id	sid	tid	token	lemma	pos
aijes-7161	1	1	agora	agora	PROPN
aijes-7161	1	2	international	international	PROPN
aijes-7161	1	3	journal	journal	NOUN
aijes-7161	1	4	of	of	ADP
aijes-7161	1	5	economical	economical	ADJ
aijes-7161	1	6	sciences	science	NOUN
aijes-7161	1	7	,	,	PUNCT
aijes-7161	1	8	http://univagora.ro/jour/index.php/aijes	http://univagora.ro/jour/index.php/aijes	PRON
aijes-7161	1	9	issn	issn	PROPN
aijes-7161	1	10	2067	2067	NUM
aijes-7161	1	11	-	-	SYM
aijes-7161	1	12	3310	3310	NUM
aijes-7161	1	13	,	,	PUNCT
aijes-7161	1	14	e	e	X
aijes-7161	1	15	-	-	PUNCT
aijes-7161	1	16	issn	issn	PROPN
aijes-7161	1	17	2067	2067	NUM
aijes-7161	1	18	-	-	SYM
aijes-7161	1	19	7669	7669	NUM
aijes-7161	1	20	vol	vol	NOUN
aijes-7161	1	21	.	.	PROPN
aijes-7161	1	22	19	19	NUM
aijes-7161	1	23	,	,	PUNCT
aijes-7161	1	24	no	no	INTJ
aijes-7161	1	25	.	.	NOUN
aijes-7161	1	26	1	1	NUM
aijes-7161	1	27	(	(	PUNCT
aijes-7161	1	28	2025	2025	NUM
aijes-7161	1	29	)	)	PUNCT
aijes-7161	1	30	,	,	PUNCT
aijes-7161	1	31	pp	pp	PROPN
aijes-7161	1	32	.	.	PUNCT
aijes-7161	2	1	303	303	NUM
aijes-7161	2	2	-	-	SYM
aijes-7161	2	3	314	314	NUM
aijes-7161	2	4	303	303	NUM
aijes-7161	2	5	the	the	DET
aijes-7161	2	6	impact	impact	NOUN
aijes-7161	2	7	of	of	ADP
aijes-7161	2	8	digital	digital	ADJ
aijes-7161	2	9	transformation	transformation	NOUN
aijes-7161	2	10	on	on	ADP
aijes-7161	2	11	enterprises	enterprise	NOUN
aijes-7161	2	12	'	'	PART
aijes-7161	2	13	resilience	resilience	NOUN
aijes-7161	2	14	:	:	PUNCT
aijes-7161	2	15	evidence	evidence	NOUN
aijes-7161	2	16	from	from	ADP
aijes-7161	2	17	ukraine	ukraine	PROPN
aijes-7161	2	18	a.	a.	PROPN
aijes-7161	2	19	sorokina	sorokina	PROPN
aijes-7161	2	20	,	,	PUNCT
aijes-7161	2	21	l.	l.	PROPN
aijes-7161	2	22	lebedeva	lebedeva	PROPN
aijes-7161	2	23	alyona	alyona	PROPN
aijes-7161	2	24	sorokina¹	sorokina¹	PROPN
aijes-7161	2	25	,	,	PUNCT
aijes-7161	2	26	larysa	larysa	NOUN
aijes-7161	2	27	lebedeva²	lebedeva²	VERB
aijes-7161	2	28	¹	¹	PROPN
aijes-7161	2	29	²	²	NUM
aijes-7161	2	30	state	state	NOUN
aijes-7161	2	31	university	university	PROPN
aijes-7161	2	32	of	of	ADP
aijes-7161	2	33	trade	trade	NOUN
aijes-7161	2	34	and	and	CCONJ
aijes-7161	2	35	economics	economic	NOUN
aijes-7161	2	36	,	,	PUNCT
aijes-7161	2	37	ukraine	ukraine	NOUN
aijes-7161	2	38	¹	¹	PROPN
aijes-7161	2	39	https://orcid.org/0000-0002-6512-2776	https://orcid.org/0000-0002-6512-2776	PROPN
aijes-7161	2	40	,	,	PUNCT
aijes-7161	2	41	e	e	NOUN
aijes-7161	2	42	-	-	NOUN
aijes-7161	2	43	mail	mail	NOUN
aijes-7161	2	44	:	:	PUNCT
aijes-7161	2	45	a.sorokina@knute.edu.ua	a.sorokina@knute.edu.ua	PROPN
aijes-7161	2	46	²	²	NUM
aijes-7161	2	47	https://orcid.org/0000-0001-8632-5460	https://orcid.org/0000-0001-8632-5460	NOUN
aijes-7161	2	48	,	,	PUNCT
aijes-7161	2	49	e	e	NOUN
aijes-7161	2	50	-	-	NOUN
aijes-7161	2	51	mail	mail	NOUN
aijes-7161	2	52	:	:	PUNCT
aijes-7161	2	53	l.lebedeva@knute.edu.ua	l.lebedeva@knute.edu.ua	PROPN
aijes-7161	2	54	abstract	abstract	NOUN
aijes-7161	2	55	:	:	PUNCT
aijes-7161	2	56	the	the	DET
aijes-7161	2	57	research	research	NOUN
aijes-7161	2	58	focuses	focus	VERB
aijes-7161	2	59	on	on	ADP
aijes-7161	2	60	determining	determine	VERB
aijes-7161	2	61	the	the	DET
aijes-7161	2	62	impact	impact	NOUN
aijes-7161	2	63	of	of	ADP
aijes-7161	2	64	digitalization	digitalization	NOUN
aijes-7161	2	65	factors	factor	NOUN
aijes-7161	2	66	on	on	ADP
aijes-7161	2	67	the	the	DET
aijes-7161	2	68	resilience	resilience	NOUN
aijes-7161	2	69	of	of	ADP
aijes-7161	2	70	ukraine	ukraine	NOUN
aijes-7161	2	71	’s	’s	PART
aijes-7161	2	72	entrepreneurial	entrepreneurial	ADJ
aijes-7161	2	73	sector	sector	NOUN
aijes-7161	2	74	.	.	PUNCT
aijes-7161	3	1	the	the	DET
aijes-7161	3	2	main	main	ADJ
aijes-7161	3	3	aim	aim	NOUN
aijes-7161	3	4	is	be	AUX
aijes-7161	3	5	to	to	PART
aijes-7161	3	6	determine	determine	VERB
aijes-7161	3	7	whether	whether	SCONJ
aijes-7161	3	8	digitalization	digitalization	NOUN
aijes-7161	3	9	has	have	VERB
aijes-7161	3	10	a	a	DET
aijes-7161	3	11	positive	positive	ADJ
aijes-7161	3	12	impact	impact	NOUN
aijes-7161	3	13	on	on	ADP
aijes-7161	3	14	the	the	DET
aijes-7161	3	15	resilience	resilience	NOUN
aijes-7161	3	16	of	of	ADP
aijes-7161	3	17	enterprises	enterprise	NOUN
aijes-7161	3	18	.	.	PUNCT
aijes-7161	4	1	the	the	DET
aijes-7161	4	2	factors	factor	NOUN
aijes-7161	4	3	under	under	ADP
aijes-7161	4	4	research	research	NOUN
aijes-7161	4	5	include	include	VERB
aijes-7161	4	6	the	the	DET
aijes-7161	4	7	following	following	NOUN
aijes-7161	4	8	:	:	PUNCT
aijes-7161	4	9	the	the	DET
aijes-7161	4	10	availability	availability	NOUN
aijes-7161	4	11	of	of	ADP
aijes-7161	4	12	internet	internet	NOUN
aijes-7161	4	13	access	access	NOUN
aijes-7161	4	14	at	at	ADP
aijes-7161	4	15	ukrainian	ukrainian	ADJ
aijes-7161	4	16	enterprises	enterprise	NOUN
aijes-7161	4	17	,	,	PUNCT
aijes-7161	4	18	their	their	PRON
aijes-7161	4	19	ecommerce	ecommerce	NOUN
aijes-7161	4	20	,	,	PUNCT
aijes-7161	4	21	the	the	DET
aijes-7161	4	22	number	number	NOUN
aijes-7161	4	23	of	of	ADP
aijes-7161	4	24	employees	employee	NOUN
aijes-7161	4	25	involved	involve	VERB
aijes-7161	4	26	in	in	ADP
aijes-7161	4	27	research	research	NOUN
aijes-7161	4	28	and	and	CCONJ
aijes-7161	4	29	development	development	NOUN
aijes-7161	4	30	,	,	PUNCT
aijes-7161	4	31	and	and	CCONJ
aijes-7161	4	32	the	the	DET
aijes-7161	4	33	share	share	NOUN
aijes-7161	4	34	of	of	ADP
aijes-7161	4	35	enterprises	enterprise	NOUN
aijes-7161	4	36	that	that	PRON
aijes-7161	4	37	employ	employ	VERB
aijes-7161	4	38	ict	ict	NOUN
aijes-7161	4	39	specialists	specialist	NOUN
aijes-7161	4	40	.	.	PUNCT
aijes-7161	5	1	the	the	DET
aijes-7161	5	2	research	research	NOUN
aijes-7161	5	3	methodology	methodology	NOUN
aijes-7161	5	4	has	have	VERB
aijes-7161	5	5	two	two	NUM
aijes-7161	5	6	components	component	NOUN
aijes-7161	5	7	:	:	PUNCT
aijes-7161	5	8	the	the	DET
aijes-7161	5	9	use	use	NOUN
aijes-7161	5	10	of	of	ADP
aijes-7161	5	11	a	a	DET
aijes-7161	5	12	multifactor	multifactor	NOUN
aijes-7161	5	13	nonlinear	nonlinear	NOUN
aijes-7161	5	14	regression	regression	NOUN
aijes-7161	5	15	model	model	NOUN
aijes-7161	5	16	and	and	CCONJ
aijes-7161	5	17	the	the	DET
aijes-7161	5	18	calculation	calculation	NOUN
aijes-7161	5	19	of	of	ADP
aijes-7161	5	20	the	the	DET
aijes-7161	5	21	proposed	propose	VERB
aijes-7161	5	22	index	index	NOUN
aijes-7161	5	23	of	of	ADP
aijes-7161	5	24	digital	digital	ADJ
aijes-7161	5	25	penetration	penetration	NOUN
aijes-7161	5	26	in	in	ADP
aijes-7161	5	27	the	the	DET
aijes-7161	5	28	ukrainian	ukrainian	ADJ
aijes-7161	5	29	business	business	NOUN
aijes-7161	5	30	sector	sector	NOUN
aijes-7161	5	31	.	.	PUNCT
aijes-7161	6	1	the	the	DET
aijes-7161	6	2	results	result	NOUN
aijes-7161	6	3	show	show	VERB
aijes-7161	6	4	that	that	SCONJ
aijes-7161	6	5	the	the	DET
aijes-7161	6	6	most	most	ADV
aijes-7161	6	7	influential	influential	ADJ
aijes-7161	6	8	factors	factor	NOUN
aijes-7161	6	9	of	of	ADP
aijes-7161	6	10	digitalization	digitalization	NOUN
aijes-7161	6	11	are	be	AUX
aijes-7161	6	12	:	:	PUNCT
aijes-7161	6	13	the	the	DET
aijes-7161	6	14	presence	presence	NOUN
aijes-7161	6	15	of	of	ADP
aijes-7161	6	16	employees	employee	NOUN
aijes-7161	6	17	specializing	specialize	VERB
aijes-7161	6	18	in	in	ADP
aijes-7161	6	19	ict	ict	PROPN
aijes-7161	6	20	and	and	CCONJ
aijes-7161	6	21	e	e	NOUN
aijes-7161	6	22	-	-	NOUN
aijes-7161	6	23	commerce	commerce	NOUN
aijes-7161	6	24	.	.	PUNCT
aijes-7161	7	1	both	both	DET
aijes-7161	7	2	factors	factor	NOUN
aijes-7161	7	3	make	make	VERB
aijes-7161	7	4	ukrainian	ukrainian	ADJ
aijes-7161	7	5	enterprises	enterprise	NOUN
aijes-7161	7	6	more	more	ADV
aijes-7161	7	7	resilient	resilient	ADJ
aijes-7161	7	8	and	and	CCONJ
aijes-7161	7	9	adaptive	adaptive	ADJ
aijes-7161	7	10	to	to	ADP
aijes-7161	7	11	shocks	shock	NOUN
aijes-7161	7	12	.	.	PUNCT
aijes-7161	8	1	however	however	ADV
aijes-7161	8	2	,	,	PUNCT
aijes-7161	8	3	the	the	DET
aijes-7161	8	4	results	result	NOUN
aijes-7161	8	5	of	of	ADP
aijes-7161	8	6	the	the	DET
aijes-7161	8	7	digital	digital	ADJ
aijes-7161	8	8	penetration	penetration	NOUN
aijes-7161	8	9	index	index	NOUN
aijes-7161	8	10	emphasize	emphasize	VERB
aijes-7161	8	11	the	the	DET
aijes-7161	8	12	low	low	ADJ
aijes-7161	8	13	level	level	NOUN
aijes-7161	8	14	of	of	ADP
aijes-7161	8	15	digital	digital	ADJ
aijes-7161	8	16	transformation	transformation	NOUN
aijes-7161	8	17	in	in	ADP
aijes-7161	8	18	ukrainian	ukrainian	ADJ
aijes-7161	8	19	enterprises	enterprise	NOUN
aijes-7161	8	20	,	,	PUNCT
aijes-7161	8	21	particularly	particularly	ADV
aijes-7161	8	22	limited	limited	ADJ
aijes-7161	8	23	automation	automation	NOUN
aijes-7161	8	24	and	and	CCONJ
aijes-7161	8	25	insufficient	insufficient	ADJ
aijes-7161	8	26	use	use	NOUN
aijes-7161	8	27	of	of	ADP
aijes-7161	8	28	cloud	cloud	NOUN
aijes-7161	8	29	computing	computing	NOUN
aijes-7161	8	30	and	and	CCONJ
aijes-7161	8	31	artificial	artificial	ADJ
aijes-7161	8	32	intelligence	intelligence	NOUN
aijes-7161	8	33	technologies	technology	NOUN
aijes-7161	8	34	.	.	PUNCT
aijes-7161	9	1	the	the	DET
aijes-7161	9	2	results	result	NOUN
aijes-7161	9	3	of	of	ADP
aijes-7161	9	4	the	the	DET
aijes-7161	9	5	study	study	NOUN
aijes-7161	9	6	confirm	confirm	VERB
aijes-7161	9	7	that	that	DET
aijes-7161	9	8	digitalization	digitalization	NOUN
aijes-7161	9	9	does	do	AUX
aijes-7161	9	10	enhance	enhance	VERB
aijes-7161	9	11	the	the	DET
aijes-7161	9	12	resilience	resilience	NOUN
aijes-7161	9	13	of	of	ADP
aijes-7161	9	14	ukraine	ukraine	NOUN
aijes-7161	9	15	's	's	PART
aijes-7161	9	16	entrepreneurial	entrepreneurial	ADJ
aijes-7161	9	17	sector	sector	NOUN
aijes-7161	9	18	,	,	PUNCT
aijes-7161	9	19	but	but	CCONJ
aijes-7161	9	20	the	the	DET
aijes-7161	9	21	low	low	ADJ
aijes-7161	9	22	level	level	NOUN
aijes-7161	9	23	of	of	ADP
aijes-7161	9	24	digital	digital	ADJ
aijes-7161	9	25	transformation	transformation	NOUN
aijes-7161	9	26	underscores	underscore	VERB
aijes-7161	9	27	the	the	DET
aijes-7161	9	28	need	need	NOUN
aijes-7161	9	29	for	for	ADP
aijes-7161	9	30	legislative	legislative	ADJ
aijes-7161	9	31	action	action	NOUN
aijes-7161	9	32	to	to	PART
aijes-7161	9	33	accelerate	accelerate	VERB
aijes-7161	9	34	the	the	DET
aijes-7161	9	35	development	development	NOUN
aijes-7161	9	36	of	of	ADP
aijes-7161	9	37	advanced	advanced	ADJ
aijes-7161	9	38	digital	digital	ADJ
aijes-7161	9	39	technologies	technology	NOUN
aijes-7161	9	40	.	.	PUNCT
aijes-7161	10	1	in	in	ADP
aijes-7161	10	2	order	order	NOUN
aijes-7161	10	3	to	to	PART
aijes-7161	10	4	benchmark	benchmark	VERB
aijes-7161	10	5	the	the	DET
aijes-7161	10	6	experience	experience	NOUN
aijes-7161	10	7	,	,	PUNCT
aijes-7161	10	8	the	the	DET
aijes-7161	10	9	authors	author	NOUN
aijes-7161	10	10	compare	compare	VERB
aijes-7161	10	11	the	the	DET
aijes-7161	10	12	use	use	NOUN
aijes-7161	10	13	of	of	ADP
aijes-7161	10	14	digital	digital	ADJ
aijes-7161	10	15	technologies	technology	NOUN
aijes-7161	10	16	in	in	ADP
aijes-7161	10	17	ukrainian	ukrainian	ADJ
aijes-7161	10	18	and	and	CCONJ
aijes-7161	10	19	eu	eu	PROPN
aijes-7161	10	20	enterprises	enterprise	NOUN
aijes-7161	10	21	.	.	PUNCT
aijes-7161	11	1	the	the	DET
aijes-7161	11	2	results	result	NOUN
aijes-7161	11	3	of	of	ADP
aijes-7161	11	4	the	the	DET
aijes-7161	11	5	research	research	NOUN
aijes-7161	11	6	can	can	AUX
aijes-7161	11	7	be	be	AUX
aijes-7161	11	8	used	use	VERB
aijes-7161	11	9	to	to	PART
aijes-7161	11	10	deepen	deepen	VERB
aijes-7161	11	11	the	the	DET
aijes-7161	11	12	study	study	NOUN
aijes-7161	11	13	of	of	ADP
aijes-7161	11	14	sectoral	sectoral	ADJ
aijes-7161	11	15	resilience	resilience	NOUN
aijes-7161	11	16	,	,	PUNCT
aijes-7161	11	17	the	the	DET
aijes-7161	11	18	experience	experience	NOUN
aijes-7161	11	19	of	of	ADP
aijes-7161	11	20	eu	eu	PROPN
aijes-7161	11	21	countries	country	NOUN
aijes-7161	11	22	,	,	PUNCT
aijes-7161	11	23	and	and	CCONJ
aijes-7161	11	24	to	to	PART
aijes-7161	11	25	provide	provide	VERB
aijes-7161	11	26	recommendations	recommendation	NOUN
aijes-7161	11	27	for	for	ADP
aijes-7161	11	28	digital	digital	ADJ
aijes-7161	11	29	development	development	NOUN
aijes-7161	11	30	of	of	ADP
aijes-7161	11	31	ukraine	ukraine	NOUN
aijes-7161	11	32	.	.	PUNCT
aijes-7161	12	1	keywords	keyword	NOUN
aijes-7161	12	2	:	:	PUNCT
aijes-7161	12	3	digital	digital	ADJ
aijes-7161	12	4	transformation	transformation	NOUN
aijes-7161	12	5	,	,	PUNCT
aijes-7161	12	6	economic	economic	ADJ
aijes-7161	12	7	resilience	resilience	NOUN
aijes-7161	12	8	,	,	PUNCT
aijes-7161	12	9	enterprises	enterprise	NOUN
aijes-7161	12	10	'	'	PART
aijes-7161	12	11	resilience	resilience	NOUN
aijes-7161	12	12	,	,	PUNCT
aijes-7161	12	13	digitalization	digitalization	NOUN
aijes-7161	12	14	introduction	introduction	NOUN
aijes-7161	12	15	enterprise	enterprise	NOUN
aijes-7161	12	16	resilience	resilience	NOUN
aijes-7161	12	17	in	in	ADP
aijes-7161	12	18	the	the	DET
aijes-7161	12	19	context	context	NOUN
aijes-7161	12	20	of	of	ADP
aijes-7161	12	21	digitalization	digitalization	NOUN
aijes-7161	12	22	refers	refer	VERB
aijes-7161	12	23	to	to	ADP
aijes-7161	12	24	the	the	DET
aijes-7161	12	25	ability	ability	NOUN
aijes-7161	12	26	of	of	ADP
aijes-7161	12	27	businesses	business	NOUN
aijes-7161	12	28	to	to	PART
