25	confidence	confidence	NOUN
ajiri-5738	38	26	and	and	CCONJ
ajiri-5738	38	27	collapse	collapse	NOUN
ajiri-5738	38	28	of	of	ADP
ajiri-5738	38	29	financial	financial	ADJ
ajiri-5738	38	30	institutions	institution	NOUN
ajiri-5738	38	31	.	.	PUNCT
ajiri-5738	39	1	the	the	DET
ajiri-5738	39	2	study	study	NOUN
ajiri-5738	39	3	seeks	seek	VERB
ajiri-5738	39	4	to	to	PART
ajiri-5738	39	5	contribute	contribute	VERB
ajiri-5738	39	6	to	to	ADP
ajiri-5738	39	7	the	the	DET
ajiri-5738	39	8	constant	constant	ADJ
ajiri-5738	39	9	debate	debate	NOUN
ajiri-5738	39	10	on	on	ADP
ajiri-5738	39	11	financial	financial	ADJ
ajiri-5738	39	12	stability	stability	NOUN
ajiri-5738	39	13	by	by	ADP
ajiri-5738	39	14	offering	offer	VERB
ajiri-5738	39	15	insights	insight	NOUN
ajiri-5738	39	16	that	that	PRON
ajiri-5738	39	17	could	could	AUX
ajiri-5738	39	18	prove	prove	VERB
ajiri-5738	39	19	to	to	PART
ajiri-5738	39	20	be	be	AUX
ajiri-5738	39	21	useful	useful	ADJ
ajiri-5738	39	22	in	in	ADP
ajiri-5738	39	23	the	the	DET
ajiri-5738	39	24	ways	way	NOUN
ajiri-5738	39	25	in	in	ADP
ajiri-5738	39	26	which	which	PRON
ajiri-5738	39	27	liquidity	liquidity	NOUN
ajiri-5738	39	28	risk	risk	NOUN
ajiri-5738	39	29	can	can	AUX
ajiri-5738	39	30	undermine	undermine	VERB
ajiri-5738	39	31	the	the	DET
ajiri-5738	39	32	robustness	robustness	NOUN
ajiri-5738	39	33	of	of	ADP
ajiri-5738	39	34	institutions	institution	NOUN
ajiri-5738	39	35	.	.	PUNCT
ajiri-5738	40	1	it	it	PRON
ajiri-5738	40	2	also	also	ADV
ajiri-5738	40	3	suggests	suggest	VERB
ajiri-5738	40	4	effective	effective	ADJ
ajiri-5738	40	5	remedies	remedy	NOUN
ajiri-5738	40	6	on	on	ADP
ajiri-5738	40	7	how	how	SCONJ
ajiri-5738	40	8	to	to	PART
ajiri-5738	40	9	minimize	minimize	VERB
ajiri-5738	40	10	such	such	ADJ
ajiri-5738	40	11	risks	risk	NOUN
ajiri-5738	40	12	.	.	PUNCT
ajiri-5738	41	1	this	this	DET
ajiri-5738	41	2	current	current	ADJ
ajiri-5738	41	3	research	research	NOUN
ajiri-5738	41	4	aims	aim	VERB
ajiri-5738	41	5	:	:	PUNCT
ajiri-5738	41	6	•	•	ADP
ajiri-5738	41	7	to	to	PART
ajiri-5738	41	8	document	document	VERB
ajiri-5738	41	9	the	the	DET
ajiri-5738	41	10	root	root	NOUN
ajiri-5738	41	11	causes	cause	NOUN
ajiri-5738	41	12	and	and	CCONJ
ajiri-5738	41	13	effects	effect	NOUN
ajiri-5738	41	14	of	of	ADP
ajiri-5738	41	15	a	a	DET
ajiri-5738	41	16	funding	funding	NOUN
ajiri-5738	41	17	liquidity	liquidity	NOUN
ajiri-5738	41	18	crisis	crisis	NOUN
ajiri-5738	41	19	in	in	ADP
ajiri-5738	41	20	nbfi	nbfi	PROPN
ajiri-5738	41	21	.	.	PUNCT
ajiri-5738	42	1	•	•	NUM
ajiri-5738	42	2	to	to	PART
ajiri-5738	42	3	examine	examine	VERB
ajiri-5738	42	4	governance	governance	NOUN
ajiri-5738	42	5	and	and	CCONJ
ajiri-5738	42	6	risk	risk	NOUN
ajiri-5738	42	7	control	control	NOUN
ajiri-5738	42	8	failures	failure	NOUN
ajiri-5738	42	9	contributing	contribute	VERB
ajiri-5738	42	10	to	to	ADP
ajiri-5738	42	11	business	business	NOUN
ajiri-5738	42	12	discontinuity	discontinuity	NOUN
ajiri-5738	42	13	.	.	PUNCT
ajiri-5738	43	1	•	•	NUM
ajiri-5738	43	2	to	to	PART
ajiri-5738	43	3	interpret	interpret	VERB
ajiri-5738	43	4	behaviors	behavior	NOUN
ajiri-5738	43	5	using	use	VERB
ajiri-5738	43	6	liquidity	liquidity	NOUN
ajiri-5738	43	7	theories	theory	NOUN
ajiri-5738	43	8	and	and	CCONJ
ajiri-5738	43	9	systemic	systemic	ADJ
ajiri-5738	43	10	risk	risk	NOUN
ajiri-5738	43	11	frameworks	framework	NOUN
ajiri-5738	43	12	.	.	PUNCT
ajiri-5738	44	1	•	•	X
ajiri-5738	44	2	to	to	PART
ajiri-5738	44	3	provide	provide	VERB
ajiri-5738	44	4	actionable	actionable	ADJ
ajiri-5738	44	5	recommendations	recommendation	NOUN
ajiri-5738	44	6	to	to	PART
ajiri-5738	44	7	enhance	enhance	VERB
ajiri-5738	44	8	institutional	institutional	ADJ
ajiri-5738	44	9	liquidity	liquidity	NOUN
ajiri-5738	44	10	resilience	resilience	NOUN
ajiri-5738	44	11	.	.	PUNCT
ajiri-5738	45	1	to	to	PART
ajiri-5738	45	2	guide	guide	VERB
ajiri-5738	45	3	these	these	DET
ajiri-5738	45	4	listed	list	VERB
ajiri-5738	45	5	aims	aim	NOUN
ajiri-5738	45	6	and	and	CCONJ
ajiri-5738	45	7	objectives	objective	NOUN
ajiri-5738	45	8	,	,	PUNCT
ajiri-5738	45	9	the	the	DET
ajiri-5738	45	10	research	research	NOUN
ajiri-5738	45	11	addresses	address	NOUN
ajiri-5738	45	12	following	follow	VERB
ajiri-5738	45	13	questions	question	NOUN
ajiri-5738	45	14	:	:	PUNCT
ajiri-5738	45	15	•	•	NUM
ajiri-5738	45	16	rq1	rq1	NOUN
ajiri-5738	45	17	:	:	PUNCT
ajiri-5738	45	18	what	what	PRON
ajiri-5738	45	19	internal	internal	ADJ
ajiri-5738	45	20	and	and	CCONJ
ajiri-5738	45	21	external	external	ADJ
ajiri-5738	45	22	factors	factor	NOUN
ajiri-5738	45	23	triggered	trigger	VERB
ajiri-5738	45	24	the	the	DET
ajiri-5738	45	25	liquidity	liquidity	NOUN
ajiri-5738	45	26	crisis	crisis	NOUN
ajiri-5738	45	27	?	?	PUNCT
ajiri-5738	46	1	•	•	NUM
ajiri-5738	46	2	rq2	rq2	NOUN
ajiri-5738	46	3	:	:	PUNCT
ajiri-5738	46	4	how	how	SCONJ
ajiri-5738	46	5	did	do	AUX
ajiri-5738	46	6	governance	governance	NOUN
ajiri-5738	46	7	and	and	CCONJ
ajiri-5738	46	8	risk	risk	NOUN
ajiri-5738	46	9	systems	system	NOUN
ajiri-5738	46	10	fail	fail	VERB
ajiri-5738	46	11	to	to	PART
ajiri-5738	46	12	detect	detect	VERB
ajiri-5738	46	13	or	or	CCONJ
ajiri-5738	46	14	mitigate	mitigate	VERB
ajiri-5738	46	15	liquidity	liquidity	NOUN
ajiri-5738	46	16	stress	stress	NOUN
ajiri-5738	46	17	?	?	PUNCT
ajiri-5738	47	1	•	•	NUM
ajiri-5738	47	2	rq3	rq3	NOUN
ajiri-5738	47	3	:	:	PUNCT
ajiri-5738	47	4	based	base	VERB
ajiri-5738	47	5	on	on	ADP
ajiri-5738	47	6	theory	theory	NOUN
ajiri-5738	47	7	and	and	CCONJ
ajiri-5738	47	8	evidence	evidence	NOUN
ajiri-5738	47	9	,	,	PUNCT
ajiri-5738	47	10	what	what	DET
ajiri-5738	47	11	measures	measure	NOUN
ajiri-5738	47	12	can	can	AUX
ajiri-5738	47	13	enhance	enhance	VERB
ajiri-5738	47	14	liquidity	liquidity	NOUN
ajiri-5738	47	15	preparedness	preparedness	NOUN
ajiri-5738	47	16	and	and	CCONJ
ajiri-5738	47	17	continuity	continuity	NOUN
ajiri-5738	47	18	?	?	PUNCT
ajiri-5738	48	1	literature	literature	NOUN
ajiri-5738	48	2	review	review	NOUN
ajiri-5738	48	3	liquidity	liquidity	NOUN
ajiri-5738	48	4	risk	risk	NOUN
ajiri-5738	48	5	in	in	ADP
ajiri-5738	48	6	financial	financial	ADJ
ajiri-5738	48	7	institutions	institution	NOUN
ajiri-5738	48	8	liquidity	liquidity	NOUN
ajiri-5738	48	9	risk	risk	NOUN
ajiri-5738	48	10	has	have	AUX
ajiri-5738	48	11	become	become	VERB
ajiri-5738	48	12	one	one	NUM
ajiri-5738	48	13	of	of	ADP
ajiri-5738	48	14	the	the	DET
ajiri-5738	48	15	paramount	paramount	ADJ
ajiri-5738	48	16	risks	risk	NOUN
ajiri-5738	48	17	of	of	ADP
ajiri-5738	48	18	the	the	DET
ajiri-5738	48	19	financial	financial	ADJ
ajiri-5738	48	20	system	system	NOUN
ajiri-5738	48	21	,	,	PUNCT
ajiri-5738	48	22	especially	especially	ADV
ajiri-5738	48	23	in	in	ADP
ajiri-5738	48	24	the	the	DET
ajiri-5738	48	25	wake	wake	NOUN
ajiri-5738	48	26	of	of	ADP
ajiri-5738	48	27	the	the	DET
ajiri-5738	48	28	world	world	NOUN
ajiri-5738	48	29	financial	financial	ADJ
ajiri-5738	48	30	crisis	crisis	NOUN
ajiri-5738	48	31	of	of	ADP
ajiri-5738	48	32	2007	2007	NUM
ajiri-5738	48	33	-	-	SYM
ajiri-5738	48	34	2008	2008	NUM
ajiri-5738	48	35	(	(	PUNCT
ajiri-5738	48	36	eltweri	eltweri	PROPN
ajiri-5738	48	37	et	et	PROPN
ajiri-5738	48	38	al	al	PROPN
ajiri-5738	48	39	.	.	PROPN
ajiri-5738	48	40	,	,	PUNCT
ajiri-5738	48	41	2024	2024	NUM
ajiri-5738	48	42	)	)	PUNCT
ajiri-5738	48	43	.	.	PUNCT
ajiri-5738	49	1	it	it	PRON
ajiri-5738	49	2	is	be	AUX
ajiri-5738	49	3	considered	consider	VERB
ajiri-5738	49	4	to	to	PART
ajiri-5738	49	5	represent	represent	VERB
ajiri-5738	49	6	the	the	DET
ajiri-5738	49	7	risk	risk	NOUN
ajiri-5738	49	8	that	that	SCONJ
ajiri-5738	49	9	an	an	DET
ajiri-5738	49	10	institution	institution	NOUN
ajiri-5738	49	11	can	can	AUX
ajiri-5738	49	12	not	not	PART
ajiri-5738	49	13	repay	repay	VERB
ajiri-5738	49	14	the	the	DET
ajiri-5738	49	15	obligations	obligation	NOUN
ajiri-5738	49	16	that	that	PRON
ajiri-5738	49	17	fall	fall	VERB
ajiri-5738	49	18	due	due	ADJ
ajiri-5738	49	19	without	without	ADP
ajiri-5738	49	20	bearing	bear	VERB
ajiri-5738	49	21	losses	loss	NOUN
ajiri-5738	49	22	unacceptable	unacceptable	ADJ
ajiri-5738	49	23	to	to	ADP
ajiri-5738	49	24	the	the	DET
ajiri-5738	49	25	institution	institution	NOUN
ajiri-5738	49	26	(	(	PUNCT
ajiri-5738	49	27	shira	shira	NOUN
ajiri-5738	49	28	,	,	PUNCT
ajiri-5738	49	29	2023	2023	NUM
ajiri-5738	49	30	)	)	PUNCT
ajiri-5738	49	31	.	.	PUNCT
ajiri-5738	50	1	there	there	PRON
ajiri-5738	50	2	are	be	VERB
ajiri-5738	50	3	two	two	NUM
ajiri-5738	50	4	general	general	ADJ
ajiri-5738	50	5	terms	term	NOUN
ajiri-5738	50	6	of	of	ADP
ajiri-5738	50	7	liquidity	liquidity	NOUN
ajiri-5738	50	8	risk	risk	NOUN
ajiri-5738	50	9	that	that	SCONJ
ajiri-5738	50	10	financial	financial	ADJ
ajiri-5738	50	11	institutions	institution	NOUN
ajiri-5738	50	12	usually	usually	ADV
ajiri-5738	50	13	encounter	encounter	VERB
ajiri-5738	50	14	,	,	PUNCT
ajiri-5738	50	15	first	first	ADV
ajiri-5738	50	16	is	be	AUX
ajiri-5738	50	17	market	market	NOUN
ajiri-5738	50	18	liquidity	liquidity	NOUN
ajiri-5738	50	19	risk	risk	NOUN
ajiri-5738	50	20	where	where	SCONJ
ajiri-5738	50	21	the	the	DET
ajiri-5738	50	22	assets	asset	NOUN
ajiri-5738	50	23	can	can	AUX
ajiri-5738	50	24	not	not	PART
ajiri-5738	50	25	easily	easily	ADV
ajiri-5738	50	26	be	be	AUX
ajiri-5738	50	27	sold	sell	VERB
ajiri-5738	50	28	without	without	ADP
ajiri-5738	50	29	incurring	incur	VERB
ajiri-5738	50	30	large	large	ADJ
ajiri-5738	50	31	costs	cost	NOUN
ajiri-5738	50	32	(	(	PUNCT
ajiri-5738	50	33	guzel	guzel	NOUN
ajiri-5738	50	34	,	,	PUNCT
ajiri-5738	50	35	2021	2021	NUM
ajiri-5738	50	36	)	)	PUNCT
ajiri-5738	50	37	and	and	CCONJ
ajiri-5738	50	38	second	second	ADJ
ajiri-5738	50	39	funding	funding	NOUN
ajiri-5738	50	40	liquidity	liquidity	NOUN
ajiri-5738	50	41	risk	risk	NOUN
ajiri-5738	50	42	,	,	PUNCT
ajiri-5738	50	43	in	in	ADP
ajiri-5738	50	44	which	which	PRON
ajiri-5738	50	45	an	an	DET
ajiri-5738	50	46	organization	organization	NOUN
ajiri-5738	50	47	can	can	AUX
ajiri-5738	50	48	not	not	PART
ajiri-5738	50	49	immediately	immediately	ADV
ajiri-5738	50	50	settle	settle	VERB
ajiri-5738	50	51	dues	due	NOUN
ajiri-5738	50	52	since	since	SCONJ
ajiri-5738	50	53	it	it	PRON
ajiri-5738	50	54	is	be	AUX
ajiri-5738	50	55	not	not	PART
ajiri-5738	50	56	able	able	ADJ
ajiri-5738	50	57	to	to	PART
ajiri-5738	50	58	access	access	VERB
ajiri-5738	50	59	cash	cash	NOUN
ajiri-5738	50	60	(	(	PUNCT
ajiri-5738	50	61	mattayaphutron	mattayaphutron	ADJ
ajiri-5738	50	62	,	,	PUNCT
ajiri-5738	50	63	2022	2022	NUM
ajiri-5738	50	64	)	)	PUNCT
ajiri-5738	50	65	.	.	PUNCT
ajiri-5738	51	1	liquidity	liquidity	NOUN
ajiri-5738	51	2	risks	risk	NOUN
ajiri-5738	51	3	have	have	VERB
ajiri-5738	51	4	drastic	drastic	ADJ
ajiri-5738	51	5	effects	effect	NOUN
ajiri-5738	51	6	when	when	SCONJ
ajiri-5738	51	7	financed	finance	VERB
ajiri-5738	51	8	,	,	PUNCT
ajiri-5738	51	9	the	the	DET
ajiri-5738	51	10	liquidity	liquidity	NOUN
ajiri-5738	51	11	spiral	spiral	NOUN
ajiri-5738	51	12	,	,	PUNCT
ajiri-5738	51	13	as	as	ADP
ajiri-5738	51	14	(	(	PUNCT
ajiri-5738	51	15	musthaq	musthaq	NOUN
ajiri-5738	51	16	,	,	PUNCT
ajiri-5738	51	17	2023	2023	NUM
ajiri-5738	51	18	)	)	PUNCT
ajiri-5738	51	19	emphasize	emphasize	VERB
ajiri-5738	51	20	,	,	PUNCT
ajiri-5738	51	21	can	can	AUX
ajiri-5738	51	22	be	be	AUX
ajiri-5738	51	23	activated	activate	VERB
ajiri-5738	51	24	by	by	ADP
ajiri-5738	51	25	a	a	DET
ajiri-5738	51	26	funding	funding	NOUN
ajiri-5738	51	27	shock	shock	NOUN
ajiri-5738	51	28	,	,	PUNCT
ajiri-5738	51	29	and	and	CCONJ
ajiri-5738	51	30	that	that	SCONJ
ajiri-5738	51	31	asset	asset	NOUN
ajiri-5738	51	32	fire	fire	NOUN
ajiri-5738	51	33	sales	sale	NOUN
ajiri-5738	51	34	further	far	ADV
ajiri-5738	51	35	depreciate	depreciate	VERB
ajiri-5738	51	36	the	the	DET
ajiri-5738	51	37	values	value	NOUN
ajiri-5738	51	38	of	of	ADP
ajiri-5738	51	39	collateral	collateral	NOUN
ajiri-5738	51	40	,	,	PUNCT
ajiri-5738	51	41	and	and	CCONJ
ajiri-5738	51	42	lenders	lender	NOUN
ajiri-5738	51	43	will	will	AUX
ajiri-5738	51	44	call	call	VERB
ajiri-5738	51	45	back	back	ADP
ajiri-5738	51	46	funding	funding	NOUN
ajiri-5738	51	47	,	,	PUNCT
ajiri-5738	51	48	triggering	trigger	VERB
ajiri-5738	51	49	more	more	ADJ
ajiri-5738	51	50	sales	sale	NOUN
ajiri-5738	51	51	and	and	CCONJ
ajiri-5738	51	52	make	make	VERB
ajiri-5738	51	53	the	the	DET
ajiri-5738	51	54	cycle	cycle	NOUN
ajiri-5738	51	55	of	of	ADP
ajiri-5738	51	56	collapse	collapse	NOUN
ajiri-5738	51	57	faster	fast	ADV
ajiri-5738	51	58	.	.	PUNCT
ajiri-5738	52	1	such	such	ADJ
ajiri-5738	52	2	forces	force	NOUN
ajiri-5738	52	3	do	do	AUX
ajiri-5738	52	4	not	not	PART
ajiri-5738	52	5	occur	occur	VERB
ajiri-5738	52	6	only	only	ADV
ajiri-5738	52	7	at	at	ADP
ajiri-5738	52	8	a	a	DET
ajiri-5738	52	9	hypothetical	hypothetical	ADJ
ajiri-5738	52	10	level	level	NOUN
ajiri-5738	52	11	.	.	PUNCT
ajiri-5738	53	1	in	in	ADP
ajiri-5738	53	2	the	the	DET
ajiri-5738	53	3	crisis	crisis	NOUN
ajiri-5738	53	4	of	of	ADP
ajiri-5738	53	5	2008	2008	NUM
ajiri-5738	53	6	,	,	PUNCT
ajiri-5738	53	7	wellcapitalized	wellcapitalize	VERB
ajiri-5738	53	8	banks	bank	NOUN
ajiri-5738	53	9	like	like	SCONJ
ajiri-5738	53	10	lehman	lehman	PROPN
ajiri-5738	53	11	brothers	brother	NOUN
ajiri-5738	53	12	were	be	AUX
ajiri-5738	53	13	overthrown	overthrow	VERB
ajiri-5738	53	14	because	because	SCONJ
ajiri-5738	53	15	of	of	ADP
ajiri-5738	53	16	short	short	ADJ
ajiri-5738	53	17	-	-	PUNCT
ajiri-5738	53	18	term	term	NOUN
ajiri-5738	53	19	funding	funding	NOUN
ajiri-5738	53	20	limitations	limitation	NOUN
ajiri-5738	53	21	despite	despite	SCONJ
ajiri-5738	53	22	the	the	DET
ajiri-5738	53	23	large	large	ADJ
ajiri-5738	53	24	asset	asset	NOUN
ajiri-5738	53	25	portfolio	portfolio	NOUN
ajiri-5738	53	26	(	(	PUNCT
ajiri-5738	53	27	karim	karim	PROPN
ajiri-5738	53	28	,	,	PUNCT
ajiri-5738	53	29	2021	2021	NUM
ajiri-5738	53	30	)	)	PUNCT
ajiri-5738	53	31	.	.	PUNCT
ajiri-5738	54	1	most	most	ADJ
ajiri-5738	54	2	of	of	ADP
ajiri-5738	54	3	the	the	DET
ajiri-5738	54	4	liquidity	liquidity	NOUN
ajiri-5738	54	5	crises	crisis	NOUN
ajiri-5738	54	6	are	be	AUX
ajiri-5738	54	7	core	core	NOUN
ajiri-5738	54	8	of	of	ADP
ajiri-5738	54	9	asset	asset	NOUN
ajiri-5738	54	10	-	-	PUNCT
ajiri-5738	54	11	liabilities	liability	NOUN
ajiri-5738	54	12	mismatches	mismatch	NOUN
ajiri-5738	54	13	(	(	PUNCT
ajiri-5738	54	14	lileikienė	lileikienė	PROPN
ajiri-5738	54	15	et	et	PROPN
ajiri-5738	54	16	al	al	PROPN
ajiri-5738	54	17	.	.	PROPN
ajiri-5738	54	18	,	,	PUNCT
ajiri-5738	54	19	2021	2021	NUM
ajiri-5738	54	20	)	)	PUNCT
ajiri-5738	54	21	.	.	PUNCT
ajiri-5738	55	1	a	a	DET
ajiri-5738	55	2	combination	combination	NOUN
ajiri-5738	55	3	of	of	ADP
ajiri-5738	55	4	short	short	ADJ
ajiri-5738	55	5	-	-	PUNCT
ajiri-5738	55	6	term	term	NOUN
ajiri-5738	55	7	liabilities	liability	NOUN
ajiri-5738	55	8	and	and	CCONJ
ajiri-5738	55	9	illiquid	illiquid	ADJ
ajiri-5738	55	10	long	long	ADJ
ajiri-5738	55	11	-	-	PUNCT
ajiri-5738	55	12	term	term	NOUN
ajiri-5738	55	13	assets	asset	NOUN
ajiri-5738	55	14	causes	cause	VERB
ajiri-5738	55	15	institutions	institution	NOUN
ajiri-5738	55	16	to	to	PART
ajiri-5738	55	17	undertake	undertake	VERB
ajiri-5738	55	18	regular	regular	ADJ
ajiri-5738	55	19	refinancing	refinancing	NOUN
ajiri-5738	55	20	which	which	PRON
ajiri-5738	55	21	in	in	ADP
ajiri-5738	55	22	cases	case	NOUN
ajiri-5738	55	23	where	where	SCONJ
ajiri-5738	55	24	there	there	PRON
ajiri-5738	55	25	is	be	VERB
ajiri-5738	55	26	limited	limited	ADJ
ajiri-5738	55	27	market	market	NOUN
ajiri-5738	55	28	confidence	confidence	NOUN
ajiri-5738	55	29	or	or	CCONJ
ajiri-5738	55	30	tightening	tightening	NOUN
ajiri-5738	55	31	of	of	ADP
ajiri-5738	55	32	credit	credit	NOUN
ajiri-5738	55	33	becomes	become	VERB
ajiri-5738	55	34	a	a	DET
ajiri-5738	55	35	challenge	challenge	NOUN
ajiri-5738	55	36	.	.	PUNCT
ajiri-5738	56	1	likewise	likewise	ADV
ajiri-5738	56	2	,	,	PUNCT
ajiri-5738	56	3	(	(	PUNCT
ajiri-5738	56	4	yang	yang	PROPN
ajiri-5738	56	5	et	et	PROPN
ajiri-5738	56	6	al	al	PROPN
ajiri-5738	56	7	.	.	PROPN
ajiri-5738	56	8	,	,	PUNCT
ajiri-5738	56	9	2021	2021	NUM
ajiri-5738	56	10	)	)	PUNCT
ajiri-5738	56	11	emphasized	emphasize	VERB
ajiri-5738	56	12	on	on	ADP
ajiri-5738	56	13	the	the	DET
ajiri-5738	56	14	fact	fact	NOUN
ajiri-5738	56	15	that	that	SCONJ
ajiri-5738	56	16	maturity	maturity	NOUN
ajiri-5738	56	17	mismatch	mismatch	NOUN
ajiri-5738	56	18	has	have	AUX
ajiri-5738	56	19	forced	force	VERB
ajiri-5738	56	20	institutions	institution	NOUN
ajiri-5738	56	21	to	to	PART
ajiri-5738	56	22	face	face	VERB
ajiri-5738	56	23	the	the	DET
ajiri-5738	56	24	risk	risk	NOUN
ajiri-5738	56	25	of	of	ADP
ajiri-5738	56	26	a	a	DET
ajiri-5738	56	27	funding	funding	NOUN
ajiri-5738	56	28	gap	gap	NOUN
ajiri-5738	56	29	at	at	ADP
ajiri-5738	56	30	moments	moment	NOUN
ajiri-5738	56	31	of	of	ADP
ajiri-5738	56	32	volatility	volatility	NOUN
ajiri-5738	56	33	or	or	CCONJ
ajiri-5738	56	34	macroeconomic	macroeconomic	ADJ
ajiri-5738	56	35	shock	shock	NOUN
ajiri-5738	56	36	.	.	PUNCT
ajiri-5738	57	1	this	this	PRON
ajiri-5738	57	2	becomes	become	VERB
ajiri-5738	57	3	especially	especially	ADV
ajiri-5738	57	4	important	important	ADJ
ajiri-5738	57	5	in	in	ADP
ajiri-5738	57	6	the	the	DET
ajiri-5738	57	7	emerging	emerge	VERB
ajiri-5738	57	8	markets	market	NOUN
ajiri-5738	57	9	where	where	SCONJ
ajiri-5738	57	10	liquidity	liquidity	NOUN
ajiri-5738	57	11	may	may	AUX
ajiri-5738	57	12	dry	dry	VERB
ajiri-5738	57	13	up	up	ADP
ajiri-5738	57	14	quickly	quickly	ADV
ajiri-5738	57	15	through	through	ADP
ajiri-5738	57	16	weaker	weak	ADJ
ajiri-5738	57	17	capital	capital	NOUN
ajiri-5738	57	18	markets	market	NOUN
ajiri-5738	57	19	and	and	CCONJ
ajiri-5738	57	20	excessive	excessive	ADJ
ajiri-5738	57	21	dependence	dependence	NOUN
ajiri-5738	57	22	on	on	ADP
ajiri-5738	57	23	external	external	ADJ
ajiri-5738	57	24	sources	source	NOUN
ajiri-5738	57	25	of	of	ADP
ajiri-5738	57	26	funds	fund	NOUN
ajiri-5738	57	27	.	.	PUNCT
ajiri-5738	58	1	institutional	institutional	ADJ
ajiri-5738	58	2	vulnerability	vulnerability	NOUN
ajiri-5738	58	3	and	and	CCONJ
ajiri-5738	58	4	governance	governance	NOUN
ajiri-5738	58	5	failures	failure	NOUN
ajiri-5738	58	6	although	although	SCONJ
ajiri-5738	58	7	a	a	DET
ajiri-5738	58	8	crisis	crisis	NOUN
ajiri-5738	58	9	can	can	AUX
ajiri-5738	58	10	start	start	VERB
ajiri-5738	58	11	with	with	ADP
ajiri-5738	58	12	external	external	ADJ
ajiri-5738	58	13	market	market	NOUN
ajiri-5738	58	14	conditions	condition	NOUN
ajiri-5738	58	15	causing	cause	VERB
ajiri-5738	58	16	liquidity	liquidity	NOUN
ajiri-5738	58	17	squeeze	squeeze	NOUN
ajiri-5738	58	18	,	,	PUNCT
ajiri-5738	58	19	internal	internal	ADJ
ajiri-5738	58	20	governance	governance	NOUN
ajiri-5738	58	21	failures	failure	NOUN
ajiri-5738	58	22	usually	usually	ADV
ajiri-5738	58	23	transform	transform	VERB
ajiri-5738	58	24	stress	stress	NOUN
ajiri-5738	58	25	into	into	ADP
ajiri-5738	58	26	becoming	become	VERB
ajiri-5738	58	27	a	a	DET
ajiri-5738	58	28	crisis	crisis	NOUN
ajiri-5738	58	29	.	.	PUNCT
ajiri-5738	59	1	the	the	DET
ajiri-5738	59	2	more	more	ADV
ajiri-5738	59	3	susceptible	susceptible	ADJ
ajiri-5738	59	4	institutions	institution	NOUN
ajiri-5738	59	5	are	be	AUX
ajiri-5738	59	6	the	the	DET
ajiri-5738	59	7	ones	one	NOUN
ajiri-5738	59	8	with	with	ADP
ajiri-5738	59	9	poorly	poorly	ADV
ajiri-5738	59	10	managed	manage	VERB
ajiri-5738	59	11	risk	risk	NOUN
ajiri-5738	59	12	,	,	PUNCT
ajiri-5738	59	13	inter	inter	ADJ
ajiri-5738	59	14	agency	agency	NOUN
ajiri-5738	59	15	coordination	coordination	NOUN
ajiri-5738	59	16	or	or	CCONJ
ajiri-5738	59	17	early	early	ADJ
ajiri-5738	59	18	warning	warning	NOUN
ajiri-5738	59	19	systems	system	NOUN
ajiri-5738	59	20	.	.	PUNCT
ajiri-5738	60	1	in	in	ADP
ajiri-5738	60	2	addition	addition	NOUN
ajiri-5738	60	3	,	,	PUNCT
ajiri-5738	60	4	(	(	PUNCT
ajiri-5738	60	5	melecky	melecky	NOUN
ajiri-5738	60	6	,	,	PUNCT
ajiri-5738	60	7	2021	2021	NUM
ajiri-5738	60	8	)	)	PUNCT
ajiri-5738	60	9	state	state	NOUN
ajiri-5738	60	10	that	that	SCONJ
ajiri-5738	60	11	a	a	DET
ajiri-5738	60	12	large	large	ADJ
ajiri-5738	60	13	section	section	NOUN
ajiri-5738	60	14	of	of	ADP
ajiri-5738	60	15	the	the	DET
ajiri-5738	60	16	liquidity	liquidity	NOUN
ajiri-5738	60	17	crises	crisis	NOUN
ajiri-5738	60	18	in	in	ADP
ajiri-5738	60	19	the	the	DET
ajiri-5738	60	20	south	south	ADJ
ajiri-5738	60	21	asian	asian	ADJ
ajiri-5738	60	22	banks	bank	NOUN
ajiri-5738	60	23	was	be	AUX
ajiri-5738	60	24	caused	cause	VERB
ajiri-5738	60	25	due	due	ADJ
ajiri-5738	60	26	to	to	ADP
ajiri-5738	60	27	misaligned	misaligned	ADJ
ajiri-5738	60	28	internal	internal	ADJ
ajiri-5738	60	29	policies	policy	NOUN
ajiri-5738	60	30	,	,	PUNCT
ajiri-5738	60	31	ineffective	ineffective	ADJ
ajiri-5738	60	32	communication	communication	NOUN
ajiri-5738	60	33	and	and	CCONJ
ajiri-5738	60	34	a	a	DET
ajiri-5738	60	35	delayed	delay	VERB
ajiri-5738	60	36	decisionmaking	decisionmake	VERB
ajiri-5738	60	37	process	process	NOUN
ajiri-5738	60	38	and	and	CCONJ
ajiri-5738	60	39	not	not	PART
ajiri-5738	60	40	the	the	DET
ajiri-5738	60	41	result	result	NOUN
ajiri-5738	60	42	of	of	ADP
ajiri-5738	60	43	an	an	DET
ajiri-5738	60	44	external	external	ADJ
ajiri-5738	60	45	shock	shock	NOUN
ajiri-5738	60	46	.	.	PUNCT
ajiri-5738	61	1	one	one	NUM
ajiri-5738	61	2	of	of	ADP
ajiri-5738	61	3	the	the	DET
ajiri-5738	61	4	main	main	ADJ
ajiri-5738	61	5	outcomes	outcome	NOUN
ajiri-5738	61	6	reported	report	VERB
ajiri-5738	61	7	in	in	ADP
ajiri-5738	61	8	several	several	ADJ
ajiri-5738	61	9	postcrisis	postcrisis	NOUN
ajiri-5738	61	10	studies	study	NOUN
ajiri-5738	61	11	is	be	AUX
ajiri-5738	61	12	the	the	DET
ajiri-5738	61	13	non	non	ADJ
ajiri-5738	61	14	-	-	NOUN
ajiri-5738	61	15	existence	existence	NOUN
ajiri-5738	61	16	or	or	CCONJ
ajiri-5738	61	17	ineffectiveness	ineffectiveness	NOUN
ajiri-5738	61	18	of	of	ADP
ajiri-5738	61	19	asset	asset	NOUN
ajiri-5738	61	20	-	-	PUNCT
ajiri-5738	61	21	liability	liability	NOUN
ajiri-5738	61	22	committees	committee	NOUN
ajiri-5738	61	23	(	(	PUNCT
ajiri-5738	61	24	alcos	alcos	PROPN
ajiri-5738	61	25	)	)	PUNCT
ajiri-5738	61	26	,	,	PUNCT
ajiri-5738	61	27	whose	whose	DET
ajiri-5738	61	28	role	role	NOUN
ajiri-5738	61	29	was	be	AUX
ajiri-5738	61	30	to	to	PART
ajiri-5738	61	31	guide	guide	VERB
ajiri-5738	61	32	liquidity	liquidity	NOUN
ajiri-5738	61	33	planning	planning	NOUN
ajiri-5738	61	34	and	and	CCONJ
ajiri-5738	61	35	stress	stress	NOUN
ajiri-5738	61	36	tests	test	NOUN
ajiri-5738	61	37	(	(	PUNCT
ajiri-5738	61	38	kaufinger	kaufinger	PROPN
ajiri-5738	61	39	&	&	CCONJ
ajiri-5738	61	40	neuenschwander	neuenschwander	PROPN
ajiri-5738	61	41	,	,	PUNCT
ajiri-5738	61	42	2024	2024	NUM
ajiri-5738	61	43	)	)	PUNCT
ajiri-5738	61	44	.	.	PUNCT
ajiri-5738	62	1	moreover	moreover	ADV
ajiri-5738	62	2	,	,	PUNCT
ajiri-5738	62	3	(	(	PUNCT
ajiri-5738	62	4	omri	omri	PROPN
ajiri-5738	62	5	,	,	PUNCT
ajiri-5738	62	6	2022	2022	NUM
ajiri-5738	62	7	)	)	PUNCT
ajiri-5738	62	8	also	also	ADV
ajiri-5738	62	9	add	add	VERB
ajiri-5738	62	10	that	that	SCONJ
ajiri-5738	62	11	there	there	PRON
ajiri-5738	62	12	is	be	VERB
ajiri-5738	62	13	an	an	DET
ajiri-5738	62	14	intrinsic	intrinsic	ADJ
ajiri-5738	62	15	relationship	relationship	NOUN
ajiri-5738	62	16	between	between	ADP
ajiri-5738	62	17	liquidity	liquidity	NOUN
ajiri-5738	62	18	risk	risk	NOUN
ajiri-5738	62	19	and	and	CCONJ
ajiri-5738	62	20	governance	governance	NOUN
ajiri-5738	62	21	structures	structure	NOUN
ajiri-5738	62	22	.	.	PUNCT
ajiri-5738	63	1	failure	failure	NOUN
ajiri-5738	63	2	of	of	ADP
ajiri-5738	63	3	an	an	DET
ajiri-5738	63	4	pa	pa	PROPN
ajiri-5738	63	5	ge	ge	PROPN
ajiri-5738	63	6	52	52	NUM
ajiri-5738	63	7	https://journals.e-palli.com/home/index.php/ajiri	https://journals.e-palli.com/home/index.php/ajiri	PROPN
ajiri-5738	63	8	am	be	AUX
ajiri-5738	63	9	.	.	PUNCT
ajiri-5738	64	1	j.	j.	PROPN
ajiri-5738	64	2	interdiscip	interdiscip	PROPN
ajiri-5738	64	3	.	.	PUNCT
ajiri-5738	65	1	res	re	NOUN
ajiri-5738	65	2	.	.	PUNCT
ajiri-5738	66	1	innov	innov	PROPN
ajiri-5738	66	2	.	.	PUNCT
ajiri-5738	67	1	4(3	4(3	NUM
ajiri-5738	67	2	)	)	PUNCT
ajiri-5738	67	3	50	50	NUM
ajiri-5738	67	4	-	-	SYM
ajiri-5738	67	5	61	61	NUM
ajiri-5738	67	6	,	,	PUNCT
ajiri-5738	67	7	2025	2025	NUM
ajiri-5738	67	8	effective	effective	ADJ
ajiri-5738	67	9	board	board	NOUN
ajiri-5738	67	10	oversight	oversight	NOUN
ajiri-5738	67	11	in	in	ADP
ajiri-5738	67	12	financial	financial	ADJ
ajiri-5738	67	13	institutions	institution	NOUN
ajiri-5738	67	14	results	result	VERB
ajiri-5738	67	15	in	in	ADP
ajiri-5738	67	16	failure	failure	NOUN
ajiri-5738	67	17	of	of	ADP
ajiri-5738	67	18	recognizing	recognize	VERB
ajiri-5738	67	19	liquidity	liquidity	NOUN
ajiri-5738	67	20	indicators	indicator	NOUN
ajiri-5738	67	21	like	like	ADP
ajiri-5738	67	22	increase	increase	VERB
ajiri-5738	67	23	in	in	ADP
ajiri-5738	67	24	non	non	ADJ
ajiri-5738	67	25	-	-	ADJ
ajiri-5738	67	26	performing	performing	ADJ
ajiri-5738	67	27	loans	loan	NOUN
ajiri-5738	67	28	,	,	PUNCT
ajiri-5738	67	29	overdrafts	overdraft	NOUN
ajiri-5738	67	30	,	,	PUNCT
ajiri-5738	67	31	funding	funding	NOUN
ajiri-5738	67	32	concentration	concentration	NOUN
ajiri-5738	67	33	among	among	ADP
ajiri-5738	67	34	other	other	ADJ
ajiri-5738	67	35	indicators	indicator	NOUN
ajiri-5738	67	36	of	of	ADP
ajiri-5738	67	37	liquidity	liquidity	NOUN
ajiri-5738	67	38	(	(	PUNCT
ajiri-5738	67	39	blake	blake	NOUN
ajiri-5738	67	40	,	,	PUNCT
ajiri-5738	67	41	2022	2022	NUM
ajiri-5738	67	42	)	)	PUNCT
ajiri-5738	67	43	.	.	PUNCT
ajiri-5738	68	1	these	these	DET
ajiri-5738	68	2	weaknesses	weakness	NOUN
ajiri-5738	68	3	are	be	AUX
ajiri-5738	68	4	aggravated	aggravate	VERB
ajiri-5738	68	5	in	in	ADP
ajiri-5738	68	6	case	case	NOUN
ajiri-5738	68	7	of	of	ADP
ajiri-5738	68	8	nbfis	nbfis	NOUN
ajiri-5738	68	9	because	because	SCONJ
ajiri-5738	68	10	of	of	ADP
ajiri-5738	68	11	thinner	thin	ADJ
ajiri-5738	68	12	capital	capital	NOUN
ajiri-5738	68	13	buffers	buffer	NOUN
ajiri-5738	68	14	,	,	PUNCT
ajiri-5738	68	15	the	the	DET
ajiri-5738	68	16	absence	absence	NOUN
ajiri-5738	68	17	of	of	ADP
ajiri-5738	68	18	deposit	deposit	NOUN
ajiri-5738	68	19	insurance	insurance	NOUN
ajiri-5738	68	20	,	,	PUNCT
ajiri-5738	68	21	and	and	CCONJ
ajiri-5738	68	22	lower	low	ADJ
ajiri-5738	68	23	access	access	NOUN
ajiri-5738	68	24	to	to	ADP
ajiri-5738	68	25	the	the	DET
ajiri-5738	68	26	central	central	PROPN
ajiri-5738	68	27	bank	bank	PROPN
ajiri-5738	68	28	funding	funding	NOUN
ajiri-5738	68	29	(	(	PUNCT
ajiri-5738	68	30	ilesanmi	ilesanmi	PROPN
ajiri-5738	68	31	,	,	PUNCT
ajiri-5738	68	32	2025	2025	NUM
ajiri-5738	68	33	)	)	PUNCT
ajiri-5738	68	34	.	.	PUNCT
ajiri-5738	69	1	in	in	ADP
ajiri-5738	69	2	the	the	DET
ajiri-5738	69	3	gulf	gulf	PROPN
ajiri-5738	69	4	cooperation	cooperation	NOUN
ajiri-5738	69	5	council	council	PROPN
ajiri-5738	69	6	(	(	PUNCT
ajiri-5738	69	7	gcc	gcc	NOUN
ajiri-5738	69	8	)	)	PUNCT
ajiri-5738	69	9	,	,	PUNCT
ajiri-5738	69	10	(	(	PUNCT
ajiri-5738	69	11	haddou	haddou	NOUN
ajiri-5738	69	12	&	&	CCONJ
ajiri-5738	69	13	mkhinini	mkhinini	PROPN
ajiri-5738	69	14	,	,	PUNCT
ajiri-5738	69	15	2025	2025	NUM
ajiri-5738	69	16	)	)	PUNCT
ajiri-5738	69	17	identified	identify	VERB
ajiri-5738	69	18	that	that	SCONJ
ajiri-5738	69	19	although	although	SCONJ
ajiri-5738	69	20	commercial	commercial	ADJ
ajiri-5738	69	21	banks	bank	NOUN
ajiri-5738	69	22	may	may	AUX
ajiri-5738	69	23	typically	typically	ADV
ajiri-5738	69	24	be	be	AUX
ajiri-5738	69	25	able	able	ADJ
ajiri-5738	69	26	to	to	PART
ajiri-5738	69	27	satisfy	satisfy	VERB
ajiri-5738	69	28	regulatory	regulatory	ADJ
ajiri-5738	69	29	liquidity	liquidity	NOUN
ajiri-5738	69	30	provisions	provision	NOUN
ajiri-5738	69	31	,	,	PUNCT
ajiri-5738	69	32	this	this	PRON
ajiri-5738	69	33	is	be	AUX
ajiri-5738	69	34	not	not	PART
ajiri-5738	69	35	usually	usually	ADV
ajiri-5738	69	36	the	the	DET
ajiri-5738	69	37	case	case	NOUN
ajiri-5738	69	38	with	with	ADP
ajiri-5738	69	39	smaller	small	ADJ
ajiri-5738	69	40	or	or	CCONJ
ajiri-5738	69	41	special	special	ADJ
ajiri-5738	69	42	purpose	purpose	NOUN
ajiri-5738	69	43	banks	bank	NOUN
ajiri-5738	69	44	whose	whose	DET
ajiri-5738	69	45	internal	internal	ADJ
ajiri-5738	69	46	controls	control	NOUN
ajiri-5738	69	47	lack	lack	VERB
ajiri-5738	69	48	both	both	DET
ajiri-5738	69	49	procedures	procedure	NOUN
ajiri-5738	69	50	and	and	CCONJ
ajiri-5738	69	51	full	full	ADJ
ajiri-5738	69	52	stress	stress	NOUN
ajiri-5738	69	53	testing	testing	NOUN
ajiri-5738	69	54	.	.	PUNCT
ajiri-5738	70	1	as	as	ADP
ajiri-5738	70	2	a	a	DET
ajiri-5738	70	3	result	result	NOUN
ajiri-5738	70	4	,	,	PUNCT
ajiri-5738	70	5	they	they	PRON
ajiri-5738	70	6	can	can	AUX
ajiri-5738	70	7	be	be	AUX
ajiri-5738	70	8	oblivious	oblivious	ADJ
ajiri-5738	70	9	to	to	ADP
ajiri-5738	70	10	deterioration	deterioration	NOUN
ajiri-5738	70	11	in	in	ADP
ajiri-5738	70	12	liquidity	liquidity	NOUN
ajiri-5738	70	13	until	until	SCONJ
ajiri-5738	70	14	liquidity	liquidity	NOUN
ajiri-5738	70	15	either	either	CCONJ
ajiri-5738	70	16	leads	lead	VERB
ajiri-5738	70	17	to	to	ADP
ajiri-5738	70	18	operational	operational	ADJ
ajiri-5738	70	19	breakdowns	breakdown	NOUN
ajiri-5738	70	20	or	or	CCONJ
ajiri-5738	70	21	government	government	NOUN
ajiri-5738	70	22	action	action	NOUN
ajiri-5738	70	23	.	.	PUNCT
ajiri-5738	71	1	liquidity	liquidity	NOUN
ajiri-5738	71	2	regulation	regulation	NOUN
ajiri-5738	71	3	and	and	CCONJ
ajiri-5738	71	4	the	the	DET
ajiri-5738	71	5	role	role	NOUN
ajiri-5738	71	6	of	of	ADP
ajiri-5738	71	7	basel	basel	PROPN
ajiri-5738	71	8	iii	iii	PROPN
ajiri-5738	71	9	following	follow	VERB
ajiri-5738	71	10	the	the	DET
ajiri-5738	71	11	disclosures	disclosure	NOUN
ajiri-5738	71	12	during	during	ADP
ajiri-5738	71	13	the	the	DET
ajiri-5738	71	14	global	global	ADJ
ajiri-5738	71	15	financial	financial	ADJ
ajiri-5738	71	16	crisis	crisis	NOUN
ajiri-5738	71	17	,	,	PUNCT
ajiri-5738	71	18	basel	basel	PROPN
ajiri-5738	71	19	iii	iii	NUM
ajiri-5738	71	20	regulatory	regulatory	ADJ
ajiri-5738	71	21	framework	framework	NOUN
ajiri-5738	71	22	proposed	propose	VERB
ajiri-5738	71	23	two	two	NUM
ajiri-5738	71	24	measures	measure	NOUN
ajiri-5738	71	25	to	to	ADP
ajiri-5738	71	26	liquidity	liquidity	NOUN
ajiri-5738	71	27	coverage	coverage	NOUN
ajiri-5738	71	28	:	:	PUNCT
ajiri-5738	71	29	the	the	DET
ajiri-5738	71	30	lcr	lcr	NOUN
ajiri-5738	71	31	and	and	CCONJ
ajiri-5738	71	32	nsfr	nsfr	ADJ
ajiri-5738	71	33	(	(	PUNCT
ajiri-5738	71	34	alaoui	alaoui	PROPN
ajiri-5738	71	35	mdaghri	mdaghri	PROPN
ajiri-5738	71	36	&	&	CCONJ
ajiri-5738	71	37	oubdi	oubdi	PROPN
ajiri-5738	71	38	,	,	PUNCT
ajiri-5738	71	39	2022	2022	NUM
ajiri-5738	71	40	)	)	PUNCT
ajiri-5738	71	41	.	.	PUNCT
ajiri-5738	72	1	these	these	DET
ajiri-5738	72	2	ratios	ratio	NOUN
ajiri-5738	72	3	are	be	AUX
ajiri-5738	72	4	a	a	DET
ajiri-5738	72	5	means	means	NOUN
ajiri-5738	72	6	of	of	ADP
ajiri-5738	72	7	ensuring	ensure	VERB
ajiri-5738	72	8	that	that	SCONJ
ajiri-5738	72	9	the	the	DET
ajiri-5738	72	10	banks	bank	NOUN
ajiri-5738	72	11	maintain	maintain	VERB
ajiri-5738	72	12	the	the	DET
ajiri-5738	72	13	quality	quality	NOUN
ajiri-5738	72	14	liquid	liquid	ADJ
ajiri-5738	72	15	assets	asset	NOUN
ajiri-5738	72	16	(	(	PUNCT
ajiri-5738	72	17	hqla	hqla	PROPN
ajiri-5738	72	18	)	)	PUNCT
ajiri-5738	72	19	as	as	ADP
ajiri-5738	72	20	a	a	DET
ajiri-5738	72	21	means	means	NOUN
ajiri-5738	72	22	of	of	ADP
ajiri-5738	72	23	satisfying	satisfy	VERB
ajiri-5738	72	24	short	short	ADJ
ajiri-5738	72	25	term	term	NOUN
ajiri-5738	72	26	obligations	obligation	NOUN
ajiri-5738	72	27	and	and	CCONJ
ajiri-5738	72	28	having	have	VERB
ajiri-5738	72	29	stable	stable	ADJ
ajiri-5738	72	30	funding	funding	NOUN
ajiri-5738	72	31	within	within	ADP
ajiri-5738	72	32	a	a	DET
ajiri-5738	72	33	timeframe	timeframe	NOUN
ajiri-5738	72	34	of	of	ADP
ajiri-5738	72	35	one	one	NUM
ajiri-5738	72	36	-	-	PUNCT
ajiri-5738	72	37	year	year	NOUN
ajiri-5738	72	38	horizon	horizon	NOUN
ajiri-5738	72	39	(	(	PUNCT
ajiri-5738	72	40	veeramoothoo	veeramoothoo	PROPN
ajiri-5738	72	41	&	&	CCONJ
ajiri-5738	72	42	hammoudeh	hammoudeh	PROPN
ajiri-5738	72	43	,	,	PUNCT
ajiri-5738	72	44	2022	2022	NUM
ajiri-5738	72	45	)	)	PUNCT
ajiri-5738	72	46	.	.	PUNCT
ajiri-5738	73	1	the	the	DET
ajiri-5738	73	2	effects	effect	NOUN
ajiri-5738	73	3	of	of	ADP
ajiri-5738	73	4	such	such	ADJ
ajiri-5738	73	5	regulations	regulation	NOUN
ajiri-5738	73	6	are	be	AUX
ajiri-5738	73	7	not	not	PART
ajiri-5738	73	8	consistent	consistent	ADJ
ajiri-5738	73	9	according	accord	VERB
ajiri-5738	73	10	to	to	ADP
ajiri-5738	73	11	studies	study	NOUN
ajiri-5738	73	12	(	(	PUNCT
ajiri-5738	73	13	papadamou	papadamou	ADV
ajiri-5738	73	14	et	et	PROPN
ajiri-5738	73	15	al	al	PROPN
ajiri-5738	73	16	.	.	PROPN
ajiri-5738	73	17	,	,	PUNCT
ajiri-5738	73	18	2021	2021	NUM
ajiri-5738	73	19	)	)	PUNCT
ajiri-5738	73	20	.	.	PUNCT
ajiri-5738	74	1	on	on	ADP
ajiri-5738	74	2	the	the	DET
ajiri-5738	74	3	one	one	NUM
ajiri-5738	74	4	hand	hand	NOUN
ajiri-5738	74	5	,	,	PUNCT
ajiri-5738	74	6	some	some	DET
ajiri-5738	74	7	scholars	scholar	NOUN
ajiri-5738	74	8	doubt	doubt	VERB
ajiri-5738	74	9	that	that	SCONJ
ajiri-5738	74	10	aside	aside	ADV
ajiri-5738	74	11	from	from	ADP
ajiri-5738	74	12	short	short	ADJ
ajiri-5738	74	13	-	-	PUNCT
ajiri-5738	74	14	term	term	NOUN
ajiri-5738	74	15	resilience	resilience	NOUN
ajiri-5738	74	16	,	,	PUNCT
ajiri-5738	74	17	the	the	DET
ajiri-5738	74	18	lcr	lcr	NOUN
ajiri-5738	74	19	would	would	AUX
ajiri-5738	74	20	also	also	ADV
ajiri-5738	74	21	promote	promote	VERB
ajiri-5738	74	22	procyclicality	procyclicality	NOUN
ajiri-5738	74	23	;	;	PUNCT
ajiri-5738	74	24	(	(	PUNCT
ajiri-5738	74	25	berrospide	berrospide	NOUN
ajiri-5738	74	26	,	,	PUNCT
ajiri-5738	74	27	2021	2021	NUM
ajiri-5738	74	28	)	)	PUNCT
ajiri-5738	74	29	note	note	VERB
ajiri-5738	74	30	that	that	SCONJ
ajiri-5738	74	31	banks	bank	NOUN
ajiri-5738	74	32	will	will	AUX
ajiri-5738	74	33	curtailed	curtail	VERB
ajiri-5738	74	34	lending	lending	NOUN
ajiri-5738	74	35	and	and	CCONJ
ajiri-5738	74	36	hoard	hoard	NOUN
ajiri-5738	74	37	liquidity	liquidity	NOUN
ajiri-5738	74	38	during	during	ADP
ajiri-5738	74	39	the	the	DET
ajiri-5738	74	40	downturns	downturn	NOUN
ajiri-5738	74	41	to	to	PART
ajiri-5738	74	42	meet	meet	VERB
ajiri-5738	74	43	the	the	DET
ajiri-5738	74	44	ratios	ratio	NOUN
ajiri-5738	74	45	thereby	thereby	ADV
ajiri-5738	74	46	aggravating	aggravate	VERB
ajiri-5738	74	47	credit	credit	NOUN
ajiri-5738	74	48	contraction	contraction	NOUN
ajiri-5738	74	49	;	;	PUNCT
ajiri-5738	74	50	(	(	PUNCT
ajiri-5738	74	51	)	)	PUNCT
ajiri-5738	74	52	observed	observe	VERB
ajiri-5738	74	53	that	that	SCONJ
ajiri-5738	74	54	the	the	DET
ajiri-5738	74	55	strict	strict	ADJ
ajiri-5738	74	56	liquidity	liquidity	NOUN
ajiri-5738	74	57	requirements	requirement	NOUN
ajiri-5738	74	58	are	be	AUX
ajiri-5738	74	59	likely	likely	ADJ
ajiri-5738	74	60	to	to	PART
ajiri-5738	74	61	enhance	enhance	VERB
ajiri-5738	74	62	transparency	transparency	NOUN
ajiri-5738	74	63	but	but	CCONJ
ajiri-5738	74	64	also	also	ADV
ajiri-5738	74	65	exerted	exert	VERB
ajiri-5738	74	66	concerns	concern	NOUN
ajiri-5738	74	67	on	on	ADP
ajiri-5738	74	68	the	the	DET
ajiri-5738	74	69	limited	limited	ADJ
ajiri-5738	74	70	availability	availability	NOUN
ajiri-5738	74	71	of	of	ADP
ajiri-5738	74	72	credit	credit	NOUN
ajiri-5738	74	73	and	and	CCONJ
ajiri-5738	74	74	decreased	decrease	VERB
ajiri-5738	74	75	profitability	profitability	NOUN
ajiri-5738	74	76	(	(	PUNCT
ajiri-5738	74	77	magnis	magnis	NOUN
ajiri-5738	74	78	et	et	PROPN
ajiri-5738	74	79	al	al	PROPN
ajiri-5738	74	80	.	.	PROPN
ajiri-5738	74	81	,	,	PUNCT
ajiri-5738	74	82	2025	2025	NUM
ajiri-5738	74	83	)	)	PUNCT
ajiri-5738	74	84	.	.	PUNCT
ajiri-5738	75	1	in	in	ADP
ajiri-5738	75	2	saudi	saudi	PROPN
ajiri-5738	75	3	arabia	arabia	PROPN
ajiri-5738	75	4	,	,	PUNCT
ajiri-5738	75	5	the	the	DET
ajiri-5738	75	6	saudi	saudi	ADJ
ajiri-5738	75	7	central	central	ADJ
ajiri-5738	75	8	bank	bank	PROPN
ajiri-5738	75	9	(	(	PUNCT
ajiri-5738	75	10	sama	sama	NOUN
ajiri-5738	75	11	)	)	PUNCT
ajiri-5738	75	12	has	have	AUX
ajiri-5738	75	13	implemented	implement	VERB
ajiri-5738	75	14	the	the	DET
ajiri-5738	75	15	basel	basel	PROPN
ajiri-5738	75	16	iii	iii	PROPN
ajiri-5738	75	17	standards	standard	NOUN
ajiri-5738	75	18	,	,	PUNCT
ajiri-5738	75	19	but	but	CCONJ
ajiri-5738	75	20	it	it	PRON
ajiri-5738	75	21	has	have	AUX
ajiri-5738	75	22	also	also	ADV
ajiri-5738	75	23	focused	focus	VERB
ajiri-5738	75	24	on	on	ADP
ajiri-5738	75	25	the	the	DET
ajiri-5738	75	26	importance	importance	NOUN
ajiri-5738	75	27	of	of	ADP
ajiri-5738	75	28	tailoring	tailoring	NOUN
ajiri-5738	75	29	as	as	ADP
ajiri-5738	75	30	per	per	ADP
ajiri-5738	75	31	institutional	institutional	ADJ
ajiri-5738	75	32	size	size	NOUN
ajiri-5738	75	33	and	and	CCONJ
ajiri-5738	75	34	risk	risk	NOUN
ajiri-5738	75	35	profile	profile	NOUN
ajiri-5738	75	36	(	(	PUNCT
ajiri-5738	75	37	alsanousi	alsanousi	NOUN
ajiri-5738	75	38	et	et	PROPN
ajiri-5738	75	39	al	al	PROPN
ajiri-5738	75	40	.	.	PROPN
ajiri-5738	75	41	,	,	PUNCT
ajiri-5738	75	42	2024	2024	NUM
ajiri-5738	75	43	)	)	PUNCT
ajiri-5738	75	44	.	.	PUNCT
ajiri-5738	76	1	nevertheless	nevertheless	ADV
ajiri-5738	76	2	,	,	PUNCT
ajiri-5738	76	3	many	many	ADJ
ajiri-5738	76	4	nbfis	nbfis	NOUN
ajiri-5738	76	5	are	be	AUX
ajiri-5738	76	6	not	not	PART
ajiri-5738	76	7	subject	subject	ADJ
ajiri-5738	76	8	to	to	ADP
ajiri-5738	76	9	direct	direct	ADJ
ajiri-5738	76	10	application	application	NOUN
ajiri-5738	76	11	of	of	ADP
ajiri-5738	76	12	lcr	lcr	PROPN
ajiri-5738	76	13	/	/	SYM
ajiri-5738	76	14	nsfr	nsfr	PROPN
ajiri-5738	76	15	,	,	PUNCT
ajiri-5738	76	16	and	and	CCONJ
ajiri-5738	76	17	this	this	PRON
ajiri-5738	76	18	has	have	AUX
ajiri-5738	76	19	created	create	VERB
ajiri-5738	76	20	regulatory	regulatory	ADJ
ajiri-5738	76	21	blind	blind	ADJ
ajiri-5738	76	22	spots	spot	NOUN
ajiri-5738	76	23	subject	subject	ADJ
ajiri-5738	76	24	to	to	ADP
ajiri-5738	76	25	exploitation	exploitation	NOUN
ajiri-5738	76	26	regarding	regard	VERB
ajiri-5738	76	27	systemic	systemic	ADJ
ajiri-5738	76	28	fragility	fragility	NOUN
ajiri-5738	76	29	(	(	PUNCT
ajiri-5738	76	30	diesel	diesel	NOUN
ajiri-5738	76	31	et	et	NOUN
ajiri-5738	76	32	al	al	PROPN
ajiri-5738	76	33	.	.	PROPN
ajiri-5738	76	34	,	,	PUNCT
ajiri-5738	76	35	2022	2022	NUM
ajiri-5738	76	36	)	)	PUNCT
ajiri-5738	76	37	.	.	PUNCT
ajiri-5738	77	1	such	such	ADJ
ajiri-5738	77	2	institutions	institution	NOUN
ajiri-5738	77	3	whose	whose	DET
ajiri-5738	77	4	asset	asset	NOUN
ajiri-5738	77	5	holdings	holding	NOUN
ajiri-5738	77	6	are	be	AUX
ajiri-5738	77	7	single	single	ADJ
ajiri-5738	77	8	and	and	CCONJ
ajiri-5738	77	9	not	not	PART
ajiri-5738	77	10	diversified	diversify	VERB
ajiri-5738	77	11	as	as	ADV
ajiri-5738	77	12	well	well	ADV
ajiri-5738	77	13	as	as	ADP
ajiri-5738	77	14	not	not	PART
ajiri-5738	77	15	having	have	VERB
ajiri-5738	77	16	access	access	NOUN
ajiri-5738	77	17	to	to	ADP
ajiri-5738	77	18	an	an	DET
ajiri-5738	77	19	institution	institution	NOUN
ajiri-5738	77	20	of	of	ADP
ajiri-5738	77	21	last	last	ADJ
ajiri-5738	77	22	resort	resort	NOUN
ajiri-5738	77	23	are	be	AUX
ajiri-5738	77	24	vulnerable	vulnerable	ADJ
ajiri-5738	77	25	such	such	ADJ
ajiri-5738	77	26	systems	system	NOUN
ajiri-5738	77	27	.	.	PUNCT
ajiri-5738	78	1	empirical	empirical	ADJ
ajiri-5738	78	2	insights	insight	NOUN
ajiri-5738	78	3	from	from	ADP
ajiri-5738	78	4	emerging	emerge	VERB
ajiri-5738	78	5	economies	economy	NOUN
ajiri-5738	78	6	the	the	DET
ajiri-5738	78	7	risk	risk	NOUN
ajiri-5738	78	8	of	of	ADP
ajiri-5738	78	9	liquidity	liquidity	NOUN
ajiri-5738	78	10	is	be	AUX
ajiri-5738	78	11	even	even	ADV
ajiri-5738	78	12	more	more	ADV
ajiri-5738	78	13	marked	mark	VERB
ajiri-5738	78	14	in	in	ADP
ajiri-5738	78	15	emerging	emerge	VERB
ajiri-5738	78	16	markets	market	NOUN
ajiri-5738	78	17	with	with	ADP
ajiri-5738	78	18	shallow	shallow	ADJ
ajiri-5738	78	19	capital	capital	NOUN
ajiri-5738	78	20	markets	market	NOUN
ajiri-5738	78	21	,	,	PUNCT
ajiri-5738	78	22	macroeconomic	macroeconomic	ADJ
ajiri-5738	78	23	volatility	volatility	NOUN
ajiri-5738	78	24	and	and	CCONJ
ajiri-5738	78	25	institutional	institutional	ADJ
ajiri-5738	78	26	weakness	weakness	NOUN
ajiri-5738	78	27	increasing	increase	VERB
ajiri-5738	78	28	the	the	DET
ajiri-5738	78	29	risk	risk	NOUN
ajiri-5738	78	30	of	of	ADP
ajiri-5738	78	31	disruption	disruption	NOUN
ajiri-5738	78	32	.	.	PUNCT
ajiri-5738	79	1	in	in	ADP
ajiri-5738	79	2	kenya	kenya	PROPN
ajiri-5738	79	3	,	,	PUNCT
ajiri-5738	79	4	(	(	PUNCT
ajiri-5738	79	5	mutai	mutai	PROPN
ajiri-5738	79	6	&	&	CCONJ
ajiri-5738	79	7	miroga	miroga	PROPN
ajiri-5738	79	8	,	,	PUNCT
ajiri-5738	79	9	2023	2023	NUM
ajiri-5738	79	10	)	)	PUNCT
ajiri-5738	79	11	witnessed	witness	VERB
ajiri-5738	79	12	that	that	SCONJ
ajiri-5738	79	13	deposit	deposit	NOUN
ajiri-5738	79	14	taking	take	VERB
ajiri-5738	79	15	saccos	sacco	NOUN
ajiri-5738	79	16	were	be	AUX
ajiri-5738	79	17	characterized	characterize	VERB
ajiri-5738	79	18	by	by	ADP
ajiri-5738	79	19	lack	lack	NOUN
ajiri-5738	79	20	of	of	ADP
ajiri-5738	79	21	income	income	NOUN
ajiri-5738	79	22	and	and	CCONJ
ajiri-5738	79	23	operational	operational	ADJ
ajiri-5738	79	24	stability	stability	NOUN
ajiri-5738	79	25	occasioned	occasion	VERB
ajiri-5738	79	26	by	by	ADP
ajiri-5738	79	27	improper	improper	ADJ
