id	sid	tid	token	lemma	pos
ajbmeb-2980	1	1	american	american	PROPN
ajbmeb-2980	1	2	journal	journal	PROPN
ajbmeb-2980	1	3	of	of	ADP
ajbmeb-2980	1	4	business	business	NOUN
ajbmeb-2980	1	5	management	management	NOUN
ajbmeb-2980	1	6	,	,	PUNCT
ajbmeb-2980	1	7	economics	economic	NOUN
ajbmeb-2980	1	8	and	and	CCONJ
ajbmeb-2980	1	9	banking	banking	NOUN
ajbmeb-2980	1	10	issn	issn	PROPN
ajbmeb-2980	1	11	(	(	PUNCT
ajbmeb-2980	1	12	e	e	NOUN
ajbmeb-2980	1	13	):	):	PUNCT
ajbmeb-2980	1	14	2832	2832	NUM
ajbmeb-2980	1	15	-	-	SYM
ajbmeb-2980	1	16	8078	8078	NUM
ajbmeb-2980	1	17	volume	volume	NOUN
ajbmeb-2980	1	18	37	37	NUM
ajbmeb-2980	1	19	,	,	PUNCT
ajbmeb-2980	1	20	june	june	PROPN
ajbmeb-2980	1	21	2025	2025	NUM
ajbmeb-2980	1	22	p	p	NOUN
ajbmeb-2980	1	23	a	a	DET
ajbmeb-2980	1	24	g	g	NOUN
ajbmeb-2980	1	25	e	e	NOUN
ajbmeb-2980	1	26	|	|	NOUN
ajbmeb-2980	1	27	12	12	NUM
ajbmeb-2980	1	28	www.americanjournal.org	www.americanjournal.org	NOUN
ajbmeb-2980	1	29	modern	modern	ADJ
ajbmeb-2980	1	30	methods	method	NOUN
ajbmeb-2980	1	31	of	of	ADP
ajbmeb-2980	1	32	asset	asset	NOUN
ajbmeb-2980	1	33	management	management	NOUN
ajbmeb-2980	1	34	of	of	ADP
ajbmeb-2980	1	35	commercial	commercial	ADJ
ajbmeb-2980	1	36	banks	bank	NOUN
ajbmeb-2980	1	37	rabimkulov	rabimkulov	VERB
ajbmeb-2980	1	38	sherzod	sherzod	NOUN
ajbmeb-2980	1	39	murtozaevich	murtozaevich	ADJ
ajbmeb-2980	1	40	doctor	doctor	NOUN
ajbmeb-2980	1	41	of	of	ADP
ajbmeb-2980	1	42	philosophy	philosophy	NOUN
ajbmeb-2980	1	43	in	in	ADP
ajbmeb-2980	1	44	economics	economics	NOUN
ajbmeb-2980	1	45	(	(	PUNCT
ajbmeb-2980	1	46	phd	phd	NOUN
ajbmeb-2980	1	47	)	)	PUNCT
ajbmeb-2980	1	48	,	,	PUNCT
ajbmeb-2980	1	49	tashkent	tashkent	PROPN
ajbmeb-2980	1	50	state	state	PROPN
ajbmeb-2980	1	51	economical	economical	ADJ
ajbmeb-2980	1	52	university	university	NOUN
ajbmeb-2980	1	53	a	a	DET
ajbmeb-2980	1	54	b	b	PROPN
ajbmeb-2980	1	55	s	s	ADP
ajbmeb-2980	1	56	t	t	PROPN
ajbmeb-2980	1	57	r	r	NOUN
ajbmeb-2980	1	58	a	a	DET
ajbmeb-2980	1	59	c	c	NOUN
ajbmeb-2980	1	60	t	t	NOUN
ajbmeb-2980	1	61	k	k	X
ajbmeb-2980	1	62	e	e	PROPN
ajbmeb-2980	1	63	y	y	PROPN
ajbmeb-2980	1	64	w	w	NOUN
ajbmeb-2980	1	65	o	o	NOUN
ajbmeb-2980	1	66	r	r	NOUN
ajbmeb-2980	1	67	d	d	NOUN
ajbmeb-2980	1	68	s	s	NOUN
ajbmeb-2980	1	69	annotation	annotation	NOUN
ajbmeb-2980	1	70	:	:	PUNCT
ajbmeb-2980	1	71	this	this	DET
ajbmeb-2980	1	72	article	article	NOUN
ajbmeb-2980	1	73	analyzes	analyze	VERB
ajbmeb-2980	1	74	modern	modern	ADJ
ajbmeb-2980	1	75	methods	method	NOUN
ajbmeb-2980	1	76	of	of	ADP
ajbmeb-2980	1	77	asset	asset	NOUN
ajbmeb-2980	1	78	management	management	NOUN
ajbmeb-2980	1	79	of	of	ADP
ajbmeb-2980	1	80	commercial	commercial	ADJ
ajbmeb-2980	1	81	banks	bank	NOUN
ajbmeb-2980	1	82	and	and	CCONJ
ajbmeb-2980	1	83	their	their	PRON
ajbmeb-2980	1	84	practical	practical	ADJ
ajbmeb-2980	1	85	significance	significance	NOUN
ajbmeb-2980	1	86	.	.	PUNCT
ajbmeb-2980	2	1	the	the	DET
ajbmeb-2980	2	2	essence	essence	NOUN
ajbmeb-2980	2	3	of	of	ADP
ajbmeb-2980	2	4	modern	modern	ADJ
ajbmeb-2980	2	5	approaches	approach	NOUN
ajbmeb-2980	2	6	such	such	ADJ
ajbmeb-2980	2	7	as	as	ADP
ajbmeb-2980	2	8	asset	asset	NOUN
ajbmeb-2980	2	9	-	-	PUNCT
ajbmeb-2980	2	10	liability	liability	NOUN
ajbmeb-2980	2	11	management	management	NOUN
ajbmeb-2980	2	12	(	(	PUNCT
ajbmeb-2980	2	13	alm	alm	NOUN
ajbmeb-2980	2	14	)	)	PUNCT
ajbmeb-2980	2	15	,	,	PUNCT
ajbmeb-2980	2	16	portfolio	portfolio	NOUN
ajbmeb-2980	2	17	diversification	diversification	NOUN
ajbmeb-2980	2	18	,	,	PUNCT
ajbmeb-2980	2	19	technological	technological	ADJ
ajbmeb-2980	2	20	innovations	innovation	NOUN
ajbmeb-2980	2	21	,	,	PUNCT
ajbmeb-2980	2	22	liquidity	liquidity	NOUN
ajbmeb-2980	2	23	management	management	NOUN
ajbmeb-2980	2	24	,	,	PUNCT
ajbmeb-2980	2	25	stress	stress	NOUN
ajbmeb-2980	2	26	tests	test	NOUN
ajbmeb-2980	2	27	,	,	PUNCT
ajbmeb-2980	2	28	and	and	CCONJ
ajbmeb-2980	2	29	esg	esg	PROPN
ajbmeb-2980	2	30	-	-	PUNCT
ajbmeb-2980	2	31	based	base	VERB
ajbmeb-2980	2	32	management	management	NOUN
ajbmeb-2980	2	33	and	and	CCONJ
ajbmeb-2980	2	34	their	their	PRON
ajbmeb-2980	2	35	role	role	NOUN
ajbmeb-2980	2	36	in	in	ADP
ajbmeb-2980	2	37	the	the	DET
ajbmeb-2980	2	38	activities	activity	NOUN
ajbmeb-2980	2	39	of	of	ADP
ajbmeb-2980	2	40	banks	bank	NOUN
ajbmeb-2980	2	41	are	be	AUX
ajbmeb-2980	2	42	deeply	deeply	ADV
ajbmeb-2980	2	43	covered	cover	VERB
ajbmeb-2980	2	44	.	.	PUNCT
ajbmeb-2980	3	1	also	also	ADV
ajbmeb-2980	3	2	,	,	PUNCT
ajbmeb-2980	3	3	detailed	detailed	ADJ
ajbmeb-2980	3	4	information	information	NOUN
ajbmeb-2980	3	5	is	be	AUX
ajbmeb-2980	3	6	provided	provide	VERB
ajbmeb-2980	3	7	on	on	ADP
ajbmeb-2980	3	8	the	the	DET
ajbmeb-2980	3	9	application	application	NOUN
ajbmeb-2980	3	10	of	of	ADP
ajbmeb-2980	3	11	each	each	DET
ajbmeb-2980	3	12	method	method	NOUN
ajbmeb-2980	3	13	and	and	CCONJ
ajbmeb-2980	3	14	their	their	PRON
ajbmeb-2980	3	15	advantages	advantage	NOUN
ajbmeb-2980	3	16	.	.	PUNCT
ajbmeb-2980	4	1	the	the	DET
ajbmeb-2980	4	2	results	result	NOUN
ajbmeb-2980	4	3	of	of	ADP
ajbmeb-2980	4	4	the	the	DET
ajbmeb-2980	4	5	study	study	NOUN
ajbmeb-2980	4	6	show	show	VERB
ajbmeb-2980	4	7	that	that	SCONJ
ajbmeb-2980	4	8	they	they	PRON
ajbmeb-2980	4	9	expand	expand	VERB
ajbmeb-2980	4	10	the	the	DET
ajbmeb-2980	4	11	possibilities	possibility	NOUN
ajbmeb-2980	4	12	for	for	SCONJ
ajbmeb-2980	4	13	banks	bank	NOUN
ajbmeb-2980	4	14	to	to	PART
ajbmeb-2980	4	15	increase	increase	VERB
ajbmeb-2980	4	16	financial	financial	ADJ
ajbmeb-2980	4	17	stability	stability	NOUN
ajbmeb-2980	4	18	,	,	PUNCT
ajbmeb-2980	4	19	reduce	reduce	VERB
ajbmeb-2980	4	20	risks	risk	NOUN
ajbmeb-2980	4	21	,	,	PUNCT
ajbmeb-2980	4	22	and	and	CCONJ
ajbmeb-2980	4	23	enhance	enhance	VERB
ajbmeb-2980	4	24	competitiveness	competitiveness	NOUN
ajbmeb-2980	4	25	.	.	PUNCT
ajbmeb-2980	5	1	commercial	commercial	ADJ
ajbmeb-2980	5	2	banks	bank	NOUN
ajbmeb-2980	5	3	,	,	PUNCT
ajbmeb-2980	5	4	asset	asset	NOUN
ajbmeb-2980	5	5	management	management	NOUN
ajbmeb-2980	5	6	,	,	PUNCT
ajbmeb-2980	5	7	alm	alm	NOUN
ajbmeb-2980	5	8	,	,	PUNCT
ajbmeb-2980	5	9	diversification	diversification	NOUN
ajbmeb-2980	5	10	,	,	PUNCT
ajbmeb-2980	5	11	technological	technological	ADJ
ajbmeb-2980	5	12	innovation	innovation	NOUN
ajbmeb-2980	5	13	,	,	PUNCT
ajbmeb-2980	5	14	liquidity	liquidity	NOUN
ajbmeb-2980	5	15	,	,	PUNCT
ajbmeb-2980	5	16	stress	stress	NOUN
ajbmeb-2980	5	17	testing	testing	NOUN
ajbmeb-2980	5	18	,	,	PUNCT
ajbmeb-2980	5	19	esg	esg	PROPN
ajbmeb-2980	5	20	criteria	criterion	NOUN
ajbmeb-2980	5	21	,	,	PUNCT
ajbmeb-2980	5	22	financial	financial	ADJ
ajbmeb-2980	5	23	stability	stability	NOUN
ajbmeb-2980	5	24	,	,	PUNCT
ajbmeb-2980	5	25	risk	risk	NOUN
ajbmeb-2980	5	26	management	management	NOUN
ajbmeb-2980	5	27	.	.	PUNCT
ajbmeb-2980	6	1	introduction	introduction	NOUN
ajbmeb-2980	6	2	asset	asset	NOUN
ajbmeb-2980	6	3	management	management	NOUN
ajbmeb-2980	6	4	of	of	ADP
ajbmeb-2980	6	5	commercial	commercial	ADJ
ajbmeb-2980	6	6	banks	bank	NOUN
ajbmeb-2980	6	7	is	be	AUX
ajbmeb-2980	6	8	one	one	NUM
ajbmeb-2980	6	9	of	of	ADP
ajbmeb-2980	6	10	the	the	DET
ajbmeb-2980	6	11	most	most	ADV
ajbmeb-2980	6	12	important	important	ADJ
ajbmeb-2980	6	13	aspects	aspect	NOUN
ajbmeb-2980	6	14	of	of	ADP
ajbmeb-2980	6	15	the	the	DET
ajbmeb-2980	6	16	modern	modern	ADJ
ajbmeb-2980	6	17	financial	financial	ADJ
ajbmeb-2980	6	18	system	system	NOUN
ajbmeb-2980	6	19	.	.	PUNCT
ajbmeb-2980	7	1	in	in	ADP
ajbmeb-2980	7	2	the	the	DET
ajbmeb-2980	7	3	context	context	NOUN
ajbmeb-2980	7	4	of	of	ADP
ajbmeb-2980	7	5	globalization	globalization	NOUN
ajbmeb-2980	7	6	processes	process	NOUN
ajbmeb-2980	7	7	,	,	PUNCT
ajbmeb-2980	7	8	the	the	DET
ajbmeb-2980	7	9	rapid	rapid	ADJ
ajbmeb-2980	7	10	development	development	NOUN
ajbmeb-2980	7	11	of	of	ADP
ajbmeb-2980	7	12	digital	digital	ADJ
ajbmeb-2980	7	13	technologies	technology	NOUN
ajbmeb-2980	7	14	and	and	CCONJ
ajbmeb-2980	7	15	the	the	DET
ajbmeb-2980	7	16	complexity	complexity	NOUN
ajbmeb-2980	7	17	of	of	ADP
ajbmeb-2980	7	18	financial	financial	ADJ
ajbmeb-2980	7	19	markets	market	NOUN
ajbmeb-2980	7	20	,	,	PUNCT
ajbmeb-2980	7	21	banks	bank	NOUN
ajbmeb-2980	7	22	are	be	AUX
ajbmeb-2980	7	23	forced	force	VERB
ajbmeb-2980	7	24	to	to	PART
ajbmeb-2980	7	25	use	use	VERB
ajbmeb-2980	7	26	new	new	ADJ
ajbmeb-2980	7	27	approaches	approach	NOUN
ajbmeb-2980	7	28	and	and	CCONJ
ajbmeb-2980	7	29	methods	method	NOUN
ajbmeb-2980	7	30	to	to	PART
ajbmeb-2980	7	31	effectively	effectively	ADV
ajbmeb-2980	7	32	manage	manage	VERB
ajbmeb-2980	7	33	their	their	PRON
ajbmeb-2980	7	34	assets	asset	NOUN
ajbmeb-2980	7	35	.	.	PUNCT
ajbmeb-2980	8	1	bank	bank	NOUN
ajbmeb-2980	8	2	assets	asset	NOUN
ajbmeb-2980	8	3	are	be	AUX
ajbmeb-2980	8	4	the	the	DET
ajbmeb-2980	8	5	bank	bank	NOUN
ajbmeb-2980	8	6	's	's	PART
ajbmeb-2980	8	7	income	income	NOUN
ajbmeb-2980	8	8	-	-	PUNCT
ajbmeb-2980	8	9	generating	generate	VERB
ajbmeb-2980	8	10	resources	resource	NOUN
ajbmeb-2980	8	11	,	,	PUNCT
ajbmeb-2980	8	12	and	and	CCONJ
ajbmeb-2980	8	13	their	their	PRON
ajbmeb-2980	8	14	proper	proper	ADJ
ajbmeb-2980	8	15	management	management	NOUN
ajbmeb-2980	8	16	is	be	AUX
ajbmeb-2980	8	17	important	important	ADJ
ajbmeb-2980	8	18	not	not	PART
ajbmeb-2980	8	19	only	only	ADV
ajbmeb-2980	8	20	for	for	ADP
ajbmeb-2980	8	21	the	the	DET
ajbmeb-2980	8	22	stable	stable	ADJ
ajbmeb-2980	8	23	operation	operation	NOUN
ajbmeb-2980	8	24	of	of	ADP
ajbmeb-2980	8	25	the	the	DET
ajbmeb-2980	8	26	bank	bank	NOUN
ajbmeb-2980	8	27	,	,	PUNCT
ajbmeb-2980	8	28	but	but	CCONJ
ajbmeb-2980	8	29	also	also	ADV
ajbmeb-2980	8	30	for	for	ADP
ajbmeb-2980	8	31	the	the	DET
ajbmeb-2980	8	32	strength	strength	NOUN
ajbmeb-2980	8	33	of	of	ADP
ajbmeb-2980	8	34	the	the	DET
ajbmeb-2980	8	35	entire	entire	ADJ
ajbmeb-2980	8	36	financial	financial	ADJ
ajbmeb-2980	8	37	system	system	NOUN
ajbmeb-2980	8	38	.	.	PUNCT
ajbmeb-2980	9	1	in	in	ADP
ajbmeb-2980	9	2	modern	modern	ADJ
ajbmeb-2980	9	3	conditions	condition	NOUN
ajbmeb-2980	9	4	,	,	PUNCT
ajbmeb-2980	9	5	traditional	traditional	ADJ
ajbmeb-2980	9	6	asset	asset	NOUN
ajbmeb-2980	9	7	management	management	NOUN
ajbmeb-2980	9	8	methods	method	NOUN
ajbmeb-2980	9	9	are	be	AUX
ajbmeb-2980	9	10	losing	lose	VERB
ajbmeb-2980	9	11	their	their	PRON
ajbmeb-2980	9	12	effectiveness	effectiveness	NOUN
ajbmeb-2980	9	13	and	and	CCONJ
ajbmeb-2980	9	14	new	new	ADJ
ajbmeb-2980	9	15	,	,	PUNCT
ajbmeb-2980	9	16	innovative	innovative	ADJ
ajbmeb-2980	9	17	solutions	solution	NOUN
ajbmeb-2980	9	18	are	be	AUX
ajbmeb-2980	9	19	required	require	VERB
ajbmeb-2980	9	20	.	.	PUNCT
ajbmeb-2980	10	1	the	the	DET
ajbmeb-2980	10	2	banking	banking	NOUN
ajbmeb-2980	10	3	system	system	NOUN
ajbmeb-2980	10	4	of	of	ADP
ajbmeb-2980	10	5	uzbekistan	uzbekistan	PROPN
ajbmeb-2980	10	6	is	be	AUX
ajbmeb-2980	10	7	also	also	ADV
ajbmeb-2980	10	8	not	not	PART
ajbmeb-2980	10	9	left	leave	VERB
ajbmeb-2980	10	10	behind	behind	ADP
ajbmeb-2980	10	11	global	global	ADJ
ajbmeb-2980	10	12	trends	trend	NOUN
ajbmeb-2980	10	13	.	.	PUNCT
ajbmeb-2980	11	1	the	the	DET
ajbmeb-2980	11	2	economic	economic	ADJ
ajbmeb-2980	11	3	reforms	reform	NOUN
ajbmeb-2980	11	4	being	be	AUX
ajbmeb-2980	11	5	implemented	implement	VERB
ajbmeb-2980	11	6	in	in	ADP
ajbmeb-2980	11	7	our	our	PRON
ajbmeb-2980	11	8	country	country	NOUN
ajbmeb-2980	11	9	,	,	PUNCT
ajbmeb-2980	11	10	in	in	ADP
ajbmeb-2980	11	11	particular	particular	ADJ
ajbmeb-2980	11	12	,	,	PUNCT
ajbmeb-2980	11	13	fundamental	fundamental	ADJ
ajbmeb-2980	11	14	changes	change	NOUN
ajbmeb-2980	11	15	in	in	ADP
ajbmeb-2980	11	16	the	the	DET
ajbmeb-2980	11	17	banking	banking	NOUN
ajbmeb-2980	11	18	and	and	CCONJ
ajbmeb-2980	11	19	financial	financial	ADJ
ajbmeb-2980	11	20	sector	sector	NOUN
ajbmeb-2980	11	21	,	,	PUNCT
ajbmeb-2980	11	22	require	require	VERB
ajbmeb-2980	11	23	commercial	commercial	ADJ
ajbmeb-2980	11	24	banks	bank	NOUN
ajbmeb-2980	11	25	to	to	PART
ajbmeb-2980	11	26	introduce	introduce	VERB
ajbmeb-2980	11	27	an	an	DET
ajbmeb-2980	11	28	asset	asset	NOUN
ajbmeb-2980	11	29	management	management	NOUN
ajbmeb-2980	11	30	system	system	NOUN
ajbmeb-2980	11	31	that	that	PRON
ajbmeb-2980	11	32	meets	meet	VERB
ajbmeb-2980	11	33	international	international	ADJ
ajbmeb-2980	11	34	standards	standard	NOUN
ajbmeb-2980	11	35	.	.	PUNCT
ajbmeb-2980	12	1	in	in	ADP
ajbmeb-2980	12	2	the	the	DET
ajbmeb-2980	12	3	context	context	NOUN
ajbmeb-2980	12	4	of	of	ADP
ajbmeb-2980	12	5	the	the	DET
ajbmeb-2980	12	6	liberalization	liberalization	NOUN
ajbmeb-2980	12	7	of	of	ADP
ajbmeb-2980	12	8	the	the	DET
ajbmeb-2980	12	9	national	national	ADJ
ajbmeb-2980	12	10	exchange	exchange	NOUN
ajbmeb-2980	12	11	rate	rate	NOUN
ajbmeb-2980	12	12	,	,	PUNCT
ajbmeb-2980	12	13	changes	change	NOUN
ajbmeb-2980	12	14	in	in	ADP
ajbmeb-2980	12	15	the	the	DET
ajbmeb-2980	12	16	inflation	inflation	NOUN
ajbmeb-2980	12	17	rate	rate	NOUN
ajbmeb-2980	12	18	,	,	PUNCT
ajbmeb-2980	12	19	the	the	DET
ajbmeb-2980	12	20	emergence	emergence	NOUN
ajbmeb-2980	12	21	of	of	ADP
ajbmeb-2980	12	22	new	new	ADJ
ajbmeb-2980	12	23	financial	financial	ADJ
ajbmeb-2980	12	24	instruments	instrument	NOUN
ajbmeb-2980	12	25	and	and	CCONJ
ajbmeb-2980	12	26	an	an	DET
ajbmeb-2980	12	27	intensified	intensify	VERB
ajbmeb-2980	12	28	competitive	competitive	ADJ
ajbmeb-2980	12	29	environment	environment	NOUN
ajbmeb-2980	12	30	,	,	PUNCT
ajbmeb-2980	12	31	banks	bank	NOUN
ajbmeb-2980	12	32	are	be	AUX
ajbmeb-2980	12	33	forced	force	VERB
ajbmeb-2980	12	34	to	to	PART
ajbmeb-2980	12	35	look	look	VERB
ajbmeb-2980	12	36	for	for	ADP
ajbmeb-2980	12	37	ways	way	NOUN
ajbmeb-2980	12	38	to	to	PART
ajbmeb-2980	12	39	manage	manage	VERB
ajbmeb-2980	12	40	their	their	PRON
ajbmeb-2980	12	41	assets	asset	NOUN
ajbmeb-2980	12	42	more	more	ADV
ajbmeb-2980	12	43	effectively	effectively	ADV
ajbmeb-2980	12	44	.	.	PUNCT
ajbmeb-2980	13	1	new	new	ADJ
ajbmeb-2980	13	2	regulatory	regulatory	ADJ
ajbmeb-2980	13	3	requirements	requirement	NOUN
ajbmeb-2980	13	4	of	of	ADP
ajbmeb-2980	13	5	the	the	DET
ajbmeb-2980	13	6	central	central	ADJ
ajbmeb-2980	13	7	bank	bank	NOUN
ajbmeb-2980	13	8	of	of	ADP
ajbmeb-2980	13	9	the	the	DET
ajbmeb-2980	13	10	republic	republic	NOUN
ajbmeb-2980	13	11	of	of	ADP
ajbmeb-2980	13	12	uzbekistan	uzbekistan	PROPN
ajbmeb-2980	13	13	,	,	PUNCT
ajbmeb-2980	13	14	the	the	DET
ajbmeb-2980	13	15	gradual	gradual	ADJ
ajbmeb-2980	13	16	introduction	introduction	NOUN
ajbmeb-2980	13	17	of	of	ADP
ajbmeb-2980	13	18	basel	basel	PROPN
ajbmeb-2980	13	19	iii	iii	PROPN
ajbmeb-2980	13	20	standards	standard	NOUN
ajbmeb-2980	13	21	also	also	ADV
ajbmeb-2980	13	22	require	require	VERB
ajbmeb-2980	13	23	commercial	commercial	ADJ
ajbmeb-2980	13	24	banks	bank	NOUN
ajbmeb-2980	13	25	to	to	PART
ajbmeb-2980	13	26	use	use	VERB
ajbmeb-2980	13	27	modern	modern	ADJ
ajbmeb-2980	13	28	methods	method	NOUN
ajbmeb-2980	13	29	in	in	ADP
ajbmeb-2980	13	30	asset	asset	NOUN
ajbmeb-2980	13	31	management	management	NOUN
ajbmeb-2980	13	32	.	.	PUNCT
ajbmeb-2980	14	1	the	the	DET
ajbmeb-2980	14	2	process	process	NOUN
ajbmeb-2980	14	3	of	of	ADP
ajbmeb-2980	14	4	digital	digital	ADJ
ajbmeb-2980	14	5	transformation	transformation	NOUN
ajbmeb-2980	14	6	is	be	AUX
ajbmeb-2980	14	7	leading	lead	VERB
ajbmeb-2980	14	8	to	to	ADP
ajbmeb-2980	14	9	a	a	DET
ajbmeb-2980	14	10	paradigm	paradigm	NOUN
ajbmeb-2980	14	11	shift	shift	NOUN
ajbmeb-2980	14	12	in	in	ADP
ajbmeb-2980	14	13	bank	bank	NOUN
ajbmeb-2980	14	14	asset	asset	NOUN
ajbmeb-2980	14	15	management	management	NOUN
ajbmeb-2980	14	16	.	.	PUNCT
ajbmeb-2980	15	1	while	while	SCONJ
ajbmeb-2980	15	2	traditional	traditional	ADJ
ajbmeb-2980	15	3	methods	method	NOUN
ajbmeb-2980	15	4	relied	rely	VERB
ajbmeb-2980	15	5	mainly	mainly	ADV
ajbmeb-2980	15	6	on	on	ADP
ajbmeb-2980	15	7	historical	historical	ADJ
ajbmeb-2980	15	8	data	datum	NOUN
ajbmeb-2980	15	9	and	and	CCONJ
ajbmeb-2980	15	10	expert	expert	NOUN
ajbmeb-2980	15	11	assessments	assessment	NOUN
ajbmeb-2980	15	12	,	,	PUNCT
ajbmeb-2980	15	13	modern	modern	ADJ