aijes-7161	12	29	integrate	integrate	VERB
aijes-7161	12	30	digital	digital	ADJ
aijes-7161	12	31	technologies	technology	NOUN
aijes-7161	12	32	to	to	PART
aijes-7161	12	33	maintain	maintain	VERB
aijes-7161	12	34	competitiveness	competitiveness	NOUN
aijes-7161	12	35	,	,	PUNCT
aijes-7161	12	36	ensure	ensure	VERB
aijes-7161	12	37	the	the	DET
aijes-7161	12	38	continuity	continuity	NOUN
aijes-7161	12	39	of	of	ADP
aijes-7161	12	40	business	business	NOUN
aijes-7161	12	41	processes	process	NOUN
aijes-7161	12	42	,	,	PUNCT
aijes-7161	12	43	and	and	CCONJ
aijes-7161	12	44	absorb	absorb	VERB
aijes-7161	12	45	shocks	shock	NOUN
aijes-7161	12	46	of	of	ADP
aijes-7161	12	47	various	various	ADJ
aijes-7161	12	48	kinds	kind	NOUN
aijes-7161	12	49	.	.	PUNCT
aijes-7161	13	1	two	two	NUM
aijes-7161	13	2	positive	positive	ADJ
aijes-7161	13	3	effects	effect	NOUN
aijes-7161	13	4	of	of	ADP
aijes-7161	13	5	digital	digital	ADJ
aijes-7161	13	6	technology	technology	NOUN
aijes-7161	13	7	adoption	adoption	NOUN
aijes-7161	13	8	by	by	ADP
aijes-7161	13	9	the	the	DET
aijes-7161	13	10	entrepreneurial	entrepreneurial	ADJ
aijes-7161	13	11	sector	sector	NOUN
aijes-7161	13	12	can	can	AUX
aijes-7161	13	13	be	be	AUX
aijes-7161	13	14	identified	identify	VERB
aijes-7161	13	15	.	.	PUNCT
aijes-7161	14	1	first	first	ADV
aijes-7161	14	2	,	,	PUNCT
aijes-7161	14	3	at	at	ADP
aijes-7161	14	4	the	the	DET
aijes-7161	14	5	micro	micro	NOUN
aijes-7161	14	6	-	-	NOUN
aijes-7161	14	7	level	level	NOUN
aijes-7161	14	8	,	,	PUNCT
aijes-7161	14	9	it	it	PRON
aijes-7161	14	10	directly	directly	ADV
aijes-7161	14	11	improves	improve	VERB
aijes-7161	14	12	enterprise	enterprise	NOUN
aijes-7161	14	13	efficiency	efficiency	NOUN
aijes-7161	14	14	(	(	PUNCT
aijes-7161	14	15	positive	positive	ADJ
aijes-7161	14	16	correlation	correlation	NOUN
aijes-7161	14	17	may	may	AUX
aijes-7161	14	18	result	result	VERB
aijes-7161	14	19	from	from	ADP
aijes-7161	14	20	process	process	NOUN
aijes-7161	14	21	automation	automation	NOUN
aijes-7161	14	22	,	,	PUNCT
aijes-7161	14	23	better	well	ADJ
aijes-7161	14	24	data	datum	NOUN
aijes-7161	14	25	management	management	NOUN
aijes-7161	14	26	,	,	PUNCT
aijes-7161	14	27	and	and	CCONJ
aijes-7161	14	28	enhanced	enhance	VERB
aijes-7161	14	29	communication	communication	NOUN
aijes-7161	14	30	capabilities	capability	NOUN
aijes-7161	14	31	(	(	PUNCT
aijes-7161	14	32	wang	wang	PROPN
aijes-7161	14	33	et	et	PROPN
aijes-7161	14	34	al	al	PROPN
aijes-7161	14	35	.	.	PROPN
aijes-7161	14	36	,	,	PUNCT
aijes-7161	14	37	2023	2023	NUM
aijes-7161	14	38	)	)	PUNCT
aijes-7161	14	39	)	)	PUNCT
aijes-7161	14	40	.	.	PUNCT
aijes-7161	15	1	summarizing	summarize	VERB
aijes-7161	15	2	existing	exist	VERB
aijes-7161	15	3	theoretical	theoretical	ADJ
aijes-7161	15	4	research	research	NOUN
aijes-7161	15	5	(	(	PUNCT
aijes-7161	15	6	caputo	caputo	PROPN
aijes-7161	15	7	et	et	PROPN
aijes-7161	15	8	al	al	PROPN
aijes-7161	15	9	.	.	PROPN
aijes-7161	15	10	,	,	PUNCT
aijes-7161	15	11	2020	2020	NUM
aijes-7161	15	12	;	;	PUNCT
aijes-7161	15	13	bican	bican	PROPN
aijes-7161	15	14	&	&	CCONJ
aijes-7161	15	15	brem	brem	PROPN
aijes-7161	15	16	,	,	PUNCT
aijes-7161	15	17	2020	2020	NUM
aijes-7161	15	18	;	;	PUNCT
aijes-7161	15	19	legner	legner	X
aijes-7161	15	20	et	et	PROPN
aijes-7161	15	21	al	al	PROPN
aijes-7161	15	22	.	.	PROPN
aijes-7161	15	23	,	,	PUNCT
aijes-7161	15	24	2017	2017	NUM
aijes-7161	15	25	)	)	PUNCT
aijes-7161	15	26	,	,	PUNCT
aijes-7161	15	27	digitalization	digitalization	NOUN
aijes-7161	15	28	affects	affect	VERB
aijes-7161	15	29	enterprise	enterprise	NOUN
aijes-7161	15	30	productivity	productivity	NOUN
aijes-7161	15	31	through	through	ADP
aijes-7161	15	32	operational	operational	ADJ
aijes-7161	15	33	efficiency	efficiency	NOUN
aijes-7161	15	34	improvement	improvement	NOUN
aijes-7161	15	35	,	,	PUNCT
aijes-7161	15	36	market	market	NOUN
aijes-7161	15	37	expansion	expansion	NOUN
aijes-7161	15	38	,	,	PUNCT
aijes-7161	15	39	better	well	ADJ
aijes-7161	15	40	communication	communication	NOUN
aijes-7161	15	41	between	between	ADP
aijes-7161	15	42	business	business	NOUN
aijes-7161	15	43	and	and	CCONJ
aijes-7161	15	44	household	household	NOUN
aijes-7161	15	45	sectors	sector	NOUN
aijes-7161	15	46	,	,	PUNCT
aijes-7161	15	47	product	product	NOUN
aijes-7161	15	48	diversification	diversification	NOUN
aijes-7161	15	49	,	,	PUNCT
aijes-7161	15	50	and	and	CCONJ
aijes-7161	15	51	adaptability	adaptability	NOUN
aijes-7161	15	52	to	to	ADP
aijes-7161	15	53	a	a	DET
aijes-7161	15	54	changing	change	VERB
aijes-7161	15	55	business	business	NOUN
aijes-7161	15	56	environment	environment	NOUN
aijes-7161	15	57	.	.	PUNCT
aijes-7161	16	1	in	in	ADP
aijes-7161	16	2	addition	addition	NOUN
aijes-7161	16	3	,	,	PUNCT
aijes-7161	16	4	according	accord	VERB
aijes-7161	16	5	to	to	ADP
aijes-7161	16	6	recent	recent	ADJ
aijes-7161	16	7	research	research	NOUN
aijes-7161	16	8	,	,	PUNCT
aijes-7161	16	9	the	the	DET
aijes-7161	16	10	development	development	NOUN
aijes-7161	16	11	of	of	ADP
aijes-7161	16	12	a	a	DET
aijes-7161	16	13	digital	digital	ADJ
aijes-7161	16	14	culture	culture	NOUN
aijes-7161	16	15	has	have	VERB
aijes-7161	16	16	a	a	DET
aijes-7161	16	17	beneficial	beneficial	ADJ
aijes-7161	16	18	impact	impact	NOUN
aijes-7161	16	19	on	on	ADP
aijes-7161	16	20	the	the	DET
aijes-7161	16	21	sustainable	sustainable	ADJ
aijes-7161	16	22	development	development	NOUN
aijes-7161	16	23	of	of	ADP
aijes-7161	16	24	enterprises	enterprise	NOUN
aijes-7161	16	25	(	(	PUNCT
aijes-7161	16	26	serafimova	serafimova	PROPN
aijes-7161	16	27	&	&	CCONJ
aijes-7161	16	28	vasilev	vasilev	NOUN
aijes-7161	16	29	,	,	PUNCT
aijes-7161	16	30	2024	2024	NUM
aijes-7161	16	31	)	)	PUNCT
aijes-7161	16	32	.	.	PUNCT
aijes-7161	17	1	such	such	ADJ
aijes-7161	17	2	https://orcid.org/0000-0002-6512-2776	https://orcid.org/0000-0002-6512-2776	NOUN
aijes-7161	17	3	mailto:a.sorokina@knute.edu.ua	mailto:a.sorokina@knute.edu.ua	NOUN
aijes-7161	17	4	https://orcid.org/0000-0001-8632-5460	https://orcid.org/0000-0001-8632-5460	VERB
aijes-7161	17	5	mailto:l.lebedeva@knute.edu.ua	mailto:l.lebedeva@knute.edu.ua	PROPN
aijes-7161	17	6	the	the	DET
aijes-7161	17	7	impact	impact	NOUN
aijes-7161	17	8	of	of	ADP
aijes-7161	17	9	digital	digital	ADJ
aijes-7161	17	10	transformation	transformation	NOUN
aijes-7161	17	11	on	on	ADP
aijes-7161	17	12	enterprises	enterprise	NOUN
aijes-7161	17	13	'	'	PART
aijes-7161	17	14	resilience	resilience	NOUN
aijes-7161	17	15	:	:	PUNCT
aijes-7161	17	16	evidence	evidence	NOUN
aijes-7161	17	17	from	from	ADP
aijes-7161	17	18	ukraine	ukraine	PROPN
aijes-7161	17	19	304	304	NUM
aijes-7161	17	20	positive	positive	ADJ
aijes-7161	17	21	correlations	correlation	NOUN
aijes-7161	17	22	contribute	contribute	VERB
aijes-7161	17	23	to	to	ADP
aijes-7161	17	24	enterprise	enterprise	NOUN
aijes-7161	17	25	resilience	resilience	NOUN
aijes-7161	17	26	,	,	PUNCT
aijes-7161	17	27	as	as	SCONJ
aijes-7161	17	28	these	these	DET
aijes-7161	17	29	conditions	condition	NOUN
aijes-7161	17	30	enable	enable	VERB
aijes-7161	17	31	faster	fast	ADJ
aijes-7161	17	32	recovery	recovery	NOUN
aijes-7161	17	33	following	follow	VERB
aijes-7161	17	34	shock	shock	NOUN
aijes-7161	17	35	events	event	NOUN
aijes-7161	17	36	.	.	PUNCT
aijes-7161	18	1	the	the	DET
aijes-7161	18	2	second	second	ADJ
aijes-7161	18	3	assertion	assertion	NOUN
aijes-7161	18	4	logically	logically	ADV
aijes-7161	18	5	follows	follow	VERB
aijes-7161	18	6	:	:	PUNCT
aijes-7161	18	7	digital	digital	ADJ
aijes-7161	18	8	technology	technology	NOUN
aijes-7161	18	9	adoption	adoption	NOUN
aijes-7161	18	10	by	by	ADP
aijes-7161	18	11	the	the	DET
aijes-7161	18	12	entrepreneurial	entrepreneurial	ADJ
aijes-7161	18	13	sector	sector	NOUN
aijes-7161	18	14	enhances	enhance	VERB
aijes-7161	18	15	the	the	DET
aijes-7161	18	16	resilience	resilience	NOUN
aijes-7161	18	17	of	of	ADP
aijes-7161	18	18	the	the	DET
aijes-7161	18	19	entire	entire	ADJ
aijes-7161	18	20	economic	economic	ADJ
aijes-7161	18	21	system	system	NOUN
aijes-7161	18	22	.	.	PUNCT
aijes-7161	19	1	this	this	PRON
aijes-7161	19	2	can	can	AUX
aijes-7161	19	3	be	be	AUX
aijes-7161	19	4	attributed	attribute	VERB
aijes-7161	19	5	to	to	ADP
aijes-7161	19	6	the	the	DET
aijes-7161	19	7	transformation	transformation	NOUN
aijes-7161	19	8	of	of	ADP
aijes-7161	19	9	business	business	NOUN
aijes-7161	19	10	models	model	NOUN
aijes-7161	19	11	and	and	CCONJ
aijes-7161	19	12	the	the	DET
aijes-7161	19	13	creation	creation	NOUN
aijes-7161	19	14	of	of	ADP
aijes-7161	19	15	new	new	ADJ
aijes-7161	19	16	products	product	NOUN
aijes-7161	19	17	(	(	PUNCT
aijes-7161	19	18	which	which	PRON
aijes-7161	19	19	increase	increase	VERB
aijes-7161	19	20	economic	economic	ADJ
aijes-7161	19	21	diversification	diversification	NOUN
aijes-7161	19	22	and	and	CCONJ
aijes-7161	19	23	,	,	PUNCT
aijes-7161	19	24	hence	hence	ADV
aijes-7161	19	25	,	,	PUNCT
aijes-7161	19	26	adaptability	adaptability	NOUN
aijes-7161	19	27	)	)	PUNCT
aijes-7161	19	28	;	;	PUNCT
aijes-7161	19	29	global	global	ADJ
aijes-7161	19	30	market	market	NOUN
aijes-7161	19	31	entry	entry	NOUN
aijes-7161	19	32	and	and	CCONJ
aijes-7161	19	33	revenue	revenue	NOUN
aijes-7161	19	34	source	source	NOUN
aijes-7161	19	35	diversification	diversification	NOUN
aijes-7161	19	36	(	(	PUNCT
aijes-7161	19	37	which	which	PRON
aijes-7161	19	38	improve	improve	VERB
aijes-7161	19	39	competitiveness	competitiveness	NOUN
aijes-7161	19	40	and	and	CCONJ
aijes-7161	19	41	recovery	recovery	NOUN
aijes-7161	19	42	capacity	capacity	NOUN
aijes-7161	19	43	)	)	PUNCT
aijes-7161	19	44	;	;	PUNCT
aijes-7161	19	45	and	and	CCONJ
aijes-7161	19	46	cost	cost	NOUN
aijes-7161	19	47	reduction	reduction	NOUN
aijes-7161	19	48	through	through	ADP
aijes-7161	19	49	digitalization	digitalization	NOUN
aijes-7161	19	50	(	(	PUNCT
aijes-7161	19	51	which	which	PRON
aijes-7161	19	52	enhances	enhance	VERB
aijes-7161	19	53	the	the	DET
aijes-7161	19	54	system	system	NOUN
aijes-7161	19	55	’s	’s	PART
aijes-7161	19	56	absorption	absorption	NOUN
aijes-7161	19	57	capacity	capacity	NOUN
aijes-7161	19	58	)	)	PUNCT
aijes-7161	19	59	.	.	PUNCT
aijes-7161	20	1	this	this	DET
aijes-7161	20	2	paper	paper	NOUN
aijes-7161	20	3	aims	aim	VERB
aijes-7161	20	4	to	to	PART
aijes-7161	20	5	assess	assess	VERB
aijes-7161	20	6	the	the	DET
aijes-7161	20	7	impact	impact	NOUN
aijes-7161	20	8	of	of	ADP
aijes-7161	20	9	digitalization	digitalization	NOUN
aijes-7161	20	10	factors	factor	NOUN
aijes-7161	20	11	on	on	ADP
aijes-7161	20	12	the	the	DET
aijes-7161	20	13	resilience	resilience	NOUN
aijes-7161	20	14	of	of	ADP
aijes-7161	20	15	ukraine	ukraine	NOUN
aijes-7161	20	16	’s	’s	PART
aijes-7161	20	17	entrepreneurial	entrepreneurial	ADJ
aijes-7161	20	18	sector	sector	NOUN
aijes-7161	20	19	.	.	PUNCT
aijes-7161	21	1	research	research	NOUN
aijes-7161	21	2	on	on	ADP
aijes-7161	21	3	the	the	DET
aijes-7161	21	4	digitalization	digitalization	NOUN
aijes-7161	21	5	impact	impact	NOUN
aijes-7161	21	6	on	on	ADP
aijes-7161	21	7	enterprise	enterprise	NOUN
aijes-7161	21	8	resilience	resilience	NOUN
aijes-7161	21	9	in	in	ADP
aijes-7161	21	10	ukraine	ukraine	PROPN
aijes-7161	21	11	remains	remain	VERB
aijes-7161	21	12	limited	limited	ADJ
aijes-7161	21	13	.	.	PUNCT
aijes-7161	22	1	while	while	SCONJ
aijes-7161	22	2	significant	significant	ADJ
aijes-7161	22	3	attention	attention	NOUN
aijes-7161	22	4	has	have	AUX
aijes-7161	22	5	been	be	AUX
aijes-7161	22	6	paid	pay	VERB
aijes-7161	22	7	to	to	ADP
aijes-7161	22	8	economic	economic	ADJ
aijes-7161	22	9	security	security	NOUN
aijes-7161	22	10	(	(	PUNCT
aijes-7161	22	11	zinenko	zinenko	PROPN
aijes-7161	22	12	&	&	CCONJ
aijes-7161	22	13	kobielieva	kobielieva	PROPN
aijes-7161	22	14	,	,	PUNCT
aijes-7161	22	15	2022	2022	NUM
aijes-7161	22	16	;	;	PUNCT
aijes-7161	22	17	hrinkevich	hrinkevich	NOUN
aijes-7161	22	18	et	et	PROPN
aijes-7161	22	19	al	al	PROPN
aijes-7161	22	20	.	.	PROPN
aijes-7161	22	21	,	,	PUNCT
aijes-7161	22	22	2023	2023	NUM
aijes-7161	22	23	;	;	PUNCT
aijes-7161	22	24	ohrenych	ohrenych	PROPN
aijes-7161	22	25	&	&	CCONJ
aijes-7161	22	26	dibrova	dibrova	VERB
aijes-7161	22	27	,	,	PUNCT
aijes-7161	22	28	2023	2023	NUM
aijes-7161	22	29	)	)	PUNCT
aijes-7161	22	30	,	,	PUNCT
aijes-7161	22	31	innovation	innovation	NOUN
aijes-7161	22	32	development	development	NOUN
aijes-7161	22	33	,	,	PUNCT
aijes-7161	22	34	digitalization	digitalization	NOUN
aijes-7161	22	35	,	,	PUNCT
aijes-7161	22	36	and	and	CCONJ
aijes-7161	22	37	their	their	PRON
aijes-7161	22	38	implications	implication	NOUN
aijes-7161	22	39	for	for	ADP
aijes-7161	22	40	enterprise	enterprise	NOUN
aijes-7161	22	41	security	security	NOUN
aijes-7161	22	42	(	(	PUNCT
aijes-7161	22	43	popelo	popelo	NOUN
aijes-7161	22	44	et	et	PROPN
aijes-7161	22	45	al	al	PROPN
aijes-7161	22	46	.	.	PROPN
aijes-7161	22	47	,	,	PUNCT
aijes-7161	22	48	2023	2023	NUM
aijes-7161	22	49	;	;	PUNCT
aijes-7161	22	50	zubko	zubko	PROPN
aijes-7161	22	51	et	et	PROPN
aijes-7161	22	52	al	al	PROPN
aijes-7161	22	53	.	.	PROPN
aijes-7161	22	54	,	,	PUNCT
aijes-7161	22	55	2021	2021	NUM
aijes-7161	22	56	;	;	PUNCT
aijes-7161	22	57	kuzior	kuzior	PROPN
aijes-7161	22	58	et	et	PROPN
aijes-7161	22	59	al	al	PROPN
aijes-7161	22	60	.	.	PROPN