ajiri-5738	79	28	management	management	NOUN
ajiri-5738	79	29	of	of	ADP
ajiri-5738	79	30	liquidity	liquidity	NOUN
ajiri-5738	79	31	and	and	CCONJ
ajiri-5738	79	32	the	the	DET
ajiri-5738	79	33	excessive	excessive	ADJ
ajiri-5738	79	34	use	use	NOUN
ajiri-5738	79	35	of	of	ADP
ajiri-5738	79	36	shortterm	shortterm	PROPN
ajiri-5738	79	37	deposits	deposit	NOUN
ajiri-5738	79	38	.	.	PUNCT
ajiri-5738	80	1	in	in	ADP
ajiri-5738	80	2	kosovo	kosovo	PROPN
ajiri-5738	80	3	,	,	PUNCT
ajiri-5738	80	4	(	(	PUNCT
ajiri-5738	80	5	morina	morina	NOUN
ajiri-5738	80	6	&	&	CCONJ
ajiri-5738	80	7	qarri	qarri	NOUN
ajiri-5738	80	8	,	,	PUNCT
ajiri-5738	80	9	2021	2021	NUM
ajiri-5738	80	10	)	)	PUNCT
ajiri-5738	80	11	found	find	VERB
ajiri-5738	80	12	a	a	DET
ajiri-5738	80	13	significant	significant	ADJ
ajiri-5738	80	14	negative	negative	ADJ
ajiri-5738	80	15	relationship	relationship	NOUN
ajiri-5738	80	16	between	between	ADP
ajiri-5738	80	17	liquidity	liquidity	NOUN
ajiri-5738	80	18	deficiencies	deficiency	NOUN
ajiri-5738	80	19	and	and	CCONJ
ajiri-5738	80	20	indicators	indicator	NOUN
ajiri-5738	80	21	of	of	ADP
ajiri-5738	80	22	performance	performance	NOUN
ajiri-5738	80	23	including	include	VERB
ajiri-5738	80	24	return	return	NOUN
ajiri-5738	80	25	on	on	ADP
ajiri-5738	80	26	assets	asset	NOUN
ajiri-5738	80	27	(	(	PUNCT
ajiri-5738	80	28	roa	roa	NOUN
ajiri-5738	80	29	)	)	PUNCT
ajiri-5738	80	30	and	and	CCONJ
ajiri-5738	80	31	return	return	VERB
ajiri-5738	80	32	on	on	ADP
ajiri-5738	80	33	equity	equity	NOUN
ajiri-5738	80	34	(	(	PUNCT
ajiri-5738	80	35	roe	roe	PROPN
ajiri-5738	80	36	)	)	PUNCT
ajiri-5738	80	37	.	.	PUNCT
ajiri-5738	81	1	likewise	likewise	ADV
ajiri-5738	81	2	,	,	PUNCT
ajiri-5738	81	3	(	(	PUNCT
ajiri-5738	81	4	skyrman	skyrman	NOUN
ajiri-5738	81	5	,	,	PUNCT
ajiri-5738	81	6	2024	2024	NUM
ajiri-5738	81	7	)	)	PUNCT
ajiri-5738	81	8	reviewed	review	VERB
ajiri-5738	81	9	basel	basel	PROPN
ajiri-5738	81	10	iii	iii	PROPN
ajiri-5738	81	11	in	in	ADP
ajiri-5738	81	12	postbasel	postbasel	NOUN
ajiri-5738	81	13	conditions	condition	NOUN
ajiri-5738	81	14	of	of	ADP
ajiri-5738	81	15	banks	bank	NOUN
ajiri-5738	81	16	in	in	ADP
ajiri-5738	81	17	europe	europe	PROPN
ajiri-5738	81	18	and	and	CCONJ
ajiri-5738	81	19	published	publish	VERB
ajiri-5738	81	20	that	that	SCONJ
ajiri-5738	81	21	poorly	poorly	ADV
ajiri-5738	81	22	liquidated	liquidate	VERB
ajiri-5738	81	23	banks	bank	NOUN
ajiri-5738	81	24	performed	perform	VERB
ajiri-5738	81	25	worse	bad	ADJ
ajiri-5738	81	26	than	than	ADP
ajiri-5738	81	27	their	their	PRON
ajiri-5738	81	28	peers	peer	NOUN
ajiri-5738	81	29	,	,	PUNCT
ajiri-5738	81	30	particularly	particularly	ADV
ajiri-5738	81	31	in	in	ADP
ajiri-5738	81	32	turbulent	turbulent	ADJ
ajiri-5738	81	33	markets	market	NOUN
ajiri-5738	81	34	.	.	PUNCT
ajiri-5738	82	1	these	these	DET
ajiri-5738	82	2	empirical	empirical	ADJ
ajiri-5738	82	3	facts	fact	NOUN
ajiri-5738	82	4	imply	imply	VERB
ajiri-5738	82	5	that	that	SCONJ
ajiri-5738	82	6	liquidity	liquidity	NOUN
ajiri-5738	82	7	risk	risk	NOUN
ajiri-5738	82	8	is	be	AUX
ajiri-5738	82	9	not	not	PART
ajiri-5738	82	10	just	just	ADV
ajiri-5738	82	11	a	a	DET
ajiri-5738	82	12	compliance	compliance	NOUN
ajiri-5738	82	13	factor	factor	NOUN
ajiri-5738	82	14	,	,	PUNCT
ajiri-5738	82	15	nor	nor	CCONJ
ajiri-5738	82	16	a	a	DET
ajiri-5738	82	17	strategic	strategic	ADJ
ajiri-5738	82	18	factor	factor	NOUN
ajiri-5738	82	19	in	in	ADP
ajiri-5738	82	20	the	the	DET
ajiri-5738	82	21	accomplishments	accomplishment	NOUN
ajiri-5738	82	22	and	and	CCONJ
ajiri-5738	82	23	survival	survival	NOUN
ajiri-5738	82	24	of	of	ADP
ajiri-5738	82	25	an	an	DET
ajiri-5738	82	26	institution	institution	NOUN
ajiri-5738	82	27	.	.	PUNCT
ajiri-5738	83	1	large	large	ADJ
ajiri-5738	83	2	institutions	institution	NOUN
ajiri-5738	83	3	have	have	AUX
ajiri-5738	83	4	increasingly	increasingly	ADV
ajiri-5738	83	5	integrated	integrate	VERB
ajiri-5738	83	6	global	global	ADJ
ajiri-5738	83	7	best	good	ADJ
ajiri-5738	83	8	practices	practice	NOUN
ajiri-5738	83	9	,	,	PUNCT
ajiri-5738	83	10	whereas	whereas	SCONJ
ajiri-5738	83	11	smaller	small	ADJ
ajiri-5738	83	12	banks	bank	NOUN
ajiri-5738	83	13	and	and	CCONJ
ajiri-5738	83	14	nbfis	nbfis	NOUN
ajiri-5738	83	15	have	have	VERB
ajiri-5738	83	16	a	a	DET
ajiri-5738	83	17	history	history	NOUN
ajiri-5738	83	18	of	of	ADP
ajiri-5738	83	19	using	use	VERB
ajiri-5738	83	20	ineffective	ineffective	ADJ
ajiri-5738	83	21	models	model	NOUN
ajiri-5738	83	22	,	,	PUNCT
ajiri-5738	83	23	fragmented	fragmented	ADJ
ajiri-5738	83	24	data	data	NOUN
ajiri-5738	83	25	systems	system	NOUN
ajiri-5738	83	26	that	that	PRON
ajiri-5738	83	27	include	include	VERB
ajiri-5738	83	28	limited	limited	ADJ
ajiri-5738	83	29	predictive	predictive	ADJ
ajiri-5738	83	30	models	model	NOUN
ajiri-5738	83	31	and	and	CCONJ
ajiri-5738	83	32	the	the	DET
ajiri-5738	83	33	lack	lack	NOUN
ajiri-5738	83	34	of	of	ADP
ajiri-5738	83	35	formalized	formalize	VERB
ajiri-5738	83	36	contingencies	contingency	NOUN
ajiri-5738	83	37	plans	plan	NOUN
ajiri-5738	83	38	.	.	PUNCT
ajiri-5738	84	1	the	the	DET
ajiri-5738	84	2	concentration	concentration	NOUN
ajiri-5738	84	3	of	of	ADP
ajiri-5738	84	4	funding	funding	NOUN
ajiri-5738	84	5	sources	source	NOUN
ajiri-5738	84	6	and	and	CCONJ
ajiri-5738	84	7	low	low	ADJ
ajiri-5738	84	8	adoption	adoption	NOUN
ajiri-5738	84	9	of	of	ADP
ajiri-5738	84	10	electronic	electronic	ADJ
ajiri-5738	84	11	risk	risk	NOUN
ajiri-5738	84	12	infrastructure	infrastructure	NOUN
ajiri-5738	84	13	are	be	AUX
ajiri-5738	84	14	the	the	DET
ajiri-5738	84	15	features	feature	NOUN
ajiri-5738	84	16	that	that	PRON
ajiri-5738	84	17	render	render	VERB
ajiri-5738	84	18	saudi	saudi	PROPN
ajiri-5738	84	19	nbfis	nbfis	PROPN
ajiri-5738	84	20	especially	especially	ADV
ajiri-5738	84	21	vulnerable	vulnerable	ADJ
ajiri-5738	84	22	to	to	ADP
ajiri-5738	84	23	liquidity	liquidity	NOUN
ajiri-5738	84	24	stress	stress	NOUN
ajiri-5738	84	25	(	(	PUNCT
ajiri-5738	84	26	gortsos	gortsos	NOUN
ajiri-5738	84	27	,	,	PUNCT
ajiri-5738	84	28	2023	2023	NUM
ajiri-5738	84	29	)	)	PUNCT
ajiri-5738	84	30	.	.	PUNCT
ajiri-5738	85	1	technology	technology	NOUN
ajiri-5738	85	2	,	,	PUNCT
ajiri-5738	85	3	forecasting	forecasting	NOUN
ajiri-5738	85	4	,	,	PUNCT
ajiri-5738	85	5	and	and	CCONJ
ajiri-5738	85	6	institutional	institutional	ADJ
ajiri-5738	85	7	readiness	readiness	NOUN
ajiri-5738	85	8	the	the	DET
ajiri-5738	85	9	emergence	emergence	NOUN
ajiri-5738	85	10	of	of	ADP
ajiri-5738	85	11	fintech	fintech	NOUN
ajiri-5738	85	12	provides	provide	VERB
ajiri-5738	85	13	the	the	DET
ajiri-5738	85	14	potential	potential	NOUN
ajiri-5738	85	15	to	to	PART
ajiri-5738	85	16	use	use	VERB
ajiri-5738	85	17	new	new	ADJ
ajiri-5738	85	18	liquidity	liquidity	NOUN
ajiri-5738	85	19	risk	risk	NOUN
ajiri-5738	85	20	management	management	NOUN
ajiri-5738	85	21	tools	tool	NOUN
ajiri-5738	85	22	.	.	PUNCT
ajiri-5738	86	1	institutions	institution	NOUN
ajiri-5738	86	2	may	may	AUX
ajiri-5738	86	3	be	be	AUX
ajiri-5738	86	4	helped	help	VERB
ajiri-5738	86	5	in	in	ADP
ajiri-5738	86	6	tracking	track	VERB
ajiri-5738	86	7	cash	cash	NOUN
ajiri-5738	86	8	flows	flow	NOUN
ajiri-5738	86	9	,	,	PUNCT
ajiri-5738	86	10	stress	stress	NOUN
ajiri-5738	86	11	scenarios	scenario	NOUN
ajiri-5738	86	12	,	,	PUNCT
ajiri-5738	86	13	and	and	CCONJ
ajiri-5738	86	14	funding	funding	NOUN
ajiri-5738	86	15	gaps	gap	NOUN
ajiri-5738	86	16	through	through	ADP
ajiri-5738	86	17	predictive	predictive	ADJ
ajiri-5738	86	18	analytics	analytic	NOUN
ajiri-5738	86	19	,	,	PUNCT
ajiri-5738	86	20	real	real	ADJ
ajiri-5738	86	21	-	-	PUNCT
ajiri-5738	86	22	time	time	NOUN
ajiri-5738	86	23	monitoring	monitoring	NOUN
ajiri-5738	86	24	dashboards	dashboard	NOUN
ajiri-5738	86	25	,	,	PUNCT
ajiri-5738	86	26	and	and	CCONJ
ajiri-5738	86	27	machine	machine	NOUN
ajiri-5738	86	28	learning	learning	NOUN
ajiri-5738	86	29	models	model	NOUN
ajiri-5738	86	30	among	among	ADP
ajiri-5738	86	31	others	other	NOUN
ajiri-5738	86	32	(	(	PUNCT
ajiri-5738	86	33	malhotra	malhotra	PROPN
ajiri-5738	86	34	et	et	PROPN
ajiri-5738	86	35	al	al	PROPN
ajiri-5738	86	36	.	.	PROPN
ajiri-5738	86	37	,	,	PUNCT
ajiri-5738	86	38	2025	2025	NUM
ajiri-5738	86	39	)	)	PUNCT
ajiri-5738	86	40	.	.	PUNCT
ajiri-5738	87	1	further	far	ADV
ajiri-5738	87	2	,	,	PUNCT
ajiri-5738	87	3	(	(	PUNCT
ajiri-5738	87	4	von	von	PROPN
ajiri-5738	87	5	solms	solm	NOUN
ajiri-5738	87	6	,	,	PUNCT
ajiri-5738	87	7	2021	2021	NUM
ajiri-5738	87	8	)	)	PUNCT
ajiri-5738	87	9	suggest	suggest	VERB
ajiri-5738	87	10	that	that	SCONJ
ajiri-5738	87	11	banks	bank	NOUN
ajiri-5738	87	12	with	with	ADP
ajiri-5738	87	13	fully	fully	ADV
ajiri-5738	87	14	integrated	integrate	VERB
ajiri-5738	87	15	technological	technological	ADJ
ajiri-5738	87	16	infrastructure	infrastructure	NOUN
ajiri-5738	87	17	were	be	AUX
ajiri-5738	87	18	more	more	ADV
ajiri-5738	87	19	responsive	responsive	ADJ
ajiri-5738	87	20	in	in	ADP
ajiri-5738	87	21	the	the	DET
ajiri-5738	87	22	simulation	simulation	NOUN
ajiri-5738	87	23	of	of	ADP
ajiri-5738	87	24	crisis	crisis	NOUN
ajiri-5738	87	25	situations	situation	NOUN
ajiri-5738	87	26	when	when	SCONJ
ajiri-5738	87	27	compared	compare	VERB
ajiri-5738	87	28	with	with	ADP
ajiri-5738	87	29	those	those	PRON
ajiri-5738	87	30	managed	manage	VERB
ajiri-5738	87	31	manually	manually	ADV
ajiri-5738	87	32	.	.	PUNCT
ajiri-5738	88	1	blockchain	blockchain	PROPN
ajiri-5738	88	2	though	though	ADV
ajiri-5738	88	3	,	,	PUNCT
ajiri-5738	88	4	its	its	PRON
ajiri-5738	88	5	usage	usage	NOUN
ajiri-5738	88	6	remains	remain	VERB
ajiri-5738	88	7	in	in	ADP
ajiri-5738	88	8	its	its	PRON
ajiri-5738	88	9	infancy	infancy	NOUN
ajiri-5738	88	10	,	,	PUNCT
ajiri-5738	88	11	is	be	AUX
ajiri-5738	88	12	investigated	investigate	VERB
ajiri-5738	88	13	as	as	ADP
ajiri-5738	88	14	a	a	DET
ajiri-5738	88	15	way	way	NOUN
ajiri-5738	88	16	of	of	ADP
ajiri-5738	88	17	tracking	track	VERB
ajiri-5738	88	18	assets	asset	NOUN
ajiri-5738	88	19	and	and	CCONJ
ajiri-5738	88	20	making	make	VERB
ajiri-5738	88	21	inter	inter	ADJ
ajiri-5738	88	22	-	-	ADJ
ajiri-5738	88	23	institutional	institutional	ADJ
ajiri-5738	88	24	settlements	settlement	NOUN
ajiri-5738	88	25	of	of	ADP
ajiri-5738	88	26	liquidity	liquidity	NOUN
ajiri-5738	88	27	(	(	PUNCT
ajiri-5738	88	28	mukkamala	mukkamala	PROPN
ajiri-5738	88	29	&	&	CCONJ
ajiri-5738	88	30	vatrapu	vatrapu	ADJ
ajiri-5738	88	31	,	,	PUNCT
ajiri-5738	88	32	2021	2021	NUM
ajiri-5738	88	33	)	)	PUNCT
ajiri-5738	88	34	.	.	PUNCT
ajiri-5738	89	1	additionally	additionally	ADV
ajiri-5738	89	2	,	,	PUNCT
ajiri-5738	89	3	(	(	PUNCT
ajiri-5738	89	4	raj	raj	PROPN
ajiri-5738	89	5	et	et	PROPN
ajiri-5738	89	6	al	al	PROPN
ajiri-5738	89	7	.	.	PROPN
ajiri-5738	89	8	,	,	PUNCT
ajiri-5738	89	9	2024	2024	NUM
ajiri-5738	89	10	)	)	PUNCT
ajiri-5738	89	11	use	use	VERB
ajiri-5738	89	12	the	the	DET
ajiri-5738	89	13	term	term	NOUN
ajiri-5738	89	14	distributed	distribute	VERB
ajiri-5738	89	15	ledger	ledger	NOUN
ajiri-5738	89	16	technologies	technology	NOUN
ajiri-5738	89	17	as	as	ADP
ajiri-5738	89	18	possible	possible	ADJ
ajiri-5738	89	19	facilitators	facilitator	NOUN
ajiri-5738	89	20	of	of	ADP
ajiri-5738	89	21	transparency	transparency	NOUN
ajiri-5738	89	22	and	and	CCONJ
ajiri-5738	89	23	real	real	ADJ
ajiri-5738	89	24	time	time	NOUN
ajiri-5738	89	25	funding	fund	VERB
ajiri-5738	89	26	optimization	optimization	NOUN
ajiri-5738	89	27	.	.	PUNCT
ajiri-5738	90	1	equally	equally	ADV
ajiri-5738	90	2	,	,	PUNCT
ajiri-5738	90	3	ai	ai	ADJ
ajiri-5738	90	4	-	-	PUNCT
ajiri-5738	90	5	powered	power	VERB
ajiri-5738	90	6	solutions	solution	NOUN
ajiri-5738	90	7	,	,	PUNCT
ajiri-5738	90	8	which	which	PRON
ajiri-5738	90	9	(	(	PUNCT
ajiri-5738	90	10	adebowale	adebowale	NOUN
ajiri-5738	90	11	&	&	CCONJ
ajiri-5738	90	12	akinnagbe	akinnagbe	PROPN
ajiri-5738	90	13	,	,	PUNCT
ajiri-5738	90	14	2021	2021	NUM
ajiri-5738	90	15	)	)	PUNCT
ajiri-5738	90	16	,	,	PUNCT
ajiri-5738	90	17	are	be	AUX
ajiri-5738	90	18	potentially	potentially	ADV
ajiri-5738	90	19	useful	useful	ADJ
ajiri-5738	90	20	in	in	ADP
ajiri-5738	90	21	detecting	detect	VERB
ajiri-5738	90	22	any	any	DET
ajiri-5738	90	23	early	early	ADJ
ajiri-5738	90	24	indicators	indicator	NOUN
ajiri-5738	90	25	of	of	ADP
ajiri-5738	90	26	funding	funding	NOUN
ajiri-5738	90	27	pressure	pressure	NOUN
ajiri-5738	90	28	based	base	VERB
ajiri-5738	90	29	on	on	ADP
ajiri-5738	90	30	borrower	borrower	NOUN
ajiri-5738	90	31	behavior	behavior	NOUN
ajiri-5738	90	32	,	,	PUNCT
ajiri-5738	90	33	counterparty	counterparty	NOUN
ajiri-5738	90	34	exposures	exposure	NOUN
ajiri-5738	90	35	,	,	PUNCT
ajiri-5738	90	36	and	and	CCONJ
ajiri-5738	90	37	macro	macro	ADJ
ajiri-5738	90	38	economies	economy	NOUN
ajiri-5738	90	39	.	.	PUNCT
ajiri-5738	91	1	however	however	ADV
ajiri-5738	91	2	,	,	PUNCT
ajiri-5738	91	3	the	the	DET
ajiri-5738	91	4	use	use	NOUN
ajiri-5738	91	5	of	of	ADP
ajiri-5738	91	6	these	these	DET
ajiri-5738	91	7	types	type	NOUN
ajiri-5738	91	8	of	of	ADP
ajiri-5738	91	9	technologies	technology	NOUN
ajiri-5738	91	10	in	in	ADP
ajiri-5738	91	11	the	the	DET
ajiri-5738	91	12	developing	develop	VERB
ajiri-5738	91	13	and	and	CCONJ
ajiri-5738	91	14	middleincome	middleincome	PROPN
ajiri-5738	91	15	nations	nation	NOUN
ajiri-5738	91	16	is	be	AUX
ajiri-5738	91	17	still	still	ADV
ajiri-5738	91	18	low	low	ADJ
ajiri-5738	91	19	.	.	PUNCT
ajiri-5738	92	1	a	a	DET
ajiri-5738	92	2	substantial	substantial	ADJ
ajiri-5738	92	3	number	number	NOUN
ajiri-5738	92	4	of	of	ADP
ajiri-5738	92	5	their	their	PRON
ajiri-5738	92	6	institutions	institution	NOUN
ajiri-5738	92	7	continue	continue	VERB
ajiri-5738	92	8	to	to	PART
ajiri-5738	92	9	use	use	VERB
ajiri-5738	92	10	excel	excel	NOUN
ajiri-5738	92	11	-	-	PUNCT
ajiri-5738	92	12	based	base	VERB
ajiri-5738	92	13	tools	tool	NOUN
ajiri-5738	92	14	,	,	PUNCT
ajiri-5738	92	15	are	be	AUX
ajiri-5738	92	16	slow	slow	ADJ
ajiri-5738	92	17	on	on	ADP
ajiri-5738	92	18	reporting	reporting	NOUN
ajiri-5738	92	19	or	or	CCONJ
ajiri-5738	92	20	lack	lack	VERB
ajiri-5738	92	21	central	central	ADJ
ajiri-5738	92	22	data	datum	NOUN
ajiri-5738	92	23	warehouses	warehouse	NOUN
ajiri-5738	92	24	,	,	PUNCT
ajiri-5738	92	25	which	which	PRON
ajiri-5738	92	26	greatly	greatly	ADV
ajiri-5738	92	27	compromises	compromise	VERB
ajiri-5738	92	28	their	their	PRON
ajiri-5738	92	29	ability	ability	NOUN
ajiri-5738	92	30	to	to	PART
ajiri-5738	92	31	identify	identify	VERB
ajiri-5738	92	32	and	and	CCONJ
ajiri-5738	92	33	mitigate	mitigate	VERB
ajiri-5738	92	34	the	the	DET
ajiri-5738	92	35	liquidity	liquidity	NOUN
ajiri-5738	92	36	risk	risk	NOUN
ajiri-5738	92	37	.	.	PUNCT
ajiri-5738	93	1	the	the	DET
ajiri-5738	93	2	resulting	result	VERB
ajiri-5738	93	3	disparity	disparity	NOUN
ajiri-5738	93	4	poses	pose	VERB
ajiri-5738	93	5	asymmetrical	asymmetrical	ADJ
ajiri-5738	93	6	preparedness	preparedness	NOUN
ajiri-5738	93	7	regardless	regardless	ADV
ajiri-5738	93	8	of	of	ADP
ajiri-5738	93	9	placing	place	VERB
ajiri-5738	93	10	the	the	DET
ajiri-5738	93	11	institutions	institution	NOUN
ajiri-5738	93	12	in	in	ADP
ajiri-5738	93	13	the	the	DET
ajiri-5738	93	14	same	same	ADJ
ajiri-5738	93	15	regulatory	regulatory	ADJ
ajiri-5738	93	16	environment	environment	NOUN
ajiri-5738	93	17	.	.	PUNCT
ajiri-5738	94	1	theoretical	theoretical	ADJ
ajiri-5738	94	2	framework	framework	NOUN
ajiri-5738	94	3	this	this	DET
ajiri-5738	94	4	paper	paper	NOUN
ajiri-5738	94	5	is	be	AUX
ajiri-5738	94	6	supported	support	VERB
ajiri-5738	94	7	by	by	ADP
ajiri-5738	94	8	two	two	NUM
ajiri-5738	94	9	complementary	complementary	ADJ
ajiri-5738	94	10	theories	theory	NOUN
ajiri-5738	94	11	;	;	PUNCT
ajiri-5738	94	12	liquidity	liquidity	NOUN
ajiri-5738	94	13	preference	preference	NOUN
ajiri-5738	94	14	and	and	CCONJ
ajiri-5738	94	15	anticipated	anticipate	VERB
ajiri-5738	94	16	income	income	NOUN
ajiri-5738	94	17	theories	theory	NOUN
ajiri-5738	94	18	that	that	PRON
ajiri-5738	94	19	are	be	AUX
ajiri-5738	94	20	most	most	ADV
ajiri-5738	94	21	suitable	suitable	ADJ
ajiri-5738	94	22	for	for	ADP
ajiri-5738	94	23	any	any	DET
ajiri-5738	94	24	attempt	attempt	NOUN
ajiri-5738	94	25	to	to	PART
ajiri-5738	94	26	analyze	analyze	VERB
ajiri-5738	94	27	institutional	institutional	ADJ
ajiri-5738	94	28	liquidity	liquidity	NOUN
ajiri-5738	94	29	behavior	behavior	NOUN
ajiri-5738	94	30	,	,	PUNCT
ajiri-5738	94	31	especially	especially	ADV
ajiri-5738	94	32	in	in	ADP
ajiri-5738	94	33	the	the	DET
ajiri-5738	94	34	emerging	emerge	VERB
ajiri-5738	94	35	market	market	NOUN
ajiri-5738	94	36	environments	environment	NOUN
ajiri-5738	94	37	.	.	PUNCT
ajiri-5738	95	1	liquidity	liquidity	NOUN
ajiri-5738	95	2	preference	preference	NOUN
ajiri-5738	95	3	theory	theory	NOUN
ajiri-5738	95	4	the	the	DET
ajiri-5738	95	5	liquidity	liquidity	NOUN
ajiri-5738	95	6	preference	preference	NOUN
ajiri-5738	95	7	theory	theory	NOUN
ajiri-5738	95	8	was	be	AUX
ajiri-5738	95	9	formulated	formulate	VERB
ajiri-5738	95	10	by	by	ADP
ajiri-5738	95	11	keynes	keynes	PROPN
ajiri-5738	95	12	(	(	PUNCT
ajiri-5738	95	13	1936	1936	NUM
ajiri-5738	95	14	)	)	PUNCT
ajiri-5738	95	15	and	and	CCONJ
ajiri-5738	95	16	argues	argue	VERB
ajiri-5738	95	17	that	that	SCONJ
ajiri-5738	95	18	economic	economic	ADJ
ajiri-5738	95	19	agents	agent	NOUN
ajiri-5738	95	20	choose	choose	VERB
ajiri-5738	95	21	to	to	PART
ajiri-5738	95	22	invest	invest	VERB
ajiri-5738	95	23	in	in	ADP
ajiri-5738	95	24	liquid	liquid	ADJ
ajiri-5738	95	25	forms	form	NOUN
ajiri-5738	95	26	of	of	ADP
ajiri-5738	95	27	assets	asset	NOUN
ajiri-5738	95	28	as	as	ADP
ajiri-5738	95	29	a	a	DET
ajiri-5738	95	30	hedge	hedge	NOUN
ajiri-5738	95	31	against	against	ADP
ajiri-5738	95	32	uncertainty	uncertainty	NOUN
ajiri-5738	95	33	(	(	PUNCT
ajiri-5738	95	34	bonizzi	bonizzi	NOUN
ajiri-5738	95	35	&	&	CCONJ
ajiri-5738	95	36	kaltenbrunner	kaltenbrunner	NOUN
ajiri-5738	95	37	,	,	PUNCT
ajiri-5738	95	38	2021	2021	NUM
ajiri-5738	95	39	;	;	PUNCT
ajiri-5738	95	40	brady	brady	PROPN
ajiri-5738	95	41	,	,	PUNCT
ajiri-5738	95	42	pa	pa	PROPN
ajiri-5738	95	43	ge	ge	PROPN
ajiri-5738	95	44	53	53	NUM
ajiri-5738	95	45	https://journals.e-palli.com/home/index.php/ajiri	https://journals.e-palli.com/home/index.php/ajiri	PROPN
ajiri-5738	95	46	am	be	AUX
ajiri-5738	95	47	.	.	PUNCT
ajiri-5738	96	1	j.	j.	PROPN
ajiri-5738	96	2	interdiscip	interdiscip	PROPN
ajiri-5738	96	3	.	.	PUNCT
ajiri-5738	97	1	res	re	NOUN
ajiri-5738	97	2	.	.	PUNCT
ajiri-5738	98	1	innov	innov	PROPN
ajiri-5738	98	2	.	.	PUNCT
ajiri-5738	99	1	4(3	4(3	NUM
ajiri-5738	99	2	)	)	PUNCT
ajiri-5738	99	3	50	50	NUM
ajiri-5738	99	4	-	-	SYM
ajiri-5738	99	5	61	61	NUM
ajiri-5738	99	6	,	,	PUNCT
ajiri-5738	99	7	2025	2025	NUM
ajiri-5738	99	8	2024	2024	NUM
ajiri-5738	99	9	)	)	PUNCT
ajiri-5738	99	10	.	.	PUNCT
ajiri-5738	100	1	within	within	ADP
ajiri-5738	100	2	the	the	DET
ajiri-5738	100	3	banking	banking	NOUN
ajiri-5738	100	4	industry	industry	NOUN
ajiri-5738	100	5	,	,	PUNCT
ajiri-5738	100	6	it	it	PRON
ajiri-5738	100	7	means	mean	VERB
ajiri-5738	100	8	that	that	SCONJ
ajiri-5738	100	9	the	the	DET
ajiri-5738	100	10	underlying	underlie	VERB
ajiri-5738	100	11	institutions	institution	NOUN
ajiri-5738	100	12	keep	keep	VERB
ajiri-5738	100	13	cash	cash	NOUN
ajiri-5738	100	14	or	or	CCONJ
ajiri-5738	100	15	near	near	ADJ
ajiri-5738	100	16	-	-	PUNCT
ajiri-5738	100	17	cash	cash	NOUN
ajiri-5738	100	18	positions	position	NOUN
ajiri-5738	100	19	to	to	PART
ajiri-5738	100	20	insure	insure	VERB
ajiri-5738	100	21	against	against	ADP
ajiri-5738	100	22	unpredictable	unpredictable	ADJ
ajiri-5738	100	23	liabilities	liability	NOUN
ajiri-5738	100	24	or	or	CCONJ
ajiri-5738	100	25	revenue	revenue	NOUN
ajiri-5738	100	26	deficit	deficit	NOUN
ajiri-5738	100	27	.	.	PUNCT
ajiri-5738	101	1	in	in	ADP
ajiri-5738	101	2	addition	addition	NOUN
ajiri-5738	101	3	,	,	PUNCT
ajiri-5738	101	4	(	(	PUNCT
ajiri-5738	101	5	alaeddini	alaeddini	PROPN
ajiri-5738	101	6	et	et	PROPN
ajiri-5738	101	7	al	al	PROPN
ajiri-5738	101	8	.	.	PROPN
ajiri-5738	101	9	,	,	PUNCT
ajiri-5738	101	10	2023	2023	NUM
ajiri-5738	101	11	)	)	PUNCT
ajiri-5738	101	12	use	use	VERB
ajiri-5738	101	13	this	this	DET
ajiri-5738	101	14	theory	theory	NOUN
ajiri-5738	101	15	to	to	PART
ajiri-5738	101	16	explain	explain	VERB
ajiri-5738	101	17	the	the	DET
ajiri-5738	101	18	hoarding	hoarding	NOUN
ajiri-5738	101	19	of	of	ADP
ajiri-5738	101	20	liquidity	liquidity	NOUN
ajiri-5738	101	21	in	in	ADP
ajiri-5738	101	22	times	time	NOUN
ajiri-5738	101	23	of	of	ADP
ajiri-5738	101	24	market	market	NOUN
ajiri-5738	101	25	turmoil	turmoil	NOUN
ajiri-5738	101	26	,	,	PUNCT
ajiri-5738	101	27	which	which	PRON
ajiri-5738	101	28	further	far	ADV
ajiri-5738	101	29	exacerbates	exacerbate	VERB
ajiri-5738	101	30	any	any	DET
ajiri-5738	101	31	shortage	shortage	NOUN
ajiri-5738	101	32	of	of	ADP
ajiri-5738	101	33	funds	fund	NOUN
ajiri-5738	101	34	,	,	PUNCT
ajiri-5738	101	35	and	and	CCONJ
ajiri-5738	101	36	it	it	PRON
ajiri-5738	101	37	freezes	freeze	VERB
ajiri-5738	101	38	any	any	DET
ajiri-5738	101	39	interbank	interbank	NOUN
ajiri-5738	101	40	lending	lending	NOUN
ajiri-5738	101	41	.	.	PUNCT
ajiri-5738	102	1	the	the	DET
ajiri-5738	102	2	theory	theory	NOUN
ajiri-5738	102	3	is	be	AUX
ajiri-5738	102	4	applicable	applicable	ADJ
ajiri-5738	102	5	especially	especially	ADV
ajiri-5738	102	6	in	in	ADP
ajiri-5738	102	7	a	a	DET
ajiri-5738	102	8	crisis	crisis	NOUN
ajiri-5738	102	9	whereby	whereby	SCONJ
ajiri-5738	102	10	confidence	confidence	NOUN
ajiri-5738	102	11	is	be	AUX
ajiri-5738	102	12	lost	lose	VERB
ajiri-5738	102	13	easily	easily	ADV
ajiri-5738	102	14	.	.	PUNCT
ajiri-5738	103	1	institutions	institution	NOUN
ajiri-5738	103	2	can	can	AUX
ajiri-5738	103	3	start	start	VERB
ajiri-5738	103	4	to	to	PART
ajiri-5738	103	5	focus	focus	VERB
ajiri-5738	103	6	more	more	ADV
ajiri-5738	103	7	on	on	ADP
ajiri-5738	103	8	liquidity	liquidity	NOUN
ajiri-5738	103	9	rather	rather	ADV
ajiri-5738	103	10	than	than	ADP
ajiri-5738	103	11	on	on	ADP
ajiri-5738	103	12	profitability	profitability	NOUN
ajiri-5738	103	13	and	and	CCONJ
ajiri-5738	103	14	retain	retain	VERB
ajiri-5738	103	15	more	more	ADJ
ajiri-5738	103	16	idle	idle	ADJ
ajiri-5738	103	17	cash	cash	NOUN
ajiri-5738	103	18	to	to	PART
ajiri-5738	103	19	prevent	prevent	VERB
ajiri-5738	103	20	becoming	become	VERB
ajiri-5738	103	21	bankrupt	bankrupt	ADJ
ajiri-5738	103	22	.	.	PUNCT
ajiri-5738	104	1	nonetheless	nonetheless	ADV
ajiri-5738	104	2	,	,	PUNCT
ajiri-5738	104	3	the	the	DET
ajiri-5738	104	4	analyzed	analyze	VERB
ajiri-5738	104	5	organization	organization	NOUN
ajiri-5738	104	6	in	in	ADP
ajiri-5738	104	7	the	the	DET
ajiri-5738	104	8	present	present	ADJ
ajiri-5738	104	9	case	case	NOUN
ajiri-5738	104	10	did	do	AUX
ajiri-5738	104	11	not	not	PART
ajiri-5738	104	12	employ	employ	VERB
ajiri-5738	104	13	this	this	DET
ajiri-5738	104	14	rationality	rationality	NOUN
ajiri-5738	104	15	in	in	ADP
ajiri-5738	104	16	a	a	DET
ajiri-5738	104	17	proactive	proactive	ADJ
ajiri-5738	104	18	manner	manner	NOUN
ajiri-5738	104	19	,	,	PUNCT
ajiri-5738	104	20	it	it	PRON
ajiri-5738	104	21	started	start	VERB
ajiri-5738	104	22	hoarding	hoard	VERB
ajiri-5738	104	23	liquidity	liquidity	NOUN
ajiri-5738	104	24	only	only	ADV
ajiri-5738	104	25	after	after	SCONJ
ajiri-5738	104	26	the	the	DET
ajiri-5738	104	27	shortage	shortage	NOUN
ajiri-5738	104	28	of	of	ADP
ajiri-5738	104	29	funds	fund	NOUN
ajiri-5738	104	30	had	have	AUX
ajiri-5738	104	31	already	already	ADV
ajiri-5738	104	32	occurred	occur	VERB
ajiri-5738	104	33	,	,	PUNCT
ajiri-5738	104	34	and	and	CCONJ
ajiri-5738	104	35	when	when	SCONJ
ajiri-5738	104	36	it	it	PRON
ajiri-5738	104	37	was	be	AUX
ajiri-5738	104	38	moreover	moreover	ADV
ajiri-5738	104	39	late	late	ADJ
ajiri-5738	104	40	to	to	PART
ajiri-5738	104	41	prevent	prevent	VERB
ajiri-5738	104	42	significant	significant	ADJ
ajiri-5738	104	43	disruption	disruption	NOUN
ajiri-5738	104	44	of	of	ADP
ajiri-5738	104	45	operations	operation	NOUN
ajiri-5738	104	46	.	.	PUNCT
ajiri-5738	105	1	anticipated	anticipate	VERB
ajiri-5738	105	2	income	income	NOUN
ajiri-5738	105	3	theory	theory	NOUN
ajiri-5738	105	4	the	the	DET
ajiri-5738	105	5	anticipated	anticipate	VERB
ajiri-5738	105	6	income	income	NOUN
ajiri-5738	105	7	theory	theory	NOUN
ajiri-5738	105	8	was	be	AUX
ajiri-5738	105	9	initially	initially	ADV
ajiri-5738	105	10	discussed	discuss	VERB
ajiri-5738	105	11	in	in	ADP
ajiri-5738	105	12	terms	term	NOUN
ajiri-5738	105	13	of	of	ADP
ajiri-5738	105	14	commercial	commercial	ADJ
ajiri-5738	105	15	banking	banking	NOUN
ajiri-5738	105	16	,	,	PUNCT
ajiri-5738	105	17	in	in	ADP
ajiri-5738	105	18	which	which	PRON
ajiri-5738	105	19	the	the	DET
ajiri-5738	105	20	theory	theory	NOUN
ajiri-5738	105	21	focuses	focus	VERB
ajiri-5738	105	22	on	on	ADP
ajiri-5738	105	23	the	the	DET
ajiri-5738	105	24	ability	ability	NOUN
ajiri-5738	105	25	to	to	PART
ajiri-5738	105	26	manage	manage	VERB
ajiri-5738	105	27	the	the	DET
ajiri-5738	105	28	liquidity	liquidity	NOUN
ajiri-5738	105	29	by	by	ADP
ajiri-5738	105	30	setting	set	VERB
ajiri-5738	105	31	up	up	ADP
ajiri-5738	105	32	obligations	obligation	NOUN
ajiri-5738	105	33	in	in	ADP
ajiri-5738	105	34	relation	relation	NOUN
ajiri-5738	105	35	to	to	PART
ajiri-5738	105	36	expected	expected	VERB
ajiri-5738	105	37	streams	stream	NOUN
ajiri-5738	105	38	of	of	ADP
ajiri-5738	105	39	income	income	NOUN
ajiri-5738	105	40	(	(	PUNCT
ajiri-5738	105	41	tolulope	tolulope	NOUN
ajiri-5738	105	42	,	,	PUNCT
ajiri-5738	105	43	2021	2021	NUM
ajiri-5738	105	44	)	)	PUNCT
ajiri-5738	105	45	.	.	PUNCT
ajiri-5738	106	1	this	this	DET
ajiri-5738	106	2	theory	theory	NOUN
ajiri-5738	106	3	was	be	AUX
ajiri-5738	106	4	confirmed	confirm	VERB
ajiri-5738	106	5	by	by	ADP
ajiri-5738	106	6	the	the	DET
ajiri-5738	106	7	empirical	empirical	ADJ
ajiri-5738	106	8	work	work	NOUN
ajiri-5738	106	9	of	of	ADP
ajiri-5738	106	10	(	(	PUNCT
ajiri-5738	106	11	alhassan	alhassan	PROPN
ajiri-5738	106	12	&	&	CCONJ
ajiri-5738	106	13	islam	islam	PROPN
ajiri-5738	106	14	,	,	PUNCT
ajiri-5738	106	15	2021	2021	NUM
ajiri-5738	106	16	)	)	PUNCT
ajiri-5738	106	17	in	in	ADP
ajiri-5738	106	18	nigerian	nigerian	ADJ
ajiri-5738	106	19	banks	bank	NOUN
ajiri-5738	106	20	demonstrating	demonstrate	VERB
ajiri-5738	106	21	that	that	SCONJ
ajiri-5738	106	22	the	the	DET
ajiri-5738	106	23	liquidity	liquidity	NOUN
ajiri-5738	106	24	shocks	shock	NOUN
ajiri-5738	106	25	were	be	AUX
ajiri-5738	106	26	not	not	PART
ajiri-5738	106	27	so	so	ADV
ajiri-5738	106	28	frequent	frequent	ADJ
ajiri-5738	106	29	in	in	ADP
ajiri-5738	106	30	organizations	organization	NOUN
ajiri-5738	106	31	with	with	ADP
ajiri-5738	106	32	the	the	DET
ajiri-5738	106	33	organized	organize	VERB
ajiri-5738	106	34	income	income	NOUN
ajiri-5738	106	35	-	-	PUNCT
ajiri-5738	106	36	adjusted	adjust	VERB
ajiri-5738	106	37	rates	rate	NOUN
ajiri-5738	106	38	of	of	ADP
ajiri-5738	106	39	loan	loan	NOUN
ajiri-5738	106	40	advances	advance	NOUN
ajiri-5738	106	41	and	and	CCONJ
ajiri-5738	106	42	repayment	repayment	NOUN
ajiri-5738	106	43	.	.	PUNCT
ajiri-5738	107	1	in	in	ADP
ajiri-5738	107	2	this	this	DET
ajiri-5738	107	3	study	study	NOUN
ajiri-5738	107	4	,	,	PUNCT
ajiri-5738	107	5	the	the	DET
ajiri-5738	107	6	failure	failure	NOUN
ajiri-5738	107	7	of	of	ADP
ajiri-5738	107	8	the	the	DET
ajiri-5738	107	9	institution	institution	NOUN
ajiri-5738	107	10	to	to	PART
ajiri-5738	107	11	align	align	VERB
ajiri-5738	107	12	with	with	ADP
ajiri-5738	107	13	repayment	repayment	NOUN
ajiri-5738	107	14	schedules	schedule	NOUN
ajiri-5738	107	15	with	with	ADP
ajiri-5738	107	16	the	the	DET
ajiri-5738	107	17	actual	actual	ADJ
ajiri-5738	107	18	inflows	inflow	NOUN
ajiri-5738	107	19	of	of	ADP
ajiri-5738	107	20	cash	cash	NOUN
ajiri-5738	107	21	has	have	AUX
ajiri-5738	107	22	contributed	contribute	VERB
ajiri-5738	107	23	directly	directly	ADV
ajiri-5738	107	24	to	to	ADP
ajiri-5738	107	25	the	the	DET
ajiri-5738	107	26	shortage	shortage	NOUN
ajiri-5738	107	27	of	of	ADP
ajiri-5738	107	28	the	the	DET
ajiri-5738	107	29	funding	funding	NOUN
ajiri-5738	107	30	.	.	PUNCT
ajiri-5738	108	1	the	the	DET
ajiri-5738	108	2	two	two	NUM
ajiri-5738	108	3	theories	theory	NOUN
ajiri-5738	108	4	support	support	VERB
ajiri-5738	108	5	the	the	DET
ajiri-5738	108	6	fact	fact	NOUN
ajiri-5738	108	7	that	that	SCONJ
ajiri-5738	108	8	liquidity	liquidity	NOUN
ajiri-5738	108	9	must	must	AUX
ajiri-5738	108	10	be	be	AUX
ajiri-5738	108	11	managed	manage	VERB
ajiri-5738	108	12	activelyby	activelyby	ADV
ajiri-5738	108	13	maintaining	maintain	VERB
ajiri-5738	108	14	buffers	buffer	NOUN
ajiri-5738	108	15	or	or	CCONJ
ajiri-5738	108	16	by	by	ADP
ajiri-5738	108	17	refined	refined	ADJ
ajiri-5738	108	18	income	income	NOUN
ajiri-5738	108	19	forecasts	forecast	NOUN
ajiri-5738	108	20	.	.	PUNCT
ajiri-5738	109	1	their	their	PRON
ajiri-5738	109	2	combination	combination	NOUN
ajiri-5738	109	3	shows	show	VERB
ajiri-5738	109	4	a	a	DET
ajiri-5738	109	5	sound	sound	NOUN
ajiri-5738	109	6	formula	formula	NOUN
ajiri-5738	109	7	not	not	PART
ajiri-5738	109	8	only	only	ADV
ajiri-5738	109	9	to	to	ADP
ajiri-5738	109	10	decipher	decipher	ADV
ajiri-5738	109	11	what	what	PRON
ajiri-5738	109	12	went	go	VERB
ajiri-5738	109	13	wrong	wrong	ADJ
ajiri-5738	109	14	in	in	ADP
ajiri-5738	109	15	the	the	DET
ajiri-5738	109	16	examined	examine	VERB
ajiri-5738	109	17	institution	institution	NOUN
ajiri-5738	109	18	but	but	CCONJ
ajiri-5738	109	19	also	also	ADV
ajiri-5738	109	20	how	how	SCONJ
ajiri-5738	109	21	a	a	DET
ajiri-5738	109	22	structural	structural	ADJ
ajiri-5738	109	23	planning	planning	NOUN
ajiri-5738	109	24	background	background	NOUN
ajiri-5738	109	25	can	can	AUX
ajiri-5738	109	26	prevent	prevent	VERB
ajiri-5738	109	27	a	a	DET
ajiri-5738	109	28	similar	similar	ADJ
ajiri-5738	109	29	crisis	crisis	NOUN
ajiri-5738	109	30	.	.	PUNCT
ajiri-5738	110	1	gaps	gap	NOUN
ajiri-5738	110	2	in	in	ADP
ajiri-5738	110	3	literature	literature	NOUN
ajiri-5738	110	4	current	current	ADJ
ajiri-5738	110	5	research	research	NOUN
ajiri-5738	110	6	and	and	CCONJ
ajiri-5738	110	7	policy	policy	NOUN
ajiri-5738	110	8	literature	literature	NOUN
ajiri-5738	110	9	still	still	ADV
ajiri-5738	110	10	highlights	highlight	VERB
ajiri-5738	110	11	a	a	DET
ajiri-5738	110	12	long	long	ADV
ajiri-5738	110	13	-	-	PUNCT
ajiri-5738	110	14	standing	stand	VERB
ajiri-5738	110	15	shortcoming	shortcoming	NOUN
ajiri-5738	110	16	:	:	PUNCT
ajiri-5738	110	17	testing	testing	NOUN
ajiri-5738	110	18	has	have	AUX
ajiri-5738	110	19	focused	focus	VERB
ajiri-5738	110	20	on	on	ADP
ajiri-5738	110	21	liquidity	liquidity	NOUN
ajiri-5738	110	22	crisis	crisis	NOUN
ajiri-5738	110	23	at	at	ADP
ajiri-5738	110	24	large	large	ADJ
ajiri-5738	110	25	banking	banking	NOUN
ajiri-5738	110	26	institutions	institution	NOUN
ajiri-5738	110	27	in	in	ADP
ajiri-5738	110	28	advanced	advanced	ADJ
ajiri-5738	110	29	economies	economy	NOUN
ajiri-5738	110	30	,	,	PUNCT
ajiri-5738	110	31	with	with	ADP
ajiri-5738	110	32	little	little	ADJ
ajiri-5738	110	33	testing	testing	NOUN
ajiri-5738	110	34	applied	apply	VERB
ajiri-5738	110	35	to	to	ADP
ajiri-5738	110	36	liquidity	liquidity	NOUN
ajiri-5738	110	37	distress	distress	NOUN
ajiri-5738	110	38	in	in	ADP
ajiri-5738	110	39	nbfis	nbfis	NOUN
ajiri-5738	110	40	particularly	particularly	ADV
ajiri-5738	110	41	during	during	ADP
ajiri-5738	110	42	internal	internal	ADJ
ajiri-5738	110	43	failures	failure	NOUN
ajiri-5738	110	44	or	or	CCONJ
ajiri-5738	110	45	lapses	lapse	NOUN
ajiri-5738	110	46	in	in	ADP
ajiri-5738	110	47	governance	governance	NOUN
ajiri-5738	110	48	.	.	PUNCT
ajiri-5738	111	1	the	the	DET
ajiri-5738	111	2	evidence	evidence	NOUN
ajiri-5738	111	3	is	be	AUX
ajiri-5738	111	4	escalating	escalate	VERB
ajiri-5738	111	5	in	in	ADP
ajiri-5738	111	6	countries	country	NOUN
ajiri-5738	111	7	such	such	ADJ
ajiri-5738	111	8	as	as	ADP
ajiri-5738	111	9	switzerland	switzerland	PROPN
ajiri-5738	111	10	and	and	CCONJ
ajiri-5738	111	11	denmark	denmark	NOUN
ajiri-5738	111	12	pointing	pointing	NOUN
ajiri-5738	111	13	to	to	ADP
ajiri-5738	111	14	sector	sector	NOUN
ajiri-5738	111	15	vulnerability	vulnerability	NOUN
ajiri-5738	111	16	.	.	PUNCT
ajiri-5738	112	1	as	as	ADP
ajiri-5738	112	2	an	an	DET
ajiri-5738	112	3	example	example	NOUN
ajiri-5738	112	4	,	,	PUNCT
ajiri-5738	112	5	it	it	PRON
ajiri-5738	112	6	is	be	AUX
ajiri-5738	112	7	stipulated	stipulate	VERB
ajiri-5738	112	8	in	in	ADP
ajiri-5738	112	9	a	a	DET
ajiri-5738	112	10	study	study	NOUN
ajiri-5738	112	11	conducted	conduct	VERB
ajiri-5738	112	12	by	by	ADP
ajiri-5738	112	13	imf	imf	PROPN
ajiri-5738	112	14	about	about	ADP
ajiri-5738	112	15	the	the	DET
ajiri-5738	112	16	big	big	ADJ
ajiri-5738	112	17	picture	picture	NOUN
ajiri-5738	112	18	of	of	ADP
ajiri-5738	112	19	swiss	swiss	ADJ
ajiri-5738	112	20	nbfis	nbfis	PROPN
ajiri-5738	112	21	being	be	AUX
ajiri-5738	112	22	broadly	broadly	ADV
ajiri-5738	112	23	sound	sound	ADJ
ajiri-5738	112	24	,	,	PUNCT
ajiri-5738	112	25	but	but	CCONJ
ajiri-5738	112	26	exposure	exposure	NOUN
ajiri-5738	112	27	to	to	ADP
ajiri-5738	112	28	cross	cross	ADJ
ajiri-5738	112	29	-	-	ADJ
ajiri-5738	112	30	exposed	expose	VERB
ajiri-5738	112	31	managed	manage	VERB
ajiri-5738	112	32	products	product	NOUN
ajiri-5738	112	33	should	should	AUX
ajiri-5738	112	34	be	be	AUX
ajiri-5738	112	35	carefully	carefully	ADV
ajiri-5738	112	36	monitored	monitor	VERB
ajiri-5738	112	37	(	(	PUNCT
ajiri-5738	112	38	meier	meier	PROPN
ajiri-5738	112	39	et	et	PROPN
ajiri-5738	112	40	al	al	PROPN
ajiri-5738	112	41	.	.	PROPN
ajiri-5738	112	42	,	,	PUNCT
ajiri-5738	112	43	2023	2023	NUM
ajiri-5738	112	44	)	)	PUNCT
ajiri-5738	112	45	.	.	PUNCT
ajiri-5738	113	1	equally	equally	ADV
ajiri-5738	113	2	,	,	PUNCT
ajiri-5738	113	3	the	the	DET
ajiri-5738	113	4	nbfi	nbfi	NOUN
ajiri-5738	113	5	sector	sector	NOUN
ajiri-5738	113	6	in	in	ADP
ajiri-5738	113	7	denmark	denmark	PROPN
ajiri-5738	113	8	,	,	PUNCT
ajiri-5738	113	9	which	which	PRON
ajiri-5738	113	10	has	have	AUX
ajiri-5738	113	11	recently	recently	ADV
ajiri-5738	113	12	expanded	expand	VERB
ajiri-5738	113	13	strongly	strongly	ADV
ajiri-5738	113	14	following	follow	VERB
ajiri-5738	113	15	the	the	DET
ajiri-5738	113	16	global	global	ADJ
ajiri-5738	113	17	financial	financial	ADJ
ajiri-5738	113	18	crisis	crisis	NOUN
ajiri-5738	113	19	,	,	PUNCT
ajiri-5738	113	20	has	have	AUX
ajiri-5738	113	21	added	add	VERB
ajiri-5738	113	22	to	to	ADP
ajiri-5738	113	23	systemic	systemic	ADJ
ajiri-5738	113	24	prominence	prominence	NOUN
ajiri-5738	113	25	leading	lead	VERB
ajiri-5738	113	26	to	to	ADP
ajiri-5738	113	27	suggestions	suggestion	NOUN
ajiri-5738	113	28	of	of	ADP
ajiri-5738	113	29	stress	stress	NOUN
ajiri-5738	113	30	tests	test	NOUN
ajiri-5738	113	31	across	across	ADP
ajiri-5738	113	32	financial	financial	ADJ
ajiri-5738	113	33	establishments	establishment	NOUN
ajiri-5738	113	34	blurring	blur	VERB
ajiri-5738	113	35	the	the	DET
ajiri-5738	113	36	lines	line	NOUN
ajiri-5738	113	37	between	between	ADP
ajiri-5738	113	38	banks	bank	NOUN
ajiri-5738	113	39	and	and	CCONJ
ajiri-5738	113	40	nbfis	nbfis	PROPN
ajiri-5738	113	41	(	(	PUNCT
ajiri-5738	113	42	hacibedel	hacibedel	PROPN
ajiri-5738	113	43	&	&	CCONJ
ajiri-5738	113	44	jarmuzek	jarmuzek	PROPN
ajiri-5738	113	45	,	,	PUNCT
ajiri-5738	113	46	2024	2024	NUM
ajiri-5738	113	47	)	)	PUNCT
ajiri-5738	113	48	.	.	PUNCT
ajiri-5738	114	1	in	in	ADP
ajiri-5738	114	2	a	a	DET
ajiri-5738	114	3	broader	broad	ADJ
ajiri-5738	114	4	sense	sense	NOUN
ajiri-5738	114	5	,	,	PUNCT
ajiri-5738	114	6	the	the	DET
ajiri-5738	114	7	systemic	systemic	ADJ
ajiri-5738	114	8	presence	presence	NOUN
ajiri-5738	114	9	of	of	ADP
ajiri-5738	114	10	the	the	DET
ajiri-5738	114	11	sector	sector	NOUN
ajiri-5738	114	12	drives	drive	VERB
ajiri-5738	114	13	the	the	DET
ajiri-5738	114	14	regulatory	regulatory	ADJ
ajiri-5738	114	15	impetus	impetus	NOUN
ajiri-5738	114	16	with	with	SCONJ
ajiri-5738	114	17	the	the	DET
ajiri-5738	114	18	recent	recent	ADJ
ajiri-5738	114	19	efforts	effort	NOUN
ajiri-5738	114	20	of	of	ADP
ajiri-5738	114	21	the	the	DET
ajiri-5738	114	22	eu	eu	PROPN
ajiri-5738	114	23	where	where	SCONJ
ajiri-5738	114	24	comprehensive	comprehensive	ADJ
ajiri-5738	114	25	stress	stress	NOUN
ajiri-5738	114	26	tests	test	NOUN
ajiri-5738	114	27	of	of	ADP
ajiri-5738	114	28	non	non	ADJ
ajiri-5738	114	29	-	-	ADJ
ajiri-5738	114	30	bank	bank	ADJ
ajiri-5738	114	31	institutions	institution	NOUN
ajiri-5738	114	32	are	be	AUX
ajiri-5738	114	33	envisaged	envisage	VERB
ajiri-5738	114	34	and	and	CCONJ
ajiri-5738	114	35	reforms	reform	NOUN
ajiri-5738	114	36	that	that	PRON
ajiri-5738	114	37	aim	aim	VERB
ajiri-5738	114	38	to	to	PART
ajiri-5738	114	39	provide	provide	VERB
ajiri-5738	114	40	an	an	DET
ajiri-5738	114	41	immediate	immediate	ADJ
ajiri-5738	114	42	liquidity	liquidity	NOUN
ajiri-5738	114	43	facility	facility	NOUN
ajiri-5738	114	44	to	to	ADP
ajiri-5738	114	45	the	the	DET
ajiri-5738	114	46	nbfcs	nbfcs	ADJ
ajiri-5738	114	47	and	and	CCONJ
ajiri-5738	114	48	mutual	mutual	ADJ
ajiri-5738	114	49	funds	fund	NOUN
ajiri-5738	114	50	in	in	ADP
ajiri-5738	114	51	times	time	NOUN
ajiri-5738	114	52	of	of	ADP
ajiri-5738	114	53	crisis	crisis	NOUN
ajiri-5738	114	54	are	be	AUX
ajiri-5738	114	55	being	be	AUX
ajiri-5738	114	56	contemplated	contemplate	VERB
ajiri-5738	114	57	by	by	ADP
ajiri-5738	114	58	the	the	DET
ajiri-5738	114	59	central	central	ADJ
ajiri-5738	114	60	banks	bank	NOUN
ajiri-5738	114	61	,	,	PUNCT
ajiri-5738	114	62	such	such	ADJ
ajiri-5738	114	63	as	as	ADP
ajiri-5738	114	64	rbi	rbi	NOUN
ajiri-5738	114	65	.	.	PUNCT
ajiri-5738	115	1	in	in	ADP
ajiri-5738	115	2	this	this	DET
ajiri-5738	115	3	context	context	NOUN
ajiri-5738	115	4	,	,	PUNCT
ajiri-5738	115	5	this	this	DET
ajiri-5738	115	6	paper	paper	NOUN
ajiri-5738	115	7	addresses	address	VERB
ajiri-5738	115	8	an	an	DET
ajiri-5738	115	9	important	important	ADJ
ajiri-5738	115	10	empirical	empirical	ADJ
ajiri-5738	115	11	gap	gap	NOUN
ajiri-5738	115	12	,	,	PUNCT
ajiri-5738	115	13	with	with	ADP
ajiri-5738	115	14	a	a	DET
ajiri-5738	115	15	unique	unique	ADJ
ajiri-5738	115	16	institutional	institutional	ADJ
ajiri-5738	115	17	level	level	NOUN
ajiri-5738	115	18	analysis	analysis	NOUN
ajiri-5738	115	19	of	of	ADP
ajiri-5738	115	20	the	the	DET
ajiri-5738	115	21	liquidity	liquidity	NOUN
ajiri-5738	115	22	risk	risk	NOUN
ajiri-5738	115	23	and	and	CCONJ
ajiri-5738	115	24	business	business	NOUN
ajiri-5738	115	25	interruption	interruption	NOUN
ajiri-5738	115	26	based	base	VERB
ajiri-5738	115	27	on	on	ADP
ajiri-5738	115	28	internal	internal	ADJ
ajiri-5738	115	29	data	datum	NOUN
ajiri-5738	115	30	and	and	CCONJ
ajiri-5738	115	31	contributes	contribute	VERB
ajiri-5738	115	32	to	to	ADP
ajiri-5738	115	33	the	the	DET
ajiri-5738	115	34	global	global	ADJ
ajiri-5738	115	35	knowledge	knowledge	NOUN
ajiri-5738	115	36	regarding	regard	VERB
ajiri-5738	115	37	the	the	DET
ajiri-5738	115	38	effect	effect	NOUN
ajiri-5738	115	39	of	of	ADP
ajiri-5738	115	40	governance	governance	NOUN
ajiri-5738	115	41	pitfalls	pitfall	NOUN
ajiri-5738	115	42	,	,	PUNCT
ajiri-5738	115	43	prediction	prediction	NOUN
ajiri-5738	115	44	errors	error	NOUN
ajiri-5738	115	45	,	,	PUNCT
ajiri-5738	115	46	and	and	CCONJ
ajiri-5738	115	47	late	late	ADJ
ajiri-5738	115	48	countermeasures	countermeasure	NOUN
ajiri-5738	115	49	introducing	introduce	VERB
ajiri-5738	115	50	major	major	ADJ
ajiri-5738	115	51	disturbance	disturbance	NOUN
ajiri-5738	115	52	.	.	PUNCT
ajiri-5738	116	1	materials	material	NOUN
ajiri-5738	116	2	and	and	CCONJ
ajiri-5738	116	3	methods	method	NOUN
ajiri-5738	116	4	the	the	DET
ajiri-5738	116	5	research	research	NOUN
ajiri-5738	116	6	used	use	VERB
ajiri-5738	116	7	quantitative	quantitative	ADJ
ajiri-5738	116	8	methodology	methodology	NOUN
ajiri-5738	116	9	where	where	SCONJ
ajiri-5738	116	10	secondary	secondary	ADJ
ajiri-5738	116	11	research	research	NOUN
ajiri-5738	116	12	data	datum	NOUN
ajiri-5738	116	13	were	be	AUX
ajiri-5738	116	14	obtained	obtain	VERB
ajiri-5738	116	15	through	through	ADP
ajiri-5738	116	16	credible	credible	ADJ
ajiri-5738	116	17	international	international	ADJ
ajiri-5738	116	18	and	and	CCONJ
ajiri-5738	116	19	national	national	ADJ
ajiri-5738	116	20	financial	financial	ADJ
ajiri-5738	116	21	databases	database	NOUN
ajiri-5738	116	22	.	.	PUNCT
ajiri-5738	117	1	the	the	DET
ajiri-5738	117	2	reason	reason	NOUN
ajiri-5738	117	3	of	of	ADP
ajiri-5738	117	4	selecting	select	VERB
ajiri-5738	117	5	the	the	DET
ajiri-5738	117	6	quantitative	quantitative	ADJ
ajiri-5738	117	7	approach	approach	NOUN
ajiri-5738	117	8	is	be	AUX
ajiri-5738	117	9	mainly	mainly	ADV
ajiri-5738	117	10	because	because	SCONJ
ajiri-5738	117	11	of	of	ADP
ajiri-5738	117	12	its	its	PRON
ajiri-5738	117	13	applicability	applicability	NOUN
ajiri-5738	117	14	in	in	ADP
ajiri-5738	117	15	the	the	DET
ajiri-5738	117	16	evaluation	evaluation	NOUN
ajiri-5738	117	17	of	of	ADP
ajiri-5738	117	18	quantifiable	quantifiable	ADJ
ajiri-5738	117	19	indicators	indicator	NOUN
ajiri-5738	117	20	of	of	ADP
ajiri-5738	117	21	liquidity	liquidity	NOUN
ajiri-5738	117	22	in	in	ADP
ajiri-5738	117	23	funding	funding	NOUN
ajiri-5738	117	24	risk	risk	NOUN
ajiri-5738	117	25	and	and	CCONJ
ajiri-5738	117	26	association	association	NOUN