ajbmeb-2980	15	14	approaches	approach	NOUN
ajbmeb-2980	15	15	are	be	AUX
ajbmeb-2980	15	16	american	american	ADJ
ajbmeb-2980	15	17	journal	journal	PROPN
ajbmeb-2980	15	18	of	of	ADP
ajbmeb-2980	15	19	business	business	NOUN
ajbmeb-2980	15	20	management	management	NOUN
ajbmeb-2980	15	21	,	,	PUNCT
ajbmeb-2980	15	22	economics	economic	NOUN
ajbmeb-2980	15	23	and	and	CCONJ
ajbmeb-2980	15	24	banking	banking	NOUN
ajbmeb-2980	15	25	volume	volume	NOUN
ajbmeb-2980	15	26	37	37	NUM
ajbmeb-2980	15	27	june2025	june2025	PROPN
ajbmeb-2980	15	28	p	p	NOUN
ajbmeb-2980	15	29	a	a	DET
ajbmeb-2980	15	30	g	g	NOUN
ajbmeb-2980	15	31	e	e	NOUN
ajbmeb-2980	15	32	|	|	ADV
ajbmeb-2980	15	33	13	13	NUM
ajbmeb-2980	15	34	www.americanjournal.org	www.americanjournal.org	NOUN
ajbmeb-2980	15	35	based	base	VERB
ajbmeb-2980	15	36	on	on	ADP
ajbmeb-2980	15	37	real	real	ADJ
ajbmeb-2980	15	38	-	-	PUNCT
ajbmeb-2980	15	39	time	time	NOUN
ajbmeb-2980	15	40	data	datum	NOUN
ajbmeb-2980	15	41	analysis	analysis	NOUN
ajbmeb-2980	15	42	,	,	PUNCT
ajbmeb-2980	15	43	forecasting	forecasting	NOUN
ajbmeb-2980	15	44	models	model	NOUN
ajbmeb-2980	15	45	and	and	CCONJ
ajbmeb-2980	15	46	automated	automate	VERB
ajbmeb-2980	15	47	decision	decision	NOUN
ajbmeb-2980	15	48	-	-	PUNCT
ajbmeb-2980	15	49	making	make	VERB
ajbmeb-2980	15	50	systems	system	NOUN
ajbmeb-2980	15	51	.	.	PUNCT
ajbmeb-2980	16	1	machine	machine	NOUN
ajbmeb-2980	16	2	learning	learn	VERB
ajbmeb-2980	16	3	algorithms	algorithm	NOUN
ajbmeb-2980	16	4	are	be	AUX
ajbmeb-2980	16	5	being	be	AUX
ajbmeb-2980	16	6	used	use	VERB
ajbmeb-2980	16	7	to	to	PART
ajbmeb-2980	16	8	assess	assess	VERB
ajbmeb-2980	16	9	credit	credit	NOUN
ajbmeb-2980	16	10	risk	risk	NOUN
ajbmeb-2980	16	11	,	,	PUNCT
ajbmeb-2980	16	12	optimize	optimize	VERB
ajbmeb-2980	16	13	portfolios	portfolio	NOUN
ajbmeb-2980	16	14	and	and	CCONJ
ajbmeb-2980	16	15	predict	predict	VERB
ajbmeb-2980	16	16	market	market	NOUN
ajbmeb-2980	16	17	trends	trend	NOUN
ajbmeb-2980	16	18	.	.	PUNCT
ajbmeb-2980	17	1	cloud	cloud	NOUN
ajbmeb-2980	17	2	technologies	technology	NOUN
ajbmeb-2980	17	3	are	be	AUX
ajbmeb-2980	17	4	expanding	expand	VERB
ajbmeb-2980	17	5	the	the	DET
ajbmeb-2980	17	6	capabilities	capability	NOUN
ajbmeb-2980	17	7	of	of	ADP
ajbmeb-2980	17	8	data	datum	NOUN
ajbmeb-2980	17	9	storage	storage	NOUN
ajbmeb-2980	17	10	and	and	CCONJ
ajbmeb-2980	17	11	processing	processing	NOUN
ajbmeb-2980	17	12	.	.	PUNCT
ajbmeb-2980	18	1	these	these	DET
ajbmeb-2980	18	2	changes	change	NOUN
ajbmeb-2980	18	3	not	not	PART
ajbmeb-2980	18	4	only	only	ADV
ajbmeb-2980	18	5	increase	increase	VERB
ajbmeb-2980	18	6	operational	operational	ADJ
ajbmeb-2980	18	7	efficiency	efficiency	NOUN
ajbmeb-2980	18	8	,	,	PUNCT
ajbmeb-2980	18	9	but	but	CCONJ
ajbmeb-2980	18	10	also	also	ADV
ajbmeb-2980	18	11	allow	allow	VERB
ajbmeb-2980	18	12	the	the	DET
ajbmeb-2980	18	13	creation	creation	NOUN
ajbmeb-2980	18	14	of	of	ADP
ajbmeb-2980	18	15	new	new	ADJ
ajbmeb-2980	18	16	business	business	NOUN
ajbmeb-2980	18	17	models	model	NOUN
ajbmeb-2980	18	18	.	.	PUNCT
ajbmeb-2980	19	1	the	the	DET
ajbmeb-2980	19	2	evolution	evolution	NOUN
ajbmeb-2980	19	3	of	of	ADP
ajbmeb-2980	19	4	risk	risk	NOUN
ajbmeb-2980	19	5	management	management	NOUN
ajbmeb-2980	19	6	is	be	AUX
ajbmeb-2980	19	7	central	central	ADJ
ajbmeb-2980	19	8	to	to	ADP
ajbmeb-2980	19	9	the	the	DET
ajbmeb-2980	19	10	development	development	NOUN
ajbmeb-2980	19	11	of	of	ADP
ajbmeb-2980	19	12	modern	modern	ADJ
ajbmeb-2980	19	13	methods	method	NOUN
ajbmeb-2980	19	14	of	of	ADP
ajbmeb-2980	19	15	managing	manage	VERB
ajbmeb-2980	19	16	bank	bank	NOUN
ajbmeb-2980	19	17	assets	asset	NOUN
ajbmeb-2980	19	18	.	.	PUNCT
ajbmeb-2980	20	1	in	in	ADP
ajbmeb-2980	20	2	addition	addition	NOUN
ajbmeb-2980	20	3	to	to	ADP
ajbmeb-2980	20	4	traditional	traditional	ADJ
ajbmeb-2980	20	5	credit	credit	NOUN
ajbmeb-2980	20	6	,	,	PUNCT
ajbmeb-2980	20	7	market	market	NOUN
ajbmeb-2980	20	8	and	and	CCONJ
ajbmeb-2980	20	9	operational	operational	ADJ
ajbmeb-2980	20	10	risks	risk	NOUN
ajbmeb-2980	20	11	,	,	PUNCT
ajbmeb-2980	20	12	modern	modern	ADJ
ajbmeb-2980	20	13	banks	bank	NOUN
ajbmeb-2980	20	14	are	be	AUX
ajbmeb-2980	20	15	faced	face	VERB
ajbmeb-2980	20	16	with	with	ADP
ajbmeb-2980	20	17	new	new	ADJ
ajbmeb-2980	20	18	threats	threat	NOUN
ajbmeb-2980	20	19	such	such	ADJ
ajbmeb-2980	20	20	as	as	ADP
ajbmeb-2980	20	21	cybersecurity	cybersecurity	NOUN
ajbmeb-2980	20	22	risks	risk	NOUN
ajbmeb-2980	20	23	,	,	PUNCT
ajbmeb-2980	20	24	risks	risk	NOUN
ajbmeb-2980	20	25	associated	associate	VERB
ajbmeb-2980	20	26	with	with	ADP
ajbmeb-2980	20	27	climate	climate	NOUN
ajbmeb-2980	20	28	change	change	NOUN
ajbmeb-2980	20	29	,	,	PUNCT
ajbmeb-2980	20	30	reputational	reputational	ADJ
ajbmeb-2980	20	31	risks	risk	NOUN
ajbmeb-2980	20	32	.	.	PUNCT
ajbmeb-2980	21	1	advanced	advanced	ADJ
ajbmeb-2980	21	2	risk	risk	NOUN
ajbmeb-2980	21	3	assessment	assessment	NOUN
ajbmeb-2980	21	4	methods	method	NOUN
ajbmeb-2980	21	5	such	such	ADJ
ajbmeb-2980	21	6	as	as	ADP
ajbmeb-2980	21	7	stress	stress	NOUN
ajbmeb-2980	21	8	tests	test	NOUN
ajbmeb-2980	21	9	,	,	PUNCT
ajbmeb-2980	21	10	scenario	scenario	NOUN
ajbmeb-2980	21	11	analysis	analysis	NOUN
ajbmeb-2980	21	12	,	,	PUNCT
ajbmeb-2980	21	13	monte	monte	PROPN
ajbmeb-2980	21	14	carlo	carlo	PROPN
ajbmeb-2980	21	15	simulations	simulation	NOUN
ajbmeb-2980	21	16	are	be	AUX
ajbmeb-2980	21	17	widely	widely	ADV
ajbmeb-2980	21	18	used	use	VERB
ajbmeb-2980	21	19	.	.	PUNCT
ajbmeb-2980	22	1	integrated	integrate	VERB
ajbmeb-2980	22	2	risk	risk	NOUN
ajbmeb-2980	22	3	management	management	NOUN
ajbmeb-2980	22	4	systems	system	NOUN
ajbmeb-2980	22	5	allow	allow	VERB
ajbmeb-2980	22	6	for	for	ADP
ajbmeb-2980	22	7	a	a	DET
ajbmeb-2980	22	8	comprehensive	comprehensive	ADJ
ajbmeb-2980	22	9	assessment	assessment	NOUN
ajbmeb-2980	22	10	and	and	CCONJ
ajbmeb-2980	22	11	management	management	NOUN
ajbmeb-2980	22	12	of	of	ADP
ajbmeb-2980	22	13	all	all	DET
ajbmeb-2980	22	14	types	type	NOUN
ajbmeb-2980	22	15	of	of	ADP
ajbmeb-2980	22	16	risks	risk	NOUN
ajbmeb-2980	22	17	.	.	PUNCT
ajbmeb-2980	23	1	these	these	DET
ajbmeb-2980	23	2	approaches	approach	NOUN
ajbmeb-2980	23	3	allow	allow	VERB
ajbmeb-2980	23	4	banks	bank	NOUN
ajbmeb-2980	23	5	to	to	PART
ajbmeb-2980	23	6	increase	increase	VERB
ajbmeb-2980	23	7	their	their	PRON
ajbmeb-2980	23	8	preparedness	preparedness	NOUN
ajbmeb-2980	23	9	for	for	ADP
ajbmeb-2980	23	10	unexpected	unexpected	ADJ
ajbmeb-2980	23	11	situations	situation	NOUN
ajbmeb-2980	23	12	and	and	CCONJ
ajbmeb-2980	23	13	improve	improve	VERB
ajbmeb-2980	23	14	the	the	DET
ajbmeb-2980	23	15	quality	quality	NOUN
ajbmeb-2980	23	16	of	of	ADP
ajbmeb-2980	23	17	assets	asset	NOUN
ajbmeb-2980	23	18	.	.	PUNCT
ajbmeb-2980	24	1	the	the	DET
ajbmeb-2980	24	2	changing	change	VERB
ajbmeb-2980	24	3	regulatory	regulatory	ADJ
ajbmeb-2980	24	4	environment	environment	NOUN
ajbmeb-2980	24	5	requires	require	VERB
ajbmeb-2980	24	6	new	new	ADJ
ajbmeb-2980	24	7	approaches	approach	NOUN
ajbmeb-2980	24	8	to	to	ADP
ajbmeb-2980	24	9	managing	manage	VERB
ajbmeb-2980	24	10	bank	bank	NOUN
ajbmeb-2980	24	11	assets	asset	NOUN
ajbmeb-2980	24	12	.	.	PUNCT
ajbmeb-2980	25	1	the	the	DET
ajbmeb-2980	25	2	increased	increase	VERB
ajbmeb-2980	25	3	requirements	requirement	NOUN
ajbmeb-2980	25	4	for	for	ADP
ajbmeb-2980	25	5	capital	capital	NOUN
ajbmeb-2980	25	6	adequacy	adequacy	NOUN
ajbmeb-2980	25	7	,	,	PUNCT
ajbmeb-2980	25	8	liquidity	liquidity	NOUN
ajbmeb-2980	25	9	and	and	CCONJ
ajbmeb-2980	25	10	leverage	leverage	NOUN
ajbmeb-2980	25	11	under	under	ADP
ajbmeb-2980	25	12	the	the	DET
ajbmeb-2980	25	13	basel	basel	PROPN
ajbmeb-2980	25	14	iii	iii	PROPN
ajbmeb-2980	25	15	agreement	agreement	NOUN
ajbmeb-2980	25	16	are	be	AUX
ajbmeb-2980	25	17	fundamentally	fundamentally	ADV
ajbmeb-2980	25	18	changing	change	VERB
ajbmeb-2980	25	19	the	the	DET
ajbmeb-2980	25	20	activities	activity	NOUN
ajbmeb-2980	25	21	of	of	ADP
ajbmeb-2980	25	22	banks	bank	NOUN
ajbmeb-2980	25	23	.	.	PUNCT
ajbmeb-2980	26	1	macroprudential	macroprudential	ADJ
ajbmeb-2980	26	2	policy	policy	NOUN
ajbmeb-2980	26	3	tools	tool	NOUN
ajbmeb-2980	26	4	,	,	PUNCT
ajbmeb-2980	26	5	such	such	ADJ
ajbmeb-2980	26	6	as	as	ADP
ajbmeb-2980	26	7	countercyclical	countercyclical	ADJ
ajbmeb-2980	26	8	capital	capital	NOUN
ajbmeb-2980	26	9	buffers	buffer	NOUN
ajbmeb-2980	26	10	and	and	CCONJ
ajbmeb-2980	26	11	additional	additional	ADJ
ajbmeb-2980	26	12	requirements	requirement	NOUN
ajbmeb-2980	26	13	for	for	ADP
ajbmeb-2980	26	14	systemically	systemically	ADV
ajbmeb-2980	26	15	important	important	ADJ
ajbmeb-2980	26	16	banks	bank	NOUN
ajbmeb-2980	26	17	,	,	PUNCT
ajbmeb-2980	26	18	require	require	VERB
ajbmeb-2980	26	19	a	a	DET
ajbmeb-2980	26	20	strategic	strategic	ADJ
ajbmeb-2980	26	21	approach	approach	NOUN
ajbmeb-2980	26	22	to	to	ADP
ajbmeb-2980	26	23	asset	asset	NOUN
ajbmeb-2980	26	24	management	management	NOUN
ajbmeb-2980	26	25	.	.	PUNCT
ajbmeb-2980	27	1	esg	esg	NOUN
ajbmeb-2980	27	2	(	(	PUNCT
ajbmeb-2980	27	3	environmental	environmental	ADJ
ajbmeb-2980	27	4	,	,	PUNCT
ajbmeb-2980	27	5	social	social	ADJ
ajbmeb-2980	27	6	,	,	PUNCT
ajbmeb-2980	27	7	governance	governance	NOUN
ajbmeb-2980	27	8	)	)	PUNCT
ajbmeb-2980	27	9	criteria	criterion	NOUN
ajbmeb-2980	27	10	are	be	AUX
ajbmeb-2980	27	11	also	also	ADV
ajbmeb-2980	27	12	becoming	become	VERB
ajbmeb-2980	27	13	an	an	DET
ajbmeb-2980	27	14	important	important	ADJ
ajbmeb-2980	27	15	factor	factor	NOUN
ajbmeb-2980	27	16	in	in	ADP
ajbmeb-2980	27	17	asset	asset	NOUN
ajbmeb-2980	27	18	valuation	valuation	NOUN
ajbmeb-2980	27	19	and	and	CCONJ
ajbmeb-2980	27	20	management	management	NOUN
ajbmeb-2980	27	21	.	.	PUNCT
ajbmeb-2980	28	1	asset	asset	NOUN
ajbmeb-2980	28	2	quality	quality	NOUN
ajbmeb-2980	28	3	reviews	review	NOUN
ajbmeb-2980	28	4	(	(	PUNCT
ajbmeb-2980	28	5	aqr	aqr	ADJ
ajbmeb-2980	28	6	)	)	PUNCT
ajbmeb-2980	28	7	and	and	CCONJ
ajbmeb-2980	28	8	stress	stress	NOUN
ajbmeb-2980	28	9	tests	test	NOUN
ajbmeb-2980	28	10	conducted	conduct	VERB
ajbmeb-2980	28	11	by	by	ADP
ajbmeb-2980	28	12	central	central	ADJ
ajbmeb-2980	28	13	banks	bank	NOUN
ajbmeb-2980	28	14	require	require	VERB
ajbmeb-2980	28	15	banks	bank	NOUN
ajbmeb-2980	28	16	to	to	PART
ajbmeb-2980	28	17	constantly	constantly	ADV
ajbmeb-2980	28	18	monitor	monitor	VERB
ajbmeb-2980	28	19	and	and	CCONJ
ajbmeb-2980	28	20	optimize	optimize	VERB
ajbmeb-2980	28	21	their	their	PRON
ajbmeb-2980	28	22	asset	asset	NOUN
ajbmeb-2980	28	23	portfolios	portfolio	NOUN
ajbmeb-2980	28	24	.	.	PUNCT
ajbmeb-2980	29	1	the	the	DET
ajbmeb-2980	29	2	emergence	emergence	NOUN
ajbmeb-2980	29	3	of	of	ADP
ajbmeb-2980	29	4	financial	financial	ADJ
ajbmeb-2980	29	5	technologies	technology	NOUN
ajbmeb-2980	29	6	(	(	PUNCT
ajbmeb-2980	29	7	fintech	fintech	NOUN
ajbmeb-2980	29	8	)	)	PUNCT
ajbmeb-2980	29	9	and	and	CCONJ
ajbmeb-2980	29	10	non	non	ADJ
ajbmeb-2980	29	11	-	-	ADJ
ajbmeb-2980	29	12	traditional	traditional	ADJ
ajbmeb-2980	29	13	competitors	competitor	NOUN
ajbmeb-2980	29	14	is	be	AUX
ajbmeb-2980	29	15	putting	put	VERB
ajbmeb-2980	29	16	serious	serious	ADJ
ajbmeb-2980	29	17	pressure	pressure	NOUN
ajbmeb-2980	29	18	on	on	ADP
ajbmeb-2980	29	19	the	the	DET
ajbmeb-2980	29	20	traditional	traditional	ADJ
ajbmeb-2980	29	21	banking	banking	NOUN
ajbmeb-2980	29	22	model	model	NOUN
ajbmeb-2980	29	23	.	.	PUNCT
ajbmeb-2980	30	1	the	the	DET
ajbmeb-2980	30	2	entry	entry	NOUN
ajbmeb-2980	30	3	of	of	ADP
ajbmeb-2980	30	4	peer	peer	NOUN
ajbmeb-2980	30	5	-	-	PUNCT
ajbmeb-2980	30	6	to	to	ADP
ajbmeb-2980	30	7	-	-	PUNCT
ajbmeb-2980	30	8	peer	peer	NOUN
ajbmeb-2980	30	9	lending	lending	NOUN
ajbmeb-2980	30	10	platforms	platform	NOUN
ajbmeb-2980	30	11	,	,	PUNCT
ajbmeb-2980	30	12	digital	digital	ADJ
ajbmeb-2980	30	13	currencies	currency	NOUN
ajbmeb-2980	30	14	,	,	PUNCT
ajbmeb-2980	30	15	neo	neo	NOUN
ajbmeb-2980	30	16	-	-	NOUN
ajbmeb-2980	30	17	banks	bank	NOUN
ajbmeb-2980	30	18	and	and	CCONJ
ajbmeb-2980	30	19	bigtech	bigtech	NOUN
ajbmeb-2980	30	20	companies	company	NOUN
ajbmeb-2980	30	21	into	into	ADP
ajbmeb-2980	30	22	the	the	DET
ajbmeb-2980	30	23	financial	financial	ADJ
ajbmeb-2980	30	24	services	service	NOUN
ajbmeb-2980	30	25	market	market	NOUN
ajbmeb-2980	30	26	is	be	AUX
ajbmeb-2980	30	27	forcing	force	VERB
ajbmeb-2980	30	28	commercial	commercial	ADJ
ajbmeb-2980	30	29	banks	bank	NOUN
ajbmeb-2980	30	30	to	to	PART
ajbmeb-2980	30	31	reconsider	reconsider	VERB
ajbmeb-2980	30	32	their	their	PRON
ajbmeb-2980	30	33	business	business	NOUN
ajbmeb-2980	30	34	models	model	NOUN
ajbmeb-2980	30	35	.	.	PUNCT
ajbmeb-2980	31	1	in	in	ADP
ajbmeb-2980	31	2	this	this	DET
ajbmeb-2980	31	3	context	context	NOUN
ajbmeb-2980	31	4	,	,	PUNCT
ajbmeb-2980	31	5	improving	improve	VERB
ajbmeb-2980	31	6	the	the	DET
ajbmeb-2980	31	7	efficiency	efficiency	NOUN
ajbmeb-2980	31	8	of	of	ADP
ajbmeb-2980	31	9	asset	asset	NOUN
ajbmeb-2980	31	10	management	management	NOUN
ajbmeb-2980	31	11	is	be	AUX
ajbmeb-2980	31	12	an	an	DET
ajbmeb-2980	31	13	important	important	ADJ
ajbmeb-2980	31	14	factor	factor	NOUN
ajbmeb-2980	31	15	in	in	ADP
ajbmeb-2980	31	16	maintaining	maintain	VERB
ajbmeb-2980	31	17	competitiveness	competitiveness	NOUN
ajbmeb-2980	31	18	.	.	PUNCT
ajbmeb-2980	32	1	the	the	DET
ajbmeb-2980	32	2	concept	concept	NOUN
ajbmeb-2980	32	3	of	of	ADP
ajbmeb-2980	32	4	open	open	ADJ
ajbmeb-2980	32	5	banking	banking	NOUN
ajbmeb-2980	32	6	,	,	PUNCT
ajbmeb-2980	32	7	the	the	DET
ajbmeb-2980	32	8	api	api	NOUN
ajbmeb-2980	32	9	economy	economy	NOUN
ajbmeb-2980	32	10	and	and	CCONJ
ajbmeb-2980	32	11	the	the	DET
ajbmeb-2980	32	12	ecosystem	ecosystem	NOUN
ajbmeb-2980	32	13	approach	approach	NOUN
ajbmeb-2980	32	14	are	be	AUX
ajbmeb-2980	32	15	creating	create	VERB
ajbmeb-2980	32	16	new	new	ADJ
ajbmeb-2980	32	17	opportunities	opportunity	NOUN
ajbmeb-2980	32	18	in	in	ADP
ajbmeb-2980	32	19	bank	bank	NOUN
ajbmeb-2980	32	20	asset	asset	NOUN
ajbmeb-2980	32	21	management	management	NOUN
ajbmeb-2980	32	22	.	.	PUNCT
ajbmeb-2980	33	1	partnership	partnership	NOUN
ajbmeb-2980	33	2	models	model	NOUN
ajbmeb-2980	33	3	and	and	CCONJ
ajbmeb-2980	33	4	platform	platform	NOUN
ajbmeb-2980	33	5	strategies	strategy	NOUN
ajbmeb-2980	33	6	are	be	AUX
ajbmeb-2980	33	7	expanding	expand	VERB
ajbmeb-2980	33	8	the	the	DET
ajbmeb-2980	33	9	concept	concept	NOUN
ajbmeb-2980	33	10	of	of	ADP
ajbmeb-2980	33	11	traditional	traditional	ADJ
ajbmeb-2980	33	12	assets	asset	NOUN
ajbmeb-2980	33	13	.	.	PUNCT
ajbmeb-2980	34	1	liquidity	liquidity	NOUN
ajbmeb-2980	34	2	management	management	NOUN
ajbmeb-2980	34	3	is	be	AUX
ajbmeb-2980	34	4	becoming	become	VERB
ajbmeb-2980	34	5	an	an	DET
ajbmeb-2980	34	6	increasingly	increasingly	ADV
ajbmeb-2980	34	7	complex	complex	ADJ
ajbmeb-2980	34	8	task	task	NOUN
ajbmeb-2980	34	9	in	in	ADP
ajbmeb-2980	34	10	modern	modern	ADJ
ajbmeb-2980	34	11	conditions	condition	NOUN
ajbmeb-2980	34	12	.	.	PUNCT
ajbmeb-2980	35	1	real	real	ADJ
ajbmeb-2980	35	2	-	-	PUNCT
ajbmeb-2980	35	3	time	time	NOUN
ajbmeb-2980	35	4	payment	payment	NOUN
ajbmeb-2980	35	5	systems	system	NOUN
ajbmeb-2980	35	6	,	,	PUNCT
ajbmeb-2980	35	7	instant	instant	ADJ
ajbmeb-2980	35	8	money	money	NOUN
ajbmeb-2980	35	9	transfers	transfer	NOUN
ajbmeb-2980	35	10	,	,	PUNCT
ajbmeb-2980	35	11	and	and	CCONJ
ajbmeb-2980	35	12	the	the	DET
ajbmeb-2980	35	13	growth	growth	NOUN
ajbmeb-2980	35	14	of	of	ADP
ajbmeb-2980	35	15	transactions	transaction	NOUN
ajbmeb-2980	35	16	in	in	ADP
ajbmeb-2980	35	17	digital	digital	ADJ
ajbmeb-2980	35	18	channels	channel	NOUN
ajbmeb-2980	35	19	lead	lead	VERB
ajbmeb-2980	35	20	to	to	ADP
ajbmeb-2980	35	21	rapid	rapid	ADJ
ajbmeb-2980	35	22	changes	change	NOUN
ajbmeb-2980	35	23	in	in	ADP
ajbmeb-2980	35	24	liquidity	liquidity	NOUN
ajbmeb-2980	35	25	positions	position	NOUN
ajbmeb-2980	35	26	.	.	PUNCT
ajbmeb-2980	36	1	intraday	intraday	NOUN
ajbmeb-2980	36	2	liquidity	liquidity	NOUN
ajbmeb-2980	36	3	management	management	NOUN
ajbmeb-2980	36	4	,	,	PUNCT