aijes-7161	22	61	,	,	PUNCT
aijes-7161	22	62	2022	2022	NUM
aijes-7161	22	63	;	;	PUNCT
aijes-7161	22	64	dubyna	dubyna	NOUN
aijes-7161	22	65	et	et	PROPN
aijes-7161	22	66	al	al	PROPN
aijes-7161	22	67	.	.	PROPN
aijes-7161	22	68	,	,	PUNCT
aijes-7161	22	69	2023	2023	NUM
aijes-7161	22	70	)	)	PUNCT
aijes-7161	22	71	,	,	PUNCT
aijes-7161	22	72	the	the	DET
aijes-7161	22	73	concept	concept	NOUN
aijes-7161	22	74	of	of	ADP
aijes-7161	22	75	resilience	resilience	NOUN
aijes-7161	22	76	and	and	CCONJ
aijes-7161	22	77	the	the	DET
aijes-7161	22	78	direct	direct	ADJ
aijes-7161	22	79	impact	impact	NOUN
aijes-7161	22	80	of	of	ADP
aijes-7161	22	81	digital	digital	ADJ
aijes-7161	22	82	technologies	technology	NOUN
aijes-7161	22	83	are	be	AUX
aijes-7161	22	84	mostly	mostly	ADV
aijes-7161	22	85	explored	explore	VERB
aijes-7161	22	86	theoretically	theoretically	ADV
aijes-7161	22	87	.	.	PUNCT
aijes-7161	23	1	therefore	therefore	ADV
aijes-7161	23	2	,	,	PUNCT
aijes-7161	23	3	expanding	expand	VERB
aijes-7161	23	4	the	the	DET
aijes-7161	23	5	research	research	NOUN
aijes-7161	23	6	focus	focus	NOUN
aijes-7161	23	7	is	be	AUX
aijes-7161	23	8	appropriate	appropriate	ADJ
aijes-7161	23	9	.	.	PUNCT
aijes-7161	24	1	this	this	DET
aijes-7161	24	2	research	research	NOUN
aijes-7161	24	3	addresses	address	VERB
aijes-7161	24	4	the	the	DET
aijes-7161	24	5	following	follow	VERB
aijes-7161	24	6	questions	question	NOUN
aijes-7161	24	7	:	:	PUNCT
aijes-7161	24	8	(	(	PUNCT
aijes-7161	24	9	1	1	X
aijes-7161	24	10	)	)	PUNCT
aijes-7161	24	11	can	can	AUX
aijes-7161	24	12	digitalization	digitalization	NOUN
aijes-7161	24	13	factors	factor	NOUN
aijes-7161	24	14	influence	influence	VERB
aijes-7161	24	15	the	the	DET
aijes-7161	24	16	resilience	resilience	NOUN
aijes-7161	24	17	of	of	ADP
aijes-7161	24	18	ukrainian	ukrainian	ADJ
aijes-7161	24	19	enterprises	enterprise	NOUN
aijes-7161	24	20	?	?	PUNCT
aijes-7161	25	1	(	(	PUNCT
aijes-7161	25	2	2	2	X
aijes-7161	25	3	)	)	PUNCT
aijes-7161	25	4	if	if	SCONJ
aijes-7161	25	5	so	so	ADV
aijes-7161	25	6	,	,	PUNCT
aijes-7161	25	7	which	which	DET
aijes-7161	25	8	factors	factor	NOUN
aijes-7161	25	9	have	have	VERB
aijes-7161	25	10	greater	great	ADJ
aijes-7161	25	11	or	or	CCONJ
aijes-7161	25	12	lesser	less	ADJ
aijes-7161	25	13	impacts	impact	NOUN
aijes-7161	25	14	?	?	PUNCT
aijes-7161	26	1	(	(	PUNCT
aijes-7161	26	2	3	3	X
aijes-7161	26	3	)	)	PUNCT
aijes-7161	26	4	if	if	SCONJ
aijes-7161	26	5	digital	digital	ADJ
aijes-7161	26	6	technologies	technology	NOUN
aijes-7161	26	7	affect	affect	VERB
aijes-7161	26	8	enterprise	enterprise	NOUN
aijes-7161	26	9	resilience	resilience	NOUN
aijes-7161	26	10	,	,	PUNCT
aijes-7161	26	11	what	what	PRON
aijes-7161	26	12	is	be	AUX
aijes-7161	26	13	the	the	DET
aijes-7161	26	14	current	current	ADJ
aijes-7161	26	15	level	level	NOUN
aijes-7161	26	16	of	of	ADP
aijes-7161	26	17	digital	digital	ADJ
aijes-7161	26	18	technology	technology	NOUN
aijes-7161	26	19	penetration	penetration	NOUN
aijes-7161	26	20	in	in	ADP
aijes-7161	26	21	ukraine	ukraine	NOUN
aijes-7161	26	22	’s	’s	PART
aijes-7161	26	23	entrepreneurial	entrepreneurial	ADJ
aijes-7161	26	24	sector	sector	NOUN
aijes-7161	26	25	?	?	PUNCT
aijes-7161	27	1	methods	method	NOUN
aijes-7161	27	2	the	the	DET
aijes-7161	27	3	research	research	NOUN
aijes-7161	27	4	consists	consist	VERB
aijes-7161	27	5	of	of	ADP
aijes-7161	27	6	two	two	NUM
aijes-7161	27	7	quantitative	quantitative	ADJ
aijes-7161	27	8	components	component	NOUN
aijes-7161	27	9	:	:	PUNCT
aijes-7161	27	10	(	(	PUNCT
aijes-7161	27	11	1	1	X
aijes-7161	27	12	)	)	PUNCT
aijes-7161	27	13	the	the	DET
aijes-7161	27	14	application	application	NOUN
aijes-7161	27	15	of	of	ADP
aijes-7161	27	16	a	a	DET
aijes-7161	27	17	nonlinear	nonlinear	ADJ
aijes-7161	27	18	regression	regression	NOUN
aijes-7161	27	19	model	model	NOUN
aijes-7161	27	20	to	to	PART
aijes-7161	27	21	assess	assess	VERB
aijes-7161	27	22	the	the	DET
aijes-7161	27	23	impact	impact	NOUN
aijes-7161	27	24	of	of	ADP
aijes-7161	27	25	digitalization	digitalization	NOUN
aijes-7161	27	26	on	on	ADP
aijes-7161	27	27	enterprise	enterprise	NOUN
aijes-7161	27	28	resilience	resilience	NOUN
aijes-7161	27	29	and	and	CCONJ
aijes-7161	27	30	(	(	PUNCT
aijes-7161	27	31	2	2	X
aijes-7161	27	32	)	)	PUNCT
aijes-7161	27	33	the	the	DET
aijes-7161	27	34	calculation	calculation	NOUN
aijes-7161	27	35	of	of	ADP
aijes-7161	27	36	the	the	DET
aijes-7161	27	37	digital	digital	ADJ
aijes-7161	27	38	technology	technology	NOUN
aijes-7161	27	39	penetration	penetration	NOUN
aijes-7161	27	40	index	index	NOUN
aijes-7161	27	41	for	for	ADP
aijes-7161	27	42	ukraine	ukraine	PROPN
aijes-7161	27	43	’s	’s	PART
aijes-7161	27	44	entrepreneurial	entrepreneurial	ADJ
aijes-7161	27	45	sector	sector	NOUN
aijes-7161	27	46	.	.	PUNCT
aijes-7161	28	1	the	the	DET
aijes-7161	28	2	assessment	assessment	NOUN
aijes-7161	28	3	of	of	ADP
aijes-7161	28	4	the	the	DET
aijes-7161	28	5	impact	impact	NOUN
aijes-7161	28	6	of	of	ADP
aijes-7161	28	7	digitalization	digitalization	NOUN
aijes-7161	28	8	factors	factor	NOUN
aijes-7161	28	9	on	on	ADP
aijes-7161	28	10	enterprise	enterprise	NOUN
aijes-7161	28	11	resilience	resilience	NOUN
aijes-7161	28	12	was	be	AUX
aijes-7161	28	13	conducted	conduct	VERB
aijes-7161	28	14	using	use	VERB
aijes-7161	28	15	mathematical	mathematical	ADJ
aijes-7161	28	16	modeling	modeling	NOUN
aijes-7161	28	17	,	,	PUNCT
aijes-7161	28	18	particularly	particularly	ADV
aijes-7161	28	19	a	a	DET
aijes-7161	28	20	multifactor	multifactor	NOUN
aijes-7161	28	21	nonlinear	nonlinear	PROPN
aijes-7161	28	22	regression	regression	NOUN
aijes-7161	28	23	model	model	NOUN
aijes-7161	28	24	.	.	PUNCT
aijes-7161	29	1	this	this	DET
aijes-7161	29	2	method	method	NOUN
aijes-7161	29	3	is	be	AUX
aijes-7161	29	4	widely	widely	ADV
aijes-7161	29	5	employed	employ	VERB
aijes-7161	29	6	by	by	ADP
aijes-7161	29	7	both	both	CCONJ
aijes-7161	29	8	ukrainian	ukrainian	ADJ
aijes-7161	29	9	(	(	PUNCT
aijes-7161	29	10	for	for	ADP
aijes-7161	29	11	assessing	assess	VERB
aijes-7161	29	12	the	the	DET
aijes-7161	29	13	impact	impact	NOUN
aijes-7161	29	14	of	of	ADP
aijes-7161	29	15	digitalization	digitalization	NOUN
aijes-7161	29	16	on	on	ADP
aijes-7161	29	17	economic	economic	ADJ
aijes-7161	29	18	security	security	NOUN
aijes-7161	29	19	(	(	PUNCT
aijes-7161	29	20	zubko	zubko	X
aijes-7161	29	21	et	et	NOUN
aijes-7161	29	22	al	al	PROPN
aijes-7161	29	23	.	.	PROPN
aijes-7161	29	24	,	,	PUNCT
aijes-7161	29	25	2021	2021	NUM
aijes-7161	29	26	)	)	PUNCT
aijes-7161	29	27	)	)	PUNCT
aijes-7161	30	1	and	and	CCONJ
aijes-7161	30	2	international	international	ADJ
aijes-7161	30	3	researchers	researcher	NOUN
aijes-7161	30	4	(	(	PUNCT
aijes-7161	30	5	for	for	ADP
aijes-7161	30	6	assessing	assess	VERB
aijes-7161	30	7	the	the	DET
aijes-7161	30	8	impact	impact	NOUN
aijes-7161	30	9	of	of	ADP
aijes-7161	30	10	digital	digital	ADJ
aijes-7161	30	11	technologies	technology	NOUN
aijes-7161	30	12	on	on	ADP
aijes-7161	30	13	urban	urban	ADJ
aijes-7161	30	14	resilience	resilience	NOUN
aijes-7161	30	15	(	(	PUNCT
aijes-7161	30	16	shi	shi	PROPN
aijes-7161	30	17	et	et	PROPN
aijes-7161	30	18	al	al	PROPN
aijes-7161	30	19	.	.	PROPN
aijes-7161	30	20	,	,	PUNCT
aijes-7161	30	21	2023	2023	NUM
aijes-7161	30	22	)	)	PUNCT
aijes-7161	30	23	,	,	PUNCT
aijes-7161	30	24	the	the	DET
aijes-7161	30	25	influence	influence	NOUN
aijes-7161	30	26	of	of	ADP
aijes-7161	30	27	digital	digital	ADJ
aijes-7161	30	28	transformation	transformation	NOUN
aijes-7161	30	29	on	on	ADP
aijes-7161	30	30	sme	sme	ADJ
aijes-7161	30	31	resilience	resilience	PROPN
aijes-7161	30	32	(	(	PUNCT
aijes-7161	30	33	omoush	omoush	X
aijes-7161	30	34	et	et	PROPN
aijes-7161	30	35	al	al	PROPN
aijes-7161	30	36	.	.	PROPN
aijes-7161	30	37	,	,	PUNCT
aijes-7161	30	38	2023	2023	NUM
aijes-7161	30	39	)	)	PUNCT
aijes-7161	30	40	,	,	PUNCT
aijes-7161	30	41	and	and	CCONJ
aijes-7161	30	42	the	the	DET
aijes-7161	30	43	effect	effect	NOUN
aijes-7161	30	44	of	of	ADP
aijes-7161	30	45	innovation	innovation	NOUN
aijes-7161	30	46	on	on	ADP
aijes-7161	30	47	urban	urban	ADJ
aijes-7161	30	48	disaster	disaster	NOUN
aijes-7161	30	49	resilience	resilience	NOUN
aijes-7161	30	50	(	(	PUNCT
aijes-7161	30	51	samarakkody	samarakkody	NOUN
aijes-7161	30	52	et	et	PROPN
aijes-7161	30	53	al	al	PROPN
aijes-7161	30	54	.	.	PROPN
aijes-7161	30	55	,	,	PUNCT
aijes-7161	30	56	2023	2023	NUM
aijes-7161	30	57	)	)	PUNCT
aijes-7161	30	58	)	)	PUNCT
aijes-7161	30	59	.	.	PUNCT
aijes-7161	31	1	several	several	ADJ
aijes-7161	31	2	key	key	ADJ
aijes-7161	31	3	theoretical	theoretical	ADJ
aijes-7161	31	4	and	and	CCONJ
aijes-7161	31	5	methodological	methodological	ADJ
aijes-7161	31	6	considerations	consideration	NOUN
aijes-7161	31	7	justify	justify	VERB
aijes-7161	31	8	the	the	DET
aijes-7161	31	9	choice	choice	NOUN
aijes-7161	31	10	of	of	ADP
aijes-7161	31	11	a	a	DET
aijes-7161	31	12	nonlinear	nonlinear	ADJ
aijes-7161	31	13	regression	regression	NOUN
aijes-7161	31	14	model	model	NOUN
aijes-7161	31	15	:	:	PUNCT
aijes-7161	31	16	the	the	DET
aijes-7161	31	17	influence	influence	NOUN
aijes-7161	31	18	of	of	ADP
aijes-7161	31	19	digitalization	digitalization	NOUN
aijes-7161	31	20	factors	factor	NOUN
aijes-7161	31	21	is	be	AUX
aijes-7161	31	22	often	often	ADV
aijes-7161	31	23	nonlinear	nonlinear	ADJ
aijes-7161	31	24	due	due	ADJ
aijes-7161	31	25	to	to	ADP
aijes-7161	31	26	varying	vary	VERB
aijes-7161	31	27	intensities	intensity	NOUN
aijes-7161	31	28	and	and	CCONJ
aijes-7161	31	29	speeds	speed	NOUN
aijes-7161	31	30	of	of	ADP
aijes-7161	31	31	enterprise	enterprise	NOUN
aijes-7161	31	32	adaptation	adaptation	NOUN
aijes-7161	31	33	to	to	ADP
aijes-7161	31	34	digital	digital	ADJ
aijes-7161	31	35	changes	change	NOUN
aijes-7161	31	36	,	,	PUNCT
aijes-7161	31	37	and	and	CCONJ
aijes-7161	31	38	complementary	complementary	ADJ
aijes-7161	31	39	or	or	CCONJ
aijes-7161	31	40	substitution	substitution	NOUN
aijes-7161	31	41	effects	effect	NOUN
aijes-7161	31	42	are	be	AUX
aijes-7161	31	43	better	well	ADV
aijes-7161	31	44	evaluated	evaluate	VERB
aijes-7161	31	45	through	through	ADP
aijes-7161	31	46	nonlinear	nonlinear	ADJ
aijes-7161	31	47	models	model	NOUN
aijes-7161	31	48	.	.	PUNCT
aijes-7161	32	1	the	the	DET
aijes-7161	32	2	calculation	calculation	NOUN
aijes-7161	32	3	of	of	ADP
aijes-7161	32	4	the	the	DET
aijes-7161	32	5	index	index	NOUN
aijes-7161	32	6	involves	involve	VERB
aijes-7161	32	7	the	the	DET
aijes-7161	32	8	following	follow	VERB
aijes-7161	32	9	steps	step	NOUN
aijes-7161	32	10	:	:	PUNCT
aijes-7161	32	11	1	1	X
aijes-7161	32	12	.	.	X
aijes-7161	32	13	selection	selection	NOUN
aijes-7161	32	14	of	of	ADP
aijes-7161	32	15	indicators	indicator	NOUN
aijes-7161	32	16	and	and	CCONJ
aijes-7161	32	17	data	datum	NOUN
aijes-7161	32	18	collection	collection	NOUN
aijes-7161	32	19	.	.	PUNCT
aijes-7161	33	1	indicators	indicator	NOUN
aijes-7161	33	2	were	be	AUX
aijes-7161	33	3	chosen	choose	VERB
aijes-7161	33	4	to	to	PART
aijes-7161	33	5	reflect	reflect	VERB
aijes-7161	33	6	the	the	DET
aijes-7161	33	7	level	level	NOUN
aijes-7161	33	8	of	of	ADP
aijes-7161	33	9	digital	digital	ADJ
aijes-7161	33	10	technology	technology	NOUN
aijes-7161	33	11	adoption	adoption	NOUN
aijes-7161	33	12	and	and	CCONJ
aijes-7161	33	13	use	use	NOUN
aijes-7161	33	14	by	by	ADP
aijes-7161	33	15	national	national	ADJ
aijes-7161	33	16	economy	economy	NOUN
aijes-7161	33	17	enterprises	enterprise	NOUN
aijes-7161	33	18	(	(	PUNCT
aijes-7161	33	19	table	table	NOUN
aijes-7161	33	20	4	4	NUM
aijes-7161	33	21	)	)	PUNCT
aijes-7161	33	22	.	.	PUNCT
aijes-7161	34	1	alyona	alyona	PROPN
aijes-7161	34	2	sorokina	sorokina	PROPN
aijes-7161	34	3	,	,	PUNCT
aijes-7161	34	4	larysa	larysa	NOUN
aijes-7161	34	5	lebedeva	lebedeva	NOUN
aijes-7161	34	6	305	305	NUM
aijes-7161	34	7	2	2	NUM
aijes-7161	34	8	.	.	PUNCT
aijes-7161	34	9	definition	definition	NOUN
aijes-7161	34	10	of	of	ADP
aijes-7161	34	11	threshold	threshold	NOUN
aijes-7161	34	12	values	value	NOUN
aijes-7161	34	13	.	.	PUNCT
aijes-7161	35	1	thresholds	threshold	NOUN
aijes-7161	35	2	were	be	AUX
aijes-7161	35	3	developed	develop	VERB
aijes-7161	35	4	considering	consider	VERB
aijes-7161	35	5	ukraine	ukraine	PROPN
aijes-7161	35	6	’s	’s	PART
aijes-7161	35	7	economic	economic	ADJ
aijes-7161	35	8	specifics	specific	NOUN
aijes-7161	35	9	(	(	PUNCT
aijes-7161	35	10	size	size	NOUN
aijes-7161	35	11	,	,	PUNCT
aijes-7161	35	12	development	development	NOUN
aijes-7161	35	13	dynamics	dynamic	NOUN
aijes-7161	35	14	,	,	PUNCT
aijes-7161	35	15	historical	historical	ADJ
aijes-7161	35	16	context	context	NOUN
aijes-7161	35	17	,	,	PUNCT
aijes-7161	35	18	strategic	strategic	ADJ
aijes-7161	35	19	digitalization	digitalization	NOUN
aijes-7161	35	20	goals	goal	NOUN
aijes-7161	35	21	)	)	PUNCT
aijes-7161	35	22	,	,	PUNCT
aijes-7161	35	23	as	as	ADV
aijes-7161	35	24	well	well	ADV
aijes-7161	35	25	as	as	ADP
aijes-7161	35	26	the	the	DET
aijes-7161	35	27	experience	experience	NOUN
aijes-7161	35	28	of	of	ADP
aijes-7161	35	29	eu	eu	PROPN
aijes-7161	35	30	countries	country	NOUN
aijes-7161	35	31	.	.	PUNCT
aijes-7161	36	1	3	3	X
aijes-7161	36	2	.	.	X
aijes-7161	36	3	data	datum	NOUN
aijes-7161	36	4	normalization	normalization	NOUN