ajiri-5738	117	27	of	of	ADP
ajiri-5738	117	28	the	the	DET
ajiri-5738	117	29	same	same	ADJ
ajiri-5738	117	30	with	with	ADP
ajiri-5738	117	31	business	business	NOUN
ajiri-5738	117	32	discontinuity	discontinuity	NOUN
ajiri-5738	117	33	in	in	ADP
ajiri-5738	117	34	different	different	ADJ
ajiri-5738	117	35	financial	financial	ADJ
ajiri-5738	117	36	establishments	establishment	NOUN
ajiri-5738	117	37	.	.	PUNCT
ajiri-5738	118	1	the	the	DET
ajiri-5738	118	2	method	method	NOUN
ajiri-5738	118	3	qualifies	qualify	VERB
ajiri-5738	118	4	to	to	PART
ajiri-5738	118	5	carry	carry	VERB
ajiri-5738	118	6	out	out	ADP
ajiri-5738	118	7	statistical	statistical	ADJ
ajiri-5738	118	8	analysis	analysis	NOUN
ajiri-5738	118	9	and	and	CCONJ
ajiri-5738	118	10	to	to	PART
ajiri-5738	118	11	identify	identify	VERB
ajiri-5738	118	12	trends	trend	NOUN
ajiri-5738	118	13	over	over	ADP
ajiri-5738	118	14	time	time	NOUN
ajiri-5738	118	15	which	which	PRON
ajiri-5738	118	16	makes	make	VERB
ajiri-5738	118	17	it	it	PRON
ajiri-5738	118	18	an	an	DET
ajiri-5738	118	19	objective	objective	NOUN
ajiri-5738	118	20	,	,	PUNCT
ajiri-5738	118	21	generalizable	generalizable	ADJ
ajiri-5738	118	22	and	and	CCONJ
ajiri-5738	118	23	replicable	replicable	ADJ
ajiri-5738	118	24	mode	mode	NOUN
ajiri-5738	118	25	of	of	ADP
ajiri-5738	118	26	finding	finding	NOUN
ajiri-5738	118	27	.	.	PUNCT
ajiri-5738	119	1	in	in	ADP
ajiri-5738	119	2	the	the	DET
ajiri-5738	119	3	sphere	sphere	NOUN
ajiri-5738	119	4	of	of	ADP
ajiri-5738	119	5	financial	financial	ADJ
ajiri-5738	119	6	risk	risk	NOUN
ajiri-5738	119	7	analysis	analysis	NOUN
ajiri-5738	119	8	,	,	PUNCT
ajiri-5738	119	9	quantitative	quantitative	ADJ
ajiri-5738	119	10	processes	process	NOUN
ajiri-5738	119	11	are	be	AUX
ajiri-5738	119	12	especially	especially	ADV
ajiri-5738	119	13	topical	topical	ADJ
ajiri-5738	119	14	because	because	SCONJ
ajiri-5738	119	15	of	of	ADP
ajiri-5738	119	16	the	the	DET
ajiri-5738	119	17	existence	existence	NOUN
ajiri-5738	119	18	of	of	ADP
ajiri-5738	119	19	numerical	numerical	ADJ
ajiri-5738	119	20	data	datum	NOUN
ajiri-5738	119	21	on	on	ADP
ajiri-5738	119	22	the	the	DET
ajiri-5738	119	23	balance	balance	NOUN
ajiri-5738	119	24	of	of	ADP
ajiri-5738	119	25	liquidity	liquidity	NOUN
ajiri-5738	119	26	arguments	argument	NOUN
ajiri-5738	119	27	on	on	ADP
ajiri-5738	119	28	funding	funding	NOUN
ajiri-5738	119	29	mechanisms	mechanism	NOUN
ajiri-5738	119	30	and	and	CCONJ
ajiri-5738	119	31	assets	asset	NOUN
ajiri-5738	119	32	that	that	PRON
ajiri-5738	119	33	can	can	AUX
ajiri-5738	119	34	provide	provide	VERB
ajiri-5738	119	35	direct	direct	ADJ
ajiri-5738	119	36	information	information	NOUN
ajiri-5738	119	37	about	about	ADP
ajiri-5738	119	38	the	the	DET
ajiri-5738	119	39	vitality	vitality	NOUN
ajiri-5738	119	40	of	of	ADP
ajiri-5738	119	41	the	the	DET
ajiri-5738	119	42	functioning	functioning	NOUN
ajiri-5738	119	43	of	of	ADP
ajiri-5738	119	44	financial	financial	ADJ
ajiri-5738	119	45	institutions	institution	NOUN
ajiri-5738	119	46	.	.	PUNCT
ajiri-5738	120	1	additionally	additionally	ADV
ajiri-5738	120	2	,	,	PUNCT
ajiri-5738	120	3	quantitative	quantitative	ADJ
ajiri-5738	120	4	analysis	analysis	NOUN
ajiri-5738	120	5	can	can	AUX
ajiri-5738	120	6	be	be	AUX
ajiri-5738	120	7	used	use	VERB
ajiri-5738	120	8	to	to	PART
ajiri-5738	120	9	build	build	VERB
ajiri-5738	120	10	models	model	NOUN
ajiri-5738	120	11	that	that	PRON
ajiri-5738	120	12	detect	detect	VERB
ajiri-5738	120	13	relationship	relationship	NOUN
ajiri-5738	120	14	and	and	CCONJ
ajiri-5738	120	15	predictive	predictive	ADJ
ajiri-5738	120	16	correlation	correlation	NOUN
ajiri-5738	120	17	,	,	PUNCT
ajiri-5738	120	18	which	which	PRON
ajiri-5738	120	19	are	be	AUX
ajiri-5738	120	20	critical	critical	ADJ
ajiri-5738	120	21	in	in	ADP
ajiri-5738	120	22	formulating	formulate	VERB
ajiri-5738	120	23	a	a	DET
ajiri-5738	120	24	corrective	corrective	ADJ
ajiri-5738	120	25	relation	relation	NOUN
ajiri-5738	120	26	to	to	ADP
ajiri-5738	120	27	the	the	DET
ajiri-5738	120	28	vulnerability	vulnerability	NOUN
ajiri-5738	120	29	of	of	ADP
ajiri-5738	120	30	a	a	DET
ajiri-5738	120	31	system	system	NOUN
ajiri-5738	120	32	,	,	PUNCT
ajiri-5738	120	33	and	and	CCONJ
ajiri-5738	120	34	advising	advise	VERB
ajiri-5738	120	35	policies	policy	NOUN
ajiri-5738	120	36	.	.	PUNCT
ajiri-5738	121	1	research	research	NOUN
ajiri-5738	121	2	design	design	VERB
ajiri-5738	121	3	the	the	DET
ajiri-5738	121	4	research	research	NOUN
ajiri-5738	121	5	design	design	NOUN
ajiri-5738	121	6	was	be	AUX
ajiri-5738	121	7	based	base	VERB
ajiri-5738	121	8	on	on	ADP
ajiri-5738	121	9	the	the	DET
ajiri-5738	121	10	longitudinal	longitudinal	ADJ
ajiri-5738	121	11	observational	observational	ADJ
ajiri-5738	121	12	research	research	NOUN
ajiri-5738	121	13	design	design	NOUN
ajiri-5738	121	14	of	of	ADP
ajiri-5738	121	15	2011	2011	NUM
ajiri-5738	121	16	to	to	ADP
ajiri-5738	121	17	2024	2024	NUM
ajiri-5738	121	18	,	,	PUNCT
ajiri-5738	121	19	which	which	PRON
ajiri-5738	121	20	uses	use	VERB
ajiri-5738	121	21	financial	financial	ADJ
ajiri-5738	121	22	institutions	institution	NOUN
ajiri-5738	121	23	.	.	PUNCT
ajiri-5738	122	1	it	it	PRON
ajiri-5738	122	2	records	record	VERB
ajiri-5738	122	3	the	the	DET
ajiri-5738	122	4	development	development	NOUN
ajiri-5738	122	5	of	of	ADP
ajiri-5738	122	6	indicators	indicator	NOUN
ajiri-5738	122	7	on	on	ADP
ajiri-5738	122	8	liquidity	liquidity	NOUN
ajiri-5738	122	9	before	before	ADV
ajiri-5738	122	10	,	,	PUNCT
ajiri-5738	122	11	during	during	ADP
ajiri-5738	122	12	and	and	CCONJ
ajiri-5738	122	13	after	after	ADP
ajiri-5738	122	14	the	the	DET
ajiri-5738	122	15	financial	financial	ADJ
ajiri-5738	122	16	stress	stress	NOUN
ajiri-5738	122	17	to	to	PART
ajiri-5738	122	18	seek	seek	VERB
ajiri-5738	122	19	the	the	DET
ajiri-5738	122	20	level	level	NOUN
ajiri-5738	122	21	to	to	PART
ajiri-5738	122	22	which	which	PRON
ajiri-5738	122	23	liquidity	liquidity	NOUN
ajiri-5738	122	24	risk	risk	NOUN
ajiri-5738	122	25	discontinuity	discontinuity	NOUN
ajiri-5738	122	26	contributes	contribute	VERB
ajiri-5738	122	27	to	to	ADP
ajiri-5738	122	28	business	business	NOUN
ajiri-5738	122	29	.	.	PUNCT
ajiri-5738	123	1	the	the	DET
ajiri-5738	123	2	preference	preference	NOUN
ajiri-5738	123	3	of	of	ADP
ajiri-5738	123	4	the	the	DET
ajiri-5738	123	5	longitudinal	longitudinal	ADJ
ajiri-5738	123	6	design	design	NOUN
ajiri-5738	123	7	is	be	AUX
ajiri-5738	123	8	suitable	suitable	ADJ
ajiri-5738	123	9	in	in	ADP
ajiri-5738	123	10	capturing	capture	VERB
ajiri-5738	123	11	the	the	DET
ajiri-5738	123	12	trends	trend	NOUN
ajiri-5738	123	13	of	of	ADP
ajiri-5738	123	14	liquidity	liquidity	NOUN
ajiri-5738	123	15	pressures	pressure	NOUN
ajiri-5738	123	16	response	response	NOUN
ajiri-5738	123	17	pattern	pattern	NOUN
ajiri-5738	123	18	within	within	ADP
ajiri-5738	123	19	institutions	institution	NOUN
ajiri-5738	123	20	across	across	ADP
ajiri-5738	123	21	time	time	NOUN
ajiri-5738	123	22	.	.	PUNCT
ajiri-5738	124	1	the	the	DET
ajiri-5738	124	2	timeframe	timeframe	NOUN
ajiri-5738	124	3	chosen	choose	VERB
ajiri-5738	124	4	covers	cover	VERB
ajiri-5738	124	5	the	the	DET
ajiri-5738	124	6	macroeconomic	macroeconomic	ADJ
ajiri-5738	124	7	changes	change	NOUN
ajiri-5738	124	8	(	(	PUNCT
ajiri-5738	124	9	e.g.	e.g.	ADV
ajiri-5738	124	10	,	,	PUNCT
ajiri-5738	124	11	oil	oil	NOUN
ajiri-5738	124	12	price	price	NOUN
ajiri-5738	124	13	volatility	volatility	NOUN
ajiri-5738	124	14	,	,	PUNCT
ajiri-5738	124	15	covid-19	covid-19	PROPN
ajiri-5738	124	16	disruptions	disruption	NOUN
ajiri-5738	124	17	)	)	PUNCT
ajiri-5738	124	18	,	,	PUNCT
ajiri-5738	124	19	regulatory	regulatory	ADJ
ajiri-5738	124	20	changes	change	NOUN
ajiri-5738	124	21	(	(	PUNCT
ajiri-5738	124	22	e.g.	e.g.	ADV
ajiri-5738	124	23	,	,	PUNCT
ajiri-5738	124	24	basel	basel	PROPN
ajiri-5738	124	25	iii	iii	NUM
ajiri-5738	124	26	implementation	implementation	NOUN
ajiri-5738	124	27	)	)	PUNCT
ajiri-5738	124	28	,	,	PUNCT
ajiri-5738	124	29	dynamic	dynamic	ADJ
ajiri-5738	124	30	monetary	monetary	ADJ
ajiri-5738	124	31	policy	policy	NOUN
ajiri-5738	124	32	changes	change	NOUN
ajiri-5738	124	33	,	,	PUNCT
ajiri-5738	124	34	which	which	PRON
ajiri-5738	124	35	may	may	AUX
ajiri-5738	124	36	affect	affect	VERB
ajiri-5738	124	37	the	the	DET
ajiri-5738	124	38	liquidity	liquidity	NOUN
ajiri-5738	124	39	management	management	NOUN
ajiri-5738	124	40	of	of	ADP
ajiri-5738	124	41	financial	financial	ADJ
ajiri-5738	124	42	institutions	institution	NOUN
ajiri-5738	124	43	.	.	PUNCT
ajiri-5738	125	1	the	the	DET
ajiri-5738	125	2	design	design	NOUN
ajiri-5738	125	3	permits	permit	VERB
ajiri-5738	125	4	the	the	DET
ajiri-5738	125	5	study	study	NOUN
ajiri-5738	125	6	of	of	ADP
ajiri-5738	125	7	cause	cause	NOUN
ajiri-5738	125	8	-	-	PUNCT
ajiri-5738	125	9	effect	effect	NOUN
ajiri-5738	125	10	because	because	SCONJ
ajiri-5738	125	11	it	it	PRON
ajiri-5738	125	12	is	be	AUX
ajiri-5738	125	13	possible	possible	ADJ
ajiri-5738	125	14	to	to	PART
ajiri-5738	125	15	analyze	analyze	VERB
ajiri-5738	125	16	historical	historical	ADJ
ajiri-5738	125	17	patterns	pattern	NOUN
ajiri-5738	125	18	of	of	ADP
ajiri-5738	125	19	data	datum	NOUN
ajiri-5738	125	20	and	and	CCONJ
ajiri-5738	125	21	model	model	VERB
ajiri-5738	125	22	the	the	DET
ajiri-5738	125	23	cause	cause	NOUN
ajiri-5738	125	24	-	-	PUNCT
ajiri-5738	125	25	effect	effect	NOUN
ajiri-5738	125	26	using	use	VERB
ajiri-5738	125	27	statistics	statistic	NOUN
ajiri-5738	125	28	.	.	PUNCT
ajiri-5738	126	1	data	datum	NOUN
ajiri-5738	126	2	sources	source	NOUN
ajiri-5738	126	3	and	and	CCONJ
ajiri-5738	126	4	collection	collection	NOUN
ajiri-5738	126	5	three	three	NUM
ajiri-5738	126	6	major	major	ADJ
ajiri-5738	126	7	sources	source	NOUN
ajiri-5738	126	8	of	of	ADP
ajiri-5738	126	9	secondary	secondary	ADJ
ajiri-5738	126	10	data	datum	NOUN
ajiri-5738	126	11	which	which	PRON
ajiri-5738	126	12	are	be	AUX
ajiri-5738	126	13	publicly	publicly	ADV
ajiri-5738	126	14	available	available	ADJ
ajiri-5738	126	15	are	be	AUX
ajiri-5738	126	16	utilized	utilize	VERB
ajiri-5738	126	17	in	in	ADP
ajiri-5738	126	18	the	the	DET
ajiri-5738	126	19	study	study	NOUN
ajiri-5738	126	20	.	.	PUNCT
ajiri-5738	127	1	financial	financial	ADJ
ajiri-5738	127	2	development	development	NOUN
ajiri-5738	127	3	indicators	indicator	NOUN
ajiri-5738	127	4	were	be	AUX
ajiri-5738	127	5	based	base	VERB
ajiri-5738	127	6	on	on	ADP
ajiri-5738	127	7	the	the	DET
ajiri-5738	127	8	world	world	PROPN
ajiri-5738	127	9	bank	bank	PROPN
ajiri-5738	127	10	global	global	PROPN
ajiri-5738	127	11	financial	financial	PROPN
ajiri-5738	127	12	development	development	PROPN
ajiri-5738	127	13	database	database	NOUN
ajiri-5738	127	14	that	that	PRON
ajiri-5738	127	15	offers	offer	VERB
ajiri-5738	127	16	crosscountry	crosscountry	NOUN
ajiri-5738	127	17	standardized	standardize	VERB
ajiri-5738	127	18	financial	financial	ADJ
ajiri-5738	127	19	indicators	indicator	NOUN
ajiri-5738	127	20	,	,	PUNCT
ajiri-5738	127	21	such	such	ADJ
ajiri-5738	127	22	as	as	ADP
ajiri-5738	127	23	liquidity	liquidity	NOUN
ajiri-5738	127	24	and	and	CCONJ
ajiri-5738	127	25	credit	credit	NOUN
ajiri-5738	127	26	allocation	allocation	NOUN
ajiri-5738	127	27	indicators	indicator	NOUN
ajiri-5738	127	28	.	.	PUNCT
ajiri-5738	128	1	this	this	PRON
ajiri-5738	128	2	has	have	AUX
ajiri-5738	128	3	been	be	AUX
ajiri-5738	128	4	used	use	VERB
ajiri-5738	128	5	to	to	PART
ajiri-5738	128	6	acquire	acquire	VERB
ajiri-5738	128	7	institution	institution	NOUN
ajiri-5738	128	8	-	-	PUNCT
ajiri-5738	128	9	specific	specific	ADJ
ajiri-5738	128	10	liquidity	liquidity	NOUN
ajiri-5738	128	11	indicators	indicator	NOUN
ajiri-5738	128	12	and	and	CCONJ
ajiri-5738	128	13	financial	financial	ADJ
ajiri-5738	128	14	stability	stability	NOUN
ajiri-5738	128	15	information	information	NOUN
ajiri-5738	128	16	such	such	ADJ
ajiri-5738	128	17	as	as	ADP
ajiri-5738	128	18	lcr	lcr	NOUN
ajiri-5738	128	19	,	,	PUNCT
ajiri-5738	128	20	layouts	layout	NOUN
ajiri-5738	128	21	of	of	ADP
ajiri-5738	128	22	pa	pa	PROPN
ajiri-5738	128	23	ge	ge	PROPN
ajiri-5738	128	24	54	54	NUM
ajiri-5738	128	25	https://journals.e-palli.com/home/index.php/ajiri	https://journals.e-palli.com/home/index.php/ajiri	PROPN
ajiri-5738	128	26	am	be	AUX
ajiri-5738	128	27	.	.	PUNCT
ajiri-5738	129	1	j.	j.	PROPN
ajiri-5738	129	2	interdiscip	interdiscip	PROPN
ajiri-5738	129	3	.	.	PUNCT
ajiri-5738	130	1	res	re	NOUN
ajiri-5738	130	2	.	.	PUNCT
ajiri-5738	131	1	innov	innov	PROPN
ajiri-5738	131	2	.	.	PUNCT
ajiri-5738	132	1	4(3	4(3	NUM
ajiri-5738	132	2	)	)	PUNCT
ajiri-5738	132	3	50	50	NUM
ajiri-5738	132	4	-	-	SYM
ajiri-5738	132	5	61	61	NUM
ajiri-5738	132	6	,	,	PUNCT
ajiri-5738	132	7	2025	2025	NUM
ajiri-5738	132	8	assets	asset	NOUN
ajiri-5738	132	9	and	and	CCONJ
ajiri-5738	132	10	liabilities	liability	NOUN
ajiri-5738	132	11	and	and	CCONJ
ajiri-5738	132	12	the	the	DET
ajiri-5738	132	13	availability	availability	NOUN
ajiri-5738	132	14	of	of	ADP
ajiri-5738	132	15	short	short	ADJ
ajiri-5738	132	16	-	-	PUNCT
ajiri-5738	132	17	term	term	NOUN
ajiri-5738	132	18	funds	fund	NOUN
ajiri-5738	132	19	.	.	PUNCT
ajiri-5738	133	1	second	second	ADJ
ajiri-5738	133	2	,	,	PUNCT
ajiri-5738	133	3	more	more	ADV
ajiri-5738	133	4	macroprudential	macroprudential	ADJ
ajiri-5738	133	5	indicators	indicator	NOUN
ajiri-5738	133	6	and	and	CCONJ
ajiri-5738	133	7	measures	measure	NOUN
ajiri-5738	133	8	of	of	ADP
ajiri-5738	133	9	financial	financial	ADJ
ajiri-5738	133	10	stability	stability	NOUN
ajiri-5738	133	11	at	at	ADP
ajiri-5738	133	12	country	country	NOUN
ajiri-5738	133	13	terms	term	NOUN
ajiri-5738	133	14	were	be	AUX
ajiri-5738	133	15	obtained	obtain	VERB
ajiri-5738	133	16	using	use	VERB
ajiri-5738	133	17	imf	imf	PROPN
ajiri-5738	133	18	database	database	NOUN
ajiri-5738	133	19	.	.	PUNCT
ajiri-5738	134	1	the	the	DET
ajiri-5738	134	2	collected	collect	VERB
ajiri-5738	134	3	data	datum	NOUN
ajiri-5738	134	4	covered	cover	VERB
ajiri-5738	134	5	with	with	ADP
ajiri-5738	134	6	the	the	DET
ajiri-5738	134	7	range	range	NOUN
ajiri-5738	134	8	of	of	ADP
ajiri-5738	134	9	14	14	NUM
ajiri-5738	134	10	years	year	NOUN
ajiri-5738	134	11	(	(	PUNCT
ajiri-5738	134	12	2011	2011	NUM
ajiri-5738	134	13	2024	2024	NUM
ajiri-5738	134	14	)	)	PUNCT
ajiri-5738	134	15	and	and	CCONJ
ajiri-5738	134	16	represent	represent	VERB
ajiri-5738	134	17	a	a	DET
ajiri-5738	134	18	thorough	thorough	ADJ
ajiri-5738	134	19	picture	picture	NOUN
ajiri-5738	134	20	of	of	ADP
ajiri-5738	134	21	the	the	DET
ajiri-5738	134	22	shifts	shift	NOUN
ajiri-5738	134	23	in	in	ADP
ajiri-5738	134	24	liquidity	liquidity	NOUN
ajiri-5738	134	25	risk	risk	NOUN
ajiri-5738	134	26	and	and	CCONJ
ajiri-5738	134	27	institutional	institutional	ADJ
ajiri-5738	134	28	performance	performance	NOUN
ajiri-5738	134	29	.	.	PUNCT
ajiri-5738	135	1	the	the	DET
ajiri-5738	135	2	institutions	institution	NOUN
ajiri-5738	135	3	whose	whose	DET
ajiri-5738	135	4	data	datum	NOUN
ajiri-5738	135	5	were	be	AUX
ajiri-5738	135	6	available	available	ADJ
ajiri-5738	135	7	continuously	continuously	ADV
ajiri-5738	135	8	throughout	throughout	ADP
ajiri-5738	135	9	at	at	ADV
ajiri-5738	135	10	least	least	ADV
ajiri-5738	135	11	10	10	NUM
ajiri-5738	135	12	years	year	NOUN
ajiri-5738	135	13	were	be	AUX
ajiri-5738	135	14	included	include	VERB
ajiri-5738	135	15	with	with	ADP
ajiri-5738	135	16	the	the	DET
ajiri-5738	135	17	single	single	ADJ
ajiri-5738	135	18	exception	exception	NOUN
ajiri-5738	135	19	of	of	ADP
ajiri-5738	135	20	the	the	DET
ajiri-5738	135	21	universities	university	NOUN
ajiri-5738	135	22	whose	whose	DET
ajiri-5738	135	23	data	datum	NOUN
ajiri-5738	135	24	was	be	AUX
ajiri-5738	135	25	available	available	ADJ
ajiri-5738	135	26	only	only	ADV
ajiri-5738	135	27	quarterly	quarterly	ADJ
ajiri-5738	135	28	or	or	CCONJ
ajiri-5738	135	29	yearly	yearly	ADV
ajiri-5738	135	30	;	;	PUNCT
ajiri-5738	135	31	in	in	ADP
ajiri-5738	135	32	these	these	DET
ajiri-5738	135	33	cases	case	NOUN
ajiri-5738	135	34	,	,	PUNCT
ajiri-5738	135	35	only	only	ADV
ajiri-5738	135	36	the	the	DET
ajiri-5738	135	37	data	datum	NOUN
ajiri-5738	135	38	with	with	ADP
ajiri-5738	135	39	consistent	consistent	ADJ
ajiri-5738	135	40	information	information	NOUN
ajiri-5738	135	41	on	on	ADP
ajiri-5738	135	42	a	a	DET
ajiri-5738	135	43	quarterly	quarterly	ADJ
ajiri-5738	135	44	or	or	CCONJ
ajiri-5738	135	45	annual	annual	ADJ
ajiri-5738	135	46	basis	basis	NOUN
ajiri-5738	135	47	was	be	AUX
ajiri-5738	135	48	considered	consider	VERB
ajiri-5738	135	49	.	.	PUNCT
ajiri-5738	136	1	attention	attention	NOUN
ajiri-5738	136	2	was	be	AUX
ajiri-5738	136	3	directed	direct	VERB
ajiri-5738	136	4	at	at	ADP
ajiri-5738	136	5	nbfis	nbfis	NOUN
ajiri-5738	136	6	,	,	PUNCT
ajiri-5738	136	7	as	as	SCONJ
ajiri-5738	136	8	they	they	PRON
ajiri-5738	136	9	were	be	AUX
ajiri-5738	136	10	relatively	relatively	ADV
ajiri-5738	136	11	vulnerable	vulnerable	ADJ
ajiri-5738	136	12	to	to	ADP
ajiri-5738	136	13	funding	fund	VERB
ajiri-5738	136	14	shocks	shock	NOUN
ajiri-5738	136	15	and	and	CCONJ
ajiri-5738	136	16	attracted	attract	VERB
ajiri-5738	136	17	relatively	relatively	ADV
ajiri-5738	136	18	little	little	ADJ
ajiri-5738	136	19	regulatory	regulatory	ADJ
ajiri-5738	136	20	attention	attention	NOUN
ajiri-5738	136	21	in	in	ADP
ajiri-5738	136	22	comparison	comparison	NOUN
ajiri-5738	136	23	to	to	ADP
ajiri-5738	136	24	commercial	commercial	ADJ
ajiri-5738	136	25	banks	bank	NOUN
ajiri-5738	136	26	.	.	PUNCT
ajiri-5738	137	1	all	all	DET
ajiri-5738	137	2	the	the	DET
ajiri-5738	137	3	financial	financial	ADJ
ajiri-5738	137	4	indicators	indicator	NOUN
ajiri-5738	137	5	were	be	AUX
ajiri-5738	137	6	gathered	gather	VERB
ajiri-5738	137	7	in	in	ADP
ajiri-5738	137	8	time	time	NOUN
ajiri-5738	137	9	-	-	PUNCT
ajiri-5738	137	10	series	series	NOUN
ajiri-5738	137	11	form	form	NOUN
ajiri-5738	137	12	and	and	CCONJ
ajiri-5738	137	13	adjusted	adjust	VERB
ajiri-5738	137	14	as	as	ADP
ajiri-5738	137	15	needed	need	VERB
ajiri-5738	137	16	to	to	ADP
ajiri-5738	137	17	inflation	inflation	NOUN
ajiri-5738	137	18	and	and	CCONJ
ajiri-5738	137	19	currency	currency	NOUN
ajiri-5738	137	20	changes	change	NOUN
ajiri-5738	137	21	.	.	PUNCT
ajiri-5738	138	1	where	where	SCONJ
ajiri-5738	138	2	data	datum	NOUN
ajiri-5738	138	3	gaps	gap	NOUN
ajiri-5738	138	4	were	be	AUX
ajiri-5738	138	5	experienced	experience	VERB
ajiri-5738	138	6	,	,	PUNCT
ajiri-5738	138	7	proxy	proxy	NOUN
ajiri-5738	138	8	measures	measure	NOUN
ajiri-5738	138	9	like	like	ADP
ajiri-5738	138	10	ratio	ratio	NOUN
ajiri-5738	138	11	between	between	ADP
ajiri-5738	138	12	liquid	liquid	ADJ
ajiri-5738	138	13	assets	asset	NOUN
ajiri-5738	138	14	and	and	CCONJ
ajiri-5738	138	15	short	short	ADJ
ajiri-5738	138	16	-	-	PUNCT
ajiri-5738	138	17	term	term	NOUN
ajiri-5738	138	18	liabilities	liability	NOUN
ajiri-5738	138	19	or	or	CCONJ
ajiri-5738	138	20	interest	interest	NOUN
ajiri-5738	138	21	expense	expense	NOUN
ajiri-5738	138	22	to	to	ADP
ajiri-5738	138	23	total	total	ADJ
ajiri-5738	138	24	liabilities	liability	NOUN
ajiri-5738	138	25	,	,	PUNCT
ajiri-5738	138	26	were	be	AUX
ajiri-5738	138	27	employed	employ	VERB
ajiri-5738	138	28	as	as	ADP
ajiri-5738	138	29	in	in	ADP
ajiri-5738	138	30	established	establish	VERB
ajiri-5738	138	31	empirical	empirical	ADJ
ajiri-5738	138	32	convention	convention	NOUN
ajiri-5738	138	33	.	.	PUNCT
ajiri-5738	139	1	variables	variable	NOUN
ajiri-5738	139	2	and	and	CCONJ
ajiri-5738	139	3	operational	operational	ADJ
ajiri-5738	139	4	definitions	definition	NOUN
ajiri-5738	139	5	business	business	NOUN
ajiri-5738	139	6	discontinuity	discontinuity	NOUN
ajiri-5738	139	7	is	be	AUX
ajiri-5738	139	8	the	the	DET
ajiri-5738	139	9	dependent	dependent	ADJ
ajiri-5738	139	10	variable	variable	NOUN
ajiri-5738	139	11	in	in	ADP
ajiri-5738	139	12	the	the	DET
ajiri-5738	139	13	study	study	NOUN
ajiri-5738	139	14	;	;	PUNCT
ajiri-5738	139	15	it	it	PRON
ajiri-5738	139	16	is	be	AUX
ajiri-5738	139	17	operationalized	operationalize	VERB
ajiri-5738	139	18	as	as	ADP
ajiri-5738	139	19	the	the	DET
ajiri-5738	139	20	observable	observable	ADJ
ajiri-5738	139	21	consequences	consequence	NOUN
ajiri-5738	139	22	(	(	PUNCT
ajiri-5738	139	23	including	include	VERB
ajiri-5738	139	24	asset	asset	NOUN
ajiri-5738	139	25	shrinkage	shrinkage	NOUN
ajiri-5738	139	26	,	,	PUNCT
ajiri-5738	139	27	non	non	ADJ
ajiri-5738	139	28	-	-	ADJ
ajiri-5738	139	29	performing	performing	ADJ
ajiri-5738	139	30	loans	loan	NOUN
ajiri-5738	139	31	(	(	PUNCT
ajiri-5738	139	32	npls	npls	NOUN
ajiri-5738	139	33	)	)	PUNCT
ajiri-5738	139	34	outburst	outburst	NOUN
ajiri-5738	139	35	or	or	CCONJ
ajiri-5738	139	36	pausing	pausing	NOUN
ajiri-5738	139	37	of	of	ADP
ajiri-5738	139	38	lending	lending	NOUN
ajiri-5738	139	39	by	by	ADP
ajiri-5738	139	40	financial	financial	ADJ
ajiri-5738	139	41	institutions	institution	NOUN
ajiri-5738	139	42	.	.	PUNCT
ajiri-5738	140	1	all	all	DET
ajiri-5738	140	2	these	these	DET
ajiri-5738	140	3	factors	factor	NOUN
ajiri-5738	140	4	point	point	VERB
ajiri-5738	140	5	to	to	ADP
ajiri-5738	140	6	instability	instability	NOUN
ajiri-5738	140	7	of	of	ADP
ajiri-5738	140	8	the	the	DET
ajiri-5738	140	9	institution	institution	NOUN
ajiri-5738	140	10	and	and	CCONJ
ajiri-5738	140	11	are	be	AUX
ajiri-5738	140	12	definite	definite	ADJ
ajiri-5738	140	13	with	with	ADP
ajiri-5738	140	14	the	the	DET
ajiri-5738	140	15	meaning	meaning	NOUN
ajiri-5738	140	16	of	of	ADP
ajiri-5738	140	17	financial	financial	ADJ
ajiri-5738	140	18	distress	distress	NOUN
ajiri-5738	140	19	as	as	SCONJ
ajiri-5738	140	20	defined	define	VERB
ajiri-5738	140	21	by	by	ADP
ajiri-5738	140	22	the	the	DET
ajiri-5738	140	23	world	world	PROPN
ajiri-5738	140	24	bank	bank	PROPN
ajiri-5738	140	25	and	and	CCONJ
ajiri-5738	140	26	imf	imf	PROPN
ajiri-5738	140	27	.	.	PUNCT
ajiri-5738	141	1	on	on	ADP
ajiri-5738	141	2	the	the	DET
ajiri-5738	141	3	contrary	contrary	NOUN
ajiri-5738	141	4	,	,	PUNCT
ajiri-5738	141	5	amongst	amongst	ADP
ajiri-5738	141	6	the	the	DET
ajiri-5738	141	7	independent	independent	ADJ
ajiri-5738	141	8	variables	variable	NOUN
ajiri-5738	141	9	are	be	AUX
ajiri-5738	141	10	liquidity	liquidity	NOUN
ajiri-5738	141	11	risk	risk	NOUN
ajiri-5738	141	12	indicators	indicator	NOUN
ajiri-5738	141	13	such	such	ADJ
ajiri-5738	141	14	as	as	ADP
ajiri-5738	141	15	the	the	DET
ajiri-5738	141	16	lcr	lcr	NOUN
ajiri-5738	141	17	,	,	PUNCT
ajiri-5738	141	18	liquid	liquid	ADJ
ajiri-5738	141	19	assets	asset	NOUN
ajiri-5738	141	20	as	as	ADP
ajiri-5738	141	21	a	a	DET
ajiri-5738	141	22	proportion	proportion	NOUN
ajiri-5738	141	23	of	of	ADP
ajiri-5738	141	24	total	total	ADJ
ajiri-5738	141	25	assets	asset	NOUN
ajiri-5738	141	26	,	,	PUNCT
ajiri-5738	141	27	shortterm	shortterm	VERB
ajiri-5738	141	28	funding	funding	NOUN
ajiri-5738	141	29	ratio	ratio	NOUN
ajiri-5738	141	30	and	and	CCONJ
ajiri-5738	141	31	the	the	DET
ajiri-5738	141	32	interest	interest	NOUN
ajiri-5738	141	33	expense	expense	NOUN
ajiri-5738	141	34	on	on	ADP
ajiri-5738	141	35	liabilities	liability	NOUN
ajiri-5738	141	36	.	.	PUNCT
ajiri-5738	142	1	these	these	DET
ajiri-5738	142	2	measures	measure	NOUN
ajiri-5738	142	3	are	be	AUX
ajiri-5738	142	4	used	use	VERB
ajiri-5738	142	5	to	to	PART
ajiri-5738	142	6	describe	describe	VERB
ajiri-5738	142	7	various	various	ADJ
ajiri-5738	142	8	aspects	aspect	NOUN
ajiri-5738	142	9	of	of	ADP
ajiri-5738	142	10	the	the	DET
ajiri-5738	142	11	liquidity	liquidity	NOUN
ajiri-5738	142	12	health	health	NOUN
ajiri-5738	142	13	of	of	ADP
ajiri-5738	142	14	an	an	DET
ajiri-5738	142	15	institution	institution	NOUN
ajiri-5738	142	16	i.e.	i.e.	X
ajiri-5738	142	17	its	its	PRON
ajiri-5738	142	18	capacity	capacity	NOUN
ajiri-5738	142	19	to	to	PART
ajiri-5738	142	20	fulfil	fulfil	VERB
ajiri-5738	142	21	short	short	ADJ
ajiri-5738	142	22	-	-	PUNCT
ajiri-5738	142	23	term	term	NOUN
ajiri-5738	142	24	obligations	obligation	NOUN
ajiri-5738	142	25	,	,	PUNCT
ajiri-5738	142	26	its	its	PRON
ajiri-5738	142	27	dependence	dependence	NOUN
ajiri-5738	142	28	on	on	ADP
ajiri-5738	142	29	funding	funding	NOUN
ajiri-5738	142	30	sources	source	NOUN
ajiri-5738	142	31	that	that	PRON
ajiri-5738	142	32	are	be	AUX
ajiri-5738	142	33	potentially	potentially	ADV
ajiri-5738	142	34	highly	highly	ADV
ajiri-5738	142	35	volatile	volatile	ADJ
ajiri-5738	142	36	,	,	PUNCT
ajiri-5738	142	37	and	and	CCONJ
ajiri-5738	142	38	the	the	DET
ajiri-5738	142	39	liquidity	liquidity	NOUN
ajiri-5738	142	40	costs	cost	NOUN
ajiri-5738	142	41	.	.	PUNCT
ajiri-5738	143	1	by	by	ADP
ajiri-5738	143	2	analyzing	analyze	VERB
ajiri-5738	143	3	these	these	DET
ajiri-5738	143	4	variables	variable	NOUN
ajiri-5738	143	5	through	through	ADP
ajiri-5738	143	6	time	time	NOUN
ajiri-5738	143	7	,	,	PUNCT
ajiri-5738	143	8	the	the	DET
ajiri-5738	143	9	research	research	NOUN
ajiri-5738	143	10	evaluates	evaluate	VERB
ajiri-5738	143	11	the	the	DET
ajiri-5738	143	12	possibility	possibility	NOUN
ajiri-5738	143	13	of	of	ADP
ajiri-5738	143	14	trailing	trail	VERB
ajiri-5738	143	15	signs	sign	NOUN
ajiri-5738	143	16	of	of	ADP
ajiri-5738	143	17	loss	loss	NOUN
ajiri-5738	143	18	before	before	SCONJ
ajiri-5738	143	19	the	the	DET
ajiri-5738	143	20	signs	sign	NOUN
ajiri-5738	143	21	of	of	ADP
ajiri-5738	143	22	institutional	institutional	ADJ
ajiri-5738	143	23	decline	decline	NOUN
ajiri-5738	143	24	and	and	CCONJ
ajiri-5738	143	25	discontinuity	discontinuity	NOUN
ajiri-5738	143	26	occur	occur	VERB
ajiri-5738	143	27	due	due	ADJ
ajiri-5738	143	28	to	to	ADP
ajiri-5738	143	29	deteriorating	deteriorate	VERB
ajiri-5738	143	30	conditions	condition	NOUN
ajiri-5738	143	31	of	of	ADP
ajiri-5738	143	32	liquidity	liquidity	NOUN
ajiri-5738	143	33	.	.	PUNCT
ajiri-5738	144	1	data	datum	NOUN
ajiri-5738	144	2	analysis	analysis	NOUN
ajiri-5738	144	3	descriptive	descriptive	ADJ
ajiri-5738	144	4	and	and	CCONJ
ajiri-5738	144	5	inferential	inferential	ADJ
ajiri-5738	144	6	statistics	statistic	NOUN
ajiri-5738	144	7	were	be	AUX
ajiri-5738	144	8	concretely	concretely	ADV
ajiri-5738	144	9	applied	apply	VERB
ajiri-5738	144	10	to	to	ADP
ajiri-5738	144	11	the	the	DET
ajiri-5738	144	12	data	datum	NOUN
ajiri-5738	144	13	analysis	analysis	NOUN
ajiri-5738	144	14	.	.	PUNCT
ajiri-5738	145	1	at	at	ADP
ajiri-5738	145	2	the	the	DET
ajiri-5738	145	3	first	first	ADJ
ajiri-5738	145	4	step	step	NOUN
ajiri-5738	145	5	,	,	PUNCT
ajiri-5738	145	6	descriptive	descriptive	ADJ
ajiri-5738	145	7	analysis	analysis	NOUN
ajiri-5738	145	8	of	of	ADP
ajiri-5738	145	9	mean	mean	ADJ
ajiri-5738	145	10	,	,	PUNCT
ajiri-5738	145	11	trend	trend	NOUN
ajiri-5738	145	12	,	,	PUNCT
ajiri-5738	145	13	variance	variance	NOUN
ajiri-5738	145	14	of	of	ADP
ajiri-5738	145	15	the	the	DET
ajiri-5738	145	16	liquidity	liquidity	NOUN
ajiri-5738	145	17	indicators	indicator	NOUN
ajiri-5738	145	18	and	and	CCONJ
ajiri-5738	145	19	the	the	DET
ajiri-5738	145	20	discontinuity	discontinuity	NOUN
ajiri-5738	145	21	proxies	proxy	NOUN
ajiri-5738	145	22	of	of	ADP
ajiri-5738	145	23	business	business	NOUN
ajiri-5738	145	24	were	be	AUX
ajiri-5738	145	25	used	use	VERB
ajiri-5738	145	26	to	to	PART
ajiri-5738	145	27	explore	explore	VERB
ajiri-5738	145	28	the	the	DET
ajiri-5738	145	29	business	business	NOUN
ajiri-5738	145	30	during	during	ADP
ajiri-5738	145	31	the	the	DET
ajiri-5738	145	32	selected	select	VERB
ajiri-5738	145	33	period	period	NOUN
ajiri-5738	145	34	.	.	PUNCT
ajiri-5738	146	1	this	this	PRON
ajiri-5738	146	2	aided	aid	VERB
ajiri-5738	146	3	in	in	ADP
ajiri-5738	146	4	construction	construction	NOUN
ajiri-5738	146	5	of	of	ADP
ajiri-5738	146	6	historical	historical	ADJ
ajiri-5738	146	7	baselines	baseline	NOUN
ajiri-5738	146	8	and	and	CCONJ
ajiri-5738	146	9	determining	determine	VERB
ajiri-5738	146	10	the	the	DET
ajiri-5738	146	11	time	time	NOUN
ajiri-5738	146	12	of	of	ADP
ajiri-5738	146	13	higher	high	ADJ
ajiri-5738	146	14	risk	risk	NOUN
ajiri-5738	146	15	.	.	PUNCT
ajiri-5738	147	1	second	second	ADJ
ajiri-5738	147	2	,	,	PUNCT
ajiri-5738	147	3	the	the	DET
ajiri-5738	147	4	correlation	correlation	NOUN
ajiri-5738	147	5	analysis	analysis	NOUN
ajiri-5738	147	6	was	be	AUX
ajiri-5738	147	7	employed	employ	VERB
ajiri-5738	147	8	to	to	PART
ajiri-5738	147	9	study	study	VERB
ajiri-5738	147	10	the	the	DET
ajiri-5738	147	11	interrelations	interrelation	NOUN
ajiri-5738	147	12	between	between	ADP
ajiri-5738	147	13	the	the	DET
ajiri-5738	147	14	liquidity	liquidity	NOUN
ajiri-5738	147	15	risk	risk	NOUN
ajiri-5738	147	16	-	-	PUNCT
ajiri-5738	147	17	based	base	VERB
ajiri-5738	147	18	indicators	indicator	NOUN
ajiri-5738	147	19	and	and	CCONJ
ajiri-5738	147	20	the	the	DET
ajiri-5738	147	21	variables	variable	NOUN
ajiri-5738	147	22	characterizing	characterize	VERB
ajiri-5738	147	23	the	the	DET
ajiri-5738	147	24	institutional	institutional	ADJ
ajiri-5738	147	25	performance	performance	NOUN
ajiri-5738	147	26	.	.	PUNCT
ajiri-5738	148	1	this	this	PRON
ajiri-5738	148	2	gave	give	VERB
ajiri-5738	148	3	an	an	DET
ajiri-5738	148	4	insight	insight	NOUN
ajiri-5738	148	5	into	into	ADP
ajiri-5738	148	6	the	the	DET
ajiri-5738	148	7	possible	possible	ADJ
ajiri-5738	148	8	linear	linear	ADJ
ajiri-5738	148	9	relationships	relationship	NOUN
ajiri-5738	148	10	as	as	ADV
ajiri-5738	148	11	well	well	ADV
ajiri-5738	148	12	as	as	ADP
ajiri-5738	148	13	the	the	DET
ajiri-5738	148	14	regression	regression	NOUN
ajiri-5738	148	15	modeling	modeling	NOUN
ajiri-5738	148	16	process	process	NOUN
ajiri-5738	148	17	.	.	PUNCT
ajiri-5738	149	1	third	third	ADJ
ajiri-5738	149	2	,	,	PUNCT
ajiri-5738	149	3	the	the	DET
ajiri-5738	149	4	liquidity	liquidity	NOUN
ajiri-5738	149	5	indicators	indicator	NOUN
ajiri-5738	149	6	relative	relative	VERB
ajiri-5738	149	7	predictive	predictive	ADJ
ajiri-5738	149	8	power	power	NOUN
ajiri-5738	149	9	on	on	ADP
ajiri-5738	149	10	the	the	DET
ajiri-5738	149	11	outcomes	outcome	NOUN
ajiri-5738	149	12	of	of	ADP
ajiri-5738	149	13	business	business	NOUN
ajiri-5738	149	14	discontinuity	discontinuity	NOUN
ajiri-5738	149	15	was	be	AUX
ajiri-5738	149	16	ascertained	ascertain	VERB
ajiri-5738	149	17	through	through	ADP
ajiri-5738	149	18	the	the	DET
ajiri-5738	149	19	ordinary	ordinary	ADJ
ajiri-5738	149	20	least	least	ADJ
ajiri-5738	149	21	squares	square	NOUN
ajiri-5738	149	22	(	(	PUNCT
ajiri-5738	149	23	ols	ol	NOUN
ajiri-5738	149	24	)	)	PUNCT
ajiri-5738	149	25	multiple	multiple	ADJ
ajiri-5738	149	26	regression	regression	NOUN
ajiri-5738	149	27	analysis	analysis	NOUN
ajiri-5738	149	28	.	.	PUNCT
ajiri-5738	150	1	the	the	DET
ajiri-5738	150	2	macroeconomic	macroeconomic	ADJ
ajiri-5738	150	3	variables	variable	NOUN
ajiri-5738	150	4	included	include	VERB
ajiri-5738	150	5	in	in	ADP
ajiri-5738	150	6	the	the	DET
ajiri-5738	150	7	regression	regression	NOUN
ajiri-5738	150	8	model	model	NOUN
ajiri-5738	150	9	to	to	PART
ajiri-5738	150	10	account	account	VERB
ajiri-5738	150	11	the	the	DET
ajiri-5738	150	12	effects	effect	NOUN
ajiri-5738	150	13	of	of	ADP
ajiri-5738	150	14	institutional	institutional	ADJ
ajiri-5738	150	15	liquidity	liquidity	NOUN
ajiri-5738	150	16	were	be	AUX
ajiri-5738	150	17	gdp	gdp	NOUN
ajiri-5738	150	18	growth	growth	NOUN
ajiri-5738	150	19	rate	rate	NOUN
ajiri-5738	150	20	and	and	CCONJ
ajiri-5738	150	21	inflation	inflation	NOUN
ajiri-5738	150	22	.	.	PUNCT
ajiri-5738	151	1	ethical	ethical	ADJ
ajiri-5738	151	2	considerations	consideration	NOUN
ajiri-5738	151	3	all	all	DET
ajiri-5738	151	4	the	the	DET
ajiri-5738	151	5	data	data	NOUN
ajiri-5738	151	6	is	be	AUX
ajiri-5738	151	7	publicly	publicly	ADV
ajiri-5738	151	8	accessed	access	VERB
ajiri-5738	151	9	and	and	CCONJ
ajiri-5738	151	10	this	this	DET
ajiri-5738	151	11	study	study	NOUN
ajiri-5738	151	12	solely	solely	ADV
ajiri-5738	151	13	used	use	VERB
ajiri-5738	151	14	secondary	secondary	ADJ
ajiri-5738	151	15	data	datum	NOUN
ajiri-5738	151	16	and	and	CCONJ
ajiri-5738	151	17	therefore	therefore	ADV
ajiri-5738	151	18	no	no	DET
ajiri-5738	151	19	personal	personal	ADJ
ajiri-5738	151	20	,	,	PUNCT
ajiri-5738	151	21	sensitive	sensitive	ADJ
ajiri-5738	151	22	or	or	CCONJ
ajiri-5738	151	23	confidential	confidential	ADJ
ajiri-5738	151	24	information	information	NOUN
ajiri-5738	151	25	was	be	AUX
ajiri-5738	151	26	employed	employ	VERB
ajiri-5738	151	27	.	.	PUNCT
ajiri-5738	152	1	all	all	DET
ajiri-5738	152	2	sources	source	NOUN
ajiri-5738	152	3	are	be	AUX
ajiri-5738	152	4	sufficiently	sufficiently	ADV
ajiri-5738	152	5	acknowledged	acknowledge	VERB
ajiri-5738	152	6	,	,	PUNCT
ajiri-5738	152	7	and	and	CCONJ
ajiri-5738	152	8	data	datum	NOUN
ajiri-5738	152	9	was	be	AUX
ajiri-5738	152	10	gathered	gather	VERB
ajiri-5738	152	11	in	in	ADP
ajiri-5738	152	12	the	the	DET
ajiri-5738	152	13	way	way	NOUN
ajiri-5738	152	14	that	that	PRON
ajiri-5738	152	15	follows	follow	VERB
ajiri-5738	152	16	the	the	DET
ajiri-5738	152	17	rules	rule	NOUN
ajiri-5738	152	18	of	of	ADP
ajiri-5738	152	19	the	the	DET
ajiri-5738	152	20	corresponding	corresponding	ADJ
ajiri-5738	152	21	databases	database	NOUN
ajiri-5738	152	22	.	.	PUNCT
ajiri-5738	153	1	there	there	PRON
ajiri-5738	153	2	was	be	VERB
ajiri-5738	153	3	no	no	DET
ajiri-5738	153	4	need	need	NOUN
ajiri-5738	153	5	for	for	ADP
ajiri-5738	153	6	institutional	institutional	ADJ
ajiri-5738	153	7	review	review	NOUN
ajiri-5738	153	8	board	board	NOUN
ajiri-5738	153	9	(	(	PUNCT
ajiri-5738	153	10	irb	irb	PROPN
ajiri-5738	153	11	)	)	PUNCT
ajiri-5738	153	12	approval	approval	NOUN
ajiri-5738	153	13	because	because	SCONJ
ajiri-5738	153	14	there	there	PRON
ajiri-5738	153	15	were	be	VERB
ajiri-5738	153	16	no	no	DET
ajiri-5738	153	17	human	human	ADJ
ajiri-5738	153	18	subjects	subject	NOUN
ajiri-5738	153	19	involved	involve	VERB
ajiri-5738	153	20	or	or	CCONJ
ajiri-5738	153	21	proprietary	proprietary	ADJ
ajiri-5738	153	22	data	datum	NOUN
ajiri-5738	153	23	.	.	PUNCT
ajiri-5738	154	1	results	result	NOUN
ajiri-5738	154	2	and	and	CCONJ
ajiri-5738	154	3	discussion	discussion	NOUN
ajiri-5738	154	4	descriptive	descriptive	ADJ
ajiri-5738	154	5	statistics	statistic	NOUN
ajiri-5738	154	6	from	from	ADP
ajiri-5738	154	7	2011	2011	NUM
ajiri-5738	154	8	to	to	ADP
ajiri-5738	154	9	2024	2024	NUM
ajiri-5738	154	10	,	,	PUNCT
ajiri-5738	154	11	nbfi	nbfi	NOUN
ajiri-5738	154	12	indicators	indicator	NOUN
ajiri-5738	154	13	show	show	VERB
ajiri-5738	154	14	stronger	strong	ADJ
ajiri-5738	154	15	liquidity	liquidity	NOUN
ajiri-5738	154	16	,	,	PUNCT
ajiri-5738	154	17	balance	balance	NOUN
ajiri-5738	154	18	sheet	sheet	NOUN
ajiri-5738	154	19	expansion	expansion	NOUN
ajiri-5738	154	20	,	,	PUNCT
ajiri-5738	154	21	and	and	CCONJ
ajiri-5738	154	22	improved	improve	VERB
ajiri-5738	154	23	credit	credit	NOUN
ajiri-5738	154	24	ratings	rating	NOUN
ajiri-5738	154	25	,	,	PUNCT
ajiri-5738	154	26	alongside	alongside	ADP
ajiri-5738	154	27	persistent	persistent	ADJ
ajiri-5738	154	28	credit	credit	NOUN
ajiri-5738	154	29	risk	risk	NOUN
ajiri-5738	154	30	shown	show	VERB
ajiri-5738	154	31	in	in	ADP
ajiri-5738	154	32	table	table	NOUN
ajiri-5738	154	33	1	1	NUM
ajiri-5738	154	34	.	.	PUNCT
ajiri-5738	155	1	the	the	DET
ajiri-5738	155	2	average	average	ADJ
ajiri-5738	155	3	liquidity	liquidity	NOUN
ajiri-5738	155	4	coverage	coverage	NOUN
ajiri-5738	155	5	ratio	ratio	NOUN
ajiri-5738	155	6	(	(	PUNCT
ajiri-5738	155	7	1.152	1.152	NUM
ajiri-5738	155	8	)	)	PUNCT
ajiri-5738	155	9	rose	rise	VERB
ajiri-5738	155	10	from	from	ADP
ajiri-5738	155	11	0.804	0.804	NUM
ajiri-5738	155	12	to	to	ADP
ajiri-5738	155	13	1.493	1.493	NUM
ajiri-5738	155	14	,	,	PUNCT
ajiri-5738	155	15	and	and	CCONJ
ajiri-5738	155	16	liquid	liquid	ADJ
ajiri-5738	155	17	assets	asset	NOUN
ajiri-5738	155	18	increased	increase	VERB
ajiri-5738	155	19	from	from	ADP
ajiri-5738	155	20	10.28	10.28	NUM
ajiri-5738	155	21	%	%	NOUN
ajiri-5738	155	22	to	to	ADP
ajiri-5738	155	23	39.79	39.79	NUM
ajiri-5738	155	24	%	%	NOUN
ajiri-5738	155	25	of	of	ADP
ajiri-5738	155	26	total	total	ADJ
ajiri-5738	155	27	assets	asset	NOUN
ajiri-5738	155	28	,	,	PUNCT
ajiri-5738	155	29	reflecting	reflect	VERB
ajiri-5738	155	30	enhanced	enhanced	ADJ
ajiri-5738	155	31	resilience	resilience	NOUN
ajiri-5738	155	32	.	.	PUNCT
ajiri-5738	156	1	total	total	ADJ
ajiri-5738	156	2	assets	asset	NOUN
ajiri-5738	156	3	grew	grow	VERB
ajiri-5738	156	4	from	from	ADP
ajiri-5738	156	5	507	507	NUM
ajiri-5738	156	6	billion	billion	NUM
ajiri-5738	156	7	to	to	ADP
ajiri-5738	156	8	1,970	1,970	NUM
ajiri-5738	156	9	billion	billion	NUM
ajiri-5738	156	10	(	(	PUNCT
ajiri-5738	156	11	mean	mean	VERB
ajiri-5738	156	12	:	:	PUNCT
ajiri-5738	156	13	1,218	1,218	NUM
ajiri-5738	156	14	billion	billion	NUM
ajiri-5738	156	15	)	)	PUNCT
ajiri-5738	156	16	,	,	PUNCT
ajiri-5738	156	17	while	while	SCONJ
ajiri-5738	156	18	credit	credit	NOUN
ajiri-5738	156	19	ratings	rating	NOUN
ajiri-5738	156	20	improved	improve	VERB
ajiri-5738	156	21	from	from	ADP
ajiri-5738	156	22	70	70	NUM
ajiri-5738	156	23	to	to	PART
ajiri-5738	156	24	90	90	NUM
ajiri-5738	156	25	table	table	NOUN
ajiri-5738	156	26	1	1	NUM
ajiri-5738	156	27	:	:	PUNCT
ajiri-5738	156	28	descriptives	descriptives	PROPN
ajiri-5738	156	29	st	st	PROPN
ajiri-5738	156	30	at	at	ADP
ajiri-5738	156	31	is	be	AUX
ajiri-5738	156	32	tic	tic	ADJ
ajiri-5738	156	33	ye	ye	PROPN
ajiri-5738	156	34	ar	ar	PROPN
ajiri-5738	156	35	lc	lc	PROPN
ajiri-5738	157	1	r	r	PROPN
ajiri-5738	157	2	li	li	PROPN
ajiri-5738	157	3	qu	qu	PROPN
ajiri-5738	157	4	i	i	PROPN
ajiri-5738	157	5	d	d	PROPN
ajiri-5738	157	6	a	a	DET
ajiri-5738	157	7	ss	ss	VERB
ajiri-5738	157	8	et	et	NOUN
ajiri-5738	157	9	s	s	PROPN
ajiri-5738	157	10	(	(	PUNCT
ajiri-5738	157	11	%	%	INTJ
ajiri-5738	157	12	)	)	PUNCT
ajiri-5738	157	13	fu	fu	NOUN
ajiri-5738	157	14	nd	nd	INTJ
ajiri-5738	157	15	in	in	ADP
ajiri-5738	157	16	g	g	NOUN
ajiri-5738	157	17	r	r	NOUN
ajiri-5738	157	18	at	at	ADP
ajiri-5738	157	19	io	io	PROPN
ajiri-5738	157	20	in	in	ADP
ajiri-5738	157	21	te	te	PROPN
ajiri-5738	157	22	re	re	PROPN
ajiri-5738	157	23	st	st	PROPN
ajiri-5738	157	24	c	c	PROPN
ajiri-5738	157	25	os	os	PROPN
ajiri-5738	157	26	t	t	PROPN
ajiri-5738	157	27	(	(	PUNCT
ajiri-5738	157	28	%	%	NOUN
ajiri-5738	157	29	)	)	PUNCT
ajiri-5738	157	30	n	n	CCONJ
ajiri-5738	157	31	pl	pl	NOUN
ajiri-5738	157	32	r	r	NOUN
ajiri-5738	157	33	at	at	ADP
ajiri-5738	157	34	io	io	NOUN
ajiri-5738	157	35	to	to	ADP
ajiri-5738	157	36	ta	ta	ADP
ajiri-5738	157	37	l	l	PROPN
ajiri-5738	157	38	a	a	DET
ajiri-5738	157	39	ss	ss	VERB
ajiri-5738	157	40	et	et	NOUN
ajiri-5738	157	41	s	s	NOUN
ajiri-5738	157	42	g	g	PROPN
ajiri-5738	157	43	d	d	PROPN
ajiri-5738	157	44	p	p	PROPN
ajiri-5738	157	45	g	g	PROPN
ajiri-5738	157	46	ro	ro	PROPN
ajiri-5738	157	47	w	w	X
ajiri-5738	157	48	th	th	X
ajiri-5738	157	49	(	(	PUNCT
ajiri-5738	157	50	%	%	NOUN
ajiri-5738	157	51	)	)	PUNCT
ajiri-5738	157	52	in	in	ADP
ajiri-5738	157	53	fla	fla	PROPN
ajiri-5738	157	54	tio	tio	NOUN
ajiri-5738	157	55	n	n	ADV
ajiri-5738	157	56	r	r	NOUN
ajiri-5738	157	57	at	at	ADP
ajiri-5738	157	58	e	e	NOUN
ajiri-5738	157	59	(	(	PUNCT
ajiri-5738	157	60	%	%	NOUN
ajiri-5738	157	61	)	)	PUNCT
ajiri-5738	157	62	po	po	PROPN
ajiri-5738	158	1	lic	lic	PROPN
ajiri-5738	158	2	y	y	PROPN
ajiri-5738	158	3	r	r	NOUN
ajiri-5738	158	4	at	at	ADP
ajiri-5738	158	5	e	e	NOUN
ajiri-5738	158	6	(	(	PUNCT
ajiri-5738	158	7	%	%	INTJ
ajiri-5738	158	8	)	)	PUNCT
ajiri-5738	158	9	m	m	PROPN
ajiri-5738	158	10	2	2	NUM
ajiri-5738	159	1	su	su	NOUN
ajiri-5738	159	2	pp	pp	ADV
ajiri-5738	159	3	ly	ly	X
ajiri-5738	159	4	(	(	PUNCT
ajiri-5738	159	5	b	b	X
ajiri-5738	159	6	ill	ill	NOUN
ajiri-5738	159	7	io	io	X
ajiri-5738	159	8	n	n	CCONJ
ajiri-5738	159	9	)	)	PUNCT
ajiri-5738	159	10	c	c	NOUN
ajiri-5738	159	11	re	re	X
ajiri-5738	159	12	di	di	PROPN
ajiri-5738	159	13	t	t	PROPN
ajiri-5738	159	14	r	r	NOUN
ajiri-5738	159	15	at	at	ADP
ajiri-5738	159	16	in	in	ADP
ajiri-5738	159	17	g	g	NOUN
ajiri-5738	159	18	mean	mean	NOUN
ajiri-5738	160	1	2017.5	2017.5	NUM
ajiri-5738	160	2	1.152	1.152	NUM
ajiri-5738	160	3	26.705	26.705	NUM
ajiri-5738	160	4	0.832	0.832	NUM
ajiri-5738	160	5	3.095	3.095	NUM
ajiri-5738	160	6	5.594	5.594	NUM
ajiri-5738	160	7	1218.00	1218.00	NUM
ajiri-5738	160	8	2.792	2.792	NUM
ajiri-5738	160	9	1.943	1.943	NUM
ajiri-5738	160	10	2.814	2.814	NUM
ajiri-5738	160	11	1887.27	1887.27	NUM
ajiri-5738	160	12	82.14	82.14	NUM
ajiri-5738	160	13	std	std	NOUN
ajiri-5738	160	14	4.046	4.046	NUM
ajiri-5738	160	15	0.200	0.200	NUM
ajiri-5738	160	16	8.445	8.445	NUM
ajiri-5738	160	17	0.213	0.213	NUM
ajiri-5738	160	18	1.148	1.148	NUM
ajiri-5738	160	19	2.426	2.426	NUM
ajiri-5738	160	20	429.03	429.03	NUM
ajiri-5738	160	21	0.833	0.833	NUM
ajiri-5738	160	22	0.452	0.452	NUM
ajiri-5738	160	23	1.264	1.264	NUM
ajiri-5738	160	24	242.06	242.06	NUM
ajiri-5738	160	25	7.98	7.98	NUM
ajiri-5738	160	26	min	min	NOUN
ajiri-5738	160	27	2011	2011	NUM
ajiri-5738	160	28	0.804	0.804	NUM
ajiri-5738	160	29	10.276	10.276	NUM
ajiri-5738	160	30	0.505	0.505	NUM
ajiri-5738	160	31	1.066	1.066	NUM
ajiri-5738	160	32	2.040	2.040	NUM
ajiri-5738	160	33	506.95	506.95	NUM
ajiri-5738	160	34	1.551	1.551	NUM
ajiri-5738	160	35	1.349	1.349	NUM
ajiri-5738	160	36	1.186	1.186	NUM
ajiri-5738	160	37	1427.51	1427.51	NUM
ajiri-5738	160	38	70	70	NUM
ajiri-5738	160	39	25	25	NUM
ajiri-5738	160	40	%	%	NOUN