ajbmeb-2980	36	5	dynamic	dynamic	ADJ
ajbmeb-2980	36	6	hedging	hedging	NOUN
ajbmeb-2980	36	7	strategies	strategy	NOUN
ajbmeb-2980	36	8	,	,	PUNCT
ajbmeb-2980	36	9	and	and	CCONJ
ajbmeb-2980	36	10	optimization	optimization	NOUN
ajbmeb-2980	36	11	of	of	ADP
ajbmeb-2980	36	12	liquidity	liquidity	NOUN
ajbmeb-2980	36	13	buffers	buffer	NOUN
ajbmeb-2980	36	14	have	have	AUX
ajbmeb-2980	36	15	become	become	VERB
ajbmeb-2980	36	16	an	an	DET
ajbmeb-2980	36	17	integral	integral	ADJ
ajbmeb-2980	36	18	part	part	NOUN
ajbmeb-2980	36	19	of	of	ADP
ajbmeb-2980	36	20	modern	modern	ADJ
ajbmeb-2980	36	21	alm	alm	NOUN
ajbmeb-2980	36	22	(	(	PUNCT
ajbmeb-2980	36	23	asset	asset	NOUN
ajbmeb-2980	36	24	-	-	PUNCT
ajbmeb-2980	36	25	liability	liability	NOUN
ajbmeb-2980	36	26	management	management	NOUN
ajbmeb-2980	36	27	)	)	PUNCT
ajbmeb-2980	36	28	systems	system	NOUN
ajbmeb-2980	36	29	.	.	PUNCT
ajbmeb-2980	37	1	artificial	artificial	ADJ
ajbmeb-2980	37	2	intelligence	intelligence	NOUN
ajbmeb-2980	37	3	and	and	CCONJ
ajbmeb-2980	37	4	forecasting	forecasting	NOUN
ajbmeb-2980	37	5	models	model	NOUN
ajbmeb-2980	37	6	are	be	AUX
ajbmeb-2980	37	7	being	be	AUX
ajbmeb-2980	37	8	used	use	VERB
ajbmeb-2980	37	9	to	to	PART
ajbmeb-2980	37	10	predict	predict	VERB
ajbmeb-2980	37	11	liquidity	liquidity	NOUN
ajbmeb-2980	37	12	flows	flow	NOUN
ajbmeb-2980	37	13	and	and	CCONJ
ajbmeb-2980	37	14	maintain	maintain	VERB
ajbmeb-2980	37	15	optimal	optimal	ADJ
ajbmeb-2980	37	16	liquidity	liquidity	NOUN
ajbmeb-2980	37	17	levels	level	NOUN
ajbmeb-2980	37	18	.	.	PUNCT
ajbmeb-2980	38	1	lcr	lcr	NOUN
ajbmeb-2980	38	2	(	(	PUNCT
ajbmeb-2980	38	3	liquidity	liquidity	NOUN
ajbmeb-2980	38	4	coverage	coverage	NOUN
ajbmeb-2980	38	5	ratio	ratio	NOUN
ajbmeb-2980	38	6	)	)	PUNCT
ajbmeb-2980	38	7	and	and	CCONJ
ajbmeb-2980	38	8	nsfr	nsfr	ADJ
ajbmeb-2980	38	9	(	(	PUNCT
ajbmeb-2980	38	10	net	net	ADJ
ajbmeb-2980	38	11	stable	stable	ADJ
ajbmeb-2980	38	12	funding	funding	NOUN
ajbmeb-2980	38	13	ratio	ratio	NOUN
ajbmeb-2980	38	14	)	)	PUNCT
ajbmeb-2980	38	15	are	be	AUX
ajbmeb-2980	38	16	indicators	indicator	NOUN
ajbmeb-2980	38	17	literature	literature	NOUN
ajbmeb-2980	38	18	analysis	analysis	NOUN
ajbmeb-2980	38	19	in	in	ADP
ajbmeb-2980	38	20	the	the	DET
ajbmeb-2980	38	21	process	process	NOUN
ajbmeb-2980	38	22	of	of	ADP
ajbmeb-2980	38	23	analyzing	analyze	VERB
ajbmeb-2980	38	24	the	the	DET
ajbmeb-2980	38	25	literature	literature	NOUN
ajbmeb-2980	38	26	on	on	ADP
ajbmeb-2980	38	27	the	the	DET
ajbmeb-2980	38	28	topic	topic	NOUN
ajbmeb-2980	38	29	,	,	PUNCT
ajbmeb-2980	38	30	scientific	scientific	ADJ
ajbmeb-2980	38	31	research	research	NOUN
ajbmeb-2980	38	32	was	be	AUX
ajbmeb-2980	38	33	conducted	conduct	VERB
ajbmeb-2980	38	34	by	by	ADP
ajbmeb-2980	38	35	several	several	ADJ
ajbmeb-2980	38	36	leading	lead	VERB
ajbmeb-2980	38	37	economists	economist	NOUN
ajbmeb-2980	38	38	and	and	CCONJ
ajbmeb-2980	38	39	experts	expert	NOUN
ajbmeb-2980	38	40	from	from	ADP
ajbmeb-2980	38	41	around	around	ADP
ajbmeb-2980	38	42	the	the	DET
ajbmeb-2980	38	43	world	world	NOUN
ajbmeb-2980	38	44	on	on	ADP
ajbmeb-2980	38	45	modern	modern	ADJ
ajbmeb-2980	38	46	methods	method	NOUN
ajbmeb-2980	38	47	of	of	ADP
ajbmeb-2980	38	48	managing	manage	VERB
ajbmeb-2980	38	49	assets	asset	NOUN
ajbmeb-2980	38	50	of	of	ADP
ajbmeb-2980	38	51	commercial	commercial	ADJ
ajbmeb-2980	38	52	banks	bank	NOUN
ajbmeb-2980	38	53	.	.	PUNCT
ajbmeb-2980	39	1	in	in	ADP
ajbmeb-2980	39	2	particular	particular	ADJ
ajbmeb-2980	39	3	,	,	PUNCT
ajbmeb-2980	39	4	bektemirov	bektemirov	PROPN
ajbmeb-2980	39	5	a.	a.	PROPN
ajbmeb-2980	39	6	,	,	PUNCT
ajbmeb-2980	39	7	omonov	omonov	PROPN
ajbmeb-2980	39	8	a.a	a.a	PROPN
ajbmeb-2980	39	9	.	.	PROPN
ajbmeb-2980	39	10	,	,	PUNCT
ajbmeb-2980	39	11	khaydarov	khaydarov	PROPN
ajbmeb-2980	39	12	z.sh	z.sh	PROPN
ajbmeb-2980	39	13	.	.	PROPN
ajbmeb-2980	39	14	,	,	PUNCT
ajbmeb-2980	39	15	niyozov	niyozov	VERB
ajbmeb-2980	39	16	z.d	z.d	PROPN
ajbmeb-2980	39	17	.	.	PROPN
ajbmeb-2980	40	1	in	in	ADP
ajbmeb-2980	40	2	their	their	PRON
ajbmeb-2980	40	3	studies	study	NOUN
ajbmeb-2980	40	4	“	"	PUNCT
ajbmeb-2980	40	5	covered	cover	VERB
ajbmeb-2980	40	6	the	the	DET
ajbmeb-2980	40	7	theoretical	theoretical	ADJ
ajbmeb-2980	40	8	,	,	PUNCT
ajbmeb-2980	40	9	methodological	methodological	ADJ
ajbmeb-2980	40	10	and	and	CCONJ
ajbmeb-2980	40	11	legal	legal	ADJ
ajbmeb-2980	40	12	and	and	CCONJ
ajbmeb-2980	40	13	regulatory	regulatory	ADJ
ajbmeb-2980	40	14	foundations	foundation	NOUN
ajbmeb-2980	40	15	of	of	ADP
ajbmeb-2980	40	16	asset	asset	NOUN
ajbmeb-2980	40	17	and	and	CCONJ
ajbmeb-2980	40	18	liability	liability	NOUN
ajbmeb-2980	40	19	management	management	NOUN
ajbmeb-2980	40	20	in	in	ADP
ajbmeb-2980	40	21	commercial	commercial	ADJ
ajbmeb-2980	40	22	banks	bank	NOUN
ajbmeb-2980	40	23	.	.	PUNCT
ajbmeb-2980	41	1	modern	modern	ADJ
ajbmeb-2980	41	2	management	management	NOUN
ajbmeb-2980	41	3	methods	method	NOUN
ajbmeb-2980	41	4	,	,	PUNCT
ajbmeb-2980	41	5	strategic	strategic	ADJ
ajbmeb-2980	41	6	directions	direction	NOUN
ajbmeb-2980	41	7	and	and	CCONJ
ajbmeb-2980	41	8	methods	method	NOUN
ajbmeb-2980	41	9	of	of	ADP
ajbmeb-2980	41	10	their	their	PRON
ajbmeb-2980	41	11	implementation	implementation	NOUN
ajbmeb-2980	41	12	in	in	ADP
ajbmeb-2980	41	13	practice”1	practice”1	NOUN
ajbmeb-2980	41	14	were	be	AUX
ajbmeb-2980	41	15	described	describe	VERB
ajbmeb-2980	41	16	in	in	ADP
ajbmeb-2980	41	17	detail	detail	NOUN
ajbmeb-2980	41	18	.	.	PUNCT
ajbmeb-2980	42	1	1	1	NUM
ajbmeb-2980	42	2	bektemirov	bektemirov	ADJ
ajbmeb-2980	42	3	a.	a.	NOUN
ajbmeb-2980	42	4	,	,	PUNCT
ajbmeb-2980	42	5	omonov	omonov	PROPN
ajbmeb-2980	42	6	a.a	a.a	PROPN
ajbmeb-2980	42	7	.	.	PROPN
ajbmeb-2980	42	8	,	,	PUNCT
ajbmeb-2980	42	9	khaydarov	khaydarov	PROPN
ajbmeb-2980	42	10	z.sh	z.sh	PROPN
ajbmeb-2980	42	11	.	.	PROPN
ajbmeb-2980	42	12	,	,	PUNCT
ajbmeb-2980	42	13	niyozov	niyozov	PROPN
ajbmeb-2980	42	14	z.d	z.d	PROPN
ajbmeb-2980	42	15	.	.	PROPN
ajbmeb-2980	42	16	textbook	textbook	NOUN
ajbmeb-2980	42	17	on	on	ADP
ajbmeb-2980	42	18	the	the	DET
ajbmeb-2980	42	19	subject	subject	NOUN
ajbmeb-2980	42	20	of	of	ADP
ajbmeb-2980	42	21	“	"	PUNCT
ajbmeb-2980	42	22	management	management	NOUN
ajbmeb-2980	42	23	of	of	ADP
ajbmeb-2980	42	24	assets	asset	NOUN
ajbmeb-2980	42	25	and	and	CCONJ
ajbmeb-2980	42	26	liabilities	liability	NOUN
ajbmeb-2980	42	27	of	of	ADP
ajbmeb-2980	42	28	commercial	commercial	ADJ
ajbmeb-2980	42	29	banks	bank	NOUN
ajbmeb-2980	42	30	”	"	PUNCT
ajbmeb-2980	42	31	.	.	PUNCT
ajbmeb-2980	43	1	–	–	PUNCT
ajbmeb-2980	43	2	samarkand	samarkand	NOUN
ajbmeb-2980	43	3	:	:	PUNCT
ajbmeb-2980	43	4	samisi	samisi	PROPN
ajbmeb-2980	43	5	,	,	PUNCT
ajbmeb-2980	43	6	2020	2020	NUM
ajbmeb-2980	43	7	.	.	PUNCT
ajbmeb-2980	44	1	240	240	NUM
ajbmeb-2980	44	2	pages	page	NOUN
ajbmeb-2980	44	3	american	american	PROPN
ajbmeb-2980	44	4	journal	journal	PROPN
ajbmeb-2980	44	5	of	of	ADP
ajbmeb-2980	44	6	business	business	NOUN
ajbmeb-2980	44	7	management	management	NOUN
ajbmeb-2980	44	8	,	,	PUNCT
ajbmeb-2980	44	9	economics	economic	NOUN
ajbmeb-2980	44	10	and	and	CCONJ
ajbmeb-2980	44	11	banking	banking	NOUN
ajbmeb-2980	44	12	volume	volume	NOUN
ajbmeb-2980	44	13	37	37	NUM
ajbmeb-2980	44	14	june2025	june2025	PROPN
ajbmeb-2980	44	15	p	p	NOUN
ajbmeb-2980	44	16	a	a	PRON
ajbmeb-2980	44	17	g	g	NOUN
ajbmeb-2980	44	18	e	e	PROPN
ajbmeb-2980	44	19	|	|	ADV
ajbmeb-2980	44	20	14	14	NUM
ajbmeb-2980	44	21	www.americanjournal.org	www.americanjournal.org	NOUN
ajbmeb-2980	44	22	solihjonov	solihjonov	NOUN
ajbmeb-2980	44	23	akbarmirzo	akbarmirzo	NOUN
ajbmeb-2980	44	24	,	,	PUNCT
ajbmeb-2980	44	25	&	&	CCONJ
ajbmeb-2980	44	26	a.a.qosimov	a.a.qosimov	PROPN
ajbmeb-2980	44	27	in	in	ADP
ajbmeb-2980	44	28	their	their	PRON
ajbmeb-2980	44	29	research	research	NOUN
ajbmeb-2980	44	30	believe	believe	VERB
ajbmeb-2980	44	31	that	that	SCONJ
ajbmeb-2980	44	32	“	"	PUNCT
ajbmeb-2980	44	33	asset	asset	NOUN
ajbmeb-2980	44	34	and	and	CCONJ
ajbmeb-2980	44	35	liability	liability	NOUN
ajbmeb-2980	44	36	management	management	NOUN
ajbmeb-2980	44	37	is	be	AUX
ajbmeb-2980	44	38	not	not	PART
ajbmeb-2980	44	39	only	only	ADV
ajbmeb-2980	44	40	an	an	DET
ajbmeb-2980	44	41	important	important	ADJ
ajbmeb-2980	44	42	component	component	NOUN
ajbmeb-2980	44	43	of	of	ADP
ajbmeb-2980	44	44	the	the	DET
ajbmeb-2980	44	45	bank	bank	NOUN
ajbmeb-2980	44	46	's	's	PART
ajbmeb-2980	44	47	internal	internal	ADJ
ajbmeb-2980	44	48	policy	policy	NOUN
ajbmeb-2980	44	49	,	,	PUNCT
ajbmeb-2980	44	50	but	but	CCONJ
ajbmeb-2980	44	51	also	also	ADV
ajbmeb-2980	44	52	the	the	DET
ajbmeb-2980	44	53	main	main	ADJ
ajbmeb-2980	44	54	tool	tool	NOUN
ajbmeb-2980	44	55	for	for	ADP
ajbmeb-2980	44	56	adapting	adapt	VERB
ajbmeb-2980	44	57	to	to	ADP
ajbmeb-2980	44	58	the	the	DET
ajbmeb-2980	44	59	external	external	ADJ
ajbmeb-2980	44	60	financial	financial	ADJ
ajbmeb-2980	44	61	environment	environment	NOUN
ajbmeb-2980	44	62	.	.	PUNCT
ajbmeb-2980	45	1	the	the	DET
ajbmeb-2980	45	2	main	main	ADJ
ajbmeb-2980	45	3	problem	problem	NOUN
ajbmeb-2980	45	4	in	in	ADP
ajbmeb-2980	45	5	asset	asset	NOUN
ajbmeb-2980	45	6	-	-	PUNCT
ajbmeb-2980	45	7	liability	liability	NOUN
ajbmeb-2980	45	8	management	management	NOUN
ajbmeb-2980	45	9	is	be	AUX
ajbmeb-2980	45	10	the	the	DET
ajbmeb-2980	45	11	imbalance	imbalance	NOUN
ajbmeb-2980	45	12	in	in	ADP
ajbmeb-2980	45	13	terms	term	NOUN
ajbmeb-2980	45	14	of	of	ADP
ajbmeb-2980	45	15	time	time	NOUN
ajbmeb-2980	45	16	and	and	CCONJ
ajbmeb-2980	45	17	volume	volume	NOUN
ajbmeb-2980	45	18	.	.	PUNCT
ajbmeb-2980	46	1	in	in	ADP
ajbmeb-2980	46	2	this	this	DET
ajbmeb-2980	46	3	case	case	NOUN
ajbmeb-2980	46	4	,	,	PUNCT
ajbmeb-2980	46	5	the	the	DET
ajbmeb-2980	46	6	fact	fact	NOUN
ajbmeb-2980	46	7	that	that	SCONJ
ajbmeb-2980	46	8	liabilities	liability	NOUN
ajbmeb-2980	46	9	are	be	AUX
ajbmeb-2980	46	10	short	short	ADJ
ajbmeb-2980	46	11	-	-	PUNCT
ajbmeb-2980	46	12	term	term	NOUN
ajbmeb-2980	46	13	and	and	CCONJ
ajbmeb-2980	46	14	assets	asset	NOUN
ajbmeb-2980	46	15	are	be	AUX
ajbmeb-2980	46	16	long	long	ADJ
ajbmeb-2980	46	17	-	-	PUNCT
ajbmeb-2980	46	18	term	term	NOUN
ajbmeb-2980	46	19	creates	create	VERB
ajbmeb-2980	46	20	liquidity	liquidity	NOUN
ajbmeb-2980	46	21	problems”2	problems”2	NOUN
ajbmeb-2980	46	22	.	.	PUNCT
ajbmeb-2980	47	1	tursunov	tursunov	PROPN
ajbmeb-2980	47	2	,	,	PUNCT
ajbmeb-2980	47	3	f.	f.	PROPN
ajbmeb-2980	47	4	m.	m.	PROPN
ajbmeb-2980	47	5	,	,	PUNCT
ajbmeb-2980	47	6	&	&	CCONJ
ajbmeb-2980	47	7	narzulloyev	narzulloyev	PROPN
ajbmeb-2980	47	8	,	,	PUNCT
ajbmeb-2980	47	9	j.	j.	PROPN
ajbmeb-2980	47	10	n.	n.	PROPN
ajbmeb-2980	47	11	believe	believe	VERB
ajbmeb-2980	47	12	that	that	SCONJ
ajbmeb-2980	47	13	“	"	PUNCT
ajbmeb-2980	47	14	properly	properly	ADV
ajbmeb-2980	47	15	calculating	calculate	VERB
ajbmeb-2980	47	16	the	the	DET
ajbmeb-2980	47	17	value	value	NOUN
ajbmeb-2980	47	18	of	of	ADP
ajbmeb-2980	47	19	bank	bank	NOUN
ajbmeb-2980	47	20	assets	asset	NOUN
ajbmeb-2980	47	21	and	and	CCONJ
ajbmeb-2980	47	22	planning	plan	VERB
ajbmeb-2980	47	23	the	the	DET
ajbmeb-2980	47	24	income	income	NOUN
ajbmeb-2980	47	25	from	from	ADP
ajbmeb-2980	47	26	them	they	PRON
ajbmeb-2980	47	27	can	can	AUX
ajbmeb-2980	47	28	lead	lead	VERB
ajbmeb-2980	47	29	to	to	ADP
ajbmeb-2980	47	30	the	the	DET
ajbmeb-2980	47	31	efficiency	efficiency	NOUN
ajbmeb-2980	47	32	of	of	ADP
ajbmeb-2980	47	33	bank	bank	NOUN
ajbmeb-2980	47	34	operations	operation	NOUN
ajbmeb-2980	47	35	,	,	PUNCT
ajbmeb-2980	47	36	while	while	SCONJ
ajbmeb-2980	47	37	incorrect	incorrect	ADJ
ajbmeb-2980	47	38	calculation	calculation	NOUN
ajbmeb-2980	47	39	of	of	ADP
ajbmeb-2980	47	40	the	the	DET
ajbmeb-2980	47	41	value	value	NOUN
ajbmeb-2980	47	42	of	of	ADP
ajbmeb-2980	47	43	assets	asset	NOUN
ajbmeb-2980	47	44	and	and	CCONJ
ajbmeb-2980	47	45	their	their	PRON
ajbmeb-2980	47	46	placement	placement	NOUN
ajbmeb-2980	47	47	can	can	AUX
ajbmeb-2980	47	48	create	create	VERB
ajbmeb-2980	47	49	difficulties	difficulty	NOUN
ajbmeb-2980	47	50	in	in	ADP
ajbmeb-2980	47	51	the	the	DET
ajbmeb-2980	47	52	financial	financial	ADJ
ajbmeb-2980	47	53	condition	condition	NOUN
ajbmeb-2980	47	54	of	of	ADP
ajbmeb-2980	47	55	the	the	DET
ajbmeb-2980	47	56	bank”3	bank”3	PROPN
ajbmeb-2980	47	57	.	.	PUNCT
ajbmeb-2980	48	1	khojibekova	khojibekova	PROPN
ajbmeb-2980	48	2	z.sh	z.sh	AUX
ajbmeb-2980	48	3	.	.	PROPN
ajbmeb-2980	48	4	believes	believe	VERB
ajbmeb-2980	48	5	in	in	ADP
ajbmeb-2980	48	6	her	her	PRON
ajbmeb-2980	48	7	research	research	NOUN
ajbmeb-2980	48	8	that	that	SCONJ
ajbmeb-2980	48	9	“	"	PUNCT
ajbmeb-2980	48	10	effective	effective	ADJ
ajbmeb-2980	48	11	asset	asset	NOUN
ajbmeb-2980	48	12	management	management	NOUN
ajbmeb-2980	48	13	allows	allow	VERB
ajbmeb-2980	48	14	banks	bank	NOUN
ajbmeb-2980	48	15	to	to	PART
ajbmeb-2980	48	16	receive	receive	VERB
ajbmeb-2980	48	17	higher	high	ADJ
ajbmeb-2980	48	18	returns	return	NOUN
ajbmeb-2980	48	19	with	with	ADP
ajbmeb-2980	48	20	a	a	DET
ajbmeb-2980	48	21	lower	low	ADJ
ajbmeb-2980	48	22	level	level	NOUN
ajbmeb-2980	48	23	of	of	ADP
ajbmeb-2980	48	24	risk	risk	NOUN
ajbmeb-2980	48	25	,	,	PUNCT
ajbmeb-2980	48	26	and	and	CCONJ
ajbmeb-2980	48	27	as	as	ADP
ajbmeb-2980	48	28	a	a	DET
ajbmeb-2980	48	29	result	result	NOUN
ajbmeb-2980	48	30	contributes	contribute	VERB
ajbmeb-2980	48	31	to	to	ADP
ajbmeb-2980	48	32	their	their	PRON
ajbmeb-2980	48	33	overall	overall	ADJ
ajbmeb-2980	48	34	financial	financial	ADJ
ajbmeb-2980	48	35	health	health	NOUN
ajbmeb-2980	48	36	and	and	CCONJ
ajbmeb-2980	48	37	stability	stability	NOUN
ajbmeb-2980	48	38	.	.	PUNCT
ajbmeb-2980	49	1	as	as	SCONJ
ajbmeb-2980	49	2	is	be	AUX
ajbmeb-2980	49	3	known	know	VERB
ajbmeb-2980	49	4	,	,	PUNCT
ajbmeb-2980	49	5	in	in	ADP
ajbmeb-2980	49	6	ensuring	ensure	VERB
ajbmeb-2980	49	7	the	the	DET
ajbmeb-2980	49	8	financial	financial	ADJ
ajbmeb-2980	49	9	stability	stability	NOUN
ajbmeb-2980	49	10	of	of	ADP
ajbmeb-2980	49	11	commercial	commercial	ADJ
ajbmeb-2980	49	12	banks	bank	NOUN
ajbmeb-2980	49	13	,	,	PUNCT
ajbmeb-2980	49	14	an	an	DET
ajbmeb-2980	49	15	important	important	ADJ
ajbmeb-2980	49	16	consideration	consideration	NOUN
ajbmeb-2980	49	17	is	be	AUX
ajbmeb-2980	49	18	to	to	PART
ajbmeb-2980	49	19	ensure	ensure	VERB
ajbmeb-2980	49	20	a	a	DET
ajbmeb-2980	49	21	reasonable	reasonable	ADJ
ajbmeb-2980	49	22	level	level	NOUN
ajbmeb-2980	49	23	of	of	ADP
ajbmeb-2980	49	24	the	the	DET
ajbmeb-2980	49	25	ratio	ratio	NOUN
ajbmeb-2980	49	26	between	between	ADP
ajbmeb-2980	49	27	highly	highly	ADV
ajbmeb-2980	49	28	liquid	liquid	ADJ
ajbmeb-2980	49	29	assets	asset	NOUN
ajbmeb-2980	49	30	and	and	CCONJ
ajbmeb-2980	49	31	high	high	ADV
ajbmeb-2980	49	32	-	-	PUNCT
ajbmeb-2980	49	33	yielding	yield	VERB
ajbmeb-2980	49	34	assets”4	assets”4	NOUN
ajbmeb-2980	49	35	.	.	PUNCT
ajbmeb-2980	50	1	aswath	aswath	NOUN
ajbmeb-2980	50	2	damodaran	damodaran	VERB
ajbmeb-2980	50	3	in	in	ADP
ajbmeb-2980	50	4	his	his	PRON
ajbmeb-2980	50	5	research	research	NOUN
ajbmeb-2980	50	6	believes	believe	VERB
ajbmeb-2980	50	7	that	that	SCONJ
ajbmeb-2980	50	8	“	"	PUNCT
ajbmeb-2980	50	9	the	the	DET
ajbmeb-2980	50	10	balance	balance	NOUN
ajbmeb-2980	50	11	between	between	ADP
ajbmeb-2980	50	12	risk	risk	NOUN
ajbmeb-2980	50	13	and	and	CCONJ
ajbmeb-2980	50	14	value	value	NOUN
ajbmeb-2980	50	15	creation	creation	NOUN
ajbmeb-2980	50	16	is	be	AUX
ajbmeb-2980	50	17	crucial	crucial	ADJ
ajbmeb-2980	50	18	in	in	ADP
ajbmeb-2980	50	19	managing	manage	VERB
ajbmeb-2980	50	20	bank	bank	NOUN
ajbmeb-2980	50	21	assets	asset	NOUN
ajbmeb-2980	50	22	.	.	PUNCT
ajbmeb-2980	51	1	modern	modern	ADJ
ajbmeb-2980	51	2	banks	bank	NOUN
ajbmeb-2980	51	3	should	should	AUX
ajbmeb-2980	51	4	create	create	VERB
ajbmeb-2980	51	5	value	value	NOUN
ajbmeb-2980	51	6	by	by	ADP
ajbmeb-2980	51	7	assessing	assess	VERB
ajbmeb-2980	51	8	and	and	CCONJ
ajbmeb-2980	51	9	managing	manage	VERB
ajbmeb-2980	51	10	risk	risk	NOUN
ajbmeb-2980	51	11	,	,	PUNCT
ajbmeb-2980	51	12	not	not	PART