aijes-7161	36	5	according	accord	VERB
aijes-7161	36	6	to	to	ADP
aijes-7161	36	7	threshold	threshold	NOUN
aijes-7161	36	8	values	value	NOUN
aijes-7161	36	9	.	.	PUNCT
aijes-7161	37	1	if	if	SCONJ
aijes-7161	37	2	an	an	DET
aijes-7161	37	3	indicator	indicator	NOUN
aijes-7161	37	4	value	value	NOUN
aijes-7161	37	5	exceeds	exceed	VERB
aijes-7161	37	6	the	the	DET
aijes-7161	37	7	threshold	threshold	NOUN
aijes-7161	37	8	,	,	PUNCT
aijes-7161	37	9	it	it	PRON
aijes-7161	37	10	is	be	AUX
aijes-7161	37	11	normalized	normalize	VERB
aijes-7161	37	12	to	to	ADP
aijes-7161	37	13	1	1	NUM
aijes-7161	37	14	;	;	PUNCT
aijes-7161	37	15	otherwise	otherwise	ADV
aijes-7161	37	16	,	,	PUNCT
aijes-7161	37	17	it	it	PRON
aijes-7161	37	18	is	be	AUX
aijes-7161	37	19	normalized	normalize	VERB
aijes-7161	37	20	to	to	ADP
aijes-7161	37	21	0	0	NUM
aijes-7161	37	22	.	.	PROPN
aijes-7161	38	1	4	4	NUM
aijes-7161	38	2	.	.	X
aijes-7161	38	3	calculation	calculation	NOUN
aijes-7161	38	4	of	of	ADP
aijes-7161	38	5	digital	digital	ADJ
aijes-7161	38	6	technology	technology	NOUN
aijes-7161	38	7	penetration	penetration	NOUN
aijes-7161	38	8	:	:	PUNCT
aijes-7161	38	9	𝐼𝑚	𝐼𝑚	NOUN
aijes-7161	38	10	=	=	SYM
aijes-7161	38	11	σ𝑁	σ𝑁	NOUN
aijes-7161	38	12	=	=	SYM
aijes-7161	38	13	1	1	NUM
aijes-7161	38	14	σ𝑁𝑥	σ𝑁𝑥	NOUN
aijes-7161	38	15	×	×	PROPN
aijes-7161	38	16	100	100	NUM
aijes-7161	38	17	%	%	NOUN
aijes-7161	38	18	where	where	SCONJ
aijes-7161	38	19	𝐼𝑚	𝐼𝑚	NOUN
aijes-7161	38	20	is	be	AUX
aijes-7161	38	21	an	an	DET
aijes-7161	38	22	integral	integral	ADJ
aijes-7161	38	23	indicator	indicator	NOUN
aijes-7161	38	24	of	of	ADP
aijes-7161	38	25	the	the	DET
aijes-7161	38	26	m	m	PROPN
aijes-7161	38	27	-	-	PUNCT
aijes-7161	38	28	th	th	VERB
aijes-7161	38	29	sector	sector	NOUN
aijes-7161	38	30	of	of	ADP
aijes-7161	38	31	the	the	DET
aijes-7161	38	32	economy	economy	NOUN
aijes-7161	38	33	,	,	PUNCT
aijes-7161	38	34	where	where	SCONJ
aijes-7161	38	35	m	m	VERB
aijes-7161	38	36	=	=	SYM
aijes-7161	38	37	(	(	PUNCT
aijes-7161	38	38	1	1	NUM
aijes-7161	38	39	,	,	PUNCT
aijes-7161	38	40	2	2	NUM
aijes-7161	38	41	,	,	PUNCT
aijes-7161	38	42	3	3	X
aijes-7161	38	43	)	)	PUNCT
aijes-7161	38	44	nx=1	nx=1	PROPN
aijes-7161	38	45	—	—	PUNCT
aijes-7161	38	46	is	be	AUX
aijes-7161	38	47	the	the	DET
aijes-7161	38	48	number	number	NOUN
aijes-7161	38	49	of	of	ADP
aijes-7161	38	50	indicators	indicator	NOUN
aijes-7161	38	51	whose	whose	DET
aijes-7161	38	52	normalized	normalize	VERB
aijes-7161	38	53	value	value	NOUN
aijes-7161	38	54	is	be	AUX
aijes-7161	38	55	1	1	NUM
aijes-7161	38	56	;	;	PUNCT
aijes-7161	38	57	nx	nx	NUM
aijes-7161	38	58	—	—	PUNCT
aijes-7161	38	59	number	number	NOUN
aijes-7161	38	60	of	of	ADP
aijes-7161	38	61	indicators	indicator	NOUN
aijes-7161	38	62	.	.	PUNCT
aijes-7161	39	1	data	datum	NOUN
aijes-7161	39	2	the	the	DET
aijes-7161	39	3	research	research	NOUN
aijes-7161	39	4	process	process	NOUN
aijes-7161	39	5	and	and	CCONJ
aijes-7161	39	6	results	result	NOUN
aijes-7161	39	7	depend	depend	VERB
aijes-7161	39	8	entirely	entirely	ADV
aijes-7161	39	9	on	on	ADP
aijes-7161	39	10	the	the	DET
aijes-7161	39	11	availability	availability	NOUN
aijes-7161	39	12	of	of	ADP
aijes-7161	39	13	statistical	statistical	ADJ
aijes-7161	39	14	data	datum	NOUN
aijes-7161	39	15	.	.	PUNCT
aijes-7161	40	1	the	the	DET
aijes-7161	40	2	assessment	assessment	NOUN
aijes-7161	40	3	of	of	ADP
aijes-7161	40	4	ukraine	ukraine	PROPN
aijes-7161	40	5	’s	’s	PART
aijes-7161	40	6	digital	digital	ADJ
aijes-7161	40	7	environment	environment	NOUN
aijes-7161	40	8	used	use	VERB
aijes-7161	40	9	data	datum	NOUN
aijes-7161	40	10	from	from	ADP
aijes-7161	40	11	the	the	DET
aijes-7161	40	12	state	state	NOUN
aijes-7161	40	13	statistics	statistic	NOUN
aijes-7161	40	14	service	service	NOUN
aijes-7161	40	15	of	of	ADP
aijes-7161	40	16	ukraine	ukraine	NOUN
aijes-7161	40	17	and	and	CCONJ
aijes-7161	40	18	official	official	ADJ
aijes-7161	40	19	eu	eu	PROPN
aijes-7161	40	20	statistics	statistic	NOUN
aijes-7161	40	21	,	,	PUNCT
aijes-7161	40	22	as	as	ADV
aijes-7161	40	23	well	well	ADV
aijes-7161	40	24	as	as	ADP
aijes-7161	40	25	international	international	ADJ
aijes-7161	40	26	indices	index	NOUN
aijes-7161	40	27	(	(	PUNCT
aijes-7161	40	28	global	global	ADJ
aijes-7161	40	29	innovation	innovation	NOUN
aijes-7161	40	30	index	index	NOUN
aijes-7161	40	31	and	and	CCONJ
aijes-7161	40	32	frontier	frontier	NOUN
aijes-7161	40	33	technology	technology	NOUN
aijes-7161	40	34	readiness	readiness	NOUN
aijes-7161	40	35	index	index	NOUN
aijes-7161	40	36	)	)	PUNCT
aijes-7161	40	37	.	.	PUNCT
aijes-7161	41	1	due	due	ADP
aijes-7161	41	2	to	to	ADP
aijes-7161	41	3	the	the	DET
aijes-7161	41	4	ongoing	ongoing	ADJ
aijes-7161	41	5	war	war	NOUN
aijes-7161	41	6	initiated	initiate	VERB
aijes-7161	41	7	by	by	ADP
aijes-7161	41	8	russia	russia	PROPN
aijes-7161	41	9	,	,	PUNCT
aijes-7161	41	10	data	datum	NOUN
aijes-7161	41	11	collection	collection	NOUN
aijes-7161	41	12	has	have	AUX
aijes-7161	41	13	been	be	AUX
aijes-7161	41	14	suspended	suspend	VERB
aijes-7161	41	15	or	or	CCONJ
aijes-7161	41	16	restricted	restrict	VERB
aijes-7161	41	17	,	,	PUNCT
aijes-7161	41	18	limiting	limit	VERB
aijes-7161	41	19	the	the	DET
aijes-7161	41	20	research	research	NOUN
aijes-7161	41	21	scope	scope	NOUN
aijes-7161	41	22	.	.	PUNCT
aijes-7161	42	1	the	the	DET
aijes-7161	42	2	quantitative	quantitative	ADJ
aijes-7161	42	3	assessment	assessment	NOUN
aijes-7161	42	4	took	take	VERB
aijes-7161	42	5	into	into	ADP
aijes-7161	42	6	account	account	NOUN
aijes-7161	42	7	only	only	ADV
aijes-7161	42	8	those	those	DET
aijes-7161	42	9	time	time	NOUN
aijes-7161	42	10	periods	period	NOUN
aijes-7161	42	11	that	that	PRON
aijes-7161	42	12	had	have	VERB
aijes-7161	42	13	the	the	DET
aijes-7161	42	14	most	most	ADV
aijes-7161	42	15	complete	complete	ADJ
aijes-7161	42	16	statistical	statistical	ADJ
aijes-7161	42	17	data	datum	NOUN
aijes-7161	42	18	.	.	PUNCT
aijes-7161	43	1	for	for	ADP
aijes-7161	43	2	missing	miss	VERB
aijes-7161	43	3	indicators	indicator	NOUN
aijes-7161	43	4	,	,	PUNCT
aijes-7161	43	5	the	the	DET
aijes-7161	43	6	latest	late	ADJ
aijes-7161	43	7	available	available	ADJ
aijes-7161	43	8	data	datum	NOUN
aijes-7161	43	9	were	be	AUX
aijes-7161	43	10	used	use	VERB
aijes-7161	43	11	.	.	PUNCT
aijes-7161	44	1	results	result	NOUN
aijes-7161	44	2	to	to	PART
aijes-7161	44	3	build	build	VERB
aijes-7161	44	4	this	this	DET
aijes-7161	44	5	model	model	NOUN
aijes-7161	44	6	,	,	PUNCT
aijes-7161	44	7	it	it	PRON
aijes-7161	44	8	is	be	AUX
aijes-7161	44	9	necessary	necessary	ADJ
aijes-7161	44	10	to	to	PART
aijes-7161	44	11	define	define	VERB
aijes-7161	44	12	the	the	DET
aijes-7161	44	13	dependent	dependent	ADJ
aijes-7161	44	14	variable	variable	NOUN
aijes-7161	44	15	(	(	PUNCT
aijes-7161	44	16	y	y	NOUN
aijes-7161	44	17	)	)	PUNCT
aijes-7161	44	18	and	and	CCONJ
aijes-7161	44	19	independent	independent	ADJ
aijes-7161	44	20	variables	variable	NOUN
aijes-7161	44	21	(	(	PUNCT
aijes-7161	44	22	x	x	X
aijes-7161	44	23	)	)	PUNCT
aijes-7161	44	24	(	(	PUNCT
aijes-7161	44	25	table	table	NOUN
aijes-7161	44	26	1	1	NUM
aijes-7161	44	27	)	)	PUNCT
aijes-7161	44	28	.	.	PUNCT
aijes-7161	45	1	accordingly	accordingly	ADV
aijes-7161	45	2	,	,	PUNCT
aijes-7161	45	3	within	within	ADP
aijes-7161	45	4	the	the	DET
aijes-7161	45	5	model	model	NOUN
aijes-7161	45	6	,	,	PUNCT
aijes-7161	45	7	the	the	DET
aijes-7161	45	8	dependent	dependent	ADJ
aijes-7161	45	9	variable	variable	NOUN
aijes-7161	45	10	will	will	AUX
aijes-7161	45	11	be	be	AUX
aijes-7161	45	12	an	an	DET
aijes-7161	45	13	indicator	indicator	NOUN
aijes-7161	45	14	that	that	PRON
aijes-7161	45	15	assesses	assess	VERB
aijes-7161	45	16	the	the	DET
aijes-7161	45	17	economic	economic	ADJ
aijes-7161	45	18	resilience	resilience	NOUN
aijes-7161	45	19	of	of	ADP
aijes-7161	45	20	the	the	DET
aijes-7161	45	21	entrepreneurial	entrepreneurial	ADJ
aijes-7161	45	22	sector	sector	NOUN
aijes-7161	45	23	.	.	PUNCT
aijes-7161	46	1	the	the	DET
aijes-7161	46	2	independent	independent	ADJ
aijes-7161	46	3	variables	variable	NOUN
aijes-7161	46	4	are	be	AUX
aijes-7161	46	5	indicators	indicator	NOUN
aijes-7161	46	6	that	that	PRON
aijes-7161	46	7	will	will	AUX
aijes-7161	46	8	reflect	reflect	VERB
aijes-7161	46	9	the	the	DET
aijes-7161	46	10	factors	factor	NOUN
aijes-7161	46	11	of	of	ADP
aijes-7161	46	12	digitalization	digitalization	NOUN
aijes-7161	46	13	's	's	PART
aijes-7161	46	14	impact	impact	NOUN
aijes-7161	46	15	on	on	ADP
aijes-7161	46	16	resilience	resilience	NOUN
aijes-7161	46	17	.	.	PUNCT
aijes-7161	47	1	as	as	ADP
aijes-7161	47	2	a	a	DET
aijes-7161	47	3	dependent	dependent	ADJ
aijes-7161	47	4	variable	variable	NOUN
aijes-7161	47	5	,	,	PUNCT
aijes-7161	47	6	the	the	DET
aijes-7161	47	7	indicator	indicator	NOUN
aijes-7161	47	8	of	of	ADP
aijes-7161	47	9	value	value	NOUN
aijes-7161	47	10	added	add	VERB
aijes-7161	47	11	by	by	ADP
aijes-7161	47	12	production	production	NOUN
aijes-7161	47	13	costs	cost	NOUN
aijes-7161	47	14	of	of	ADP
aijes-7161	47	15	economic	economic	ADJ
aijes-7161	47	16	entities	entity	NOUN
aijes-7161	47	17	was	be	AUX
aijes-7161	47	18	chosen	choose	VERB
aijes-7161	47	19	.	.	PUNCT
aijes-7161	48	1	we	we	PRON
aijes-7161	48	2	believe	believe	VERB
aijes-7161	48	3	that	that	SCONJ
aijes-7161	48	4	the	the	DET
aijes-7161	48	5	selected	select	VERB
aijes-7161	48	6	indicator	indicator	NOUN
aijes-7161	48	7	successfully	successfully	ADV
aijes-7161	48	8	demonstrates	demonstrate	VERB
aijes-7161	48	9	the	the	DET
aijes-7161	48	10	resilience	resilience	NOUN
aijes-7161	48	11	of	of	ADP
aijes-7161	48	12	the	the	DET
aijes-7161	48	13	sector	sector	NOUN
aijes-7161	48	14	:	:	PUNCT
aijes-7161	48	15	value	value	NOUN
aijes-7161	48	16	added	add	VERB
aijes-7161	48	17	by	by	ADP
aijes-7161	48	18	production	production	NOUN
aijes-7161	48	19	costs	cost	NOUN
aijes-7161	48	20	actually	actually	ADV
aijes-7161	48	21	means	mean	VERB
aijes-7161	48	22	the	the	DET
aijes-7161	48	23	ability	ability	NOUN
aijes-7161	48	24	of	of	ADP
aijes-7161	48	25	enterprises	enterprise	NOUN
aijes-7161	48	26	to	to	PART
aijes-7161	48	27	create	create	VERB
aijes-7161	48	28	new	new	ADJ
aijes-7161	48	29	economic	economic	ADJ
aijes-7161	48	30	value	value	NOUN
aijes-7161	48	31	.	.	PUNCT
aijes-7161	49	1	even	even	ADV
aijes-7161	49	2	in	in	ADP
aijes-7161	49	3	the	the	DET
aijes-7161	49	4	face	face	NOUN
aijes-7161	49	5	of	of	ADP
aijes-7161	49	6	shocks	shock	NOUN
aijes-7161	49	7	,	,	PUNCT
aijes-7161	49	8	enterprises	enterprise	NOUN
aijes-7161	49	9	with	with	ADP
aijes-7161	49	10	a	a	DET
aijes-7161	49	11	stable	stable	ADJ
aijes-7161	49	12	level	level	NOUN
aijes-7161	49	13	of	of	ADP
aijes-7161	49	14	value	value	NOUN
aijes-7161	49	15	added	add	VERB
aijes-7161	49	16	are	be	AUX
aijes-7161	49	17	better	well	ADJ
aijes-7161	49	18	able	able	ADJ
aijes-7161	49	19	to	to	PART
aijes-7161	49	20	maintain	maintain	VERB
aijes-7161	49	21	their	their	PRON
aijes-7161	49	22	operations	operation	NOUN
aijes-7161	49	23	and	and	CCONJ
aijes-7161	49	24	ensure	ensure	VERB
aijes-7161	49	25	financial	financial	ADJ
aijes-7161	49	26	independence	independence	NOUN
aijes-7161	49	27	.	.	PUNCT
aijes-7161	50	1	the	the	DET
aijes-7161	50	2	indicators	indicator	NOUN
aijes-7161	50	3	that	that	PRON
aijes-7161	50	4	will	will	AUX
aijes-7161	50	5	serve	serve	VERB
aijes-7161	50	6	as	as	ADP
aijes-7161	50	7	independent	independent	ADJ
aijes-7161	50	8	variables	variable	NOUN
aijes-7161	50	9	and	and	CCONJ
aijes-7161	50	10	reflect	reflect	VERB
aijes-7161	50	11	the	the	DET
aijes-7161	50	12	impact	impact	NOUN
aijes-7161	50	13	of	of	ADP
aijes-7161	50	14	digitalization	digitalization	NOUN
aijes-7161	50	15	on	on	ADP
aijes-7161	50	16	economic	economic	ADJ
aijes-7161	50	17	resilience	resilience	NOUN
aijes-7161	50	18	are	be	AUX
aijes-7161	50	19	:	:	PUNCT
aijes-7161	50	20	the	the	DET
aijes-7161	50	21	number	number	NOUN
aijes-7161	50	22	of	of	ADP
aijes-7161	50	23	enterprises	enterprise	NOUN
aijes-7161	50	24	with	with	ADP
aijes-7161	50	25	access	access	NOUN
aijes-7161	50	26	to	to	ADP
aijes-7161	50	27	the	the	DET
aijes-7161	50	28	internet	internet	NOUN
aijes-7161	50	29	;	;	PUNCT
aijes-7161	50	30	the	the	DET
aijes-7161	50	31	volume	volume	NOUN
aijes-7161	50	32	of	of	ADP
aijes-7161	50	33	products	product	NOUN
aijes-7161	50	34	(	(	PUNCT
aijes-7161	50	35	goods	good	NOUN
aijes-7161	50	36	,	,	PUNCT
aijes-7161	50	37	services	service	NOUN
aijes-7161	50	38	)	)	PUNCT
aijes-7161	50	39	sold	sell	VERB
aijes-7161	50	40	by	by	ADP
aijes-7161	50	41	enterprises	enterprise	NOUN
aijes-7161	50	42	derived	derive	VERB
aijes-7161	50	43	from	from	ADP
aijes-7161	50	44	e	e	NOUN
aijes-7161	50	45	-	-	NOUN
aijes-7161	50	46	commerce	commerce	NOUN
aijes-7161	50	47	;	;	PUNCT
aijes-7161	50	48	the	the	DET
aijes-7161	50	49	number	number	NOUN
aijes-7161	50	50	of	of	ADP
aijes-7161	50	51	employees	employee	NOUN
aijes-7161	50	52	involved	involve	VERB
aijes-7161	50	53	in	in	ADP
aijes-7161	50	54	research	research	NOUN
aijes-7161	50	55	and	and	CCONJ
aijes-7161	50	56	development	development	NOUN
aijes-7161	50	57	;	;	PUNCT
aijes-7161	50	58	and	and	CCONJ
aijes-7161	50	59	the	the	DET
aijes-7161	50	60	share	share	NOUN
aijes-7161	50	61	of	of	ADP