ajiri-5738	160	41	2014	2014	NUM
ajiri-5738	160	42	0.998	0.998	NUM
ajiri-5738	160	43	19.808	19.808	NUM
ajiri-5738	160	44	0.635	0.635	NUM
ajiri-5738	160	45	2.025	2.025	NUM
ajiri-5738	160	46	3.196	3.196	NUM
ajiri-5738	160	47	861.28	861.28	NUM
ajiri-5738	160	48	1.890	1.890	NUM
ajiri-5738	160	49	1.499	1.499	NUM
ajiri-5738	160	50	1.488	1.488	NUM
ajiri-5738	160	51	1649.37	1649.37	NUM
ajiri-5738	160	52	75	75	NUM
ajiri-5738	160	53	50	50	NUM
ajiri-5738	160	54	%	%	NOUN
ajiri-5738	160	55	2017.5	2017.5	NUM
ajiri-5738	160	56	1.157	1.157	NUM
ajiri-5738	160	57	27.469	27.469	NUM
ajiri-5738	160	58	0.828	0.828	NUM
ajiri-5738	160	59	3.146	3.146	NUM
ajiri-5738	160	60	5.348	5.348	NUM
ajiri-5738	160	61	1239.82	1239.82	NUM
ajiri-5738	160	62	2.999	2.999	NUM
ajiri-5738	160	63	1.838	1.838	NUM
ajiri-5738	160	64	2.871	2.871	NUM
ajiri-5738	160	65	1904.17	1904.17	NUM
ajiri-5738	160	66	85	85	NUM
ajiri-5738	160	67	75	75	NUM
ajiri-5738	160	68	%	%	NOUN
ajiri-5738	160	69	2021	2021	NUM
ajiri-5738	160	70	1.331	1.331	NUM
ajiri-5738	160	71	34.076	34.076	NUM
ajiri-5738	160	72	1.011	1.011	NUM
ajiri-5738	160	73	4.036	4.036	NUM
ajiri-5738	160	74	7.459	7.459	NUM
ajiri-5738	160	75	1590.51	1590.51	NUM
ajiri-5738	160	76	3.581	3.581	NUM
ajiri-5738	160	77	2.286	2.286	NUM
ajiri-5738	160	78	3.737	3.737	NUM
ajiri-5738	160	79	2127.46	2127.46	NUM
ajiri-5738	160	80	90	90	NUM
ajiri-5738	160	81	max	max	PROPN
ajiri-5738	160	82	2024	2024	NUM
ajiri-5738	160	83	1.493	1.493	NUM
ajiri-5738	160	84	39.789	39.789	NUM
ajiri-5738	160	85	1.191	1.191	NUM
ajiri-5738	160	86	4.999	4.999	NUM
ajiri-5738	160	87	9.973	9.973	NUM
ajiri-5738	160	88	1970.05	1970.05	NUM
ajiri-5738	160	89	3.925	3.925	NUM
ajiri-5738	160	90	2.963	2.963	NUM
ajiri-5738	160	91	4.863	4.863	NUM
ajiri-5738	160	92	2175.67	2175.67	NUM
ajiri-5738	160	93	90	90	NUM
ajiri-5738	160	94	(	(	PUNCT
ajiri-5738	160	95	mean	mean	VERB
ajiri-5738	160	96	:	:	PUNCT
ajiri-5738	160	97	82.14	82.14	NUM
ajiri-5738	160	98	)	)	PUNCT
ajiri-5738	160	99	.	.	PUNCT
ajiri-5738	161	1	however	however	ADV
ajiri-5738	161	2	,	,	PUNCT
ajiri-5738	161	3	the	the	DET
ajiri-5738	161	4	funding	funding	NOUN
ajiri-5738	161	5	ratio	ratio	NOUN
ajiri-5738	161	6	(	(	PUNCT
ajiri-5738	161	7	mean	mean	ADJ
ajiri-5738	161	8	:	:	PUNCT
ajiri-5738	161	9	0.832	0.832	NUM
ajiri-5738	161	10	)	)	PUNCT
ajiri-5738	161	11	and	and	CCONJ
ajiri-5738	161	12	npl	npl	PROPN
ajiri-5738	161	13	ratio	ratio	NOUN
ajiri-5738	161	14	(	(	PUNCT
ajiri-5738	161	15	mean	mean	NOUN
ajiri-5738	161	16	:	:	PUNCT
ajiri-5738	161	17	5.59	5.59	NUM
ajiri-5738	161	18	%	%	NOUN
ajiri-5738	161	19	,	,	PUNCT
ajiri-5738	161	20	range	range	NOUN
ajiri-5738	161	21	:	:	PUNCT
ajiri-5738	161	22	2.04%–9.97	2.04%–9.97	NUM
ajiri-5738	161	23	%	%	NOUN
ajiri-5738	161	24	)	)	PUNCT
ajiri-5738	161	25	indicate	indicate	VERB
ajiri-5738	161	26	variability	variability	NOUN
ajiri-5738	161	27	in	in	ADP
ajiri-5738	161	28	funding	fund	VERB
ajiri-5738	161	29	stability	stability	NOUN
ajiri-5738	161	30	and	and	CCONJ
ajiri-5738	161	31	ongoing	ongoing	ADJ
ajiri-5738	161	32	asset	asset	NOUN
ajiri-5738	161	33	quality	quality	NOUN
ajiri-5738	161	34	concerns	concern	NOUN
ajiri-5738	161	35	.	.	PUNCT
ajiri-5738	162	1	macroeconomic	macroeconomic	ADJ
ajiri-5738	162	2	conditions	condition	NOUN
ajiri-5738	162	3	remained	remain	VERB
ajiri-5738	162	4	pa	pa	PROPN
ajiri-5738	162	5	ge	ge	PROPN
ajiri-5738	162	6	55	55	NUM
ajiri-5738	162	7	https://journals.e-palli.com/home/index.php/ajiri	https://journals.e-palli.com/home/index.php/ajiri	PROPN
ajiri-5738	162	8	am	be	AUX
ajiri-5738	162	9	.	.	PUNCT
ajiri-5738	163	1	j.	j.	PROPN
ajiri-5738	163	2	interdiscip	interdiscip	PROPN
ajiri-5738	163	3	.	.	PUNCT
ajiri-5738	164	1	res	re	NOUN
ajiri-5738	164	2	.	.	PUNCT
ajiri-5738	165	1	innov	innov	PROPN
ajiri-5738	165	2	.	.	PUNCT
ajiri-5738	166	1	4(3	4(3	NUM
ajiri-5738	166	2	)	)	PUNCT
ajiri-5738	166	3	50	50	NUM
ajiri-5738	166	4	-	-	SYM
ajiri-5738	166	5	61	61	NUM
ajiri-5738	166	6	,	,	PUNCT
ajiri-5738	166	7	2025	2025	NUM
ajiri-5738	166	8	stable	stable	ADJ
ajiri-5738	166	9	,	,	PUNCT
ajiri-5738	166	10	with	with	ADP
ajiri-5738	166	11	average	average	ADJ
ajiri-5738	166	12	gdp	gdp	NOUN
ajiri-5738	166	13	growth	growth	NOUN
ajiri-5738	166	14	at	at	ADP
ajiri-5738	166	15	2.79	2.79	NUM
ajiri-5738	166	16	%	%	NOUN
ajiri-5738	166	17	,	,	PUNCT
ajiri-5738	166	18	inflation	inflation	NOUN
ajiri-5738	166	19	at	at	ADP
ajiri-5738	166	20	1.94	1.94	NUM
ajiri-5738	166	21	%	%	NOUN
ajiri-5738	166	22	,	,	PUNCT
ajiri-5738	166	23	and	and	CCONJ
ajiri-5738	166	24	policy	policy	NOUN
ajiri-5738	166	25	rates	rate	NOUN
ajiri-5738	166	26	at	at	ADP
ajiri-5738	166	27	2.81	2.81	NUM
ajiri-5738	166	28	%	%	NOUN
ajiri-5738	166	29	,	,	PUNCT
ajiri-5738	166	30	while	while	SCONJ
ajiri-5738	166	31	m2	m2	PROPN
ajiri-5738	166	32	money	money	NOUN
ajiri-5738	166	33	supply	supply	NOUN
ajiri-5738	166	34	steadily	steadily	ADV
ajiri-5738	166	35	expanded	expand	VERB
ajiri-5738	166	36	to	to	ADP
ajiri-5738	166	37	2,176	2,176	NUM
ajiri-5738	166	38	billion	billion	NUM
ajiri-5738	166	39	.	.	PUNCT
ajiri-5738	166	40	correlation	correlation	NOUN
ajiri-5738	166	41	matrix	matrix	NOUN
ajiri-5738	166	42	figure	figure	NOUN
ajiri-5738	166	43	1	1	NUM
ajiri-5738	166	44	displays	display	VERB
ajiri-5738	166	45	the	the	DET
ajiri-5738	166	46	relationships	relationship	NOUN
ajiri-5738	166	47	between	between	ADP
ajiri-5738	166	48	different	different	ADJ
ajiri-5738	166	49	financial	financial	ADJ
ajiri-5738	166	50	metrics	metric	NOUN
ajiri-5738	166	51	.	.	PUNCT
ajiri-5738	167	1	the	the	DET
ajiri-5738	167	2	matrix	matrix	NOUN
ajiri-5738	167	3	uses	use	VERB
ajiri-5738	167	4	a	a	DET
ajiri-5738	167	5	color	color	NOUN
ajiri-5738	167	6	gradient	gradient	NOUN
ajiri-5738	167	7	ranging	range	VERB
ajiri-5738	167	8	from	from	ADP
ajiri-5738	167	9	dark	dark	ADJ
ajiri-5738	167	10	red	red	NOUN
ajiri-5738	167	11	(	(	PUNCT
ajiri-5738	167	12	indicating	indicate	VERB
ajiri-5738	167	13	a	a	DET
ajiri-5738	167	14	strong	strong	ADJ
ajiri-5738	167	15	positive	positive	ADJ
ajiri-5738	167	16	correlation	correlation	NOUN
ajiri-5738	167	17	of	of	ADP
ajiri-5738	167	18	1.0	1.0	NUM
ajiri-5738	167	19	)	)	PUNCT
ajiri-5738	167	20	to	to	ADP
ajiri-5738	167	21	dark	dark	ADJ
ajiri-5738	167	22	blue	blue	NOUN
ajiri-5738	167	23	(	(	PUNCT
ajiri-5738	167	24	indicating	indicate	VERB
ajiri-5738	167	25	a	a	DET
ajiri-5738	167	26	strong	strong	ADJ
ajiri-5738	167	27	negative	negative	ADJ
ajiri-5738	167	28	correlation	correlation	NOUN
ajiri-5738	167	29	of	of	ADP
ajiri-5738	167	30	-1.0	-1.0	PROPN
ajiri-5738	167	31	)	)	PUNCT
ajiri-5738	167	32	,	,	PUNCT
ajiri-5738	167	33	with	with	ADP
ajiri-5738	167	34	values	value	NOUN
ajiri-5738	167	35	closer	close	ADV
ajiri-5738	167	36	to	to	ADP
ajiri-5738	167	37	zero	zero	NUM
ajiri-5738	167	38	shown	show	VERB
ajiri-5738	167	39	in	in	ADP
ajiri-5738	167	40	lighter	light	ADJ
ajiri-5738	167	41	shades	shade	NOUN
ajiri-5738	167	42	.	.	PUNCT
ajiri-5738	168	1	key	key	ADJ
ajiri-5738	168	2	observations	observation	NOUN
ajiri-5738	168	3	include	include	VERB
ajiri-5738	168	4	a	a	DET
ajiri-5738	168	5	perfect	perfect	ADJ
ajiri-5738	168	6	positive	positive	ADJ
ajiri-5738	168	7	correlation	correlation	NOUN
ajiri-5738	168	8	(	(	PUNCT
ajiri-5738	168	9	1.0	1.0	NUM
ajiri-5738	168	10	)	)	PUNCT
ajiri-5738	168	11	between	between	ADP
ajiri-5738	168	12	certain	certain	ADJ
ajiri-5738	168	13	pairs	pair	NOUN
ajiri-5738	168	14	such	such	ADJ
ajiri-5738	168	15	as	as	ADP
ajiri-5738	168	16	year	year	NOUN
ajiri-5738	168	17	and	and	CCONJ
ajiri-5738	168	18	itself	itself	PRON
ajiri-5738	168	19	,	,	PUNCT
ajiri-5738	168	20	liquid	liquid	ADJ
ajiri-5738	168	21	assets	asset	NOUN
ajiri-5738	168	22	,	,	PUNCT
ajiri-5738	168	23	percent	percent	NOUN
ajiri-5738	168	24	and	and	CCONJ
ajiri-5738	168	25	liquidity	liquidity	NOUN
ajiri-5738	168	26	funding	funding	NOUN
ajiri-5738	168	27	ratio	ratio	NOUN
ajiri-5738	168	28	,	,	PUNCT
ajiri-5738	168	29	and	and	CCONJ
ajiri-5738	168	30	npl	npl	PROPN
ajiri-5738	168	31	ratio	ratio	NOUN
ajiri-5738	168	32	and	and	CCONJ
ajiri-5738	168	33	total	total	ADJ
ajiri-5738	168	34	assets	asset	NOUN
ajiri-5738	168	35	,	,	PUNCT
ajiri-5738	168	36	suggesting	suggest	VERB
ajiri-5738	168	37	these	these	DET
ajiri-5738	168	38	variables	variable	NOUN
ajiri-5738	168	39	move	move	VERB
ajiri-5738	168	40	in	in	ADP
ajiri-5738	168	41	lockstep	lockstep	NOUN
ajiri-5738	168	42	.	.	PUNCT
ajiri-5738	169	1	notably	notably	ADV
ajiri-5738	169	2	,	,	PUNCT
ajiri-5738	169	3	there	there	PRON
ajiri-5738	169	4	is	be	VERB
ajiri-5738	169	5	a	a	DET
ajiri-5738	169	6	strong	strong	ADJ
ajiri-5738	169	7	positive	positive	ADJ
ajiri-5738	169	8	correlation	correlation	NOUN
ajiri-5738	169	9	(	(	PUNCT
ajiri-5738	169	10	0.56	0.56	NUM
ajiri-5738	169	11	)	)	PUNCT
ajiri-5738	169	12	between	between	ADP
ajiri-5738	169	13	year	year	NOUN
ajiri-5738	169	14	and	and	CCONJ
ajiri-5738	169	15	money	money	NOUN
ajiri-5738	169	16	supply	supply	NOUN
ajiri-5738	169	17	m2	m2	PROPN
ajiri-5738	169	18	billion	billion	NUM
ajiri-5738	169	19	,	,	PUNCT
ajiri-5738	169	20	indicating	indicate	VERB
ajiri-5738	169	21	a	a	DET
ajiri-5738	169	22	potential	potential	ADJ
ajiri-5738	169	23	trend	trend	NOUN
ajiri-5738	169	24	over	over	ADP
ajiri-5738	169	25	time	time	NOUN
ajiri-5738	169	26	.	.	PUNCT
ajiri-5738	170	1	conversely	conversely	ADV
ajiri-5738	170	2	,	,	PUNCT
ajiri-5738	170	3	significant	significant	ADJ
ajiri-5738	170	4	negative	negative	ADJ
ajiri-5738	170	5	correlations	correlation	NOUN
ajiri-5738	170	6	include	include	VERB
ajiri-5738	170	7	-0.44	-0.44	NUM
ajiri-5738	170	8	between	between	ADP
ajiri-5738	170	9	interest	interest	NOUN
ajiri-5738	170	10	rate	rate	NOUN
ajiri-5738	170	11	policy	policy	NOUN
ajiri-5738	170	12	and	and	CCONJ
ajiri-5738	170	13	money	money	NOUN
ajiri-5738	170	14	supply	supply	NOUN
ajiri-5738	170	15	m2	m2	PROPN
ajiri-5738	170	16	billion	billion	NUM
ajiri-5738	170	17	,	,	PUNCT
ajiri-5738	170	18	and	and	CCONJ
ajiri-5738	170	19	-0.42	-0.42	NUM
ajiri-5738	170	20	between	between	ADP
ajiri-5738	170	21	inflation	inflation	NOUN
ajiri-5738	170	22	rate	rate	NOUN
ajiri-5738	170	23	,	,	PUNCT
ajiri-5738	170	24	percent	percent	NOUN
ajiri-5738	170	25	and	and	CCONJ
ajiri-5738	170	26	credit	credit	NOUN
ajiri-5738	170	27	rating	rating	NOUN
ajiri-5738	170	28	score	score	NOUN
ajiri-5738	170	29	,	,	PUNCT
ajiri-5738	170	30	highlighting	highlight	VERB
ajiri-5738	170	31	inverse	inverse	ADJ
ajiri-5738	170	32	relationships	relationship	NOUN
ajiri-5738	170	33	.	.	PUNCT
ajiri-5738	171	1	the	the	DET
ajiri-5738	171	2	matrix	matrix	NOUN
ajiri-5738	171	3	also	also	ADV
ajiri-5738	171	4	reveals	reveal	VERB
ajiri-5738	171	5	moderate	moderate	ADJ
ajiri-5738	171	6	correlations	correlation	NOUN
ajiri-5738	171	7	,	,	PUNCT
ajiri-5738	171	8	such	such	ADJ
ajiri-5738	171	9	as	as	ADP
ajiri-5738	171	10	0.37	0.37	NUM
ajiri-5738	171	11	between	between	ADP
ajiri-5738	171	12	year	year	NOUN
ajiri-5738	171	13	and	and	CCONJ
ajiri-5738	171	14	lcr	lcr	NOUN
ajiri-5738	171	15	percent	percent	NOUN
ajiri-5738	171	16	,	,	PUNCT
ajiri-5738	171	17	and	and	CCONJ
ajiri-5738	171	18	-0.31	-0.31	X
ajiri-5738	171	19	between	between	ADP
ajiri-5738	171	20	interest	interest	NOUN
ajiri-5738	171	21	rate	rate	NOUN
ajiri-5738	171	22	policy	policy	NOUN
ajiri-5738	171	23	and	and	CCONJ
ajiri-5738	171	24	gdp	gdp	NOUN
ajiri-5738	171	25	growth	growth	NOUN
ajiri-5738	171	26	,	,	PUNCT
ajiri-5738	171	27	percent	percent	NOUN
ajiri-5738	171	28	,	,	PUNCT
ajiri-5738	171	29	suggesting	suggest	VERB
ajiri-5738	171	30	weaker	weak	ADJ
ajiri-5738	171	31	but	but	CCONJ
ajiri-5738	171	32	still	still	ADV
ajiri-5738	171	33	notable	notable	ADJ
ajiri-5738	171	34	associations	association	NOUN
ajiri-5738	171	35	.	.	PUNCT
ajiri-5738	172	1	likewise	likewise	ADV
ajiri-5738	172	2	,	,	PUNCT
ajiri-5738	172	3	figure	figure	NOUN
ajiri-5738	172	4	2	2	NUM
ajiri-5738	172	5	illustrates	illustrate	VERB
ajiri-5738	172	6	the	the	DET
ajiri-5738	172	7	correlation	correlation	NOUN
ajiri-5738	172	8	coefficients	coefficient	NOUN
ajiri-5738	172	9	between	between	ADP
ajiri-5738	172	10	various	various	ADJ
ajiri-5738	172	11	predictors	predictor	NOUN
ajiri-5738	172	12	and	and	CCONJ
ajiri-5738	172	13	the	the	DET
ajiri-5738	172	14	non	non	ADJ
ajiri-5738	172	15	-	-	ADJ
ajiri-5738	172	16	performing	performing	ADJ
ajiri-5738	172	17	loan	loan	NOUN
ajiri-5738	172	18	(	(	PUNCT
ajiri-5738	172	19	npl	npl	NOUN
ajiri-5738	172	20	)	)	PUNCT
ajiri-5738	172	21	ratio	ratio	NOUN
ajiri-5738	172	22	.	.	PUNCT
ajiri-5738	173	1	the	the	DET
ajiri-5738	173	2	x	x	X
ajiri-5738	173	3	-	-	NOUN
ajiri-5738	173	4	axis	axis	NOUN
ajiri-5738	173	5	represents	represent	VERB
ajiri-5738	173	6	the	the	DET
ajiri-5738	173	7	correlation	correlation	NOUN
ajiri-5738	173	8	coefficient	coefficient	NOUN
ajiri-5738	173	9	ranging	range	VERB
ajiri-5738	173	10	from	from	ADP
ajiri-5738	173	11	-0.100	-0.100	PROPN
ajiri-5738	173	12	to	to	ADP
ajiri-5738	173	13	0.100	0.100	NUM
ajiri-5738	173	14	,	,	PUNCT
ajiri-5738	173	15	while	while	SCONJ
ajiri-5738	173	16	the	the	DET
ajiri-5738	173	17	y	y	NOUN
ajiri-5738	173	18	-	-	PUNCT
ajiri-5738	173	19	axis	axis	NOUN
ajiri-5738	173	20	lists	list	VERB
ajiri-5738	173	21	the	the	DET
ajiri-5738	173	22	predictors	predictor	NOUN
ajiri-5738	173	23	.	.	PUNCT
ajiri-5738	174	1	inflation	inflation	NOUN
ajiri-5738	174	2	rate	rate	NOUN
ajiri-5738	174	3	,	,	PUNCT
ajiri-5738	174	4	percent	percent	NOUN
ajiri-5738	174	5	shows	show	VERB
ajiri-5738	174	6	the	the	DET
ajiri-5738	174	7	strongest	strong	ADJ
ajiri-5738	174	8	positive	positive	ADJ
ajiri-5738	174	9	correlation	correlation	NOUN
ajiri-5738	174	10	with	with	ADP
ajiri-5738	174	11	the	the	DET
ajiri-5738	174	12	npl	npl	NOUN
ajiri-5738	174	13	ratio	ratio	NOUN
ajiri-5738	174	14	,	,	PUNCT
ajiri-5738	174	15	exceeding	exceed	VERB
ajiri-5738	174	16	0.075	0.075	NUM
ajiri-5738	174	17	.	.	PUNCT
ajiri-5738	175	1	interest	interest	NOUN
ajiri-5738	175	2	cost	cost	NOUN
ajiri-5738	175	3	,	,	PUNCT
ajiri-5738	175	4	percent	percent	NOUN
ajiri-5738	175	5	follows	follow	VERB
ajiri-5738	175	6	with	with	ADP
ajiri-5738	175	7	a	a	DET
ajiri-5738	175	8	notable	notable	ADJ
ajiri-5738	175	9	positive	positive	ADJ
ajiri-5738	175	10	correlation	correlation	NOUN
ajiri-5738	175	11	,	,	PUNCT
ajiri-5738	175	12	slightly	slightly	ADV
ajiri-5738	175	13	below	below	ADP
ajiri-5738	175	14	0.075	0.075	NUM
ajiri-5738	175	15	.	.	PUNCT
ajiri-5738	176	1	other	other	ADJ
ajiri-5738	176	2	predictors	predictor	NOUN
ajiri-5738	176	3	like	like	ADP
ajiri-5738	176	4	gdp	gdp	NOUN
ajiri-5738	176	5	growth	growth	NOUN
ajiri-5738	176	6	,	,	PUNCT
ajiri-5738	176	7	percent	percent	NOUN
ajiri-5738	176	8	,	,	PUNCT
ajiri-5738	176	9	total	total	ADJ
ajiri-5738	176	10	assets	asset	NOUN
ajiri-5738	176	11	,	,	PUNCT
ajiri-5738	176	12	and	and	CCONJ
ajiri-5738	176	13	money	money	NOUN
ajiri-5738	176	14	supply	supply	NOUN
ajiri-5738	176	15	m2	m2	PROPN
ajiri-5738	176	16	billion	billion	NUM
ajiri-5738	176	17	exhibit	exhibit	VERB
ajiri-5738	176	18	weaker	weak	ADJ
ajiri-5738	176	19	positive	positive	ADJ
ajiri-5738	176	20	correlations	correlation	NOUN
ajiri-5738	176	21	,	,	PUNCT
ajiri-5738	176	22	all	all	PRON
ajiri-5738	176	23	below	below	ADP
ajiri-5738	176	24	0.050	0.050	NUM
ajiri-5738	176	25	.	.	PUNCT
ajiri-5738	177	1	conversely	conversely	ADV
ajiri-5738	177	2	,	,	PUNCT
ajiri-5738	177	3	predictors	predictor	NOUN
ajiri-5738	177	4	such	such	ADJ
ajiri-5738	177	5	as	as	ADP
ajiri-5738	177	6	liquid	liquid	ADJ
ajiri-5738	177	7	assets	asset	NOUN
ajiri-5738	177	8	,	,	PUNCT
ajiri-5738	177	9	percent	percent	NOUN
ajiri-5738	177	10	,	,	PUNCT
ajiri-5738	177	11	credit	credit	NOUN
ajiri-5738	177	12	rating	rating	NOUN
ajiri-5738	177	13	score	score	NOUN
ajiri-5738	177	14	,	,	PUNCT
ajiri-5738	177	15	lcr	lcr	NOUN
ajiri-5738	177	16	,	,	PUNCT
ajiri-5738	177	17	funding	funding	NOUN
ajiri-5738	177	18	ratio	ratio	NOUN
ajiri-5738	177	19	,	,	PUNCT
ajiri-5738	177	20	and	and	CCONJ
ajiri-5738	177	21	interest	interest	NOUN
ajiri-5738	177	22	rate	rate	NOUN
ajiri-5738	177	23	policy	policy	NOUN
ajiri-5738	177	24	show	show	NOUN
ajiri-5738	177	25	correlations	correlation	NOUN
ajiri-5738	177	26	close	close	ADV
ajiri-5738	177	27	to	to	ADP
ajiri-5738	177	28	zero	zero	NUM
ajiri-5738	177	29	,	,	PUNCT
ajiri-5738	177	30	indicating	indicate	VERB
ajiri-5738	177	31	minimal	minimal	ADJ
ajiri-5738	177	32	linear	linear	ADJ
ajiri-5738	177	33	relationship	relationship	NOUN
ajiri-5738	177	34	with	with	ADP
ajiri-5738	177	35	the	the	DET
ajiri-5738	177	36	npl	npl	PROPN
ajiri-5738	177	37	ratio	ratio	NOUN
ajiri-5738	177	38	.	.	PUNCT
ajiri-5738	178	1	the	the	DET
ajiri-5738	178	2	variance	variance	NOUN
ajiri-5738	178	3	inflation	inflation	NOUN
ajiri-5738	178	4	factor	factor	NOUN
ajiri-5738	178	5	(	(	PUNCT
ajiri-5738	178	6	vif	vif	NOUN
ajiri-5738	178	7	)	)	PUNCT
ajiri-5738	178	8	analysis	analysis	NOUN
ajiri-5738	178	9	confirms	confirm	VERB
ajiri-5738	178	10	the	the	DET
ajiri-5738	178	11	absence	absence	NOUN
ajiri-5738	178	12	of	of	ADP
ajiri-5738	178	13	problematic	problematic	ADJ
ajiri-5738	178	14	multicollinearity	multicollinearity	NOUN
ajiri-5738	178	15	among	among	ADP
ajiri-5738	178	16	the	the	DET
ajiri-5738	178	17	variables	variable	NOUN
ajiri-5738	178	18	retained	retain	VERB
ajiri-5738	178	19	in	in	ADP
ajiri-5738	178	20	the	the	DET
ajiri-5738	178	21	regression	regression	NOUN
ajiri-5738	178	22	model	model	NOUN
ajiri-5738	178	23	for	for	ADP
ajiri-5738	178	24	nbfis	nbfis	PROPN
ajiri-5738	178	25	as	as	SCONJ
ajiri-5738	178	26	shown	show	VERB
ajiri-5738	178	27	in	in	ADP
ajiri-5738	178	28	table	table	NOUN
ajiri-5738	178	29	2	2	NUM
ajiri-5738	178	30	.	.	PUNCT
ajiri-5738	179	1	all	all	DET
ajiri-5738	179	2	vif	vif	PROPN
ajiri-5738	179	3	values	value	NOUN
ajiri-5738	179	4	are	be	AUX
ajiri-5738	179	5	well	well	ADV
ajiri-5738	179	6	below	below	ADP
ajiri-5738	179	7	the	the	DET
ajiri-5738	179	8	threshold	threshold	NOUN
ajiri-5738	179	9	of	of	ADP
ajiri-5738	179	10	5	5	NUM
ajiri-5738	179	11	,	,	PUNCT
ajiri-5738	179	12	indicating	indicate	VERB
ajiri-5738	179	13	that	that	SCONJ
ajiri-5738	179	14	each	each	DET
ajiri-5738	179	15	predictor	predictor	NOUN
ajiri-5738	179	16	offers	offer	VERB
ajiri-5738	179	17	unique	unique	ADJ
ajiri-5738	179	18	explanatory	explanatory	ADJ
ajiri-5738	179	19	power	power	NOUN
ajiri-5738	179	20	without	without	ADP
ajiri-5738	179	21	being	be	AUX
ajiri-5738	179	22	excessively	excessively	ADV
ajiri-5738	179	23	correlated	correlate	VERB
ajiri-5738	179	24	with	with	ADP
ajiri-5738	179	25	the	the	DET
ajiri-5738	179	26	others	other	NOUN
ajiri-5738	179	27	.	.	PUNCT
ajiri-5738	180	1	the	the	DET
ajiri-5738	180	2	highest	high	ADJ
ajiri-5738	180	3	vif	vif	NOUN
ajiri-5738	180	4	is	be	AUX
ajiri-5738	180	5	observed	observe	VERB
ajiri-5738	180	6	for	for	ADP
ajiri-5738	180	7	inflation	inflation	NOUN
ajiri-5738	180	8	rate	rate	NOUN
ajiri-5738	180	9	(	(	PUNCT
ajiri-5738	180	10	%	%	INTJ
ajiri-5738	180	11	)	)	PUNCT
ajiri-5738	180	12	(	(	PUNCT
ajiri-5738	180	13	1.835	1.835	NUM
ajiri-5738	180	14	)	)	PUNCT
ajiri-5738	180	15	,	,	PUNCT
ajiri-5738	180	16	which	which	PRON
ajiri-5738	180	17	remains	remain	VERB
ajiri-5738	180	18	far	far	ADV
ajiri-5738	180	19	below	below	ADP
ajiri-5738	180	20	critical	critical	ADJ
ajiri-5738	180	21	levels	level	NOUN
ajiri-5738	180	22	,	,	PUNCT
ajiri-5738	180	23	suggesting	suggest	VERB
ajiri-5738	180	24	that	that	SCONJ
ajiri-5738	180	25	macroeconomic	macroeconomic	ADJ
ajiri-5738	180	26	conditions	condition	NOUN
ajiri-5738	180	27	are	be	AUX
ajiri-5738	180	28	measured	measure	VERB
ajiri-5738	180	29	independently	independently	ADV
ajiri-5738	180	30	of	of	ADP
ajiri-5738	180	31	the	the	DET
ajiri-5738	180	32	liquidity	liquidity	NOUN
ajiri-5738	180	33	and	and	CCONJ
ajiri-5738	180	34	funding	funding	NOUN
ajiri-5738	180	35	variables	variable	NOUN
ajiri-5738	180	36	.	.	PUNCT
ajiri-5738	181	1	liquidity	liquidity	NOUN
ajiri-5738	181	2	-	-	PUNCT
ajiri-5738	181	3	related	relate	VERB
ajiri-5738	181	4	measures	measure	NOUN
ajiri-5738	181	5	such	such	ADJ
ajiri-5738	181	6	as	as	ADP
ajiri-5738	181	7	lcr	lcr	NOUN
ajiri-5738	181	8	,	,	PUNCT
ajiri-5738	181	9	liquid	liquid	ADJ
ajiri-5738	181	10	assets	asset	NOUN
ajiri-5738	181	11	(	(	PUNCT
ajiri-5738	181	12	%	%	NOUN
ajiri-5738	181	13	)	)	PUNCT
ajiri-5738	181	14	,	,	PUNCT
ajiri-5738	181	15	and	and	CCONJ
ajiri-5738	181	16	funding	funding	NOUN
ajiri-5738	181	17	ratio	ratio	NOUN
ajiri-5738	181	18	all	all	PRON
ajiri-5738	181	19	have	have	VERB
ajiri-5738	181	20	vifs	vif	NOUN
ajiri-5738	181	21	close	close	ADJ
ajiri-5738	181	22	to	to	ADP
ajiri-5738	181	23	or	or	CCONJ
ajiri-5738	181	24	slightly	slightly	ADV
ajiri-5738	181	25	above	above	ADP
ajiri-5738	181	26	1	1	NUM
ajiri-5738	181	27	,	,	PUNCT
ajiri-5738	181	28	reflecting	reflect	VERB
ajiri-5738	181	29	minimal	minimal	ADJ
ajiri-5738	181	30	collinearity	collinearity	NOUN
ajiri-5738	181	31	.	.	PUNCT
ajiri-5738	182	1	this	this	PRON
ajiri-5738	182	2	ensures	ensure	VERB
ajiri-5738	182	3	that	that	SCONJ
ajiri-5738	182	4	the	the	DET
ajiri-5738	182	5	estimated	estimate	VERB
ajiri-5738	182	6	coefficients	coefficient	NOUN
ajiri-5738	182	7	in	in	ADP
ajiri-5738	182	8	the	the	DET
ajiri-5738	182	9	regression	regression	NOUN
ajiri-5738	182	10	are	be	AUX
ajiri-5738	182	11	stable	stable	ADJ
ajiri-5738	182	12	,	,	PUNCT
ajiri-5738	182	13	reliable	reliable	ADJ
ajiri-5738	182	14	,	,	PUNCT
ajiri-5738	182	15	and	and	CCONJ
ajiri-5738	182	16	interpretable	interpretable	ADJ
ajiri-5738	182	17	for	for	ADP
ajiri-5738	182	18	assessing	assess	VERB
ajiri-5738	182	19	the	the	DET
ajiri-5738	182	20	impact	impact	NOUN
ajiri-5738	182	21	of	of	ADP
ajiri-5738	182	22	funding	funding	NOUN
ajiri-5738	182	23	liquidity	liquidity	NOUN
ajiri-5738	182	24	risk	risk	NOUN
ajiri-5738	182	25	on	on	ADP
ajiri-5738	182	26	business	business	NOUN
ajiri-5738	182	27	discontinuity	discontinuity	NOUN
ajiri-5738	182	28	in	in	ADP
ajiri-5738	182	29	nbfi	nbfi	PROPN
ajiri-5738	182	30	.	.	PUNCT
ajiri-5738	183	1	figure	figure	NOUN
ajiri-5738	183	2	1	1	NUM
ajiri-5738	183	3	:	:	PUNCT
ajiri-5738	183	4	correlation	correlation	NOUN
ajiri-5738	183	5	matrix	matrix	NOUN
ajiri-5738	183	6	pa	pa	PROPN
ajiri-5738	183	7	ge	ge	PROPN
ajiri-5738	183	8	56	56	NUM
ajiri-5738	183	9	https://journals.e-palli.com/home/index.php/ajiri	https://journals.e-palli.com/home/index.php/ajiri	PROPN
ajiri-5738	183	10	am	be	AUX
ajiri-5738	183	11	.	.	PUNCT
ajiri-5738	184	1	j.	j.	PROPN
ajiri-5738	184	2	interdiscip	interdiscip	PROPN
ajiri-5738	184	3	.	.	PUNCT
ajiri-5738	185	1	res	re	NOUN
ajiri-5738	185	2	.	.	PUNCT
ajiri-5738	186	1	innov	innov	PROPN
ajiri-5738	186	2	.	.	PUNCT
ajiri-5738	187	1	4(3	4(3	NUM
ajiri-5738	187	2	)	)	PUNCT
ajiri-5738	187	3	50	50	NUM
ajiri-5738	187	4	-	-	SYM
ajiri-5738	187	5	61	61	NUM
ajiri-5738	187	6	,	,	PUNCT
ajiri-5738	187	7	2025	2025	NUM
ajiri-5738	187	8	figure	figure	NOUN
ajiri-5738	187	9	2	2	NUM
ajiri-5738	187	10	:	:	PUNCT
ajiri-5738	187	11	correlation	correlation	NOUN
ajiri-5738	187	12	of	of	ADP
ajiri-5738	187	13	predictors	predictor	NOUN
ajiri-5738	187	14	with	with	ADP
ajiri-5738	187	15	npl	npl	PROPN
ajiri-5738	187	16	ratio	ratio	NOUN
ajiri-5738	187	17	table	table	NOUN
ajiri-5738	187	18	2	2	NUM
ajiri-5738	187	19	:	:	PUNCT
ajiri-5738	187	20	vif	vif	NOUN
ajiri-5738	187	21	table	table	NOUN
ajiri-5738	187	22	–	–	PUNCT
ajiri-5738	187	23	multicollinearity	multicollinearity	NOUN
ajiri-5738	187	24	check	check	NOUN
ajiri-5738	187	25	feature	feature	NOUN
ajiri-5738	187	26	vif	vif	NOUN
ajiri-5738	187	27	const	const	VERB
ajiri-5738	187	28	287.375	287.375	NUM
ajiri-5738	187	29	lcr	lcr	NOUN
ajiri-5738	187	30	1.210	1.210	NUM
ajiri-5738	187	31	liquid	liquid	ADJ
ajiri-5738	187	32	assets	asset	NOUN
ajiri-5738	187	33	(	(	PUNCT
ajiri-5738	187	34	%	%	INTJ
ajiri-5738	187	35	)	)	PUNCT
ajiri-5738	187	36	1.325	1.325	NUM
ajiri-5738	187	37	funding	funding	NOUN
ajiri-5738	187	38	ratio	ratio	NOUN
ajiri-5738	187	39	1.280	1.280	NUM
ajiri-5738	187	40	interest	interest	NOUN
ajiri-5738	187	41	cost	cost	NOUN
ajiri-5738	187	42	(	(	PUNCT
ajiri-5738	187	43	%	%	INTJ
ajiri-5738	187	44	)	)	PUNCT
ajiri-5738	187	45	1.410	1.410	NUM
ajiri-5738	187	46	inflation	inflation	NOUN
ajiri-5738	187	47	rate	rate	NOUN
ajiri-5738	187	48	(	(	PUNCT
ajiri-5738	187	49	%	%	INTJ
ajiri-5738	187	50	)	)	PUNCT
ajiri-5738	187	51	1.835	1.835	NUM
ajiri-5738	187	52	credit	credit	NOUN
ajiri-5738	187	53	rating	rating	NOUN
ajiri-5738	187	54	score	score	NOUN
ajiri-5738	187	55	1.520	1.520	NUM
ajiri-5738	187	56	interest	interest	NOUN
ajiri-5738	187	57	rate	rate	NOUN
ajiri-5738	187	58	(	(	PUNCT
ajiri-5738	187	59	policy	policy	NOUN
ajiri-5738	187	60	)	)	PUNCT
ajiri-5738	187	61	1.620	1.620	NUM
ajiri-5738	187	62	gdp	gdp	NOUN
ajiri-5738	187	63	growth	growth	NOUN
ajiri-5738	187	64	(	(	PUNCT
ajiri-5738	187	65	%	%	INTJ
ajiri-5738	187	66	)	)	PUNCT
ajiri-5738	187	67	1.390	1.390	NUM
ajiri-5738	187	68	regression	regression	NOUN
ajiri-5738	187	69	model	model	NOUN
ajiri-5738	187	70	tests	test	VERB
ajiri-5738	187	71	the	the	DET
ajiri-5738	187	72	regression	regression	NOUN
ajiri-5738	187	73	results	result	NOUN
ajiri-5738	187	74	reveal	reveal	VERB
ajiri-5738	187	75	that	that	SCONJ
ajiri-5738	187	76	several	several	ADJ
ajiri-5738	187	77	key	key	ADJ
ajiri-5738	187	78	liquidity	liquidity	NOUN
ajiri-5738	187	79	risks	risk	NOUN
ajiri-5738	187	80	and	and	CCONJ
ajiri-5738	187	81	macroeconomic	macroeconomic	ADJ
ajiri-5738	187	82	variables	variable	NOUN
ajiri-5738	187	83	significantly	significantly	ADV
ajiri-5738	187	84	influence	influence	VERB
ajiri-5738	187	85	business	business	NOUN
ajiri-5738	187	86	discontinuity	discontinuity	NOUN
ajiri-5738	187	87	in	in	ADP
ajiri-5738	187	88	nbfi	nbfi	PROPN
ajiri-5738	187	89	.	.	PUNCT
ajiri-5738	188	1	the	the	DET
ajiri-5738	188	2	lcr	lcr	NOUN
ajiri-5738	188	3	(	(	PUNCT
ajiri-5738	188	4	β	β	X
ajiri-5738	188	5	=	=	PUNCT
ajiri-5738	188	6	–	–	PUNCT
ajiri-5738	188	7	1.185	1.185	NUM
ajiri-5738	188	8	,	,	PUNCT
ajiri-5738	188	9	p	p	X
ajiri-5738	188	10	=	=	PROPN
ajiri-5738	188	11	0.012	0.012	NUM
ajiri-5738	188	12	)	)	PUNCT
ajiri-5738	188	13	,	,	PUNCT
ajiri-5738	188	14	liquid	liquid	ADJ
ajiri-5738	188	15	assets	asset	NOUN
ajiri-5738	188	16	(	(	PUNCT
ajiri-5738	188	17	%	%	INTJ
ajiri-5738	188	18	)	)	PUNCT
ajiri-5738	188	19	(	(	PUNCT
ajiri-5738	188	20	β	β	X
ajiri-5738	188	21	=	=	SYM
ajiri-5738	188	22	–	–	PUNCT
ajiri-5738	188	23	0.042	0.042	NUM
ajiri-5738	188	24	,	,	PUNCT
ajiri-5738	188	25	p	p	X
ajiri-5738	188	26	=	=	NOUN
ajiri-5738	188	27	0.009	0.009	NUM
ajiri-5738	188	28	)	)	PUNCT
ajiri-5738	188	29	,	,	PUNCT
ajiri-5738	188	30	and	and	CCONJ
ajiri-5738	188	31	funding	funding	NOUN
ajiri-5738	188	32	ratio	ratio	NOUN
ajiri-5738	188	33	(	(	PUNCT
ajiri-5738	188	34	β	β	X
ajiri-5738	188	35	=	=	PUNCT
ajiri-5738	188	36	–	–	PUNCT
ajiri-5738	188	37	1.050	1.050	NUM
ajiri-5738	188	38	,	,	PUNCT
ajiri-5738	188	39	p	p	X
ajiri-5738	188	40	=	=	NOUN
ajiri-5738	188	41	0.022	0.022	NUM
ajiri-5738	188	42	)	)	PUNCT
ajiri-5738	188	43	all	all	PRON
ajiri-5738	188	44	have	have	VERB
ajiri-5738	188	45	significant	significant	ADJ
ajiri-5738	188	46	negative	negative	ADJ
ajiri-5738	188	47	coefficients	coefficient	NOUN
ajiri-5738	188	48	,	,	PUNCT
ajiri-5738	188	49	indicating	indicate	VERB
ajiri-5738	188	50	that	that	SCONJ
ajiri-5738	188	51	higher	high	ADJ
ajiri-5738	188	52	liquidity	liquidity	NOUN
ajiri-5738	188	53	buffers	buffer	NOUN
ajiri-5738	188	54	and	and	CCONJ
ajiri-5738	188	55	stronger	strong	ADJ
ajiri-5738	188	56	funding	funding	NOUN
ajiri-5738	188	57	positions	position	NOUN
ajiri-5738	188	58	are	be	AUX
ajiri-5738	188	59	associated	associate	VERB
ajiri-5738	188	60	with	with	ADP
ajiri-5738	188	61	a	a	DET
ajiri-5738	188	62	lower	low	ADJ
ajiri-5738	188	63	likelihood	likelihood	NOUN
ajiri-5738	188	64	of	of	ADP
ajiri-5738	188	65	business	business	NOUN
ajiri-5738	188	66	discontinuity	discontinuity	NOUN
ajiri-5738	188	67	as	as	SCONJ
ajiri-5738	188	68	indicated	indicate	VERB
ajiri-5738	188	69	in	in	ADP
ajiri-5738	188	70	table	table	NOUN
ajiri-5738	188	71	3	3	NUM
ajiri-5738	188	72	.	.	PUNCT
ajiri-5738	188	73	interest	interest	NOUN
ajiri-5738	188	74	cost	cost	NOUN
ajiri-5738	188	75	(	(	PUNCT
ajiri-5738	188	76	%	%	INTJ
ajiri-5738	188	77	)	)	PUNCT
ajiri-5738	188	78	shows	show	VERB
ajiri-5738	188	79	a	a	DET
ajiri-5738	188	80	positive	positive	ADJ
ajiri-5738	188	81	and	and	CCONJ
ajiri-5738	188	82	significant	significant	ADJ
ajiri-5738	188	83	effect	effect	NOUN
ajiri-5738	188	84	(	(	PUNCT
ajiri-5738	188	85	β	β	X
ajiri-5738	188	86	=	=	SYM
ajiri-5738	188	87	0.305	0.305	NUM
ajiri-5738	188	88	,	,	PUNCT
ajiri-5738	188	89	p	p	X
ajiri-5738	188	90	=	=	PROPN
ajiri-5738	188	91	0.016	0.016	NUM
ajiri-5738	188	92	)	)	PUNCT
ajiri-5738	188	93	,	,	PUNCT
ajiri-5738	188	94	suggesting	suggest	VERB
ajiri-5738	188	95	that	that	SCONJ
ajiri-5738	188	96	higher	high	ADJ
ajiri-5738	188	97	funding	funding	NOUN
ajiri-5738	188	98	costs	cost	NOUN
ajiri-5738	188	99	increase	increase	VERB
ajiri-5738	188	100	discontinuity	discontinuity	NOUN
ajiri-5738	188	101	risk	risk	NOUN
ajiri-5738	188	102	.	.	PUNCT
ajiri-5738	189	1	table	table	NOUN
ajiri-5738	189	2	3	3	NUM
ajiri-5738	189	3	:	:	PUNCT
ajiri-5738	189	4	regression	regression	NOUN
ajiri-5738	189	5	model	model	NOUN
ajiri-5738	189	6	with	with	ADP
ajiri-5738	189	7	significant	significant	ADJ
ajiri-5738	189	8	predictors	predictor	NOUN
ajiri-5738	189	9	for	for	ADP
ajiri-5738	189	10	nbfis	nbfis	ADJ
ajiri-5738	189	11	variable	variable	ADJ
ajiri-5738	189	12	coefficient	coefficient	NOUN
ajiri-5738	189	13	(	(	PUNCT
ajiri-5738	189	14	β	β	NOUN
ajiri-5738	189	15	)	)	PUNCT
ajiri-5738	189	16	std	std	NOUN
ajiri-5738	189	17	.	.	NOUN
ajiri-5738	189	18	error	error	NOUN
ajiri-5738	189	19	t	t	NOUN
ajiri-5738	189	20	-	-	PUNCT
ajiri-5738	189	21	value	value	NOUN
ajiri-5738	189	22	p	p	NOUN
ajiri-5738	189	23	-	-	PUNCT
ajiri-5738	189	24	value	value	NOUN
ajiri-5738	189	25	95	95	NUM
ajiri-5738	189	26	%	%	NOUN
ajiri-5738	189	27	ci	ci	NOUN
ajiri-5738	189	28	lower	low	ADJ
ajiri-5738	189	29	95	95	NUM
ajiri-5738	189	30	%	%	NOUN
ajiri-5738	189	31	ci	ci	NOUN
ajiri-5738	189	32	upper	upper	ADJ
ajiri-5738	189	33	intercept	intercept	NOUN
ajiri-5738	189	34	(	(	PUNCT
ajiri-5738	189	35	const	const	NOUN
ajiri-5738	189	36	)	)	PUNCT
ajiri-5738	189	37	6.9800	6.9800	NUM
ajiri-5738	189	38	2.950	2.950	NUM
ajiri-5738	189	39	2.367	2.367	NUM
ajiri-5738	189	40	0.020	0.020	NUM
ajiri-5738	189	41	1.168	1.168	NUM
ajiri-5738	189	42	12.792	12.792	NUM
ajiri-5738	189	43	lcr	lcr	NOUN
ajiri-5738	189	44	-1.1850	-1.1850	VERB
ajiri-5738	189	45	0.468	0.468	NUM
ajiri-5738	189	46	-2.530	-2.530	NUM
ajiri-5738	189	47	0.012	0.012	NUM
ajiri-5738	189	48	-2.104	-2.104	NOUN
ajiri-5738	189	49	-0.266	-0.266	PUNCT
ajiri-5738	190	1	liquid_assets_percent	liquid_assets_percent	PROPN
ajiri-5738	190	2	-0.0420	-0.0420	VERB
ajiri-5738	190	3	0.016	0.016	NUM
ajiri-5738	190	4	-2.625	-2.625	NUM
ajiri-5738	190	5	0.009	0.009	NUM
ajiri-5738	190	6	-0.074	-0.074	X
ajiri-5738	190	7	-0.010	-0.010	PUNCT
ajiri-5738	191	1	funding_ratio	funding_ratio	NOUN
ajiri-5738	191	2	-1.0500	-1.0500	NOUN
ajiri-5738	191	3	0.452	0.452	NUM
ajiri-5738	191	4	-2.322	-2.322	PROPN
ajiri-5738	191	5	0.022	0.022	NUM
ajiri-5738	191	6	-1.940	-1.940	PUNCT
ajiri-5738	191	7	-0.160	-0.160	VERB
ajiri-5738	191	8	interest_cost_percent	interest_cost_percent	ADP
ajiri-5738	191	9	0.3050	0.3050	NUM
ajiri-5738	191	10	0.125	0.125	NUM
ajiri-5738	191	11	2.440	2.440	NUM
ajiri-5738	191	12	0.016	0.016	NUM
ajiri-5738	191	13	0.058	0.058	NUM
ajiri-5738	191	14	0.552	0.552	NUM
ajiri-5738	191	15	inflation_rate_percent	inflation_rate_percent	NUM
ajiri-5738	191	16	1.0800	1.0800	NUM
ajiri-5738	191	17	0.385	0.385	NUM
ajiri-5738	191	18	2.805	2.805	NUM
ajiri-5738	191	19	0.005	0.005	NUM
ajiri-5738	191	20	0.320	0.320	NUM
ajiri-5738	191	21	1.840	1.840	NUM
ajiri-5738	191	22	credit_rating_score	credit_rating_score	NOUN
ajiri-5738	191	23	-0.0480	-0.0480	PROPN
ajiri-5738	191	24	0.020	0.020	NUM
ajiri-5738	191	25	-2.400	-2.400	NOUN
ajiri-5738	191	26	0.018	0.018	NUM
ajiri-5738	191	27	-0.088	-0.088	NUM
ajiri-5738	191	28	-0.008	-0.008	PUNCT
ajiri-5738	192	1	interest_rate_policy	interest_rate_policy	PROPN
ajiri-5738	192	2	-0.1450	-0.1450	NOUN
ajiri-5738	193	1	0.088	0.088	NUM
ajiri-5738	193	2	-1.648	-1.648	PUNCT
ajiri-5738	194	1	0.101	0.101	NUM
ajiri-5738	194	2	-0.318	-0.318	NUM
ajiri-5738	194	3	0.028	0.028	NUM
ajiri-5738	194	4	gdp_growth_percent	gdp_growth_percent	NOUN
ajiri-5738	194	5	0.1900	0.1900	NUM
ajiri-5738	194	6	0.165	0.165	NUM
ajiri-5738	194	7	1.152	1.152	NUM
ajiri-5738	194	8	0.250	0.250	NUM
ajiri-5738	194	9	-0.133	-0.133	NUM
ajiri-5738	194	10	0.513	0.513	NUM
ajiri-5738	194	11	pa	pa	PROPN
ajiri-5738	194	12	ge	ge	PROPN
ajiri-5738	194	13	57	57	NUM
ajiri-5738	194	14	https://journals.e-palli.com/home/index.php/ajiri	https://journals.e-palli.com/home/index.php/ajiri	PROPN
ajiri-5738	194	15	am	be	AUX
ajiri-5738	194	16	.	.	PUNCT
ajiri-5738	195	1	j.	j.	PROPN
ajiri-5738	195	2	interdiscip	interdiscip	PROPN
ajiri-5738	195	3	.	.	PUNCT
ajiri-5738	196	1	res	re	NOUN
ajiri-5738	196	2	.	.	PUNCT
ajiri-5738	197	1	innov	innov	PROPN
ajiri-5738	197	2	.	.	PUNCT
ajiri-5738	198	1	4(3	4(3	NUM
ajiri-5738	198	2	)	)	PUNCT
ajiri-5738	198	3	50	50	NUM
ajiri-5738	198	4	-	-	SYM
ajiri-5738	198	5	61	61	NUM
ajiri-5738	198	6	,	,	PUNCT
ajiri-5738	198	7	2025	2025	NUM
ajiri-5738	198	8	similarly	similarly	ADV
ajiri-5738	198	9	,	,	PUNCT
ajiri-5738	198	10	inflation	inflation	NOUN
ajiri-5738	198	11	rate	rate	NOUN
ajiri-5738	198	12	(	(	PUNCT
ajiri-5738	198	13	%	%	INTJ
ajiri-5738	198	14	)	)	PUNCT
ajiri-5738	198	15	(	(	PUNCT
ajiri-5738	198	16	β	β	X
ajiri-5738	198	17	=	=	PUNCT
ajiri-5738	198	18	1.080	1.080	NUM
ajiri-5738	198	19	,	,	PUNCT
ajiri-5738	198	20	p	p	NOUN
ajiri-5738	198	21	=	=	NOUN
ajiri-5738	198	22	0.005	0.005	NUM
ajiri-5738	198	23	)	)	PUNCT
ajiri-5738	198	24	exerts	exert	VERB
ajiri-5738	198	25	a	a	DET
ajiri-5738	198	26	significant	significant	ADJ
ajiri-5738	198	27	positive	positive	ADJ
ajiri-5738	198	28	influence	influence	NOUN
ajiri-5738	198	29	,	,	PUNCT
ajiri-5738	198	30	reflecting	reflect	VERB
ajiri-5738	198	31	the	the	DET
ajiri-5738	198	32	vulnerability	vulnerability	NOUN
ajiri-5738	198	33	of	of	ADP
ajiri-5738	198	34	nbfis	nbfis	NOUN
ajiri-5738	198	35	to	to	ADP
ajiri-5738	198	36	macroeconomic	macroeconomic	ADJ
ajiri-5738	198	37	inflationary	inflationary	ADJ
ajiri-5738	198	38	pressures	pressure	NOUN
ajiri-5738	198	39	.	.	PUNCT
ajiri-5738	199	1	credit	credit	NOUN
ajiri-5738	199	2	rating	rating	NOUN
ajiri-5738	199	3	score	score	NOUN
ajiri-5738	199	4	also	also	ADV
ajiri-5738	199	5	emerges	emerge	VERB
ajiri-5738	199	6	as	as	ADV
ajiri-5738	199	7	significant	significant	ADJ
ajiri-5738	199	8	(	(	PUNCT
ajiri-5738	199	9	β	β	X
ajiri-5738	199	10	=	=	SYM
ajiri-5738	199	11	–	–	PUNCT
ajiri-5738	199	12	0.048	0.048	NUM
ajiri-5738	199	13	,	,	PUNCT
ajiri-5738	199	14	p	p	NOUN
ajiri-5738	199	15	=	=	NOUN
ajiri-5738	199	16	0.018	0.018	NUM
ajiri-5738	199	17	)	)	PUNCT
ajiri-5738	199	18	,	,	PUNCT
ajiri-5738	199	19	implying	imply	VERB
ajiri-5738	199	20	that	that	SCONJ
ajiri-5738	199	21	institutions	institution	NOUN
ajiri-5738	199	22	with	with	ADP
ajiri-5738	199	23	better	well	ADJ
ajiri-5738	199	24	credit	credit	NOUN
ajiri-5738	199	25	ratings	rating	NOUN
ajiri-5738	199	26	are	be	AUX
ajiri-5738	199	27	less	less	ADV
ajiri-5738	199	28	likely	likely	ADJ
ajiri-5738	199	29	to	to	PART
ajiri-5738	199	30	face	face	VERB
ajiri-5738	199	31	business	business	NOUN
ajiri-5738	199	32	discontinuity	discontinuity	NOUN
ajiri-5738	199	33	.	.	PUNCT
ajiri-5738	200	1	while	while	SCONJ
ajiri-5738	200	2	interest	interest	NOUN
ajiri-5738	200	3	rate	rate	NOUN
ajiri-5738	200	4	(	(	PUNCT
ajiri-5738	200	5	policy	policy	NOUN
ajiri-5738	200	6	)	)	PUNCT
ajiri-5738	200	7	and	and	CCONJ
ajiri-5738	200	8	gdp	gdp	NOUN
ajiri-5738	200	9	growth	growth	NOUN
ajiri-5738	200	10	(	(	PUNCT
ajiri-5738	200	11	%	%	INTJ
ajiri-5738	200	12	)	)	PUNCT
ajiri-5738	200	13	are	be	AUX
ajiri-5738	200	14	not	not	PART
ajiri-5738	200	15	statistically	statistically	ADV
ajiri-5738	200	16	significant	significant	ADJ
ajiri-5738	200	17	in	in	ADP
ajiri-5738	200	18	this	this	DET
ajiri-5738	200	19	model	model	NOUN
ajiri-5738	200	20	,	,	PUNCT
ajiri-5738	200	21	their	their	PRON
ajiri-5738	200	22	directions	direction	NOUN
ajiri-5738	200	23	indicate	indicate	VERB
ajiri-5738	200	24	potential	potential	ADJ
ajiri-5738	200	25	macroeconomic	macroeconomic	ADJ
ajiri-5738	200	26	effects	effect	NOUN
ajiri-5738	200	27	worth	worth	ADJ
ajiri-5738	200	28	monitoring	monitoring	NOUN
ajiri-5738	200	29	.	.	PUNCT
ajiri-5738	201	1	model	model	PROPN
ajiri-5738	201	2	diagnostic	diagnostic	ADJ
ajiri-5738	201	3	the	the	DET
ajiri-5738	201	4	model	model	NOUN
ajiri-5738	201	5	demonstrates	demonstrate	VERB
ajiri-5738	201	6	a	a	DET
ajiri-5738	201	7	strong	strong	ADJ
ajiri-5738	201	8	fit	fit	NOUN
ajiri-5738	201	9	for	for	ADP
ajiri-5738	201	10	explaining	explain	VERB
ajiri-5738	201	11	business	business	NOUN
ajiri-5738	201	12	discontinuity	discontinuity	NOUN
ajiri-5738	201	13	among	among	ADP
ajiri-5738	201	14	nbfi	nbfi	PROPN
ajiri-5738	201	15	,	,	PUNCT
ajiri-5738	201	16	with	with	ADP
ajiri-5738	201	17	an	an	DET
ajiri-5738	201	18	r	r	NOUN
ajiri-5738	201	19	-	-	PUNCT
ajiri-5738	201	20	squared	square	VERB
ajiri-5738	201	21	of	of	ADP
ajiri-5738	201	22	0.482	0.482	NUM
ajiri-5738	201	23	and	and	CCONJ
ajiri-5738	201	24	an	an	DET
ajiri-5738	201	25	adjusted	adjusted	ADJ
ajiri-5738	201	26	r	r	NOUN
ajiri-5738	201	27	-	-	PUNCT
ajiri-5738	201	28	squared	square	VERB
ajiri-5738	201	29	of	of	ADP
ajiri-5738	201	30	0.451	0.451	NUM
ajiri-5738	201	31	,	,	PUNCT
ajiri-5738	201	32	indicating	indicate	VERB
ajiri-5738	201	33	substantial	substantial	ADJ
ajiri-5738	201	34	explanatory	explanatory	ADJ
ajiri-5738	201	35	power	power	NOUN
ajiri-5738	201	36	.	.	PUNCT
ajiri-5738	202	1	the	the	DET
ajiri-5738	202	2	f	f	NOUN
ajiri-5738	202	3	-	-	PUNCT
ajiri-5738	202	4	statistic	statistic	NOUN
ajiri-5738	202	5	(	(	PUNCT
ajiri-5738	202	6	15.62	15.62	NUM
ajiri-5738	202	7	,	,	PUNCT
ajiri-5738	202	8	p	p	X
ajiri-5738	202	9	<	<	X
ajiri-5738	202	10	0.001	0.001	NUM
ajiri-5738	202	11	)	)	PUNCT
ajiri-5738	202	12	confirms	confirm	VERB
ajiri-5738	202	13	overall	overall	ADJ
ajiri-5738	202	14	model	model	NOUN
ajiri-5738	202	15	significance	significance	NOUN
ajiri-5738	202	16	,	,	PUNCT
ajiri-5738	202	17	while	while	SCONJ
ajiri-5738	202	18	a	a	DET
ajiri-5738	202	19	durbinwatson	durbinwatson	NOUN
ajiri-5738	202	20	value	value	NOUN
ajiri-5738	202	21	of	of	ADP
ajiri-5738	202	22	1.940	1.940	NUM
ajiri-5738	202	23	suggests	suggest	VERB
ajiri-5738	202	24	no	no	DET
ajiri-5738	202	25	serious	serious	ADJ
ajiri-5738	202	26	autocorrelation	autocorrelation	NOUN
ajiri-5738	202	27	.	.	PUNCT
ajiri-5738	203	1	low	low	ADJ
ajiri-5738	203	2	aic	aic	PROPN
ajiri-5738	203	3	and	and	CCONJ
ajiri-5738	203	4	bic	bic	PROPN
ajiri-5738	203	5	values	value	NOUN
ajiri-5738	203	6	reflect	reflect	VERB
ajiri-5738	203	7	a	a	DET
ajiri-5738	203	8	good	good	ADJ
ajiri-5738	203	9	balance	balance	NOUN
ajiri-5738	203	10	between	between	ADP
ajiri-5738	203	11	fit	fit	ADJ
ajiri-5738	203	12	and	and	CCONJ
ajiri-5738	203	13	complexity	complexity	NOUN
ajiri-5738	203	14	,	,	PUNCT
ajiri-5738	203	15	and	and	CCONJ
ajiri-5738	203	16	the	the	DET
ajiri-5738	203	17	condition	condition	NOUN
ajiri-5738	203	18	number	number	NOUN
ajiri-5738	203	19	(	(	PUNCT
ajiri-5738	203	20	39,200	39,200	NUM
ajiri-5738	203	21	)	)	PUNCT
ajiri-5738	203	22	,	,	PUNCT
ajiri-5738	203	23	supported	support	VERB
ajiri-5738	203	24	by	by	ADP
ajiri-5738	203	25	earlier	early	ADJ
ajiri-5738	203	26	vif	vif	NOUN
ajiri-5738	203	27	results	result	NOUN
ajiri-5738	203	28	,	,	PUNCT
ajiri-5738	203	29	indicates	indicate	VERB
ajiri-5738	203	30	no	no	DET
ajiri-5738	203	31	problematic	problematic	ADJ
ajiri-5738	203	32	table	table	NOUN
ajiri-5738	203	33	4	4	NUM
ajiri-5738	203	34	:	:	PUNCT
ajiri-5738	203	35	model	model	NOUN
ajiri-5738	203	36	diagnostic	diagnostic	ADJ
ajiri-5738	203	37	test	test	NOUN
ajiri-5738	203	38	metric	metric	ADJ
ajiri-5738	203	39	value	value	NOUN
ajiri-5738	203	40	r	r	NOUN
ajiri-5738	203	41	-	-	PUNCT
ajiri-5738	203	42	squared	square	VERB
ajiri-5738	203	43	0.482	0.482	NUM
ajiri-5738	203	44	adjusted	adjusted	ADJ
ajiri-5738	203	45	r	r	NOUN
ajiri-5738	203	46	-	-	PUNCT
ajiri-5738	203	47	squared	square	VERB
ajiri-5738	203	48	0.451	0.451	NUM
ajiri-5738	203	49	f	f	X
ajiri-5738	203	50	-	-	PUNCT
ajiri-5738	203	51	statistic	statistic	ADJ
ajiri-5738	203	52	15.62	15.62	NUM
ajiri-5738	203	53	prob	prob	NOUN
ajiri-5738	203	54	(	(	PUNCT
ajiri-5738	203	55	f	f	NOUN
ajiri-5738	203	56	-	-	PUNCT
ajiri-5738	203	57	statistic	statistic	NOUN
ajiri-5738	203	58	)	)	PUNCT
ajiri-5738	203	59	0.000	0.000	NUM
ajiri-5738	203	60	observations	observation	NOUN
ajiri-5738	203	61	(	(	PUNCT
ajiri-5738	203	62	n	n	CCONJ
ajiri-5738	203	63	)	)	PUNCT
ajiri-5738	203	64	140	140	NUM
ajiri-5738	203	65	aic	aic	PROPN
ajiri-5738	203	66	512.4	512.4	NUM
ajiri-5738	203	67	bic	bic	PROPN
ajiri-5738	203	68	540.7	540.7	NUM
ajiri-5738	203	69	durbin	durbin	ADJ
ajiri-5738	203	70	-	-	PUNCT
ajiri-5738	203	71	watson	watson	NOUN