ajbmeb-2980	51	13	avoiding	avoid	VERB
ajbmeb-2980	51	14	it	it	PRON
ajbmeb-2980	51	15	.	.	PUNCT
ajbmeb-2980	52	1	strategic	strategic	ADJ
ajbmeb-2980	52	2	risk	risk	NOUN
ajbmeb-2980	52	3	-	-	PUNCT
ajbmeb-2980	52	4	taking	taking	NOUN
ajbmeb-2980	52	5	is	be	AUX
ajbmeb-2980	52	6	not	not	PART
ajbmeb-2980	52	7	only	only	ADV
ajbmeb-2980	52	8	an	an	DET
ajbmeb-2980	52	9	opportunity	opportunity	NOUN
ajbmeb-2980	52	10	for	for	ADP
ajbmeb-2980	52	11	banks	bank	NOUN
ajbmeb-2980	52	12	,	,	PUNCT
ajbmeb-2980	52	13	but	but	CCONJ
ajbmeb-2980	52	14	also	also	ADV
ajbmeb-2980	52	15	a	a	DET
ajbmeb-2980	52	16	prerequisite	prerequisite	NOUN
ajbmeb-2980	52	17	for	for	ADP
ajbmeb-2980	52	18	remaining	remain	VERB
ajbmeb-2980	52	19	competitive”5	competitive”5	NOUN
ajbmeb-2980	52	20	.	.	PUNCT
ajbmeb-2980	53	1	viral	viral	ADJ
ajbmeb-2980	53	2	acharya	acharya	NOUN
ajbmeb-2980	53	3	in	in	ADP
ajbmeb-2980	53	4	his	his	PRON
ajbmeb-2980	53	5	research	research	NOUN
ajbmeb-2980	53	6	believes	believe	VERB
ajbmeb-2980	53	7	that	that	SCONJ
ajbmeb-2980	53	8	“	"	PUNCT
ajbmeb-2980	53	9	the	the	DET
ajbmeb-2980	53	10	covid-19	covid-19	PROPN
ajbmeb-2980	53	11	pandemic	pandemic	NOUN
ajbmeb-2980	53	12	has	have	AUX
ajbmeb-2980	53	13	shown	show	VERB
ajbmeb-2980	53	14	that	that	SCONJ
ajbmeb-2980	53	15	it	it	PRON
ajbmeb-2980	53	16	is	be	AUX
ajbmeb-2980	53	17	vital	vital	ADJ
ajbmeb-2980	53	18	to	to	PART
ajbmeb-2980	53	19	consider	consider	VERB
ajbmeb-2980	53	20	stress	stress	NOUN
ajbmeb-2980	53	21	scenarios	scenario	NOUN
ajbmeb-2980	53	22	and	and	CCONJ
ajbmeb-2980	53	23	tail	tail	NOUN
ajbmeb-2980	53	24	risks	risk	NOUN
ajbmeb-2980	53	25	in	in	ADP
ajbmeb-2980	53	26	managing	manage	VERB
ajbmeb-2980	53	27	bank	bank	NOUN
ajbmeb-2980	53	28	assets	asset	NOUN
ajbmeb-2980	53	29	.	.	PUNCT
ajbmeb-2980	54	1	banks	bank	NOUN
ajbmeb-2980	54	2	should	should	AUX
ajbmeb-2980	54	3	prepare	prepare	VERB
ajbmeb-2980	54	4	for	for	ADP
ajbmeb-2980	54	5	extreme	extreme	ADJ
ajbmeb-2980	54	6	events	event	NOUN
ajbmeb-2980	54	7	,	,	PUNCT
ajbmeb-2980	54	8	not	not	PART
ajbmeb-2980	54	9	for	for	ADP
ajbmeb-2980	54	10	‘	'	PUNCT
ajbmeb-2980	54	11	normal	normal	ADJ
ajbmeb-2980	54	12	’	'	PUNCT
ajbmeb-2980	54	13	conditions	condition	NOUN
ajbmeb-2980	54	14	.	.	PUNCT
ajbmeb-2980	55	1	systemic	systemic	ADJ
ajbmeb-2980	55	2	risk	risk	NOUN
ajbmeb-2980	55	3	is	be	AUX
ajbmeb-2980	55	4	not	not	PART
ajbmeb-2980	55	5	an	an	DET
ajbmeb-2980	55	6	individual	individual	ADJ
ajbmeb-2980	55	7	bank	bank	NOUN
ajbmeb-2980	55	8	problem	problem	NOUN
ajbmeb-2980	55	9	,	,	PUNCT
ajbmeb-2980	55	10	but	but	CCONJ
ajbmeb-2980	55	11	a	a	DET
ajbmeb-2980	55	12	matter	matter	NOUN
ajbmeb-2980	55	13	of	of	ADP
ajbmeb-2980	55	14	the	the	DET
ajbmeb-2980	55	15	stability	stability	NOUN
ajbmeb-2980	55	16	of	of	ADP
ajbmeb-2980	55	17	the	the	DET
ajbmeb-2980	55	18	entire	entire	ADJ
ajbmeb-2980	55	19	financial	financial	ADJ
ajbmeb-2980	55	20	system”6	system”6	PROPN
ajbmeb-2980	55	21	.	.	PUNCT
ajbmeb-2980	56	1	markus	markus	PROPN
ajbmeb-2980	56	2	brunnermeier	brunnermei	ADJ
ajbmeb-2980	56	3	believes	believe	VERB
ajbmeb-2980	56	4	in	in	ADP
ajbmeb-2980	56	5	his	his	PRON
ajbmeb-2980	56	6	research	research	NOUN
ajbmeb-2980	56	7	that	that	SCONJ
ajbmeb-2980	56	8	“	"	PUNCT
ajbmeb-2980	56	9	the	the	DET
ajbmeb-2980	56	10	emergence	emergence	NOUN
ajbmeb-2980	56	11	of	of	ADP
ajbmeb-2980	56	12	digital	digital	ADJ
ajbmeb-2980	56	13	currencies	currency	NOUN
ajbmeb-2980	56	14	and	and	CCONJ
ajbmeb-2980	56	15	defi	defi	PROPN
ajbmeb-2980	56	16	(	(	PUNCT
ajbmeb-2980	56	17	decentralized	decentralize	VERB
ajbmeb-2980	56	18	finance	finance	NOUN
ajbmeb-2980	56	19	)	)	PUNCT
ajbmeb-2980	56	20	is	be	AUX
ajbmeb-2980	56	21	fundamentally	fundamentally	ADV
ajbmeb-2980	56	22	changing	change	VERB
ajbmeb-2980	56	23	the	the	DET
ajbmeb-2980	56	24	paradigm	paradigm	NOUN
ajbmeb-2980	56	25	of	of	ADP
ajbmeb-2980	56	26	traditional	traditional	ADJ
ajbmeb-2980	56	27	bank	bank	NOUN
ajbmeb-2980	56	28	asset	asset	NOUN
ajbmeb-2980	56	29	management	management	NOUN
ajbmeb-2980	56	30	.	.	PUNCT
ajbmeb-2980	57	1	banks	bank	NOUN
ajbmeb-2980	57	2	now	now	ADV
ajbmeb-2980	57	3	need	need	VERB
ajbmeb-2980	57	4	to	to	PART
ajbmeb-2980	57	5	be	be	AUX
ajbmeb-2980	57	6	prepared	prepare	VERB
ajbmeb-2980	57	7	to	to	PART
ajbmeb-2980	57	8	work	work	VERB
ajbmeb-2980	57	9	not	not	PART
ajbmeb-2980	57	10	only	only	ADV
ajbmeb-2980	57	11	with	with	ADP
ajbmeb-2980	57	12	traditional	traditional	ADJ
ajbmeb-2980	57	13	assets	asset	NOUN
ajbmeb-2980	57	14	,	,	PUNCT
ajbmeb-2980	57	15	but	but	CCONJ
ajbmeb-2980	57	16	also	also	ADV
ajbmeb-2980	57	17	with	with	ADP
ajbmeb-2980	57	18	tokenized	tokenized	ADJ
ajbmeb-2980	57	19	assets	asset	NOUN
ajbmeb-2980	57	20	and	and	CCONJ
ajbmeb-2980	57	21	smart	smart	ADJ
ajbmeb-2980	57	22	contracts	contract	NOUN
ajbmeb-2980	57	23	.	.	PUNCT
ajbmeb-2980	58	1	this	this	PRON
ajbmeb-2980	58	2	creates	create	VERB
ajbmeb-2980	58	3	‘	'	PUNCT
ajbmeb-2980	58	4	the	the	DET
ajbmeb-2980	58	5	resilience	resilience	NOUN
ajbmeb-2980	58	6	imperative	imperative	NOUN
ajbmeb-2980	58	7	’	'	PUNCT
ajbmeb-2980	58	8	the	the	DET
ajbmeb-2980	58	9	resilience	resilience	NOUN
ajbmeb-2980	58	10	imperative”7	imperative”7	NOUN
ajbmeb-2980	58	11	.	.	PUNCT
ajbmeb-2980	59	1	hyun	hyun	PROPN
ajbmeb-2980	59	2	song	song	PROPN
ajbmeb-2980	59	3	shin	shin	PROPN
ajbmeb-2980	59	4	believes	believe	VERB
ajbmeb-2980	59	5	in	in	ADP
ajbmeb-2980	59	6	his	his	PRON
ajbmeb-2980	59	7	research	research	NOUN
ajbmeb-2980	59	8	that	that	SCONJ
ajbmeb-2980	59	9	“	"	PUNCT
ajbmeb-2980	59	10	global	global	ADJ
ajbmeb-2980	59	11	financial	financial	ADJ
ajbmeb-2980	59	12	cycles	cycle	NOUN
ajbmeb-2980	59	13	and	and	CCONJ
ajbmeb-2980	59	14	dollar	dollar	NOUN
ajbmeb-2980	59	15	dominance	dominance	NOUN
ajbmeb-2980	59	16	require	require	VERB
ajbmeb-2980	59	17	new	new	ADJ
ajbmeb-2980	59	18	approaches	approach	NOUN
ajbmeb-2980	59	19	to	to	ADP
ajbmeb-2980	59	20	bank	bank	NOUN
ajbmeb-2980	59	21	asset	asset	NOUN
ajbmeb-2980	59	22	management	management	NOUN
ajbmeb-2980	59	23	.	.	PUNCT
ajbmeb-2980	60	1	an	an	DET
ajbmeb-2980	60	2	integrated	integrate	VERB
ajbmeb-2980	60	3	approach	approach	NOUN
ajbmeb-2980	60	4	is	be	AUX
ajbmeb-2980	60	5	needed	need	VERB
ajbmeb-2980	60	6	to	to	PART
ajbmeb-2980	60	7	manage	manage	VERB
ajbmeb-2980	60	8	cross	cross	ADJ
ajbmeb-2980	60	9	-	-	ADJ
ajbmeb-2980	60	10	border	border	ADJ
ajbmeb-2980	60	11	capital	capital	NOUN
ajbmeb-2980	60	12	flows	flow	NOUN
ajbmeb-2980	60	13	and	and	CCONJ
ajbmeb-2980	60	14	exchange	exchange	NOUN
ajbmeb-2980	60	15	rate	rate	NOUN
ajbmeb-2980	60	16	risks	risk	NOUN
ajbmeb-2980	60	17	.	.	PUNCT
ajbmeb-2980	61	1	in	in	ADP
ajbmeb-2980	61	2	the	the	DET
ajbmeb-2980	61	3	context	context	NOUN
ajbmeb-2980	61	4	of	of	ADP
ajbmeb-2980	61	5	geopolitical	geopolitical	ADJ
ajbmeb-2980	61	6	fragmentation	fragmentation	NOUN
ajbmeb-2980	61	7	,	,	PUNCT
ajbmeb-2980	61	8	banks	bank	NOUN
ajbmeb-2980	61	9	need	need	VERB
ajbmeb-2980	61	10	to	to	PART
ajbmeb-2980	61	11	be	be	AUX
ajbmeb-2980	61	12	2	2	NUM
ajbmeb-2980	61	13	solihjonov	solihjonov	NOUN
ajbmeb-2980	61	14	akbarmirzo	akbarmirzo	NOUN
ajbmeb-2980	61	15	,	,	PUNCT
ajbmeb-2980	61	16	&	&	CCONJ
ajbmeb-2980	61	17	a.a.qosimov	a.a.qosimov	PROPN
ajbmeb-2980	61	18	.	.	PUNCT
ajbmeb-2980	62	1	(	(	PUNCT
ajbmeb-2980	62	2	2025	2025	NUM
ajbmeb-2980	62	3	)	)	PUNCT
ajbmeb-2980	62	4	.	.	PUNCT
ajbmeb-2980	63	1	improving	improve	VERB
ajbmeb-2980	63	2	methods	method	NOUN
ajbmeb-2980	63	3	of	of	ADP
ajbmeb-2980	63	4	managing	manage	VERB
ajbmeb-2980	63	5	assets	asset	NOUN
ajbmeb-2980	63	6	and	and	CCONJ
ajbmeb-2980	63	7	liabilities	liability	NOUN
ajbmeb-2980	63	8	of	of	ADP
ajbmeb-2980	63	9	commercial	commercial	ADJ
ajbmeb-2980	63	10	banks	bank	NOUN
ajbmeb-2980	63	11	.	.	PUNCT
ajbmeb-2980	64	1	modern	modern	ADJ
ajbmeb-2980	64	2	education	education	NOUN
ajbmeb-2980	64	3	and	and	CCONJ
ajbmeb-2980	64	4	development	development	NOUN
ajbmeb-2980	64	5	,	,	PUNCT
ajbmeb-2980	64	6	25(5	25(5	NUM
ajbmeb-2980	64	7	)	)	PUNCT
ajbmeb-2980	64	8	,	,	PUNCT
ajbmeb-2980	64	9	319–323	319–323	NUM
ajbmeb-2980	64	10	.	.	PUNCT
ajbmeb-2980	64	11	retrieved	retrieve	VERB
ajbmeb-2980	64	12	from	from	ADP
ajbmeb-2980	64	13	https://inlibrary.uz/index.php/mead/article/view/87028	https://inlibrary.uz/index.php/mead/article/view/87028	PROPN
ajbmeb-2980	64	14	3	3	NUM
ajbmeb-2980	64	15	tursunov	tursunov	NOUN
ajbmeb-2980	64	16	,	,	PUNCT
ajbmeb-2980	64	17	f.	f.	PROPN
ajbmeb-2980	64	18	m.	m.	PROPN
ajbmeb-2980	64	19	,	,	PUNCT
ajbmeb-2980	64	20	&	&	CCONJ
ajbmeb-2980	64	21	narzulloyev	narzulloyev	PROPN
ajbmeb-2980	64	22	,	,	PUNCT
ajbmeb-2980	64	23	j.	j.	PROPN
ajbmeb-2980	64	24	n.	n.	PROPN
ajbmeb-2980	64	25	o‘o‘li	o‘o‘li	PROPN
ajbmeb-2980	64	26	.	.	PUNCT
ajbmeb-2980	64	27	(	(	PUNCT
ajbmeb-2980	64	28	2023	2023	NUM
ajbmeb-2980	64	29	)	)	PUNCT
ajbmeb-2980	64	30	.	.	PUNCT
ajbmeb-2980	65	1	structural	structural	ADJ
ajbmeb-2980	65	2	structure	structure	NOUN
ajbmeb-2980	65	3	of	of	ADP
ajbmeb-2980	65	4	assets	asset	NOUN
ajbmeb-2980	65	5	of	of	ADP
ajbmeb-2980	65	6	commercial	commercial	ADJ
ajbmeb-2980	65	7	banks	bank	NOUN
ajbmeb-2980	65	8	and	and	CCONJ
ajbmeb-2980	65	9	the	the	DET
ajbmeb-2980	65	10	need	need	NOUN
ajbmeb-2980	65	11	for	for	ADP
ajbmeb-2980	65	12	their	their	PRON
ajbmeb-2980	65	13	management	management	NOUN
ajbmeb-2980	65	14	.	.	PUNCT
ajbmeb-2980	66	1	scholar	scholar	NOUN
ajbmeb-2980	66	2	,	,	PUNCT
ajbmeb-2980	66	3	1(35	1(35	NUM
ajbmeb-2980	66	4	)	)	PUNCT
ajbmeb-2980	66	5	,	,	PUNCT
ajbmeb-2980	66	6	102–108	102–108	NUM
ajbmeb-2980	66	7	.	.	PUNCT
ajbmeb-2980	67	1	retrieved	retrieve	VERB
ajbmeb-2980	67	2	from	from	ADP
ajbmeb-2980	67	3	https://researchedu.org/index.php/openscholar/article/view/5825	https://researchedu.org/index.php/openscholar/article/view/5825	PROPN
ajbmeb-2980	67	4	4	4	NUM
ajbmeb-2980	67	5	khojibekova	khojibekova	PROPN
ajbmeb-2980	67	6	z.sh	z.sh	PROPN
ajbmeb-2980	67	7	.	.	PUNCT
ajbmeb-2980	68	1	“	"	PUNCT
ajbmeb-2980	68	2	assets	asset	NOUN
ajbmeb-2980	68	3	of	of	ADP
ajbmeb-2980	68	4	commercial	commercial	ADJ
ajbmeb-2980	68	5	banks	bank	NOUN
ajbmeb-2980	68	6	"	"	PUNCT
ajbmeb-2980	68	7	improving	improve	VERB
ajbmeb-2980	68	8	the	the	DET
ajbmeb-2980	68	9	efficiency	efficiency	NOUN
ajbmeb-2980	68	10	of	of	ADP
ajbmeb-2980	68	11	"	"	PUNCT
ajbmeb-2980	68	12	educational	educational	ADJ
ajbmeb-2980	68	13	innovation	innovation	NOUN
ajbmeb-2980	68	14	and	and	CCONJ
ajbmeb-2980	68	15	integration	integration	NOUN
ajbmeb-2980	68	16	issue	issue	NOUN
ajbmeb-2980	68	17	22_6th	22_6th	NUM
ajbmeb-2980	68	18	edition_june	edition_june	NOUN
ajbmeb-2980	68	19	-2024	-2024	NOUN
ajbmeb-2980	68	20	5	5	NUM
ajbmeb-2980	68	21	damodaran	damodaran	NOUN
ajbmeb-2980	68	22	,	,	PUNCT
ajbmeb-2980	68	23	a.	a.	NOUN
ajbmeb-2980	68	24	(	(	PUNCT
ajbmeb-2980	68	25	2022	2022	NUM
ajbmeb-2980	68	26	)	)	PUNCT
ajbmeb-2980	68	27	.	.	PUNCT
ajbmeb-2980	69	1	"	"	PUNCT
ajbmeb-2980	69	2	strategic	strategic	ADJ
ajbmeb-2980	69	3	risk	risk	NOUN
ajbmeb-2980	69	4	taking	take	VERB
ajbmeb-2980	69	5	in	in	ADP
ajbmeb-2980	69	6	banking	banking	NOUN
ajbmeb-2980	69	7	:	:	PUNCT
ajbmeb-2980	69	8	a	a	DET
ajbmeb-2980	69	9	value	value	NOUN
ajbmeb-2980	69	10	creation	creation	NOUN
ajbmeb-2980	69	11	perspective	perspective	NOUN
ajbmeb-2980	69	12	.	.	PUNCT
ajbmeb-2980	69	13	"	"	PUNCT
ajbmeb-2980	69	14	journal	journal	NOUN
ajbmeb-2980	69	15	of	of	ADP
ajbmeb-2980	69	16	applied	apply	VERB
ajbmeb-2980	69	17	corporate	corporate	ADJ
ajbmeb-2980	69	18	finance	finance	NOUN
ajbmeb-2980	69	19	,	,	PUNCT
ajbmeb-2980	69	20	34(2	34(2	NUM
ajbmeb-2980	69	21	)	)	PUNCT
ajbmeb-2980	69	22	,	,	PUNCT
ajbmeb-2980	69	23	22	22	NUM
ajbmeb-2980	69	24	-	-	SYM
ajbmeb-2980	69	25	35	35	NUM
ajbmeb-2980	69	26	.	.	PUNCT
ajbmeb-2980	70	1	https://pages.stern.nyu.edu/~adamodar/pdfiles/papers/strategicrisk2022.pdf	https://pages.stern.nyu.edu/~adamodar/pdfiles/papers/strategicrisk2022.pdf	NOUN
ajbmeb-2980	70	2	6	6	NUM
ajbmeb-2980	70	3	acharya	acharya	NOUN
ajbmeb-2980	70	4	,	,	PUNCT
ajbmeb-2980	70	5	v.	v.	PROPN
ajbmeb-2980	70	6	v.	v.	PROPN
ajbmeb-2980	70	7	,	,	PUNCT
ajbmeb-2980	70	8	&	&	CCONJ
ajbmeb-2980	70	9	steffen	steffen	PROPN
ajbmeb-2980	70	10	,	,	PUNCT
ajbmeb-2980	70	11	s.	s.	PROPN
ajbmeb-2980	70	12	(	(	PUNCT
ajbmeb-2980	70	13	2023	2023	NUM
ajbmeb-2980	70	14	)	)	PUNCT
ajbmeb-2980	70	15	.	.	PUNCT
ajbmeb-2980	71	1	"	"	PUNCT
ajbmeb-2980	71	2	the	the	DET
ajbmeb-2980	71	3	risk	risk	NOUN
ajbmeb-2980	71	4	of	of	ADP
ajbmeb-2980	71	5	being	be	AUX
ajbmeb-2980	71	6	a	a	DET
ajbmeb-2980	71	7	fallen	fallen	ADJ
ajbmeb-2980	71	8	angel	angel	NOUN
ajbmeb-2980	71	9	and	and	CCONJ
ajbmeb-2980	71	10	the	the	DET
ajbmeb-2980	71	11	corporate	corporate	ADJ
ajbmeb-2980	71	12	dash	dash	NOUN
ajbmeb-2980	71	13	for	for	ADP
ajbmeb-2980	71	14	cash	cash	NOUN
ajbmeb-2980	71	15	in	in	ADP
ajbmeb-2980	71	16	the	the	DET
ajbmeb-2980	71	17	midst	midst	NOUN
ajbmeb-2980	71	18	of	of	ADP
ajbmeb-2980	71	19	covid	covid	PROPN
ajbmeb-2980	71	20	.	.	PUNCT
ajbmeb-2980	71	21	"	"	PUNCT
ajbmeb-2980	72	1	the	the	DET
ajbmeb-2980	72	2	review	review	NOUN
ajbmeb-2980	72	3	of	of	ADP
ajbmeb-2980	72	4	financial	financial	ADJ
ajbmeb-2980	72	5	studies	study	NOUN
ajbmeb-2980	72	6	,	,	PUNCT
ajbmeb-2980	72	7	36(3	36(3	NOUN
ajbmeb-2980	72	8	)	)	PUNCT
ajbmeb-2980	72	9	,	,	PUNCT
ajbmeb-2980	72	10	717	717	NUM
ajbmeb-2980	72	11	-	-	SYM
ajbmeb-2980	72	12	763	763	NUM
ajbmeb-2980	72	13	.	.	PUNCT
ajbmeb-2980	73	1	https://academic.oup.com/rfs/article/36/3/717/6889456	https://academic.oup.com/rfs/article/36/3/717/6889456	NOUN
ajbmeb-2980	73	2	7	7	NUM
ajbmeb-2980	73	3	brunnermeier	brunnermeier	NOUN
ajbmeb-2980	73	4	,	,	PUNCT
ajbmeb-2980	73	5	m.	m.	PROPN
ajbmeb-2980	73	6	k.	k.	PROPN
ajbmeb-2980	73	7	(	(	PUNCT
ajbmeb-2980	73	8	2024	2024	NUM
ajbmeb-2980	73	9	)	)	PUNCT
ajbmeb-2980	73	10	.	.	PUNCT
ajbmeb-2980	74	1	"	"	PUNCT
ajbmeb-2980	74	2	the	the	DET
ajbmeb-2980	74	3	digitalization	digitalization	NOUN
ajbmeb-2980	74	4	of	of	ADP
ajbmeb-2980	74	5	money	money	NOUN
ajbmeb-2980	74	6	and	and	CCONJ
ajbmeb-2980	74	7	banking	banking	NOUN
ajbmeb-2980	74	8	:	:	PUNCT
ajbmeb-2980	74	9	from	from	ADP
ajbmeb-2980	74	10	traditional	traditional	ADJ
ajbmeb-2980	74	11	assets	asset	NOUN
ajbmeb-2980	74	12	to	to	ADP
ajbmeb-2980	74	13	digital	digital	ADJ
ajbmeb-2980	74	14	finance	finance	NOUN
ajbmeb-2980	74	15	.	.	PUNCT
ajbmeb-2980	74	16	"	"	PUNCT
ajbmeb-2980	75	1	annual	annual	ADJ
ajbmeb-2980	75	2	review	review	NOUN
ajbmeb-2980	75	3	of	of	ADP
ajbmeb-2980	75	4	financial	financial	ADJ
ajbmeb-2980	75	5	economics	economic	NOUN
ajbmeb-2980	75	6	,	,	PUNCT
ajbmeb-2980	75	7	16	16	NUM
ajbmeb-2980	75	8	,	,	PUNCT
ajbmeb-2980	75	9	89	89	NUM
ajbmeb-2980	75	10	-	-	SYM
ajbmeb-2980	75	11	114	114	NUM
ajbmeb-2980	75	12	.	.	PUNCT
ajbmeb-2980	76	1	https://scholar.princeton.edu/markus/publications/digitalizationmoney-banking-2024	https://scholar.princeton.edu/markus/publications/digitalizationmoney-banking-2024	NOUN
ajbmeb-2980	76	2	https://pages.stern.nyu.edu/~adamodar/pdfiles/papers/strategicrisk2022.pdf	https://pages.stern.nyu.edu/~adamodar/pdfiles/papers/strategicrisk2022.pdf	PROPN
ajbmeb-2980	76	3	https://academic.oup.com/rfs/article/36/3/717/6889456	https://academic.oup.com/rfs/article/36/3/717/6889456	PROPN
ajbmeb-2980	76	4	https://scholar.princeton.edu/markus/publications/digitalization-money-banking-2024	https://scholar.princeton.edu/markus/publications/digitalization-money-banking-2024	NOUN
ajbmeb-2980	76	5	https://scholar.princeton.edu/markus/publications/digitalization-money-banking-2024	https://scholar.princeton.edu/markus/publications/digitalization-money-banking-2024	PROPN
ajbmeb-2980	76	6	american	american	PROPN
ajbmeb-2980	76	7	journal	journal	PROPN
ajbmeb-2980	76	8	of	of	ADP
ajbmeb-2980	76	9	business	business	NOUN
ajbmeb-2980	76	10	management	management	NOUN
ajbmeb-2980	76	11	,	,	PUNCT
ajbmeb-2980	76	12	economics	economic	NOUN
ajbmeb-2980	76	13	and	and	CCONJ
ajbmeb-2980	76	14	banking	banking	NOUN
ajbmeb-2980	76	15	volume	volume	NOUN