aijes-7161	50	62	enterprises	enterprise	NOUN
aijes-7161	50	63	with	with	ADP
aijes-7161	50	64	ict	ict	PROPN
aijes-7161	50	65	specialists	specialist	NOUN
aijes-7161	50	66	.	.	PUNCT
aijes-7161	51	1	in	in	ADP
aijes-7161	51	2	addition	addition	NOUN
aijes-7161	51	3	,	,	PUNCT
aijes-7161	51	4	we	we	PRON
aijes-7161	51	5	believe	believe	VERB
aijes-7161	51	6	that	that	SCONJ
aijes-7161	51	7	it	it	PRON
aijes-7161	51	8	would	would	AUX
aijes-7161	51	9	be	be	AUX
aijes-7161	51	10	appropriate	appropriate	ADJ
aijes-7161	51	11	to	to	PART
aijes-7161	51	12	assess	assess	VERB
aijes-7161	51	13	the	the	DET
aijes-7161	51	14	use	use	NOUN
aijes-7161	51	15	of	of	ADP
aijes-7161	51	16	crm	crm	NOUN
aijes-7161	51	17	systems	system	NOUN
aijes-7161	51	18	by	by	ADP
aijes-7161	51	19	enterprises	enterprise	NOUN
aijes-7161	51	20	of	of	ADP
aijes-7161	51	21	the	the	DET
aijes-7161	51	22	national	national	ADJ
aijes-7161	51	23	economy	economy	NOUN
aijes-7161	51	24	(	(	PUNCT
aijes-7161	51	25	as	as	SCONJ
aijes-7161	51	26	this	this	PRON
aijes-7161	51	27	is	be	AUX
aijes-7161	51	28	a	a	DET
aijes-7161	51	29	direct	direct	ADJ
aijes-7161	51	30	reflection	reflection	NOUN
aijes-7161	51	31	of	of	ADP
aijes-7161	51	32	automation	automation	NOUN
aijes-7161	51	33	processes	process	NOUN
aijes-7161	51	34	)	)	PUNCT
aijes-7161	51	35	and	and	CCONJ
aijes-7161	51	36	the	the	DET
aijes-7161	51	37	state	state	NOUN
aijes-7161	51	38	of	of	ADP
aijes-7161	51	39	cybersecurity	cybersecurity	NOUN
aijes-7161	51	40	,	,	PUNCT
aijes-7161	51	41	but	but	CCONJ
aijes-7161	51	42	currently	currently	ADV
aijes-7161	51	43	there	there	PRON
aijes-7161	51	44	is	be	VERB
aijes-7161	51	45	no	no	DET
aijes-7161	51	46	statistical	statistical	ADJ
aijes-7161	51	47	data	datum	NOUN
aijes-7161	51	48	for	for	ADP
aijes-7161	51	49	the	the	DET
aijes-7161	51	50	period	period	NOUN
aijes-7161	51	51	under	under	ADP
aijes-7161	51	52	research	research	NOUN
aijes-7161	51	53	.	.	PUNCT
aijes-7161	52	1	it	it	PRON
aijes-7161	52	2	should	should	AUX
aijes-7161	52	3	also	also	ADV
aijes-7161	52	4	be	be	AUX
aijes-7161	52	5	noted	note	VERB
aijes-7161	52	6	that	that	SCONJ
aijes-7161	52	7	due	due	ADP
aijes-7161	52	8	to	to	ADP
aijes-7161	52	9	the	the	DET
aijes-7161	52	10	lack	lack	NOUN
aijes-7161	52	11	of	of	ADP
aijes-7161	52	12	statistical	statistical	ADJ
aijes-7161	52	13	data	datum	NOUN
aijes-7161	52	14	for	for	ADP
aijes-7161	52	15	the	the	DET
aijes-7161	52	16	share	share	NOUN
aijes-7161	52	17	of	of	ADP
aijes-7161	52	18	the	the	DET
aijes-7161	52	19	the	the	DET
aijes-7161	52	20	impact	impact	NOUN
aijes-7161	52	21	of	of	ADP
aijes-7161	52	22	digital	digital	ADJ
aijes-7161	52	23	transformation	transformation	NOUN
aijes-7161	52	24	on	on	ADP
aijes-7161	52	25	enterprises	enterprise	NOUN
aijes-7161	52	26	'	'	PART
aijes-7161	52	27	resilience	resilience	NOUN
aijes-7161	52	28	:	:	PUNCT
aijes-7161	52	29	evidence	evidence	NOUN
aijes-7161	52	30	from	from	ADP
aijes-7161	52	31	ukraine	ukraine	NOUN
aijes-7161	52	32	306	306	NUM
aijes-7161	52	33	number	number	NOUN
aijes-7161	52	34	of	of	ADP
aijes-7161	52	35	enterprises	enterprise	NOUN
aijes-7161	52	36	that	that	PRON
aijes-7161	52	37	employ	employ	VERB
aijes-7161	52	38	ict	ict	NOUN
aijes-7161	52	39	specialists	specialist	NOUN
aijes-7161	52	40	(	(	PUNCT
aijes-7161	52	41	statistical	statistical	ADJ
aijes-7161	52	42	data	datum	NOUN
aijes-7161	52	43	are	be	AUX
aijes-7161	52	44	not	not	PART
aijes-7161	52	45	available	available	ADJ
aijes-7161	52	46	for	for	ADP
aijes-7161	52	47	2020	2020	NUM
aijes-7161	52	48	and	and	CCONJ
aijes-7161	52	49	2022	2022	NUM
aijes-7161	52	50	)	)	PUNCT
aijes-7161	52	51	,	,	PUNCT
aijes-7161	52	52	the	the	DET
aijes-7161	52	53	model	model	NOUN
aijes-7161	52	54	may	may	AUX
aijes-7161	52	55	contain	contain	VERB
aijes-7161	52	56	a	a	DET
aijes-7161	52	57	certain	certain	ADJ
aijes-7161	52	58	percentage	percentage	NOUN
aijes-7161	52	59	of	of	ADP
aijes-7161	52	60	uncertainty	uncertainty	NOUN
aijes-7161	52	61	for	for	ADP
aijes-7161	52	62	the	the	DET
aijes-7161	52	63	purpose	purpose	NOUN
aijes-7161	52	64	of	of	ADP
aijes-7161	52	65	the	the	DET
aijes-7161	52	66	assessment	assessment	NOUN
aijes-7161	52	67	,	,	PUNCT
aijes-7161	52	68	the	the	DET
aijes-7161	52	69	indicators	indicator	NOUN
aijes-7161	52	70	for	for	ADP
aijes-7161	52	71	2020	2020	NUM
aijes-7161	52	72	and	and	CCONJ
aijes-7161	52	73	2022	2022	NUM
aijes-7161	52	74	were	be	AUX
aijes-7161	52	75	projected	project	VERB
aijes-7161	52	76	based	base	VERB
aijes-7161	52	77	on	on	ADP
aijes-7161	52	78	the	the	DET
aijes-7161	52	79	growth	growth	NOUN
aijes-7161	52	80	(	(	PUNCT
aijes-7161	52	81	decline	decline	NOUN
aijes-7161	52	82	)	)	PUNCT
aijes-7161	52	83	rates	rate	NOUN
aijes-7161	52	84	of	of	ADP
aijes-7161	52	85	previous	previous	ADJ
aijes-7161	52	86	years	year	NOUN
aijes-7161	52	87	.	.	PUNCT
aijes-7161	53	1	table	table	NOUN
aijes-7161	53	2	1	1	NUM
aijes-7161	53	3	.	.	PUNCT
aijes-7161	53	4	initial	initial	ADJ
aijes-7161	53	5	data	datum	NOUN
aijes-7161	53	6	for	for	ADP
aijes-7161	53	7	assessing	assess	VERB
aijes-7161	53	8	the	the	DET
aijes-7161	53	9	impact	impact	NOUN
aijes-7161	53	10	of	of	ADP
aijes-7161	53	11	digitalization	digitalization	NOUN
aijes-7161	53	12	on	on	ADP
aijes-7161	53	13	value	value	NOUN
aijes-7161	53	14	added	add	VERB
aijes-7161	53	15	by	by	ADP
aijes-7161	53	16	economic	economic	ADJ
aijes-7161	53	17	entities	entity	NOUN
aijes-7161	53	18	'	'	PART
aijes-7161	53	19	expenditures	expenditure	NOUN
aijes-7161	53	20	value	value	NOUN
aijes-7161	53	21	added	add	VERB
aijes-7161	53	22	by	by	ADP
aijes-7161	53	23	production	production	NOUN
aijes-7161	53	24	costs	cost	NOUN
aijes-7161	53	25	of	of	ADP
aijes-7161	53	26	economic	economic	ADJ
aijes-7161	53	27	entities	entity	NOUN
aijes-7161	53	28	the	the	DET
aijes-7161	53	29	number	number	NOUN
aijes-7161	53	30	of	of	ADP
aijes-7161	53	31	employees	employee	NOUN
aijes-7161	53	32	involved	involve	VERB
aijes-7161	53	33	in	in	ADP
aijes-7161	53	34	research	research	NOUN
aijes-7161	53	35	and	and	CCONJ
aijes-7161	53	36	development	development	NOUN
aijes-7161	53	37	the	the	DET
aijes-7161	53	38	number	number	NOUN
aijes-7161	53	39	of	of	ADP
aijes-7161	53	40	enterprises	enterprise	NOUN
aijes-7161	53	41	with	with	ADP
aijes-7161	53	42	access	access	NOUN
aijes-7161	53	43	to	to	ADP
aijes-7161	53	44	the	the	DET
aijes-7161	53	45	internet	internet	NOUN
aijes-7161	53	46	the	the	DET
aijes-7161	53	47	volume	volume	NOUN
aijes-7161	53	48	of	of	ADP
aijes-7161	53	49	products	product	NOUN
aijes-7161	53	50	(	(	PUNCT
aijes-7161	53	51	goods	good	NOUN
aijes-7161	53	52	,	,	PUNCT
aijes-7161	53	53	services	service	NOUN
aijes-7161	53	54	)	)	PUNCT
aijes-7161	53	55	sold	sell	VERB
aijes-7161	53	56	by	by	ADP
aijes-7161	53	57	enterprises	enterprise	NOUN
aijes-7161	53	58	derived	derive	VERB
aijes-7161	53	59	from	from	ADP
aijes-7161	53	60	e	e	NOUN
aijes-7161	53	61	-	-	NOUN
aijes-7161	53	62	commerce	commerce	VERB
aijes-7161	53	63	the	the	DET
aijes-7161	53	64	share	share	NOUN
aijes-7161	53	65	of	of	ADP
aijes-7161	53	66	enterprises	enterprise	NOUN
aijes-7161	53	67	with	with	ADP
aijes-7161	53	68	ict	ict	PROPN
aijes-7161	53	69	specialists	specialist	NOUN
aijes-7161	53	70	year	year	NOUN
aijes-7161	53	71	y	y	PROPN
aijes-7161	53	72	x1	x1	PROPN
aijes-7161	54	1	x2	x2	PROPN
aijes-7161	54	2	x3	x3	PROPN
aijes-7161	54	3	x4	x4	PROPN
aijes-7161	54	4	2018	2018	NUM
aijes-7161	54	5	2640886379,2	2640886379,2	NUM
aijes-7161	54	6	88128	88128	NUM
aijes-7161	54	7	43303	43303	NUM
aijes-7161	54	8	228	228	NUM
aijes-7161	54	9	035	035	NUM
aijes-7161	54	10	634,70	634,70	NUM
aijes-7161	54	11	22,3	22,3	NUM
aijes-7161	54	12	2019	2019	NUM
aijes-7161	54	13	3121256476,2	3121256476,2	NUM
aijes-7161	54	14	79262	79262	NUM
aijes-7161	54	15	43785	43785	NUM
aijes-7161	54	16	292	292	NUM
aijes-7161	54	17	731	731	NUM
aijes-7161	54	18	939,10	939,10	NUM
aijes-7161	54	19	21,6	21,6	NUM
aijes-7161	54	20	2020	2020	NUM
aijes-7161	54	21	3294768464,7	3294768464,7	NUM
aijes-7161	54	22	78860	78860	NUM
aijes-7161	54	23	44271	44271	NUM
aijes-7161	54	24	364	364	NUM
aijes-7161	54	25	571	571	NUM
aijes-7161	54	26	488,00	488,00	NUM
aijes-7161	54	27	20,9	20,9	NUM
aijes-7161	54	28	2021	2021	NUM
aijes-7161	54	29	4594232280,4	4594232280,4	NUM
aijes-7161	54	30	68808	68808	NUM
aijes-7161	54	31	44508	44508	NUM
aijes-7161	54	32	435	435	NUM
aijes-7161	54	33	909	909	NUM
aijes-7161	54	34	793,90	793,90	NUM
aijes-7161	54	35	21,7	21,7	NUM
aijes-7161	54	36	2022	2022	NUM
aijes-7161	54	37	3947735837,3	3947735837,3	NUM
aijes-7161	54	38	53221	53221	NUM
aijes-7161	54	39	42785	42785	NUM
aijes-7161	54	40	465	465	NUM
aijes-7161	54	41	316	316	NUM
aijes-7161	54	42	898,70	898,70	NOUN
aijes-7161	54	43	17,7	17,7	PROPN
aijes-7161	54	44	2023	2023	NUM
aijes-7161	54	45	4838907049,6	4838907049,6	NUM
aijes-7161	54	46	58567	58567	NUM
aijes-7161	54	47	34204	34204	NUM
aijes-7161	54	48	547	547	NUM
aijes-7161	54	49	590	590	NUM
aijes-7161	54	50	249,30	249,30	NUM
aijes-7161	54	51	17,7	17,7	PROPN
aijes-7161	54	52	source	source	NOUN
aijes-7161	54	53	:	:	PUNCT
aijes-7161	54	54	website	website	NOUN
aijes-7161	54	55	of	of	ADP
aijes-7161	54	56	the	the	DET
aijes-7161	54	57	state	state	NOUN
aijes-7161	54	58	statistics	statistic	NOUN
aijes-7161	54	59	service	service	NOUN
aijes-7161	54	60	of	of	ADP
aijes-7161	54	61	ukraine	ukraine	NOUN
aijes-7161	54	62	,	,	PUNCT
aijes-7161	54	63	2022	2022	NUM
aijes-7161	54	64	calculations	calculation	NOUN
aijes-7161	54	65	and	and	CCONJ
aijes-7161	54	66	model	model	NOUN
aijes-7161	54	67	building	building	NOUN
aijes-7161	54	68	were	be	AUX
aijes-7161	54	69	based	base	VERB
aijes-7161	54	70	on	on	ADP
aijes-7161	54	71	a	a	DET
aijes-7161	54	72	regression	regression	NOUN
aijes-7161	54	73	model	model	NOUN
aijes-7161	54	74	in	in	ADP
aijes-7161	54	75	excel	excel	NOUN
aijes-7161	54	76	.	.	PUNCT
aijes-7161	55	1	the	the	DET
aijes-7161	55	2	level	level	NOUN
aijes-7161	55	3	of	of	ADP
aijes-7161	55	4	reliability	reliability	NOUN
aijes-7161	55	5	is	be	AUX
aijes-7161	55	6	defined	define	VERB
aijes-7161	55	7	as	as	ADP
aijes-7161	55	8	0.95	0.95	NUM
aijes-7161	55	9	the	the	DET
aijes-7161	55	10	boundaries	boundary	NOUN
aijes-7161	55	11	of	of	ADP
aijes-7161	55	12	the	the	DET
aijes-7161	55	13	confidence	confidence	NOUN
aijes-7161	55	14	interval	interval	NOUN
aijes-7161	55	15	for	for	ADP
aijes-7161	55	16	each	each	DET
aijes-7161	55	17	regression	regression	NOUN
aijes-7161	55	18	coefficient	coefficient	NOUN
aijes-7161	55	19	cover	cover	VERB
aijes-7161	55	20	the	the	DET
aijes-7161	55	21	true	true	ADJ
aijes-7161	55	22	value	value	NOUN
aijes-7161	55	23	with	with	ADP
aijes-7161	55	24	a	a	DET
aijes-7161	55	25	probability	probability	NOUN
aijes-7161	55	26	of	of	ADP
aijes-7161	55	27	95	95	NUM
aijes-7161	55	28	%	%	NOUN
aijes-7161	55	29	.	.	PUNCT
aijes-7161	56	1	considering	consider	VERB
aijes-7161	56	2	the	the	DET
aijes-7161	56	3	upper	upper	ADJ
aijes-7161	56	4	limit	limit	NOUN
aijes-7161	56	5	of	of	ADP
aijes-7161	56	6	the	the	DET
aijes-7161	56	7	confidence	confidence	NOUN
aijes-7161	56	8	interval	interval	NOUN
aijes-7161	56	9	for	for	ADP
aijes-7161	56	10	each	each	PRON
aijes-7161	56	11	of	of	ADP
aijes-7161	56	12	the	the	DET
aijes-7161	56	13	coefficients	coefficient	NOUN
aijes-7161	56	14	,	,	PUNCT
aijes-7161	56	15	the	the	DET
aijes-7161	56	16	model	model	NOUN
aijes-7161	56	17	is	be	AUX
aijes-7161	56	18	as	as	SCONJ
aijes-7161	56	19	follows	follow	VERB
aijes-7161	56	20	:	:	PUNCT
aijes-7161	56	21	�	�	PROPN
aijes-7161	56	22	̌	̌	NUM
aijes-7161	56	23	�	�	NOUN
aijes-7161	57	1	=	=	PUNCT
aijes-7161	57	2	−49274,9𝑋1	−49274,9𝑋1	PROPN
aijes-7161	57	3	−	−	PROPN
aijes-7161	58	1	72464,9𝑋2	72464,9𝑋2	NUM
aijes-7161	58	2	+	+	CCONJ
aijes-7161	58	3	6,5𝑋3	6,5𝑋3	NUM
aijes-7161	58	4	+	+	CCONJ
aijes-7161	58	5	433463774,7𝑋4	433463774,7𝑋4	NOUN
aijes-7161	58	6	−	−	PROPN
aijes-7161	58	7	1029872880	1029872880	NUM
aijes-7161	58	8	the	the	DET
aijes-7161	58	9	coefficient	coefficient	NOUN
aijes-7161	58	10	of	of	ADP
aijes-7161	58	11	determination	determination	NOUN
aijes-7161	58	12	𝑅2	𝑅2	NOUN
aijes-7161	58	13	is	be	AUX
aijes-7161	58	14	quite	quite	ADV
aijes-7161	58	15	high	high	ADJ
aijes-7161	58	16	and	and	CCONJ
aijes-7161	58	17	amounts	amount	VERB
aijes-7161	58	18	to	to	ADP
aijes-7161	58	19	0.999	0.999	NUM
aijes-7161	58	20	.	.	PUNCT
aijes-7161	59	1	thus	thus	ADV
aijes-7161	59	2	,	,	PUNCT
aijes-7161	59	3	the	the	DET
aijes-7161	59	4	variation	variation	NOUN
aijes-7161	59	5	of	of	ADP
aijes-7161	59	6	value	value	NOUN
aijes-7161	59	7	added	add	VERB
aijes-7161	59	8	by	by	ADP
aijes-7161	59	9	the	the	DET
aijes-7161	59	10	costs	cost	NOUN
aijes-7161	59	11	of	of	ADP
aijes-7161	59	12	economic	economic	ADJ
aijes-7161	59	13	entities	entity	NOUN
aijes-7161	59	14	is	be	AUX
aijes-7161	59	15	99	99	NUM
aijes-7161	59	16	%	%	NOUN
aijes-7161	59	17	determined	determine	VERB
aijes-7161	59	18	by	by	ADP
aijes-7161	59	19	the	the	DET
aijes-7161	59	20	variation	variation	NOUN
aijes-7161	59	21	of	of	ADP
aijes-7161	59	22	the	the	DET
aijes-7161	59	23	proposed	propose	VERB
aijes-7161	59	24	factors	factor	NOUN
aijes-7161	59	25	,	,	PUNCT
aijes-7161	59	26	but	but	CCONJ
aijes-7161	59	27	there	there	PRON
aijes-7161	59	28	are	be	VERB
aijes-7161	59	29	0.1	0.1	NUM