ajiri-5738	203	72	1.940	1.940	NUM
ajiri-5738	203	73	condition	condition	NOUN
ajiri-5738	203	74	number	number	NOUN
ajiri-5738	203	75	39,200	39,200	NUM
ajiri-5738	203	76	multicollinearity	multicollinearity	NOUN
ajiri-5738	203	77	shown	show	VERB
ajiri-5738	203	78	in	in	ADP
ajiri-5738	203	79	table	table	NOUN
ajiri-5738	203	80	4	4	NUM
ajiri-5738	203	81	.	.	PUNCT
ajiri-5738	204	1	likewsie	likewsie	ADJ
ajiri-5738	204	2	,	,	PUNCT
ajiri-5738	204	3	figrue	figrue	ADJ
ajiri-5738	204	4	3	3	NUM
ajiri-5738	204	5	qq	qq	NOUN
ajiri-5738	204	6	plot	plot	NOUN
ajiri-5738	204	7	that	that	PRON
ajiri-5738	204	8	compares	compare	VERB
ajiri-5738	204	9	the	the	DET
ajiri-5738	204	10	ordered	order	VERB
ajiri-5738	204	11	residuals	residual	NOUN
ajiri-5738	204	12	of	of	ADP
ajiri-5738	204	13	a	a	DET
ajiri-5738	204	14	dataset	dataset	NOUN
ajiri-5738	204	15	against	against	ADP
ajiri-5738	204	16	the	the	DET
ajiri-5738	204	17	theoretical	theoretical	ADJ
ajiri-5738	204	18	quantiles	quantile	NOUN
ajiri-5738	204	19	of	of	ADP
ajiri-5738	204	20	a	a	DET
ajiri-5738	204	21	normal	normal	ADJ
ajiri-5738	204	22	distribution	distribution	NOUN
ajiri-5738	204	23	.	.	PUNCT
ajiri-5738	205	1	the	the	DET
ajiri-5738	205	2	x	x	X
ajiri-5738	205	3	-	-	NOUN
ajiri-5738	205	4	axis	axis	NOUN
ajiri-5738	205	5	represents	represent	VERB
ajiri-5738	205	6	the	the	DET
ajiri-5738	205	7	theoretical	theoretical	ADJ
ajiri-5738	205	8	quantiles	quantile	NOUN
ajiri-5738	205	9	,	,	PUNCT
ajiri-5738	205	10	ranging	range	VERB
ajiri-5738	205	11	from	from	ADP
ajiri-5738	205	12	approximately	approximately	ADV
ajiri-5738	205	13	-2	-2	NOUN
ajiri-5738	205	14	to	to	ADP
ajiri-5738	205	15	2	2	NUM
ajiri-5738	205	16	,	,	PUNCT
ajiri-5738	205	17	while	while	SCONJ
ajiri-5738	205	18	the	the	DET
ajiri-5738	205	19	y	y	NOUN
ajiri-5738	205	20	-	-	PUNCT
ajiri-5738	205	21	axis	axis	NOUN
ajiri-5738	205	22	represents	represent	VERB
ajiri-5738	205	23	the	the	DET
ajiri-5738	205	24	ordered	order	VERB
ajiri-5738	205	25	values	value	NOUN
ajiri-5738	205	26	,	,	PUNCT
ajiri-5738	205	27	ranging	range	VERB
ajiri-5738	205	28	from	from	ADP
ajiri-5738	205	29	about	about	ADP
ajiri-5738	205	30	-6	-6	PROPN
ajiri-5738	205	31	to	to	ADP
ajiri-5738	205	32	6	6	NUM
ajiri-5738	205	33	.	.	PUNCT
ajiri-5738	206	1	a	a	DET
ajiri-5738	206	2	red	red	ADJ
ajiri-5738	206	3	diagonal	diagonal	ADJ
ajiri-5738	206	4	line	line	NOUN
ajiri-5738	206	5	indicates	indicate	VERB
ajiri-5738	206	6	where	where	SCONJ
ajiri-5738	206	7	the	the	DET
ajiri-5738	206	8	points	point	NOUN
ajiri-5738	206	9	would	would	AUX
ajiri-5738	206	10	lie	lie	VERB
ajiri-5738	206	11	if	if	SCONJ
ajiri-5738	206	12	the	the	DET
ajiri-5738	206	13	residuals	residual	NOUN
ajiri-5738	206	14	perfectly	perfectly	ADV
ajiri-5738	206	15	followed	follow	VERB
ajiri-5738	206	16	a	a	DET
ajiri-5738	206	17	normal	normal	ADJ
ajiri-5738	206	18	distribution	distribution	NOUN
ajiri-5738	206	19	.	.	PUNCT
ajiri-5738	207	1	the	the	DET
ajiri-5738	207	2	blue	blue	ADJ
ajiri-5738	207	3	points	point	NOUN
ajiri-5738	207	4	,	,	PUNCT
ajiri-5738	207	5	representing	represent	VERB
ajiri-5738	207	6	the	the	DET
ajiri-5738	207	7	actual	actual	ADJ
ajiri-5738	207	8	ordered	order	VERB
ajiri-5738	207	9	residuals	residual	NOUN
ajiri-5738	207	10	,	,	PUNCT
ajiri-5738	207	11	generally	generally	ADV
ajiri-5738	207	12	follow	follow	VERB
ajiri-5738	207	13	the	the	DET
ajiri-5738	207	14	red	red	ADJ
ajiri-5738	207	15	line	line	NOUN
ajiri-5738	207	16	,	,	PUNCT
ajiri-5738	207	17	suggesting	suggest	VERB
ajiri-5738	207	18	that	that	SCONJ
ajiri-5738	207	19	the	the	DET
ajiri-5738	207	20	residuals	residual	NOUN
ajiri-5738	207	21	are	be	AUX
ajiri-5738	207	22	approximately	approximately	ADV
ajiri-5738	207	23	normally	normally	ADV
ajiri-5738	207	24	distributed	distribute	VERB
ajiri-5738	207	25	.	.	PUNCT
ajiri-5738	208	1	however	however	ADV
ajiri-5738	208	2	,	,	PUNCT
ajiri-5738	208	3	there	there	PRON
ajiri-5738	208	4	are	be	VERB
ajiri-5738	208	5	slight	slight	ADJ
ajiri-5738	208	6	deviations	deviation	NOUN
ajiri-5738	208	7	,	,	PUNCT
ajiri-5738	208	8	particularly	particularly	ADV
ajiri-5738	208	9	at	at	ADP
ajiri-5738	208	10	the	the	DET
ajiri-5738	208	11	extremes	extreme	NOUN
ajiri-5738	208	12	,	,	PUNCT
ajiri-5738	208	13	where	where	SCONJ
ajiri-5738	208	14	the	the	DET
ajiri-5738	208	15	points	point	NOUN
ajiri-5738	208	16	deviate	deviate	VERB
ajiri-5738	208	17	from	from	ADP
ajiri-5738	208	18	the	the	DET
ajiri-5738	208	19	line	line	NOUN
ajiri-5738	208	20	,	,	PUNCT
ajiri-5738	208	21	indicating	indicate	VERB
ajiri-5738	208	22	potential	potential	ADJ
ajiri-5738	208	23	minor	minor	ADJ
ajiri-5738	208	24	departures	departure	NOUN
ajiri-5738	208	25	from	from	ADP
ajiri-5738	208	26	normality	normality	NOUN
ajiri-5738	208	27	,	,	PUNCT
ajiri-5738	208	28	such	such	ADJ
ajiri-5738	208	29	as	as	ADP
ajiri-5738	208	30	heavier	heavy	ADJ
ajiri-5738	208	31	tails	tail	NOUN
ajiri-5738	208	32	or	or	CCONJ
ajiri-5738	208	33	slight	slight	ADJ
ajiri-5738	208	34	skewness	skewness	NOUN
ajiri-5738	208	35	.	.	PUNCT
ajiri-5738	209	1	figure	figure	NOUN
ajiri-5738	209	2	3	3	NUM
ajiri-5738	209	3	:	:	PUNCT
ajiri-5738	209	4	qq	qq	NOUN
ajiri-5738	209	5	plot	plot	NOUN
ajiri-5738	209	6	discussion	discussion	NOUN
ajiri-5738	209	7	the	the	DET
ajiri-5738	209	8	results	result	NOUN
ajiri-5738	209	9	indicate	indicate	VERB
ajiri-5738	209	10	that	that	SCONJ
ajiri-5738	209	11	increased	increase	VERB
ajiri-5738	209	12	liquidity	liquidity	NOUN
ajiri-5738	209	13	strength	strength	NOUN
ajiri-5738	209	14	,	,	PUNCT
ajiri-5738	209	15	as	as	SCONJ
ajiri-5738	209	16	measured	measure	VERB
ajiri-5738	209	17	by	by	ADP
ajiri-5738	209	18	the	the	DET
ajiri-5738	209	19	lcr	lcr	NOUN
ajiri-5738	209	20	,	,	PUNCT
ajiri-5738	209	21	liquid	liquid	ADJ
ajiri-5738	209	22	assets	asset	NOUN
ajiri-5738	209	23	(	(	PUNCT
ajiri-5738	209	24	%	%	INTJ
ajiri-5738	209	25	)	)	PUNCT
ajiri-5738	209	26	and	and	CCONJ
ajiri-5738	209	27	funding	funding	NOUN
ajiri-5738	209	28	ratio	ratio	NOUN
ajiri-5738	209	29	,	,	PUNCT
ajiri-5738	209	30	is	be	AUX
ajiri-5738	209	31	an	an	DET
ajiri-5738	209	32	important	important	ADJ
ajiri-5738	209	33	factor	factor	NOUN
ajiri-5738	209	34	in	in	ADP
ajiri-5738	209	35	minimizing	minimize	VERB
ajiri-5738	209	36	the	the	DET
ajiri-5738	209	37	risks	risk	NOUN
ajiri-5738	209	38	of	of	ADP
ajiri-5738	209	39	discontinuity	discontinuity	NOUN
ajiri-5738	209	40	of	of	ADP
ajiri-5738	209	41	the	the	DET
ajiri-5738	209	42	business	business	NOUN
ajiri-5738	209	43	among	among	ADP
ajiri-5738	209	44	financial	financial	ADJ
ajiri-5738	209	45	institutions	institution	NOUN
ajiri-5738	209	46	.	.	PUNCT
ajiri-5738	210	1	the	the	DET
ajiri-5738	210	2	result	result	NOUN
ajiri-5738	210	3	holds	hold	VERB
ajiri-5738	210	4	true	true	ADJ
ajiri-5738	210	5	to	to	ADP
ajiri-5738	210	6	the	the	DET
ajiri-5738	210	7	liquidity	liquidity	NOUN
ajiri-5738	210	8	preference	preference	NOUN
ajiri-5738	210	9	theory	theory	NOUN
ajiri-5738	210	10	that	that	SCONJ
ajiri-5738	210	11	institutions	institution	NOUN
ajiri-5738	210	12	in	in	ADP
ajiri-5738	210	13	time	time	NOUN
ajiri-5738	210	14	of	of	ADP
ajiri-5738	210	15	uncertainty	uncertainty	NOUN
ajiri-5738	210	16	are	be	AUX
ajiri-5738	210	17	concerned	concern	VERB
ajiri-5738	210	18	with	with	ADP
ajiri-5738	210	19	liquidity	liquidity	NOUN
ajiri-5738	210	20	to	to	PART
ajiri-5738	210	21	provide	provide	VERB
ajiri-5738	210	22	protection	protection	NOUN
ajiri-5738	210	23	against	against	ADP
ajiri-5738	210	24	uncertainties	uncertainty	NOUN
ajiri-5738	210	25	pa	pa	PROPN
ajiri-5738	210	26	ge	ge	PROPN
ajiri-5738	210	27	58	58	NUM
ajiri-5738	210	28	https://journals.e-palli.com/home/index.php/ajiri	https://journals.e-palli.com/home/index.php/ajiri	PROPN
ajiri-5738	210	29	am	be	AUX
ajiri-5738	210	30	.	.	PUNCT
ajiri-5738	211	1	j.	j.	PROPN
ajiri-5738	211	2	interdiscip	interdiscip	PROPN
ajiri-5738	211	3	.	.	PUNCT
ajiri-5738	212	1	res	re	NOUN
ajiri-5738	212	2	.	.	PUNCT
ajiri-5738	213	1	innov	innov	PROPN
ajiri-5738	213	2	.	.	PUNCT
ajiri-5738	214	1	4(3	4(3	NUM
ajiri-5738	214	2	)	)	PUNCT
ajiri-5738	214	3	50	50	NUM
ajiri-5738	214	4	-	-	SYM
ajiri-5738	214	5	61	61	NUM
ajiri-5738	214	6	,	,	PUNCT
ajiri-5738	214	7	2025	2025	NUM
ajiri-5738	214	8	of	of	ADP
ajiri-5738	214	9	obligations	obligation	NOUN
ajiri-5738	214	10	(	(	PUNCT
ajiri-5738	214	11	bonizzi	bonizzi	NOUN
ajiri-5738	214	12	&	&	CCONJ
ajiri-5738	214	13	kaltenbrunner	kaltenbrunner	NOUN
ajiri-5738	214	14	,	,	PUNCT
ajiri-5738	214	15	2021	2021	NUM
ajiri-5738	214	16	;	;	PUNCT
ajiri-5738	214	17	brady	brady	PROPN
ajiri-5738	214	18	,	,	PUNCT
ajiri-5738	214	19	2024	2024	NUM
ajiri-5738	214	20	)	)	PUNCT
ajiri-5738	214	21	.	.	PUNCT
ajiri-5738	215	1	the	the	DET
ajiri-5738	215	2	sampled	sample	VERB
ajiri-5738	215	3	institutions	institution	NOUN
ajiri-5738	215	4	had	have	VERB
ajiri-5738	215	5	more	more	ADJ
ajiri-5738	215	6	liquidity	liquidity	NOUN
ajiri-5738	215	7	buffers	buffer	NOUN
ajiri-5738	215	8	which	which	PRON
ajiri-5738	215	9	ensured	ensure	VERB
ajiri-5738	215	10	that	that	SCONJ
ajiri-5738	215	11	it	it	PRON
ajiri-5738	215	12	was	be	AUX
ajiri-5738	215	13	easier	easy	ADJ
ajiri-5738	215	14	to	to	PART
ajiri-5738	215	15	absorb	absorb	VERB
ajiri-5738	215	16	the	the	DET
ajiri-5738	215	17	short	short	ADJ
ajiri-5738	215	18	-	-	PUNCT
ajiri-5738	215	19	term	term	NOUN
ajiri-5738	215	20	shocks	shock	NOUN
ajiri-5738	215	21	without	without	ADP
ajiri-5738	215	22	having	have	VERB
ajiri-5738	215	23	to	to	PART
ajiri-5738	215	24	sell	sell	VERB
ajiri-5738	215	25	their	their	PRON
ajiri-5738	215	26	assets	asset	NOUN
ajiri-5738	215	27	involuntarily	involuntarily	ADV
ajiri-5738	215	28	or	or	CCONJ
ajiri-5738	215	29	borrowing	borrow	VERB
ajiri-5738	215	30	at	at	ADP
ajiri-5738	215	31	high	high	ADJ
ajiri-5738	215	32	rates	rate	NOUN
ajiri-5738	215	33	due	due	ADJ
ajiri-5738	215	34	to	to	ADP
ajiri-5738	215	35	an	an	DET
ajiri-5738	215	36	emergency	emergency	NOUN
ajiri-5738	215	37	liquidity	liquidity	NOUN
ajiri-5738	215	38	need	need	NOUN
ajiri-5738	215	39	.	.	PUNCT
ajiri-5738	216	1	this	this	PRON
ajiri-5738	216	2	is	be	AUX
ajiri-5738	216	3	in	in	ADP
ajiri-5738	216	4	concurrence	concurrence	NOUN
ajiri-5738	216	5	with	with	ADP
ajiri-5738	216	6	the	the	DET
ajiri-5738	216	7	findings	finding	NOUN
ajiri-5738	216	8	of	of	ADP
ajiri-5738	216	9	the	the	DET
ajiri-5738	216	10	(	(	PUNCT
ajiri-5738	216	11	barbier	barbier	NOUN
ajiri-5738	216	12	-	-	PUNCT
ajiri-5738	216	13	gauchard	gauchard	NOUN
ajiri-5738	216	14	et	et	PROPN
ajiri-5738	216	15	al	al	PROPN
ajiri-5738	216	16	.	.	PROPN
ajiri-5738	216	17	,	,	PUNCT
ajiri-5738	216	18	2021	2021	NUM
ajiri-5738	216	19	)	)	PUNCT
ajiri-5738	216	20	that	that	PRON
ajiri-5738	216	21	sound	sound	VERB
ajiri-5738	216	22	liquidity	liquidity	NOUN
ajiri-5738	216	23	positions	position	NOUN
ajiri-5738	216	24	enhanced	enhance	VERB
ajiri-5738	216	25	the	the	DET
ajiri-5738	216	26	resilience	resilience	NOUN
ajiri-5738	216	27	of	of	ADP
ajiri-5738	216	28	banks	bank	NOUN
ajiri-5738	216	29	to	to	ADP
ajiri-5738	216	30	the	the	DET
ajiri-5738	216	31	eurozone	eurozone	NOUN
ajiri-5738	216	32	crisis	crisis	NOUN
ajiri-5738	216	33	.	.	PUNCT
ajiri-5738	217	1	on	on	ADP
ajiri-5738	217	2	the	the	DET
ajiri-5738	217	3	other	other	ADJ
ajiri-5738	217	4	hand	hand	NOUN
ajiri-5738	217	5	,	,	PUNCT
ajiri-5738	217	6	weaker	weak	ADJ
ajiri-5738	217	7	liquidity	liquidity	NOUN
ajiri-5738	217	8	covered	cover	VERB
ajiri-5738	217	9	institutions	institution	NOUN
ajiri-5738	217	10	were	be	AUX
ajiri-5738	217	11	under	under	ADP
ajiri-5738	217	12	a	a	DET
ajiri-5738	217	13	higher	high	ADJ
ajiri-5738	217	14	strain	strain	NOUN
ajiri-5738	217	15	of	of	ADP
ajiri-5738	217	16	operation	operation	NOUN
ajiri-5738	217	17	,	,	PUNCT
ajiri-5738	217	18	which	which	PRON
ajiri-5738	217	19	substantiates	substantiate	VERB
ajiri-5738	217	20	the	the	DET
ajiri-5738	217	21	hypothesis	hypothesis	NOUN
ajiri-5738	217	22	of	of	ADP
ajiri-5738	217	23	liquidity	liquidity	NOUN
ajiri-5738	217	24	spiral	spiral	NOUN
ajiri-5738	217	25	(	(	PUNCT
ajiri-5738	217	26	mishra	mishra	PROPN
ajiri-5738	217	27	et	et	PROPN
ajiri-5738	217	28	al	al	PROPN
ajiri-5738	217	29	.	.	PROPN
ajiri-5738	217	30	,	,	PUNCT
ajiri-5738	217	31	2021	2021	NUM
ajiri-5738	217	32	)	)	PUNCT
ajiri-5738	217	33	.	.	PUNCT
ajiri-5738	218	1	the	the	DET
ajiri-5738	218	2	findings	finding	NOUN
ajiri-5738	218	3	also	also	ADV
ajiri-5738	218	4	bear	bear	VERB
ajiri-5738	218	5	the	the	DET
ajiri-5738	218	6	theory	theory	NOUN
ajiri-5738	218	7	of	of	ADP
ajiri-5738	218	8	anticipated	anticipated	ADJ
ajiri-5738	218	9	income	income	NOUN
ajiri-5738	218	10	,	,	PUNCT
ajiri-5738	218	11	which	which	PRON
ajiri-5738	218	12	advocates	advocate	VERB
ajiri-5738	218	13	the	the	DET
ajiri-5738	218	14	match	match	NOUN
ajiri-5738	218	15	of	of	ADP
ajiri-5738	218	16	the	the	DET
ajiri-5738	218	17	obligations	obligation	NOUN
ajiri-5738	218	18	to	to	PART
ajiri-5738	218	19	expect	expect	VERB
ajiri-5738	218	20	future	future	ADJ
ajiri-5738	218	21	cash	cash	NOUN
ajiri-5738	218	22	flow	flow	NOUN
ajiri-5738	218	23	(	(	PUNCT
ajiri-5738	218	24	tolulope	tolulope	NOUN
ajiri-5738	218	25	,	,	PUNCT
ajiri-5738	218	26	2021	2021	NUM
ajiri-5738	218	27	)	)	PUNCT
ajiri-5738	218	28	.	.	PUNCT
ajiri-5738	219	1	increased	increase	VERB
ajiri-5738	219	2	levels	level	NOUN
ajiri-5738	219	3	of	of	ADP
ajiri-5738	219	4	funding	funding	NOUN
ajiri-5738	219	5	ratios	ratio	NOUN
ajiri-5738	219	6	in	in	ADP
ajiri-5738	219	7	this	this	DET
ajiri-5738	219	8	research	research	NOUN
ajiri-5738	219	9	mean	mean	VERB
ajiri-5738	219	10	good	good	ADJ
ajiri-5738	219	11	balanced	balanced	ADJ
ajiri-5738	219	12	liabilities	liability	NOUN
ajiri-5738	219	13	and	and	CCONJ
ajiri-5738	219	14	potential	potential	ADJ
ajiri-5738	219	15	revenues	revenue	NOUN
ajiri-5738	219	16	results	result	NOUN
ajiri-5738	219	17	with	with	ADP
ajiri-5738	219	18	risks	risk	NOUN
ajiri-5738	219	19	of	of	ADP
ajiri-5738	219	20	rolling	roll	VERB
ajiri-5738	219	21	reduced	reduce	VERB
ajiri-5738	219	22	.	.	PUNCT
ajiri-5738	220	1	the	the	DET
ajiri-5738	220	2	notable	notable	ADJ
ajiri-5738	220	3	effect	effect	NOUN
ajiri-5738	220	4	of	of	ADP
ajiri-5738	220	5	interest	interest	NOUN
ajiri-5738	220	6	cost	cost	NOUN
ajiri-5738	220	7	,	,	PUNCT
ajiri-5738	220	8	however	however	ADV
ajiri-5738	220	9	,	,	PUNCT
ajiri-5738	220	10	makes	make	VERB
ajiri-5738	220	11	it	it	PRON
ajiri-5738	220	12	apparent	apparent	ADJ
ajiri-5738	220	13	that	that	SCONJ
ajiri-5738	220	14	there	there	PRON
ajiri-5738	220	15	are	be	VERB
ajiri-5738	220	16	some	some	DET
ajiri-5738	220	17	institutions	institution	NOUN
ajiri-5738	220	18	who	who	PRON
ajiri-5738	220	19	remain	remain	VERB
ajiri-5738	220	20	dependent	dependent	ADJ
ajiri-5738	220	21	on	on	ADP
ajiri-5738	220	22	short	short	ADJ
ajiri-5738	220	23	term	term	NOUN
ajiri-5738	220	24	and	and	CCONJ
ajiri-5738	220	25	more	more	ADV
ajiri-5738	220	26	expensive	expensive	ADJ
ajiri-5738	220	27	sources	source	NOUN
ajiri-5738	220	28	of	of	ADP
ajiri-5738	220	29	funds	fund	NOUN
ajiri-5738	220	30	going	go	VERB
ajiri-5738	220	31	against	against	ADP
ajiri-5738	220	32	the	the	DET
ajiri-5738	220	33	theory	theory	NOUN
ajiri-5738	220	34	of	of	ADP
ajiri-5738	220	35	sustainable	sustainable	ADJ
ajiri-5738	220	36	cash	cash	NOUN
ajiri-5738	220	37	flow	flow	NOUN
ajiri-5738	220	38	matching	matching	NOUN
ajiri-5738	220	39	.	.	PUNCT
ajiri-5738	221	1	this	this	PRON
ajiri-5738	221	2	is	be	AUX
ajiri-5738	221	3	in	in	ADP
ajiri-5738	221	4	line	line	NOUN
ajiri-5738	221	5	with	with	ADP
ajiri-5738	221	6	(	(	PUNCT
ajiri-5738	221	7	karim	karim	PROPN
ajiri-5738	221	8	et	et	PROPN
ajiri-5738	221	9	al	al	PROPN
ajiri-5738	221	10	.	.	PROPN
ajiri-5738	221	11	,	,	PUNCT
ajiri-5738	221	12	2021	2021	NUM
ajiri-5738	221	13	)	)	PUNCT
ajiri-5738	221	14	who	who	PRON
ajiri-5738	221	15	determined	determine	VERB
ajiri-5738	221	16	that	that	SCONJ
ajiri-5738	221	17	south	south	ADJ
ajiri-5738	221	18	asian	asian	ADJ
ajiri-5738	221	19	banks	bank	NOUN
ajiri-5738	221	20	that	that	PRON
ajiri-5738	221	21	had	have	VERB
ajiri-5738	221	22	inconsistent	inconsistent	ADJ
ajiri-5738	221	23	loan	loan	NOUN
ajiri-5738	221	24	repayment	repayment	NOUN
ajiri-5738	221	25	schedules	schedule	NOUN
ajiri-5738	221	26	and	and	CCONJ
ajiri-5738	221	27	their	their	PRON
ajiri-5738	221	28	sources	source	NOUN
ajiri-5738	221	29	of	of	ADP
ajiri-5738	221	30	funding	funding	NOUN
ajiri-5738	221	31	were	be	AUX
ajiri-5738	221	32	more	more	ADV
ajiri-5738	221	33	likely	likely	ADJ
ajiri-5738	221	34	to	to	PART
ajiri-5738	221	35	experience	experience	VERB
ajiri-5738	221	36	a	a	DET
ajiri-5738	221	37	liquidity	liquidity	NOUN
ajiri-5738	221	38	crisis	crisis	NOUN
ajiri-5738	221	39	.	.	PUNCT
ajiri-5738	222	1	interest	interest	NOUN
ajiri-5738	222	2	cost	cost	NOUN
ajiri-5738	222	3	(	(	PUNCT
ajiri-5738	222	4	%	%	INTJ
ajiri-5738	222	5	)	)	PUNCT
ajiri-5738	222	6	has	have	VERB
ajiri-5738	222	7	a	a	DET
ajiri-5738	222	8	positive	positive	ADJ
ajiri-5738	222	9	and	and	CCONJ
ajiri-5738	222	10	significant	significant	ADJ
ajiri-5738	222	11	relation	relation	NOUN
ajiri-5738	222	12	to	to	ADP
ajiri-5738	222	13	discontinuity	discontinuity	NOUN
ajiri-5738	222	14	risk	risk	NOUN
ajiri-5738	222	15	that	that	PRON
ajiri-5738	222	16	identifies	identify	VERB
ajiri-5738	222	17	one	one	NUM
ajiri-5738	222	18	of	of	ADP
ajiri-5738	222	19	the	the	DET
ajiri-5738	222	20	main	main	ADJ
ajiri-5738	222	21	pressure	pressure	NOUN
ajiri-5738	222	22	points	point	NOUN
ajiri-5738	222	23	.	.	PUNCT
ajiri-5738	223	1	increase	increase	NOUN
ajiri-5738	223	2	in	in	ADP
ajiri-5738	223	3	the	the	DET
ajiri-5738	223	4	cost	cost	NOUN
ajiri-5738	223	5	of	of	ADP
ajiri-5738	223	6	funds	fund	NOUN
ajiri-5738	223	7	can	can	AUX
ajiri-5738	223	8	also	also	ADV
ajiri-5738	223	9	cause	cause	VERB
ajiri-5738	223	10	an	an	DET
ajiri-5738	223	11	erosion	erosion	NOUN
ajiri-5738	223	12	of	of	ADP
ajiri-5738	223	13	confidence	confidence	NOUN
ajiri-5738	223	14	by	by	ADP
ajiri-5738	223	15	shrinking	shrink	VERB
ajiri-5738	223	16	margins	margin	NOUN
ajiri-5738	223	17	,	,	PUNCT
ajiri-5738	223	18	reducing	reduce	VERB
ajiri-5738	223	19	lending	lending	NOUN
ajiri-5738	223	20	capacity	capacity	NOUN
ajiri-5738	223	21	as	as	ADP
ajiri-5738	223	22	(	(	PUNCT
ajiri-5738	223	23	atichasari	atichasari	X
ajiri-5738	223	24	et	et	PROPN
ajiri-5738	223	25	al	al	PROPN
ajiri-5738	223	26	.	.	PROPN
ajiri-5738	223	27	,	,	PUNCT
ajiri-5738	223	28	2023	2023	NUM
ajiri-5738	223	29	)	)	PUNCT
ajiri-5738	223	30	claim	claim	NOUN
ajiri-5738	223	31	.	.	PUNCT
ajiri-5738	224	1	this	this	DET
ajiri-5738	224	2	conclusion	conclusion	NOUN
ajiri-5738	224	3	is	be	AUX
ajiri-5738	224	4	consistent	consistent	ADJ
ajiri-5738	224	5	with	with	ADP
ajiri-5738	224	6	evidence	evidence	NOUN
ajiri-5738	224	7	provided	provide	VERB
ajiri-5738	224	8	by	by	ADP
ajiri-5738	224	9	imf	imf	NOUN
ajiri-5738	224	10	of	of	ADP
ajiri-5738	224	11	emerging	emerge	VERB
ajiri-5738	224	12	economies	economy	NOUN
ajiri-5738	224	13	,	,	PUNCT
ajiri-5738	224	14	where	where	SCONJ
ajiri-5738	224	15	the	the	DET
ajiri-5738	224	16	heavy	heavy	ADJ
ajiri-5738	224	17	cost	cost	NOUN
ajiri-5738	224	18	of	of	ADP
ajiri-5738	224	19	funding	funding	NOUN
ajiri-5738	224	20	and	and	CCONJ
ajiri-5738	224	21	limited	limited	ADJ
ajiri-5738	224	22	sources	source	NOUN
ajiri-5738	224	23	of	of	ADP
ajiri-5738	224	24	funding	funding	NOUN
ajiri-5738	224	25	,	,	PUNCT
ajiri-5738	224	26	were	be	AUX
ajiri-5738	224	27	usual	usual	ADJ
ajiri-5738	224	28	precursor	precursor	NOUN
ajiri-5738	224	29	to	to	ADP
ajiri-5738	224	30	institutional	institutional	ADJ
ajiri-5738	224	31	distress	distress	NOUN
ajiri-5738	224	32	(	(	PUNCT
ajiri-5738	224	33	kaplan	kaplan	PROPN
ajiri-5738	224	34	&	&	CCONJ
ajiri-5738	224	35	shim	shim	NOUN
ajiri-5738	224	36	,	,	PUNCT
ajiri-5738	224	37	2024	2024	NUM
ajiri-5738	224	38	)	)	PUNCT
ajiri-5738	224	39	.	.	PUNCT
ajiri-5738	225	1	the	the	DET
ajiri-5738	225	2	point	point	NOUN
ajiri-5738	225	3	is	be	AUX
ajiri-5738	225	4	that	that	SCONJ
ajiri-5738	225	5	even	even	ADV
ajiri-5738	225	6	liquidity	liquidity	NOUN
ajiri-5738	225	7	resilience	resilience	NOUN
ajiri-5738	225	8	is	be	AUX
ajiri-5738	225	9	not	not	PART
ajiri-5738	225	10	purely	purely	ADV
ajiri-5738	225	11	an	an	DET
ajiri-5738	225	12	asset	asset	NOUN
ajiri-5738	225	13	buffer	buffer	NOUN
ajiri-5738	225	14	dimension	dimension	NOUN
ajiri-5738	225	15	but	but	CCONJ
ajiri-5738	225	16	a	a	DET
ajiri-5738	225	17	low	low	ADJ
ajiri-5738	225	18	-	-	PUNCT
ajiri-5738	225	19	cost	cost	NOUN
ajiri-5738	225	20	,	,	PUNCT
ajiri-5738	225	21	diversified	diversify	VERB
ajiri-5738	225	22	funding	funding	NOUN
ajiri-5738	225	23	strategies	strategy	NOUN
ajiri-5738	225	24	aspect	aspect	VERB
ajiri-5738	225	25	.	.	PUNCT
ajiri-5738	226	1	another	another	DET
ajiri-5738	226	2	important	important	ADJ
ajiri-5738	226	3	destabilizing	destabilizing	ADJ
ajiri-5738	226	4	factor	factor	NOUN
ajiri-5738	226	5	came	come	VERB
ajiri-5738	226	6	in	in	ADP
ajiri-5738	226	7	the	the	DET
ajiri-5738	226	8	form	form	NOUN
ajiri-5738	226	9	of	of	ADP
ajiri-5738	226	10	inflation	inflation	NOUN
ajiri-5738	226	11	.	.	PUNCT
ajiri-5738	227	1	in	in	ADP
ajiri-5738	227	2	the	the	DET
ajiri-5738	227	3	perspectives	perspective	NOUN
ajiri-5738	227	4	of	of	ADP
ajiri-5738	227	5	the	the	DET
ajiri-5738	227	6	liquidity	liquidity	NOUN
ajiri-5738	227	7	preference	preference	NOUN
ajiri-5738	227	8	theory	theory	NOUN
ajiri-5738	227	9	,	,	PUNCT
ajiri-5738	227	10	high	high	ADJ
ajiri-5738	227	11	inflation	inflation	NOUN
ajiri-5738	227	12	will	will	AUX
ajiri-5738	227	13	diminish	diminish	VERB
ajiri-5738	227	14	the	the	DET
ajiri-5738	227	15	actual	actual	ADJ
ajiri-5738	227	16	value	value	NOUN
ajiri-5738	227	17	of	of	ADP
ajiri-5738	227	18	liquid	liquid	ADJ
ajiri-5738	227	19	assets	asset	NOUN
ajiri-5738	227	20	and	and	CCONJ
ajiri-5738	227	21	might	might	AUX
ajiri-5738	227	22	cause	cause	VERB
ajiri-5738	227	23	hoarding	hoarding	NOUN
ajiri-5738	227	24	of	of	ADP
ajiri-5738	227	25	instant	instant	ADJ
ajiri-5738	227	26	liquidity	liquidity	NOUN
ajiri-5738	227	27	at	at	ADP
ajiri-5738	227	28	early	early	ADJ
ajiri-5738	227	29	periods	period	NOUN
ajiri-5738	227	30	or	or	CCONJ
ajiri-5738	227	31	an	an	DET
ajiri-5738	227	32	insufficient	insufficient	ADJ
ajiri-5738	227	33	keeping	keeping	NOUN
ajiri-5738	227	34	up	up	ADP
ajiri-5738	227	35	of	of	ADP
ajiri-5738	227	36	reserves	reserve	NOUN
ajiri-5738	227	37	(	(	PUNCT
ajiri-5738	227	38	alaeddini	alaeddini	PROPN
ajiri-5738	227	39	et	et	PROPN
ajiri-5738	227	40	al	al	PROPN
ajiri-5738	227	41	.	.	PROPN
ajiri-5738	227	42	,	,	PUNCT
ajiri-5738	227	43	2023	2023	NUM
ajiri-5738	227	44	)	)	PUNCT
ajiri-5738	227	45	.	.	PUNCT
ajiri-5738	228	1	this	this	PRON
ajiri-5738	228	2	resembles	resemble	VERB
ajiri-5738	228	3	the	the	DET
ajiri-5738	228	4	findings	finding	NOUN
ajiri-5738	228	5	of	of	ADP
ajiri-5738	228	6	(	(	PUNCT
ajiri-5738	228	7	bhamra	bhamra	NOUN
ajiri-5738	228	8	et	et	PROPN
ajiri-5738	228	9	al	al	PROPN
ajiri-5738	228	10	.	.	PROPN
ajiri-5738	228	11	,	,	PUNCT
ajiri-5738	228	12	2023	2023	NUM
ajiri-5738	228	13	)	)	PUNCT
ajiri-5738	228	14	that	that	SCONJ
ajiri-5738	228	15	the	the	DET
ajiri-5738	228	16	positive	positive	ADJ
ajiri-5738	228	17	effect	effect	NOUN
ajiri-5738	228	18	of	of	ADP
ajiri-5738	228	19	an	an	DET
ajiri-5738	228	20	inflationary	inflationary	ADJ
ajiri-5738	228	21	shock	shock	NOUN
ajiri-5738	228	22	on	on	ADP
ajiri-5738	228	23	the	the	DET
ajiri-5738	228	24	risk	risk	NOUN
ajiri-5738	228	25	of	of	ADP
ajiri-5738	228	26	default	default	NOUN
ajiri-5738	228	27	can	can	AUX
ajiri-5738	228	28	be	be	AUX
ajiri-5738	228	29	attributed	attribute	VERB
ajiri-5738	228	30	to	to	ADP
ajiri-5738	228	31	the	the	DET
ajiri-5738	228	32	fact	fact	NOUN
ajiri-5738	228	33	that	that	SCONJ
ajiri-5738	228	34	real	real	ADJ
ajiri-5738	228	35	returns	return	NOUN
ajiri-5738	228	36	and	and	CCONJ
ajiri-5738	228	37	the	the	DET
ajiri-5738	228	38	ability	ability	NOUN
ajiri-5738	228	39	of	of	ADP
ajiri-5738	228	40	investors	investor	NOUN
ajiri-5738	228	41	to	to	PART
ajiri-5738	228	42	trust	trust	VERB
ajiri-5738	228	43	the	the	DET
ajiri-5738	228	44	securities	security	NOUN
ajiri-5738	228	45	are	be	AUX
ajiri-5738	228	46	weakened	weaken	VERB
ajiri-5738	228	47	.	.	PUNCT
ajiri-5738	229	1	similarly	similarly	ADV
ajiri-5738	229	2	,	,	PUNCT
ajiri-5738	229	3	(	(	PUNCT
ajiri-5738	229	4	fang	fang	X
ajiri-5738	229	5	et	et	PROPN
ajiri-5738	229	6	al	al	PROPN
ajiri-5738	229	7	.	.	PROPN
ajiri-5738	229	8	,	,	PUNCT
ajiri-5738	229	9	2025	2025	NUM
ajiri-5738	229	10	)	)	PUNCT
ajiri-5738	229	11	determined	determine	VERB
ajiri-5738	229	12	that	that	SCONJ
ajiri-5738	229	13	inflation	inflation	NOUN
ajiri-5738	229	14	drains	drain	VERB
ajiri-5738	229	15	capital	capital	NOUN
ajiri-5738	229	16	adequacy	adequacy	NOUN
ajiri-5738	229	17	and	and	CCONJ
ajiri-5738	229	18	market	market	NOUN
ajiri-5738	229	19	accessibility	accessibility	NOUN
ajiri-5738	229	20	,	,	PUNCT
ajiri-5738	229	21	particularly	particularly	ADV
ajiri-5738	229	22	in	in	ADP
ajiri-5738	229	23	the	the	DET
ajiri-5738	229	24	economy	economy	NOUN
ajiri-5738	229	25	that	that	PRON
ajiri-5738	229	26	does	do	AUX
ajiri-5738	229	27	not	not	PART
ajiri-5738	229	28	have	have	VERB
ajiri-5738	229	29	strong	strong	ADJ
ajiri-5738	229	30	hedging	hedging	NOUN
ajiri-5738	229	31	mechanisms	mechanism	NOUN
ajiri-5738	229	32	.	.	PUNCT
ajiri-5738	230	1	in	in	ADP
ajiri-5738	230	2	addition	addition	NOUN
ajiri-5738	230	3	,	,	PUNCT
ajiri-5738	230	4	the	the	DET
ajiri-5738	230	5	defensive	defensive	ADJ
ajiri-5738	230	6	effect	effect	NOUN
ajiri-5738	230	7	of	of	ADP
ajiri-5738	230	8	credit	credit	NOUN
ajiri-5738	230	9	rating	rating	NOUN
ajiri-5738	230	10	score	score	NOUN
ajiri-5738	230	11	is	be	AUX
ajiri-5738	230	12	also	also	ADV
ajiri-5738	230	13	noteworthy	noteworthy	ADJ
ajiri-5738	230	14	,	,	PUNCT
ajiri-5738	230	15	which	which	PRON
ajiri-5738	230	16	strengthens	strengthen	VERB
ajiri-5738	230	17	both	both	DET
ajiri-5738	230	18	theoretical	theoretical	ADJ
ajiri-5738	230	19	orientations	orientation	NOUN
ajiri-5738	230	20	.	.	PUNCT
ajiri-5738	231	1	institutions	institution	NOUN
ajiri-5738	231	2	of	of	ADP
ajiri-5738	231	3	those	those	PRON
ajiri-5738	231	4	which	which	PRON
ajiri-5738	231	5	are	be	AUX
ajiri-5738	231	6	rated	rate	VERB
ajiri-5738	231	7	higher	high	ADJ
ajiri-5738	231	8	probably	probably	ADV
ajiri-5738	231	9	share	share	VERB
ajiri-5738	231	10	characteristics	characteristic	NOUN
ajiri-5738	231	11	of	of	ADP
ajiri-5738	231	12	more	more	ADV
ajiri-5738	231	13	predictable	predictable	ADJ
ajiri-5738	231	14	cash	cash	NOUN
ajiri-5738	231	15	flows	flow	NOUN
ajiri-5738	231	16	,	,	PUNCT
ajiri-5738	231	17	lower	low	ADJ
ajiri-5738	231	18	costs	cost	NOUN
ajiri-5738	231	19	on	on	ADP
ajiri-5738	231	20	funding	funding	NOUN
ajiri-5738	231	21	and	and	CCONJ
ajiri-5738	231	22	greater	great	ADJ
ajiri-5738	231	23	market	market	NOUN
ajiri-5738	231	24	confidence	confidence	NOUN
ajiri-5738	231	25	,	,	PUNCT
ajiri-5738	231	26	which	which	PRON
ajiri-5738	231	27	is	be	AUX
ajiri-5738	231	28	consistent	consistent	ADJ
ajiri-5738	231	29	with	with	ADP
ajiri-5738	231	30	the	the	DET
ajiri-5738	231	31	anticipated	anticipate	VERB
ajiri-5738	231	32	income	income	NOUN
ajiri-5738	231	33	theory	theory	NOUN
ajiri-5738	231	34	that	that	SCONJ
ajiri-5738	231	35	both	both	PRON
ajiri-5738	231	36	considers	consider	VERB
ajiri-5738	231	37	stable	stable	ADJ
ajiri-5738	231	38	inflows	inflow	NOUN
ajiri-5738	231	39	and	and	CCONJ
ajiri-5738	231	40	liquidity	liquidity	NOUN
ajiri-5738	231	41	preference	preference	NOUN
ajiri-5738	231	42	theory	theory	NOUN
ajiri-5738	231	43	,	,	PUNCT
ajiri-5738	231	44	which	which	PRON
ajiri-5738	231	45	states	state	VERB
ajiri-5738	231	46	that	that	SCONJ
ajiri-5738	231	47	precautionary	precautionary	ADJ
ajiri-5738	231	48	liquidity	liquidity	NOUN
ajiri-5738	231	49	reserves	reserve	NOUN
ajiri-5738	231	50	are	be	AUX
ajiri-5738	231	51	necessary	necessary	ADJ
ajiri-5738	231	52	(	(	PUNCT
ajiri-5738	231	53	alhassan	alhassan	PROPN
ajiri-5738	231	54	&	&	CCONJ
ajiri-5738	231	55	islam	islam	PROPN
ajiri-5738	231	56	,	,	PUNCT
ajiri-5738	231	57	2021	2021	NUM
ajiri-5738	231	58	)	)	PUNCT
ajiri-5738	231	59	.	.	PUNCT
ajiri-5738	232	1	empirical	empirical	ADJ
ajiri-5738	232	2	evidence	evidence	NOUN
ajiri-5738	232	3	produced	produce	VERB
ajiri-5738	232	4	by	by	ADP
ajiri-5738	232	5	(	(	PUNCT
ajiri-5738	232	6	wu	wu	PROPN
ajiri-5738	232	7	et	et	PROPN
ajiri-5738	232	8	al	al	PROPN
ajiri-5738	232	9	.	.	PROPN
ajiri-5738	232	10	,	,	PUNCT
ajiri-5738	232	11	2023	2023	NUM
ajiri-5738	232	12	)	)	PUNCT
ajiri-5738	232	13	supports	support	VERB
ajiri-5738	232	14	the	the	DET
ajiri-5738	232	15	findings	finding	NOUN
ajiri-5738	232	16	depicting	depict	VERB
ajiri-5738	232	17	that	that	SCONJ
ajiri-5738	232	18	higher	high	ADJ
ajiri-5738	232	19	ratings	rating	NOUN
ajiri-5738	232	20	minimize	minimize	VERB
ajiri-5738	232	21	the	the	DET
ajiri-5738	232	22	contagion	contagion	NOUN
ajiri-5738	232	23	risk	risk	NOUN
ajiri-5738	232	24	and	and	CCONJ
ajiri-5738	232	25	increase	increase	VERB
ajiri-5738	232	26	access	access	NOUN
ajiri-5738	232	27	to	to	ADP
ajiri-5738	232	28	the	the	DET
ajiri-5738	232	29	markets	market	NOUN
ajiri-5738	232	30	in	in	ADP
ajiri-5738	232	31	case	case	NOUN
ajiri-5738	232	32	of	of	ADP
ajiri-5738	232	33	stress	stress	NOUN
ajiri-5738	232	34	.	.	PUNCT
ajiri-5738	233	1	importantly	importantly	ADV
ajiri-5738	233	2	,	,	PUNCT
ajiri-5738	233	3	these	these	PRON
ajiri-5738	233	4	findings	finding	NOUN
ajiri-5738	233	5	support	support	NOUN
ajiri-5738	233	6	theories	theory	NOUN
ajiri-5738	233	7	in	in	ADP
ajiri-5738	233	8	general	general	ADJ
ajiri-5738	233	9	,	,	PUNCT
ajiri-5738	233	10	but	but	CCONJ
ajiri-5738	233	11	at	at	ADP
ajiri-5738	233	12	the	the	DET
ajiri-5738	233	13	same	same	ADJ
ajiri-5738	233	14	point	point	NOUN
ajiri-5738	233	15	as	as	ADP
ajiri-5738	233	16	areas	area	NOUN
ajiri-5738	233	17	of	of	ADP
ajiri-5738	233	18	gap	gap	NOUN
ajiri-5738	233	19	.	.	PUNCT
ajiri-5738	234	1	the	the	DET
ajiri-5738	234	2	liquidity	liquidity	NOUN
ajiri-5738	234	3	preference	preference	NOUN
ajiri-5738	234	4	theory	theory	NOUN
ajiri-5738	234	5	has	have	AUX
ajiri-5738	234	6	been	be	AUX
ajiri-5738	234	7	used	use	VERB
ajiri-5738	234	8	to	to	PART
ajiri-5738	234	9	explain	explain	VERB
ajiri-5738	234	10	the	the	DET
ajiri-5738	234	11	usefulness	usefulness	NOUN
ajiri-5738	234	12	of	of	ADP
ajiri-5738	234	13	large	large	ADJ
ajiri-5738	234	14	buffers	buffer	NOUN
ajiri-5738	234	15	in	in	ADP
ajiri-5738	234	16	the	the	DET
ajiri-5738	234	17	market	market	NOUN
ajiri-5738	234	18	,	,	PUNCT
ajiri-5738	234	19	but	but	CCONJ
ajiri-5738	234	20	it	it	PRON
ajiri-5738	234	21	is	be	AUX
ajiri-5738	234	22	less	less	ADV
ajiri-5738	234	23	suited	suited	ADJ
ajiri-5738	234	24	in	in	ADP
ajiri-5738	234	25	solving	solve	VERB
ajiri-5738	234	26	the	the	DET
ajiri-5738	234	27	opportunity	opportunity	NOUN
ajiri-5738	234	28	cost	cost	NOUN
ajiri-5738	234	29	of	of	ADP
ajiri-5738	234	30	having	have	VERB
ajiri-5738	234	31	too	too	ADV
ajiri-5738	234	32	many	many	ADJ
ajiri-5738	234	33	idle	idle	ADJ
ajiri-5738	234	34	assets	asset	NOUN
ajiri-5738	234	35	where	where	SCONJ
ajiri-5738	234	36	growth	growth	NOUN
ajiri-5738	234	37	or	or	CCONJ
ajiri-5738	234	38	profitability	profitability	NOUN
ajiri-5738	234	39	is	be	AUX
ajiri-5738	234	40	constrained	constrain	VERB
ajiri-5738	234	41	because	because	SCONJ
ajiri-5738	234	42	of	of	ADP
ajiri-5738	234	43	idle	idle	ADJ
ajiri-5738	234	44	assets	asset	NOUN
ajiri-5738	234	45	.	.	PUNCT
ajiri-5738	235	1	similarly	similarly	ADV
ajiri-5738	235	2	,	,	PUNCT
ajiri-5738	235	3	the	the	DET
ajiri-5738	235	4	anticipated	anticipated	ADJ
ajiri-5738	235	5	income	income	NOUN
ajiri-5738	235	6	theory	theory	NOUN
ajiri-5738	235	7	provides	provide	VERB
ajiri-5738	235	8	a	a	DET
ajiri-5738	235	9	good	good	ADJ
ajiri-5738	235	10	basis	basis	NOUN
ajiri-5738	235	11	to	to	PART
ajiri-5738	235	12	arrange	arrange	VERB
ajiri-5738	235	13	funding	funding	NOUN
ajiri-5738	235	14	alignment	alignment	NOUN
ajiri-5738	235	15	,	,	PUNCT
ajiri-5738	235	16	but	but	CCONJ
ajiri-5738	235	17	it	it	PRON
ajiri-5738	235	18	can	can	AUX
ajiri-5738	235	19	be	be	AUX
ajiri-5738	235	20	inadequate	inadequate	ADJ
ajiri-5738	235	21	in	in	ADP
ajiri-5738	235	22	dealing	deal	VERB
ajiri-5738	235	23	with	with	ADP
ajiri-5738	235	24	macroeconomic	macroeconomic	ADJ
ajiri-5738	235	25	shockse.g	shockse.g	PROPN
ajiri-5738	235	26	.	.	PUNCT
ajiri-5738	236	1	inflation	inflation	NOUN
ajiri-5738	236	2	or	or	CCONJ
ajiri-5738	236	3	an	an	DET
ajiri-5738	236	4	increase	increase	NOUN
ajiri-5738	236	5	in	in	ADP
ajiri-5738	236	6	interest	interest	NOUN
ajiri-5738	236	7	rates	rate	NOUN
ajiri-5738	236	8	which	which	PRON
ajiri-5738	236	9	can	can	AUX
ajiri-5738	236	10	suddenly	suddenly	ADV
ajiri-5738	236	11	change	change	VERB
ajiri-5738	236	12	income	income	NOUN
ajiri-5738	236	13	flows	flow	NOUN
ajiri-5738	236	14	and	and	CCONJ
ajiri-5738	236	15	the	the	DET
ajiri-5738	236	16	costs	cost	NOUN
ajiri-5738	236	17	of	of	ADP
ajiri-5738	236	18	funding	funding	NOUN
ajiri-5738	236	19	.	.	PUNCT
ajiri-5738	237	1	this	this	DET
ajiri-5738	237	2	evidence	evidence	NOUN
ajiri-5738	237	3	indicates	indicate	VERB
ajiri-5738	237	4	that	that	SCONJ
ajiri-5738	237	5	driving	drive	VERB
ajiri-5738	237	6	forces	force	NOUN
ajiri-5738	237	7	in	in	ADP
ajiri-5738	237	8	contemporary	contemporary	ADJ
ajiri-5738	237	9	financial	financial	ADJ
ajiri-5738	237	10	systems	system	NOUN
ajiri-5738	237	11	require	require	VERB
ajiri-5738	237	12	manipulation	manipulation	NOUN
ajiri-5738	237	13	of	of	ADP
ajiri-5738	237	14	the	the	DET
ajiri-5738	237	15	theoretical	theoretical	ADJ
ajiri-5738	237	16	prescriptions	prescription	NOUN
ajiri-5738	237	17	to	to	PART
ajiri-5738	237	18	consider	consider	VERB
ajiri-5738	237	19	the	the	DET
ajiri-5738	237	20	association	association	NOUN
ajiri-5738	237	21	of	of	ADP
ajiri-5738	237	22	volatile	volatile	ADJ
ajiri-5738	237	23	capital	capital	NOUN
ajiri-5738	237	24	markets	market	NOUN
ajiri-5738	237	25	,	,	PUNCT
ajiri-5738	237	26	the	the	DET
ajiri-5738	237	27	regulatory	regulatory	ADJ
ajiri-5738	237	28	limitations	limitation	NOUN
ajiri-5738	237	29	,	,	PUNCT
ajiri-5738	237	30	as	as	ADV
ajiri-5738	237	31	well	well	ADV
ajiri-5738	237	32	as	as	ADP
ajiri-5738	237	33	technological	technological	ADJ
ajiri-5738	237	34	improvements	improvement	NOUN
ajiri-5738	237	35	in	in	ADP
ajiri-5738	237	36	the	the	DET
ajiri-5738	237	37	market	market	NOUN
ajiri-5738	237	38	of	of	ADP
ajiri-5738	237	39	liquidity	liquidity	NOUN
ajiri-5738	237	40	surveillance	surveillance	NOUN
ajiri-5738	237	41	.	.	PUNCT
ajiri-5738	238	1	overall	overall	ADV
ajiri-5738	238	2	,	,	PUNCT
ajiri-5738	238	3	the	the	DET
ajiri-5738	238	4	study	study	NOUN
ajiri-5738	238	5	supports	support	VERB
ajiri-5738	238	6	the	the	DET
ajiri-5738	238	7	predominance	predominance	NOUN
ajiri-5738	238	8	of	of	ADP
ajiri-5738	238	9	the	the	DET
ajiri-5738	238	10	literature	literature	NOUN
ajiri-5738	238	11	that	that	PRON
ajiri-5738	238	12	attributed	attribute	VERB
ajiri-5738	238	13	liquidity	liquidity	NOUN
ajiri-5738	238	14	buffers	buffer	NOUN
ajiri-5738	238	15	and	and	CCONJ
ajiri-5738	238	16	states	state	NOUN
ajiri-5738	238	17	that	that	PRON
ajiri-5738	238	18	cost	cost	VERB
ajiri-5738	238	19	management	management	NOUN
ajiri-5738	238	20	and	and	CCONJ
ajiri-5738	238	21	macroeconomic	macroeconomic	ADJ
ajiri-5738	238	22	stability	stability	NOUN
ajiri-5738	238	23	are	be	AUX
ajiri-5738	238	24	also	also	ADV
ajiri-5738	238	25	crucial	crucial	ADJ
ajiri-5738	238	26	aspects	aspect	NOUN
ajiri-5738	238	27	to	to	PART
ajiri-5738	238	28	prevent	prevent	VERB
ajiri-5738	238	29	discontinuity	discontinuity	NOUN
ajiri-5738	238	30	.	.	PUNCT
ajiri-5738	239	1	implications	implication	NOUN
ajiri-5738	239	2	of	of	ADP
ajiri-5738	239	3	findings	finding	NOUN
ajiri-5738	239	4	the	the	DET
ajiri-5738	239	5	combination	combination	NOUN
ajiri-5738	239	6	of	of	ADP
ajiri-5738	239	7	liquidity	liquidity	NOUN
ajiri-5738	239	8	preference	preference	NOUN
ajiri-5738	239	9	theory	theory	NOUN
ajiri-5738	239	10	and	and	CCONJ
ajiri-5738	239	11	anticipated	anticipate	VERB
ajiri-5738	239	12	income	income	NOUN
ajiri-5738	239	13	theory	theory	NOUN
ajiri-5738	239	14	with	with	ADP
ajiri-5738	239	15	the	the	DET
ajiri-5738	239	16	empirical	empirical	ADJ
ajiri-5738	239	17	results	result	NOUN
ajiri-5738	239	18	is	be	AUX
ajiri-5738	239	19	associated	associate	VERB
ajiri-5738	239	20	with	with	ADP
ajiri-5738	239	21	several	several	ADJ
ajiri-5738	239	22	policy	policy	NOUN
ajiri-5738	239	23	,	,	PUNCT
ajiri-5738	239	24	managerial	managerial	ADJ
ajiri-5738	239	25	,	,	PUNCT
ajiri-5738	239	26	and	and	CCONJ
ajiri-5738	239	27	strategic	strategic	ADJ
ajiri-5738	239	28	implications	implication	NOUN
ajiri-5738	239	29	.	.	PUNCT
ajiri-5738	240	1	first	first	ADV
ajiri-5738	240	2	,	,	PUNCT
ajiri-5738	240	3	the	the	DET
ajiri-5738	240	4	facts	fact	NOUN
ajiri-5738	240	5	that	that	SCONJ
ajiri-5738	240	6	higher	high	ADJ
ajiri-5738	240	7	lcr	lcr	NOUN
ajiri-5738	240	8	,	,	PUNCT
ajiri-5738	240	9	liquid	liquid	ADJ
ajiri-5738	240	10	assets	asset	NOUN
ajiri-5738	240	11	,	,	PUNCT
ajiri-5738	240	12	and	and	CCONJ
ajiri-5738	240	13	funding	funding	NOUN
ajiri-5738	240	14	ratios	ratio	NOUN
ajiri-5738	240	15	minimize	minimize	VERB
ajiri-5738	240	16	discontinuity	discontinuity	NOUN
ajiri-5738	240	17	risk	risk	NOUN
ajiri-5738	240	18	are	be	AUX
ajiri-5738	240	19	consistent	consistent	ADJ
ajiri-5738	240	20	with	with	ADP
ajiri-5738	240	21	the	the	DET
ajiri-5738	240	22	liquidity	liquidity	NOUN
ajiri-5738	240	23	preference	preference	NOUN
ajiri-5738	240	24	theory	theory	NOUN
ajiri-5738	240	25	of	of	ADP
ajiri-5738	240	26	demand	demand	NOUN
ajiri-5738	240	27	which	which	PRON
ajiri-5738	240	28	calls	call	VERB
ajiri-5738	240	29	on	on	ADP
ajiri-5738	240	30	precautionary	precautionary	ADJ
ajiri-5738	240	31	reserves	reserve	NOUN
ajiri-5738	240	32	.	.	PUNCT
ajiri-5738	241	1	it	it	PRON
ajiri-5738	241	2	is	be	AUX
ajiri-5738	241	3	thus	thus	ADV
ajiri-5738	241	4	important	important	ADJ
ajiri-5738	241	5	that	that	SCONJ
ajiri-5738	241	6	regulators	regulator	NOUN
ajiri-5738	241	7	do	do	AUX
ajiri-5738	241	8	not	not	PART
ajiri-5738	241	9	just	just	ADV
ajiri-5738	241	10	ensure	ensure	VERB
ajiri-5738	241	11	that	that	SCONJ
ajiri-5738	241	12	strong	strong	ADJ
ajiri-5738	241	13	standards	standard	NOUN
ajiri-5738	241	14	of	of	ADP
ajiri-5738	241	15	liquidity	liquidity	NOUN
ajiri-5738	241	16	buffers	buffer	NOUN
ajiri-5738	241	17	are	be	AUX
ajiri-5738	241	18	maintained	maintain	VERB
ajiri-5738	241	19	by	by	ADP
ajiri-5738	241	20	all	all	DET
ajiri-5738	241	21	financial	financial	ADJ
ajiri-5738	241	22	institutions	institution	NOUN
ajiri-5738	241	23	but	but	CCONJ
ajiri-5738	241	24	that	that	SCONJ
ajiri-5738	241	25	these	these	DET
ajiri-5738	241	26	reserves	reserve	NOUN
ajiri-5738	241	27	are	be	AUX
ajiri-5738	241	28	pro	pro	ADJ
ajiri-5738	241	29	-	-	ADJ
ajiri-5738	241	30	actively	actively	ADV
ajiri-5738	241	31	stressed	stress	VERB
ajiri-5738	241	32	in	in	ADP
ajiri-5738	241	33	varied	varied	ADJ
ajiri-5738	241	34	macroeconomic	macroeconomic	ADJ
ajiri-5738	241	35	and	and	CCONJ
ajiri-5738	241	36	market	market	NOUN
ajiri-5738	241	37	environments	environment	NOUN
ajiri-5738	241	38	.	.	PUNCT
ajiri-5738	242	1	basel	basel	PROPN
ajiri-5738	242	2	iii	iii	PROPN
ajiri-5738	242	3	standards	standard	NOUN
ajiri-5738	242	4	are	be	AUX
ajiri-5738	242	5	also	also	ADV
ajiri-5738	242	6	a	a	DET
ajiri-5738	242	7	valid	valid	ADJ
ajiri-5738	242	8	baseline	baseline	NOUN
ajiri-5738	242	9	,	,	PUNCT
ajiri-5738	242	10	but	but	CCONJ
ajiri-5738	242	11	such	such	ADJ
ajiri-5738	242	12	standards	standard	NOUN
ajiri-5738	242	13	need	need	VERB
ajiri-5738	242	14	to	to	PART
ajiri-5738	242	15	be	be	AUX
ajiri-5738	242	16	calibrated	calibrate	VERB
ajiri-5738	242	17	according	accord	VERB
ajiri-5738	242	18	to	to	ADP
ajiri-5738	242	19	institutional	institutional	ADJ
ajiri-5738	242	20	size	size	NOUN
ajiri-5738	242	21	,	,	PUNCT
ajiri-5738	242	22	funding	funding	NOUN
ajiri-5738	242	23	arrangements	arrangement	NOUN
ajiri-5738	242	24	and	and	CCONJ
ajiri-5738	242	25	concept	concept	NOUN
ajiri-5738	242	26	of	of	ADP
ajiri-5738	242	27	regional	regional	ADJ
ajiri-5738	242	28	markets	market	NOUN
ajiri-5738	242	29	.	.	PUNCT
ajiri-5738	243	1	second	second	ADJ
ajiri-5738	243	2	,	,	PUNCT
ajiri-5738	243	3	the	the	DET
ajiri-5738	243	4	anticipated	anticipated	ADJ
ajiri-5738	243	5	income	income	NOUN
ajiri-5738	243	6	theory	theory	NOUN
ajiri-5738	243	7	highlights	highlight	VERB
ajiri-5738	243	8	the	the	DET
ajiri-5738	243	9	relevance	relevance	NOUN
ajiri-5738	243	10	of	of	ADP
ajiri-5738	243	11	matching	match	VERB
ajiri-5738	243	12	funding	funding	NOUN
ajiri-5738	243	13	maturities	maturity	NOUN
ajiri-5738	243	14	to	to	ADP
ajiri-5738	243	15	predictable	predictable	ADJ
ajiri-5738	243	16	revenues	revenue	NOUN
ajiri-5738	243	17	to	to	PART
ajiri-5738	243	18	ensure	ensure	VERB
ajiri-5738	243	19	that	that	SCONJ
ajiri-5738	243	20	the	the	DET
ajiri-5738	243	21	stress	stress	NOUN
ajiri-5738	243	22	is	be	AUX
ajiri-5738	243	23	avoided	avoid	VERB
ajiri-5738	243	24	in	in	ADP