ajbmeb-2980	76	16	37	37	NUM
ajbmeb-2980	76	17	june2025	june2025	PROPN
ajbmeb-2980	76	18	p	p	NOUN
ajbmeb-2980	76	19	a	a	PRON
ajbmeb-2980	76	20	g	g	NOUN
ajbmeb-2980	76	21	e	e	NOUN
ajbmeb-2980	76	22	|	|	ADV
ajbmeb-2980	76	23	15	15	NUM
ajbmeb-2980	76	24	www.americanjournal.org	www.americanjournal.org	NOUN
ajbmeb-2980	76	25	prepared	prepare	VERB
ajbmeb-2980	76	26	for	for	ADP
ajbmeb-2980	76	27	multiple	multiple	ADJ
ajbmeb-2980	76	28	equilibria”8	equilibria”8	NOUN
ajbmeb-2980	76	29	.	.	PUNCT
ajbmeb-2980	77	1	robert	robert	PROPN
ajbmeb-2980	77	2	engle	engle	PROPN
ajbmeb-2980	77	3	believes	believe	VERB
ajbmeb-2980	77	4	in	in	ADP
ajbmeb-2980	77	5	his	his	PRON
ajbmeb-2980	77	6	research	research	NOUN
ajbmeb-2980	77	7	that	that	SCONJ
ajbmeb-2980	77	8	“	"	PUNCT
ajbmeb-2980	77	9	climate	climate	NOUN
ajbmeb-2980	77	10	risk	risk	NOUN
ajbmeb-2980	77	11	has	have	AUX
ajbmeb-2980	77	12	created	create	VERB
ajbmeb-2980	77	13	a	a	DET
ajbmeb-2980	77	14	new	new	ADJ
ajbmeb-2980	77	15	dimension	dimension	NOUN
ajbmeb-2980	77	16	in	in	ADP
ajbmeb-2980	77	17	bank	bank	NOUN
ajbmeb-2980	77	18	asset	asset	NOUN
ajbmeb-2980	77	19	management	management	NOUN
ajbmeb-2980	77	20	.	.	PUNCT
ajbmeb-2980	78	1	traditional	traditional	ADJ
ajbmeb-2980	78	2	risk	risk	NOUN
ajbmeb-2980	78	3	models	model	NOUN
ajbmeb-2980	78	4	can	can	AUX
ajbmeb-2980	78	5	not	not	PART
ajbmeb-2980	78	6	properly	properly	ADV
ajbmeb-2980	78	7	assess	assess	VERB
ajbmeb-2980	78	8	climate	climate	NOUN
ajbmeb-2980	78	9	-	-	PUNCT
ajbmeb-2980	78	10	related	relate	VERB
ajbmeb-2980	78	11	shocks	shock	NOUN
ajbmeb-2980	78	12	.	.	PUNCT
ajbmeb-2980	79	1	banks	bank	NOUN
ajbmeb-2980	79	2	need	need	VERB
ajbmeb-2980	79	3	to	to	PART
ajbmeb-2980	79	4	manage	manage	VERB
ajbmeb-2980	79	5	climate	climate	NOUN
ajbmeb-2980	79	6	beta	beta	NOUN
ajbmeb-2980	79	7	by	by	ADP
ajbmeb-2980	79	8	monitoring	monitor	VERB
ajbmeb-2980	79	9	climate	climate	NOUN
ajbmeb-2980	79	10	news	news	NOUN
ajbmeb-2980	79	11	flow	flow	NOUN
ajbmeb-2980	79	12	in	in	ADP
ajbmeb-2980	79	13	real	real	ADJ
ajbmeb-2980	79	14	-	-	PUNCT
ajbmeb-2980	79	15	time	time	NOUN
ajbmeb-2980	79	16	and	and	CCONJ
ajbmeb-2980	79	17	using	use	VERB
ajbmeb-2980	79	18	dynamic	dynamic	ADJ
ajbmeb-2980	79	19	hedging	hedging	NOUN
ajbmeb-2980	79	20	strategies	strategy	NOUN
ajbmeb-2980	79	21	”	"	PUNCT
ajbmeb-2980	79	22	9	9	NUM
ajbmeb-2980	79	23	.	.	PUNCT
ajbmeb-2980	79	24	research	research	NOUN
ajbmeb-2980	79	25	methodology	methodology	NOUN
ajbmeb-2980	79	26	in	in	ADP
ajbmeb-2980	79	27	covering	cover	VERB
ajbmeb-2980	79	28	this	this	DET
ajbmeb-2980	79	29	topic	topic	NOUN
ajbmeb-2980	79	30	,	,	PUNCT
ajbmeb-2980	79	31	the	the	DET
ajbmeb-2980	79	32	methods	method	NOUN
ajbmeb-2980	79	33	of	of	ADP
ajbmeb-2980	79	34	abstract	abstract	ADJ
ajbmeb-2980	79	35	-	-	PUNCT
ajbmeb-2980	79	36	logical	logical	ADJ
ajbmeb-2980	79	37	thinking	thinking	NOUN
ajbmeb-2980	79	38	,	,	PUNCT
ajbmeb-2980	79	39	generalization	generalization	NOUN
ajbmeb-2980	79	40	,	,	PUNCT
ajbmeb-2980	79	41	comparison	comparison	NOUN
ajbmeb-2980	79	42	,	,	PUNCT
ajbmeb-2980	79	43	analysis	analysis	NOUN
ajbmeb-2980	79	44	and	and	CCONJ
ajbmeb-2980	79	45	synthesis	synthesis	NOUN
ajbmeb-2980	79	46	,	,	PUNCT
ajbmeb-2980	79	47	and	and	CCONJ
ajbmeb-2980	79	48	systematic	systematic	ADJ
ajbmeb-2980	79	49	analysis	analysis	NOUN
ajbmeb-2980	79	50	were	be	AUX
ajbmeb-2980	79	51	used	use	VERB
ajbmeb-2980	79	52	.	.	PUNCT
ajbmeb-2980	80	1	financial	financial	ADJ
ajbmeb-2980	80	2	and	and	CCONJ
ajbmeb-2980	80	3	economic	economic	ADJ
ajbmeb-2980	80	4	indicators	indicator	NOUN
ajbmeb-2980	80	5	of	of	ADP
ajbmeb-2980	80	6	the	the	DET
ajbmeb-2980	80	7	industry	industry	NOUN
ajbmeb-2980	80	8	were	be	AUX
ajbmeb-2980	80	9	analyzed	analyze	VERB
ajbmeb-2980	80	10	and	and	CCONJ
ajbmeb-2980	80	11	compared	compare	VERB
ajbmeb-2980	80	12	,	,	PUNCT
ajbmeb-2980	80	13	and	and	CCONJ
ajbmeb-2980	80	14	conclusions	conclusion	NOUN
ajbmeb-2980	80	15	and	and	CCONJ
ajbmeb-2980	80	16	proposals	proposal	NOUN
ajbmeb-2980	80	17	were	be	AUX
ajbmeb-2980	80	18	developed	develop	VERB
ajbmeb-2980	80	19	based	base	VERB
ajbmeb-2980	80	20	on	on	ADP
ajbmeb-2980	80	21	the	the	DET
ajbmeb-2980	80	22	results	result	NOUN
ajbmeb-2980	80	23	obtained	obtain	VERB
ajbmeb-2980	80	24	from	from	ADP
ajbmeb-2980	80	25	the	the	DET
ajbmeb-2980	80	26	study	study	NOUN
ajbmeb-2980	80	27	.	.	PUNCT
ajbmeb-2980	81	1	analysis	analysis	NOUN
ajbmeb-2980	81	2	and	and	CCONJ
ajbmeb-2980	81	3	discussion	discussion	NOUN
ajbmeb-2980	81	4	of	of	ADP
ajbmeb-2980	81	5	results	result	NOUN
ajbmeb-2980	81	6	the	the	DET
ajbmeb-2980	81	7	importance	importance	NOUN
ajbmeb-2980	81	8	of	of	ADP
ajbmeb-2980	81	9	modern	modern	ADJ
ajbmeb-2980	81	10	asset	asset	NOUN
ajbmeb-2980	81	11	management	management	NOUN
ajbmeb-2980	81	12	methods	method	NOUN
ajbmeb-2980	81	13	in	in	ADP
ajbmeb-2980	81	14	the	the	DET
ajbmeb-2980	81	15	activities	activity	NOUN
ajbmeb-2980	81	16	of	of	ADP
ajbmeb-2980	81	17	commercial	commercial	ADJ
ajbmeb-2980	81	18	banks	bank	NOUN
ajbmeb-2980	81	19	is	be	AUX
ajbmeb-2980	81	20	manifested	manifest	VERB
ajbmeb-2980	81	21	,	,	PUNCT
ajbmeb-2980	81	22	first	first	ADV
ajbmeb-2980	81	23	of	of	ADP
ajbmeb-2980	81	24	all	all	PRON
ajbmeb-2980	81	25	,	,	PUNCT
ajbmeb-2980	81	26	in	in	ADP
ajbmeb-2980	81	27	ensuring	ensure	VERB
ajbmeb-2980	81	28	financial	financial	ADJ
ajbmeb-2980	81	29	stability	stability	NOUN
ajbmeb-2980	81	30	.	.	PUNCT
ajbmeb-2980	82	1	in	in	ADP
ajbmeb-2980	82	2	a	a	DET
ajbmeb-2980	82	3	market	market	NOUN
ajbmeb-2980	82	4	economy	economy	NOUN
ajbmeb-2980	82	5	,	,	PUNCT
ajbmeb-2980	82	6	banks	bank	NOUN
ajbmeb-2980	82	7	are	be	AUX
ajbmeb-2980	82	8	exposed	expose	VERB
ajbmeb-2980	82	9	to	to	ADP
ajbmeb-2980	82	10	various	various	ADJ
ajbmeb-2980	82	11	financial	financial	ADJ
ajbmeb-2980	82	12	risks	risk	NOUN
ajbmeb-2980	82	13	,	,	PUNCT
ajbmeb-2980	82	14	therefore	therefore	ADV
ajbmeb-2980	82	15	,	,	PUNCT
ajbmeb-2980	82	16	proper	proper	ADJ
ajbmeb-2980	82	17	and	and	CCONJ
ajbmeb-2980	82	18	effective	effective	ADJ
ajbmeb-2980	82	19	asset	asset	NOUN
ajbmeb-2980	82	20	management	management	NOUN
ajbmeb-2980	82	21	serves	serve	VERB
ajbmeb-2980	82	22	to	to	PART
ajbmeb-2980	82	23	increase	increase	VERB
ajbmeb-2980	82	24	their	their	PRON
ajbmeb-2980	82	25	longterm	longterm	NOUN
ajbmeb-2980	82	26	competitiveness	competitiveness	NOUN
ajbmeb-2980	82	27	.	.	PUNCT
ajbmeb-2980	83	1	with	with	ADP
ajbmeb-2980	83	2	the	the	DET
ajbmeb-2980	83	3	help	help	NOUN
ajbmeb-2980	83	4	of	of	ADP
ajbmeb-2980	83	5	modern	modern	ADJ
ajbmeb-2980	83	6	management	management	NOUN
ajbmeb-2980	83	7	methods	method	NOUN
ajbmeb-2980	83	8	,	,	PUNCT
ajbmeb-2980	83	9	banks	bank	NOUN
ajbmeb-2980	83	10	quickly	quickly	ADV
ajbmeb-2980	83	11	adapt	adapt	VERB
ajbmeb-2980	83	12	to	to	ADP
ajbmeb-2980	83	13	market	market	NOUN
ajbmeb-2980	83	14	changes	change	NOUN
ajbmeb-2980	83	15	and	and	CCONJ
ajbmeb-2980	83	16	keep	keep	VERB
ajbmeb-2980	83	17	risks	risk	NOUN
ajbmeb-2980	83	18	to	to	ADP
ajbmeb-2980	83	19	a	a	DET
ajbmeb-2980	83	20	minimum	minimum	NOUN
ajbmeb-2980	83	21	.	.	PUNCT
ajbmeb-2980	84	1	secondly	secondly	ADV
ajbmeb-2980	84	2	,	,	PUNCT
ajbmeb-2980	84	3	asset	asset	NOUN
ajbmeb-2980	84	4	management	management	NOUN
ajbmeb-2980	84	5	based	base	VERB
ajbmeb-2980	84	6	on	on	ADP
ajbmeb-2980	84	7	digital	digital	ADJ
ajbmeb-2980	84	8	technologies	technology	NOUN
ajbmeb-2980	84	9	and	and	CCONJ
ajbmeb-2980	84	10	artificial	artificial	ADJ
ajbmeb-2980	84	11	intelligence	intelligence	NOUN
ajbmeb-2980	84	12	improves	improve	VERB
ajbmeb-2980	84	13	the	the	DET
ajbmeb-2980	84	14	quality	quality	NOUN
ajbmeb-2980	84	15	of	of	ADP
ajbmeb-2980	84	16	customer	customer	NOUN
ajbmeb-2980	84	17	service	service	NOUN
ajbmeb-2980	84	18	.	.	PUNCT
ajbmeb-2980	85	1	advanced	advanced	ADJ
ajbmeb-2980	85	2	technologies	technology	NOUN
ajbmeb-2980	85	3	such	such	ADJ
ajbmeb-2980	85	4	as	as	ADP
ajbmeb-2980	85	5	credit	credit	NOUN
ajbmeb-2980	85	6	scoring	scoring	NOUN
ajbmeb-2980	85	7	,	,	PUNCT
ajbmeb-2980	85	8	data	datum	NOUN
ajbmeb-2980	85	9	analytics	analytic	NOUN
ajbmeb-2980	85	10	,	,	PUNCT
ajbmeb-2980	85	11	and	and	CCONJ
ajbmeb-2980	85	12	scenario	scenario	NOUN
ajbmeb-2980	85	13	modeling	modeling	NOUN
ajbmeb-2980	85	14	provide	provide	VERB
ajbmeb-2980	85	15	banks	bank	NOUN
ajbmeb-2980	85	16	with	with	ADP
ajbmeb-2980	85	17	speed	speed	NOUN
ajbmeb-2980	85	18	and	and	CCONJ
ajbmeb-2980	85	19	accuracy	accuracy	NOUN
ajbmeb-2980	85	20	in	in	ADP
ajbmeb-2980	85	21	decision	decision	NOUN
ajbmeb-2980	85	22	-	-	PUNCT
ajbmeb-2980	85	23	making	making	NOUN
ajbmeb-2980	85	24	.	.	PUNCT
ajbmeb-2980	86	1	this	this	PRON
ajbmeb-2980	86	2	makes	make	VERB
ajbmeb-2980	86	3	banks	bank	NOUN
ajbmeb-2980	86	4	'	'	PART
ajbmeb-2980	86	5	loan	loan	NOUN
ajbmeb-2980	86	6	portfolios	portfolio	NOUN
ajbmeb-2980	86	7	healthier	healthy	ADJ
ajbmeb-2980	86	8	,	,	PUNCT
ajbmeb-2980	86	9	reduces	reduce	VERB
ajbmeb-2980	86	10	losses	loss	NOUN
ajbmeb-2980	86	11	,	,	PUNCT
ajbmeb-2980	86	12	and	and	CCONJ
ajbmeb-2980	86	13	helps	help	VERB
ajbmeb-2980	86	14	strengthen	strengthen	VERB
ajbmeb-2980	86	15	relationships	relationship	NOUN
ajbmeb-2980	86	16	with	with	ADP
ajbmeb-2980	86	17	customers	customer	NOUN
ajbmeb-2980	86	18	.	.	PUNCT
ajbmeb-2980	87	1	thirdly	thirdly	ADV
ajbmeb-2980	87	2	,	,	PUNCT
ajbmeb-2980	87	3	systematic	systematic	ADJ
ajbmeb-2980	87	4	approaches	approach	NOUN
ajbmeb-2980	87	5	such	such	ADJ
ajbmeb-2980	87	6	as	as	ADP
ajbmeb-2980	87	7	asset	asset	NOUN
ajbmeb-2980	87	8	and	and	CCONJ
ajbmeb-2980	87	9	liability	liability	NOUN
ajbmeb-2980	87	10	management	management	NOUN
ajbmeb-2980	87	11	(	(	PUNCT
ajbmeb-2980	87	12	alm	alm	NOUN
ajbmeb-2980	87	13	)	)	PUNCT
ajbmeb-2980	87	14	allow	allow	VERB
ajbmeb-2980	87	15	for	for	ADP
ajbmeb-2980	87	16	effective	effective	ADJ
ajbmeb-2980	87	17	management	management	NOUN
ajbmeb-2980	87	18	of	of	ADP
ajbmeb-2980	87	19	liquidity	liquidity	NOUN
ajbmeb-2980	87	20	and	and	CCONJ
ajbmeb-2980	87	21	interest	interest	NOUN
ajbmeb-2980	87	22	rate	rate	NOUN
ajbmeb-2980	87	23	risks	risk	NOUN
ajbmeb-2980	87	24	.	.	PUNCT
ajbmeb-2980	88	1	through	through	ADP
ajbmeb-2980	88	2	these	these	DET
ajbmeb-2980	88	3	methods	method	NOUN
ajbmeb-2980	88	4	,	,	PUNCT
ajbmeb-2980	88	5	banks	bank	NOUN
ajbmeb-2980	88	6	maintain	maintain	VERB
ajbmeb-2980	88	7	the	the	DET
ajbmeb-2980	88	8	ability	ability	NOUN
ajbmeb-2980	88	9	to	to	PART
ajbmeb-2980	88	10	meet	meet	VERB
ajbmeb-2980	88	11	their	their	PRON
ajbmeb-2980	88	12	obligations	obligation	NOUN
ajbmeb-2980	88	13	on	on	ADP
ajbmeb-2980	88	14	time	time	NOUN
ajbmeb-2980	88	15	and	and	CCONJ
ajbmeb-2980	88	16	ensure	ensure	VERB
ajbmeb-2980	88	17	a	a	DET
ajbmeb-2980	88	18	constant	constant	ADJ
ajbmeb-2980	88	19	flow	flow	NOUN
ajbmeb-2980	88	20	of	of	ADP
ajbmeb-2980	88	21	funds	fund	NOUN
ajbmeb-2980	88	22	in	in	ADP
ajbmeb-2980	88	23	the	the	DET
ajbmeb-2980	88	24	lending	lending	NOUN
ajbmeb-2980	88	25	process	process	NOUN
ajbmeb-2980	88	26	.	.	PUNCT
ajbmeb-2980	89	1	as	as	ADP
ajbmeb-2980	89	2	a	a	DET
ajbmeb-2980	89	3	result	result	NOUN
ajbmeb-2980	89	4	,	,	PUNCT
ajbmeb-2980	89	5	financial	financial	ADJ
ajbmeb-2980	89	6	stability	stability	NOUN
ajbmeb-2980	89	7	increases	increase	VERB
ajbmeb-2980	89	8	and	and	CCONJ
ajbmeb-2980	89	9	the	the	DET
ajbmeb-2980	89	10	confidence	confidence	NOUN
ajbmeb-2980	89	11	of	of	ADP
ajbmeb-2980	89	12	investors	investor	NOUN
ajbmeb-2980	89	13	and	and	CCONJ
ajbmeb-2980	89	14	depositors	depositor	NOUN
ajbmeb-2980	89	15	is	be	AUX
ajbmeb-2980	89	16	strengthened	strengthen	VERB
ajbmeb-2980	89	17	.	.	PUNCT
ajbmeb-2980	90	1	fourth	fourth	ADV
ajbmeb-2980	90	2	,	,	PUNCT
ajbmeb-2980	90	3	the	the	DET
ajbmeb-2980	90	4	possibility	possibility	NOUN
ajbmeb-2980	90	5	of	of	ADP
ajbmeb-2980	90	6	reducing	reduce	VERB
ajbmeb-2980	90	7	risks	risk	NOUN
ajbmeb-2980	90	8	increases	increase	NOUN
ajbmeb-2980	90	9	through	through	ADP
ajbmeb-2980	90	10	diversification	diversification	NOUN
ajbmeb-2980	90	11	strategies	strategy	NOUN
ajbmeb-2980	90	12	.	.	PUNCT
ajbmeb-2980	91	1	based	base	VERB
ajbmeb-2980	91	2	on	on	ADP
ajbmeb-2980	91	3	modern	modern	ADJ
ajbmeb-2980	91	4	portfolio	portfolio	NOUN
ajbmeb-2980	91	5	theory	theory	NOUN
ajbmeb-2980	91	6	,	,	PUNCT
ajbmeb-2980	91	7	banks	bank	NOUN
ajbmeb-2980	91	8	distribute	distribute	VERB
ajbmeb-2980	91	9	investments	investment	NOUN
ajbmeb-2980	91	10	across	across	ADP
ajbmeb-2980	91	11	different	different	ADJ
ajbmeb-2980	91	12	geographical	geographical	ADJ
ajbmeb-2980	91	13	regions	region	NOUN
ajbmeb-2980	91	14	,	,	PUNCT
ajbmeb-2980	91	15	industries	industry	NOUN
ajbmeb-2980	91	16	and	and	CCONJ
ajbmeb-2980	91	17	financial	financial	ADJ
ajbmeb-2980	91	18	instruments	instrument	NOUN
ajbmeb-2980	91	19	.	.	PUNCT
ajbmeb-2980	92	1	this	this	PRON
ajbmeb-2980	92	2	allows	allow	VERB
ajbmeb-2980	92	3	banks	bank	NOUN
ajbmeb-2980	92	4	to	to	PART
ajbmeb-2980	92	5	strengthen	strengthen	VERB
ajbmeb-2980	92	6	their	their	PRON
ajbmeb-2980	92	7	financial	financial	ADJ
ajbmeb-2980	92	8	position	position	NOUN
ajbmeb-2980	92	9	even	even	ADV
ajbmeb-2980	92	10	in	in	ADP
ajbmeb-2980	92	11	the	the	DET
ajbmeb-2980	92	12	event	event	NOUN
ajbmeb-2980	92	13	of	of	ADP
ajbmeb-2980	92	14	economic	economic	ADJ
ajbmeb-2980	92	15	downturns	downturn	NOUN
ajbmeb-2980	92	16	or	or	CCONJ
ajbmeb-2980	92	17	sectoral	sectoral	ADJ
ajbmeb-2980	92	18	crises	crisis	NOUN
ajbmeb-2980	92	19	.	.	PUNCT
ajbmeb-2980	93	1	fifth	fifth	ADJ
ajbmeb-2980	93	2	,	,	PUNCT
ajbmeb-2980	93	3	banks	bank	NOUN
ajbmeb-2980	93	4	are	be	AUX
ajbmeb-2980	93	5	focusing	focus	VERB
ajbmeb-2980	93	6	on	on	ADP
ajbmeb-2980	93	7	asset	asset	NOUN
ajbmeb-2980	93	8	management	management	NOUN
ajbmeb-2980	93	9	based	base	VERB
ajbmeb-2980	93	10	on	on	ADP
ajbmeb-2980	93	11	esg	esg	PROPN
ajbmeb-2980	93	12	(	(	PUNCT
ajbmeb-2980	93	13	environmental	environmental	ADJ
ajbmeb-2980	93	14	,	,	PUNCT
ajbmeb-2980	93	15	social	social	ADJ
ajbmeb-2980	93	16	and	and	CCONJ
ajbmeb-2980	93	17	corporate	corporate	ADJ
ajbmeb-2980	93	18	governance	governance	NOUN
ajbmeb-2980	93	19	)	)	PUNCT
ajbmeb-2980	93	20	criteria	criterion	NOUN
ajbmeb-2980	93	21	to	to	PART
ajbmeb-2980	93	22	achieve	achieve	VERB
ajbmeb-2980	93	23	sustainable	sustainable	ADJ
ajbmeb-2980	93	24	development	development	NOUN
ajbmeb-2980	93	25	.	.	PUNCT
ajbmeb-2980	94	1	this	this	PRON
ajbmeb-2980	94	2	not	not	PART
ajbmeb-2980	94	3	only	only	ADV
ajbmeb-2980	94	4	increases	increase	VERB
ajbmeb-2980	94	5	social	social	ADJ
ajbmeb-2980	94	6	responsibility	responsibility	NOUN
ajbmeb-2980	94	7	,	,	PUNCT
ajbmeb-2980	94	8	but	but	CCONJ
ajbmeb-2980	94	9	also	also	ADV
ajbmeb-2980	94	10	improves	improve	VERB
ajbmeb-2980	94	11	the	the	DET
ajbmeb-2980	94	12	image	image	NOUN
ajbmeb-2980	94	13	of	of	ADP
ajbmeb-2980	94	14	the	the	DET
ajbmeb-2980	94	15	bank	bank	NOUN
ajbmeb-2980	94	16	in	in	ADP
ajbmeb-2980	94	17	international	international	ADJ
ajbmeb-2980	94	18	financial	financial	ADJ
ajbmeb-2980	94	19	markets	market	NOUN
ajbmeb-2980	94	20	.	.	PUNCT
ajbmeb-2980	95	1	as	as	ADP
ajbmeb-2980	95	2	a	a	DET
ajbmeb-2980	95	3	result	result	NOUN
ajbmeb-2980	95	4	,	,	PUNCT
ajbmeb-2980	95	5	banks	bank	NOUN
ajbmeb-2980	95	6	achieve	achieve	VERB
ajbmeb-2980	95	7	long	long	ADJ
ajbmeb-2980	95	8	-	-	PUNCT
ajbmeb-2980	95	9	term	term	NOUN
ajbmeb-2980	95	10	and	and	CCONJ
ajbmeb-2980	95	11	reliable	reliable	ADJ
ajbmeb-2980	95	12	financial	financial	ADJ
ajbmeb-2980	95	13	results	result	NOUN
ajbmeb-2980	95	14	,	,	PUNCT
ajbmeb-2980	95	15	adhering	adhere	VERB
ajbmeb-2980	95	16	to	to	ADP
ajbmeb-2980	95	17	the	the	DET
ajbmeb-2980	95	18	principles	principle	NOUN
ajbmeb-2980	95	19	of	of	ADP
ajbmeb-2980	95	20	environmental	environmental	ADJ
ajbmeb-2980	95	21	and	and	CCONJ
ajbmeb-2980	95	22	social	social	ADJ
ajbmeb-2980	95	23	sustainability	sustainability	NOUN
ajbmeb-2980	95	24	.	.	PUNCT
ajbmeb-2980	96	1	8	8	NUM
ajbmeb-2980	96	2	shin	shin	NOUN