aijes-7161	59	30	%	%	NOUN
aijes-7161	59	31	that	that	PRON
aijes-7161	59	32	are	be	AUX
aijes-7161	59	33	unaccounted	unaccounte	VERB
aijes-7161	59	34	for	for	ADP
aijes-7161	59	35	.	.	PUNCT
aijes-7161	60	1	these	these	DET
aijes-7161	60	2	results	result	NOUN
aijes-7161	60	3	allow	allow	VERB
aijes-7161	60	4	us	we	PRON
aijes-7161	60	5	to	to	PART
aijes-7161	60	6	assess	assess	VERB
aijes-7161	60	7	the	the	DET
aijes-7161	60	8	adequacy	adequacy	NOUN
aijes-7161	60	9	of	of	ADP
aijes-7161	60	10	the	the	DET
aijes-7161	60	11	model	model	NOUN
aijes-7161	60	12	.	.	PUNCT
aijes-7161	61	1	according	accord	VERB
aijes-7161	61	2	to	to	ADP
aijes-7161	61	3	the	the	DET
aijes-7161	61	4	fisher	fisher	NOUN
aijes-7161	61	5	's	's	PART
aijes-7161	61	6	test	test	NOUN
aijes-7161	61	7	of	of	ADP
aijes-7161	61	8	adequacy	adequacy	NOUN
aijes-7161	61	9	,	,	PUNCT
aijes-7161	61	10	the	the	DET
aijes-7161	61	11	obtained	obtain	VERB
aijes-7161	61	12	f	f	NOUN
aijes-7161	61	13	-	-	PUNCT
aijes-7161	61	14	value	value	NOUN
aijes-7161	61	15	(	(	PUNCT
aijes-7161	61	16	0.02	0.02	NUM
aijes-7161	61	17	)	)	PUNCT
aijes-7161	61	18	is	be	AUX
aijes-7161	61	19	lower	low	ADJ
aijes-7161	61	20	than	than	ADP
aijes-7161	61	21	the	the	DET
aijes-7161	61	22	significance	significance	NOUN
aijes-7161	61	23	level	level	NOUN
aijes-7161	61	24	(	(	PUNCT
aijes-7161	61	25	0.05	0.05	NUM
aijes-7161	61	26	)	)	PUNCT
aijes-7161	61	27	,	,	PUNCT
aijes-7161	61	28	so	so	CCONJ
aijes-7161	61	29	since	since	SCONJ
aijes-7161	61	30	𝐹	𝐹	PROPN
aijes-7161	61	31	<	<	X
aijes-7161	61	32	𝑎	𝑎	X
aijes-7161	61	33	,	,	PUNCT
aijes-7161	61	34	we	we	PRON
aijes-7161	61	35	can	can	AUX
aijes-7161	61	36	say	say	VERB
aijes-7161	61	37	that	that	SCONJ
aijes-7161	61	38	the	the	DET
aijes-7161	61	39	model	model	NOUN
aijes-7161	61	40	is	be	AUX
aijes-7161	61	41	generally	generally	ADV
aijes-7161	61	42	statistically	statistically	ADV
aijes-7161	61	43	significant	significant	ADJ
aijes-7161	61	44	and	and	CCONJ
aijes-7161	61	45	adequate	adequate	ADJ
aijes-7161	61	46	.	.	PUNCT
aijes-7161	62	1	we	we	PRON
aijes-7161	62	2	can	can	AUX
aijes-7161	62	3	assess	assess	VERB
aijes-7161	62	4	the	the	DET
aijes-7161	62	5	adequacy	adequacy	NOUN
aijes-7161	62	6	and	and	CCONJ
aijes-7161	62	7	statistical	statistical	ADJ
aijes-7161	62	8	significance	significance	NOUN
aijes-7161	62	9	of	of	ADP
aijes-7161	62	10	each	each	DET
aijes-7161	62	11	coefficient	coefficient	NOUN
aijes-7161	62	12	separately	separately	ADV
aijes-7161	62	13	by	by	ADP
aijes-7161	62	14	using	use	VERB
aijes-7161	62	15	the	the	DET
aijes-7161	62	16	critical	critical	ADJ
aijes-7161	62	17	t	t	NOUN
aijes-7161	62	18	value	value	NOUN
aijes-7161	62	19	from	from	ADP
aijes-7161	62	20	the	the	DET
aijes-7161	62	21	student	student	NOUN
aijes-7161	62	22	's	's	PART
aijes-7161	62	23	statistical	statistical	ADJ
aijes-7161	62	24	table	table	NOUN
aijes-7161	62	25	.	.	PUNCT
aijes-7161	63	1	if	if	SCONJ
aijes-7161	63	2	the	the	DET
aijes-7161	63	3	critical	critical	ADJ
aijes-7161	63	4	significance	significance	NOUN
aijes-7161	63	5	level	level	NOUN
aijes-7161	63	6	is	be	AUX
aijes-7161	63	7	𝛼	𝛼	X
aijes-7161	63	8	=	=	NOUN
aijes-7161	63	9	0.05	0.05	NUM
aijes-7161	63	10	and	and	CCONJ
aijes-7161	63	11	the	the	DET
aijes-7161	63	12	degree	degree	NOUN
aijes-7161	63	13	of	of	ADP
aijes-7161	63	14	freedom	freedom	NOUN
aijes-7161	63	15	is	be	AUX
aijes-7161	63	16	n	n	PRON
aijes-7161	63	17	-	-	PUNCT
aijes-7161	63	18	m=2	m=2	PROPN
aijes-7161	63	19	,	,	PUNCT
aijes-7161	63	20	the	the	DET
aijes-7161	63	21	critical	critical	ADJ
aijes-7161	63	22	value	value	NOUN
aijes-7161	63	23	is	be	AUX
aijes-7161	63	24	2.920	2.920	NUM
aijes-7161	63	25	.	.	PUNCT
aijes-7161	64	1	as	as	SCONJ
aijes-7161	64	2	can	can	AUX
aijes-7161	64	3	be	be	AUX
aijes-7161	64	4	seen	see	VERB
aijes-7161	64	5	from	from	ADP
aijes-7161	64	6	the	the	DET
aijes-7161	64	7	results	result	NOUN
aijes-7161	64	8	of	of	ADP
aijes-7161	64	9	the	the	DET
aijes-7161	64	10	t	t	NOUN
aijes-7161	64	11	-	-	PUNCT
aijes-7161	64	12	test	test	NOUN
aijes-7161	64	13	(	(	PUNCT
aijes-7161	64	14	table	table	NOUN
aijes-7161	64	15	2	2	NUM
aijes-7161	64	16	)	)	PUNCT
aijes-7161	64	17	,	,	PUNCT
aijes-7161	64	18	all	all	DET
aijes-7161	64	19	available	available	ADJ
aijes-7161	64	20	coefficients	coefficient	NOUN
aijes-7161	64	21	are	be	AUX
aijes-7161	64	22	greater	great	ADJ
aijes-7161	64	23	than	than	ADP
aijes-7161	64	24	the	the	DET
aijes-7161	64	25	critical	critical	ADJ
aijes-7161	64	26	value	value	NOUN
aijes-7161	64	27	.	.	PUNCT
aijes-7161	65	1	this	this	PRON
aijes-7161	65	2	indicates	indicate	VERB
aijes-7161	65	3	that	that	SCONJ
aijes-7161	65	4	they	they	PRON
aijes-7161	65	5	are	be	AUX
aijes-7161	65	6	not	not	PART
aijes-7161	65	7	statistically	statistically	ADV
aijes-7161	65	8	significant	significant	ADJ
aijes-7161	65	9	.	.	PUNCT
aijes-7161	66	1	therefore	therefore	ADV
aijes-7161	66	2	,	,	PUNCT
aijes-7161	66	3	we	we	PRON
aijes-7161	66	4	consider	consider	VERB
aijes-7161	66	5	it	it	PRON
aijes-7161	66	6	necessary	necessary	ADJ
aijes-7161	66	7	to	to	PART
aijes-7161	66	8	use	use	VERB
aijes-7161	66	9	a	a	DET
aijes-7161	66	10	different	different	ADJ
aijes-7161	66	11	type	type	NOUN
aijes-7161	66	12	of	of	ADP
aijes-7161	66	13	model	model	NOUN
aijes-7161	66	14	to	to	PART
aijes-7161	66	15	evaluate	evaluate	VERB
aijes-7161	66	16	the	the	DET
aijes-7161	66	17	selected	select	VERB
aijes-7161	66	18	indicators	indicator	NOUN
aijes-7161	66	19	.	.	PUNCT
aijes-7161	67	1	alyona	alyona	PROPN
aijes-7161	67	2	sorokina	sorokina	PROPN
aijes-7161	67	3	,	,	PUNCT
aijes-7161	67	4	larysa	larysa	NOUN
aijes-7161	67	5	lebedeva	lebedeva	NOUN
aijes-7161	67	6	307	307	NUM
aijes-7161	67	7	table	table	NOUN
aijes-7161	67	8	2	2	NUM
aijes-7161	67	9	.	.	PUNCT
aijes-7161	68	1	calculations	calculation	NOUN
aijes-7161	68	2	of	of	ADP
aijes-7161	68	3	a	a	DET
aijes-7161	68	4	multifactor	multifactor	NOUN
aijes-7161	68	5	linear	linear	NOUN
aijes-7161	68	6	model	model	NOUN
aijes-7161	68	7	coefficients	coefficient	VERB
aijes-7161	68	8	t	t	PROPN
aijes-7161	68	9	-	-	PUNCT
aijes-7161	68	10	statistics	statistic	NOUN
aijes-7161	68	11	p	p	NOUN
aijes-7161	68	12	-	-	PUNCT
aijes-7161	68	13	value	value	NOUN
aijes-7161	68	14	r	r	NOUN
aijes-7161	68	15	-	-	NOUN
aijes-7161	68	16	square	square	NOUN
aijes-7161	68	17	the	the	DET
aijes-7161	68	18	significance	significance	NOUN
aijes-7161	68	19	of	of	ADP
aijes-7161	68	20	f	f	PROPN
aijes-7161	68	21	y	y	PROPN
aijes-7161	68	22	-1029872879,60175	-1029872879,60175	PROPN
aijes-7161	68	23	-2,33445888668255	-2,33445888668255	PROPN
aijes-7161	68	24	0,257650973	0,257650973	NUM
aijes-7161	68	25	0,999	0,999	NUM
aijes-7161	68	26	0,0240	0,0240	NOUN
aijes-7161	69	1	x1	x1	PROPN
aijes-7161	69	2	-49274,90302	-49274,90302	NOUN
aijes-7161	70	1	-10,8441748720604	-10,8441748720604	INTJ
aijes-7161	70	2	0,058540589	0,058540589	NUM
aijes-7161	71	1	x2	x2	INTJ
aijes-7161	72	1	-72464,89698	-72464,89698	NOUN
aijes-7161	73	1	-10,5163655881444	-10,5163655881444	DET
aijes-7161	73	2	0,060354627	0,060354627	NUM
aijes-7161	73	3	x3	x3	ADJ
aijes-7161	74	1	6,54706318666723	6,54706318666723	NUM
aijes-7161	74	2	17,1301999848115	17,1301999848115	NUM
aijes-7161	74	3	0,037121463	0,037121463	NUM
aijes-7161	74	4	x4	x4	PROPN
aijes-7161	74	5	433463774,656223	433463774,656223	NUM
aijes-7161	75	1	19,6914621593524	19,6914621593524	NUM
aijes-7161	75	2	0,032301987	0,032301987	ADJ
aijes-7161	75	3	source	source	NOUN
aijes-7161	75	4	:	:	PUNCT
aijes-7161	75	5	compiled	compile	VERB
aijes-7161	75	6	by	by	ADP
aijes-7161	75	7	the	the	DET
aijes-7161	75	8	authors	author	NOUN
aijes-7161	75	9	from	from	ADP
aijes-7161	75	10	now	now	ADV
aijes-7161	75	11	on	on	ADV
aijes-7161	75	12	,	,	PUNCT
aijes-7161	75	13	we	we	PRON
aijes-7161	75	14	will	will	AUX
aijes-7161	75	15	use	use	VERB
aijes-7161	75	16	a	a	DET
aijes-7161	75	17	power	power	NOUN
aijes-7161	75	18	function	function	NOUN
aijes-7161	75	19	with	with	ADP
aijes-7161	75	20	its	its	PRON
aijes-7161	75	21	transformation	transformation	NOUN
aijes-7161	75	22	to	to	ADP
aijes-7161	75	23	a	a	DET
aijes-7161	75	24	linear	linear	ADJ
aijes-7161	75	25	form	form	NOUN
aijes-7161	75	26	as	as	ADP
aijes-7161	75	27	a	a	DET
aijes-7161	75	28	result	result	NOUN
aijes-7161	75	29	of	of	ADP
aijes-7161	75	30	logarithmizing	logarithmize	VERB
aijes-7161	75	31	.	.	PUNCT
aijes-7161	76	1	the	the	DET
aijes-7161	76	2	function	function	NOUN
aijes-7161	76	3	will	will	AUX
aijes-7161	76	4	have	have	VERB
aijes-7161	76	5	the	the	DET
aijes-7161	76	6	following	follow	VERB
aijes-7161	76	7	form	form	NOUN
aijes-7161	76	8	:	:	PUNCT
aijes-7161	76	9	𝑙𝑛𝑌	𝑙𝑛𝑌	NOUN
aijes-7161	76	10	=	=	SYM
aijes-7161	76	11	𝑙𝑛𝐴	𝑙𝑛𝐴	PROPN
aijes-7161	77	1	+	+	CCONJ
aijes-7161	77	2	𝛼	𝛼	PRON
aijes-7161	77	3	×	×	NOUN
aijes-7161	77	4	𝑙𝑛𝑋1	𝑙𝑛𝑋1	NOUN
aijes-7161	78	1	+	+	X
aijes-7161	78	2	𝛽	𝛽	DET
aijes-7161	78	3	×	×	NOUN
aijes-7161	78	4	𝑙𝑛𝑋2	𝑙𝑛𝑋2	PROPN
aijes-7161	78	5	+	+	CCONJ
aijes-7161	78	6	𝛾	𝛾	PROPN
aijes-7161	78	7	×	×	NOUN
aijes-7161	78	8	𝑙𝑛𝑋3	𝑙𝑛𝑋3	NOUN
aijes-7161	79	1	+	+	CCONJ
aijes-7161	79	2	𝛿	𝛿	DET
aijes-7161	79	3	×	×	ADJ
aijes-7161	79	4	𝑙𝑛𝑋4	𝑙𝑛𝑋4	NOUN
aijes-7161	79	5	the	the	DET
aijes-7161	79	6	calculations	calculation	NOUN
aijes-7161	79	7	were	be	AUX
aijes-7161	79	8	performed	perform	VERB
aijes-7161	79	9	by	by	ADP
aijes-7161	79	10	building	build	VERB
aijes-7161	79	11	a	a	DET
aijes-7161	79	12	regression	regression	NOUN
aijes-7161	79	13	model	model	NOUN
aijes-7161	79	14	in	in	ADP
aijes-7161	79	15	excel	excel	NOUN
aijes-7161	79	16	,	,	PUNCT
aijes-7161	79	17	and	and	CCONJ
aijes-7161	79	18	the	the	DET
aijes-7161	79	19	results	result	NOUN
aijes-7161	79	20	are	be	AUX
aijes-7161	79	21	as	as	SCONJ
aijes-7161	79	22	follows	follow	VERB
aijes-7161	79	23	:	:	PUNCT
aijes-7161	79	24	�	�	PROPN
aijes-7161	79	25	̀	̀	VERB
aijes-7161	79	26	�	�	NOUN
aijes-7161	79	27	=	=	PROPN
aijes-7161	79	28	10.33	10.33	NUM
aijes-7161	79	29	,	,	PUNCT
aijes-7161	79	30	𝛼	𝛼	X
aijes-7161	79	31	=	=	SYM
aijes-7161	79	32	−1,02	−1,02	PROPN
aijes-7161	79	33	,	,	PUNCT
aijes-7161	79	34	𝛽	𝛽	NOUN
aijes-7161	79	35	=	=	SYM
aijes-7161	79	36	−0,9	−0,9	X
aijes-7161	79	37	,	,	PUNCT
aijes-7161	79	38	𝛾	𝛾	NOUN
aijes-7161	79	39	=	=	SYM
aijes-7161	79	40	0,61	0,61	NUM
aijes-7161	79	41	,	,	PUNCT
aijes-7161	79	42	𝛿	𝛿	ADJ
aijes-7161	79	43	=	=	ADJ
aijes-7161	79	44	2,39	2,39	NOUN
aijes-7161	79	45	.	.	PUNCT
aijes-7161	80	1	accordingly	accordingly	ADV
aijes-7161	80	2	,	,	PUNCT
aijes-7161	80	3	taking	take	VERB
aijes-7161	80	4	into	into	ADP
aijes-7161	80	5	account	account	NOUN
aijes-7161	80	6	the	the	DET
aijes-7161	80	7	logarithmization	logarithmization	NOUN
aijes-7161	80	8	of	of	ADP
aijes-7161	80	9	the	the	DET
aijes-7161	80	10	coefficients	coefficient	NOUN
aijes-7161	80	11	,	,	PUNCT
aijes-7161	80	12	we	we	PRON
aijes-7161	80	13	have	have	VERB
aijes-7161	80	14	the	the	DET
aijes-7161	80	15	following	follow	VERB
aijes-7161	80	16	form	form	NOUN
aijes-7161	80	17	of	of	ADP
aijes-7161	80	18	the	the	DET
aijes-7161	80	19	function	function	NOUN
aijes-7161	80	20	:	:	PUNCT
aijes-7161	80	21	𝑌𝑐𝑎𝑙𝑐	𝑌𝑐𝑎𝑙𝑐	PROPN
aijes-7161	80	22	=	=	SYM
aijes-7161	80	23	exp	exp	X
aijes-7161	80	24	(	(	PUNCT
aijes-7161	80	25	10,33	10,33	NUM
aijes-7161	80	26	)	)	PUNCT
aijes-7161	80	27	×	×	NOUN
aijes-7161	80	28	𝑋1	𝑋1	PROPN
aijes-7161	80	29	−1,02	−1,02	PROPN
aijes-7161	80	30	×	×	NOUN
aijes-7161	80	31	𝑋2	𝑋2	VERB
aijes-7161	80	32	−0,9	−0,9	ADJ
aijes-7161	80	33	×	×	ADJ
aijes-7161	80	34	𝑋3	𝑋3	NOUN
aijes-7161	80	35	0,61	0,61	PUNCT
aijes-7161	81	1	×	×	NOUN
aijes-7161	81	2	𝑋4	𝑋4	VERB
aijes-7161	81	3	2,39	2,39	NOUN
aijes-7161	81	4	the	the	DET
aijes-7161	81	5	final	final	ADJ
aijes-7161	81	6	result	result	NOUN
aijes-7161	81	7	after	after	ADP
aijes-7161	81	8	calculating	calculate	VERB
aijes-7161	81	9	the	the	DET
aijes-7161	81	10	exponential	exponential	ADJ
aijes-7161	81	11	function	function	NOUN
aijes-7161	81	12	:	:	PUNCT
aijes-7161	82	1	𝑌𝑐𝑎𝑙𝑐	𝑌𝑐𝑎𝑙𝑐	PROPN
aijes-7161	82	2	=	=	PUNCT
aijes-7161	83	1	30,638.1	30,638.1	NUM
aijes-7161	83	2	×	×	NOUN
aijes-7161	83	3	𝑋1	𝑋1	PROPN
aijes-7161	83	4	−1,02	−1,02	PROPN
aijes-7161	83	5	×	×	NOUN
aijes-7161	83	6	𝑋2	𝑋2	VERB
aijes-7161	83	7	−0,9	−0,9	ADJ
aijes-7161	83	8	×	×	ADJ
aijes-7161	83	9	𝑋3	𝑋3	NOUN
aijes-7161	83	10	0,61	0,61	PUNCT
aijes-7161	84	1	×	×	NOUN
aijes-7161	84	2	𝑋4	𝑋4	VERB
aijes-7161	84	3	2,39	2,39	NOUN
aijes-7161	85	1	the	the	DET
aijes-7161	85	2	coefficient	coefficient	NOUN
aijes-7161	85	3	of	of	ADP
aijes-7161	85	4	determination	determination	NOUN
aijes-7161	85	5	𝑅2	𝑅2	NOUN
aijes-7161	85	6	of	of	ADP
aijes-7161	85	7	the	the	DET
aijes-7161	85	8	newly	newly	ADV
aijes-7161	85	9	created	create	VERB
aijes-7161	85	10	model	model	NOUN
aijes-7161	85	11	remained	remain	VERB
aijes-7161	85	12	at	at	ADP
aijes-7161	85	13	the	the	DET
aijes-7161	85	14	same	same	ADJ
aijes-7161	85	15	level	level	NOUN
aijes-7161	85	16	0.99	0.99	NUM
aijes-7161	85	17	,	,	PUNCT
aijes-7161	85	18	which	which	PRON
aijes-7161	85	19	still	still	ADV
aijes-7161	85	20	indicates	indicate	VERB
aijes-7161	85	21	a	a	DET
aijes-7161	85	22	high	high	ADJ
aijes-7161	85	23	influence	influence	NOUN
aijes-7161	85	24	of	of	ADP
aijes-7161	85	25	the	the	DET
aijes-7161	85	26	factors	factor	NOUN
aijes-7161	85	27	considered	consider	VERB
aijes-7161	85	28	.	.	PUNCT