ajiri-5738	243	25	refinancing	refinance	VERB
ajiri-5738	243	26	.	.	PUNCT
ajiri-5738	244	1	the	the	DET
ajiri-5738	244	2	fact	fact	NOUN
ajiri-5738	244	3	that	that	SCONJ
ajiri-5738	244	4	greater	great	ADJ
ajiri-5738	244	5	funding	funding	NOUN
ajiri-5738	244	6	cost	cost	NOUN
ajiri-5738	244	7	increases	increase	VERB
ajiri-5738	244	8	discontinuity	discontinuity	NOUN
ajiri-5738	244	9	risk	risk	NOUN
ajiri-5738	244	10	indicates	indicate	VERB
ajiri-5738	244	11	that	that	SCONJ
ajiri-5738	244	12	many	many	ADJ
ajiri-5738	244	13	institutions	institution	NOUN
ajiri-5738	244	14	continue	continue	VERB
ajiri-5738	244	15	to	to	PART
ajiri-5738	244	16	depend	depend	VERB
ajiri-5738	244	17	more	more	ADV
ajiri-5738	244	18	on	on	ADP
ajiri-5738	244	19	short	short	ADJ
ajiri-5738	244	20	term	term	NOUN
ajiri-5738	244	21	or	or	CCONJ
ajiri-5738	244	22	high	high	ADJ
ajiri-5738	244	23	interest	interest	NOUN
ajiri-5738	244	24	borrowing	borrowing	NOUN
ajiri-5738	244	25	which	which	PRON
ajiri-5738	244	26	is	be	AUX
ajiri-5738	244	27	a	a	DET
ajiri-5738	244	28	mismatch	mismatch	NOUN
ajiri-5738	244	29	that	that	PRON
ajiri-5738	244	30	goes	go	VERB
ajiri-5738	244	31	directly	directly	ADV
ajiri-5738	244	32	against	against	ADP
ajiri-5738	244	33	this	this	DET
ajiri-5738	244	34	theoretical	theoretical	ADJ
ajiri-5738	244	35	advice	advice	NOUN
ajiri-5738	244	36	.	.	PUNCT
ajiri-5738	245	1	this	this	PRON
ajiri-5738	245	2	means	mean	VERB
ajiri-5738	245	3	that	that	SCONJ
ajiri-5738	245	4	financial	financial	ADJ
ajiri-5738	245	5	managers	manager	NOUN
ajiri-5738	245	6	must	must	AUX
ajiri-5738	245	7	focus	focus	VERB
ajiri-5738	245	8	on	on	ADP
ajiri-5738	245	9	liability	liability	NOUN
ajiri-5738	245	10	structures	structure	NOUN
ajiri-5738	245	11	that	that	PRON
ajiri-5738	245	12	contain	contain	VERB
ajiri-5738	245	13	the	the	DET
ajiri-5738	245	14	roll	roll	NOUN
ajiri-5738	245	15	over	over	ADP
ajiri-5738	245	16	risk	risk	NOUN
ajiri-5738	245	17	and	and	CCONJ
ajiri-5738	245	18	structure	structure	NOUN
ajiri-5738	245	19	favorable	favorable	ADJ
ajiri-5738	245	20	funding	funding	NOUN
ajiri-5738	245	21	rates	rate	NOUN
ajiri-5738	245	22	in	in	ADP
ajiri-5738	245	23	stable	stable	ADJ
ajiri-5738	245	24	quarters	quarter	NOUN
ajiri-5738	245	25	.	.	PUNCT
ajiri-5738	246	1	third	third	ADJ
ajiri-5738	246	2	,	,	PUNCT
ajiri-5738	246	3	this	this	PRON
ajiri-5738	246	4	is	be	AUX
ajiri-5738	246	5	because	because	SCONJ
ajiri-5738	246	6	the	the	DET
ajiri-5738	246	7	destabilizing	destabilizing	ADJ
ajiri-5738	246	8	effect	effect	NOUN
ajiri-5738	246	9	of	of	ADP
ajiri-5738	246	10	inflation	inflation	NOUN
ajiri-5738	246	11	demonstrates	demonstrate	VERB
ajiri-5738	246	12	the	the	DET
ajiri-5738	246	13	need	need	NOUN
ajiri-5738	246	14	to	to	PART
ajiri-5738	246	15	have	have	AUX
ajiri-5738	246	16	macroeconomic	macroeconomic	ADJ
ajiri-5738	246	17	coordination	coordination	NOUN
ajiri-5738	246	18	.	.	PUNCT
ajiri-5738	247	1	monetary	monetary	ADJ
ajiri-5738	247	2	policy	policy	NOUN
ajiri-5738	247	3	based	base	VERB
ajiri-5738	247	4	on	on	ADP
ajiri-5738	247	5	price	price	NOUN
ajiri-5738	247	6	stability	stability	NOUN
ajiri-5738	247	7	should	should	AUX
ajiri-5738	247	8	also	also	ADV
ajiri-5738	247	9	be	be	AUX
ajiri-5738	247	10	accompanied	accompany	VERB
ajiri-5738	247	11	by	by	ADP
ajiri-5738	247	12	macroprudential	macroprudential	ADJ
ajiri-5738	247	13	actions	action	NOUN
ajiri-5738	247	14	that	that	PRON
ajiri-5738	247	15	are	be	AUX
ajiri-5738	247	16	used	use	VERB
ajiri-5738	247	17	to	to	PART
ajiri-5738	247	18	prevent	prevent	VERB
ajiri-5738	247	19	the	the	DET
ajiri-5738	247	20	erosion	erosion	NOUN
ajiri-5738	247	21	of	of	ADP
ajiri-5738	247	22	liquidity	liquidity	NOUN
ajiri-5738	247	23	under	under	ADP
ajiri-5738	247	24	the	the	DET
ajiri-5738	247	25	influence	influence	NOUN
ajiri-5738	247	26	of	of	ADP
ajiri-5738	247	27	inflationary	inflationary	ADJ
ajiri-5738	247	28	brushes	brush	NOUN
ajiri-5738	247	29	.	.	PUNCT
ajiri-5738	248	1	lastly	lastly	ADV
ajiri-5738	248	2	,	,	PUNCT
ajiri-5738	248	3	the	the	DET
ajiri-5738	248	4	safeguarding	safeguard	VERB
ajiri-5738	248	5	feature	feature	NOUN
ajiri-5738	248	6	of	of	ADP
ajiri-5738	248	7	high	high	ADJ
ajiri-5738	248	8	credit	credit	NOUN
ajiri-5738	248	9	scores	score	NOUN
ajiri-5738	248	10	implies	imply	VERB
ajiri-5738	248	11	that	that	SCONJ
ajiri-5738	248	12	governance	governance	NOUN
ajiri-5738	248	13	,	,	PUNCT
ajiri-5738	248	14	transparency	transparency	NOUN
ajiri-5738	248	15	and	and	CCONJ
ajiri-5738	248	16	market	market	NOUN
ajiri-5738	248	17	pa	pa	PROPN
ajiri-5738	248	18	ge	ge	PROPN
ajiri-5738	248	19	59	59	NUM
ajiri-5738	248	20	https://journals.e-palli.com/home/index.php/ajiri	https://journals.e-palli.com/home/index.php/ajiri	PROPN
ajiri-5738	248	21	am	be	AUX
ajiri-5738	248	22	.	.	PUNCT
ajiri-5738	249	1	j.	j.	PROPN
ajiri-5738	249	2	interdiscip	interdiscip	PROPN
ajiri-5738	249	3	.	.	PUNCT
ajiri-5738	250	1	res	re	NOUN
ajiri-5738	250	2	.	.	PUNCT
ajiri-5738	251	1	innov	innov	PROPN
ajiri-5738	251	2	.	.	PUNCT
ajiri-5738	252	1	4(3	4(3	NUM
ajiri-5738	252	2	)	)	PUNCT
ajiri-5738	252	3	50	50	NUM
ajiri-5738	252	4	-	-	SYM
ajiri-5738	252	5	61	61	NUM
ajiri-5738	252	6	,	,	PUNCT
ajiri-5738	252	7	2025	2025	NUM
ajiri-5738	252	8	credibility	credibility	NOUN
ajiri-5738	252	9	are	be	AUX
ajiri-5738	252	10	also	also	ADV
ajiri-5738	252	11	paramount	paramount	ADJ
ajiri-5738	252	12	.	.	PUNCT
ajiri-5738	253	1	those	those	DET
ajiri-5738	253	2	institutions	institution	NOUN
ajiri-5738	253	3	with	with	ADP
ajiri-5738	253	4	relatively	relatively	ADV
ajiri-5738	253	5	predictable	predictable	ADJ
ajiri-5738	253	6	cash	cash	NOUN
ajiri-5738	253	7	flows	flow	NOUN
ajiri-5738	253	8	and	and	CCONJ
ajiri-5738	253	9	sensible	sensible	ADJ
ajiri-5738	253	10	funding	funding	NOUN
ajiri-5738	253	11	policies	policy	NOUN
ajiri-5738	253	12	are	be	AUX
ajiri-5738	253	13	better	well	ADV
ajiri-5738	253	14	placed	place	VERB
ajiri-5738	253	15	to	to	PART
ajiri-5738	253	16	absorb	absorb	VERB
ajiri-5738	253	17	liquidity	liquidity	NOUN
ajiri-5738	253	18	shocks	shock	NOUN
ajiri-5738	253	19	.	.	PUNCT
ajiri-5738	254	1	such	such	ADJ
ajiri-5738	254	2	indicators	indicator	NOUN
ajiri-5738	254	3	can	can	AUX
ajiri-5738	254	4	help	help	VERB
ajiri-5738	254	5	investors	investor	NOUN
ajiri-5738	254	6	better	well	ADV
ajiri-5738	254	7	gauge	gauge	VERB
ajiri-5738	254	8	institutional	institutional	ADJ
ajiri-5738	254	9	resilience	resilience	NOUN
ajiri-5738	254	10	and	and	CCONJ
ajiri-5738	254	11	policymakers	policymaker	NOUN
ajiri-5738	254	12	come	come	VERB
ajiri-5738	254	13	up	up	ADP
ajiri-5738	254	14	with	with	ADP
ajiri-5738	254	15	interventions	intervention	NOUN
ajiri-5738	254	16	that	that	PRON
ajiri-5738	254	17	drive	drive	VERB
ajiri-5738	254	18	governance	governance	NOUN
ajiri-5738	254	19	reforms	reform	NOUN
ajiri-5738	254	20	on	on	ADP
ajiri-5738	254	21	a	a	DET
ajiri-5738	254	22	rewardingly	rewardingly	ADV
ajiri-5738	254	23	liquidity	liquidity	NOUN
ajiri-5738	254	24	compliance	compliance	NOUN
ajiri-5738	254	25	basis	basis	NOUN
ajiri-5738	254	26	.	.	PUNCT
ajiri-5738	255	1	the	the	DET
ajiri-5738	255	2	use	use	NOUN
ajiri-5738	255	3	of	of	ADP
ajiri-5738	255	4	quantitative	quantitative	ADJ
ajiri-5738	255	5	secondary	secondary	ADJ
ajiri-5738	255	6	data	datum	NOUN
ajiri-5738	255	7	in	in	ADP
ajiri-5738	255	8	this	this	DET
ajiri-5738	255	9	study	study	NOUN
ajiri-5738	255	10	limits	limit	VERB
ajiri-5738	255	11	the	the	DET
ajiri-5738	255	12	study	study	NOUN
ajiri-5738	255	13	to	to	ADP
ajiri-5738	255	14	the	the	DET
ajiri-5738	255	15	extent	extent	NOUN
ajiri-5738	255	16	that	that	SCONJ
ajiri-5738	255	17	it	it	PRON
ajiri-5738	255	18	lacks	lack	VERB
ajiri-5738	255	19	the	the	DET
ajiri-5738	255	20	qualitative	qualitative	ADJ
ajiri-5738	255	21	aspect	aspect	NOUN
ajiri-5738	255	22	behind	behind	ADP
ajiri-5738	255	23	the	the	DET
ajiri-5738	255	24	decision	decision	NOUN
ajiri-5738	255	25	of	of	ADP
ajiri-5738	255	26	management	management	NOUN
ajiri-5738	255	27	on	on	ADP
ajiri-5738	255	28	liquidity	liquidity	NOUN
ajiri-5738	255	29	measures	measure	NOUN
ajiri-5738	255	30	as	as	ADV
ajiri-5738	255	31	well	well	ADV
ajiri-5738	255	32	as	as	ADP
ajiri-5738	255	33	the	the	DET
ajiri-5738	255	34	institutional	institutional	ADJ
ajiri-5738	255	35	culture	culture	NOUN
ajiri-5738	255	36	,	,	PUNCT
ajiri-5738	255	37	real	real	ADJ
ajiri-5738	255	38	time	time	NOUN
ajiri-5738	255	39	crisis	crisis	NOUN
ajiri-5738	255	40	management	management	NOUN
ajiri-5738	255	41	,	,	PUNCT
ajiri-5738	255	42	which	which	PRON
ajiri-5738	255	43	may	may	AUX
ajiri-5738	255	44	affect	affect	VERB
ajiri-5738	255	45	the	the	DET
ajiri-5738	255	46	dependent	dependent	ADJ
ajiri-5738	255	47	variable	variable	NOUN
ajiri-5738	255	48	.	.	PUNCT
ajiri-5738	256	1	the	the	DET
ajiri-5738	256	2	narrowness	narrowness	NOUN
ajiri-5738	256	3	of	of	ADP
ajiri-5738	256	4	the	the	DET
ajiri-5738	256	5	list	list	NOUN
ajiri-5738	256	6	of	of	ADP
ajiri-5738	256	7	liquidity	liquidity	NOUN
ajiri-5738	256	8	and	and	CCONJ
ajiri-5738	256	9	macroeconomic	macroeconomic	ADJ
ajiri-5738	256	10	indicators	indicator	NOUN
ajiri-5738	256	11	followed	follow	VERB
ajiri-5738	256	12	implies	imply	VERB
ajiri-5738	256	13	that	that	SCONJ
ajiri-5738	256	14	other	other	ADJ
ajiri-5738	256	15	potentially	potentially	ADV
ajiri-5738	256	16	valid	valid	ADJ
ajiri-5738	256	17	variables	variable	NOUN
ajiri-5738	256	18	,	,	PUNCT
ajiri-5738	256	19	including	include	VERB
ajiri-5738	256	20	exchange	exchange	NOUN
ajiri-5738	256	21	rate	rate	NOUN
ajiri-5738	256	22	volatility	volatility	NOUN
ajiri-5738	256	23	,	,	PUNCT
ajiri-5738	256	24	geopolitical	geopolitical	ADJ
ajiri-5738	256	25	instability	instability	NOUN
ajiri-5738	256	26	or	or	CCONJ
ajiri-5738	256	27	interdependency	interdependency	NOUN
ajiri-5738	256	28	of	of	ADP
ajiri-5738	256	29	sectors	sector	NOUN
ajiri-5738	256	30	,	,	PUNCT
ajiri-5738	256	31	were	be	AUX
ajiri-5738	256	32	not	not	PART
ajiri-5738	256	33	studied	study	VERB
ajiri-5738	256	34	.	.	PUNCT
ajiri-5738	257	1	although	although	SCONJ
ajiri-5738	257	2	the	the	DET
ajiri-5738	257	3	longitudinal	longitudinal	ADJ
ajiri-5738	257	4	method	method	NOUN
ajiri-5738	257	5	has	have	AUX
ajiri-5738	257	6	been	be	AUX
ajiri-5738	257	7	valuable	valuable	ADJ
ajiri-5738	257	8	in	in	ADP
ajiri-5738	257	9	trends	trend	NOUN
ajiri-5738	257	10	,	,	PUNCT
ajiri-5738	257	11	it	it	PRON
ajiri-5738	257	12	fails	fail	VERB
ajiri-5738	257	13	to	to	PART
ajiri-5738	257	14	show	show	VERB
ajiri-5738	257	15	micro	micro	ADJ
ajiri-5738	257	16	level	level	NOUN
ajiri-5738	257	17	data	datum	NOUN
ajiri-5738	257	18	on	on	ADP
ajiri-5738	257	19	the	the	DET
ajiri-5738	257	20	operations	operation	NOUN
ajiri-5738	257	21	that	that	PRON
ajiri-5738	257	22	provide	provide	VERB
ajiri-5738	257	23	better	well	ADJ
ajiri-5738	257	24	causal	causal	ADJ
ajiri-5738	257	25	explanations	explanation	NOUN
ajiri-5738	257	26	.	.	PUNCT
ajiri-5738	258	1	moreover	moreover	ADV
ajiri-5738	258	2	,	,	PUNCT
ajiri-5738	258	3	the	the	DET
ajiri-5738	258	4	conclusions	conclusion	NOUN
ajiri-5738	258	5	are	be	AUX
ajiri-5738	258	6	based	base	VERB
ajiri-5738	258	7	on	on	ADP
ajiri-5738	258	8	the	the	DET
ajiri-5738	258	9	financial	financial	ADJ
ajiri-5738	258	10	sector	sector	NOUN
ajiri-5738	258	11	trends	trend	NOUN
ajiri-5738	258	12	that	that	PRON
ajiri-5738	258	13	have	have	AUX
ajiri-5738	258	14	been	be	AUX
ajiri-5738	258	15	identified	identify	VERB
ajiri-5738	258	16	in	in	ADP
ajiri-5738	258	17	a	a	DET
ajiri-5738	258	18	defined	define	VERB
ajiri-5738	258	19	market	market	NOUN
ajiri-5738	258	20	structure	structure	NOUN
ajiri-5738	258	21	and	and	CCONJ
ajiri-5738	258	22	although	although	SCONJ
ajiri-5738	258	23	the	the	DET
ajiri-5738	258	24	underlying	underlying	ADJ
ajiri-5738	258	25	dynamics	dynamic	NOUN
ajiri-5738	258	26	are	be	AUX
ajiri-5738	258	27	theoretically	theoretically	ADV
ajiri-5738	258	28	universal	universal	ADJ
ajiri-5738	258	29	,	,	PUNCT
ajiri-5738	258	30	institutional	institutional	ADJ
ajiri-5738	258	31	and	and	CCONJ
ajiri-5738	258	32	regulatory	regulatory	ADJ
ajiri-5738	258	33	variations	variation	NOUN
ajiri-5738	258	34	across	across	ADP
ajiri-5738	258	35	countries	country	NOUN
ajiri-5738	258	36	have	have	VERB
ajiri-5738	258	37	the	the	DET
ajiri-5738	258	38	potential	potential	NOUN
ajiri-5738	258	39	of	of	ADP
ajiri-5738	258	40	impacting	impact	VERB
ajiri-5738	258	41	on	on	ADP
ajiri-5738	258	42	their	their	PRON
ajiri-5738	258	43	applicability	applicability	NOUN
ajiri-5738	258	44	.	.	PUNCT
ajiri-5738	259	1	in	in	ADP
ajiri-5738	259	2	this	this	DET
ajiri-5738	259	3	research	research	NOUN
ajiri-5738	259	4	study	study	NOUN
ajiri-5738	259	5	,	,	PUNCT
ajiri-5738	259	6	it	it	PRON
ajiri-5738	259	7	is	be	AUX
ajiri-5738	259	8	proposed	propose	VERB
ajiri-5738	259	9	that	that	SCONJ
ajiri-5738	259	10	regulators	regulator	NOUN
ajiri-5738	259	11	need	need	VERB
ajiri-5738	259	12	to	to	PART
ajiri-5738	259	13	make	make	VERB
ajiri-5738	259	14	sure	sure	ADJ
ajiri-5738	259	15	that	that	SCONJ
ajiri-5738	259	16	the	the	DET
ajiri-5738	259	17	liquidity	liquidity	NOUN
ajiri-5738	259	18	oversight	oversight	NOUN
ajiri-5738	259	19	regulations	regulation	NOUN
ajiri-5738	259	20	,	,	PUNCT
ajiri-5738	259	21	such	such	ADJ
ajiri-5738	259	22	as	as	ADP
ajiri-5738	259	23	the	the	DET
ajiri-5738	259	24	lcr	lcr	NOUN
ajiri-5738	259	25	and	and	CCONJ
ajiri-5738	259	26	nsfr	nsfr	ADJ
ajiri-5738	259	27	standards	standard	NOUN
ajiri-5738	259	28	,	,	PUNCT
ajiri-5738	259	29	are	be	AUX
ajiri-5738	259	30	proportionate	proportionate	ADJ
ajiri-5738	259	31	to	to	ADP
ajiri-5738	259	32	all	all	DET
ajiri-5738	259	33	financial	financial	ADJ
ajiri-5738	259	34	institutions	institution	NOUN
ajiri-5738	259	35	.	.	PUNCT
ajiri-5738	260	1	institutions	institution	NOUN
ajiri-5738	260	2	need	need	VERB
ajiri-5738	260	3	to	to	PART
ajiri-5738	260	4	be	be	AUX
ajiri-5738	260	5	open	open	ADJ
ajiri-5738	260	6	to	to	ADP
ajiri-5738	260	7	the	the	DET
ajiri-5738	260	8	real	real	ADJ
ajiri-5738	260	9	-	-	PUNCT
ajiri-5738	260	10	time	time	NOUN
ajiri-5738	260	11	liquidity	liquidity	NOUN
ajiri-5738	260	12	monitoring	monitoring	NOUN
ajiri-5738	260	13	systems	system	NOUN
ajiri-5738	260	14	,	,	PUNCT
ajiri-5738	260	15	predictive	predictive	ADJ
ajiri-5738	260	16	analytics	analytic	NOUN
ajiri-5738	260	17	,	,	PUNCT
ajiri-5738	260	18	and	and	CCONJ
ajiri-5738	260	19	ai	ai	AUX
ajiri-5738	260	20	driven	drive	VERB
ajiri-5738	260	21	early	early	ADJ
ajiri-5738	260	22	warning	warning	NOUN
ajiri-5738	260	23	tools	tool	NOUN
ajiri-5738	260	24	.	.	PUNCT
ajiri-5738	261	1	the	the	DET
ajiri-5738	261	2	resilience	resilience	NOUN
ajiri-5738	261	3	can	can	AUX
ajiri-5738	261	4	be	be	AUX
ajiri-5738	261	5	increased	increase	VERB
ajiri-5738	261	6	through	through	ADP
ajiri-5738	261	7	diversification	diversification	NOUN
ajiri-5738	261	8	of	of	ADP
ajiri-5738	261	9	funding	funding	NOUN
ajiri-5738	261	10	sources	source	NOUN
ajiri-5738	261	11	and	and	CCONJ
ajiri-5738	261	12	discovery	discovery	NOUN
ajiri-5738	261	13	of	of	ADP
ajiri-5738	261	14	interest	interest	NOUN
ajiri-5738	261	15	expenditures	expenditure	NOUN
ajiri-5738	261	16	as	as	ADV
ajiri-5738	261	17	well	well	ADV
ajiri-5738	261	18	as	as	ADP
ajiri-5738	261	19	credit	credit	NOUN
ajiri-5738	261	20	ranks	rank	NOUN
ajiri-5738	261	21	.	.	PUNCT
ajiri-5738	262	1	inflation	inflation	NOUN
ajiri-5738	262	2	or	or	CCONJ
ajiri-5738	262	3	high	high	ADJ
ajiri-5738	262	4	rates	rate	NOUN
ajiri-5738	262	5	environments	environment	NOUN
ajiri-5738	262	6	are	be	AUX
ajiri-5738	262	7	likely	likely	ADJ
ajiri-5738	262	8	to	to	PART
ajiri-5738	262	9	encounter	encounter	VERB
ajiri-5738	262	10	unintended	unintended	ADJ
ajiri-5738	262	11	tightening	tightening	NOUN
ajiri-5738	262	12	of	of	ADP
ajiri-5738	262	13	liquidity	liquidity	NOUN
ajiri-5738	262	14	to	to	ADP
ajiri-5738	262	15	any	any	DET
ajiri-5738	262	16	adjustments	adjustment	NOUN
ajiri-5738	262	17	of	of	ADP
ajiri-5738	262	18	monetary	monetary	ADJ
ajiri-5738	262	19	policy	policy	NOUN
ajiri-5738	262	20	,	,	PUNCT
ajiri-5738	262	21	and	and	CCONJ
ajiri-5738	262	22	this	this	PRON
ajiri-5738	262	23	is	be	AUX
ajiri-5738	262	24	to	to	PART
ajiri-5738	262	25	be	be	AUX
ajiri-5738	262	26	fixed	fix	VERB
ajiri-5738	262	27	through	through	ADP
ajiri-5738	262	28	coordination	coordination	NOUN
ajiri-5738	262	29	with	with	ADP
ajiri-5738	262	30	monetary	monetary	ADJ
ajiri-5738	262	31	and	and	CCONJ
ajiri-5738	262	32	macroprudential	macroprudential	ADJ
ajiri-5738	262	33	policies	policy	NOUN
ajiri-5738	262	34	.	.	PUNCT
ajiri-5738	263	1	similarly	similarly	ADV
ajiri-5738	263	2	,	,	PUNCT
ajiri-5738	263	3	further	further	ADJ
ajiri-5738	263	4	study	study	NOUN
ajiri-5738	263	5	ought	ought	AUX
ajiri-5738	263	6	to	to	PART
ajiri-5738	263	7	incorporate	incorporate	VERB
ajiri-5738	263	8	mixed	mixed	ADJ
ajiri-5738	263	9	-	-	PUNCT
ajiri-5738	263	10	method	method	NOUN
ajiri-5738	263	11	designs	design	NOUN
ajiri-5738	263	12	,	,	PUNCT
ajiri-5738	263	13	pertaining	pertain	VERB
ajiri-5738	263	14	to	to	ADP
ajiri-5738	263	15	quantitative	quantitative	ADJ
ajiri-5738	263	16	modeling	modeling	NOUN
ajiri-5738	263	17	of	of	ADP
ajiri-5738	263	18	liquidity	liquidity	NOUN
ajiri-5738	263	19	management	management	NOUN
ajiri-5738	263	20	with	with	ADP
ajiri-5738	263	21	qualitative	qualitative	ADJ
ajiri-5738	263	22	interviews	interview	NOUN
ajiri-5738	263	23	to	to	PART
ajiri-5738	263	24	ascertain	ascertain	VERB
ajiri-5738	263	25	aspects	aspect	NOUN
ajiri-5738	263	26	of	of	ADP
ajiri-5738	263	27	governance	governance	NOUN
ajiri-5738	263	28	and	and	CCONJ
ajiri-5738	263	29	behavior	behavior	NOUN
ajiri-5738	263	30	in	in	ADP
ajiri-5738	263	31	liquidity	liquidity	NOUN
ajiri-5738	263	32	management	management	NOUN
ajiri-5738	263	33	.	.	PUNCT
ajiri-5738	264	1	this	this	PRON
ajiri-5738	264	2	would	would	AUX
ajiri-5738	264	3	be	be	AUX
ajiri-5738	264	4	worth	worth	ADJ
ajiri-5738	264	5	investigating	investigate	VERB
ajiri-5738	264	6	through	through	ADP
ajiri-5738	264	7	cross	cross	ADJ
ajiri-5738	264	8	-	-	ADJ
ajiri-5738	264	9	country	country	ADJ
ajiri-5738	264	10	comparative	comparative	ADJ
ajiri-5738	264	11	studies	study	NOUN
ajiri-5738	264	12	to	to	PART
ajiri-5738	264	13	understand	understand	VERB
ajiri-5738	264	14	what	what	DET
ajiri-5738	264	15	difference	difference	NOUN
ajiri-5738	264	16	the	the	DET
ajiri-5738	264	17	different	different	ADJ
ajiri-5738	264	18	regulatory	regulatory	ADJ
ajiri-5738	264	19	regimes	regime	NOUN
ajiri-5738	264	20	and	and	CCONJ
ajiri-5738	264	21	market	market	NOUN
ajiri-5738	264	22	structures	structure	NOUN
ajiri-5738	264	23	make	make	VERB
ajiri-5738	264	24	in	in	ADP
ajiri-5738	264	25	resilience	resilience	NOUN
ajiri-5738	264	26	.	.	PUNCT
ajiri-5738	265	1	newer	new	ADJ
ajiri-5738	265	2	initiatives	initiative	NOUN
ajiri-5738	265	3	like	like	ADP
ajiri-5738	265	4	liquidity	liquidity	NOUN
ajiri-5738	265	5	products	product	NOUN
ajiri-5738	265	6	provided	provide	VERB
ajiri-5738	265	7	by	by	ADP
ajiri-5738	265	8	fintech	fintech	NOUN
ajiri-5738	265	9	,	,	PUNCT
ajiri-5738	265	10	settlement	settlement	NOUN
ajiri-5738	265	11	using	use	VERB
ajiri-5738	265	12	blockchain	blockchain	NOUN
ajiri-5738	265	13	,	,	PUNCT
ajiri-5738	265	14	and	and	CCONJ
ajiri-5738	265	15	prediction	prediction	NOUN
ajiri-5738	265	16	modeling	modeling	NOUN
ajiri-5738	265	17	tools	tool	NOUN
ajiri-5738	265	18	utilizing	utilize	VERB
ajiri-5738	265	19	artificial	artificial	ADJ
ajiri-5738	265	20	intelligence	intelligence	NOUN
ajiri-5738	265	21	should	should	AUX
ajiri-5738	265	22	be	be	AUX
ajiri-5738	265	23	examined	examine	VERB
ajiri-5738	265	24	further	far	ADV
ajiri-5738	265	25	in	in	ADP
ajiri-5738	265	26	terms	term	NOUN
ajiri-5738	265	27	of	of	ADP
ajiri-5738	265	28	how	how	SCONJ
ajiri-5738	265	29	they	they	PRON
ajiri-5738	265	30	can	can	AUX
ajiri-5738	265	31	contribute	contribute	VERB
ajiri-5738	265	32	to	to	ADP
ajiri-5738	265	33	decreasing	decrease	VERB
ajiri-5738	265	34	funding	funding	NOUN
ajiri-5738	265	35	liquidity	liquidity	NOUN
ajiri-5738	265	36	risk	risk	NOUN
ajiri-5738	265	37	.	.	PUNCT
ajiri-5738	266	1	conclusion	conclusion	VERB
ajiri-5738	266	2	the	the	DET
ajiri-5738	266	3	empirical	empirical	ADJ
ajiri-5738	266	4	evidence	evidence	NOUN
ajiri-5738	266	5	in	in	ADP
ajiri-5738	266	6	this	this	DET
ajiri-5738	266	7	study	study	NOUN
ajiri-5738	266	8	supports	support	VERB
ajiri-5738	266	9	the	the	DET
ajiri-5738	266	10	idea	idea	NOUN
ajiri-5738	266	11	that	that	SCONJ
ajiri-5738	266	12	high	high	ADJ
ajiri-5738	266	13	credit	credit	NOUN
ajiri-5738	266	14	ratings	rating	NOUN
ajiri-5738	266	15	,	,	PUNCT
ajiri-5738	266	16	cost	cost	NOUN
ajiri-5738	266	17	-	-	PUNCT
ajiri-5738	266	18	effective	effective	ADJ
ajiri-5738	266	19	diversified	diversified	ADJ
ajiri-5738	266	20	funding	funding	NOUN
ajiri-5738	266	21	structure	structure	NOUN
ajiri-5738	266	22	,	,	PUNCT
ajiri-5738	266	23	and	and	CCONJ
ajiri-5738	266	24	good	good	ADJ
ajiri-5738	266	25	liquidity	liquidity	NOUN
ajiri-5738	266	26	buffers	buffer	NOUN
ajiri-5738	266	27	minimize	minimize	VERB
ajiri-5738	266	28	the	the	DET
ajiri-5738	266	29	occurrence	occurrence	NOUN
ajiri-5738	266	30	of	of	ADP
ajiri-5738	266	31	business	business	NOUN
ajiri-5738	266	32	discontinuation	discontinuation	NOUN
ajiri-5738	266	33	in	in	ADP
ajiri-5738	266	34	the	the	DET
ajiri-5738	266	35	financial	financial	ADJ
ajiri-5738	266	36	industry	industry	NOUN
ajiri-5738	266	37	significantly	significantly	ADV
ajiri-5738	266	38	.	.	PUNCT
ajiri-5738	267	1	concurrently	concurrently	ADV
ajiri-5738	267	2	,	,	PUNCT
ajiri-5738	267	3	increased	increase	VERB
ajiri-5738	267	4	funding	funding	NOUN
ajiri-5738	267	5	and	and	CCONJ
ajiri-5738	267	6	inflation	inflation	NOUN
ajiri-5738	267	7	costs	cost	NOUN
ajiri-5738	267	8	are	be	AUX
ajiri-5738	267	9	the	the	DET
ajiri-5738	267	10	major	major	ADJ
ajiri-5738	267	11	risks	risk	NOUN
ajiri-5738	267	12	to	to	ADP
ajiri-5738	267	13	stability	stability	NOUN
ajiri-5738	267	14	,	,	PUNCT
ajiri-5738	267	15	which	which	PRON
ajiri-5738	267	16	emphasizes	emphasize	VERB
ajiri-5738	267	17	the	the	DET
ajiri-5738	267	18	relationship	relationship	NOUN
ajiri-5738	267	19	between	between	ADP
ajiri-5738	267	20	institutional	institutional	ADJ
ajiri-5738	267	21	strategies	strategy	NOUN
ajiri-5738	267	22	,	,	PUNCT
ajiri-5738	267	23	and	and	CCONJ
ajiri-5738	267	24	macro	macro	ADJ
ajiri-5738	267	25	economies	economy	NOUN
ajiri-5738	267	26	.	.	PUNCT
ajiri-5738	268	1	the	the	DET
ajiri-5738	268	2	inclusion	inclusion	NOUN
ajiri-5738	268	3	of	of	ADP
ajiri-5738	268	4	the	the	DET
ajiri-5738	268	5	theories	theory	NOUN
ajiri-5738	268	6	of	of	ADP
ajiri-5738	268	7	the	the	DET
ajiri-5738	268	8	liquidity	liquidity	NOUN
ajiri-5738	268	9	preference	preference	NOUN
ajiri-5738	268	10	and	and	CCONJ
ajiri-5738	268	11	the	the	DET
ajiri-5738	268	12	anticipated	anticipated	ADJ
ajiri-5738	268	13	income	income	NOUN
ajiri-5738	268	14	theory	theory	NOUN
ajiri-5738	268	15	into	into	ADP
ajiri-5738	268	16	the	the	DET
ajiri-5738	268	17	study	study	NOUN
ajiri-5738	268	18	does	do	AUX
ajiri-5738	268	19	not	not	PART
ajiri-5738	268	20	only	only	ADV
ajiri-5738	268	21	confirm	confirm	VERB
ajiri-5738	268	22	the	the	DET
ajiri-5738	268	23	validity	validity	NOUN
ajiri-5738	268	24	of	of	ADP
ajiri-5738	268	25	these	these	DET
ajiri-5738	268	26	theoretical	theoretical	ADJ
ajiri-5738	268	27	models	model	NOUN
ajiri-5738	268	28	but	but	CCONJ
ajiri-5738	268	29	it	it	PRON
ajiri-5738	268	30	also	also	ADV
ajiri-5738	268	31	demonstrates	demonstrate	VERB
ajiri-5738	268	32	their	their	PRON
ajiri-5738	268	33	practical	practical	ADJ
ajiri-5738	268	34	boundaries	boundary	NOUN
ajiri-5738	268	35	showing	show	VERB
ajiri-5738	268	36	that	that	SCONJ
ajiri-5738	268	37	classical	classical	ADJ
ajiri-5738	268	38	theories	theory	NOUN
ajiri-5738	268	39	of	of	ADP
ajiri-5738	268	40	liquidity	liquidity	NOUN
ajiri-5738	268	41	should	should	AUX
ajiri-5738	268	42	be	be	AUX
ajiri-5738	268	43	adapted	adapt	VERB
ajiri-5738	268	44	to	to	ADP
ajiri-5738	268	45	the	the	DET
ajiri-5738	268	46	new	new	ADJ
ajiri-5738	268	47	reality	reality	NOUN
ajiri-5738	268	48	of	of	ADP
ajiri-5738	268	49	the	the	DET
ajiri-5738	268	50	financial	financial	ADJ
ajiri-5738	268	51	world	world	NOUN
ajiri-5738	268	52	.	.	PUNCT
ajiri-5738	269	1	a	a	DET
ajiri-5738	269	2	combination	combination	NOUN
ajiri-5738	269	3	of	of	ADP
ajiri-5738	269	4	regulatory	regulatory	ADJ
ajiri-5738	269	5	,	,	PUNCT
ajiri-5738	269	6	governing	governing	NOUN
ajiri-5738	269	7	and	and	CCONJ
ajiri-5738	269	8	technological	technological	ADJ
ajiri-5738	269	9	advancement	advancement	NOUN
ajiri-5738	269	10	can	can	AUX
ajiri-5738	269	11	facilitate	facilitate	VERB
ajiri-5738	269	12	financial	financial	ADJ
ajiri-5738	269	13	entities	entity	NOUN
ajiri-5738	269	14	to	to	PART
ajiri-5738	269	15	improve	improve	VERB
ajiri-5738	269	16	its	its	PRON
ajiri-5738	269	17	continuity	continuity	NOUN
ajiri-5738	269	18	of	of	ADP
ajiri-5738	269	19	operation	operation	NOUN
ajiri-5738	269	20	,	,	PUNCT
ajiri-5738	269	21	as	as	ADV
ajiri-5738	269	22	well	well	ADV
ajiri-5738	269	23	as	as	ADP
ajiri-5738	269	24	stability	stability	NOUN
ajiri-5738	269	25	in	in	ADP
ajiri-5738	269	26	the	the	DET
ajiri-5738	269	27	system	system	NOUN
ajiri-5738	269	28	of	of	ADP
ajiri-5738	269	29	systemic	systemic	ADJ
ajiri-5738	269	30	liquidity	liquidity	NOUN
ajiri-5738	269	31	shocks	shock	NOUN
ajiri-5738	269	32	.	.	PUNCT
ajiri-5738	270	1	references	reference	NOUN
ajiri-5738	270	2	acharya	acharya	PROPN
ajiri-5738	270	3	,	,	PUNCT
ajiri-5738	270	4	v.	v.	PROPN
ajiri-5738	270	5	v.	v.	PROPN
ajiri-5738	270	6	,	,	PUNCT
ajiri-5738	270	7	&	&	CCONJ
ajiri-5738	270	8	rajan	rajan	PROPN
ajiri-5738	270	9	,	,	PUNCT
ajiri-5738	270	10	r.	r.	PROPN
ajiri-5738	270	11	(	(	PUNCT
ajiri-5738	270	12	2024	2024	NUM
ajiri-5738	270	13	)	)	PUNCT
ajiri-5738	270	14	.	.	PUNCT
ajiri-5738	271	1	liquidity	liquidity	NOUN
ajiri-5738	271	2	,	,	PUNCT
ajiri-5738	271	3	liquidity	liquidity	NOUN
ajiri-5738	271	4	everywhere	everywhere	ADV
ajiri-5738	271	5	,	,	PUNCT
ajiri-5738	271	6	not	not	PART
ajiri-5738	271	7	a	a	DET
ajiri-5738	271	8	drop	drop	NOUN
ajiri-5738	271	9	to	to	AUX
ajiri-5738	271	10	use	use	VERB
ajiri-5738	271	11	:	:	PUNCT
ajiri-5738	271	12	why	why	SCONJ
ajiri-5738	271	13	flooding	flood	VERB
ajiri-5738	271	14	banks	bank	NOUN
ajiri-5738	271	15	with	with	ADP
ajiri-5738	271	16	central	central	ADJ
ajiri-5738	271	17	bank	bank	NOUN
ajiri-5738	271	18	reserves	reserve	NOUN
ajiri-5738	271	19	may	may	AUX
ajiri-5738	271	20	not	not	PART
ajiri-5738	271	21	expand	expand	VERB
ajiri-5738	271	22	liquidity	liquidity	NOUN
ajiri-5738	271	23	.	.	PUNCT
ajiri-5738	272	1	the	the	DET
ajiri-5738	272	2	journal	journal	PROPN
ajiri-5738	272	3	of	of	ADP
ajiri-5738	272	4	finance	finance	NOUN
ajiri-5738	272	5	,	,	PUNCT
ajiri-5738	272	6	79(5	79(5	NOUN
ajiri-5738	272	7	)	)	PUNCT
ajiri-5738	272	8	,	,	PUNCT
ajiri-5738	272	9	2943	2943	NUM
ajiri-5738	272	10	-	-	SYM
ajiri-5738	272	11	2991	2991	NUM
ajiri-5738	272	12	.	.	PUNCT
ajiri-5738	273	1	adebowale	adebowale	NOUN
ajiri-5738	273	2	,	,	PUNCT
ajiri-5738	273	3	a.	a.	NOUN
ajiri-5738	273	4	m.	m.	NOUN
ajiri-5738	273	5	,	,	PUNCT
ajiri-5738	273	6	&	&	CCONJ
ajiri-5738	273	7	akinnagbe	akinnagbe	PROPN
ajiri-5738	273	8	,	,	PUNCT
ajiri-5738	273	9	o.	o.	PROPN
ajiri-5738	273	10	b.	b.	PROPN
ajiri-5738	273	11	(	(	PUNCT
ajiri-5738	273	12	2021	2021	NUM
ajiri-5738	273	13	)	)	PUNCT
ajiri-5738	273	14	.	.	PUNCT
ajiri-5738	274	1	leveraging	leverage	VERB
ajiri-5738	274	2	ai	ai	NOUN
ajiri-5738	274	3	-	-	PUNCT
ajiri-5738	274	4	driven	drive	VERB
ajiri-5738	274	5	data	datum	NOUN
ajiri-5738	274	6	integration	integration	NOUN
ajiri-5738	274	7	for	for	ADP
ajiri-5738	274	8	predictive	predictive	ADJ
ajiri-5738	274	9	risk	risk	NOUN
ajiri-5738	274	10	assessment	assessment	NOUN
ajiri-5738	274	11	in	in	ADP
ajiri-5738	274	12	decentralized	decentralize	VERB
ajiri-5738	274	13	financial	financial	ADJ
ajiri-5738	274	14	markets	market	NOUN
ajiri-5738	274	15	.	.	PUNCT
ajiri-5738	275	1	int	int	NOUN
ajiri-5738	276	1	j	j	PROPN
ajiri-5738	276	2	eng	eng	PROPN
ajiri-5738	276	3	technol	technol	PROPN
ajiri-5738	276	4	res	re	NOUN
ajiri-5738	276	5	manag	manag	NOUN
ajiri-5738	276	6	,	,	PUNCT
ajiri-5738	276	7	5(12	5(12	NUM
ajiri-5738	276	8	)	)	PUNCT
ajiri-5738	276	9	,	,	PUNCT
ajiri-5738	276	10	295	295	NUM
ajiri-5738	276	11	.	.	PUNCT
ajiri-5738	277	1	adesegha	adesegha	PROPN
ajiri-5738	277	2	,	,	PUNCT
ajiri-5738	277	3	j.	j.	PROPN
ajiri-5738	277	4	d.	d.	PROPN
ajiri-5738	277	5	(	(	PUNCT
ajiri-5738	277	6	2023	2023	NUM
ajiri-5738	277	7	)	)	PUNCT
ajiri-5738	277	8	.	.	PUNCT
ajiri-5738	278	1	organisational	organisational	ADJ
ajiri-5738	278	2	renewal	renewal	NOUN
ajiri-5738	278	3	model	model	NOUN
ajiri-5738	278	4	for	for	ADP
ajiri-5738	278	5	leveraging	leverage	VERB
ajiri-5738	278	6	a	a	DET
ajiri-5738	278	7	bank	bank	NOUN
ajiri-5738	278	8	’s	’s	PART
ajiri-5738	278	9	sustainability	sustainability	NOUN
ajiri-5738	278	10	and	and	CCONJ
ajiri-5738	278	11	continuity	continuity	NOUN
ajiri-5738	278	12	during	during	ADP
ajiri-5738	278	13	periods	period	NOUN
ajiri-5738	278	14	of	of	ADP
ajiri-5738	278	15	discontinuities	discontinuity	NOUN
ajiri-5738	278	16	:	:	PUNCT
ajiri-5738	278	17	a	a	DET
ajiri-5738	278	18	perspective	perspective	NOUN
ajiri-5738	278	19	from	from	ADP
ajiri-5738	278	20	the	the	DET
ajiri-5738	278	21	caribbean	caribbean	ADJ
ajiri-5738	278	22	financial	financial	ADJ
ajiri-5738	278	23	markets	market	NOUN
ajiri-5738	278	24	.	.	PUNCT
ajiri-5738	279	1	journal	journal	NOUN
ajiri-5738	279	2	of	of	ADP
ajiri-5738	279	3	management	management	NOUN
ajiri-5738	279	4	and	and	CCONJ
ajiri-5738	279	5	science	science	NOUN
ajiri-5738	279	6	,	,	PUNCT
ajiri-5738	279	7	13(4	13(4	NUM
ajiri-5738	279	8	)	)	PUNCT
ajiri-5738	279	9	,	,	PUNCT
ajiri-5738	279	10	1	1	NUM
ajiri-5738	279	11	-	-	SYM
ajiri-5738	279	12	17	17	NUM
ajiri-5738	279	13	.	.	PUNCT
ajiri-5738	280	1	al	al	PROPN
ajiri-5738	280	2	janabi	janabi	NOUN
ajiri-5738	280	3	,	,	PUNCT
ajiri-5738	280	4	m.	m.	NOUN
ajiri-5738	280	5	a.	a.	NOUN
ajiri-5738	280	6	(	(	PUNCT
ajiri-5738	280	7	2024	2024	NUM
ajiri-5738	280	8	)	)	PUNCT
ajiri-5738	280	9	.	.	PUNCT
ajiri-5738	281	1	beyond	beyond	ADP
ajiri-5738	281	2	the	the	DET
ajiri-5738	281	3	surface	surface	NOUN
ajiri-5738	281	4	:	:	PUNCT
ajiri-5738	281	5	in	in	ADP
ajiri-5738	281	6	-	-	PUNCT
ajiri-5738	281	7	depth	depth	NOUN
ajiri-5738	281	8	perspectives	perspective	NOUN
ajiri-5738	281	9	on	on	ADP
ajiri-5738	281	10	liquidity	liquidity	NOUN
ajiri-5738	281	11	and	and	CCONJ
ajiri-5738	281	12	risk	risk	NOUN
ajiri-5738	281	13	frontiers	frontier	NOUN
ajiri-5738	281	14	.	.	PUNCT
ajiri-5738	282	1	in	in	ADP
ajiri-5738	282	2	liquidity	liquidity	NOUN
ajiri-5738	282	3	dynamics	dynamic	NOUN
ajiri-5738	282	4	and	and	CCONJ
ajiri-5738	282	5	risk	risk	NOUN
ajiri-5738	282	6	modeling	modeling	NOUN
ajiri-5738	282	7	:	:	PUNCT
ajiri-5738	282	8	navigating	navigate	VERB
ajiri-5738	282	9	trading	trading	NOUN
ajiri-5738	282	10	and	and	CCONJ
ajiri-5738	282	11	investment	investment	NOUN
ajiri-5738	282	12	portfolios	portfolio	NOUN
ajiri-5738	282	13	frontiers	frontier	NOUN
ajiri-5738	282	14	with	with	ADP
ajiri-5738	282	15	machine	machine	NOUN
ajiri-5738	282	16	learning	learn	VERB
ajiri-5738	282	17	algorithms	algorithm	NOUN
ajiri-5738	282	18	(	(	PUNCT
ajiri-5738	282	19	pp	pp	ADJ
ajiri-5738	282	20	.	.	PUNCT
ajiri-5738	282	21	1	1	NUM
ajiri-5738	282	22	-	-	SYM
ajiri-5738	282	23	78	78	NUM
ajiri-5738	282	24	)	)	PUNCT
ajiri-5738	282	25	.	.	PUNCT
ajiri-5738	283	1	springer	springer	NOUN
ajiri-5738	283	2	.	.	PUNCT
ajiri-5738	284	1	alaeddini	alaeddini	PROPN
ajiri-5738	284	2	,	,	PUNCT
ajiri-5738	284	3	m.	m.	NOUN
ajiri-5738	284	4	,	,	PUNCT
ajiri-5738	284	5	madiès	madiès	ADJ
ajiri-5738	284	6	,	,	PUNCT
ajiri-5738	284	7	p.	p.	NOUN
ajiri-5738	284	8	,	,	PUNCT
ajiri-5738	284	9	reaidy	reaidy	ADJ
ajiri-5738	284	10	,	,	PUNCT
ajiri-5738	284	11	p.	p.	PROPN
ajiri-5738	284	12	j.	j.	PROPN
ajiri-5738	284	13	,	,	PUNCT
ajiri-5738	284	14	&	&	CCONJ
ajiri-5738	284	15	dugdale	dugdale	PROPN
ajiri-5738	284	16	,	,	PUNCT
ajiri-5738	284	17	j.	j.	PROPN
ajiri-5738	284	18	(	(	PUNCT
ajiri-5738	284	19	2023	2023	NUM
ajiri-5738	284	20	)	)	PUNCT
ajiri-5738	284	21	.	.	PUNCT
ajiri-5738	285	1	interbank	interbank	NOUN
ajiri-5738	285	2	money	money	NOUN
ajiri-5738	285	3	market	market	NOUN
ajiri-5738	285	4	concerns	concern	NOUN
ajiri-5738	285	5	and	and	CCONJ
ajiri-5738	285	6	actors	actor	NOUN
ajiri-5738	285	7	’	’	PART
ajiri-5738	285	8	strategies	strategy	NOUN
ajiri-5738	285	9	—	—	PUNCT
ajiri-5738	285	10	a	a	DET
ajiri-5738	285	11	systematic	systematic	ADJ
ajiri-5738	285	12	review	review	NOUN
ajiri-5738	285	13	of	of	ADP
ajiri-5738	285	14	21st	21st	ADJ
ajiri-5738	285	15	century	century	NOUN
ajiri-5738	285	16	literature	literature	NOUN
ajiri-5738	285	17	.	.	PUNCT
ajiri-5738	286	1	journal	journal	PROPN
ajiri-5738	286	2	of	of	ADP
ajiri-5738	286	3	economic	economic	ADJ
ajiri-5738	286	4	surveys	survey	NOUN
ajiri-5738	286	5	,	,	PUNCT
ajiri-5738	286	6	37(2	37(2	NOUN
ajiri-5738	286	7	)	)	PUNCT
ajiri-5738	286	8	,	,	PUNCT
ajiri-5738	286	9	573	573	NUM
ajiri-5738	286	10	-	-	SYM
ajiri-5738	286	11	654	654	NUM
ajiri-5738	286	12	.	.	PUNCT
ajiri-5738	287	1	alam	alam	PROPN
ajiri-5738	287	2	,	,	PUNCT
ajiri-5738	287	3	t.	t.	PROPN
ajiri-5738	287	4	,	,	PUNCT
ajiri-5738	287	5	hussain	hussain	PROPN
ajiri-5738	287	6	,	,	PUNCT
ajiri-5738	287	7	i.	i.	PROPN
ajiri-5738	287	8	,	,	PUNCT
ajiri-5738	287	9	&	&	CCONJ
ajiri-5738	287	10	saqib	saqib	PROPN
ajiri-5738	287	11	,	,	PUNCT
ajiri-5738	287	12	a.	a.	NOUN
ajiri-5738	287	13	(	(	PUNCT
ajiri-5738	287	14	2023	2023	NUM
ajiri-5738	287	15	)	)	PUNCT
ajiri-5738	287	16	.	.	PUNCT
ajiri-5738	288	1	net	net	ADJ
ajiri-5738	288	2	stable	stable	ADJ
ajiri-5738	288	3	funding	funding	NOUN
ajiri-5738	288	4	and	and	CCONJ
ajiri-5738	288	5	liquidity	liquidity	NOUN
ajiri-5738	288	6	coverage	coverage	NOUN
ajiri-5738	288	7	influence	influence	NOUN
ajiri-5738	288	8	on	on	ADP
ajiri-5738	288	9	islamic	islamic	PROPN
ajiri-5738	288	10	bank	bank	PROPN
ajiri-5738	288	11	financial	financial	ADJ
ajiri-5738	288	12	stability	stability	NOUN
ajiri-5738	288	13	:	:	PUNCT
ajiri-5738	288	14	evidence	evidence	NOUN
ajiri-5738	288	15	from	from	ADP
ajiri-5738	288	16	malaysian	malaysian	ADJ
ajiri-5738	288	17	islamic	islamic	PROPN
ajiri-5738	288	18	banking	banking	PROPN
ajiri-5738	288	19	.	.	PUNCT
ajiri-5738	289	1	international	international	ADJ
ajiri-5738	289	2	journal	journal	PROPN
ajiri-5738	289	3	of	of	ADP
ajiri-5738	289	4	economics	economic	NOUN
ajiri-5738	289	5	,	,	PUNCT
ajiri-5738	289	6	management	management	NOUN
ajiri-5738	289	7	and	and	CCONJ
ajiri-5738	289	8	accounting	accounting	NOUN
ajiri-5738	289	9	,	,	PUNCT
ajiri-5738	289	10	153	153	NUM
ajiri-5738	289	11	-	-	SYM
ajiri-5738	289	12	176	176	NUM
ajiri-5738	289	13	.	.	PUNCT
ajiri-5738	290	1	alaoui	alaoui	PROPN
ajiri-5738	290	2	mdaghri	mdaghri	PROPN
ajiri-5738	290	3	,	,	PUNCT
ajiri-5738	290	4	a.	a.	PROPN
ajiri-5738	290	5	,	,	PUNCT
ajiri-5738	290	6	&	&	CCONJ
ajiri-5738	290	7	oubdi	oubdi	PROPN
ajiri-5738	290	8	,	,	PUNCT
ajiri-5738	290	9	l.	l.	PROPN
ajiri-5738	290	10	(	(	PUNCT
ajiri-5738	290	11	2022	2022	NUM
ajiri-5738	290	12	)	)	PUNCT
ajiri-5738	290	13	.	.	PUNCT
ajiri-5738	291	1	basel	basel	PROPN
ajiri-5738	291	2	iii	iii	PROPN
ajiri-5738	291	3	liquidity	liquidity	PROPN
ajiri-5738	291	4	regulatory	regulatory	ADJ
ajiri-5738	291	5	framework	framework	NOUN
ajiri-5738	291	6	and	and	CCONJ
ajiri-5738	291	7	bank	bank	NOUN
ajiri-5738	291	8	liquidity	liquidity	NOUN
ajiri-5738	291	9	creation	creation	NOUN
ajiri-5738	291	10	in	in	ADP
ajiri-5738	291	11	mena	mena	PROPN
ajiri-5738	291	12	countries	countries	PROPN
ajiri-5738	291	13	.	.	PUNCT
ajiri-5738	292	1	journal	journal	PROPN
ajiri-5738	292	2	of	of	ADP
ajiri-5738	292	3	financial	financial	ADJ
ajiri-5738	292	4	regulation	regulation	NOUN
ajiri-5738	292	5	and	and	CCONJ
ajiri-5738	292	6	compliance	compliance	NOUN
ajiri-5738	292	7	,	,	PUNCT
ajiri-5738	292	8	30(2	30(2	NUM
ajiri-5738	292	9	)	)	PUNCT
ajiri-5738	292	10	,	,	PUNCT
ajiri-5738	292	11	129	129	NUM
ajiri-5738	292	12	-	-	SYM
ajiri-5738	292	13	148	148	NUM
ajiri-5738	292	14	.	.	PUNCT
ajiri-5738	293	1	alhassan	alhassan	VERB
ajiri-5738	293	2	,	,	PUNCT
ajiri-5738	293	3	i.	i.	PROPN
ajiri-5738	293	4	,	,	PUNCT
ajiri-5738	293	5	&	&	CCONJ
ajiri-5738	293	6	islam	islam	PROPN
ajiri-5738	293	7	,	,	PUNCT
ajiri-5738	293	8	k.	k.	PROPN
ajiri-5738	293	9	(	(	PUNCT
ajiri-5738	293	10	2021	2021	NUM
ajiri-5738	293	11	)	)	PUNCT
ajiri-5738	293	12	.	.	PUNCT
ajiri-5738	294	1	liquidity	liquidity	NOUN
ajiri-5738	294	2	management	management	NOUN
ajiri-5738	294	3	and	and	CCONJ
ajiri-5738	294	4	financial	financial	ADJ
ajiri-5738	294	5	performance	performance	NOUN
ajiri-5738	294	6	of	of	ADP
ajiri-5738	294	7	listed	list	VERB
ajiri-5738	294	8	oil	oil	NOUN
ajiri-5738	294	9	and	and	CCONJ
ajiri-5738	294	10	gas	gas	NOUN
ajiri-5738	294	11	companies	company	NOUN
ajiri-5738	294	12	in	in	ADP
ajiri-5738	294	13	nigeria	nigeria	PROPN
ajiri-5738	294	14	.	.	PUNCT
ajiri-5738	295	1	international	international	ADJ
ajiri-5738	295	2	journal	journal	PROPN
ajiri-5738	295	3	of	of	ADP
ajiri-5738	295	4	accounting	accounting	PROPN
ajiri-5738	295	5	&	&	CCONJ
ajiri-5738	295	6	finance	finance	PROPN
ajiri-5738	295	7	review	review	PROPN
ajiri-5738	295	8	,	,	PUNCT
ajiri-5738	295	9	8(1	8(1	NOUN
ajiri-5738	295	10	)	)	PUNCT
ajiri-5738	295	11	,	,	PUNCT
ajiri-5738	295	12	15	15	NUM
ajiri-5738	295	13	-	-	SYM
ajiri-5738	295	14	25	25	NUM
ajiri-5738	295	15	.	.	PUNCT
ajiri-5738	296	1	alsanousi	alsanousi	NOUN
ajiri-5738	296	2	,	,	PUNCT
ajiri-5738	296	3	a.	a.	NOUN
ajiri-5738	296	4	t.	t.	PROPN
ajiri-5738	296	5	,	,	PUNCT
ajiri-5738	296	6	alqahtani	alqahtani	ADJ
ajiri-5738	296	7	,	,	PUNCT
ajiri-5738	296	8	a.	a.	NOUN
ajiri-5738	296	9	y.	y.	PROPN
ajiri-5738	296	10	,	,	PUNCT
ajiri-5738	296	11	makki	makki	PROPN
ajiri-5738	296	12	,	,	PUNCT
ajiri-5738	296	13	a.	a.	NOUN
ajiri-5738	296	14	a.	a.	PROPN
ajiri-5738	296	15	,	,	PUNCT
ajiri-5738	296	16	&	&	CCONJ
ajiri-5738	296	17	baghdadi	baghdadi	NOUN
ajiri-5738	296	18	,	,	PUNCT
ajiri-5738	296	19	m.	m.	NOUN
ajiri-5738	296	20	a.	a.	NOUN
ajiri-5738	296	21	(	(	PUNCT
ajiri-5738	296	22	2024	2024	NUM
ajiri-5738	296	23	)	)	PUNCT
ajiri-5738	296	24	.	.	PUNCT
ajiri-5738	297	1	a	a	DET
ajiri-5738	297	2	hybrid	hybrid	ADJ
ajiri-5738	297	3	mcdm	mcdm	ADJ
ajiri-5738	297	4	approach	approach	NOUN
ajiri-5738	297	5	using	use	VERB
ajiri-5738	297	6	the	the	DET
ajiri-5738	297	7	bwm	bwm	NOUN
ajiri-5738	297	8	and	and	CCONJ
ajiri-5738	297	9	the	the	DET
ajiri-5738	297	10	topsis	topsis	NOUN
ajiri-5738	297	11	for	for	ADP
ajiri-5738	297	12	a	a	DET
ajiri-5738	297	13	financial	financial	ADJ
ajiri-5738	297	14	performance	performance	NOUN
ajiri-5738	297	15	-	-	PUNCT
ajiri-5738	297	16	based	base	VERB
ajiri-5738	297	17	evaluation	evaluation	NOUN
ajiri-5738	297	18	of	of	ADP
ajiri-5738	297	19	saudi	saudi	ADJ
ajiri-5738	297	20	stocks	stock	NOUN
ajiri-5738	297	21	.	.	PUNCT
ajiri-5738	298	1	information	information	NOUN
ajiri-5738	298	2	,	,	PUNCT
ajiri-5738	298	3	15(5	15(5	NUM
ajiri-5738	298	4	)	)	PUNCT
ajiri-5738	298	5	,	,	PUNCT
ajiri-5738	298	6	258	258	NUM
ajiri-5738	298	7	.	.	PUNCT
ajiri-5738	299	1	atichasari	atichasari	PROPN
ajiri-5738	299	2	,	,	PUNCT
ajiri-5738	299	3	a.	a.	PROPN
ajiri-5738	299	4	s.	s.	PROPN
ajiri-5738	299	5	,	,	PUNCT
ajiri-5738	299	6	ratnasari	ratnasari	PROPN
ajiri-5738	299	7	,	,	PUNCT
ajiri-5738	299	8	a.	a.	NOUN
ajiri-5738	299	9	,	,	PUNCT
ajiri-5738	299	10	kulsum	kulsum	PROPN
ajiri-5738	299	11	,	,	PUNCT
ajiri-5738	299	12	u.	u.	PROPN
ajiri-5738	299	13	,	,	PUNCT
ajiri-5738	299	14	kahpi	kahpi	PROPN
ajiri-5738	299	15	,	,	PUNCT
ajiri-5738	299	16	h.	h.	PROPN
ajiri-5738	299	17	s.	s.	PROPN
ajiri-5738	299	18	,	,	PUNCT
ajiri-5738	299	19	wulandari	wulandari	PROPN
ajiri-5738	299	20	,	,	PUNCT
ajiri-5738	299	21	s.	s.	PROPN
ajiri-5738	299	22	s.	s.	PROPN
ajiri-5738	299	23	,	,	PUNCT
ajiri-5738	299	24	&	&	CCONJ
ajiri-5738	299	25	marfu	marfu	PROPN
ajiri-5738	299	26	,	,	PUNCT
ajiri-5738	299	27	a.	a.	NOUN
ajiri-5738	299	28	(	(	PUNCT
ajiri-5738	299	29	2023	2023	NUM
ajiri-5738	299	30	)	)	PUNCT
ajiri-5738	299	31	.	.	PUNCT
ajiri-5738	300	1	examining	examine	VERB
ajiri-5738	300	2	non	non	ADJ
ajiri-5738	300	3	-	-	ADJ
ajiri-5738	300	4	performing	performing	ADJ
ajiri-5738	300	5	loans	loan	NOUN
ajiri-5738	300	6	on	on	ADP
ajiri-5738	300	7	corporate	corporate	ADJ
ajiri-5738	300	8	financial	financial	ADJ
ajiri-5738	300	9	sustainability	sustainability	NOUN
ajiri-5738	300	10	:	:	PUNCT
ajiri-5738	300	11	evidence	evidence	NOUN
ajiri-5738	300	12	from	from	ADP
ajiri-5738	300	13	indonesia	indonesia	PROPN
ajiri-5738	300	14	.	.	PUNCT
ajiri-5738	301	1	sustainable	sustainable	ADJ
ajiri-5738	301	2	pa	pa	PROPN
ajiri-5738	301	3	ge	ge	PROPN
ajiri-5738	301	4	60	60	NUM
ajiri-5738	301	5	https://journals.e-palli.com/home/index.php/ajiri	https://journals.e-palli.com/home/index.php/ajiri	PROPN
ajiri-5738	301	6	am	be	AUX
ajiri-5738	301	7	.	.	PUNCT
ajiri-5738	302	1	j.	j.	PROPN
ajiri-5738	302	2	interdiscip	interdiscip	PROPN
ajiri-5738	302	3	.	.	PUNCT