ajbmeb-2980	96	3	,	,	PUNCT
ajbmeb-2980	96	4	h.	h.	PROPN
ajbmeb-2980	96	5	s.	s.	PROPN
ajbmeb-2980	96	6	(	(	PUNCT
ajbmeb-2980	96	7	2023	2023	NUM
ajbmeb-2980	96	8	)	)	PUNCT
ajbmeb-2980	96	9	.	.	PUNCT
ajbmeb-2980	97	1	"	"	PUNCT
ajbmeb-2980	97	2	global	global	ADJ
ajbmeb-2980	97	3	banking	banking	NOUN
ajbmeb-2980	97	4	amid	amid	ADP
ajbmeb-2980	97	5	geopolitical	geopolitical	ADJ
ajbmeb-2980	97	6	tensions	tension	NOUN
ajbmeb-2980	97	7	:	:	PUNCT
ajbmeb-2980	97	8	managing	manage	VERB
ajbmeb-2980	97	9	cross	cross	ADJ
ajbmeb-2980	97	10	-	-	ADJ
ajbmeb-2980	97	11	border	border	ADJ
ajbmeb-2980	97	12	assets	asset	NOUN
ajbmeb-2980	97	13	in	in	ADP
ajbmeb-2980	97	14	a	a	DET
ajbmeb-2980	97	15	fragmented	fragmented	ADJ
ajbmeb-2980	97	16	world	world	NOUN
ajbmeb-2980	97	17	.	.	PUNCT
ajbmeb-2980	97	18	"	"	PUNCT
ajbmeb-2980	97	19	bis	bis	PROPN
ajbmeb-2980	97	20	working	working	NOUN
ajbmeb-2980	97	21	papers	paper	NOUN
ajbmeb-2980	97	22	,	,	PUNCT
ajbmeb-2980	97	23	no	no	INTJ
ajbmeb-2980	97	24	.	.	NOUN
ajbmeb-2980	97	25	1089	1089	NUM
ajbmeb-2980	97	26	.	.	PUNCT
ajbmeb-2980	98	1	https://www.bis.org/publ/work1089.pdf	https://www.bis.org/publ/work1089.pdf	PROPN
ajbmeb-2980	98	2	9	9	NUM
ajbmeb-2980	98	3	engle	engle	PROPN
ajbmeb-2980	98	4	,	,	PUNCT
ajbmeb-2980	98	5	r.	r.	PROPN
ajbmeb-2980	98	6	,	,	PUNCT
ajbmeb-2980	98	7	giglio	giglio	PROPN
ajbmeb-2980	98	8	,	,	PUNCT
ajbmeb-2980	98	9	s.	s.	PROPN
ajbmeb-2980	98	10	,	,	PUNCT
ajbmeb-2980	98	11	kelly	kelly	PROPN
ajbmeb-2980	98	12	,	,	PUNCT
ajbmeb-2980	98	13	b.	b.	PROPN
ajbmeb-2980	98	14	,	,	PUNCT
ajbmeb-2980	98	15	lee	lee	PROPN
ajbmeb-2980	98	16	,	,	PUNCT
ajbmeb-2980	98	17	h.	h.	PROPN
ajbmeb-2980	98	18	,	,	PUNCT
ajbmeb-2980	98	19	&	&	CCONJ
ajbmeb-2980	98	20	stroebel	stroebel	PROPN
ajbmeb-2980	98	21	,	,	PUNCT
ajbmeb-2980	98	22	j.	j.	PROPN
ajbmeb-2980	98	23	(	(	PUNCT
ajbmeb-2980	98	24	2023	2023	NUM
ajbmeb-2980	98	25	)	)	PUNCT
ajbmeb-2980	98	26	.	.	PUNCT
ajbmeb-2980	99	1	"	"	PUNCT
ajbmeb-2980	99	2	hedging	hedge	VERB
ajbmeb-2980	99	3	climate	climate	NOUN
ajbmeb-2980	99	4	change	change	NOUN
ajbmeb-2980	99	5	news	news	NOUN
ajbmeb-2980	99	6	.	.	PUNCT
ajbmeb-2980	99	7	"	"	PUNCT
ajbmeb-2980	100	1	the	the	DET
ajbmeb-2980	100	2	review	review	NOUN
ajbmeb-2980	100	3	of	of	ADP
ajbmeb-2980	100	4	financial	financial	ADJ
ajbmeb-2980	100	5	studies	study	NOUN
ajbmeb-2980	100	6	,	,	PUNCT
ajbmeb-2980	100	7	36(3	36(3	NOUN
ajbmeb-2980	100	8	)	)	PUNCT
ajbmeb-2980	100	9	,	,	PUNCT
ajbmeb-2980	100	10	1306	1306	NUM
ajbmeb-2980	100	11	-	-	SYM
ajbmeb-2980	100	12	1351	1351	NUM
ajbmeb-2980	100	13	.	.	PUNCT
ajbmeb-2980	101	1	https://academic.oup.com/rfs/article/36/3/1306/6324617	https://academic.oup.com/rfs/article/36/3/1306/6324617	ADJ
ajbmeb-2980	101	2	https://www.bis.org/publ/work1089.pdf	https://www.bis.org/publ/work1089.pdf	PROPN
ajbmeb-2980	101	3	https://academic.oup.com/rfs/article/36/3/1306/6324617	https://academic.oup.com/rfs/article/36/3/1306/6324617	PROPN
ajbmeb-2980	101	4	american	american	ADJ
ajbmeb-2980	101	5	journal	journal	PROPN
ajbmeb-2980	101	6	of	of	ADP
ajbmeb-2980	101	7	business	business	NOUN
ajbmeb-2980	101	8	management	management	NOUN
ajbmeb-2980	101	9	,	,	PUNCT
ajbmeb-2980	101	10	economics	economic	NOUN
ajbmeb-2980	101	11	and	and	CCONJ
ajbmeb-2980	101	12	banking	banking	NOUN
ajbmeb-2980	101	13	volume	volume	NOUN
ajbmeb-2980	101	14	37	37	NUM
ajbmeb-2980	101	15	june2025	june2025	PROPN
ajbmeb-2980	101	16	p	p	NOUN
ajbmeb-2980	101	17	a	a	DET
ajbmeb-2980	101	18	g	g	NOUN
ajbmeb-2980	101	19	e	e	NOUN
ajbmeb-2980	101	20	|	|	ADV
ajbmeb-2980	101	21	16	16	NUM
ajbmeb-2980	101	22	www.americanjournal.org	www.americanjournal.org	NOUN
ajbmeb-2980	101	23	table	table	NOUN
ajbmeb-2980	101	24	1	1	NUM
ajbmeb-2980	101	25	modern	modern	ADJ
ajbmeb-2980	101	26	methods	method	NOUN
ajbmeb-2980	101	27	of	of	ADP
ajbmeb-2980	101	28	asset	asset	NOUN
ajbmeb-2980	101	29	management	management	NOUN
ajbmeb-2980	101	30	of	of	ADP
ajbmeb-2980	101	31	commercial	commercial	ADJ
ajbmeb-2980	101	32	banks	bank	NOUN
ajbmeb-2980	101	33	№	№	ADV
ajbmeb-2980	101	34	modern	modern	ADJ
ajbmeb-2980	101	35	approach	approach	NOUN
ajbmeb-2980	101	36	description	description	NOUN
ajbmeb-2980	101	37	importance	importance	NOUN
ajbmeb-2980	101	38	1	1	NUM
ajbmeb-2980	101	39	asset	asset	NOUN
ajbmeb-2980	101	40	and	and	CCONJ
ajbmeb-2980	101	41	liability	liability	NOUN
ajbmeb-2980	101	42	management	management	NOUN
ajbmeb-2980	101	43	(	(	PUNCT
ajbmeb-2980	101	44	alm	alm	NOUN
ajbmeb-2980	101	45	)	)	PUNCT
ajbmeb-2980	101	46	ensuring	ensure	VERB
ajbmeb-2980	101	47	the	the	DET
ajbmeb-2980	101	48	compatibility	compatibility	NOUN
ajbmeb-2980	101	49	of	of	ADP
ajbmeb-2980	101	50	asset	asset	NOUN
ajbmeb-2980	101	51	and	and	CCONJ
ajbmeb-2980	101	52	liability	liability	NOUN
ajbmeb-2980	101	53	terms	term	NOUN
ajbmeb-2980	101	54	and	and	CCONJ
ajbmeb-2980	101	55	interest	interest	NOUN
ajbmeb-2980	101	56	rates	rate	NOUN
ajbmeb-2980	101	57	.	.	PUNCT
ajbmeb-2980	102	1	increasing	increase	VERB
ajbmeb-2980	102	2	financial	financial	ADJ
ajbmeb-2980	102	3	stability	stability	NOUN
ajbmeb-2980	102	4	and	and	CCONJ
ajbmeb-2980	102	5	reducing	reduce	VERB
ajbmeb-2980	102	6	interest	interest	NOUN
ajbmeb-2980	102	7	rate	rate	NOUN
ajbmeb-2980	102	8	risk	risk	NOUN
ajbmeb-2980	102	9	.	.	PUNCT
ajbmeb-2980	103	1	2	2	NUM
ajbmeb-2980	103	2	portfolio	portfolio	NOUN
ajbmeb-2980	103	3	diversification	diversification	NOUN
ajbmeb-2980	103	4	allocation	allocation	NOUN
ajbmeb-2980	103	5	of	of	ADP
ajbmeb-2980	103	6	assets	asset	NOUN
ajbmeb-2980	103	7	across	across	ADP
ajbmeb-2980	103	8	sectors	sector	NOUN
ajbmeb-2980	103	9	,	,	PUNCT
ajbmeb-2980	103	10	regions	region	NOUN
ajbmeb-2980	103	11	and	and	CCONJ
ajbmeb-2980	103	12	financial	financial	ADJ
ajbmeb-2980	103	13	instruments	instrument	NOUN
ajbmeb-2980	103	14	.	.	PUNCT
ajbmeb-2980	104	1	reducing	reduce	VERB
ajbmeb-2980	104	2	risks	risk	NOUN
ajbmeb-2980	104	3	and	and	CCONJ
ajbmeb-2980	104	4	stabilizing	stabilize	VERB
ajbmeb-2980	104	5	income	income	NOUN
ajbmeb-2980	104	6	.	.	PUNCT
ajbmeb-2980	105	1	3	3	NUM
ajbmeb-2980	105	2	technological	technological	ADJ
ajbmeb-2980	105	3	innovations	innovation	NOUN
ajbmeb-2980	105	4	management	management	NOUN
ajbmeb-2980	105	5	through	through	ADP
ajbmeb-2980	105	6	big	big	ADJ
ajbmeb-2980	105	7	data	datum	NOUN
ajbmeb-2980	105	8	,	,	PUNCT
ajbmeb-2980	105	9	artificial	artificial	ADJ
ajbmeb-2980	105	10	intelligence	intelligence	NOUN
ajbmeb-2980	105	11	and	and	CCONJ
ajbmeb-2980	105	12	blockchain	blockchain	PROPN
ajbmeb-2980	105	13	technologies	technology	NOUN
ajbmeb-2980	105	14	.	.	PUNCT
ajbmeb-2980	106	1	making	make	VERB
ajbmeb-2980	106	2	quick	quick	ADJ
ajbmeb-2980	106	3	and	and	CCONJ
ajbmeb-2980	106	4	accurate	accurate	ADJ
ajbmeb-2980	106	5	decisions	decision	NOUN
ajbmeb-2980	106	6	,	,	PUNCT
ajbmeb-2980	106	7	providing	provide	VERB
ajbmeb-2980	106	8	quality	quality	NOUN
ajbmeb-2980	106	9	customer	customer	NOUN
ajbmeb-2980	106	10	service	service	NOUN
ajbmeb-2980	106	11	.	.	PUNCT
ajbmeb-2980	107	1	4	4	NUM
ajbmeb-2980	107	2	liquidity	liquidity	NOUN
ajbmeb-2980	107	3	management	management	NOUN
ajbmeb-2980	107	4	formation	formation	NOUN
ajbmeb-2980	107	5	of	of	ADP
ajbmeb-2980	107	6	a	a	DET
ajbmeb-2980	107	7	portfolio	portfolio	NOUN
ajbmeb-2980	107	8	of	of	ADP
ajbmeb-2980	107	9	assets	asset	NOUN
ajbmeb-2980	107	10	that	that	PRON
ajbmeb-2980	107	11	can	can	AUX
ajbmeb-2980	107	12	be	be	AUX
ajbmeb-2980	107	13	converted	convert	VERB
ajbmeb-2980	107	14	into	into	ADP
ajbmeb-2980	107	15	cash	cash	NOUN
ajbmeb-2980	107	16	in	in	ADP
ajbmeb-2980	107	17	the	the	DET
ajbmeb-2980	107	18	short	short	ADJ
ajbmeb-2980	107	19	term	term	NOUN
ajbmeb-2980	107	20	.	.	PUNCT
ajbmeb-2980	108	1	maintaining	maintain	VERB
ajbmeb-2980	108	2	solvency	solvency	NOUN
ajbmeb-2980	108	3	and	and	CCONJ
ajbmeb-2980	108	4	reducing	reduce	VERB
ajbmeb-2980	108	5	liquidity	liquidity	NOUN
ajbmeb-2980	108	6	risks	risk	NOUN
ajbmeb-2980	108	7	.	.	PUNCT
ajbmeb-2980	109	1	5	5	NUM
ajbmeb-2980	109	2	stress	stress	NOUN
ajbmeb-2980	109	3	testing	testing	NOUN
ajbmeb-2980	109	4	and	and	CCONJ
ajbmeb-2980	109	5	scenario	scenario	NOUN
ajbmeb-2980	109	6	analysis	analysis	NOUN
ajbmeb-2980	109	7	scenario	scenario	NOUN
ajbmeb-2980	109	8	analysis	analysis	NOUN
ajbmeb-2980	109	9	to	to	PART
ajbmeb-2980	109	10	assess	assess	VERB
ajbmeb-2980	109	11	resilience	resilience	NOUN
ajbmeb-2980	109	12	to	to	ADP
ajbmeb-2980	109	13	macroeconomic	macroeconomic	ADJ
ajbmeb-2980	109	14	shocks	shock	NOUN
ajbmeb-2980	109	15	.	.	PUNCT
ajbmeb-2980	110	1	increasing	increase	VERB
ajbmeb-2980	110	2	the	the	DET
ajbmeb-2980	110	3	stability	stability	NOUN
ajbmeb-2980	110	4	of	of	ADP
ajbmeb-2980	110	5	the	the	DET
ajbmeb-2980	110	6	bank	bank	NOUN
ajbmeb-2980	110	7	and	and	CCONJ
ajbmeb-2980	110	8	the	the	DET
ajbmeb-2980	110	9	ability	ability	NOUN
ajbmeb-2980	110	10	to	to	PART
ajbmeb-2980	110	11	take	take	VERB
ajbmeb-2980	110	12	rapid	rapid	ADJ
ajbmeb-2980	110	13	measures	measure	NOUN
ajbmeb-2980	110	14	in	in	ADP
ajbmeb-2980	110	15	crisis	crisis	NOUN
ajbmeb-2980	110	16	situations	situation	NOUN
ajbmeb-2980	110	17	.	.	PUNCT
ajbmeb-2980	111	1	6	6	NUM
ajbmeb-2980	111	2	esg	esg	NOUN
ajbmeb-2980	111	3	-	-	PUNCT
ajbmeb-2980	111	4	based	base	VERB
ajbmeb-2980	111	5	management	management	NOUN
ajbmeb-2980	111	6	asset	asset	NOUN
ajbmeb-2980	111	7	management	management	NOUN
ajbmeb-2980	111	8	in	in	ADP
ajbmeb-2980	111	9	accordance	accordance	NOUN
ajbmeb-2980	111	10	with	with	ADP
ajbmeb-2980	111	11	environmental	environmental	ADJ
ajbmeb-2980	111	12	,	,	PUNCT
ajbmeb-2980	111	13	social	social	ADJ
ajbmeb-2980	111	14	and	and	CCONJ
ajbmeb-2980	111	15	governance	governance	NOUN
ajbmeb-2980	111	16	principles	principle	NOUN
ajbmeb-2980	111	17	.	.	PUNCT
ajbmeb-2980	112	1	ensuring	ensure	VERB
ajbmeb-2980	112	2	sustainable	sustainable	ADJ
ajbmeb-2980	112	3	development	development	NOUN
ajbmeb-2980	112	4	and	and	CCONJ
ajbmeb-2980	112	5	improving	improve	VERB
ajbmeb-2980	112	6	the	the	DET
ajbmeb-2980	112	7	image	image	NOUN
ajbmeb-2980	112	8	of	of	ADP
ajbmeb-2980	112	9	the	the	DET
ajbmeb-2980	112	10	bank	bank	NOUN
ajbmeb-2980	112	11	.	.	PUNCT
ajbmeb-2980	113	1	commercial	commercial	ADJ
ajbmeb-2980	113	2	banks	bank	NOUN
ajbmeb-2980	113	3	widely	widely	ADV
ajbmeb-2980	113	4	use	use	VERB
ajbmeb-2980	113	5	asset	asset	NOUN
ajbmeb-2980	113	6	and	and	CCONJ
ajbmeb-2980	113	7	liability	liability	NOUN
ajbmeb-2980	113	8	management	management	NOUN
ajbmeb-2980	113	9	(	(	PUNCT
ajbmeb-2980	113	10	alm	alm	NOUN
ajbmeb-2980	113	11	)	)	PUNCT
ajbmeb-2980	113	12	to	to	PART
ajbmeb-2980	113	13	ensure	ensure	VERB
ajbmeb-2980	113	14	a	a	DET
ajbmeb-2980	113	15	balance	balance	NOUN
ajbmeb-2980	113	16	between	between	ADP
ajbmeb-2980	113	17	their	their	PRON
ajbmeb-2980	113	18	assets	asset	NOUN
ajbmeb-2980	113	19	and	and	CCONJ
ajbmeb-2980	113	20	liabilities	liability	NOUN
ajbmeb-2980	113	21	.	.	PUNCT
ajbmeb-2980	114	1	in	in	ADP
ajbmeb-2980	114	2	this	this	DET
ajbmeb-2980	114	3	method	method	NOUN
ajbmeb-2980	114	4	,	,	PUNCT
ajbmeb-2980	114	5	banks	bank	NOUN
ajbmeb-2980	114	6	adjust	adjust	VERB
ajbmeb-2980	114	7	the	the	DET
ajbmeb-2980	114	8	maturity	maturity	NOUN
ajbmeb-2980	114	9	,	,	PUNCT
ajbmeb-2980	114	10	interest	interest	NOUN
ajbmeb-2980	114	11	rates	rate	NOUN
ajbmeb-2980	114	12	,	,	PUNCT
ajbmeb-2980	114	13	and	and	CCONJ
ajbmeb-2980	114	14	liquidity	liquidity	NOUN
ajbmeb-2980	114	15	characteristics	characteristic	NOUN
ajbmeb-2980	114	16	of	of	ADP
ajbmeb-2980	114	17	assets	asset	NOUN
ajbmeb-2980	114	18	and	and	CCONJ
ajbmeb-2980	114	19	liabilities	liability	NOUN
ajbmeb-2980	114	20	.	.	PUNCT
ajbmeb-2980	115	1	interest	interest	NOUN
ajbmeb-2980	115	2	rate	rate	NOUN
ajbmeb-2980	115	3	and	and	CCONJ
ajbmeb-2980	115	4	liquidity	liquidity	NOUN
ajbmeb-2980	115	5	risks	risk	NOUN
ajbmeb-2980	115	6	are	be	AUX
ajbmeb-2980	115	7	controlled	control	VERB
ajbmeb-2980	115	8	using	use	VERB
ajbmeb-2980	115	9	modern	modern	ADJ
ajbmeb-2980	115	10	tools	tool	NOUN
ajbmeb-2980	115	11	such	such	ADJ
ajbmeb-2980	115	12	as	as	ADP
ajbmeb-2980	115	13	gap	gap	NOUN
ajbmeb-2980	115	14	analysis	analysis	NOUN
ajbmeb-2980	115	15	and	and	CCONJ
ajbmeb-2980	115	16	duration	duration	NOUN
ajbmeb-2980	115	17	analysis	analysis	NOUN
ajbmeb-2980	115	18	.	.	PUNCT
ajbmeb-2980	116	1	the	the	DET
ajbmeb-2980	116	2	alm	alm	NOUN
ajbmeb-2980	116	3	method	method	NOUN
ajbmeb-2980	116	4	allows	allow	VERB
ajbmeb-2980	116	5	the	the	DET
ajbmeb-2980	116	6	bank	bank	NOUN
ajbmeb-2980	116	7	to	to	PART
ajbmeb-2980	116	8	adapt	adapt	VERB
ajbmeb-2980	116	9	to	to	ADP
ajbmeb-2980	116	10	changing	change	VERB
ajbmeb-2980	116	11	economic	economic	ADJ
ajbmeb-2980	116	12	conditions	condition	NOUN
ajbmeb-2980	116	13	and	and	CCONJ
ajbmeb-2980	116	14	maintain	maintain	VERB
ajbmeb-2980	116	15	stability	stability	NOUN
ajbmeb-2980	116	16	even	even	ADV
ajbmeb-2980	116	17	in	in	ADP
ajbmeb-2980	116	18	stressful	stressful	ADJ
ajbmeb-2980	116	19	situations	situation	NOUN
ajbmeb-2980	116	20	.	.	PUNCT
ajbmeb-2980	117	1	the	the	DET
ajbmeb-2980	117	2	main	main	ADJ
ajbmeb-2980	117	3	advantage	advantage	NOUN
ajbmeb-2980	117	4	is	be	AUX
ajbmeb-2980	117	5	that	that	SCONJ
ajbmeb-2980	117	6	the	the	DET
ajbmeb-2980	117	7	bank	bank	NOUN
ajbmeb-2980	117	8	constantly	constantly	ADV
ajbmeb-2980	117	9	monitors	monitor	VERB
ajbmeb-2980	117	10	its	its	PRON
ajbmeb-2980	117	11	financial	financial	ADJ
ajbmeb-2980	117	12	condition	condition	NOUN
ajbmeb-2980	117	13	,	,	PUNCT
ajbmeb-2980	117	14	reduces	reduce	VERB
ajbmeb-2980	117	15	risks	risk	NOUN
ajbmeb-2980	117	16	,	,	PUNCT
ajbmeb-2980	117	17	and	and	CCONJ
ajbmeb-2980	117	18	optimizes	optimize	VERB
ajbmeb-2980	117	19	profit	profit	NOUN
ajbmeb-2980	117	20	margins	margin	NOUN
ajbmeb-2980	117	21	.	.	PUNCT
ajbmeb-2980	118	1	diversification	diversification	NOUN
ajbmeb-2980	118	2	is	be	AUX
ajbmeb-2980	118	3	one	one	NUM
ajbmeb-2980	118	4	of	of	ADP
ajbmeb-2980	118	5	the	the	DET
ajbmeb-2980	118	6	most	most	ADV
ajbmeb-2980	118	7	important	important	ADJ
ajbmeb-2980	118	8	risk	risk	NOUN
ajbmeb-2980	118	9	management	management	NOUN
ajbmeb-2980	118	10	tools	tool	NOUN
ajbmeb-2980	118	11	of	of	ADP
ajbmeb-2980	118	12	commercial	commercial	ADJ
ajbmeb-2980	118	13	banks	bank	NOUN
ajbmeb-2980	118	14	.	.	PUNCT
ajbmeb-2980	119	1	banks	bank	NOUN
ajbmeb-2980	119	2	distribute	distribute	VERB
ajbmeb-2980	119	3	their	their	PRON
ajbmeb-2980	119	4	loan	loan	NOUN
ajbmeb-2980	119	5	portfolios	portfolio	NOUN
ajbmeb-2980	119	6	,	,	PUNCT
ajbmeb-2980	119	7	investment	investment	NOUN
ajbmeb-2980	119	8	assets	asset	NOUN
ajbmeb-2980	119	9	,	,	PUNCT
ajbmeb-2980	119	10	and	and	CCONJ
ajbmeb-2980	119	11	other	other	ADJ
ajbmeb-2980	119	12	financial	financial	ADJ
ajbmeb-2980	119	13	instruments	instrument	NOUN
ajbmeb-2980	119	14	across	across	ADP
ajbmeb-2980	119	15	different	different	ADJ
ajbmeb-2980	119	16	sectors	sector	NOUN
ajbmeb-2980	119	17	,	,	PUNCT
ajbmeb-2980	119	18	geographic	geographic	ADJ
ajbmeb-2980	119	19	regions	region	NOUN
ajbmeb-2980	119	20	,	,	PUNCT
ajbmeb-2980	119	21	and	and	CCONJ
ajbmeb-2980	119	22	financial	financial	ADJ
ajbmeb-2980	119	23	instruments	instrument	NOUN
ajbmeb-2980	119	24	.	.	PUNCT
ajbmeb-2980	120	1	this	this	DET
ajbmeb-2980	120	2	method	method	NOUN
ajbmeb-2980	120	3	ensures	ensure	VERB
ajbmeb-2980	120	4	that	that	PRON
ajbmeb-2980	120	5	factors	factor	NOUN
ajbmeb-2980	120	6	such	such	ADJ
ajbmeb-2980	120	7	as	as	ADP
ajbmeb-2980	120	8	macroeconomic	macroeconomic	ADJ
ajbmeb-2980	120	9	shocks	shock	NOUN
ajbmeb-2980	120	10	,	,	PUNCT
ajbmeb-2980	120	11	industry	industry	NOUN
ajbmeb-2980	120	12	crises	crisis	NOUN
ajbmeb-2980	120	13	,	,	PUNCT
ajbmeb-2980	120	14	or	or	CCONJ
ajbmeb-2980	120	15	political	political	ADJ
ajbmeb-2980	120	16	instability	instability	NOUN
ajbmeb-2980	120	17	have	have	VERB
ajbmeb-2980	120	18	a	a	DET
ajbmeb-2980	120	19	lesser	less	ADJ
ajbmeb-2980	120	20	impact	impact	NOUN
ajbmeb-2980	120	21	on	on	ADP