aijes-7161	86	1	we	we	PRON
aijes-7161	86	2	can	can	AUX
aijes-7161	86	3	also	also	ADV
aijes-7161	86	4	assess	assess	VERB
aijes-7161	86	5	the	the	DET
aijes-7161	86	6	adequacy	adequacy	NOUN
aijes-7161	86	7	of	of	ADP
aijes-7161	86	8	the	the	DET
aijes-7161	86	9	model	model	NOUN
aijes-7161	86	10	,	,	PUNCT
aijes-7161	86	11	in	in	ADP
aijes-7161	86	12	particular	particular	ADJ
aijes-7161	86	13	,	,	PUNCT
aijes-7161	86	14	using	use	VERB
aijes-7161	86	15	fisher	fisher	PROPN
aijes-7161	86	16	's	's	PART
aijes-7161	86	17	criteria	criterion	NOUN
aijes-7161	86	18	.	.	PUNCT
aijes-7161	87	1	for	for	ADP
aijes-7161	87	2	this	this	DET
aijes-7161	87	3	purpose	purpose	NOUN
aijes-7161	87	4	,	,	PUNCT
aijes-7161	87	5	we	we	PRON
aijes-7161	87	6	will	will	AUX
aijes-7161	87	7	use	use	VERB
aijes-7161	87	8	the	the	DET
aijes-7161	87	9	result	result	NOUN
aijes-7161	87	10	of	of	ADP
aijes-7161	87	11	the	the	DET
aijes-7161	87	12	f	f	NOUN
aijes-7161	87	13	-	-	PUNCT
aijes-7161	87	14	value	value	NOUN
aijes-7161	87	15	for	for	ADP
aijes-7161	87	16	the	the	DET
aijes-7161	87	17	built	build	VERB
aijes-7161	87	18	model	model	NOUN
aijes-7161	87	19	and	and	CCONJ
aijes-7161	87	20	the	the	DET
aijes-7161	87	21	tabulated	tabulate	VERB
aijes-7161	87	22	f	f	NOUN
aijes-7161	87	23	-	-	PUNCT
aijes-7161	87	24	value	value	NOUN
aijes-7161	87	25	for	for	ADP
aijes-7161	87	26	the	the	DET
aijes-7161	87	27	significance	significance	NOUN
aijes-7161	87	28	level	level	NOUN
aijes-7161	87	29	of	of	ADP
aijes-7161	87	30	0.05	0.05	NUM
aijes-7161	87	31	.	.	PUNCT
aijes-7161	88	1	to	to	PART
aijes-7161	88	2	select	select	VERB
aijes-7161	88	3	the	the	DET
aijes-7161	88	4	correct	correct	ADJ
aijes-7161	88	5	table	table	NOUN
aijes-7161	88	6	value	value	NOUN
aijes-7161	88	7	,	,	PUNCT
aijes-7161	88	8	we	we	PRON
aijes-7161	88	9	also	also	ADV
aijes-7161	88	10	took	take	VERB
aijes-7161	88	11	into	into	ADP
aijes-7161	88	12	account	account	NOUN
aijes-7161	88	13	the	the	DET
aijes-7161	88	14	number	number	NOUN
aijes-7161	88	15	of	of	ADP
aijes-7161	88	16	independent	independent	ADJ
aijes-7161	88	17	variables	variable	NOUN
aijes-7161	88	18	(	(	PUNCT
aijes-7161	88	19	4	4	NUM
aijes-7161	88	20	)	)	PUNCT
aijes-7161	88	21	and	and	CCONJ
aijes-7161	88	22	the	the	DET
aijes-7161	88	23	total	total	ADJ
aijes-7161	88	24	number	number	NOUN
aijes-7161	88	25	of	of	ADP
aijes-7161	88	26	observations	observation	NOUN
aijes-7161	88	27	(	(	PUNCT
aijes-7161	88	28	6	6	NUM
aijes-7161	88	29	)	)	PUNCT
aijes-7161	88	30	minus	minus	CCONJ
aijes-7161	88	31	the	the	DET
aijes-7161	88	32	number	number	NOUN
aijes-7161	88	33	of	of	ADP
aijes-7161	88	34	parameters	parameter	NOUN
aijes-7161	88	35	.	.	PUNCT
aijes-7161	89	1	accordingly	accordingly	ADV
aijes-7161	89	2	,	,	PUNCT
aijes-7161	89	3	𝐹𝑡𝑎𝑏𝑙𝑒	𝐹𝑡𝑎𝑏𝑙𝑒	PROPN
aijes-7161	89	4	=	=	PROPN
aijes-7161	89	5	7.7	7.7	NUM
aijes-7161	89	6	,	,	PUNCT
aijes-7161	89	7	𝐹𝑐𝑎𝑙𝑐	𝐹𝑐𝑎𝑙𝑐	PROPN
aijes-7161	89	8	=	=	SYM
aijes-7161	89	9	3354,08	3354,08	PROPN
aijes-7161	89	10	;	;	PUNCT
aijes-7161	89	11	𝐹𝑐𝑎𝑙𝑐	𝐹𝑐𝑎𝑙𝑐	PROPN
aijes-7161	89	12	>	>	X
aijes-7161	89	13	𝐹𝑡𝑎𝑏𝑙𝑒.	𝐹𝑡𝑎𝑏𝑙𝑒.	NUM
aijes-7161	89	14	we	we	PRON
aijes-7161	89	15	can	can	AUX
aijes-7161	89	16	conclude	conclude	VERB
aijes-7161	89	17	that	that	SCONJ
aijes-7161	89	18	the	the	DET
aijes-7161	89	19	model	model	NOUN
aijes-7161	89	20	is	be	AUX
aijes-7161	89	21	reliable	reliable	ADJ
aijes-7161	89	22	,	,	PUNCT
aijes-7161	89	23	all	all	DET
aijes-7161	89	24	factors	factor	NOUN
aijes-7161	89	25	have	have	VERB
aijes-7161	89	26	an	an	DET
aijes-7161	89	27	impact	impact	NOUN
aijes-7161	89	28	on	on	ADP
aijes-7161	89	29	the	the	DET
aijes-7161	89	30	dependent	dependent	ADJ
aijes-7161	89	31	variable	variable	NOUN
aijes-7161	89	32	(	(	PUNCT
aijes-7161	89	33	p	p	NOUN
aijes-7161	89	34	-	-	PUNCT
aijes-7161	89	35	value	value	NOUN
aijes-7161	89	36	in	in	ADP
aijes-7161	89	37	table	table	NOUN
aijes-7161	89	38	3	3	NUM
aijes-7161	89	39	)	)	PUNCT
aijes-7161	89	40	.	.	PUNCT
aijes-7161	90	1	table	table	NOUN
aijes-7161	91	1	3	3	NUM
aijes-7161	91	2	.	.	PUNCT
aijes-7161	91	3	results	result	NOUN
aijes-7161	91	4	of	of	ADP
aijes-7161	91	5	calculations	calculation	NOUN
aijes-7161	91	6	using	use	VERB
aijes-7161	91	7	a	a	DET
aijes-7161	91	8	power	power	NOUN
aijes-7161	91	9	function	function	NOUN
aijes-7161	91	10	with	with	ADP
aijes-7161	91	11	logarithmization	logarithmization	NOUN
aijes-7161	91	12	coefficients	coefficient	VERB
aijes-7161	91	13	t	t	PROPN
aijes-7161	91	14	-	-	PUNCT
aijes-7161	91	15	statistics	statistic	NOUN
aijes-7161	91	16	p	p	NOUN
aijes-7161	91	17	-	-	PUNCT
aijes-7161	91	18	value	value	NOUN
aijes-7161	91	19	r	r	NOUN
aijes-7161	91	20	-	-	NOUN
aijes-7161	91	21	square	square	NOUN
aijes-7161	91	22	the	the	DET
aijes-7161	91	23	significance	significance	NOUN
aijes-7161	91	24	of	of	ADP
aijes-7161	91	25	f	f	PROPN
aijes-7161	91	26	y	y	PROPN
aijes-7161	91	27	10,32814803	10,32814803	NUM
aijes-7161	91	28	28,62656837	28,62656837	NUM
aijes-7161	91	29	0,022229734	0,022229734	NUM
aijes-7161	91	30	0,999	0,999	NUM
aijes-7161	91	31	0,012949335	0,012949335	NUM
aijes-7161	92	1	x1	x1	NUM
aijes-7161	92	2	-1,015903715	-1,015903715	NOUN
aijes-7161	93	1	-24,22316748	-24,22316748	ADP
aijes-7161	93	2	0,026266527	0,026266527	NUM
aijes-7161	94	1	x2	x2	PROPN
aijes-7161	95	1	-0,903507143	-0,903507143	PROPN
aijes-7161	96	1	-26,19640569	-26,19640569	PUNCT
aijes-7161	97	1	0,024290005	0,024290005	NUM
aijes-7161	97	2	x3	x3	VERB
aijes-7161	97	3	0,607733673	0,607733673	ADP
aijes-7161	97	4	39,84619939	39,84619939	NUM
aijes-7161	97	5	0,015973573	0,015973573	VERB
aijes-7161	98	1	x4	x4	PROPN
aijes-7161	98	2	2,392693185	2,392693185	NUM
aijes-7161	98	3	35,46667481	35,46667481	NUM
aijes-7161	98	4	0,017945047	0,017945047	PROPN
aijes-7161	98	5	source	source	NOUN
aijes-7161	98	6	:	:	PUNCT
aijes-7161	98	7	compiled	compile	VERB
aijes-7161	98	8	by	by	ADP
aijes-7161	98	9	the	the	DET
aijes-7161	98	10	authors	author	NOUN
aijes-7161	98	11	thus	thus	ADV
aijes-7161	98	12	,	,	PUNCT
aijes-7161	98	13	according	accord	VERB
aijes-7161	98	14	to	to	ADP
aijes-7161	98	15	the	the	DET
aijes-7161	98	16	results	result	NOUN
aijes-7161	98	17	of	of	ADP
aijes-7161	98	18	the	the	DET
aijes-7161	98	19	calculations	calculation	NOUN
aijes-7161	98	20	,	,	PUNCT
aijes-7161	98	21	the	the	DET
aijes-7161	98	22	factor	factor	NOUN
aijes-7161	98	23	of	of	ADP
aijes-7161	98	24	the	the	DET
aijes-7161	98	25	availability	availability	NOUN
aijes-7161	98	26	of	of	ADP
aijes-7161	98	27	ict	ict	PROPN
aijes-7161	98	28	employees	employee	NOUN
aijes-7161	98	29	at	at	ADP
aijes-7161	98	30	enterprises	enterprise	NOUN
aijes-7161	98	31	has	have	VERB
aijes-7161	98	32	the	the	DET
aijes-7161	98	33	greatest	great	ADJ
aijes-7161	98	34	impact	impact	NOUN
aijes-7161	98	35	on	on	ADP
aijes-7161	98	36	the	the	DET
aijes-7161	98	37	entrepreneurial	entrepreneurial	ADJ
aijes-7161	98	38	sector	sector	NOUN
aijes-7161	98	39	's	's	PART
aijes-7161	98	40	resilience	resilience	NOUN
aijes-7161	98	41	.	.	PUNCT
aijes-7161	99	1	there	there	PRON
aijes-7161	99	2	are	be	VERB
aijes-7161	99	3	several	several	ADJ
aijes-7161	99	4	reasons	reason	NOUN
aijes-7161	99	5	for	for	ADP
aijes-7161	99	6	this	this	PRON
aijes-7161	99	7	:	:	PUNCT
aijes-7161	99	8	first	first	ADV
aijes-7161	99	9	of	of	ADP
aijes-7161	99	10	all	all	PRON
aijes-7161	99	11	,	,	PUNCT
aijes-7161	99	12	enterprises	enterprise	NOUN
aijes-7161	99	13	with	with	ADP
aijes-7161	99	14	ict	ict	PROPN
aijes-7161	99	15	specialists	specialist	NOUN
aijes-7161	99	16	are	be	AUX
aijes-7161	99	17	able	able	ADJ
aijes-7161	99	18	to	to	PART
aijes-7161	99	19	demonstrate	demonstrate	VERB
aijes-7161	99	20	the	the	DET
aijes-7161	99	21	impact	impact	NOUN
aijes-7161	99	22	of	of	ADP
aijes-7161	99	23	digital	digital	ADJ
aijes-7161	99	24	transformation	transformation	NOUN
aijes-7161	99	25	on	on	ADP
aijes-7161	99	26	enterprises	enterprise	NOUN
aijes-7161	99	27	'	'	PART
aijes-7161	99	28	resilience	resilience	NOUN
aijes-7161	99	29	:	:	PUNCT
aijes-7161	99	30	evidence	evidence	NOUN
aijes-7161	99	31	from	from	ADP
aijes-7161	99	32	ukraine	ukraine	NOUN
aijes-7161	99	33	308	308	NUM
aijes-7161	99	34	greater	great	ADJ
aijes-7161	99	35	preparedness	preparedness	NOUN
aijes-7161	99	36	for	for	ADP
aijes-7161	99	37	digital	digital	ADJ
aijes-7161	99	38	threats	threat	NOUN
aijes-7161	99	39	(	(	PUNCT
aijes-7161	99	40	cyberattacks	cyberattack	NOUN
aijes-7161	99	41	or	or	CCONJ
aijes-7161	99	42	nda	nda	PROPN
aijes-7161	99	43	data	datum	NOUN
aijes-7161	99	44	leaks	leak	NOUN
aijes-7161	99	45	)	)	PUNCT
aijes-7161	99	46	,	,	PUNCT
aijes-7161	99	47	which	which	PRON
aijes-7161	99	48	directly	directly	ADV
aijes-7161	99	49	affects	affect	VERB
aijes-7161	99	50	their	their	PRON
aijes-7161	99	51	ability	ability	NOUN
aijes-7161	99	52	to	to	PART
aijes-7161	99	53	maintain	maintain	VERB
aijes-7161	99	54	functionality	functionality	NOUN
aijes-7161	99	55	during	during	ADP
aijes-7161	99	56	economic	economic	ADJ
aijes-7161	99	57	shocks	shock	NOUN
aijes-7161	99	58	.	.	PUNCT
aijes-7161	100	1	in	in	ADP
aijes-7161	100	2	addition	addition	NOUN
aijes-7161	100	3	,	,	PUNCT
aijes-7161	100	4	there	there	PRON
aijes-7161	100	5	is	be	VERB
aijes-7161	100	6	a	a	DET
aijes-7161	100	7	possibility	possibility	NOUN
aijes-7161	100	8	of	of	ADP
aijes-7161	100	9	greater	great	ADJ
aijes-7161	100	10	flexibility	flexibility	NOUN
aijes-7161	100	11	and	and	CCONJ
aijes-7161	100	12	technical	technical	ADJ
aijes-7161	100	13	competitiveness	competitiveness	NOUN
aijes-7161	100	14	of	of	ADP
aijes-7161	100	15	the	the	DET
aijes-7161	100	16	enterprise	enterprise	NOUN
aijes-7161	100	17	:	:	PUNCT
aijes-7161	100	18	the	the	DET
aijes-7161	100	19	presence	presence	NOUN
aijes-7161	100	20	of	of	ADP
aijes-7161	100	21	ict	ict	PROPN
aijes-7161	100	22	specialists	specialist	NOUN
aijes-7161	100	23	in	in	ADP
aijes-7161	100	24	the	the	DET
aijes-7161	100	25	enterprise	enterprise	NOUN
aijes-7161	100	26	allows	allow	VERB
aijes-7161	100	27	for	for	ADP
aijes-7161	100	28	the	the	DET
aijes-7161	100	29	introduction	introduction	NOUN
aijes-7161	100	30	of	of	ADP
aijes-7161	100	31	modern	modern	ADJ
aijes-7161	100	32	digital	digital	ADJ
aijes-7161	100	33	technologies	technology	NOUN
aijes-7161	100	34	,	,	PUNCT
aijes-7161	100	35	and	and	CCONJ
aijes-7161	100	36	thus	thus	ADV
aijes-7161	100	37	,	,	PUNCT
aijes-7161	100	38	increases	increase	VERB
aijes-7161	100	39	the	the	DET
aijes-7161	100	40	efficiency	efficiency	NOUN
aijes-7161	100	41	of	of	ADP
aijes-7161	100	42	operational	operational	ADJ
aijes-7161	100	43	processes	process	NOUN
aijes-7161	100	44	.	.	PUNCT
aijes-7161	101	1	the	the	DET
aijes-7161	101	2	results	result	NOUN
aijes-7161	101	3	also	also	ADV
aijes-7161	101	4	show	show	VERB
aijes-7161	101	5	that	that	SCONJ
aijes-7161	101	6	e	e	NOUN
aijes-7161	101	7	-	-	NOUN
aijes-7161	101	8	commerce	commerce	NOUN
aijes-7161	101	9	has	have	VERB
aijes-7161	101	10	a	a	DET
aijes-7161	101	11	significant	significant	ADJ
aijes-7161	101	12	impact	impact	NOUN
aijes-7161	101	13	,	,	PUNCT
aijes-7161	101	14	which	which	PRON
aijes-7161	101	15	can	can	AUX
aijes-7161	101	16	be	be	AUX
aijes-7161	101	17	explained	explain	VERB
aijes-7161	101	18	accordingly	accordingly	ADV
aijes-7161	101	19	:	:	PUNCT
aijes-7161	101	20	1	1	X
aijes-7161	101	21	.	.	X
aijes-7161	101	22	e	e	X
aijes-7161	101	23	-	-	NOUN
aijes-7161	101	24	commerce	commerce	NOUN
aijes-7161	101	25	actually	actually	ADV
aijes-7161	101	26	eliminates	eliminate	VERB
aijes-7161	101	27	most	most	ADJ
aijes-7161	101	28	of	of	ADP
aijes-7161	101	29	the	the	DET
aijes-7161	101	30	barriers	barrier	NOUN
aijes-7161	101	31	to	to	ADP
aijes-7161	101	32	doing	do	VERB
aijes-7161	101	33	business	business	NOUN
aijes-7161	101	34	:	:	PUNCT
aijes-7161	101	35	physical	physical	ADJ
aijes-7161	101	36	interaction	interaction	NOUN
aijes-7161	101	37	between	between	ADP
aijes-7161	101	38	consumer	consumer	NOUN
aijes-7161	101	39	and	and	CCONJ
aijes-7161	101	40	seller	seller	NOUN
aijes-7161	101	41	is	be	AUX
aijes-7161	101	42	replaced	replace	VERB
aijes-7161	101	43	by	by	ADP
aijes-7161	101	44	digital	digital	ADJ
aijes-7161	101	45	communication	communication	NOUN
aijes-7161	101	46	(	(	PUNCT
aijes-7161	101	47	which	which	PRON
aijes-7161	101	48	is	be	AUX
aijes-7161	101	49	faster	fast	ADJ
aijes-7161	101	50	and	and	CCONJ
aijes-7161	101	51	more	more	ADV
aijes-7161	101	52	affordable	affordable	ADJ
aijes-7161	101	53	)	)	PUNCT
aijes-7161	101	54	,	,	PUNCT
aijes-7161	101	55	and	and	CCONJ
aijes-7161	101	56	it	it	PRON
aijes-7161	101	57	is	be	AUX
aijes-7161	101	58	easier	easy	ADJ
aijes-7161	101	59	to	to	PART
aijes-7161	101	60	expand	expand	VERB
aijes-7161	101	61	the	the	DET
aijes-7161	101	62	market	market	NOUN
aijes-7161	101	63	it	it	PRON
aijes-7161	101	64	becomes	become	VERB
aijes-7161	101	65	possible	possible	ADJ
aijes-7161	101	66	to	to	PART
aijes-7161	101	67	compete	compete	VERB
aijes-7161	101	68	not	not	PART
aijes-7161	101	69	only	only	ADV
aijes-7161	101	70	in	in	ADP
aijes-7161	101	71	the	the	DET
aijes-7161	101	72	national	national	ADJ
aijes-7161	101	73	but	but	CCONJ
aijes-7161	101	74	also	also	ADV
aijes-7161	101	75	in	in	ADP
aijes-7161	101	76	the	the	DET
aijes-7161	101	77	international	international	ADJ
aijes-7161	101	78	market	market	NOUN