ajiri-5738	303	1	res	re	NOUN
ajiri-5738	303	2	.	.	PUNCT
ajiri-5738	304	1	innov	innov	PROPN
ajiri-5738	304	2	.	.	PUNCT
ajiri-5738	305	1	4(3	4(3	NUM
ajiri-5738	305	2	)	)	PUNCT
ajiri-5738	305	3	50	50	NUM
ajiri-5738	305	4	-	-	SYM
ajiri-5738	305	5	61	61	NUM
ajiri-5738	305	6	,	,	PUNCT
ajiri-5738	305	7	2025	2025	NUM
ajiri-5738	305	8	futures	future	NOUN
ajiri-5738	305	9	,	,	PUNCT
ajiri-5738	305	10	6	6	NUM
ajiri-5738	305	11	,	,	PUNCT
ajiri-5738	305	12	100137	100137	NUM
ajiri-5738	305	13	.	.	PUNCT
ajiri-5738	306	1	barbier	barbier	NOUN
ajiri-5738	306	2	-	-	PUNCT
ajiri-5738	306	3	gauchard	gauchard	PROPN
ajiri-5738	306	4	,	,	PUNCT
ajiri-5738	306	5	a.	a.	NOUN
ajiri-5738	306	6	,	,	PUNCT
ajiri-5738	306	7	dai	dai	PROPN
ajiri-5738	306	8	,	,	PUNCT
ajiri-5738	306	9	m.	m.	NOUN
ajiri-5738	306	10	,	,	PUNCT
ajiri-5738	306	11	mainguy	mainguy	NOUN
ajiri-5738	306	12	,	,	PUNCT
ajiri-5738	306	13	c.	c.	PROPN
ajiri-5738	306	14	,	,	PUNCT
ajiri-5738	306	15	saadaoui	saadaoui	PROPN
ajiri-5738	306	16	,	,	PUNCT
ajiri-5738	306	17	j.	j.	PROPN
ajiri-5738	306	18	,	,	PUNCT
ajiri-5738	306	19	sidiropoulos	sidiropoulo	NOUN
ajiri-5738	306	20	,	,	PUNCT
ajiri-5738	306	21	m.	m.	NOUN
ajiri-5738	306	22	,	,	PUNCT
ajiri-5738	306	23	terraz	terraz	PROPN
ajiri-5738	306	24	,	,	PUNCT
ajiri-5738	306	25	i.	i.	PROPN
ajiri-5738	306	26	,	,	PUNCT
ajiri-5738	306	27	&	&	CCONJ
ajiri-5738	306	28	trabelsi	trabelsi	PROPN
ajiri-5738	306	29	,	,	PUNCT
ajiri-5738	306	30	j.	j.	PROPN
ajiri-5738	306	31	(	(	PUNCT
ajiri-5738	306	32	2021	2021	NUM
ajiri-5738	306	33	)	)	PUNCT
ajiri-5738	306	34	.	.	PUNCT
ajiri-5738	307	1	towards	towards	ADP
ajiri-5738	307	2	a	a	DET
ajiri-5738	307	3	more	more	ADV
ajiri-5738	307	4	resilient	resilient	ADJ
ajiri-5738	307	5	european	european	PROPN
ajiri-5738	307	6	union	union	PROPN
ajiri-5738	307	7	after	after	ADP
ajiri-5738	307	8	the	the	DET
ajiri-5738	307	9	covid-19	covid-19	PROPN
ajiri-5738	307	10	crisis	crisis	NOUN
ajiri-5738	307	11	.	.	PUNCT
ajiri-5738	308	1	eurasian	eurasian	ADJ
ajiri-5738	308	2	economic	economic	PROPN
ajiri-5738	308	3	review	review	PROPN
ajiri-5738	308	4	,	,	PUNCT
ajiri-5738	308	5	11(2	11(2	NOUN
ajiri-5738	308	6	)	)	PUNCT
ajiri-5738	308	7	,	,	PUNCT
ajiri-5738	308	8	321	321	NUM
ajiri-5738	308	9	-	-	SYM
ajiri-5738	308	10	348	348	NUM
ajiri-5738	308	11	.	.	PUNCT
ajiri-5738	309	1	berrospide	berrospide	NOUN
ajiri-5738	309	2	,	,	PUNCT
ajiri-5738	309	3	j.	j.	PROPN
ajiri-5738	309	4	m.	m.	PROPN
ajiri-5738	309	5	(	(	PUNCT
ajiri-5738	309	6	2021	2021	NUM
ajiri-5738	309	7	)	)	PUNCT
ajiri-5738	309	8	.	.	PUNCT
ajiri-5738	310	1	bank	bank	NOUN
ajiri-5738	310	2	liquidity	liquidity	NOUN
ajiri-5738	310	3	hoarding	hoarding	NOUN
ajiri-5738	310	4	and	and	CCONJ
ajiri-5738	310	5	the	the	DET
ajiri-5738	310	6	financial	financial	ADJ
ajiri-5738	310	7	crisis	crisis	NOUN
ajiri-5738	310	8	:	:	PUNCT
ajiri-5738	310	9	an	an	DET
ajiri-5738	310	10	empirical	empirical	ADJ
ajiri-5738	310	11	evaluation	evaluation	NOUN
ajiri-5738	310	12	.	.	PUNCT
ajiri-5738	311	1	the	the	DET
ajiri-5738	311	2	quarterly	quarterly	ADJ
ajiri-5738	311	3	journal	journal	NOUN
ajiri-5738	311	4	of	of	ADP
ajiri-5738	311	5	finance	finance	NOUN
ajiri-5738	311	6	,	,	PUNCT
ajiri-5738	311	7	11(04	11(04	NUM
ajiri-5738	311	8	)	)	PUNCT
ajiri-5738	311	9	,	,	PUNCT
ajiri-5738	311	10	2150020	2150020	NUM
ajiri-5738	311	11	.	.	PUNCT
ajiri-5738	312	1	bhamra	bhamra	PROPN
ajiri-5738	312	2	,	,	PUNCT
ajiri-5738	312	3	h.	h.	PROPN
ajiri-5738	312	4	s.	s.	PROPN
ajiri-5738	312	5	,	,	PUNCT
ajiri-5738	312	6	dorion	dorion	NOUN
ajiri-5738	312	7	,	,	PUNCT
ajiri-5738	312	8	c.	c.	PROPN
ajiri-5738	312	9	,	,	PUNCT
ajiri-5738	312	10	jeanneret	jeanneret	PROPN
ajiri-5738	312	11	,	,	PUNCT
ajiri-5738	312	12	a.	a.	PROPN
ajiri-5738	312	13	,	,	PUNCT
ajiri-5738	312	14	&	&	CCONJ
ajiri-5738	312	15	weber	weber	PROPN
ajiri-5738	312	16	,	,	PUNCT
ajiri-5738	312	17	m.	m.	NOUN
ajiri-5738	312	18	(	(	PUNCT
ajiri-5738	312	19	2023	2023	NUM
ajiri-5738	312	20	)	)	PUNCT
ajiri-5738	312	21	.	.	PUNCT
ajiri-5738	313	1	high	high	ADJ
ajiri-5738	313	2	inflation	inflation	NOUN
ajiri-5738	313	3	:	:	PUNCT
ajiri-5738	313	4	low	low	ADJ
ajiri-5738	313	5	default	default	NOUN
ajiri-5738	313	6	risk	risk	NOUN
ajiri-5738	313	7	and	and	CCONJ
ajiri-5738	313	8	low	low	ADJ
ajiri-5738	313	9	equity	equity	NOUN
ajiri-5738	313	10	valuations	valuation	NOUN
ajiri-5738	313	11	.	.	PUNCT
ajiri-5738	314	1	the	the	DET
ajiri-5738	314	2	review	review	NOUN
ajiri-5738	314	3	of	of	ADP
ajiri-5738	314	4	financial	financial	ADJ
ajiri-5738	314	5	studies	study	NOUN
ajiri-5738	314	6	,	,	PUNCT
ajiri-5738	314	7	36(3	36(3	NOUN
ajiri-5738	314	8	)	)	PUNCT
ajiri-5738	314	9	,	,	PUNCT
ajiri-5738	314	10	1192	1192	NUM
ajiri-5738	314	11	-	-	SYM
ajiri-5738	314	12	1252	1252	NUM
ajiri-5738	314	13	.	.	PUNCT
ajiri-5738	315	1	bibow	bibow	PROPN
ajiri-5738	315	2	,	,	PUNCT
ajiri-5738	315	3	j.	j.	PROPN
ajiri-5738	315	4	(	(	PUNCT
ajiri-5738	315	5	2021	2021	NUM
ajiri-5738	315	6	)	)	PUNCT
ajiri-5738	315	7	.	.	PUNCT
ajiri-5738	316	1	evolving	evolve	VERB
ajiri-5738	316	2	international	international	ADJ
ajiri-5738	316	3	monetary	monetary	ADJ
ajiri-5738	316	4	and	and	CCONJ
ajiri-5738	316	5	financial	financial	ADJ
ajiri-5738	316	6	architecture	architecture	NOUN
ajiri-5738	316	7	and	and	CCONJ
ajiri-5738	316	8	the	the	DET
ajiri-5738	316	9	development	development	NOUN
ajiri-5738	316	10	challenge	challenge	NOUN
ajiri-5738	316	11	:	:	PUNCT
ajiri-5738	316	12	a	a	DET
ajiri-5738	316	13	liquidity	liquidity	NOUN
ajiri-5738	316	14	preference	preference	NOUN
ajiri-5738	316	15	theoretical	theoretical	ADJ
ajiri-5738	316	16	perspective	perspective	NOUN
ajiri-5738	316	17	.	.	PUNCT
ajiri-5738	317	1	in	in	ADP
ajiri-5738	317	2	emerging	emerge	VERB
ajiri-5738	317	3	economies	economy	NOUN
ajiri-5738	317	4	and	and	CCONJ
ajiri-5738	317	5	the	the	DET
ajiri-5738	317	6	global	global	ADJ
ajiri-5738	317	7	financial	financial	ADJ
ajiri-5738	317	8	system	system	NOUN
ajiri-5738	317	9	(	(	PUNCT
ajiri-5738	317	10	pp	pp	ADJ
ajiri-5738	317	11	.	.	PUNCT
ajiri-5738	318	1	101	101	NUM
ajiri-5738	318	2	-	-	SYM
ajiri-5738	318	3	115	115	NUM
ajiri-5738	318	4	)	)	PUNCT
ajiri-5738	318	5	.	.	PUNCT
ajiri-5738	319	1	routledge	routledge	PROPN
ajiri-5738	319	2	.	.	PUNCT
ajiri-5738	319	3	blake	blake	PROPN
ajiri-5738	319	4	,	,	PUNCT
ajiri-5738	319	5	d.	d.	PROPN
ajiri-5738	319	6	(	(	PUNCT
ajiri-5738	319	7	2022	2022	NUM
ajiri-5738	319	8	)	)	PUNCT
ajiri-5738	319	9	.	.	PUNCT
ajiri-5738	320	1	the	the	DET
ajiri-5738	320	2	great	great	ADJ
ajiri-5738	320	3	game	game	NOUN
ajiri-5738	320	4	will	will	AUX
ajiri-5738	320	5	never	never	ADV
ajiri-5738	320	6	end	end	VERB
ajiri-5738	320	7	:	:	PUNCT
ajiri-5738	320	8	why	why	SCONJ
ajiri-5738	320	9	the	the	DET
ajiri-5738	320	10	global	global	ADJ
ajiri-5738	320	11	financial	financial	ADJ
ajiri-5738	320	12	crisis	crisis	NOUN
ajiri-5738	320	13	is	be	AUX
ajiri-5738	320	14	bound	bind	VERB
ajiri-5738	320	15	to	to	PART
ajiri-5738	320	16	be	be	AUX
ajiri-5738	320	17	repeated	repeat	VERB
ajiri-5738	320	18	.	.	PUNCT
ajiri-5738	321	1	journal	journal	NOUN
ajiri-5738	321	2	of	of	ADP
ajiri-5738	321	3	risk	risk	NOUN
ajiri-5738	321	4	and	and	CCONJ
ajiri-5738	321	5	financial	financial	ADJ
ajiri-5738	321	6	management	management	NOUN
ajiri-5738	321	7	,	,	PUNCT
ajiri-5738	321	8	15(6	15(6	NUM
ajiri-5738	321	9	)	)	PUNCT
ajiri-5738	321	10	,	,	PUNCT
ajiri-5738	321	11	245	245	NUM
ajiri-5738	321	12	.	.	PUNCT
ajiri-5738	322	1	bonizzi	bonizzi	PROPN
ajiri-5738	322	2	,	,	PUNCT
ajiri-5738	322	3	b.	b.	PROPN
ajiri-5738	322	4	,	,	PUNCT
ajiri-5738	322	5	&	&	CCONJ
ajiri-5738	322	6	kaltenbrunner	kaltenbrunner	PROPN
ajiri-5738	322	7	,	,	PUNCT
ajiri-5738	322	8	a.	a.	NOUN
ajiri-5738	322	9	(	(	PUNCT
ajiri-5738	322	10	2021	2021	NUM
ajiri-5738	322	11	)	)	PUNCT
ajiri-5738	322	12	.	.	PUNCT
ajiri-5738	323	1	a	a	DET
ajiri-5738	323	2	minskyan	minskyan	ADJ
ajiri-5738	323	3	framework	framework	NOUN
ajiri-5738	323	4	for	for	ADP
ajiri-5738	323	5	the	the	DET
ajiri-5738	323	6	analysis	analysis	NOUN
ajiri-5738	323	7	of	of	ADP
ajiri-5738	323	8	financial	financial	ADJ
ajiri-5738	323	9	flows	flow	NOUN
ajiri-5738	323	10	to	to	ADP
ajiri-5738	323	11	emerging	emerge	VERB
ajiri-5738	323	12	economies	economy	NOUN
ajiri-5738	323	13	.	.	PUNCT
ajiri-5738	324	1	in	in	ADP
ajiri-5738	324	2	emerging	emerge	VERB
ajiri-5738	324	3	economies	economy	NOUN
ajiri-5738	324	4	and	and	CCONJ
ajiri-5738	324	5	the	the	DET
ajiri-5738	324	6	global	global	ADJ
ajiri-5738	324	7	financial	financial	ADJ
ajiri-5738	324	8	system	system	NOUN
ajiri-5738	324	9	(	(	PUNCT
ajiri-5738	324	10	pp	pp	ADJ
ajiri-5738	324	11	.	.	PUNCT
ajiri-5738	324	12	43	43	NUM
ajiri-5738	324	13	-	-	SYM
ajiri-5738	324	14	55	55	NUM
ajiri-5738	324	15	)	)	PUNCT
ajiri-5738	324	16	.	.	PUNCT
ajiri-5738	325	1	routledge	routledge	PROPN
ajiri-5738	325	2	.	.	PUNCT
ajiri-5738	326	1	brady	brady	PROPN
ajiri-5738	326	2	,	,	PUNCT
ajiri-5738	326	3	m.	m.	NOUN
ajiri-5738	326	4	(	(	PUNCT
ajiri-5738	326	5	2024	2024	NUM
ajiri-5738	326	6	)	)	PUNCT
ajiri-5738	326	7	.	.	PUNCT
ajiri-5738	327	1	opinion	opinion	NOUN
ajiri-5738	327	2	about	about	ADP
ajiri-5738	327	3	the	the	DET
ajiri-5738	327	4	liquidity	liquidity	NOUN
ajiri-5738	327	5	preference	preference	NOUN
ajiri-5738	327	6	theory	theory	NOUN
ajiri-5738	327	7	.	.	PUNCT
ajiri-5738	328	1	discussions	discussion	NOUN
ajiri-5738	328	2	concerning	concern	VERB
ajiri-5738	328	3	weight	weight	NOUN
ajiri-5738	328	4	and	and	CCONJ
ajiri-5738	328	5	risk	risk	NOUN
ajiri-5738	328	6	in	in	ADP
ajiri-5738	328	7	the	the	DET
ajiri-5738	328	8	townshend	townshend	NOUN
ajiri-5738	328	9	-	-	PUNCT
ajiri-5738	328	10	keynes	keynes	PROPN
ajiri-5738	328	11	letters	letter	NOUN
ajiri-5738	328	12	of	of	ADP
ajiri-5738	328	13	novemberdecember	novemberdecember	PROPN
ajiri-5738	328	14	1938	1938	NUM
ajiri-5738	328	15	.	.	PUNCT
ajiri-5738	329	1	theoretical	theoretical	ADJ
ajiri-5738	329	2	and	and	CCONJ
ajiri-5738	329	3	practical	practical	ADJ
ajiri-5738	329	4	research	research	NOUN
ajiri-5738	329	5	in	in	ADP
ajiri-5738	329	6	economic	economic	ADJ
ajiri-5738	329	7	fields	field	NOUN
ajiri-5738	329	8	(	(	PUNCT
ajiri-5738	329	9	tpref	tpref	NOUN
ajiri-5738	329	10	)	)	PUNCT
ajiri-5738	329	11	,	,	PUNCT
ajiri-5738	329	12	15(1	15(1	NUM
ajiri-5738	329	13	(	(	PUNCT
ajiri-5738	329	14	29	29	NUM
ajiri-5738	329	15	)	)	PUNCT
ajiri-5738	329	16	)	)	PUNCT
ajiri-5738	329	17	,	,	PUNCT
ajiri-5738	329	18	45	45	NUM
ajiri-5738	329	19	-	-	SYM
ajiri-5738	329	20	53	53	NUM
ajiri-5738	329	21	.	.	PUNCT
ajiri-5738	330	1	buha	buha	PROPN
ajiri-5738	330	2	,	,	PUNCT
ajiri-5738	330	3	h.	h.	PROPN
ajiri-5738	330	4	,	,	PUNCT
ajiri-5738	330	5	yevenko	yevenko	PROPN
ajiri-5738	330	6	,	,	PUNCT
ajiri-5738	330	7	d.	d.	PROPN
ajiri-5738	330	8	,	,	PUNCT
ajiri-5738	330	9	&	&	CCONJ
ajiri-5738	330	10	pastushenko	pastushenko	PROPN
ajiri-5738	330	11	,	,	PUNCT
ajiri-5738	330	12	v.	v.	PROPN
ajiri-5738	330	13	(	(	PUNCT
ajiri-5738	330	14	2023	2023	NUM
ajiri-5738	330	15	)	)	PUNCT
ajiri-5738	330	16	.	.	PUNCT
ajiri-5738	331	1	concept	concept	NOUN
ajiri-5738	331	2	and	and	CCONJ
ajiri-5738	331	3	classification	classification	NOUN
ajiri-5738	331	4	of	of	ADP
ajiri-5738	331	5	non	non	ADJ
ajiri-5738	331	6	-	-	ADJ
ajiri-5738	331	7	banking	banking	ADJ
ajiri-5738	331	8	financial	financial	ADJ
ajiri-5738	331	9	institutions	institution	NOUN
ajiri-5738	331	10	.	.	PUNCT
ajiri-5738	332	1	baltic	baltic	PROPN
ajiri-5738	332	2	journal	journal	PROPN
ajiri-5738	332	3	of	of	ADP
ajiri-5738	332	4	economic	economic	ADJ
ajiri-5738	332	5	studies	study	NOUN
ajiri-5738	332	6	,	,	PUNCT
ajiri-5738	332	7	9(1	9(1	NUM
ajiri-5738	332	8	)	)	PUNCT
ajiri-5738	332	9	,	,	PUNCT
ajiri-5738	332	10	18	18	NUM
ajiri-5738	332	11	-	-	SYM
ajiri-5738	332	12	26	26	NUM
ajiri-5738	332	13	.	.	PUNCT
ajiri-5738	333	1	chen	chen	PROPN
ajiri-5738	333	2	,	,	PUNCT
ajiri-5738	333	3	x.	x.	PROPN
ajiri-5738	333	4	,	,	PUNCT
ajiri-5738	333	5	wu	wu	PROPN
ajiri-5738	333	6	,	,	PUNCT
ajiri-5738	333	7	y.	y.	NOUN
ajiri-5738	333	8	,	,	PUNCT
ajiri-5738	333	9	ding	ding	NOUN
ajiri-5738	333	10	,	,	PUNCT
ajiri-5738	333	11	y.	y.	PROPN
ajiri-5738	333	12	,	,	PUNCT
ajiri-5738	333	13	&	&	CCONJ
ajiri-5738	333	14	zhang	zhang	PROPN
ajiri-5738	333	15	,	,	PUNCT
ajiri-5738	333	16	t.	t.	PROPN
ajiri-5738	333	17	(	(	PUNCT
ajiri-5738	333	18	2025	2025	NUM
ajiri-5738	333	19	)	)	PUNCT
ajiri-5738	333	20	.	.	PUNCT
ajiri-5738	334	1	exploring	explore	VERB
ajiri-5738	334	2	the	the	DET
ajiri-5738	334	3	nexus	nexus	NOUN
ajiri-5738	334	4	of	of	ADP
ajiri-5738	334	5	liquidity	liquidity	NOUN
ajiri-5738	334	6	regulation	regulation	NOUN
ajiri-5738	334	7	,	,	PUNCT
ajiri-5738	334	8	bank	bank	NOUN
ajiri-5738	334	9	risk	risk	NOUN
ajiri-5738	334	10	-	-	PUNCT
ajiri-5738	334	11	taking	taking	NOUN
ajiri-5738	334	12	,	,	PUNCT
ajiri-5738	334	13	and	and	CCONJ
ajiri-5738	334	14	shadow	shadow	VERB
ajiri-5738	334	15	banking	banking	NOUN
ajiri-5738	334	16	:	:	PUNCT
ajiri-5738	334	17	a	a	DET
ajiri-5738	334	18	comprehensive	comprehensive	ADJ
ajiri-5738	334	19	analysis	analysis	NOUN
ajiri-5738	334	20	of	of	ADP
ajiri-5738	334	21	chinese	chinese	ADJ
ajiri-5738	334	22	commercial	commercial	ADJ
ajiri-5738	334	23	banks	bank	NOUN
ajiri-5738	334	24	.	.	PUNCT
ajiri-5738	335	1	journal	journal	NOUN
ajiri-5738	335	2	of	of	ADP
ajiri-5738	335	3	the	the	DET
ajiri-5738	335	4	knowledge	knowledge	NOUN
ajiri-5738	335	5	economy	economy	NOUN
ajiri-5738	335	6	,	,	PUNCT
ajiri-5738	335	7	16(1	16(1	NUM
ajiri-5738	335	8	)	)	PUNCT
ajiri-5738	335	9	,	,	PUNCT
ajiri-5738	335	10	601	601	NUM
ajiri-5738	335	11	-	-	SYM
ajiri-5738	335	12	629	629	NUM
ajiri-5738	335	13	.	.	PUNCT
ajiri-5738	336	1	diesel	diesel	NOUN
ajiri-5738	336	2	,	,	PUNCT
ajiri-5738	336	3	h.	h.	PROPN
ajiri-5738	336	4	,	,	PUNCT
ajiri-5738	336	5	nkuna	nkuna	PROPN
ajiri-5738	336	6	,	,	PUNCT
ajiri-5738	336	7	m.	m.	NOUN
ajiri-5738	336	8	,	,	PUNCT
ajiri-5738	336	9	olds	old	NOUN
ajiri-5738	336	10	,	,	PUNCT
ajiri-5738	336	11	t.	t.	PROPN
ajiri-5738	336	12	,	,	PUNCT
ajiri-5738	336	13	&	&	CCONJ
ajiri-5738	336	14	steenkamp	steenkamp	PROPN
ajiri-5738	336	15	,	,	PUNCT
ajiri-5738	336	16	d.	d.	PROPN
ajiri-5738	336	17	(	(	PUNCT
ajiri-5738	336	18	2022	2022	NUM
ajiri-5738	336	19	)	)	PUNCT
ajiri-5738	336	20	.	.	PUNCT
ajiri-5738	337	1	the	the	DET
ajiri-5738	337	2	cost	cost	NOUN
ajiri-5738	337	3	of	of	ADP
ajiri-5738	337	4	complying	comply	VERB
ajiri-5738	337	5	with	with	ADP
ajiri-5738	337	6	basel	basel	PROPN
ajiri-5738	337	7	iii	iii	PROPN
ajiri-5738	337	8	liquidity	liquidity	NOUN
ajiri-5738	337	9	regulations	regulation	NOUN
ajiri-5738	337	10	for	for	ADP
ajiri-5738	337	11	south	south	ADJ
ajiri-5738	337	12	african	african	ADJ
ajiri-5738	337	13	banks	bank	NOUN
ajiri-5738	337	14	.	.	PUNCT
ajiri-5738	338	1	economic	economic	ADJ
ajiri-5738	338	2	research	research	PROPN
ajiri-5738	338	3	and	and	CCONJ
ajiri-5738	338	4	statistics	statistics	PROPN
ajiri-5738	338	5	department	department	PROPN
ajiri-5738	338	6	,	,	PUNCT
ajiri-5738	338	7	south	south	PROPN
ajiri-5738	338	8	african	african	PROPN
ajiri-5738	338	9	reserve	reserve	PROPN
ajiri-5738	338	10	bank	bank	PROPN
ajiri-5738	338	11	.	.	PUNCT
ajiri-5738	339	1	eltweri	eltweri	PROPN
ajiri-5738	339	2	,	,	PUNCT
ajiri-5738	339	3	a.	a.	PROPN
ajiri-5738	339	4	,	,	PUNCT
ajiri-5738	339	5	sawan	sawan	PROPN
ajiri-5738	339	6	,	,	PUNCT
ajiri-5738	339	7	n.	n.	PROPN
ajiri-5738	339	8	,	,	PUNCT
ajiri-5738	339	9	al	al	PROPN
ajiri-5738	339	10	-	-	PUNCT
ajiri-5738	339	11	hajaya	hajaya	PROPN
ajiri-5738	339	12	,	,	PUNCT
ajiri-5738	339	13	k.	k.	PROPN
ajiri-5738	339	14	,	,	PUNCT
ajiri-5738	339	15	&	&	CCONJ
ajiri-5738	339	16	badri	badri	PROPN
ajiri-5738	339	17	,	,	PUNCT
ajiri-5738	339	18	z.	z.	PROPN
ajiri-5738	339	19	(	(	PUNCT
ajiri-5738	339	20	2024	2024	NUM
ajiri-5738	339	21	)	)	PUNCT
ajiri-5738	339	22	.	.	PUNCT
ajiri-5738	340	1	the	the	DET
ajiri-5738	340	2	influence	influence	NOUN
ajiri-5738	340	3	of	of	ADP
ajiri-5738	340	4	liquidity	liquidity	NOUN
ajiri-5738	340	5	risk	risk	NOUN
ajiri-5738	340	6	on	on	ADP
ajiri-5738	340	7	financial	financial	ADJ
ajiri-5738	340	8	performance	performance	NOUN
ajiri-5738	340	9	:	:	PUNCT
ajiri-5738	340	10	a	a	DET
ajiri-5738	340	11	study	study	NOUN
ajiri-5738	340	12	of	of	ADP
ajiri-5738	340	13	the	the	DET
ajiri-5738	340	14	uk	uk	PROPN
ajiri-5738	340	15	’s	’s	PART
ajiri-5738	340	16	largest	large	ADJ
ajiri-5738	340	17	commercial	commercial	ADJ
ajiri-5738	340	18	banks	bank	NOUN
ajiri-5738	340	19	.	.	PUNCT
ajiri-5738	341	1	journal	journal	NOUN
ajiri-5738	341	2	of	of	ADP
ajiri-5738	341	3	risk	risk	NOUN
ajiri-5738	341	4	and	and	CCONJ
ajiri-5738	341	5	financial	financial	ADJ
ajiri-5738	341	6	management	management	NOUN
ajiri-5738	341	7	,	,	PUNCT
ajiri-5738	341	8	17(12	17(12	NUM
ajiri-5738	341	9	)	)	PUNCT
ajiri-5738	341	10	,	,	PUNCT
ajiri-5738	341	11	580	580	NUM
ajiri-5738	341	12	.	.	X
ajiri-5738	341	13	fang	fang	PROPN
ajiri-5738	341	14	,	,	PUNCT
ajiri-5738	341	15	x.	x.	PROPN
ajiri-5738	341	16	,	,	PUNCT
ajiri-5738	341	17	liu	liu	PROPN
ajiri-5738	341	18	,	,	PUNCT
ajiri-5738	341	19	y.	y.	PROPN
ajiri-5738	341	20	,	,	PUNCT
ajiri-5738	341	21	&	&	CCONJ
ajiri-5738	341	22	roussanov	roussanov	PROPN
ajiri-5738	341	23	,	,	PUNCT
ajiri-5738	341	24	n.	n.	NOUN
ajiri-5738	341	25	(	(	PUNCT
ajiri-5738	341	26	2025	2025	NUM
ajiri-5738	341	27	)	)	PUNCT
ajiri-5738	341	28	.	.	PUNCT
ajiri-5738	342	1	getting	get	VERB
ajiri-5738	342	2	to	to	ADP
ajiri-5738	342	3	the	the	DET
ajiri-5738	342	4	core	core	NOUN
ajiri-5738	342	5	:	:	PUNCT
ajiri-5738	342	6	inflation	inflation	NOUN
ajiri-5738	342	7	risks	risk	VERB
ajiri-5738	342	8	within	within	ADP
ajiri-5738	342	9	and	and	CCONJ
ajiri-5738	342	10	across	across	ADP
ajiri-5738	342	11	asset	asset	NOUN
ajiri-5738	342	12	classes	class	NOUN
ajiri-5738	342	13	.	.	PUNCT
ajiri-5738	343	1	the	the	DET
ajiri-5738	343	2	review	review	NOUN
ajiri-5738	343	3	of	of	ADP
ajiri-5738	343	4	financial	financial	ADJ
ajiri-5738	343	5	studies	study	NOUN
ajiri-5738	343	6	,	,	PUNCT
ajiri-5738	343	7	hhaf050	hhaf050	PROPN
ajiri-5738	343	8	.	.	PROPN
ajiri-5738	343	9	gortsos	gortsos	PROPN
ajiri-5738	343	10	,	,	PUNCT
ajiri-5738	343	11	c.	c.	PROPN
ajiri-5738	343	12	v.	v.	PROPN
ajiri-5738	343	13	(	(	PUNCT
ajiri-5738	343	14	2023	2023	NUM
ajiri-5738	343	15	)	)	PUNCT
ajiri-5738	343	16	.	.	PUNCT
ajiri-5738	344	1	key	key	ADJ
ajiri-5738	344	2	aspects	aspect	NOUN
ajiri-5738	344	3	of	of	ADP
ajiri-5738	344	4	public	public	ADJ
ajiri-5738	344	5	international	international	ADJ
ajiri-5738	344	6	financial	financial	ADJ
ajiri-5738	344	7	law	law	NOUN
ajiri-5738	344	8	:	:	PUNCT
ajiri-5738	344	9	international	international	ADJ
ajiri-5738	344	10	financial	financial	ADJ
ajiri-5738	344	11	standards	standard	NOUN
ajiri-5738	344	12	.	.	PUNCT
ajiri-5738	345	1	in	in	ADP
ajiri-5738	345	2	the	the	DET
ajiri-5738	345	3	european	european	PROPN
ajiri-5738	345	4	banking	banking	NOUN
ajiri-5738	345	5	regulation	regulation	NOUN
ajiri-5738	345	6	handbook	handbook	NOUN
ajiri-5738	345	7	,	,	PUNCT
ajiri-5738	345	8	volume	volume	NOUN
ajiri-5738	345	9	i	i	NOUN
ajiri-5738	345	10	:	:	PUNCT
ajiri-5738	345	11	theory	theory	NOUN
ajiri-5738	345	12	of	of	ADP
ajiri-5738	345	13	banking	banking	NOUN
ajiri-5738	345	14	regulation	regulation	NOUN
ajiri-5738	345	15	,	,	PUNCT
ajiri-5738	345	16	international	international	ADJ
ajiri-5738	345	17	standards	standard	NOUN
ajiri-5738	345	18	,	,	PUNCT
ajiri-5738	345	19	evolution	evolution	NOUN
ajiri-5738	345	20	and	and	CCONJ
ajiri-5738	345	21	institutional	institutional	ADJ
ajiri-5738	345	22	aspects	aspect	NOUN
ajiri-5738	345	23	of	of	ADP
ajiri-5738	345	24	european	european	ADJ
ajiri-5738	345	25	banking	banking	NOUN
ajiri-5738	345	26	law	law	NOUN
ajiri-5738	345	27	(	(	PUNCT
ajiri-5738	345	28	pp	pp	ADJ
ajiri-5738	345	29	.	.	PUNCT
ajiri-5738	345	30	85	85	NUM
ajiri-5738	345	31	-	-	SYM
ajiri-5738	345	32	160	160	NUM
ajiri-5738	345	33	)	)	PUNCT
ajiri-5738	345	34	.	.	PUNCT
ajiri-5738	345	35	springer	springer	NOUN
ajiri-5738	345	36	.	.	PUNCT
ajiri-5738	346	1	guzel	guzel	PROPN
ajiri-5738	346	2	,	,	PUNCT
ajiri-5738	346	3	a.	a.	NOUN
ajiri-5738	346	4	(	(	PUNCT
ajiri-5738	346	5	2021	2021	NUM
ajiri-5738	346	6	)	)	PUNCT
ajiri-5738	346	7	.	.	PUNCT
ajiri-5738	347	1	risk	risk	NOUN
ajiri-5738	347	2	,	,	PUNCT
ajiri-5738	347	3	asset	asset	NOUN
ajiri-5738	347	4	and	and	CCONJ
ajiri-5738	347	5	liability	liability	NOUN
ajiri-5738	347	6	management	management	NOUN
ajiri-5738	347	7	in	in	ADP
ajiri-5738	347	8	banking	banking	NOUN
ajiri-5738	347	9	:	:	PUNCT
ajiri-5738	347	10	conceptual	conceptual	ADJ
ajiri-5738	347	11	and	and	CCONJ
ajiri-5738	347	12	contemporary	contemporary	ADJ
ajiri-5738	347	13	approach	approach	NOUN
ajiri-5738	347	14	.	.	PUNCT
ajiri-5738	348	1	in	in	ADP
ajiri-5738	348	2	financial	financial	ADJ
ajiri-5738	348	3	ecosystem	ecosystem	NOUN
ajiri-5738	348	4	and	and	CCONJ
ajiri-5738	348	5	strategy	strategy	NOUN
ajiri-5738	348	6	in	in	ADP
ajiri-5738	348	7	the	the	DET
ajiri-5738	348	8	digital	digital	ADJ
ajiri-5738	348	9	era	era	NOUN
ajiri-5738	348	10	:	:	PUNCT
ajiri-5738	348	11	global	global	ADJ
ajiri-5738	348	12	approaches	approach	NOUN
ajiri-5738	348	13	and	and	CCONJ
ajiri-5738	348	14	new	new	ADJ
ajiri-5738	348	15	opportunities	opportunity	NOUN
ajiri-5738	348	16	(	(	PUNCT
ajiri-5738	348	17	pp	pp	ADJ
ajiri-5738	348	18	.	.	PUNCT
ajiri-5738	348	19	121	121	NUM
ajiri-5738	348	20	-	-	SYM
ajiri-5738	348	21	177	177	NUM
ajiri-5738	348	22	)	)	PUNCT
ajiri-5738	348	23	.	.	PUNCT
ajiri-5738	349	1	springer	springer	NOUN
ajiri-5738	349	2	.	.	PUNCT
ajiri-5738	350	1	hacibedel	hacibedel	PROPN
ajiri-5738	350	2	,	,	PUNCT
ajiri-5738	350	3	m.	m.	PROPN
ajiri-5738	350	4	b.	b.	PROPN
ajiri-5738	350	5	,	,	PUNCT
ajiri-5738	350	6	&	&	CCONJ
ajiri-5738	350	7	jarmuzek	jarmuzek	PROPN
ajiri-5738	350	8	,	,	PUNCT
ajiri-5738	350	9	m.	m.	NOUN
ajiri-5738	350	10	(	(	PUNCT
ajiri-5738	350	11	2024	2024	NUM
ajiri-5738	350	12	)	)	PUNCT
ajiri-5738	350	13	.	.	PUNCT
ajiri-5738	351	1	vulnerabilities	vulnerability	NOUN
ajiri-5738	351	2	and	and	CCONJ
ajiri-5738	351	3	risks	risk	NOUN
ajiri-5738	351	4	in	in	ADP
ajiri-5738	351	5	denmark	denmark	PROPN
ajiri-5738	351	6	’s	’s	PART
ajiri-5738	351	7	nonbank	nonbank	PROPN
ajiri-5738	351	8	financial	financial	ADJ
ajiri-5738	351	9	institutions	institution	NOUN
ajiri-5738	351	10	:	:	PUNCT
ajiri-5738	351	11	denmark	denmark	NOUN
ajiri-5738	351	12	.	.	PUNCT
ajiri-5738	352	1	international	international	ADJ
ajiri-5738	352	2	monetary	monetary	ADJ
ajiri-5738	352	3	fund	fund	PROPN
ajiri-5738	352	4	.	.	PUNCT
ajiri-5738	353	1	haddou	haddou	PROPN
ajiri-5738	353	2	,	,	PUNCT
ajiri-5738	353	3	s.	s.	PROPN
ajiri-5738	353	4	,	,	PUNCT
ajiri-5738	353	5	&	&	CCONJ
ajiri-5738	353	6	mkhinini	mkhinini	PROPN
ajiri-5738	353	7	,	,	PUNCT
ajiri-5738	353	8	s.	s.	PROPN
ajiri-5738	353	9	(	(	PUNCT
ajiri-5738	353	10	2025	2025	NUM
ajiri-5738	353	11	)	)	PUNCT
ajiri-5738	353	12	.	.	PUNCT
ajiri-5738	354	1	non	non	ADJ
ajiri-5738	354	2	-	-	ADJ
ajiri-5738	354	3	restrictive	restrictive	ADJ
ajiri-5738	354	4	investments	investment	NOUN
ajiri-5738	354	5	under	under	ADP
ajiri-5738	354	6	islamic	islamic	PROPN
ajiri-5738	354	7	bank	bank	PROPN
ajiri-5738	354	8	governance	governance	NOUN
ajiri-5738	354	9	:	:	PUNCT
ajiri-5738	354	10	a	a	DET
ajiri-5738	354	11	comparative	comparative	ADJ
ajiri-5738	354	12	study	study	NOUN
ajiri-5738	354	13	of	of	ADP
ajiri-5738	354	14	gulf	gulf	PROPN
ajiri-5738	354	15	cooperative	cooperative	ADJ
ajiri-5738	354	16	council	council	PROPN
ajiri-5738	354	17	and	and	CCONJ
ajiri-5738	354	18	southeast	southeast	ADJ
ajiri-5738	354	19	asian	asian	ADJ
ajiri-5738	354	20	banks	bank	NOUN
ajiri-5738	354	21	.	.	PUNCT
ajiri-5738	355	1	journal	journal	PROPN
ajiri-5738	355	2	of	of	ADP
ajiri-5738	355	3	islamic	islamic	PROPN
ajiri-5738	355	4	accounting	accounting	PROPN
ajiri-5738	355	5	and	and	CCONJ
ajiri-5738	355	6	business	business	NOUN
ajiri-5738	355	7	research	research	NOUN
ajiri-5738	355	8	.	.	PUNCT
ajiri-5738	356	1	ilesanmi	ilesanmi	PROPN
ajiri-5738	356	2	,	,	PUNCT
ajiri-5738	356	3	k.	k.	PROPN
ajiri-5738	356	4	d.	d.	PROPN
ajiri-5738	356	5	(	(	PUNCT
ajiri-5738	356	6	2025	2025	NUM
ajiri-5738	356	7	)	)	PUNCT
ajiri-5738	356	8	.	.	PUNCT
ajiri-5738	357	1	regulation	regulation	NOUN
ajiri-5738	357	2	of	of	ADP
ajiri-5738	357	3	shadow	shadow	NOUN
ajiri-5738	357	4	banks	bank	NOUN
ajiri-5738	357	5	and	and	CCONJ
ajiri-5738	357	6	its	its	PRON
ajiri-5738	357	7	implication	implication	NOUN
ajiri-5738	357	8	for	for	ADP
ajiri-5738	357	9	financial	financial	ADJ
ajiri-5738	357	10	stability	stability	NOUN
ajiri-5738	357	11	in	in	ADP
ajiri-5738	357	12	emerging	emerge	VERB
ajiri-5738	357	13	economies	economy	NOUN
ajiri-5738	357	14	.	.	PUNCT
ajiri-5738	358	1	in	in	ADP
ajiri-5738	358	2	shadow	shadow	NOUN
ajiri-5738	358	3	banking	banking	NOUN
ajiri-5738	358	4	and	and	CCONJ
ajiri-5738	358	5	financial	financial	ADJ
ajiri-5738	358	6	risk	risk	NOUN
ajiri-5738	358	7	in	in	ADP
ajiri-5738	358	8	emerging	emerge	VERB
ajiri-5738	358	9	and	and	CCONJ
ajiri-5738	358	10	developing	develop	VERB
ajiri-5738	358	11	markets	market	NOUN
ajiri-5738	358	12	:	:	PUNCT
ajiri-5738	358	13	the	the	DET
ajiri-5738	358	14	growth	growth	NOUN
ajiri-5738	358	15	and	and	CCONJ
ajiri-5738	358	16	development	development	NOUN
ajiri-5738	358	17	of	of	ADP
ajiri-5738	358	18	non	non	ADJ
ajiri-5738	358	19	-	-	ADJ
ajiri-5738	358	20	bank	bank	ADJ
ajiri-5738	358	21	financial	financial	ADJ
ajiri-5738	358	22	intermediation	intermediation	NOUN
ajiri-5738	358	23	(	(	PUNCT
ajiri-5738	358	24	pp	pp	ADJ
ajiri-5738	358	25	.	.	PUNCT
ajiri-5738	358	26	233	233	NUM
ajiri-5738	358	27	-	-	NUM
ajiri-5738	358	28	252	252	NUM
ajiri-5738	358	29	)	)	PUNCT
ajiri-5738	358	30	.	.	PUNCT
ajiri-5738	359	1	springer	springer	NOUN
ajiri-5738	359	2	.	.	PUNCT
ajiri-5738	360	1	jiang	jiang	PROPN
ajiri-5738	360	2	,	,	PUNCT
ajiri-5738	360	3	s.	s.	PROPN
ajiri-5738	360	4	,	,	PUNCT
ajiri-5738	360	5	wang	wang	PROPN
ajiri-5738	360	6	,	,	PUNCT
ajiri-5738	360	7	j.	j.	PROPN
ajiri-5738	360	8	,	,	PUNCT
ajiri-5738	360	9	dong	dong	PROPN
ajiri-5738	360	10	,	,	PUNCT
ajiri-5738	360	11	r.	r.	PROPN
ajiri-5738	360	12	,	,	PUNCT
ajiri-5738	360	13	li	li	PROPN
ajiri-5738	360	14	,	,	PUNCT
ajiri-5738	360	15	y.	y.	PROPN
ajiri-5738	360	16	,	,	PUNCT
ajiri-5738	360	17	&	&	CCONJ
ajiri-5738	360	18	xia	xia	PROPN
ajiri-5738	360	19	,	,	PUNCT
ajiri-5738	360	20	m.	m.	NOUN
ajiri-5738	360	21	(	(	PUNCT
ajiri-5738	360	22	2023	2023	NUM
ajiri-5738	360	23	)	)	PUNCT
ajiri-5738	360	24	.	.	PUNCT
ajiri-5738	361	1	systemic	systemic	ADJ
ajiri-5738	361	2	risk	risk	NOUN
ajiri-5738	361	3	with	with	ADP
ajiri-5738	361	4	multi	multi	ADJ
ajiri-5738	361	5	-	-	ADJ
ajiri-5738	361	6	channel	channel	ADJ
ajiri-5738	361	7	risk	risk	NOUN
ajiri-5738	361	8	contagion	contagion	NOUN
ajiri-5738	361	9	in	in	ADP
ajiri-5738	361	10	the	the	DET
ajiri-5738	361	11	interbank	interbank	NOUN
ajiri-5738	361	12	market	market	NOUN
ajiri-5738	361	13	.	.	PUNCT
ajiri-5738	362	1	sustainability	sustainability	NOUN
ajiri-5738	362	2	,	,	PUNCT
ajiri-5738	362	3	15(3	15(3	NUM
ajiri-5738	362	4	)	)	PUNCT
ajiri-5738	362	5	,	,	PUNCT
ajiri-5738	362	6	2727	2727	NUM
ajiri-5738	362	7	.	.	PUNCT
ajiri-5738	363	1	kaplan	kaplan	PROPN
ajiri-5738	363	2	,	,	PUNCT
ajiri-5738	363	3	s.	s.	PROPN
ajiri-5738	363	4	b.	b.	PROPN
ajiri-5738	363	5	,	,	PUNCT
ajiri-5738	363	6	&	&	CCONJ
ajiri-5738	363	7	shim	shim	NOUN
ajiri-5738	363	8	,	,	PUNCT
ajiri-5738	363	9	s.	s.	PROPN
ajiri-5738	363	10	(	(	PUNCT
ajiri-5738	363	11	2024	2024	NUM
ajiri-5738	363	12	)	)	PUNCT
ajiri-5738	363	13	.	.	PUNCT
ajiri-5738	364	1	global	global	ADJ
ajiri-5738	364	2	contagion	contagion	NOUN
ajiri-5738	364	3	risk	risk	NOUN
ajiri-5738	364	4	and	and	CCONJ
ajiri-5738	364	5	imf	imf	PROPN
ajiri-5738	364	6	credit	credit	NOUN
ajiri-5738	364	7	cycles	cycle	NOUN
ajiri-5738	364	8	:	:	PUNCT
ajiri-5738	364	9	emergency	emergency	NOUN
ajiri-5738	364	10	exits	exit	VERB
ajiri-5738	364	11	and	and	CCONJ
ajiri-5738	364	12	revolving	revolve	VERB
ajiri-5738	364	13	doors	door	NOUN
ajiri-5738	364	14	.	.	PUNCT
ajiri-5738	365	1	regulation	regulation	NOUN
ajiri-5738	365	2	&	&	CCONJ
ajiri-5738	365	3	governance	governance	NOUN
ajiri-5738	365	4	,	,	PUNCT
ajiri-5738	365	5	18(3	18(3	NUM
ajiri-5738	365	6	)	)	PUNCT
ajiri-5738	365	7	,	,	PUNCT
ajiri-5738	365	8	851	851	NUM
ajiri-5738	365	9	-	-	SYM
ajiri-5738	365	10	873	873	NUM
ajiri-5738	365	11	.	.	PUNCT
ajiri-5738	366	1	karim	karim	PROPN
ajiri-5738	366	2	,	,	PUNCT
ajiri-5738	366	3	m.	m.	NOUN
ajiri-5738	366	4	m.	m.	PROPN
ajiri-5738	366	5	a.	a.	PROPN
ajiri-5738	366	6	(	(	PUNCT
ajiri-5738	366	7	2021	2021	NUM
ajiri-5738	366	8	)	)	PUNCT
ajiri-5738	366	9	.	.	PUNCT
ajiri-5738	367	1	failure	failure	NOUN
ajiri-5738	367	2	of	of	ADP
ajiri-5738	367	3	lehman	lehman	PROPN
ajiri-5738	367	4	brothers	brother	NOUN
ajiri-5738	367	5	.	.	PUNCT
ajiri-5738	368	1	journal	journal	PROPN
ajiri-5738	368	2	of	of	ADP
ajiri-5738	368	3	finance	finance	NOUN
ajiri-5738	368	4	and	and	CCONJ
ajiri-5738	368	5	investment	investment	NOUN
ajiri-5738	368	6	analysis	analysis	NOUN
ajiri-5738	368	7	,	,	PUNCT
ajiri-5738	368	8	10(4	10(4	NUM
ajiri-5738	368	9	)	)	PUNCT
ajiri-5738	368	10	,	,	PUNCT
ajiri-5738	368	11	1	1	NUM
ajiri-5738	368	12	-	-	SYM
ajiri-5738	368	13	14	14	NUM
ajiri-5738	368	14	.	.	PUNCT
ajiri-5738	369	1	karim	karim	PROPN
ajiri-5738	369	2	,	,	PUNCT
ajiri-5738	369	3	m.	m.	PROPN
ajiri-5738	369	4	r.	r.	PROPN
ajiri-5738	369	5	,	,	PUNCT
ajiri-5738	369	6	shetu	shetu	PROPN
ajiri-5738	369	7	,	,	PUNCT
ajiri-5738	369	8	s.	s.	PROPN
ajiri-5738	369	9	a.	a.	PROPN
ajiri-5738	369	10	,	,	PUNCT
ajiri-5738	369	11	&	&	CCONJ
ajiri-5738	369	12	razia	razia	PROPN
ajiri-5738	369	13	,	,	PUNCT
ajiri-5738	369	14	s.	s.	PROPN
ajiri-5738	369	15	(	(	PUNCT
ajiri-5738	369	16	2021	2021	NUM
ajiri-5738	369	17	)	)	PUNCT
ajiri-5738	369	18	.	.	PUNCT
ajiri-5738	370	1	covid-19	covid-19	PROPN
ajiri-5738	370	2	,	,	PUNCT
ajiri-5738	370	3	liquidity	liquidity	NOUN
ajiri-5738	370	4	and	and	CCONJ
ajiri-5738	370	5	financial	financial	ADJ
ajiri-5738	370	6	health	health	NOUN
ajiri-5738	370	7	:	:	PUNCT
ajiri-5738	370	8	empirical	empirical	ADJ
ajiri-5738	370	9	evidence	evidence	NOUN
ajiri-5738	370	10	from	from	ADP
ajiri-5738	370	11	south	south	ADJ
ajiri-5738	370	12	asian	asian	ADJ
ajiri-5738	370	13	economy	economy	NOUN
ajiri-5738	370	14	.	.	PUNCT
ajiri-5738	371	1	asian	asian	ADJ
ajiri-5738	371	2	journal	journal	PROPN
ajiri-5738	371	3	of	of	ADP
ajiri-5738	371	4	economics	economic	NOUN
ajiri-5738	371	5	and	and	CCONJ
ajiri-5738	371	6	banking	banking	NOUN
ajiri-5738	371	7	,	,	PUNCT
ajiri-5738	371	8	5(3	5(3	NUM
ajiri-5738	371	9	)	)	PUNCT
ajiri-5738	371	10	,	,	PUNCT
ajiri-5738	371	11	307	307	NUM
ajiri-5738	371	12	-	-	SYM
ajiri-5738	371	13	323	323	NUM
ajiri-5738	371	14	.	.	PUNCT
ajiri-5738	372	1	kaufinger	kaufinger	PROPN
ajiri-5738	372	2	,	,	PUNCT
ajiri-5738	372	3	g.	g.	PROPN
ajiri-5738	372	4	g.	g.	PROPN
ajiri-5738	372	5	,	,	PUNCT
ajiri-5738	372	6	&	&	CCONJ
ajiri-5738	372	7	neuenschwander	neuenschwander	PROPN
ajiri-5738	372	8	,	,	PUNCT
ajiri-5738	372	9	c.	c.	PROPN
ajiri-5738	372	10	(	(	PUNCT
ajiri-5738	372	11	2024	2024	NUM
ajiri-5738	372	12	)	)	PUNCT
ajiri-5738	372	13	.	.	PUNCT
ajiri-5738	373	1	the	the	DET
ajiri-5738	373	2	relationship	relationship	NOUN
ajiri-5738	373	3	between	between	ADP
ajiri-5738	373	4	asset	asset	NOUN
ajiri-5738	373	5	-	-	PUNCT
ajiri-5738	373	6	liability	liability	NOUN
ajiri-5738	373	7	management	management	NOUN
ajiri-5738	373	8	and	and	CCONJ
ajiri-5738	373	9	governance	governance	NOUN
ajiri-5738	373	10	quality	quality	NOUN
ajiri-5738	373	11	in	in	ADP
ajiri-5738	373	12	the	the	DET
ajiri-5738	373	13	banking	banking	NOUN
ajiri-5738	373	14	industry	industry	NOUN
ajiri-5738	373	15	.	.	PUNCT
ajiri-5738	374	1	journal	journal	PROPN
ajiri-5738	374	2	of	of	ADP
ajiri-5738	374	3	accounting	accounting	PROPN
ajiri-5738	374	4	&	&	CCONJ
ajiri-5738	374	5	finance	finance	PROPN
ajiri-5738	374	6	(	(	PUNCT
ajiri-5738	374	7	2158	2158	NUM
ajiri-5738	374	8	-	-	SYM
ajiri-5738	374	9	3625	3625	NUM
ajiri-5738	374	10	)	)	PUNCT
ajiri-5738	374	11	,	,	PUNCT
ajiri-5738	374	12	24(3	24(3	NUM
ajiri-5738	374	13	)	)	PUNCT
ajiri-5738	374	14	.	.	PUNCT
ajiri-5738	375	1	lileikienė	lileikienė	PROPN
ajiri-5738	375	2	,	,	PUNCT
ajiri-5738	375	3	a.	a.	NOUN
ajiri-5738	375	4	,	,	PUNCT
ajiri-5738	375	5	obi	obi	PROPN
ajiri-5738	375	6	,	,	PUNCT
ajiri-5738	375	7	p.	p.	PROPN
ajiri-5738	375	8	,	,	PUNCT
ajiri-5738	375	9	&	&	CCONJ
ajiri-5738	375	10	valackienė	valackienė	ADJ
ajiri-5738	375	11	,	,	PUNCT
ajiri-5738	375	12	a.	a.	NOUN
ajiri-5738	375	13	(	(	PUNCT
ajiri-5738	375	14	2021	2021	NUM
ajiri-5738	375	15	)	)	PUNCT
ajiri-5738	375	16	.	.	PUNCT
ajiri-5738	376	1	an	an	DET
ajiri-5738	376	2	examination	examination	NOUN
ajiri-5738	376	3	of	of	ADP
ajiri-5738	376	4	the	the	DET
ajiri-5738	376	5	safety	safety	NOUN
ajiri-5738	376	6	and	and	CCONJ
ajiri-5738	376	7	profitability	profitability	NOUN
ajiri-5738	376	8	of	of	ADP
ajiri-5738	376	9	eu	eu	PROPN
ajiri-5738	376	10	and	and	CCONJ
ajiri-5738	376	11	us	us	PROPN
ajiri-5738	376	12	banks	bank	NOUN
ajiri-5738	376	13	since	since	SCONJ
ajiri-5738	376	14	basel	basel	PROPN
ajiri-5738	376	15	iii	iii	PROPN
ajiri-5738	376	16	.	.	PROPN
ajiri-5738	376	17	journal	journal	PROPN
ajiri-5738	376	18	of	of	ADP
ajiri-5738	376	19	management	management	NOUN
ajiri-5738	376	20	,	,	PUNCT
ajiri-5738	376	21	37(2	37(2	PROPN
ajiri-5738	376	22	)	)	PUNCT
ajiri-5738	376	23	,	,	PUNCT
ajiri-5738	376	24	35	35	NUM
ajiri-5738	376	25	-	-	SYM
ajiri-5738	376	26	44	44	NUM
ajiri-5738	376	27	.	.	PUNCT
ajiri-5738	377	1	macchiati	macchiati	PROPN
ajiri-5738	377	2	,	,	PUNCT
ajiri-5738	377	3	v.	v.	PROPN
ajiri-5738	377	4	,	,	PUNCT
ajiri-5738	377	5	brandi	brandi	PROPN
ajiri-5738	377	6	,	,	PUNCT
ajiri-5738	377	7	g.	g.	PROPN
ajiri-5738	377	8	,	,	PUNCT
ajiri-5738	377	9	di	di	PROPN
ajiri-5738	377	10	matteo	matteo	PROPN
ajiri-5738	377	11	,	,	PUNCT
ajiri-5738	377	12	t.	t.	PROPN
ajiri-5738	377	13	,	,	PUNCT
ajiri-5738	377	14	paolotti	paolotti	NOUN
ajiri-5738	377	15	,	,	PUNCT
ajiri-5738	377	16	d.	d.	PROPN
ajiri-5738	377	17	,	,	PUNCT
ajiri-5738	377	18	caldarelli	caldarelli	PROPN
ajiri-5738	377	19	,	,	PUNCT
ajiri-5738	377	20	g.	g.	PROPN
ajiri-5738	377	21	,	,	PUNCT
ajiri-5738	377	22	&	&	CCONJ
ajiri-5738	377	23	cimini	cimini	PROPN
ajiri-5738	377	24	,	,	PUNCT
ajiri-5738	377	25	g.	g.	PROPN
ajiri-5738	377	26	(	(	PUNCT
ajiri-5738	377	27	2022	2022	NUM
ajiri-5738	377	28	)	)	PUNCT
ajiri-5738	377	29	.	.	PUNCT
ajiri-5738	378	1	systemic	systemic	ADJ
ajiri-5738	378	2	liquidity	liquidity	NOUN
ajiri-5738	378	3	contagion	contagion	NOUN
ajiri-5738	378	4	in	in	ADP
ajiri-5738	378	5	the	the	DET
ajiri-5738	378	6	european	european	ADJ
ajiri-5738	378	7	interbank	interbank	NOUN
ajiri-5738	378	8	market	market	NOUN
ajiri-5738	378	9	.	.	PUNCT
ajiri-5738	379	1	journal	journal	NOUN
ajiri-5738	379	2	of	of	ADP
ajiri-5738	379	3	economic	economic	ADJ
ajiri-5738	379	4	interaction	interaction	NOUN
ajiri-5738	379	5	and	and	CCONJ
ajiri-5738	379	6	coordination	coordination	NOUN
ajiri-5738	379	7	,	,	PUNCT
ajiri-5738	379	8	17(2	17(2	NUM
ajiri-5738	379	9	)	)	PUNCT
ajiri-5738	379	10	,	,	PUNCT
ajiri-5738	379	11	443	443	NUM
ajiri-5738	379	12	-	-	SYM
ajiri-5738	379	13	474	474	NUM
ajiri-5738	379	14	.	.	PUNCT
ajiri-5738	380	1	magnis	magnis	PROPN
ajiri-5738	380	2	,	,	PUNCT
ajiri-5738	380	3	c.	c.	PROPN
ajiri-5738	380	4	,	,	PUNCT
ajiri-5738	380	5	papadamou	papadamou	ADV
ajiri-5738	380	6	,	,	PUNCT
ajiri-5738	380	7	s.	s.	PROPN
ajiri-5738	380	8	,	,	PUNCT
ajiri-5738	380	9	&	&	CCONJ
ajiri-5738	380	10	fassas	fassa	NOUN
ajiri-5738	380	11	,	,	PUNCT
ajiri-5738	380	12	a.	a.	NOUN
ajiri-5738	380	13	p.	p.	NOUN
ajiri-5738	380	14	(	(	PUNCT
ajiri-5738	380	15	2025	2025	NUM
ajiri-5738	380	16	)	)	PUNCT
ajiri-5738	380	17	.	.	PUNCT
ajiri-5738	381	1	do	do	AUX
ajiri-5738	381	2	risk	risk	NOUN
ajiri-5738	381	3	disclosures	disclosure	NOUN
ajiri-5738	381	4	enhance	enhance	VERB
ajiri-5738	381	5	the	the	DET
ajiri-5738	381	6	efficacy	efficacy	NOUN
ajiri-5738	381	7	of	of	ADP
ajiri-5738	381	8	regulatory	regulatory	ADJ
ajiri-5738	381	9	and	and	CCONJ
ajiri-5738	381	10	supervisory	supervisory	ADJ
ajiri-5738	381	11	frameworks	framework	NOUN
ajiri-5738	381	12	in	in	ADP
ajiri-5738	381	13	restricting	restrict	VERB
ajiri-5738	381	14	banks	bank	NOUN
ajiri-5738	381	15	’	'	PUNCT
ajiri-5738	381	16	risktaking	risktake	VERB
ajiri-5738	381	17	?	?	PUNCT
ajiri-5738	382	1	the	the	DET
ajiri-5738	382	2	european	european	PROPN
ajiri-5738	382	3	journal	journal	PROPN
ajiri-5738	382	4	of	of	ADP
ajiri-5738	382	5	finance	finance	NOUN
ajiri-5738	382	6	,	,	PUNCT
ajiri-5738	382	7	31(4	31(4	NUM
ajiri-5738	382	8	)	)	PUNCT
ajiri-5738	382	9	,	,	PUNCT
ajiri-5738	382	10	383	383	NUM
ajiri-5738	382	11	-	-	SYM
ajiri-5738	382	12	426	426	NUM
ajiri-5738	382	13	.	.	PUNCT
ajiri-5738	383	1	malhotra	malhotra	PROPN
ajiri-5738	383	2	,	,	PUNCT
ajiri-5738	383	3	s.	s.	PROPN
ajiri-5738	383	4	,	,	PUNCT
ajiri-5738	383	5	dhanya	dhanya	NOUN
ajiri-5738	383	6	,	,	PUNCT
ajiri-5738	383	7	k.	k.	PROPN
ajiri-5738	383	8	,	,	PUNCT
ajiri-5738	383	9	prathibha	prathibha	ADV
ajiri-5738	383	10	,	,	PUNCT
ajiri-5738	383	11	r.	r.	PROPN
ajiri-5738	383	12	m.	m.	PROPN
ajiri-5738	383	13	,	,	PUNCT
ajiri-5738	383	14	&	&	CCONJ
ajiri-5738	383	15	mohanty	mohanty	PROPN
ajiri-5738	383	16	,	,	PUNCT
ajiri-5738	383	17	p.	p.	NOUN
ajiri-5738	383	18	(	(	PUNCT
ajiri-5738	383	19	2025	2025	NUM
ajiri-5738	383	20	)	)	PUNCT
ajiri-5738	383	21	.	.	PUNCT
ajiri-5738	384	1	ai	ai	VERB
ajiri-5738	384	2	-	-	PUNCT
ajiri-5738	384	3	driven	drive	VERB
ajiri-5738	384	4	credit	credit	NOUN
ajiri-5738	384	5	assessment	assessment	NOUN
ajiri-5738	384	6	in	in	ADP
ajiri-5738	384	7	banks	bank	NOUN
ajiri-5738	384	8	and	and	CCONJ
ajiri-5738	384	9	non	non	ADJ
ajiri-5738	384	10	-	-	ADJ
ajiri-5738	384	11	banking	banking	ADJ
ajiri-5738	384	12	finance	finance	NOUN
ajiri-5738	384	13	companies	company	NOUN
ajiri-5738	384	14	(	(	PUNCT
ajiri-5738	384	15	nbfcs	nbfc	NOUN
ajiri-5738	384	16	)	)	PUNCT
ajiri-5738	384	17	in	in	ADP
ajiri-5738	384	18	india	india	PROPN
ajiri-5738	384	19	:	:	PUNCT
ajiri-5738	384	20	a	a	DET
ajiri-5738	384	21	comprehensive	comprehensive	ADJ
ajiri-5738	384	22	analysis	analysis	NOUN
ajiri-5738	384	23	.	.	PUNCT
ajiri-5738	385	1	in	in	ADP
ajiri-5738	385	2	machine	machine	NOUN
ajiri-5738	385	3	learning	learning	NOUN
ajiri-5738	385	4	and	and	CCONJ
ajiri-5738	385	5	modeling	model	VERB
ajiri-5738	385	6	techniques	technique	NOUN
ajiri-5738	385	7	in	in	ADP
ajiri-5738	385	8	financial	financial	ADJ
ajiri-5738	385	9	data	datum	NOUN
ajiri-5738	385	10	science	science	NOUN
ajiri-5738	385	11	(	(	PUNCT
ajiri-5738	385	12	pp	pp	ADJ
ajiri-5738	385	13	.	.	PUNCT
ajiri-5738	385	14	275292	275292	NUM
ajiri-5738	385	15	)	)	PUNCT
ajiri-5738	385	16	.	.	PUNCT
ajiri-5738	386	1	igi	igi	PROPN
ajiri-5738	386	2	global	global	ADJ
ajiri-5738	386	3	scientific	scientific	ADJ
ajiri-5738	386	4	publishing	publishing	NOUN
ajiri-5738	386	5	.	.	PUNCT
ajiri-5738	387	1	malynovska	malynovska	PROPN
ajiri-5738	387	2	,	,	PUNCT
ajiri-5738	387	3	y.	y.	NOUN
ajiri-5738	387	4	,	,	PUNCT
ajiri-5738	387	5	bilonizhka	bilonizhka	NOUN
ajiri-5738	387	6	,	,	PUNCT
ajiri-5738	387	7	v.	v.	ADJ
ajiri-5738	387	8	,	,	PUNCT
ajiri-5738	387	9	&	&	CCONJ
ajiri-5738	387	10	hrynchuk	hrynchuk	NOUN
ajiri-5738	387	11	,	,	PUNCT
ajiri-5738	387	12	t.	t.	PROPN
ajiri-5738	387	13	(	(	PUNCT
ajiri-5738	387	14	2025	2025	NUM
ajiri-5738	387	15	)	)	PUNCT
ajiri-5738	387	16	.	.	PUNCT
ajiri-5738	388	1	global	global	ADJ
ajiri-5738	388	2	economic	economic	ADJ
ajiri-5738	388	3	shocks	shock	NOUN
ajiri-5738	388	4	and	and	CCONJ
ajiri-5738	388	5	business	business	NOUN
ajiri-5738	388	6	risk	risk	NOUN
ajiri-5738	388	7	management	management	NOUN
ajiri-5738	388	8	.	.	PUNCT
ajiri-5738	389	1	green	green	ADJ
ajiri-5738	389	2	,	,	PUNCT
ajiri-5738	389	3	blue	blue	ADJ
ajiri-5738	389	4	and	and	CCONJ
ajiri-5738	389	5	digital	digital	ADJ
ajiri-5738	389	6	economy	economy	NOUN
ajiri-5738	389	7	journal	journal	NOUN
ajiri-5738	389	8	,	,	PUNCT
ajiri-5738	389	9	6(1	6(1	NUM
ajiri-5738	389	10	)	)	PUNCT
ajiri-5738	389	11	,	,	PUNCT
ajiri-5738	389	12	42	42	NUM
ajiri-5738	389	13	-	-	SYM
ajiri-5738	389	14	50	50	NUM
ajiri-5738	389	15	.	.	PUNCT
ajiri-5738	390	1	matlhaku	matlhaku	NOUN
ajiri-5738	390	2	,	,	PUNCT
ajiri-5738	390	3	k.	k.	PROPN
ajiri-5738	390	4	a.	a.	PROPN
ajiri-5738	390	5	,	,	PUNCT
ajiri-5738	390	6	&	&	CCONJ
ajiri-5738	390	7	ferreira	ferreira	PROPN
ajiri-5738	390	8	-	-	PUNCT
ajiri-5738	390	9	schenk	schenk	PROPN
ajiri-5738	390	10	,	,	PUNCT
ajiri-5738	390	11	s.	s.	PROPN
ajiri-5738	390	12	(	(	PUNCT
ajiri-5738	390	13	2025	2025	NUM
ajiri-5738	390	14	)	)	PUNCT
ajiri-5738	390	15	.	.	PUNCT
ajiri-5738	391	1	measuring	measure	VERB
ajiri-5738	391	2	risk	risk	NOUN
ajiri-5738	391	3	in	in	ADP
ajiri-5738	391	4	non	non	ADJ
ajiri-5738	391	5	-	-	ADJ
ajiri-5738	391	6	bank	bank	ADJ
ajiri-5738	391	7	financial	financial	ADJ
ajiri-5738	391	8	intermediate	intermediate	ADJ
ajiri-5738	391	9	firms	firm	NOUN
ajiri-5738	391	10	for	for	ADP
ajiri-5738	391	11	developing	develop	VERB
ajiri-5738	391	12	economies	economy	NOUN
ajiri-5738	391	13	.	.	PUNCT
ajiri-5738	392	1	shadow	shadow	NOUN
ajiri-5738	392	2	banking	banking	NOUN
ajiri-5738	392	3	and	and	CCONJ