ajbmeb-2980	120	22	the	the	DET
ajbmeb-2980	120	23	bank	bank	NOUN
ajbmeb-2980	120	24	's	's	PART
ajbmeb-2980	120	25	operations	operation	NOUN
ajbmeb-2980	120	26	.	.	PUNCT
ajbmeb-2980	121	1	diversification	diversification	NOUN
ajbmeb-2980	121	2	reduces	reduce	VERB
ajbmeb-2980	121	3	risk	risk	NOUN
ajbmeb-2980	121	4	and	and	CCONJ
ajbmeb-2980	121	5	increases	increase	VERB
ajbmeb-2980	121	6	sources	source	NOUN
ajbmeb-2980	121	7	of	of	ADP
ajbmeb-2980	121	8	income	income	NOUN
ajbmeb-2980	121	9	,	,	PUNCT
ajbmeb-2980	121	10	stabilizes	stabilize	VERB
ajbmeb-2980	121	11	the	the	DET
ajbmeb-2980	121	12	bank	bank	NOUN
ajbmeb-2980	121	13	's	's	PART
ajbmeb-2980	121	14	cash	cash	NOUN
ajbmeb-2980	121	15	flows	flow	NOUN
ajbmeb-2980	121	16	,	,	PUNCT
ajbmeb-2980	121	17	and	and	CCONJ
ajbmeb-2980	121	18	stimulates	stimulate	VERB
ajbmeb-2980	121	19	long	long	ADJ
ajbmeb-2980	121	20	-	-	PUNCT
ajbmeb-2980	121	21	term	term	NOUN
ajbmeb-2980	121	22	growth	growth	NOUN
ajbmeb-2980	121	23	.	.	PUNCT
ajbmeb-2980	122	1	in	in	ADP
ajbmeb-2980	122	2	recent	recent	ADJ
ajbmeb-2980	122	3	years	year	NOUN
ajbmeb-2980	122	4	,	,	PUNCT
ajbmeb-2980	122	5	commercial	commercial	ADJ
ajbmeb-2980	122	6	banks	bank	NOUN
ajbmeb-2980	122	7	have	have	AUX
ajbmeb-2980	122	8	begun	begin	VERB
ajbmeb-2980	122	9	to	to	PART
ajbmeb-2980	122	10	widely	widely	ADV
ajbmeb-2980	122	11	use	use	VERB
ajbmeb-2980	122	12	technological	technological	ADJ
ajbmeb-2980	122	13	innovations	innovation	NOUN
ajbmeb-2980	122	14	in	in	ADP
ajbmeb-2980	122	15	asset	asset	NOUN
ajbmeb-2980	122	16	management	management	NOUN
ajbmeb-2980	122	17	,	,	PUNCT
ajbmeb-2980	122	18	in	in	ADP
ajbmeb-2980	122	19	particular	particular	ADJ
ajbmeb-2980	122	20	artificial	artificial	ADJ
ajbmeb-2980	122	21	intelligence	intelligence	NOUN
ajbmeb-2980	122	22	,	,	PUNCT
ajbmeb-2980	122	23	big	big	ADJ
ajbmeb-2980	122	24	data	datum	NOUN
ajbmeb-2980	122	25	,	,	PUNCT
ajbmeb-2980	122	26	and	and	CCONJ
ajbmeb-2980	122	27	blockchain	blockchain	PROPN
ajbmeb-2980	122	28	technologies	technologies	PROPN
ajbmeb-2980	122	29	.	.	PUNCT
ajbmeb-2980	123	1	the	the	DET
ajbmeb-2980	123	2	use	use	NOUN
ajbmeb-2980	123	3	of	of	ADP
ajbmeb-2980	123	4	ai	ai	ADJ
ajbmeb-2980	123	5	models	model	NOUN
ajbmeb-2980	123	6	for	for	ADP
ajbmeb-2980	123	7	credit	credit	NOUN
ajbmeb-2980	123	8	scoring	scoring	NOUN
ajbmeb-2980	123	9	,	,	PUNCT
ajbmeb-2980	123	10	risk	risk	NOUN
ajbmeb-2980	123	11	prediction	prediction	NOUN
ajbmeb-2980	123	12	,	,	PUNCT
ajbmeb-2980	123	13	and	and	CCONJ
ajbmeb-2980	123	14	investment	investment	NOUN
ajbmeb-2980	123	15	portfolio	portfolio	NOUN
ajbmeb-2980	123	16	optimization	optimization	NOUN
ajbmeb-2980	123	17	allows	allow	VERB
ajbmeb-2980	123	18	banks	bank	NOUN
ajbmeb-2980	123	19	to	to	PART
ajbmeb-2980	123	20	make	make	VERB
ajbmeb-2980	123	21	quick	quick	ADJ
ajbmeb-2980	123	22	and	and	CCONJ
ajbmeb-2980	123	23	informed	informed	ADJ
ajbmeb-2980	123	24	decisions	decision	NOUN
ajbmeb-2980	123	25	.	.	PUNCT
ajbmeb-2980	124	1	blockchain	blockchain	PROPN
ajbmeb-2980	124	2	technology	technology	PROPN
ajbmeb-2980	124	3	,	,	PUNCT
ajbmeb-2980	124	4	in	in	ADP
ajbmeb-2980	124	5	turn	turn	NOUN
ajbmeb-2980	124	6	,	,	PUNCT
ajbmeb-2980	124	7	increases	increase	VERB
ajbmeb-2980	124	8	the	the	DET
ajbmeb-2980	124	9	transparency	transparency	NOUN
ajbmeb-2980	124	10	of	of	ADP
ajbmeb-2980	124	11	asset	asset	NOUN
ajbmeb-2980	124	12	movements	movement	NOUN
ajbmeb-2980	124	13	and	and	CCONJ
ajbmeb-2980	124	14	transactions	transaction	NOUN
ajbmeb-2980	124	15	.	.	PUNCT
ajbmeb-2980	125	1	these	these	DET
ajbmeb-2980	125	2	innovations	innovation	NOUN
ajbmeb-2980	125	3	not	not	PART
ajbmeb-2980	125	4	only	only	ADV
ajbmeb-2980	125	5	reduce	reduce	VERB
ajbmeb-2980	125	6	operating	operating	NOUN
ajbmeb-2980	125	7	costs	cost	NOUN
ajbmeb-2980	125	8	,	,	PUNCT
ajbmeb-2980	125	9	but	but	CCONJ
ajbmeb-2980	125	10	also	also	ADV
ajbmeb-2980	125	11	allow	allow	VERB
ajbmeb-2980	125	12	for	for	ADP
ajbmeb-2980	125	13	highly	highly	ADV
ajbmeb-2980	125	14	personalized	personalize	VERB
ajbmeb-2980	125	15	services	service	NOUN
ajbmeb-2980	125	16	to	to	ADP
ajbmeb-2980	125	17	customers	customer	NOUN
ajbmeb-2980	125	18	,	,	PUNCT
ajbmeb-2980	125	19	which	which	PRON
ajbmeb-2980	125	20	increases	increase	VERB
ajbmeb-2980	125	21	the	the	DET
ajbmeb-2980	125	22	bank	bank	NOUN
ajbmeb-2980	125	23	's	's	PART
ajbmeb-2980	125	24	competitiveness	competitiveness	NOUN
ajbmeb-2980	125	25	.	.	PUNCT
ajbmeb-2980	126	1	one	one	NUM
ajbmeb-2980	126	2	of	of	ADP
ajbmeb-2980	126	3	the	the	DET
ajbmeb-2980	126	4	main	main	ADJ
ajbmeb-2980	126	5	problems	problem	NOUN
ajbmeb-2980	126	6	that	that	PRON
ajbmeb-2980	126	7	banks	bank	NOUN
ajbmeb-2980	126	8	face	face	VERB
ajbmeb-2980	126	9	every	every	DET
ajbmeb-2980	126	10	day	day	NOUN
ajbmeb-2980	126	11	is	be	AUX
ajbmeb-2980	126	12	the	the	DET
ajbmeb-2980	126	13	proper	proper	ADJ
ajbmeb-2980	126	14	management	management	NOUN
ajbmeb-2980	126	15	of	of	ADP
ajbmeb-2980	126	16	liquidity	liquidity	NOUN
ajbmeb-2980	126	17	needs	need	NOUN
ajbmeb-2980	126	18	.	.	PUNCT
ajbmeb-2980	127	1	based	base	VERB
ajbmeb-2980	127	2	on	on	ADP
ajbmeb-2980	127	3	indicators	indicator	NOUN
ajbmeb-2980	127	4	such	such	ADJ
ajbmeb-2980	127	5	as	as	ADP
ajbmeb-2980	127	6	lcr	lcr	NOUN
ajbmeb-2980	127	7	(	(	PUNCT
ajbmeb-2980	127	8	liquidity	liquidity	NOUN
ajbmeb-2980	127	9	coverage	coverage	NOUN
ajbmeb-2980	127	10	ratio	ratio	NOUN
ajbmeb-2980	127	11	)	)	PUNCT
ajbmeb-2980	127	12	and	and	CCONJ
ajbmeb-2980	127	13	nsfr	nsfr	ADJ
ajbmeb-2980	127	14	(	(	PUNCT
ajbmeb-2980	127	15	net	net	ADJ
ajbmeb-2980	127	16	stable	stable	ADJ
ajbmeb-2980	127	17	funding	funding	NOUN
ajbmeb-2980	127	18	ratio	ratio	NOUN
ajbmeb-2980	127	19	)	)	PUNCT
ajbmeb-2980	127	20	,	,	PUNCT
ajbmeb-2980	127	21	banks	bank	NOUN
ajbmeb-2980	127	22	maintain	maintain	VERB
ajbmeb-2980	127	23	sufficient	sufficient	ADJ
ajbmeb-2980	127	24	liquid	liquid	ADJ
ajbmeb-2980	127	25	assets	asset	NOUN
ajbmeb-2980	127	26	to	to	PART
ajbmeb-2980	127	27	cover	cover	VERB
ajbmeb-2980	127	28	shortand	shortand	NOUN
ajbmeb-2980	127	29	long	long	ADJ
ajbmeb-2980	127	30	-	-	PUNCT
ajbmeb-2980	127	31	term	term	NOUN
ajbmeb-2980	127	32	financial	financial	ADJ
ajbmeb-2980	127	33	obligations	obligation	NOUN
ajbmeb-2980	127	34	.	.	PUNCT
ajbmeb-2980	128	1	by	by	ADP
ajbmeb-2980	128	2	forming	form	VERB
ajbmeb-2980	128	3	liquidity	liquidity	NOUN
ajbmeb-2980	128	4	portfolios	portfolio	NOUN
ajbmeb-2980	128	5	,	,	PUNCT
ajbmeb-2980	128	6	banks	bank	NOUN
ajbmeb-2980	128	7	are	be	AUX
ajbmeb-2980	128	8	able	able	ADJ
ajbmeb-2980	128	9	to	to	PART
ajbmeb-2980	128	10	respond	respond	VERB
ajbmeb-2980	128	11	to	to	ADP
ajbmeb-2980	128	12	unexpected	unexpected	ADJ
ajbmeb-2980	128	13	customer	customer	NOUN
ajbmeb-2980	128	14	demands	demand	NOUN
ajbmeb-2980	128	15	and	and	CCONJ
ajbmeb-2980	128	16	maintain	maintain	VERB
ajbmeb-2980	128	17	solvency	solvency	NOUN
ajbmeb-2980	128	18	.	.	PUNCT
ajbmeb-2980	129	1	this	this	DET
ajbmeb-2980	129	2	approach	approach	NOUN
ajbmeb-2980	129	3	allows	allow	VERB
ajbmeb-2980	129	4	the	the	DET
ajbmeb-2980	129	5	bank	bank	NOUN
ajbmeb-2980	129	6	to	to	PART
ajbmeb-2980	129	7	withstand	withstand	VERB
ajbmeb-2980	129	8	changes	change	NOUN
ajbmeb-2980	129	9	in	in	ADP
ajbmeb-2980	129	10	the	the	DET
ajbmeb-2980	129	11	financial	financial	ADJ
ajbmeb-2980	129	12	system	system	NOUN
ajbmeb-2980	129	13	and	and	CCONJ
ajbmeb-2980	129	14	increase	increase	VERB
ajbmeb-2980	129	15	customer	customer	NOUN
ajbmeb-2980	129	16	confidence	confidence	NOUN
ajbmeb-2980	129	17	.	.	PUNCT
ajbmeb-2980	130	1	american	american	ADJ
ajbmeb-2980	130	2	journal	journal	PROPN
ajbmeb-2980	130	3	of	of	ADP
ajbmeb-2980	130	4	business	business	NOUN
ajbmeb-2980	130	5	management	management	NOUN
ajbmeb-2980	130	6	,	,	PUNCT
ajbmeb-2980	130	7	economics	economic	NOUN
ajbmeb-2980	130	8	and	and	CCONJ
ajbmeb-2980	130	9	banking	banking	NOUN
ajbmeb-2980	130	10	volume	volume	NOUN
ajbmeb-2980	130	11	37	37	NUM
ajbmeb-2980	130	12	june2025	june2025	PROPN
ajbmeb-2980	130	13	p	p	NOUN
ajbmeb-2980	130	14	a	a	DET
ajbmeb-2980	130	15	g	g	NOUN
ajbmeb-2980	130	16	e	e	PROPN
ajbmeb-2980	130	17	|	|	ADV
ajbmeb-2980	130	18	17	17	NUM
ajbmeb-2980	130	19	www.americanjournal.org	www.americanjournal.org	NOUN
ajbmeb-2980	130	20	stress	stress	NOUN
ajbmeb-2980	130	21	testing	testing	NOUN
ajbmeb-2980	130	22	and	and	CCONJ
ajbmeb-2980	130	23	scenario	scenario	NOUN
ajbmeb-2980	130	24	analysis	analysis	NOUN
ajbmeb-2980	130	25	allow	allow	VERB
ajbmeb-2980	130	26	banks	bank	NOUN
ajbmeb-2980	130	27	to	to	PART
ajbmeb-2980	130	28	assess	assess	VERB
ajbmeb-2980	130	29	their	their	PRON
ajbmeb-2980	130	30	assets	asset	NOUN
ajbmeb-2980	130	31	and	and	CCONJ
ajbmeb-2980	130	32	liabilities	liability	NOUN
ajbmeb-2980	130	33	under	under	ADP
ajbmeb-2980	130	34	various	various	ADJ
ajbmeb-2980	130	35	uncertain	uncertain	ADJ
ajbmeb-2980	130	36	economic	economic	ADJ
ajbmeb-2980	130	37	conditions	condition	NOUN
ajbmeb-2980	130	38	.	.	PUNCT
ajbmeb-2980	131	1	with	with	ADP
ajbmeb-2980	131	2	the	the	DET
ajbmeb-2980	131	3	help	help	NOUN
ajbmeb-2980	131	4	of	of	ADP
ajbmeb-2980	131	5	these	these	DET
ajbmeb-2980	131	6	analyses	analysis	NOUN
ajbmeb-2980	131	7	,	,	PUNCT
ajbmeb-2980	131	8	banks	bank	NOUN
ajbmeb-2980	131	9	prepare	prepare	VERB
ajbmeb-2980	131	10	for	for	ADP
ajbmeb-2980	131	11	situations	situation	NOUN
ajbmeb-2980	131	12	such	such	ADJ
ajbmeb-2980	131	13	as	as	ADP
ajbmeb-2980	131	14	changes	change	NOUN
ajbmeb-2980	131	15	in	in	ADP
ajbmeb-2980	131	16	interest	interest	NOUN
ajbmeb-2980	131	17	rates	rate	NOUN
ajbmeb-2980	131	18	,	,	PUNCT
ajbmeb-2980	131	19	sharp	sharp	ADJ
ajbmeb-2980	131	20	fluctuations	fluctuation	NOUN
ajbmeb-2980	131	21	in	in	ADP
ajbmeb-2980	131	22	exchange	exchange	NOUN
ajbmeb-2980	131	23	rates	rate	NOUN
ajbmeb-2980	131	24	,	,	PUNCT
ajbmeb-2980	131	25	and	and	CCONJ
ajbmeb-2980	131	26	financial	financial	ADJ
ajbmeb-2980	131	27	crises	crisis	NOUN
ajbmeb-2980	131	28	.	.	PUNCT
ajbmeb-2980	132	1	based	base	VERB
ajbmeb-2980	132	2	on	on	ADP
ajbmeb-2980	132	3	the	the	DET
ajbmeb-2980	132	4	results	result	NOUN
ajbmeb-2980	132	5	of	of	ADP
ajbmeb-2980	132	6	stress	stress	NOUN
ajbmeb-2980	132	7	tests	test	NOUN
ajbmeb-2980	132	8	,	,	PUNCT
ajbmeb-2980	132	9	the	the	DET
ajbmeb-2980	132	10	bank	bank	NOUN
ajbmeb-2980	132	11	can	can	AUX
ajbmeb-2980	132	12	strengthen	strengthen	VERB
ajbmeb-2980	132	13	its	its	PRON
ajbmeb-2980	132	14	risk	risk	NOUN
ajbmeb-2980	132	15	management	management	NOUN
ajbmeb-2980	132	16	strategy	strategy	NOUN
ajbmeb-2980	132	17	and	and	CCONJ
ajbmeb-2980	132	18	increase	increase	VERB
ajbmeb-2980	132	19	capital	capital	NOUN
ajbmeb-2980	132	20	reserves	reserve	NOUN
ajbmeb-2980	132	21	.	.	PUNCT
ajbmeb-2980	133	1	this	this	DET
ajbmeb-2980	133	2	method	method	NOUN
ajbmeb-2980	133	3	allows	allow	VERB
ajbmeb-2980	133	4	banks	bank	NOUN
ajbmeb-2980	133	5	to	to	PART
ajbmeb-2980	133	6	identify	identify	VERB
ajbmeb-2980	133	7	risks	risk	NOUN
ajbmeb-2980	133	8	in	in	ADP
ajbmeb-2980	133	9	advance	advance	NOUN
ajbmeb-2980	133	10	and	and	CCONJ
ajbmeb-2980	133	11	take	take	VERB
ajbmeb-2980	133	12	prompt	prompt	ADJ
ajbmeb-2980	133	13	action	action	NOUN
ajbmeb-2980	133	14	in	in	ADP
ajbmeb-2980	133	15	a	a	DET
ajbmeb-2980	133	16	crisis	crisis	NOUN
ajbmeb-2980	133	17	.	.	PUNCT
ajbmeb-2980	134	1	modern	modern	ADJ
ajbmeb-2980	134	2	banks	bank	NOUN
ajbmeb-2980	134	3	are	be	AUX
ajbmeb-2980	134	4	increasingly	increasingly	ADV
ajbmeb-2980	134	5	paying	pay	VERB
ajbmeb-2980	134	6	attention	attention	NOUN
ajbmeb-2980	134	7	to	to	ADP
ajbmeb-2980	134	8	pursuing	pursue	VERB
ajbmeb-2980	134	9	an	an	DET
ajbmeb-2980	134	10	investment	investment	NOUN
ajbmeb-2980	134	11	policy	policy	NOUN
ajbmeb-2980	134	12	based	base	VERB
ajbmeb-2980	134	13	on	on	ADP
ajbmeb-2980	134	14	environmental	environmental	ADJ
ajbmeb-2980	134	15	,	,	PUNCT
ajbmeb-2980	134	16	social	social	ADJ
ajbmeb-2980	134	17	,	,	PUNCT
ajbmeb-2980	134	18	and	and	CCONJ
ajbmeb-2980	134	19	governance	governance	NOUN
ajbmeb-2980	134	20	(	(	PUNCT
ajbmeb-2980	134	21	esg	esg	NOUN
ajbmeb-2980	134	22	)	)	PUNCT
ajbmeb-2980	134	23	principles	principle	NOUN
ajbmeb-2980	134	24	.	.	PUNCT
ajbmeb-2980	135	1	by	by	ADP
ajbmeb-2980	135	2	investing	invest	VERB
ajbmeb-2980	135	3	in	in	ADP
ajbmeb-2980	135	4	"	"	PUNCT
ajbmeb-2980	135	5	green	green	ADJ
ajbmeb-2980	135	6	"	"	PUNCT
ajbmeb-2980	135	7	bonds	bond	NOUN
ajbmeb-2980	135	8	and	and	CCONJ
ajbmeb-2980	135	9	social	social	ADJ
ajbmeb-2980	135	10	projects	project	NOUN
ajbmeb-2980	135	11	,	,	PUNCT
ajbmeb-2980	135	12	banks	bank	NOUN
ajbmeb-2980	135	13	not	not	PART
ajbmeb-2980	135	14	only	only	ADV
ajbmeb-2980	135	15	receive	receive	VERB
ajbmeb-2980	135	16	financial	financial	ADJ
ajbmeb-2980	135	17	benefits	benefit	NOUN
ajbmeb-2980	135	18	,	,	PUNCT
ajbmeb-2980	135	19	but	but	CCONJ
ajbmeb-2980	135	20	also	also	ADV
ajbmeb-2980	135	21	achieve	achieve	VERB
ajbmeb-2980	135	22	positive	positive	ADJ
ajbmeb-2980	135	23	social	social	ADJ
ajbmeb-2980	135	24	and	and	CCONJ
ajbmeb-2980	135	25	ecological	ecological	ADJ
ajbmeb-2980	135	26	results	result	NOUN
ajbmeb-2980	135	27	.	.	PUNCT
ajbmeb-2980	136	1	esg	esg	NOUN
ajbmeb-2980	136	2	criteria	criterion	NOUN
ajbmeb-2980	136	3	strengthen	strengthen	VERB
ajbmeb-2980	136	4	the	the	DET
ajbmeb-2980	136	5	bank	bank	NOUN
ajbmeb-2980	136	6	's	's	PART
ajbmeb-2980	136	7	social	social	ADJ
ajbmeb-2980	136	8	responsibility	responsibility	NOUN
ajbmeb-2980	136	9	,	,	PUNCT
ajbmeb-2980	136	10	increase	increase	VERB
ajbmeb-2980	136	11	its	its	PRON
ajbmeb-2980	136	12	brand	brand	NOUN
ajbmeb-2980	136	13	value	value	NOUN
ajbmeb-2980	136	14	,	,	PUNCT
ajbmeb-2980	136	15	and	and	CCONJ
ajbmeb-2980	136	16	attract	attract	VERB
ajbmeb-2980	136	17	the	the	DET
ajbmeb-2980	136	18	attention	attention	NOUN
ajbmeb-2980	136	19	of	of	ADP
ajbmeb-2980	136	20	foreign	foreign	ADJ
ajbmeb-2980	136	21	investors	investor	NOUN
ajbmeb-2980	136	22	.	.	PUNCT
ajbmeb-2980	137	1	as	as	ADP
ajbmeb-2980	137	2	a	a	DET
ajbmeb-2980	137	3	result	result	NOUN
ajbmeb-2980	137	4	,	,	PUNCT
ajbmeb-2980	137	5	the	the	DET
ajbmeb-2980	137	6	bank	bank	NOUN
ajbmeb-2980	137	7	will	will	AUX
ajbmeb-2980	137	8	not	not	PART
ajbmeb-2980	137	9	only	only	ADV
ajbmeb-2980	137	10	become	become	VERB
ajbmeb-2980	137	11	economically	economically	ADV
ajbmeb-2980	137	12	stable	stable	ADJ
ajbmeb-2980	137	13	,	,	PUNCT
ajbmeb-2980	137	14	but	but	CCONJ
ajbmeb-2980	137	15	also	also	ADV
ajbmeb-2980	137	16	strengthen	strengthen	VERB
ajbmeb-2980	137	17	its	its	PRON
ajbmeb-2980	137	18	reputation	reputation	NOUN
ajbmeb-2980	137	19	in	in	ADP
ajbmeb-2980	137	20	the	the	DET
ajbmeb-2980	137	21	eyes	eye	NOUN
ajbmeb-2980	137	22	of	of	ADP
ajbmeb-2980	137	23	society	society	NOUN
ajbmeb-2980	137	24	.	.	PUNCT
ajbmeb-2980	138	1	modern	modern	ADJ
ajbmeb-2980	138	2	methods	method	NOUN
ajbmeb-2980	138	3	of	of	ADP
ajbmeb-2980	138	4	asset	asset	NOUN
ajbmeb-2980	138	5	management	management	NOUN
ajbmeb-2980	138	6	for	for	ADP
ajbmeb-2980	138	7	commercial	commercial	ADJ
ajbmeb-2980	138	8	banks	bank	NOUN
ajbmeb-2980	138	9	play	play	VERB
ajbmeb-2980	138	10	an	an	DET
ajbmeb-2980	138	11	important	important	ADJ
ajbmeb-2980	138	12	role	role	NOUN
ajbmeb-2980	138	13	in	in	ADP
ajbmeb-2980	138	14	financial	financial	ADJ
ajbmeb-2980	138	15	stability	stability	NOUN
ajbmeb-2980	138	16	,	,	PUNCT
ajbmeb-2980	138	17	risk	risk	NOUN
ajbmeb-2980	138	18	reduction	reduction	NOUN
ajbmeb-2980	138	19	and	and	CCONJ
ajbmeb-2980	138	20	competitiveness	competitiveness	NOUN
ajbmeb-2980	138	21	.	.	PUNCT
ajbmeb-2980	139	1	through	through	ADP
ajbmeb-2980	139	2	alm	alm	PROPN
ajbmeb-2980	139	3	,	,	PUNCT
ajbmeb-2980	139	4	diversification	diversification	NOUN
ajbmeb-2980	139	5	and	and	CCONJ
ajbmeb-2980	139	6	technological	technological	ADJ
ajbmeb-2980	139	7	innovations	innovation	NOUN
ajbmeb-2980	139	8	,	,	PUNCT
ajbmeb-2980	139	9	banks	bank	NOUN
ajbmeb-2980	139	10	adapt	adapt	VERB