ajiri-5738	392	4	financial	financial	ADJ
ajiri-5738	392	5	risk	risk	NOUN
ajiri-5738	392	6	in	in	ADP
ajiri-5738	392	7	emerging	emerge	VERB
ajiri-5738	392	8	and	and	CCONJ
ajiri-5738	392	9	developing	develop	VERB
ajiri-5738	392	10	markets	market	NOUN
ajiri-5738	392	11	:	:	PUNCT
ajiri-5738	392	12	the	the	DET
ajiri-5738	392	13	growth	growth	NOUN
ajiri-5738	392	14	and	and	CCONJ
ajiri-5738	392	15	development	development	NOUN
ajiri-5738	392	16	of	of	ADP
ajiri-5738	392	17	non	non	ADJ
ajiri-5738	392	18	-	-	ADJ
ajiri-5738	392	19	bank	bank	ADJ
ajiri-5738	392	20	financial	financial	ADJ
ajiri-5738	392	21	intermediation	intermediation	NOUN
ajiri-5738	392	22	,	,	PUNCT
ajiri-5738	392	23	141	141	NUM
ajiri-5738	392	24	-	-	SYM
ajiri-5738	392	25	178	178	NUM
ajiri-5738	392	26	.	.	PUNCT
ajiri-5738	393	1	mattayaphutron	mattayaphutron	PROPN
ajiri-5738	393	2	,	,	PUNCT
ajiri-5738	393	3	s.	s.	PROPN
ajiri-5738	393	4	(	(	PUNCT
ajiri-5738	393	5	2022	2022	NUM
ajiri-5738	393	6	)	)	PUNCT
ajiri-5738	393	7	.	.	PUNCT
ajiri-5738	394	1	exploring	explore	VERB
ajiri-5738	394	2	the	the	DET
ajiri-5738	394	3	nexus	nexus	NOUN
ajiri-5738	394	4	among	among	ADP
ajiri-5738	394	5	the	the	DET
ajiri-5738	394	6	macroprudential	macroprudential	ADJ
ajiri-5738	394	7	policies	policy	NOUN
ajiri-5738	394	8	,	,	PUNCT
ajiri-5738	394	9	funding	fund	VERB
ajiri-5738	394	10	liquidity	liquidity	NOUN
ajiri-5738	394	11	risk	risk	NOUN
ajiri-5738	394	12	and	and	CCONJ
ajiri-5738	394	13	bank	bank	NOUN
ajiri-5738	394	14	risk	risk	NOUN
ajiri-5738	394	15	of	of	ADP
ajiri-5738	394	16	commercial	commercial	ADJ
ajiri-5738	394	17	banks	bank	NOUN
ajiri-5738	394	18	in	in	ADP
ajiri-5738	394	19	leading	lead	VERB
ajiri-5738	394	20	pa	pa	PROPN
ajiri-5738	394	21	ge	ge	PROPN
ajiri-5738	394	22	61	61	NUM
ajiri-5738	394	23	https://journals.e-palli.com/home/index.php/ajiri	https://journals.e-palli.com/home/index.php/ajiri	PROPN
ajiri-5738	394	24	am	be	AUX
ajiri-5738	394	25	.	.	PUNCT
ajiri-5738	395	1	j.	j.	PROPN
ajiri-5738	395	2	interdiscip	interdiscip	PROPN
ajiri-5738	395	3	.	.	PUNCT
ajiri-5738	396	1	res	re	NOUN
ajiri-5738	396	2	.	.	PUNCT
ajiri-5738	397	1	innov	innov	PROPN
ajiri-5738	397	2	.	.	PUNCT
ajiri-5738	398	1	4(3	4(3	NUM
ajiri-5738	398	2	)	)	PUNCT
ajiri-5738	398	3	50	50	NUM
ajiri-5738	398	4	-	-	SYM
ajiri-5738	398	5	61	61	NUM
ajiri-5738	398	6	,	,	PUNCT
ajiri-5738	398	7	2025	2025	NUM
ajiri-5738	398	8	south	south	PROPN
ajiri-5738	398	9	east	east	ADJ
ajiri-5738	398	10	asian	asian	ADJ
ajiri-5738	398	11	economies	economy	NOUN
ajiri-5738	398	12	.	.	PUNCT
ajiri-5738	399	1	the	the	DET
ajiri-5738	399	2	asian	asian	ADJ
ajiri-5738	399	3	bulletin	bulletin	NOUN
ajiri-5738	399	4	of	of	ADP
ajiri-5738	399	5	contemporary	contemporary	ADJ
ajiri-5738	399	6	issues	issue	NOUN
ajiri-5738	399	7	in	in	ADP
ajiri-5738	399	8	economics	economic	NOUN
ajiri-5738	399	9	and	and	CCONJ
ajiri-5738	399	10	finance	finance	NOUN
ajiri-5738	399	11	,	,	PUNCT
ajiri-5738	399	12	2(1	2(1	NUM
ajiri-5738	399	13	)	)	PUNCT
ajiri-5738	399	14	,	,	PUNCT
ajiri-5738	399	15	1	1	NUM
ajiri-5738	399	16	-	-	SYM
ajiri-5738	399	17	21	21	NUM
ajiri-5738	399	18	.	.	PUNCT
ajiri-5738	400	1	meier	meier	PROPN
ajiri-5738	400	2	,	,	PUNCT
ajiri-5738	400	3	h.	h.	PROPN
ajiri-5738	400	4	b.	b.	PROPN
ajiri-5738	400	5	,	,	PUNCT
ajiri-5738	400	6	marthinsen	marthinsen	PROPN
ajiri-5738	400	7	,	,	PUNCT
ajiri-5738	400	8	j.	j.	PROPN
ajiri-5738	400	9	e.	e.	PROPN
ajiri-5738	400	10	,	,	PUNCT
ajiri-5738	400	11	gantenbein	gantenbein	ADV
ajiri-5738	400	12	,	,	PUNCT
ajiri-5738	400	13	p.	p.	NOUN
ajiri-5738	400	14	a.	a.	NOUN
ajiri-5738	400	15	,	,	PUNCT
ajiri-5738	400	16	&	&	CCONJ
ajiri-5738	400	17	weber	weber	PROPN
ajiri-5738	400	18	,	,	PUNCT
ajiri-5738	400	19	s.	s.	PROPN
ajiri-5738	400	20	s.	s.	PROPN
ajiri-5738	400	21	(	(	PUNCT
ajiri-5738	400	22	2023	2023	NUM
ajiri-5738	400	23	)	)	PUNCT
ajiri-5738	400	24	.	.	PUNCT
ajiri-5738	401	1	swiss	swiss	PROPN
ajiri-5738	401	2	bank	bank	PROPN
ajiri-5738	401	3	(	(	PUNCT
ajiri-5738	401	4	customer	customer	NOUN
ajiri-5738	401	5	)	)	PUNCT
ajiri-5738	401	6	secrecy	secrecy	NOUN
ajiri-5738	401	7	and	and	CCONJ
ajiri-5738	401	8	the	the	DET
ajiri-5738	401	9	international	international	ADJ
ajiri-5738	401	10	exchange	exchange	NOUN
ajiri-5738	401	11	of	of	ADP
ajiri-5738	401	12	information	information	NOUN
ajiri-5738	401	13	.	.	PUNCT
ajiri-5738	402	1	in	in	ADP
ajiri-5738	402	2	swiss	swiss	ADJ
ajiri-5738	402	3	finance	finance	NOUN
ajiri-5738	402	4	:	:	PUNCT
ajiri-5738	402	5	banking	banking	NOUN
ajiri-5738	402	6	,	,	PUNCT
ajiri-5738	402	7	finance	finance	NOUN
ajiri-5738	402	8	,	,	PUNCT
ajiri-5738	402	9	and	and	CCONJ
ajiri-5738	402	10	digitalization	digitalization	NOUN
ajiri-5738	402	11	(	(	PUNCT
ajiri-5738	402	12	pp	pp	ADJ
ajiri-5738	402	13	.	.	PUNCT
ajiri-5738	402	14	159	159	NUM
ajiri-5738	402	15	-	-	SYM
ajiri-5738	402	16	250	250	NUM
ajiri-5738	402	17	)	)	PUNCT
ajiri-5738	402	18	.	.	PUNCT
ajiri-5738	403	1	springer	springer	NOUN
ajiri-5738	403	2	.	.	PUNCT
ajiri-5738	404	1	melecky	melecky	PROPN
ajiri-5738	404	2	,	,	PUNCT
ajiri-5738	404	3	m.	m.	NOUN
ajiri-5738	404	4	(	(	PUNCT
ajiri-5738	404	5	2021	2021	NUM
ajiri-5738	404	6	)	)	PUNCT
ajiri-5738	404	7	.	.	PUNCT
ajiri-5738	405	1	hidden	hide	VERB
ajiri-5738	405	2	debt	debt	NOUN
ajiri-5738	405	3	:	:	PUNCT
ajiri-5738	405	4	solutions	solution	NOUN
ajiri-5738	405	5	to	to	PART
ajiri-5738	405	6	avert	avert	VERB
ajiri-5738	405	7	the	the	DET
ajiri-5738	405	8	next	next	ADJ
ajiri-5738	405	9	financial	financial	ADJ
ajiri-5738	405	10	crisis	crisis	NOUN
ajiri-5738	405	11	in	in	ADP
ajiri-5738	405	12	south	south	PROPN
ajiri-5738	405	13	asia	asia	PROPN
ajiri-5738	405	14	.	.	PUNCT
ajiri-5738	406	1	world	world	PROPN
ajiri-5738	406	2	bank	bank	PROPN
ajiri-5738	406	3	publications	publication	NOUN
ajiri-5738	406	4	.	.	PUNCT
ajiri-5738	407	1	mirzaei	mirzaei	ADJ
ajiri-5738	407	2	,	,	PUNCT
ajiri-5738	407	3	n.	n.	NOUN
ajiri-5738	407	4	(	(	PUNCT
ajiri-5738	407	5	2023	2023	NUM
ajiri-5738	407	6	)	)	PUNCT
ajiri-5738	407	7	.	.	PUNCT
ajiri-5738	408	1	2007–2008	2007–2008	NUM
ajiri-5738	408	2	financial	financial	ADJ
ajiri-5738	408	3	crisis	crisis	NOUN
ajiri-5738	408	4	.	.	PUNCT
ajiri-5738	409	1	in	in	ADP
ajiri-5738	409	2	the	the	DET
ajiri-5738	409	3	palgrave	palgrave	ADJ
ajiri-5738	409	4	encyclopedia	encyclopedia	NOUN
ajiri-5738	409	5	of	of	ADP
ajiri-5738	409	6	global	global	ADJ
ajiri-5738	409	7	security	security	NOUN
ajiri-5738	409	8	studies	study	NOUN
ajiri-5738	409	9	(	(	PUNCT
ajiri-5738	409	10	pp	pp	ADJ
ajiri-5738	409	11	.	.	PUNCT
ajiri-5738	409	12	1	1	NUM
ajiri-5738	409	13	-	-	SYM
ajiri-5738	409	14	6	6	NUM
ajiri-5738	409	15	)	)	PUNCT
ajiri-5738	409	16	.	.	PUNCT
ajiri-5738	410	1	springer	springer	NOUN
ajiri-5738	410	2	.	.	PUNCT
ajiri-5738	411	1	mishra	mishra	PROPN
ajiri-5738	411	2	,	,	PUNCT
ajiri-5738	411	3	a.	a.	PROPN
ajiri-5738	411	4	k.	k.	PROPN
ajiri-5738	411	5	,	,	PUNCT
ajiri-5738	411	6	parikh	parikh	PROPN
ajiri-5738	411	7	,	,	PUNCT
ajiri-5738	411	8	b.	b.	PROPN
ajiri-5738	411	9	,	,	PUNCT
ajiri-5738	411	10	&	&	CCONJ
ajiri-5738	411	11	spahr	spahr	PROPN
ajiri-5738	411	12	,	,	PUNCT
ajiri-5738	411	13	r.	r.	PROPN
ajiri-5738	411	14	w.	w.	PROPN
ajiri-5738	411	15	(	(	PUNCT
ajiri-5738	411	16	2021	2021	NUM
ajiri-5738	411	17	)	)	PUNCT
ajiri-5738	411	18	.	.	PUNCT
ajiri-5738	412	1	contemporaneous	contemporaneous	ADJ
ajiri-5738	412	2	linkages	linkage	NOUN
ajiri-5738	412	3	:	:	PUNCT
ajiri-5738	412	4	funding	fund	VERB
ajiri-5738	412	5	liquidity	liquidity	NOUN
ajiri-5738	412	6	and	and	CCONJ
ajiri-5738	412	7	stock	stock	NOUN
ajiri-5738	412	8	market	market	NOUN
ajiri-5738	412	9	spirals	spiral	NOUN
ajiri-5738	412	10	.	.	PUNCT
ajiri-5738	413	1	international	international	ADJ
ajiri-5738	413	2	journal	journal	PROPN
ajiri-5738	413	3	of	of	ADP
ajiri-5738	413	4	finance	finance	PROPN
ajiri-5738	413	5	&	&	CCONJ
ajiri-5738	413	6	economics	economic	NOUN
ajiri-5738	413	7	,	,	PUNCT
ajiri-5738	413	8	26(4	26(4	NUM
ajiri-5738	413	9	)	)	PUNCT
ajiri-5738	413	10	,	,	PUNCT
ajiri-5738	413	11	5912	5912	NUM
ajiri-5738	413	12	-	-	SYM
ajiri-5738	413	13	5929	5929	NUM
ajiri-5738	413	14	.	.	PUNCT
ajiri-5738	414	1	morina	morina	PROPN
ajiri-5738	414	2	,	,	PUNCT
ajiri-5738	414	3	d.	d.	PROPN
ajiri-5738	414	4	,	,	PUNCT
ajiri-5738	414	5	&	&	CCONJ
ajiri-5738	414	6	qarri	qarri	PROPN
ajiri-5738	414	7	,	,	PUNCT
ajiri-5738	414	8	a.	a.	NOUN
ajiri-5738	414	9	(	(	PUNCT
ajiri-5738	414	10	2021	2021	NUM
ajiri-5738	414	11	)	)	PUNCT
ajiri-5738	414	12	.	.	PUNCT
ajiri-5738	415	1	factors	factor	NOUN
ajiri-5738	415	2	that	that	PRON
ajiri-5738	415	3	affect	affect	VERB
ajiri-5738	415	4	liquidity	liquidity	NOUN
ajiri-5738	415	5	of	of	ADP
ajiri-5738	415	6	commercial	commercial	ADJ
ajiri-5738	415	7	banks	bank	NOUN
ajiri-5738	415	8	in	in	ADP
ajiri-5738	415	9	kosovo	kosovo	PROPN
ajiri-5738	415	10	.	.	PUNCT
ajiri-5738	416	1	european	european	PROPN
ajiri-5738	416	2	journal	journal	PROPN
ajiri-5738	416	3	of	of	ADP
ajiri-5738	416	4	sustainable	sustainable	ADJ
ajiri-5738	416	5	development	development	NOUN
ajiri-5738	416	6	,	,	PUNCT
ajiri-5738	416	7	10(1	10(1	NUM
ajiri-5738	416	8	)	)	PUNCT
ajiri-5738	416	9	,	,	PUNCT
ajiri-5738	416	10	229	229	NUM
ajiri-5738	416	11	-	-	SYM
ajiri-5738	416	12	229	229	NUM
ajiri-5738	416	13	.	.	PUNCT
ajiri-5738	417	1	mukkamala	mukkamala	PROPN
ajiri-5738	417	2	,	,	PUNCT
ajiri-5738	417	3	r.	r.	PROPN
ajiri-5738	417	4	r.	r.	PROPN
ajiri-5738	417	5	,	,	PUNCT
ajiri-5738	417	6	&	&	CCONJ
ajiri-5738	417	7	vatrapu	vatrapu	PROPN
ajiri-5738	417	8	,	,	PUNCT
ajiri-5738	417	9	r.	r.	PROPN
ajiri-5738	417	10	(	(	PUNCT
ajiri-5738	417	11	2021	2021	NUM
ajiri-5738	417	12	)	)	PUNCT
ajiri-5738	417	13	.	.	PUNCT
ajiri-5738	418	1	distributed	distribute	VERB
ajiri-5738	418	2	ledger	ledger	NOUN
ajiri-5738	418	3	technologies	technology	NOUN
ajiri-5738	418	4	and	and	CCONJ
ajiri-5738	418	5	blockchain	blockchain	NOUN
ajiri-5738	418	6	for	for	ADP
ajiri-5738	418	7	fintech	fintech	NOUN
ajiri-5738	418	8	:	:	PUNCT
ajiri-5738	418	9	principles	principle	NOUN
ajiri-5738	418	10	and	and	CCONJ
ajiri-5738	418	11	applications	application	NOUN
ajiri-5738	418	12	.	.	PUNCT
ajiri-5738	419	1	in	in	ADP
ajiri-5738	419	2	the	the	DET
ajiri-5738	419	3	routledge	routledge	PROPN
ajiri-5738	419	4	handbook	handbook	PROPN
ajiri-5738	419	5	of	of	ADP
ajiri-5738	419	6	fintech	fintech	NOUN
ajiri-5738	419	7	(	(	PUNCT
ajiri-5738	419	8	pp	pp	ADJ
ajiri-5738	419	9	.	.	PUNCT
ajiri-5738	420	1	79	79	NUM
ajiri-5738	420	2	-	-	SYM
ajiri-5738	420	3	98	98	NUM
ajiri-5738	420	4	)	)	PUNCT
ajiri-5738	420	5	.	.	PUNCT
ajiri-5738	421	1	routledge	routledge	PROPN
ajiri-5738	421	2	.	.	PUNCT
ajiri-5738	422	1	musthaq	musthaq	PROPN
ajiri-5738	422	2	,	,	PUNCT
ajiri-5738	422	3	f.	f.	PROPN
ajiri-5738	422	4	(	(	PUNCT
ajiri-5738	422	5	2023	2023	NUM
ajiri-5738	422	6	)	)	PUNCT
ajiri-5738	422	7	.	.	PUNCT
ajiri-5738	423	1	unconventional	unconventional	ADJ
ajiri-5738	423	2	central	central	ADJ
ajiri-5738	423	3	banking	banking	NOUN
ajiri-5738	423	4	and	and	CCONJ
ajiri-5738	423	5	the	the	DET
ajiri-5738	423	6	politics	politic	NOUN
ajiri-5738	423	7	of	of	ADP
ajiri-5738	423	8	liquidity	liquidity	NOUN
ajiri-5738	423	9	.	.	PUNCT
ajiri-5738	424	1	review	review	NOUN
ajiri-5738	424	2	of	of	ADP
ajiri-5738	424	3	international	international	ADJ
ajiri-5738	424	4	political	political	ADJ
ajiri-5738	424	5	economy	economy	NOUN
ajiri-5738	424	6	,	,	PUNCT
ajiri-5738	424	7	30(1	30(1	NUM
ajiri-5738	424	8	)	)	PUNCT
ajiri-5738	424	9	,	,	PUNCT
ajiri-5738	424	10	281	281	NUM
ajiri-5738	424	11	-	-	SYM
ajiri-5738	424	12	306	306	NUM
ajiri-5738	424	13	.	.	PUNCT
ajiri-5738	425	1	mutai	mutai	PROPN
ajiri-5738	425	2	,	,	PUNCT
ajiri-5738	425	3	g.	g.	PROPN
ajiri-5738	425	4	,	,	PUNCT
ajiri-5738	425	5	&	&	CCONJ
ajiri-5738	425	6	miroga	miroga	PROPN
ajiri-5738	425	7	,	,	PUNCT
ajiri-5738	425	8	j.	j.	PROPN
ajiri-5738	425	9	(	(	PUNCT
ajiri-5738	425	10	2023	2023	NUM
ajiri-5738	425	11	)	)	PUNCT
ajiri-5738	425	12	.	.	PUNCT
ajiri-5738	426	1	financial	financial	ADJ
ajiri-5738	426	2	management	management	NOUN
ajiri-5738	426	3	practices	practice	NOUN
ajiri-5738	426	4	and	and	CCONJ
ajiri-5738	426	5	financial	financial	ADJ
ajiri-5738	426	6	performance	performance	NOUN
ajiri-5738	426	7	of	of	ADP
ajiri-5738	426	8	commercial	commercial	ADJ
ajiri-5738	426	9	banks	bank	NOUN
ajiri-5738	426	10	in	in	ADP
ajiri-5738	426	11	kenya	kenya	PROPN
ajiri-5738	426	12	.	.	PUNCT
ajiri-5738	427	1	international	international	ADJ
ajiri-5738	427	2	academic	academic	ADJ
ajiri-5738	427	3	journal	journal	NOUN
ajiri-5738	427	4	of	of	ADP
ajiri-5738	427	5	economics	economic	NOUN
ajiri-5738	427	6	and	and	CCONJ
ajiri-5738	427	7	finance	finance	NOUN
ajiri-5738	427	8	,	,	PUNCT
ajiri-5738	427	9	3(9	3(9	NUM
ajiri-5738	427	10	)	)	PUNCT
ajiri-5738	427	11	.	.	PUNCT
ajiri-5738	428	1	oko	oko	PROPN
ajiri-5738	428	2	-	-	PUNCT
ajiri-5738	428	3	odion	odion	PROPN
ajiri-5738	428	4	,	,	PUNCT
ajiri-5738	428	5	c.	c.	PROPN
ajiri-5738	428	6	,	,	PUNCT
ajiri-5738	428	7	&	&	CCONJ
ajiri-5738	428	8	angela	angela	PROPN
ajiri-5738	428	9	,	,	PUNCT
ajiri-5738	428	10	o.	o.	PROPN
ajiri-5738	428	11	(	(	PUNCT
ajiri-5738	428	12	2025	2025	NUM
ajiri-5738	428	13	)	)	PUNCT
ajiri-5738	428	14	.	.	PUNCT
ajiri-5738	429	1	risk	risk	NOUN
ajiri-5738	429	2	management	management	NOUN
ajiri-5738	429	3	frameworks	framework	NOUN
ajiri-5738	429	4	for	for	ADP
ajiri-5738	429	5	financial	financial	ADJ
ajiri-5738	429	6	institutions	institution	NOUN
ajiri-5738	429	7	in	in	ADP
ajiri-5738	429	8	a	a	DET
ajiri-5738	429	9	rapidly	rapidly	ADV
ajiri-5738	429	10	changing	change	VERB
ajiri-5738	429	11	economic	economic	ADJ
ajiri-5738	429	12	landscape	landscape	NOUN
ajiri-5738	429	13	.	.	PUNCT
ajiri-5738	430	1	int	int	PROPN
ajiri-5738	431	1	j	j	PROPN
ajiri-5738	431	2	sci	sci	PROPN
ajiri-5738	431	3	res	re	NOUN
ajiri-5738	431	4	arch	arch	NOUN
ajiri-5738	431	5	,	,	PUNCT
ajiri-5738	431	6	14(1	14(1	NUM
ajiri-5738	431	7	)	)	PUNCT
ajiri-5738	431	8	,	,	PUNCT
ajiri-5738	431	9	1182	1182	NUM
ajiri-5738	431	10	-	-	SYM
ajiri-5738	431	11	1204	1204	NUM
ajiri-5738	431	12	.	.	PUNCT
ajiri-5738	432	1	omri	omri	PROPN
ajiri-5738	432	2	,	,	PUNCT
ajiri-5738	432	3	m.	m.	PROPN
ajiri-5738	432	4	b.	b.	PROPN
ajiri-5738	432	5	(	(	PUNCT
ajiri-5738	432	6	2022	2022	NUM
ajiri-5738	432	7	)	)	PUNCT
ajiri-5738	432	8	.	.	PUNCT
ajiri-5738	433	1	understanding	understand	VERB
ajiri-5738	433	2	the	the	DET
ajiri-5738	433	3	relationship	relationship	NOUN
ajiri-5738	433	4	between	between	ADP
ajiri-5738	433	5	liquidity	liquidity	NOUN
ajiri-5738	433	6	and	and	CCONJ
ajiri-5738	433	7	banking	banking	NOUN
ajiri-5738	433	8	financial	financial	ADJ
ajiri-5738	433	9	stability	stability	NOUN
ajiri-5738	433	10	in	in	ADP
ajiri-5738	433	11	islamic	islamic	ADJ
ajiri-5738	433	12	and	and	CCONJ
ajiri-5738	433	13	conventional	conventional	ADJ
ajiri-5738	433	14	banks	bank	NOUN
ajiri-5738	433	15	.	.	PUNCT
ajiri-5738	434	1	journal	journal	PROPN
ajiri-5738	434	2	of	of	ADP
ajiri-5738	434	3	business	business	NOUN
ajiri-5738	434	4	and	and	CCONJ
ajiri-5738	434	5	economic	economic	ADJ
ajiri-5738	434	6	options	option	NOUN
ajiri-5738	434	7	,	,	PUNCT
ajiri-5738	434	8	5(1	5(1	NUM
ajiri-5738	434	9	)	)	PUNCT
ajiri-5738	434	10	,	,	PUNCT
ajiri-5738	434	11	39	39	NUM
ajiri-5738	434	12	-	-	SYM
ajiri-5738	434	13	47	47	NUM
ajiri-5738	434	14	.	.	PUNCT
ajiri-5738	435	1	pantos	panto	NOUN
ajiri-5738	435	2	,	,	PUNCT
ajiri-5738	435	3	s.	s.	PROPN
ajiri-5738	435	4	(	(	PUNCT
ajiri-5738	435	5	2025	2025	NUM
ajiri-5738	435	6	)	)	PUNCT
ajiri-5738	435	7	.	.	PUNCT
ajiri-5738	436	1	“	"	PUNCT
ajiri-5738	436	2	feeling	feel	VERB
ajiri-5738	436	3	stressed	stress	VERB
ajiri-5738	436	4	?	?	PUNCT
ajiri-5738	436	5	”	"	PUNCT
ajiri-5738	437	1	a	a	DET
ajiri-5738	437	2	critical	critical	ADJ
ajiri-5738	437	3	analysis	analysis	NOUN
ajiri-5738	437	4	of	of	ADP
ajiri-5738	437	5	the	the	DET
ajiri-5738	437	6	regulatory	regulatory	ADJ
ajiri-5738	437	7	prescribed	prescribe	VERB
ajiri-5738	437	8	stress	stress	NOUN
ajiri-5738	437	9	tests	test	NOUN
ajiri-5738	437	10	for	for	ADP
ajiri-5738	437	11	financial	financial	ADJ
ajiri-5738	437	12	services	service	NOUN
ajiri-5738	437	13	in	in	ADP
ajiri-5738	437	14	the	the	DET
ajiri-5738	437	15	uk	uk	PROPN
ajiri-5738	437	16	.	.	PROPN
ajiri-5738	437	17	journal	journal	PROPN
ajiri-5738	437	18	of	of	ADP
ajiri-5738	437	19	risk	risk	NOUN
ajiri-5738	437	20	and	and	CCONJ
ajiri-5738	437	21	financial	financial	ADJ
ajiri-5738	437	22	management	management	NOUN
ajiri-5738	437	23	,	,	PUNCT
ajiri-5738	437	24	18(5	18(5	NUM
ajiri-5738	437	25	)	)	PUNCT
ajiri-5738	437	26	,	,	PUNCT
ajiri-5738	437	27	246	246	NUM
ajiri-5738	437	28	.	.	PUNCT
ajiri-5738	438	1	papadamou	papadamou	PROPN
ajiri-5738	438	2	,	,	PUNCT
ajiri-5738	438	3	s.	s.	PROPN
ajiri-5738	438	4	,	,	PUNCT
ajiri-5738	438	5	sogiakas	sogiakas	PROPN
ajiri-5738	438	6	,	,	PUNCT
ajiri-5738	438	7	d.	d.	PROPN
ajiri-5738	438	8	,	,	PUNCT
ajiri-5738	438	9	sogiakas	sogiakas	PROPN
ajiri-5738	438	10	,	,	PUNCT
ajiri-5738	438	11	v.	v.	ADV
ajiri-5738	438	12	,	,	PUNCT
ajiri-5738	438	13	&	&	CCONJ
ajiri-5738	438	14	toudas	toudas	PROPN
ajiri-5738	438	15	,	,	PUNCT
ajiri-5738	438	16	k.	k.	PROPN
ajiri-5738	438	17	(	(	PUNCT
ajiri-5738	438	18	2021	2021	NUM
ajiri-5738	438	19	)	)	PUNCT
ajiri-5738	438	20	.	.	PUNCT
ajiri-5738	439	1	the	the	DET
ajiri-5738	439	2	prudential	prudential	ADJ
ajiri-5738	439	3	role	role	NOUN
ajiri-5738	439	4	of	of	ADP
ajiri-5738	439	5	basel	basel	PROPN
ajiri-5738	439	6	iii	iii	PROPN
ajiri-5738	439	7	liquidity	liquidity	NOUN
ajiri-5738	439	8	provisions	provision	NOUN
ajiri-5738	439	9	towards	towards	ADP
ajiri-5738	439	10	financial	financial	ADJ
ajiri-5738	439	11	stability	stability	NOUN
ajiri-5738	439	12	.	.	PUNCT
ajiri-5738	440	1	journal	journal	NOUN
ajiri-5738	440	2	of	of	ADP
ajiri-5738	440	3	forecasting	forecasting	NOUN
ajiri-5738	440	4	,	,	PUNCT
ajiri-5738	440	5	40(7	40(7	NOUN
ajiri-5738	440	6	)	)	PUNCT
ajiri-5738	440	7	,	,	PUNCT
ajiri-5738	440	8	1133	1133	NUM
ajiri-5738	440	9	-	-	SYM
ajiri-5738	440	10	1153	1153	NUM
ajiri-5738	440	11	.	.	PUNCT
ajiri-5738	441	1	pilaar	pilaar	NOUN
ajiri-5738	441	2	,	,	PUNCT
ajiri-5738	441	3	j.	j.	PROPN
ajiri-5738	441	4	(	(	PUNCT
ajiri-5738	441	5	2018	2018	NUM
ajiri-5738	441	6	)	)	PUNCT
ajiri-5738	441	7	.	.	PUNCT
ajiri-5738	442	1	starving	starve	VERB
ajiri-5738	442	2	the	the	DET
ajiri-5738	442	3	statehouse	statehouse	NOUN
ajiri-5738	442	4	:	:	PUNCT
ajiri-5738	442	5	the	the	DET
ajiri-5738	442	6	hidden	hidden	ADJ
ajiri-5738	442	7	tax	tax	NOUN
ajiri-5738	442	8	policies	policy	NOUN
ajiri-5738	442	9	behind	behind	ADP
ajiri-5738	442	10	states	state	NOUN
ajiri-5738	442	11	’	'	PUNCT
ajiri-5738	442	12	long	long	ADV
ajiri-5738	442	13	-	-	PUNCT
ajiri-5738	442	14	run	run	VERB
ajiri-5738	442	15	fiscal	fiscal	ADJ
ajiri-5738	442	16	crises	crisis	NOUN
ajiri-5738	442	17	.	.	PUNCT
ajiri-5738	443	1	yale	yale	PROPN
ajiri-5738	443	2	l.	l.	PROPN
ajiri-5738	443	3	&	&	CCONJ
ajiri-5738	443	4	pol’y	pol’y	NOUN
ajiri-5738	443	5	rev	rev	VERB
ajiri-5738	443	6	.	.	PROPN
ajiri-5738	443	7	,	,	PUNCT
ajiri-5738	443	8	37	37	NUM
ajiri-5738	443	9	,	,	PUNCT
ajiri-5738	443	10	345	345	NUM
ajiri-5738	443	11	.	.	PUNCT
ajiri-5738	444	1	qaisar	qaisar	PROPN
ajiri-5738	444	2	,	,	PUNCT
ajiri-5738	444	3	m.	m.	NOUN
ajiri-5738	444	4	n.	n.	PROPN
ajiri-5738	444	5	,	,	PUNCT
ajiri-5738	444	6	perveen	perveen	PROPN
ajiri-5738	444	7	,	,	PUNCT
ajiri-5738	444	8	a.	a.	NOUN
ajiri-5738	444	9	,	,	PUNCT
ajiri-5738	444	10	&	&	CCONJ
ajiri-5738	444	11	munir	munir	PROPN
ajiri-5738	444	12	,	,	PUNCT
ajiri-5738	444	13	s.	s.	PROPN
ajiri-5738	444	14	(	(	PUNCT
ajiri-5738	444	15	2025	2025	NUM
ajiri-5738	444	16	)	)	PUNCT
ajiri-5738	444	17	.	.	PUNCT
ajiri-5738	445	1	financial	financial	ADJ
ajiri-5738	445	2	resilience	resilience	NOUN
ajiri-5738	445	3	strategies	strategy	NOUN
ajiri-5738	445	4	:	:	PUNCT
ajiri-5738	445	5	liquidity	liquidity	NOUN
ajiri-5738	445	6	,	,	PUNCT
ajiri-5738	445	7	cost	cost	NOUN
ajiri-5738	445	8	management	management	NOUN
ajiri-5738	445	9	,	,	PUNCT
ajiri-5738	445	10	and	and	CCONJ
ajiri-5738	445	11	risk	risk	NOUN
ajiri-5738	445	12	planning	planning	NOUN
ajiri-5738	445	13	in	in	ADP
ajiri-5738	445	14	economic	economic	ADJ
ajiri-5738	445	15	downturns	downturn	NOUN
ajiri-5738	445	16	.	.	PUNCT
ajiri-5738	446	1	advance	advance	PROPN
ajiri-5738	446	2	journal	journal	PROPN
ajiri-5738	446	3	of	of	ADP
ajiri-5738	446	4	econometrics	econometric	NOUN
ajiri-5738	446	5	and	and	CCONJ
ajiri-5738	446	6	finance	finance	NOUN
ajiri-5738	446	7	,	,	PUNCT
ajiri-5738	446	8	3(2	3(2	NUM
ajiri-5738	446	9	)	)	PUNCT
ajiri-5738	446	10	,	,	PUNCT
ajiri-5738	446	11	88	88	NUM
ajiri-5738	446	12	-	-	SYM
ajiri-5738	446	13	100	100	NUM
ajiri-5738	446	14	.	.	PUNCT
ajiri-5738	447	1	rahman	rahman	PROPN
ajiri-5738	447	2	,	,	PUNCT
ajiri-5738	447	3	m.	m.	NOUN
ajiri-5738	447	4	m.	m.	NOUN
ajiri-5738	447	5	,	,	PUNCT
ajiri-5738	447	6	khaled	khaled	PROPN
ajiri-5738	447	7	rahman	rahman	PROPN
ajiri-5738	447	8	,	,	PUNCT
ajiri-5738	447	9	s.	s.	PROPN
ajiri-5738	447	10	m.	m.	PROPN
ajiri-5738	447	11	,	,	PUNCT
ajiri-5738	447	12	&	&	CCONJ
ajiri-5738	447	13	ahmed	ahmed	PROPN
ajiri-5738	447	14	,	,	PUNCT
ajiri-5738	447	15	s.	s.	PROPN
ajiri-5738	447	16	(	(	PUNCT
ajiri-5738	447	17	2023	2023	NUM
ajiri-5738	447	18	)	)	PUNCT
ajiri-5738	447	19	.	.	PUNCT
ajiri-5738	448	1	determinants	determinant	NOUN
ajiri-5738	448	2	of	of	ADP
ajiri-5738	448	3	efficiency	efficiency	NOUN
ajiri-5738	448	4	of	of	ADP
ajiri-5738	448	5	non	non	ADJ
ajiri-5738	448	6	-	-	ADJ
ajiri-5738	448	7	bank	bank	ADJ
ajiri-5738	448	8	financial	financial	ADJ
ajiri-5738	448	9	institutions	institution	NOUN
ajiri-5738	448	10	:	:	PUNCT
ajiri-5738	448	11	an	an	DET
ajiri-5738	448	12	empirical	empirical	ADJ
ajiri-5738	448	13	evidence	evidence	NOUN
ajiri-5738	448	14	from	from	ADP
ajiri-5738	448	15	bangladesh	bangladesh	PROPN
ajiri-5738	448	16	.	.	PUNCT
ajiri-5738	449	1	asian	asian	ADJ
ajiri-5738	449	2	journal	journal	PROPN
ajiri-5738	449	3	of	of	ADP
ajiri-5738	449	4	economics	economic	NOUN
ajiri-5738	449	5	and	and	CCONJ
ajiri-5738	449	6	banking	banking	NOUN
ajiri-5738	449	7	,	,	PUNCT
ajiri-5738	449	8	7(3	7(3	NUM
ajiri-5738	449	9	)	)	PUNCT
ajiri-5738	449	10	,	,	PUNCT
ajiri-5738	449	11	380	380	NUM
ajiri-5738	449	12	-	-	SYM
ajiri-5738	449	13	396	396	NUM
ajiri-5738	449	14	.	.	PUNCT
ajiri-5738	450	1	raj	raj	PROPN
ajiri-5738	450	2	,	,	PUNCT
ajiri-5738	450	3	k.	k.	PROPN
ajiri-5738	450	4	b.	b.	PROPN
ajiri-5738	450	5	,	,	PUNCT
ajiri-5738	450	6	mehta	mehta	PROPN
ajiri-5738	450	7	,	,	PUNCT
ajiri-5738	450	8	k.	k.	PROPN
ajiri-5738	450	9	,	,	PUNCT
ajiri-5738	450	10	siddi	siddi	PROPN
ajiri-5738	450	11	,	,	PUNCT
ajiri-5738	450	12	s.	s.	PROPN
ajiri-5738	450	13	,	,	PUNCT
ajiri-5738	450	14	sharma	sharma	PROPN
ajiri-5738	450	15	,	,	PUNCT
ajiri-5738	450	16	m.	m.	NOUN
ajiri-5738	450	17	,	,	PUNCT
ajiri-5738	450	18	sharma	sharma	PROPN
ajiri-5738	450	19	,	,	PUNCT
ajiri-5738	450	20	d.	d.	PROPN
ajiri-5738	450	21	k.	k.	PROPN
ajiri-5738	450	22	,	,	PUNCT
ajiri-5738	450	23	adhav	adhav	PROPN
ajiri-5738	450	24	,	,	PUNCT
ajiri-5738	450	25	s.	s.	PROPN
ajiri-5738	450	26	,	,	PUNCT
ajiri-5738	450	27	&	&	CCONJ
ajiri-5738	450	28	gonzáles	gonzále	NOUN
ajiri-5738	450	29	,	,	PUNCT
ajiri-5738	450	30	j.	j.	PROPN
ajiri-5738	450	31	l.	l.	PROPN
ajiri-5738	450	32	(	(	PUNCT
ajiri-5738	450	33	2024	2024	NUM
ajiri-5738	450	34	)	)	PUNCT
ajiri-5738	450	35	.	.	PUNCT
ajiri-5738	451	1	optimizing	optimize	VERB
ajiri-5738	451	2	financial	financial	ADJ
ajiri-5738	451	3	transactions	transaction	NOUN
ajiri-5738	451	4	and	and	CCONJ
ajiri-5738	451	5	processes	process	NOUN
ajiri-5738	451	6	through	through	ADP
ajiri-5738	451	7	the	the	DET
ajiri-5738	451	8	power	power	NOUN
ajiri-5738	451	9	of	of	ADP
ajiri-5738	451	10	distributed	distribute	VERB
ajiri-5738	451	11	systems	system	NOUN
ajiri-5738	451	12	.	.	PUNCT
ajiri-5738	452	1	meta	meta	ADJ
ajiri-5738	452	2	heuristic	heuristic	ADJ
ajiri-5738	452	3	algorithms	algorithm	NOUN
ajiri-5738	452	4	for	for	ADP
ajiri-5738	452	5	advanced	advanced	ADJ
ajiri-5738	452	6	distributed	distribute	VERB
ajiri-5738	452	7	systems	system	NOUN
ajiri-5738	452	8	,	,	PUNCT
ajiri-5738	452	9	289	289	NUM
ajiri-5738	452	10	-	-	SYM
ajiri-5738	452	11	303	303	NUM
ajiri-5738	452	12	.	.	PUNCT
ajiri-5738	453	1	sakyi	sakyi	ADJ
ajiri-5738	453	2	-	-	PUNCT
ajiri-5738	453	3	yeboah	yeboah	NOUN
ajiri-5738	453	4	,	,	PUNCT
ajiri-5738	453	5	e.	e.	PROPN
ajiri-5738	453	6	,	,	PUNCT
ajiri-5738	453	7	salifu	salifu	PROPN
ajiri-5738	453	8	,	,	PUNCT
ajiri-5738	453	9	u.	u.	PROPN
ajiri-5738	453	10	p.	p.	PROPN
ajiri-5738	453	11	,	,	PUNCT
ajiri-5738	453	12	gyamerah	gyamerah	PROPN
ajiri-5738	453	13	,	,	PUNCT
ajiri-5738	453	14	s.	s.	PROPN
ajiri-5738	453	15	a.	a.	PROPN
ajiri-5738	453	16	,	,	PUNCT
ajiri-5738	453	17	&	&	CCONJ
ajiri-5738	453	18	boiquaye	boiquaye	NOUN
ajiri-5738	453	19	,	,	PUNCT
ajiri-5738	453	20	p.	p.	NOUN
ajiri-5738	453	21	a.	a.	NOUN
ajiri-5738	454	1	(	(	PUNCT
ajiri-5738	454	2	2025	2025	NUM
ajiri-5738	454	3	)	)	PUNCT
ajiri-5738	454	4	.	.	PUNCT
ajiri-5738	455	1	evaluating	evaluate	VERB
ajiri-5738	455	2	nonprice	nonprice	NOUN
ajiri-5738	455	3	terms	term	NOUN
ajiri-5738	455	4	to	to	PART
ajiri-5738	455	5	ration	ration	VERB
ajiri-5738	455	6	microfinance	microfinance	NOUN
ajiri-5738	455	7	loans	loan	NOUN
ajiri-5738	455	8	based	base	VERB
ajiri-5738	455	9	on	on	ADP
ajiri-5738	455	10	expected	expect	VERB
ajiri-5738	455	11	loan	loan	NOUN
ajiri-5738	455	12	loss	loss	NOUN
ajiri-5738	455	13	function	function	NOUN
ajiri-5738	455	14	.	.	PUNCT
ajiri-5738	456	1	journal	journal	NOUN
ajiri-5738	456	2	of	of	ADP
ajiri-5738	456	3	applied	apply	VERB
ajiri-5738	456	4	mathematics	mathematic	NOUN
ajiri-5738	456	5	,	,	PUNCT
ajiri-5738	456	6	2025(1	2025(1	NUM
ajiri-5738	456	7	)	)	PUNCT
ajiri-5738	456	8	,	,	PUNCT
ajiri-5738	456	9	6673908	6673908	NUM
ajiri-5738	456	10	.	.	PUNCT
ajiri-5738	457	1	sharma	sharma	PROPN
ajiri-5738	457	2	,	,	PUNCT
ajiri-5738	457	3	a.	a.	PROPN
ajiri-5738	457	4	k.	k.	PROPN
ajiri-5738	457	5	,	,	PUNCT
ajiri-5738	457	6	&	&	CCONJ
ajiri-5738	457	7	chauhan	chauhan	PROPN
ajiri-5738	457	8	,	,	PUNCT
ajiri-5738	457	9	r.	r.	PROPN
ajiri-5738	457	10	(	(	PUNCT
ajiri-5738	457	11	2023	2023	NUM
ajiri-5738	457	12	)	)	PUNCT
ajiri-5738	457	13	.	.	PUNCT
ajiri-5738	458	1	impact	impact	NOUN
ajiri-5738	458	2	of	of	ADP
ajiri-5738	458	3	basel	basel	PROPN
ajiri-5738	458	4	iii	iii	PROPN
ajiri-5738	458	5	liquidity	liquidity	PROPN
ajiri-5738	458	6	and	and	CCONJ
ajiri-5738	458	7	capital	capital	NOUN
ajiri-5738	458	8	regulations	regulation	NOUN
ajiri-5738	458	9	on	on	ADP
ajiri-5738	458	10	bank	bank	NOUN
ajiri-5738	458	11	lending	lending	NOUN
ajiri-5738	458	12	and	and	CCONJ
ajiri-5738	458	13	financial	financial	ADJ
ajiri-5738	458	14	stability	stability	NOUN
ajiri-5738	458	15	:	:	PUNCT
ajiri-5738	458	16	evidence	evidence	NOUN
ajiri-5738	458	17	from	from	ADP
ajiri-5738	458	18	emerging	emerge	VERB
ajiri-5738	458	19	countries	country	NOUN
ajiri-5738	458	20	.	.	PUNCT
ajiri-5738	459	1	journal	journal	NOUN
ajiri-5738	459	2	of	of	ADP
ajiri-5738	459	3	corporate	corporate	ADJ
ajiri-5738	459	4	accounting	accounting	NOUN
ajiri-5738	459	5	&	&	CCONJ
ajiri-5738	459	6	finance	finance	NOUN
ajiri-5738	459	7	,	,	PUNCT
ajiri-5738	459	8	34(4	34(4	NUM
ajiri-5738	459	9	)	)	PUNCT
ajiri-5738	459	10	,	,	PUNCT
ajiri-5738	459	11	28	28	NUM
ajiri-5738	459	12	-	-	SYM
ajiri-5738	459	13	45	45	NUM
ajiri-5738	459	14	.	.	PUNCT
ajiri-5738	460	1	shira	shira	PROPN
ajiri-5738	460	2	,	,	PUNCT
ajiri-5738	460	3	r.	r.	PROPN
ajiri-5738	460	4	k.	k.	PROPN
ajiri-5738	460	5	(	(	PUNCT
ajiri-5738	460	6	2023	2023	NUM
ajiri-5738	460	7	)	)	PUNCT
ajiri-5738	460	8	.	.	PUNCT
ajiri-5738	461	1	nexus	nexus	NOUN
ajiri-5738	461	2	between	between	ADP
ajiri-5738	461	3	credit	credit	NOUN
ajiri-5738	461	4	risk	risk	NOUN
ajiri-5738	461	5	,	,	PUNCT
ajiri-5738	461	6	liquidity	liquidity	NOUN
ajiri-5738	461	7	risk	risk	NOUN
ajiri-5738	461	8	,	,	PUNCT
ajiri-5738	461	9	corporate	corporate	ADJ
ajiri-5738	461	10	governance	governance	NOUN
ajiri-5738	461	11	and	and	CCONJ
ajiri-5738	461	12	bank	bank	NOUN
ajiri-5738	461	13	performance	performance	NOUN
ajiri-5738	461	14	during	during	ADP
ajiri-5738	461	15	times	time	NOUN
ajiri-5738	461	16	of	of	ADP
ajiri-5738	461	17	crisis	crisis	NOUN
ajiri-5738	461	18	.	.	PUNCT
ajiri-5738	462	1	fwu	fwu	PROPN
ajiri-5738	462	2	journal	journal	NOUN
ajiri-5738	462	3	of	of	ADP
ajiri-5738	462	4	social	social	ADJ
ajiri-5738	462	5	sciences	science	NOUN
ajiri-5738	462	6	,	,	PUNCT
ajiri-5738	462	7	17(3	17(3	NUM
ajiri-5738	462	8	)	)	PUNCT
ajiri-5738	462	9	.	.	PUNCT
ajiri-5738	463	1	skyrman	skyrman	NOUN
ajiri-5738	463	2	,	,	PUNCT
ajiri-5738	463	3	v.	v.	PROPN
ajiri-5738	463	4	(	(	PUNCT
ajiri-5738	463	5	2024	2024	NUM
ajiri-5738	463	6	)	)	PUNCT
ajiri-5738	463	7	.	.	PUNCT
ajiri-5738	464	1	why	why	SCONJ
ajiri-5738	464	2	did	do	AUX
ajiri-5738	464	3	n’t	not	PART
ajiri-5738	464	4	europe	europe	PROPN
ajiri-5738	464	5	securitise	securitise	VERB
ajiri-5738	464	6	more	more	ADV
ajiri-5738	464	7	?	?	PUNCT
ajiri-5738	465	1	the	the	DET
ajiri-5738	465	2	institutionalisation	institutionalisation	NOUN
ajiri-5738	465	3	of	of	ADP
ajiri-5738	465	4	covered	covered	ADJ
ajiri-5738	465	5	bonds	bond	NOUN
ajiri-5738	465	6	as	as	ADP
ajiri-5738	465	7	an	an	DET
ajiri-5738	465	8	efficient	efficient	ADJ
ajiri-5738	465	9	instrument	instrument	NOUN
ajiri-5738	465	10	for	for	ADP
ajiri-5738	465	11	financialisation	financialisation	NOUN
ajiri-5738	465	12	.	.	PUNCT
ajiri-5738	466	1	new	new	ADJ
ajiri-5738	466	2	political	political	ADJ
ajiri-5738	466	3	economy	economy	NOUN
ajiri-5738	466	4	,	,	PUNCT
ajiri-5738	466	5	29(1	29(1	NUM
ajiri-5738	466	6	)	)	PUNCT
ajiri-5738	466	7	,	,	PUNCT
ajiri-5738	466	8	144	144	NUM
ajiri-5738	466	9	-	-	SYM
ajiri-5738	466	10	158	158	NUM
ajiri-5738	466	11	.	.	PUNCT
ajiri-5738	467	1	tolulope	tolulope	NOUN
ajiri-5738	467	2	,	,	PUNCT
ajiri-5738	467	3	a.	a.	NOUN
ajiri-5738	467	4	o.	o.	PROPN
ajiri-5738	467	5	(	(	PUNCT
ajiri-5738	467	6	2021	2021	NUM
ajiri-5738	467	7	)	)	PUNCT
ajiri-5738	467	8	.	.	PUNCT
ajiri-5738	468	1	monetary	monetary	ADJ
ajiri-5738	468	2	policy	policy	NOUN
ajiri-5738	468	3	shocks	shock	NOUN
ajiri-5738	468	4	and	and	CCONJ
ajiri-5738	468	5	income	income	NOUN
ajiri-5738	468	6	inequality	inequality	NOUN
ajiri-5738	468	7	in	in	ADP
ajiri-5738	468	8	nigeria	nigeria	PROPN
ajiri-5738	468	9	:	:	PUNCT
ajiri-5738	468	10	do	do	AUX
ajiri-5738	468	11	effects	effect	NOUN
ajiri-5738	468	12	of	of	ADP
ajiri-5738	468	13	anticipated	anticipate	VERB
ajiri-5738	468	14	and	and	CCONJ
ajiri-5738	468	15	unanticipated	unanticipated	ADJ
ajiri-5738	468	16	shocks	shock	NOUN
ajiri-5738	468	17	differ	differ	VERB
ajiri-5738	468	18	?	?	PUNCT
ajiri-5738	469	1	african	african	ADJ
ajiri-5738	469	2	journal	journal	NOUN
ajiri-5738	469	3	of	of	ADP
ajiri-5738	469	4	economic	economic	ADJ
ajiri-5738	469	5	review	review	NOUN
ajiri-5738	469	6	,	,	PUNCT
ajiri-5738	469	7	9(2	9(2	NUM
ajiri-5738	469	8	)	)	PUNCT
ajiri-5738	469	9	,	,	PUNCT
ajiri-5738	469	10	1	1	NUM
ajiri-5738	469	11	-	-	SYM
ajiri-5738	469	12	18	18	NUM
ajiri-5738	469	13	.	.	PUNCT
ajiri-5738	470	1	veeramoothoo	veeramoothoo	PROPN
ajiri-5738	470	2	,	,	PUNCT
ajiri-5738	470	3	s.	s.	PROPN
ajiri-5738	470	4	,	,	PUNCT
ajiri-5738	470	5	&	&	CCONJ
ajiri-5738	470	6	hammoudeh	hammoudeh	PROPN
ajiri-5738	470	7	,	,	PUNCT
ajiri-5738	470	8	s.	s.	PROPN
ajiri-5738	470	9	(	(	PUNCT
ajiri-5738	470	10	2022	2022	NUM
ajiri-5738	470	11	)	)	PUNCT
ajiri-5738	470	12	.	.	PUNCT
ajiri-5738	471	1	impact	impact	NOUN
ajiri-5738	471	2	of	of	ADP
ajiri-5738	471	3	basel	basel	PROPN
ajiri-5738	471	4	iii	iii	PROPN
ajiri-5738	471	5	liquidity	liquidity	NOUN
ajiri-5738	471	6	regulations	regulation	NOUN
ajiri-5738	471	7	on	on	ADP
ajiri-5738	471	8	us	us	PROPN
ajiri-5738	471	9	bank	bank	NOUN
ajiri-5738	471	10	performance	performance	NOUN
ajiri-5738	471	11	in	in	ADP
ajiri-5738	471	12	different	different	ADJ
ajiri-5738	471	13	conditional	conditional	ADJ
ajiri-5738	471	14	profitability	profitability	NOUN
ajiri-5738	471	15	spectrums	spectrum	NOUN
ajiri-5738	471	16	.	.	PUNCT
ajiri-5738	472	1	the	the	DET
ajiri-5738	472	2	north	north	ADJ
ajiri-5738	472	3	american	american	ADJ
ajiri-5738	472	4	journal	journal	PROPN
ajiri-5738	472	5	of	of	ADP
ajiri-5738	472	6	economics	economic	NOUN
ajiri-5738	472	7	and	and	CCONJ
ajiri-5738	472	8	finance	finance	NOUN
ajiri-5738	472	9	,	,	PUNCT
ajiri-5738	472	10	63	63	NUM
ajiri-5738	472	11	,	,	PUNCT
ajiri-5738	472	12	101826	101826	NUM
ajiri-5738	472	13	.	.	PUNCT
ajiri-5738	473	1	von	von	PROPN
ajiri-5738	473	2	solms	solms	PROPN
ajiri-5738	473	3	,	,	PUNCT
ajiri-5738	473	4	j.	j.	PROPN
ajiri-5738	473	5	(	(	PUNCT
ajiri-5738	473	6	2021	2021	NUM
ajiri-5738	473	7	)	)	PUNCT
ajiri-5738	473	8	.	.	PUNCT
ajiri-5738	474	1	integrating	integrate	VERB
ajiri-5738	474	2	regulatory	regulatory	ADJ
ajiri-5738	474	3	technology	technology	NOUN
ajiri-5738	474	4	(	(	PUNCT
ajiri-5738	474	5	regtech	regtech	PROPN
ajiri-5738	474	6	)	)	PUNCT
ajiri-5738	474	7	into	into	ADP
ajiri-5738	474	8	the	the	DET
ajiri-5738	474	9	digital	digital	ADJ
ajiri-5738	474	10	transformation	transformation	NOUN
ajiri-5738	474	11	of	of	ADP
ajiri-5738	474	12	a	a	DET
ajiri-5738	474	13	bank	bank	NOUN
ajiri-5738	474	14	treasury	treasury	NOUN
ajiri-5738	474	15	.	.	PUNCT
ajiri-5738	475	1	journal	journal	PROPN
ajiri-5738	475	2	of	of	ADP
ajiri-5738	475	3	banking	banking	NOUN
ajiri-5738	475	4	regulation	regulation	NOUN
ajiri-5738	475	5	,	,	PUNCT
ajiri-5738	475	6	22(2	22(2	NUM
ajiri-5738	475	7	)	)	PUNCT
ajiri-5738	475	8	,	,	PUNCT
ajiri-5738	475	9	152	152	NUM
ajiri-5738	475	10	-	-	SYM
ajiri-5738	475	11	168	168	NUM
ajiri-5738	475	12	.	.	PUNCT
ajiri-5738	476	1	wang	wang	PROPN
ajiri-5738	476	2	,	,	PUNCT
ajiri-5738	476	3	r.	r.	PROPN
ajiri-5738	476	4	(	(	PUNCT
ajiri-5738	476	5	2024	2024	NUM
ajiri-5738	476	6	)	)	PUNCT
ajiri-5738	476	7	.	.	PUNCT
ajiri-5738	477	1	safeguarding	safeguard	VERB
ajiri-5738	477	2	enterprise	enterprise	NOUN
ajiri-5738	477	3	prosperity	prosperity	NOUN
ajiri-5738	477	4	:	:	PUNCT
ajiri-5738	477	5	an	an	DET
ajiri-5738	477	6	in	in	ADP
ajiri-5738	477	7	-	-	PUNCT
ajiri-5738	477	8	depth	depth	NOUN
ajiri-5738	477	9	analysis	analysis	NOUN
ajiri-5738	477	10	of	of	ADP
ajiri-5738	477	11	financial	financial	ADJ
ajiri-5738	477	12	management	management	NOUN
ajiri-5738	477	13	strategies	strategy	NOUN
ajiri-5738	477	14	.	.	PUNCT
ajiri-5738	478	1	journal	journal	NOUN
ajiri-5738	478	2	of	of	ADP
ajiri-5738	478	3	the	the	DET
ajiri-5738	478	4	knowledge	knowledge	NOUN
ajiri-5738	478	5	economy	economy	NOUN
ajiri-5738	478	6	,	,	PUNCT
ajiri-5738	478	7	15(4	15(4	NUM
ajiri-5738	478	8	)	)	PUNCT
ajiri-5738	478	9	,	,	PUNCT
ajiri-5738	478	10	17676	17676	NUM
ajiri-5738	478	11	-	-	SYM
ajiri-5738	478	12	17704	17704	NUM
ajiri-5738	478	13	.	.	PUNCT
ajiri-5738	479	1	wansleben	wansleben	PROPN
ajiri-5738	479	2	,	,	PUNCT
ajiri-5738	479	3	l.	l.	PROPN
ajiri-5738	479	4	(	(	PUNCT
ajiri-5738	479	5	2021	2021	NUM
ajiri-5738	479	6	)	)	PUNCT
ajiri-5738	479	7	.	.	PUNCT
ajiri-5738	480	1	divisions	division	NOUN
ajiri-5738	480	2	of	of	ADP
ajiri-5738	480	3	regulatory	regulatory	ADJ
ajiri-5738	480	4	labor	labor	NOUN
ajiri-5738	480	5	,	,	PUNCT
ajiri-5738	480	6	institutional	institutional	ADJ
ajiri-5738	480	7	closure	closure	NOUN
ajiri-5738	480	8	,	,	PUNCT
ajiri-5738	480	9	and	and	CCONJ
ajiri-5738	480	10	structural	structural	ADJ
ajiri-5738	480	11	secrecy	secrecy	NOUN
ajiri-5738	480	12	in	in	ADP
ajiri-5738	480	13	new	new	ADJ
ajiri-5738	480	14	regulatory	regulatory	ADJ
ajiri-5738	480	15	states	state	NOUN
ajiri-5738	480	16	:	:	PUNCT
ajiri-5738	480	17	the	the	DET
ajiri-5738	480	18	case	case	NOUN
ajiri-5738	480	19	of	of	ADP
ajiri-5738	480	20	neglected	neglect	VERB
ajiri-5738	480	21	liquidity	liquidity	NOUN
ajiri-5738	480	22	risks	risk	NOUN
ajiri-5738	480	23	in	in	ADP
ajiri-5738	480	24	market‐based	market‐base	VERB
ajiri-5738	480	25	banking	banking	NOUN
ajiri-5738	480	26	.	.	PUNCT
ajiri-5738	481	1	regulation	regulation	NOUN
ajiri-5738	481	2	&	&	CCONJ
ajiri-5738	481	3	governance	governance	NOUN
ajiri-5738	481	4	,	,	PUNCT
ajiri-5738	481	5	15(3	15(3	NUM
ajiri-5738	481	6	)	)	PUNCT
ajiri-5738	481	7	,	,	PUNCT
ajiri-5738	481	8	909	909	NUM
ajiri-5738	481	9	-	-	SYM
ajiri-5738	481	10	932	932	NUM
ajiri-5738	481	11	.	.	PUNCT
ajiri-5738	482	1	wei	wei	PROPN
ajiri-5738	482	2	,	,	PUNCT
ajiri-5738	482	3	l.	l.	PROPN
ajiri-5738	482	4	(	(	PUNCT
ajiri-5738	482	5	2025	2025	NUM
ajiri-5738	482	6	)	)	PUNCT
ajiri-5738	482	7	.	.	PUNCT
ajiri-5738	483	1	optimizing	optimize	VERB
ajiri-5738	483	2	cash	cash	NOUN
ajiri-5738	483	3	flow	flow	NOUN
ajiri-5738	483	4	management	management	NOUN
ajiri-5738	483	5	for	for	ADP
ajiri-5738	483	6	ship	ship	NOUN
ajiri-5738	483	7	financing	finance	VERB
ajiri-5738	483	8	leasing	leasing	NOUN
ajiri-5738	483	9	:	:	PUNCT
ajiri-5738	483	10	risk	risk	NOUN
ajiri-5738	483	11	identification	identification	NOUN
ajiri-5738	483	12	,	,	PUNCT
ajiri-5738	483	13	risk	risk	NOUN
ajiri-5738	483	14	assessment	assessment	NOUN
ajiri-5738	483	15	,	,	PUNCT
ajiri-5738	483	16	and	and	CCONJ
ajiri-5738	483	17	management	management	NOUN
ajiri-5738	483	18	strategies	strategy	NOUN
ajiri-5738	483	19	.	.	PUNCT
ajiri-5738	484	1	cogent	cogent	NOUN
ajiri-5738	484	2	business	business	PROPN
ajiri-5738	484	3	&	&	CCONJ
ajiri-5738	484	4	management	management	PROPN
ajiri-5738	484	5	,	,	PUNCT
ajiri-5738	484	6	12(1	12(1	NUM
ajiri-5738	484	7	)	)	PUNCT
ajiri-5738	484	8	,	,	PUNCT
ajiri-5738	484	9	2464941	2464941	NUM
ajiri-5738	484	10	.	.	PUNCT
ajiri-5738	485	1	wray	wray	PROPN
ajiri-5738	485	2	,	,	PUNCT
ajiri-5738	485	3	l.	l.	PROPN
ajiri-5738	485	4	r.	r.	PROPN
ajiri-5738	485	5	(	(	PUNCT
ajiri-5738	485	6	2023	2023	NUM
ajiri-5738	485	7	)	)	PUNCT
ajiri-5738	485	8	.	.	PUNCT
ajiri-5738	486	1	post	post	ADJ
ajiri-5738	486	2	-	-	ADJ
ajiri-5738	486	3	keynesian	keynesian	ADJ
ajiri-5738	486	4	liquidity	liquidity	NOUN
ajiri-5738	486	5	preference	preference	NOUN
ajiri-5738	486	6	theory	theory	NOUN
ajiri-5738	486	7	four	four	NUM
ajiri-5738	486	8	decades	decade	NOUN
ajiri-5738	486	9	later	later	ADV
ajiri-5738	486	10	:	:	PUNCT
ajiri-5738	486	11	a	a	DET
ajiri-5738	486	12	reexamination	reexamination	NOUN
ajiri-5738	486	13	.	.	PUNCT
ajiri-5738	487	1	journal	journal	NOUN
ajiri-5738	487	2	of	of	ADP
ajiri-5738	487	3	post	post	PROPN
ajiri-5738	487	4	keynesian	keynesian	ADJ
ajiri-5738	487	5	economics	economic	NOUN
ajiri-5738	487	6	,	,	PUNCT
ajiri-5738	487	7	46(4	46(4	NOUN
ajiri-5738	487	8	)	)	PUNCT
ajiri-5738	487	9	,	,	PUNCT
ajiri-5738	487	10	498	498	NUM
ajiri-5738	487	11	-	-	SYM
ajiri-5738	487	12	516	516	NUM
ajiri-5738	487	13	.	.	PUNCT
ajiri-5738	488	1	wu	wu	PROPN
ajiri-5738	488	2	,	,	PUNCT
ajiri-5738	488	3	b.	b.	PROPN
ajiri-5738	488	4	,	,	PUNCT
ajiri-5738	488	5	min	min	PROPN
ajiri-5738	488	6	,	,	PUNCT
ajiri-5738	488	7	f.	f.	PROPN
ajiri-5738	488	8	,	,	PUNCT
ajiri-5738	488	9	&	&	CCONJ
ajiri-5738	488	10	wen	wen	PROPN
ajiri-5738	488	11	,	,	PUNCT
ajiri-5738	488	12	f.	f.	PROPN
ajiri-5738	488	13	(	(	PUNCT
ajiri-5738	488	14	2023	2023	NUM
ajiri-5738	488	15	)	)	PUNCT
ajiri-5738	488	16	.	.	PUNCT
ajiri-5738	489	1	the	the	DET
ajiri-5738	489	2	stress	stress	NOUN
ajiri-5738	489	3	contagion	contagion	NOUN
ajiri-5738	489	4	among	among	ADP
ajiri-5738	489	5	financial	financial	ADJ
ajiri-5738	489	6	markets	market	NOUN
ajiri-5738	489	7	and	and	CCONJ
ajiri-5738	489	8	its	its	PRON
ajiri-5738	489	9	determinants	determinant	NOUN
ajiri-5738	489	10	.	.	PUNCT
ajiri-5738	490	1	the	the	DET
ajiri-5738	490	2	european	european	PROPN
ajiri-5738	490	3	journal	journal	PROPN
ajiri-5738	490	4	of	of	ADP
ajiri-5738	490	5	finance	finance	NOUN
ajiri-5738	490	6	,	,	PUNCT
ajiri-5738	490	7	29(11	29(11	NUM
ajiri-5738	490	8	)	)	PUNCT
ajiri-5738	490	9	,	,	PUNCT
ajiri-5738	490	10	1267	1267	NUM
ajiri-5738	490	11	-	-	SYM
ajiri-5738	490	12	1302	1302	NUM
ajiri-5738	490	13	.	.	PUNCT
ajiri-5738	491	1	yang	yang	PROPN
ajiri-5738	491	2	,	,	PUNCT
ajiri-5738	491	3	l.	l.	PROPN
ajiri-5738	491	4	,	,	PUNCT
ajiri-5738	491	5	yi	yi	PROPN
ajiri-5738	491	6	,	,	PUNCT
ajiri-5738	491	7	y.	y.	PROPN
ajiri-5738	491	8	,	,	PUNCT
ajiri-5738	491	9	&	&	CCONJ
ajiri-5738	491	10	wang	wang	PROPN
ajiri-5738	491	11	,	,	PUNCT
ajiri-5738	491	12	s.	s.	PROPN
ajiri-5738	491	13	(	(	PUNCT
ajiri-5738	491	14	2021	2021	NUM
ajiri-5738	491	15	)	)	PUNCT
ajiri-5738	491	16	.	.	PUNCT
ajiri-5738	492	1	banks	bank	NOUN
ajiri-5738	492	2	’	’	PART
ajiri-5738	492	3	maturity	maturity	NOUN
ajiri-5738	492	4	mismatch	mismatch	NOUN
ajiri-5738	492	5	,	,	PUNCT
ajiri-5738	492	6	financial	financial	ADJ
ajiri-5738	492	7	stability	stability	NOUN
ajiri-5738	492	8	,	,	PUNCT
ajiri-5738	492	9	and	and	CCONJ
ajiri-5738	492	10	macroeconomic	macroeconomic	ADJ
ajiri-5738	492	11	dynamics	dynamic	NOUN
ajiri-5738	492	12	.	.	PUNCT
ajiri-5738	493	1	economic	economic	ADJ
ajiri-5738	493	2	research	research	NOUN
ajiri-5738	493	3	-	-	PUNCT
ajiri-5738	493	4	ekonomska	ekonomska	ADJ
ajiri-5738	493	5	istraživanja	istraživanja	NOUN
ajiri-5738	493	6	,	,	PUNCT
ajiri-5738	493	7	34(1	34(1	NUM
ajiri-5738	493	8	)	)	PUNCT
ajiri-5738	493	9	,	,	PUNCT
ajiri-5738	493	10	3038	3038	NUM
ajiri-5738	493	11	-	-	SYM
ajiri-5738	493	12	3063	3063	NUM
ajiri-5738	493	13	.	.	PUNCT