ajbmeb-2980	139	11	to	to	ADP
ajbmeb-2980	139	12	changing	change	VERB
ajbmeb-2980	139	13	market	market	NOUN
ajbmeb-2980	139	14	conditions	condition	NOUN
ajbmeb-2980	139	15	and	and	CCONJ
ajbmeb-2980	139	16	expand	expand	VERB
ajbmeb-2980	139	17	their	their	PRON
ajbmeb-2980	139	18	sources	source	NOUN
ajbmeb-2980	139	19	of	of	ADP
ajbmeb-2980	139	20	income	income	NOUN
ajbmeb-2980	139	21	.	.	PUNCT
ajbmeb-2980	140	1	liquidity	liquidity	NOUN
ajbmeb-2980	140	2	management	management	NOUN
ajbmeb-2980	140	3	and	and	CCONJ
ajbmeb-2980	140	4	stress	stress	NOUN
ajbmeb-2980	140	5	tests	test	NOUN
ajbmeb-2980	140	6	protect	protect	VERB
ajbmeb-2980	140	7	banks	bank	NOUN
ajbmeb-2980	140	8	from	from	ADP
ajbmeb-2980	140	9	unexpected	unexpected	ADJ
ajbmeb-2980	140	10	financial	financial	ADJ
ajbmeb-2980	140	11	shocks	shock	NOUN
ajbmeb-2980	140	12	.	.	PUNCT
ajbmeb-2980	141	1	management	management	NOUN
ajbmeb-2980	141	2	based	base	VERB
ajbmeb-2980	141	3	on	on	ADP
ajbmeb-2980	141	4	esg	esg	PROPN
ajbmeb-2980	141	5	criteria	criterion	NOUN
ajbmeb-2980	141	6	not	not	PART
ajbmeb-2980	141	7	only	only	ADV
ajbmeb-2980	141	8	increases	increase	VERB
ajbmeb-2980	141	9	the	the	DET
ajbmeb-2980	141	10	bank	bank	NOUN
ajbmeb-2980	141	11	's	's	PART
ajbmeb-2980	141	12	social	social	ADJ
ajbmeb-2980	141	13	responsibility	responsibility	NOUN
ajbmeb-2980	141	14	,	,	PUNCT
ajbmeb-2980	141	15	but	but	CCONJ
ajbmeb-2980	141	16	also	also	ADV
ajbmeb-2980	141	17	its	its	PRON
ajbmeb-2980	141	18	credibility	credibility	NOUN
ajbmeb-2980	141	19	in	in	ADP
ajbmeb-2980	141	20	the	the	DET
ajbmeb-2980	141	21	international	international	ADJ
ajbmeb-2980	141	22	arena	arena	NOUN
ajbmeb-2980	141	23	.	.	PUNCT
ajbmeb-2980	142	1	thus	thus	ADV
ajbmeb-2980	142	2	,	,	PUNCT
ajbmeb-2980	142	3	the	the	DET
ajbmeb-2980	142	4	use	use	NOUN
ajbmeb-2980	142	5	of	of	ADP
ajbmeb-2980	142	6	modern	modern	ADJ
ajbmeb-2980	142	7	asset	asset	NOUN
ajbmeb-2980	142	8	management	management	NOUN
ajbmeb-2980	142	9	methods	method	NOUN
ajbmeb-2980	142	10	is	be	AUX
ajbmeb-2980	142	11	becoming	become	VERB
ajbmeb-2980	142	12	a	a	DET
ajbmeb-2980	142	13	prerequisite	prerequisite	NOUN
ajbmeb-2980	142	14	for	for	ADP
ajbmeb-2980	142	15	the	the	DET
ajbmeb-2980	142	16	long	long	ADJ
ajbmeb-2980	142	17	-	-	PUNCT
ajbmeb-2980	142	18	term	term	NOUN
ajbmeb-2980	142	19	success	success	NOUN
ajbmeb-2980	142	20	and	and	CCONJ
ajbmeb-2980	142	21	development	development	NOUN
ajbmeb-2980	142	22	of	of	ADP
ajbmeb-2980	142	23	banks	bank	NOUN
ajbmeb-2980	142	24	.	.	PUNCT
ajbmeb-2980	143	1	references	reference	NOUN
ajbmeb-2980	143	2	1	1	NUM
ajbmeb-2980	143	3	.	.	PUNCT
ajbmeb-2980	143	4	bektemirov	bektemirov	PROPN
ajbmeb-2980	143	5	a.	a.	PROPN
ajbmeb-2980	143	6	,	,	PUNCT
ajbmeb-2980	143	7	omonov	omonov	PROPN
ajbmeb-2980	143	8	a.a	a.a	PROPN
ajbmeb-2980	143	9	.	.	PROPN
ajbmeb-2980	143	10	,	,	PUNCT
ajbmeb-2980	143	11	khaydarov	khaydarov	PROPN
ajbmeb-2980	144	1	z.sh	z.sh	PROPN
ajbmeb-2980	144	2	.	.	PROPN
ajbmeb-2980	144	3	,	,	PUNCT
ajbmeb-2980	144	4	niyozov	niyozov	PROPN
ajbmeb-2980	144	5	z.d	z.d	PROPN
ajbmeb-2980	144	6	.	.	PROPN
ajbmeb-2980	144	7	textbook	textbook	NOUN
ajbmeb-2980	144	8	on	on	ADP
ajbmeb-2980	144	9	the	the	DET
ajbmeb-2980	144	10	subject	subject	NOUN
ajbmeb-2980	144	11	of	of	ADP
ajbmeb-2980	144	12	“	"	PUNCT
ajbmeb-2980	144	13	management	management	NOUN
ajbmeb-2980	144	14	of	of	ADP
ajbmeb-2980	144	15	assets	asset	NOUN
ajbmeb-2980	144	16	and	and	CCONJ
ajbmeb-2980	144	17	liabilities	liability	NOUN
ajbmeb-2980	144	18	of	of	ADP
ajbmeb-2980	144	19	commercial	commercial	ADJ
ajbmeb-2980	144	20	banks	bank	NOUN
ajbmeb-2980	144	21	”	"	PUNCT
ajbmeb-2980	144	22	.	.	PUNCT
ajbmeb-2980	145	1	–	–	PUNCT
ajbmeb-2980	145	2	samarkand	samarkand	NOUN
ajbmeb-2980	145	3	:	:	PUNCT
ajbmeb-2980	145	4	samisi	samisi	PROPN
ajbmeb-2980	145	5	,	,	PUNCT
ajbmeb-2980	145	6	2020	2020	NUM
ajbmeb-2980	145	7	.	.	PUNCT
ajbmeb-2980	146	1	240	240	NUM
ajbmeb-2980	146	2	pages	page	NOUN
ajbmeb-2980	146	3	2	2	NUM
ajbmeb-2980	146	4	.	.	PUNCT
ajbmeb-2980	146	5	solihjonov	solihjonov	NOUN
ajbmeb-2980	146	6	akbarmirzo	akbarmirzo	NOUN
ajbmeb-2980	146	7	,	,	PUNCT
ajbmeb-2980	146	8	&	&	CCONJ
ajbmeb-2980	146	9	a.a.qosimov	a.a.qosimov	PROPN
ajbmeb-2980	146	10	.	.	PUNCT
ajbmeb-2980	147	1	(	(	PUNCT
ajbmeb-2980	147	2	2025	2025	NUM
ajbmeb-2980	147	3	)	)	PUNCT
ajbmeb-2980	147	4	.	.	PUNCT
ajbmeb-2980	148	1	improving	improve	VERB
ajbmeb-2980	148	2	methods	method	NOUN
ajbmeb-2980	148	3	of	of	ADP
ajbmeb-2980	148	4	managing	manage	VERB
ajbmeb-2980	148	5	assets	asset	NOUN
ajbmeb-2980	148	6	and	and	CCONJ
ajbmeb-2980	148	7	liabilities	liability	NOUN
ajbmeb-2980	148	8	of	of	ADP
ajbmeb-2980	148	9	commercial	commercial	ADJ
ajbmeb-2980	148	10	banks	bank	NOUN
ajbmeb-2980	148	11	.	.	PUNCT
ajbmeb-2980	149	1	modern	modern	ADJ
ajbmeb-2980	149	2	education	education	NOUN
ajbmeb-2980	149	3	and	and	CCONJ
ajbmeb-2980	149	4	development	development	NOUN
ajbmeb-2980	149	5	,	,	PUNCT
ajbmeb-2980	149	6	25(5	25(5	NUM
ajbmeb-2980	149	7	)	)	PUNCT
ajbmeb-2980	149	8	,	,	PUNCT
ajbmeb-2980	149	9	319–323	319–323	NUM
ajbmeb-2980	149	10	.	.	PUNCT
ajbmeb-2980	149	11	retrieved	retrieve	VERB
ajbmeb-2980	149	12	from	from	ADP
ajbmeb-2980	149	13	https://inlibrary.uz/index.php/mead/article/view/87028	https://inlibrary.uz/index.php/mead/article/view/87028	PROPN
ajbmeb-2980	149	14	3	3	NUM
ajbmeb-2980	149	15	.	.	PUNCT
ajbmeb-2980	149	16	tursunov	tursunov	PROPN
ajbmeb-2980	149	17	,	,	PUNCT
ajbmeb-2980	149	18	f.	f.	PROPN
ajbmeb-2980	149	19	m.	m.	PROPN
ajbmeb-2980	149	20	,	,	PUNCT
ajbmeb-2980	149	21	&	&	CCONJ
ajbmeb-2980	149	22	narzulloyev	narzulloyev	PROPN
ajbmeb-2980	149	23	,	,	PUNCT
ajbmeb-2980	149	24	j.	j.	PROPN
ajbmeb-2980	149	25	n.	n.	PROPN
ajbmeb-2980	149	26	o‘o‘li	o‘o‘li	PROPN
ajbmeb-2980	149	27	.	.	PUNCT
ajbmeb-2980	149	28	(	(	PUNCT
ajbmeb-2980	149	29	2023	2023	NUM
ajbmeb-2980	149	30	)	)	PUNCT
ajbmeb-2980	149	31	.	.	PUNCT
ajbmeb-2980	150	1	structural	structural	ADJ
ajbmeb-2980	150	2	structure	structure	NOUN
ajbmeb-2980	150	3	of	of	ADP
ajbmeb-2980	150	4	assets	asset	NOUN
ajbmeb-2980	150	5	of	of	ADP
ajbmeb-2980	150	6	commercial	commercial	ADJ
ajbmeb-2980	150	7	banks	bank	NOUN
ajbmeb-2980	150	8	and	and	CCONJ
ajbmeb-2980	150	9	the	the	DET
ajbmeb-2980	150	10	need	need	NOUN
ajbmeb-2980	150	11	for	for	ADP
ajbmeb-2980	150	12	their	their	PRON
ajbmeb-2980	150	13	management	management	NOUN
ajbmeb-2980	150	14	.	.	PUNCT
ajbmeb-2980	151	1	scholar	scholar	NOUN
ajbmeb-2980	151	2	,	,	PUNCT
ajbmeb-2980	151	3	1(35	1(35	NUM
ajbmeb-2980	151	4	)	)	PUNCT
ajbmeb-2980	151	5	,	,	PUNCT
ajbmeb-2980	151	6	102–108	102–108	NUM
ajbmeb-2980	151	7	.	.	PUNCT
ajbmeb-2980	152	1	retrieved	retrieve	VERB
ajbmeb-2980	152	2	from	from	ADP
ajbmeb-2980	152	3	https://researchedu.org/index.php/openscholar/article/view/5825	https://researchedu.org/index.php/openscholar/article/view/5825	PROPN
ajbmeb-2980	152	4	4	4	NUM
ajbmeb-2980	152	5	.	.	PUNCT
ajbmeb-2980	153	1	khojibekova	khojibekova	PROPN
ajbmeb-2980	153	2	z.sh	z.sh	PROPN
ajbmeb-2980	153	3	.	.	PUNCT
ajbmeb-2980	154	1	“	"	PUNCT
ajbmeb-2980	154	2	assets	asset	NOUN
ajbmeb-2980	154	3	of	of	ADP
ajbmeb-2980	154	4	commercial	commercial	ADJ
ajbmeb-2980	154	5	banks	bank	NOUN
ajbmeb-2980	154	6	"	"	PUNCT
ajbmeb-2980	154	7	improving	improve	VERB
ajbmeb-2980	154	8	the	the	DET
ajbmeb-2980	154	9	efficiency	efficiency	NOUN
ajbmeb-2980	154	10	of	of	ADP
ajbmeb-2980	154	11	"	"	PUNCT
ajbmeb-2980	154	12	educational	educational	ADJ
ajbmeb-2980	154	13	innovation	innovation	NOUN
ajbmeb-2980	154	14	and	and	CCONJ
ajbmeb-2980	154	15	integration	integration	NOUN
ajbmeb-2980	154	16	issue	issue	NOUN
ajbmeb-2980	154	17	22_6th	22_6th	NUM
ajbmeb-2980	154	18	edition_june	edition_june	NOUN
ajbmeb-2980	154	19	-2024	-2024	NOUN
ajbmeb-2980	154	20	5	5	NUM
ajbmeb-2980	154	21	.	.	PUNCT
ajbmeb-2980	154	22	damodaran	damodaran	VERB
ajbmeb-2980	154	23	,	,	PUNCT
ajbmeb-2980	154	24	a.	a.	NOUN
ajbmeb-2980	154	25	(	(	PUNCT
ajbmeb-2980	154	26	2022	2022	NUM
ajbmeb-2980	154	27	)	)	PUNCT
ajbmeb-2980	154	28	.	.	PUNCT
ajbmeb-2980	155	1	"	"	PUNCT
ajbmeb-2980	155	2	strategic	strategic	ADJ
ajbmeb-2980	155	3	risk	risk	NOUN
ajbmeb-2980	155	4	taking	take	VERB
ajbmeb-2980	155	5	in	in	ADP
ajbmeb-2980	155	6	banking	banking	NOUN
ajbmeb-2980	155	7	:	:	PUNCT
ajbmeb-2980	155	8	a	a	DET
ajbmeb-2980	155	9	value	value	NOUN
ajbmeb-2980	155	10	creation	creation	NOUN
ajbmeb-2980	155	11	perspective	perspective	NOUN
ajbmeb-2980	155	12	.	.	PUNCT
ajbmeb-2980	155	13	"	"	PUNCT
ajbmeb-2980	155	14	journal	journal	NOUN
ajbmeb-2980	155	15	of	of	ADP
ajbmeb-2980	155	16	applied	apply	VERB
ajbmeb-2980	155	17	corporate	corporate	ADJ
ajbmeb-2980	155	18	finance	finance	NOUN
ajbmeb-2980	155	19	,	,	PUNCT
ajbmeb-2980	155	20	34(2	34(2	NUM
ajbmeb-2980	155	21	)	)	PUNCT
ajbmeb-2980	155	22	,	,	PUNCT
ajbmeb-2980	155	23	22	22	NUM
ajbmeb-2980	155	24	-	-	SYM
ajbmeb-2980	155	25	35	35	NUM
ajbmeb-2980	155	26	.	.	PUNCT
ajbmeb-2980	156	1	https://pages.stern.nyu.edu/~adamodar/pdfiles/papers/strategicrisk2022.pdf	https://pages.stern.nyu.edu/~adamodar/pdfiles/papers/strategicrisk2022.pdf	NOUN
ajbmeb-2980	156	2	6	6	NUM
ajbmeb-2980	156	3	.	.	PUNCT
ajbmeb-2980	156	4	acharya	acharya	PROPN
ajbmeb-2980	156	5	,	,	PUNCT
ajbmeb-2980	156	6	v.	v.	PROPN
ajbmeb-2980	156	7	v.	v.	PROPN
ajbmeb-2980	156	8	,	,	PUNCT
ajbmeb-2980	156	9	&	&	CCONJ
ajbmeb-2980	156	10	steffen	steffen	PROPN
ajbmeb-2980	156	11	,	,	PUNCT
ajbmeb-2980	156	12	s.	s.	PROPN
ajbmeb-2980	156	13	(	(	PUNCT
ajbmeb-2980	156	14	2023	2023	NUM
ajbmeb-2980	156	15	)	)	PUNCT
ajbmeb-2980	156	16	.	.	PUNCT
ajbmeb-2980	157	1	"	"	PUNCT
ajbmeb-2980	157	2	the	the	DET
ajbmeb-2980	157	3	risk	risk	NOUN
ajbmeb-2980	157	4	of	of	ADP
ajbmeb-2980	157	5	being	be	AUX
ajbmeb-2980	157	6	a	a	DET
ajbmeb-2980	157	7	fallen	fallen	ADJ
ajbmeb-2980	157	8	angel	angel	NOUN
ajbmeb-2980	157	9	and	and	CCONJ
ajbmeb-2980	157	10	the	the	DET
ajbmeb-2980	157	11	corporate	corporate	ADJ
ajbmeb-2980	157	12	dash	dash	NOUN
ajbmeb-2980	157	13	for	for	ADP
ajbmeb-2980	157	14	cash	cash	NOUN
ajbmeb-2980	157	15	in	in	ADP
ajbmeb-2980	157	16	the	the	DET
ajbmeb-2980	157	17	midst	midst	NOUN
ajbmeb-2980	157	18	of	of	ADP
ajbmeb-2980	157	19	covid	covid	PROPN
ajbmeb-2980	157	20	.	.	PUNCT
ajbmeb-2980	157	21	"	"	PUNCT
ajbmeb-2980	158	1	the	the	DET
ajbmeb-2980	158	2	review	review	NOUN
ajbmeb-2980	158	3	of	of	ADP
ajbmeb-2980	158	4	financial	financial	ADJ
ajbmeb-2980	158	5	studies	study	NOUN
ajbmeb-2980	158	6	,	,	PUNCT
ajbmeb-2980	158	7	36(3	36(3	NOUN
ajbmeb-2980	158	8	)	)	PUNCT
ajbmeb-2980	158	9	,	,	PUNCT
ajbmeb-2980	158	10	717	717	NUM
ajbmeb-2980	158	11	-	-	SYM
ajbmeb-2980	158	12	763	763	NUM
ajbmeb-2980	158	13	.	.	PUNCT
ajbmeb-2980	159	1	https://academic.oup.com/rfs/article/36/3/717/6889456	https://academic.oup.com/rfs/article/36/3/717/6889456	PROPN
ajbmeb-2980	159	2	7	7	NUM
ajbmeb-2980	159	3	.	.	PUNCT
ajbmeb-2980	159	4	brunnermeier	brunnermei	ADJ
ajbmeb-2980	159	5	,	,	PUNCT
ajbmeb-2980	159	6	m.	m.	PROPN
ajbmeb-2980	159	7	k.	k.	PROPN
ajbmeb-2980	159	8	(	(	PUNCT
ajbmeb-2980	159	9	2024	2024	NUM
ajbmeb-2980	159	10	)	)	PUNCT
ajbmeb-2980	159	11	.	.	PUNCT
ajbmeb-2980	160	1	"	"	PUNCT
ajbmeb-2980	160	2	the	the	DET
ajbmeb-2980	160	3	digitalization	digitalization	NOUN
ajbmeb-2980	160	4	of	of	ADP
ajbmeb-2980	160	5	money	money	NOUN
ajbmeb-2980	160	6	and	and	CCONJ
ajbmeb-2980	160	7	banking	banking	NOUN
ajbmeb-2980	160	8	:	:	PUNCT
ajbmeb-2980	160	9	from	from	ADP
ajbmeb-2980	160	10	traditional	traditional	ADJ
ajbmeb-2980	160	11	assets	asset	NOUN
ajbmeb-2980	160	12	to	to	ADP
ajbmeb-2980	160	13	digital	digital	ADJ
ajbmeb-2980	160	14	finance	finance	NOUN
ajbmeb-2980	160	15	.	.	PUNCT
ajbmeb-2980	160	16	"	"	PUNCT
ajbmeb-2980	161	1	annual	annual	ADJ
ajbmeb-2980	161	2	review	review	NOUN
ajbmeb-2980	161	3	of	of	ADP
ajbmeb-2980	161	4	financial	financial	ADJ
ajbmeb-2980	161	5	economics	economic	NOUN
ajbmeb-2980	161	6	,	,	PUNCT
ajbmeb-2980	161	7	16	16	NUM
ajbmeb-2980	161	8	,	,	PUNCT
ajbmeb-2980	161	9	89	89	NUM
ajbmeb-2980	161	10	-	-	SYM
ajbmeb-2980	161	11	114	114	NUM
ajbmeb-2980	161	12	.	.	PUNCT
ajbmeb-2980	162	1	https://scholar.princeton.edu/markus/publications/digitalization-money-banking-2024	https://scholar.princeton.edu/markus/publications/digitalization-money-banking-2024	NOUN
ajbmeb-2980	162	2	8	8	PROPN
ajbmeb-2980	162	3	.	.	PUNCT
ajbmeb-2980	162	4	shin	shin	PROPN
ajbmeb-2980	162	5	,	,	PUNCT
ajbmeb-2980	162	6	h.	h.	PROPN
ajbmeb-2980	162	7	s.	s.	PROPN
ajbmeb-2980	162	8	(	(	PUNCT
ajbmeb-2980	162	9	2023	2023	NUM
ajbmeb-2980	162	10	)	)	PUNCT
ajbmeb-2980	162	11	.	.	PUNCT
ajbmeb-2980	163	1	"	"	PUNCT
ajbmeb-2980	163	2	global	global	ADJ
ajbmeb-2980	163	3	banking	banking	NOUN
ajbmeb-2980	163	4	amid	amid	ADP
ajbmeb-2980	163	5	geopolitical	geopolitical	ADJ
ajbmeb-2980	163	6	tensions	tension	NOUN
ajbmeb-2980	163	7	:	:	PUNCT
ajbmeb-2980	163	8	managing	manage	VERB
ajbmeb-2980	163	9	cross	cross	ADJ
ajbmeb-2980	163	10	-	-	ADJ
ajbmeb-2980	163	11	border	border	ADJ
ajbmeb-2980	163	12	assets	asset	NOUN
ajbmeb-2980	163	13	in	in	ADP
ajbmeb-2980	163	14	a	a	DET
ajbmeb-2980	163	15	fragmented	fragmented	ADJ
ajbmeb-2980	163	16	world	world	NOUN
ajbmeb-2980	163	17	.	.	PUNCT
ajbmeb-2980	163	18	"	"	PUNCT
ajbmeb-2980	163	19	bis	bis	PROPN
ajbmeb-2980	163	20	working	working	NOUN
ajbmeb-2980	163	21	papers	paper	NOUN
ajbmeb-2980	163	22	,	,	PUNCT
ajbmeb-2980	163	23	no	no	INTJ
ajbmeb-2980	163	24	.	.	NOUN
ajbmeb-2980	163	25	1089	1089	NUM
ajbmeb-2980	163	26	.	.	PUNCT
ajbmeb-2980	164	1	https://www.bis.org/publ/work1089.pdf	https://www.bis.org/publ/work1089.pdf	PROPN
ajbmeb-2980	164	2	9	9	NUM
ajbmeb-2980	164	3	.	.	X
ajbmeb-2980	164	4	engle	engle	PROPN
ajbmeb-2980	164	5	,	,	PUNCT
ajbmeb-2980	164	6	r.	r.	PROPN
ajbmeb-2980	164	7	,	,	PUNCT
ajbmeb-2980	164	8	giglio	giglio	PROPN
ajbmeb-2980	164	9	,	,	PUNCT
ajbmeb-2980	164	10	s.	s.	PROPN
ajbmeb-2980	164	11	,	,	PUNCT
ajbmeb-2980	164	12	kelly	kelly	PROPN
ajbmeb-2980	164	13	,	,	PUNCT
ajbmeb-2980	164	14	b.	b.	PROPN
ajbmeb-2980	164	15	,	,	PUNCT
ajbmeb-2980	164	16	lee	lee	PROPN
ajbmeb-2980	164	17	,	,	PUNCT
ajbmeb-2980	164	18	h.	h.	PROPN
ajbmeb-2980	164	19	,	,	PUNCT
ajbmeb-2980	164	20	&	&	CCONJ
ajbmeb-2980	164	21	stroebel	stroebel	PROPN
ajbmeb-2980	164	22	,	,	PUNCT
ajbmeb-2980	164	23	j.	j.	PROPN
ajbmeb-2980	164	24	(	(	PUNCT
ajbmeb-2980	164	25	2023	2023	NUM
ajbmeb-2980	164	26	)	)	PUNCT
ajbmeb-2980	164	27	.	.	PUNCT
ajbmeb-2980	165	1	"	"	PUNCT
ajbmeb-2980	165	2	hedging	hedge	VERB
ajbmeb-2980	165	3	climate	climate	NOUN
ajbmeb-2980	165	4	change	change	NOUN
ajbmeb-2980	165	5	news	news	NOUN
ajbmeb-2980	165	6	.	.	PUNCT
ajbmeb-2980	165	7	"	"	PUNCT
ajbmeb-2980	166	1	the	the	DET
ajbmeb-2980	166	2	review	review	NOUN
ajbmeb-2980	166	3	of	of	ADP
ajbmeb-2980	166	4	financial	financial	ADJ
ajbmeb-2980	166	5	studies	study	NOUN
ajbmeb-2980	166	6	,	,	PUNCT
ajbmeb-2980	166	7	36(3	36(3	NOUN
ajbmeb-2980	166	8	)	)	PUNCT
ajbmeb-2980	166	9	,	,	PUNCT
ajbmeb-2980	166	10	1306	1306	NUM
ajbmeb-2980	166	11	-	-	SYM
ajbmeb-2980	166	12	1351	1351	NUM
ajbmeb-2980	166	13	.	.	PUNCT
ajbmeb-2980	167	1	https://academic.oup.com/rfs/article/36/3/1306/6324617	https://academic.oup.com/rfs/article/36/3/1306/6324617	PROPN
ajbmeb-2980	167	2	.	.	PUNCT
ajbmeb-2980	167	3	https://pages.stern.nyu.edu/~adamodar/pdfiles/papers/strategicrisk2022.pdf	https://pages.stern.nyu.edu/~adamodar/pdfiles/papers/strategicrisk2022.pdf	NOUN
ajbmeb-2980	167	4	https://academic.oup.com/rfs/article/36/3/717/6889456	https://academic.oup.com/rfs/article/36/3/717/6889456	PROPN
ajbmeb-2980	167	5	https://scholar.princeton.edu/markus/publications/digitalization-money-banking-2024	https://scholar.princeton.edu/markus/publications/digitalization-money-banking-2024	NOUN
ajbmeb-2980	167	6	https://www.bis.org/publ/work1089.pdf	https://www.bis.org/publ/work1089.pdf	PROPN
ajbmeb-2980	167	7	https://academic.oup.com/rfs/article/36/3/1306/6324617	https://academic.oup.com/rfs/article/36/3/1306/6324617	PROPN