aijes-7161	101	79	,	,	PUNCT
aijes-7161	101	80	with	with	ADP
aijes-7161	101	81	a	a	DET
aijes-7161	101	82	positive	positive	ADJ
aijes-7161	101	83	result	result	NOUN
aijes-7161	101	84	of	of	ADP
aijes-7161	101	85	diversifying	diversify	VERB
aijes-7161	101	86	the	the	DET
aijes-7161	101	87	customer	customer	NOUN
aijes-7161	101	88	base	base	NOUN
aijes-7161	101	89	.	.	PUNCT
aijes-7161	102	1	2	2	X
aijes-7161	102	2	.	.	X
aijes-7161	102	3	another	another	DET
aijes-7161	102	4	positive	positive	ADJ
aijes-7161	102	5	effect	effect	NOUN
aijes-7161	102	6	of	of	ADP
aijes-7161	102	7	e	e	NOUN
aijes-7161	102	8	-	-	NOUN
aijes-7161	102	9	commerce	commerce	NOUN
aijes-7161	102	10	is	be	AUX
aijes-7161	102	11	the	the	DET
aijes-7161	102	12	reduction	reduction	NOUN
aijes-7161	102	13	of	of	ADP
aijes-7161	102	14	transaction	transaction	NOUN
aijes-7161	102	15	costs	cost	NOUN
aijes-7161	102	16	:	:	PUNCT
aijes-7161	102	17	enterprises	enterprise	NOUN
aijes-7161	102	18	can	can	AUX
aijes-7161	102	19	increase	increase	VERB
aijes-7161	102	20	their	their	PRON
aijes-7161	102	21	profitability	profitability	NOUN
aijes-7161	102	22	by	by	ADP
aijes-7161	102	23	reducing	reduce	VERB
aijes-7161	102	24	the	the	DET
aijes-7161	102	25	cost	cost	NOUN
aijes-7161	102	26	of	of	ADP
aijes-7161	102	27	renting	renting	NOUN
aijes-7161	102	28	premises	premise	NOUN
aijes-7161	102	29	,	,	PUNCT
aijes-7161	102	30	logistics	logistic	NOUN
aijes-7161	102	31	,	,	PUNCT
aijes-7161	102	32	etc	etc	X
aijes-7161	102	33	.	.	X
aijes-7161	103	1	however	however	ADV
aijes-7161	103	2	,	,	PUNCT
aijes-7161	103	3	of	of	ADP
aijes-7161	103	4	course	course	NOUN
aijes-7161	103	5	,	,	PUNCT
aijes-7161	103	6	there	there	PRON
aijes-7161	103	7	is	be	VERB
aijes-7161	103	8	also	also	ADV
aijes-7161	103	9	the	the	DET
aijes-7161	103	10	possibility	possibility	NOUN
aijes-7161	103	11	that	that	SCONJ
aijes-7161	103	12	costs	cost	NOUN
aijes-7161	103	13	will	will	AUX
aijes-7161	103	14	be	be	AUX
aijes-7161	103	15	incurred	incur	VERB
aijes-7161	103	16	for	for	ADP
aijes-7161	103	17	maintaining	maintain	VERB
aijes-7161	103	18	a	a	DET
aijes-7161	103	19	website	website	NOUN
aijes-7161	103	20	,	,	PUNCT
aijes-7161	103	21	crm	crm	NOUN
aijes-7161	103	22	systems	system	NOUN
aijes-7161	103	23	to	to	PART
aijes-7161	103	24	automate	automate	VERB
aijes-7161	103	25	customer	customer	NOUN
aijes-7161	103	26	interaction	interaction	NOUN
aijes-7161	103	27	,	,	PUNCT
aijes-7161	103	28	and	and	CCONJ
aijes-7161	103	29	the	the	DET
aijes-7161	103	30	development	development	NOUN
aijes-7161	103	31	of	of	ADP
aijes-7161	103	32	digital	digital	ADJ
aijes-7161	103	33	marketing	marketing	NOUN
aijes-7161	103	34	campaigns	campaign	NOUN
aijes-7161	103	35	.	.	PUNCT
aijes-7161	104	1	the	the	DET
aijes-7161	104	2	impact	impact	NOUN
aijes-7161	104	3	of	of	ADP
aijes-7161	104	4	internet	internet	NOUN
aijes-7161	104	5	access	access	NOUN
aijes-7161	104	6	at	at	ADP
aijes-7161	104	7	the	the	DET
aijes-7161	104	8	enterprise	enterprise	NOUN
aijes-7161	104	9	and	and	CCONJ
aijes-7161	104	10	the	the	DET
aijes-7161	104	11	number	number	NOUN
aijes-7161	104	12	of	of	ADP
aijes-7161	104	13	employees	employee	NOUN
aijes-7161	104	14	involved	involve	VERB
aijes-7161	104	15	in	in	ADP
aijes-7161	104	16	r&d	r&d	NOUN
aijes-7161	104	17	is	be	AUX
aijes-7161	104	18	also	also	ADV
aijes-7161	104	19	statistically	statistically	ADV
aijes-7161	104	20	significant	significant	ADJ
aijes-7161	104	21	.	.	PUNCT
aijes-7161	105	1	however	however	ADV
aijes-7161	105	2	,	,	PUNCT
aijes-7161	105	3	it	it	PRON
aijes-7161	105	4	should	should	AUX
aijes-7161	105	5	be	be	AUX
aijes-7161	105	6	noted	note	VERB
aijes-7161	105	7	that	that	SCONJ
aijes-7161	105	8	the	the	DET
aijes-7161	105	9	effectiveness	effectiveness	NOUN
aijes-7161	105	10	of	of	ADP
aijes-7161	105	11	these	these	DET
aijes-7161	105	12	two	two	NUM
aijes-7161	105	13	factors	factor	NOUN
aijes-7161	105	14	is	be	AUX
aijes-7161	105	15	difficult	difficult	ADJ
aijes-7161	105	16	to	to	PART
aijes-7161	105	17	assess	assess	VERB
aijes-7161	105	18	in	in	ADP
aijes-7161	105	19	the	the	DET
aijes-7161	105	20	short	short	ADJ
aijes-7161	105	21	term	term	NOUN
aijes-7161	105	22	(	(	PUNCT
aijes-7161	105	23	which	which	PRON
aijes-7161	105	24	is	be	AUX
aijes-7161	105	25	why	why	SCONJ
aijes-7161	105	26	their	their	PRON
aijes-7161	105	27	impact	impact	NOUN
aijes-7161	105	28	is	be	AUX
aijes-7161	105	29	negative	negative	ADJ
aijes-7161	105	30	in	in	ADP
aijes-7161	105	31	the	the	DET
aijes-7161	105	32	current	current	ADJ
aijes-7161	105	33	situation	situation	NOUN
aijes-7161	105	34	,	,	PUNCT
aijes-7161	105	35	see	see	VERB
aijes-7161	105	36	table	table	NOUN
aijes-7161	105	37	3	3	NUM
aijes-7161	105	38	)	)	PUNCT
aijes-7161	105	39	.	.	PUNCT
aijes-7161	106	1	for	for	ADP
aijes-7161	106	2	example	example	NOUN
aijes-7161	106	3	,	,	PUNCT
aijes-7161	106	4	the	the	DET
aijes-7161	106	5	effect	effect	NOUN
aijes-7161	106	6	of	of	ADP
aijes-7161	106	7	r&d	r&d	NOUN
aijes-7161	106	8	can	can	AUX
aijes-7161	106	9	be	be	AUX
aijes-7161	106	10	traced	trace	VERB
aijes-7161	106	11	conditionally	conditionally	ADV
aijes-7161	106	12	in	in	ADP
aijes-7161	106	13	5	5	NUM
aijes-7161	106	14	-	-	SYM
aijes-7161	106	15	10	10	NUM
aijes-7161	106	16	years	year	NOUN
aijes-7161	106	17	,	,	PUNCT
aijes-7161	106	18	and	and	CCONJ
aijes-7161	106	19	the	the	DET
aijes-7161	106	20	effect	effect	NOUN
aijes-7161	106	21	of	of	ADP
aijes-7161	106	22	using	use	VERB
aijes-7161	106	23	the	the	DET
aijes-7161	106	24	internet	internet	NOUN
aijes-7161	106	25	connection	connection	NOUN
aijes-7161	106	26	is	be	AUX
aijes-7161	106	27	also	also	ADV
aijes-7161	106	28	not	not	PART
aijes-7161	106	29	immediately	immediately	ADV
aijes-7161	106	30	noticeable	noticeable	ADJ
aijes-7161	106	31	(	(	PUNCT
aijes-7161	106	32	or	or	CCONJ
aijes-7161	106	33	its	its	PRON
aijes-7161	106	34	significance	significance	NOUN
aijes-7161	106	35	is	be	AUX
aijes-7161	106	36	not	not	PART
aijes-7161	106	37	so	so	ADV
aijes-7161	106	38	great	great	ADJ
aijes-7161	106	39	)	)	PUNCT
aijes-7161	106	40	.	.	PUNCT
aijes-7161	107	1	in	in	ADP
aijes-7161	107	2	order	order	NOUN
aijes-7161	107	3	to	to	PART
aijes-7161	107	4	comprehensively	comprehensively	ADV
aijes-7161	107	5	assess	assess	VERB
aijes-7161	107	6	the	the	DET
aijes-7161	107	7	level	level	NOUN
aijes-7161	107	8	of	of	ADP
aijes-7161	107	9	digital	digital	ADJ
aijes-7161	107	10	transformation	transformation	NOUN
aijes-7161	107	11	of	of	ADP
aijes-7161	107	12	ukraine	ukraine	NOUN
aijes-7161	107	13	's	's	PART
aijes-7161	107	14	entrepreneurial	entrepreneurial	ADJ
aijes-7161	107	15	sector	sector	NOUN
aijes-7161	107	16	,	,	PUNCT
aijes-7161	107	17	we	we	PRON
aijes-7161	107	18	propose	propose	VERB
aijes-7161	107	19	to	to	PART
aijes-7161	107	20	consider	consider	VERB
aijes-7161	107	21	the	the	DET
aijes-7161	107	22	developed	develop	VERB
aijes-7161	107	23	digital	digital	ADJ
aijes-7161	107	24	penetration	penetration	NOUN
aijes-7161	107	25	index	index	NOUN
aijes-7161	107	26	(	(	PUNCT
aijes-7161	107	27	table	table	NOUN
aijes-7161	107	28	4	4	NUM
aijes-7161	107	29	)	)	PUNCT
aijes-7161	107	30	.	.	PUNCT
aijes-7161	108	1	table	table	NOUN
aijes-7161	108	2	4	4	NUM
aijes-7161	108	3	.	.	PUNCT
aijes-7161	108	4	input	input	NOUN
aijes-7161	108	5	data	datum	NOUN
aijes-7161	108	6	for	for	ADP
aijes-7161	108	7	the	the	DET
aijes-7161	108	8	calculation	calculation	NOUN
aijes-7161	108	9	of	of	ADP
aijes-7161	108	10	the	the	DET
aijes-7161	108	11	digital	digital	ADJ
aijes-7161	108	12	penetration	penetration	NOUN
aijes-7161	108	13	index	index	NOUN
aijes-7161	108	14	in	in	ADP
aijes-7161	108	15	the	the	DET
aijes-7161	108	16	entrepreneurial	entrepreneurial	ADJ
aijes-7161	108	17	sector	sector	NOUN
aijes-7161	108	18	of	of	ADP
aijes-7161	108	19	ukraine	ukraine	PROPN
aijes-7161	108	20	№	№	PUNCT
aijes-7161	108	21	indicator	indicator	NOUN
aijes-7161	108	22	threshold	threshold	NOUN
aijes-7161	108	23	value	value	NOUN
aijes-7161	108	24	2022	2022	NUM
aijes-7161	108	25	1	1	NUM
aijes-7161	108	26	share	share	NOUN
aijes-7161	108	27	of	of	ADP
aijes-7161	108	28	enterprises	enterprise	NOUN
aijes-7161	108	29	engaged	engage	VERB
aijes-7161	108	30	in	in	ADP
aijes-7161	108	31	e	e	NOUN
aijes-7161	108	32	-	-	NOUN
aijes-7161	108	33	commerce	commerce	NOUN
aijes-7161	108	34	in	in	ADP
aijes-7161	108	35	the	the	DET
aijes-7161	108	36	total	total	ADJ
aijes-7161	108	37	number	number	NOUN
aijes-7161	108	38	of	of	ADP
aijes-7161	108	39	enterprises	enterprise	NOUN
aijes-7161	108	40	,	,	PUNCT
aijes-7161	108	41	%	%	INTJ
aijes-7161	108	42	.	.	PUNCT
aijes-7161	109	1	≥	≥	NOUN
aijes-7161	109	2	22	22	NUM
aijes-7161	109	3	6.1	6.1	NUM
aijes-7161	109	4	2	2	NUM
aijes-7161	109	5	share	share	NOUN
aijes-7161	109	6	of	of	ADP
aijes-7161	109	7	the	the	DET
aijes-7161	109	8	number	number	NOUN
aijes-7161	109	9	of	of	ADP
aijes-7161	109	10	enterprises	enterprise	NOUN
aijes-7161	109	11	using	use	VERB
aijes-7161	109	12	fixed	fix	VERB
aijes-7161	109	13	internet	internet	NOUN
aijes-7161	109	14	access	access	NOUN
aijes-7161	109	15	in	in	ADP
aijes-7161	109	16	the	the	DET
aijes-7161	109	17	total	total	ADJ
aijes-7161	109	18	number	number	NOUN
aijes-7161	109	19	of	of	ADP
aijes-7161	109	20	enterprises	enterprise	NOUN
aijes-7161	109	21	,	,	PUNCT
aijes-7161	109	22	%	%	INTJ
aijes-7161	109	23	.	.	PUNCT
aijes-7161	110	1	≥	≥	NOUN
aijes-7161	110	2	90	90	NUM
aijes-7161	110	3	61.8	61.8	NUM
aijes-7161	110	4	3	3	NUM
aijes-7161	110	5	share	share	NOUN
aijes-7161	110	6	of	of	ADP
aijes-7161	110	7	the	the	DET
aijes-7161	110	8	number	number	NOUN
aijes-7161	110	9	of	of	ADP
aijes-7161	110	10	enterprises	enterprise	NOUN
aijes-7161	110	11	applying	apply	VERB
aijes-7161	110	12	ict	ict	NOUN
aijes-7161	110	13	security	security	NOUN
aijes-7161	110	14	measures	measure	NOUN
aijes-7161	110	15	in	in	ADP
aijes-7161	110	16	the	the	DET
aijes-7161	110	17	enterprise	enterprise	NOUN
aijes-7161	110	18	's	's	PART
aijes-7161	110	19	information	information	NOUN
aijes-7161	110	20	and	and	CCONJ
aijes-7161	110	21	communication	communication	NOUN
aijes-7161	110	22	systems	system	NOUN
aijes-7161	110	23	in	in	ADP
aijes-7161	110	24	the	the	DET
aijes-7161	110	25	total	total	ADJ
aijes-7161	110	26	number	number	NOUN
aijes-7161	110	27	of	of	ADP
aijes-7161	110	28	enterprises	enterprise	NOUN
aijes-7161	110	29	,	,	PUNCT
aijes-7161	110	30	%	%	INTJ
aijes-7161	110	31	.	.	PUNCT
aijes-7161	111	1	≥	≥	NOUN
aijes-7161	111	2	90	90	NUM
aijes-7161	111	3	73.2	73.2	NUM
aijes-7161	111	4	*	*	SYM
aijes-7161	111	5	4	4	NUM
aijes-7161	111	6	share	share	NOUN
aijes-7161	111	7	of	of	ADP
aijes-7161	111	8	enterprises	enterprise	NOUN
aijes-7161	111	9	purchasing	purchase	VERB
aijes-7161	111	10	cloud	cloud	NOUN
aijes-7161	111	11	computing	computing	NOUN
aijes-7161	111	12	services	service	NOUN
aijes-7161	111	13	in	in	ADP
aijes-7161	111	14	the	the	DET
aijes-7161	111	15	total	total	ADJ
aijes-7161	111	16	number	number	NOUN
aijes-7161	111	17	of	of	ADP
aijes-7161	111	18	enterprises	enterprise	NOUN
aijes-7161	111	19	,	,	PUNCT
aijes-7161	111	20	%	%	INTJ
aijes-7161	111	21	.	.	PUNCT
aijes-7161	112	1	≥	≥	NOUN
aijes-7161	112	2	40	40	NUM
aijes-7161	112	3	9,8	9,8	NUM
aijes-7161	112	4	5	5	NUM
aijes-7161	112	5	exports	export	NOUN
aijes-7161	112	6	of	of	ADP
aijes-7161	112	7	ict	ict	PROPN
aijes-7161	112	8	services	service	NOUN
aijes-7161	112	9	,	,	PUNCT
aijes-7161	112	10	usd	usd	PROPN
aijes-7161	112	11	billion	billion	NUM
aijes-7161	112	12	≥	≥	NOUN
aijes-7161	112	13	6.5	6.5	NUM
aijes-7161	112	14	7.52	7.52	NUM
aijes-7161	112	15	alyona	alyona	PROPN
aijes-7161	112	16	sorokina	sorokina	NOUN
aijes-7161	112	17	,	,	PUNCT
aijes-7161	112	18	larysa	larysa	PROPN
aijes-7161	112	19	lebedeva	lebedeva	PROPN
aijes-7161	112	20	309	309	NUM
aijes-7161	112	21	6	6	NUM
aijes-7161	112	22	share	share	NOUN
aijes-7161	112	23	of	of	ADP
aijes-7161	112	24	the	the	DET
aijes-7161	112	25	number	number	NOUN
aijes-7161	112	26	of	of	ADP
aijes-7161	112	27	enterprises	enterprise	NOUN
aijes-7161	112	28	that	that	PRON
aijes-7161	112	29	faced	face	VERB
aijes-7161	112	30	problems	problem	NOUN
aijes-7161	112	31	due	due	ADJ
aijes-7161	112	32	to	to	ADP
aijes-7161	112	33	ict	ict	PROPN
aijes-7161	112	34	security	security	NOUN
aijes-7161	112	35	incidents	incident	NOUN
aijes-7161	112	36	in	in	ADP
aijes-7161	112	37	the	the	DET
aijes-7161	112	38	total	total	ADJ
aijes-7161	112	39	number	number	NOUN
aijes-7161	112	40	of	of	ADP
aijes-7161	112	41	enterprises	enterprise	NOUN
aijes-7161	112	42	,	,	PUNCT
aijes-7161	112	43	%	%	INTJ
aijes-7161	112	44	.	.	PUNCT
aijes-7161	113	1	≥	≥	NOUN
aijes-7161	113	2	15	15	NUM
aijes-7161	113	3	24.7	24.7	NUM
aijes-7161	113	4	7	7	NUM
aijes-7161	113	5	share	share	NOUN
aijes-7161	113	6	of	of	ADP
aijes-7161	113	7	the	the	DET
aijes-7161	113	8	employed	employ	VERB
aijes-7161	113	9	population	population	NOUN
aijes-7161	113	10	in	in	ADP
aijes-7161	113	11	the	the	DET
aijes-7161	113	12	ict	ict	NOUN
aijes-7161	113	13	sector	sector	NOUN
aijes-7161	113	14	in	in	ADP
aijes-7161	113	15	the	the	DET
aijes-7161	113	16	total	total	ADJ
aijes-7161	113	17	number	number	NOUN
aijes-7161	113	18	of	of	ADP
aijes-7161	113	19	employed	employ	VERB
aijes-7161	113	20	people	people	NOUN
aijes-7161	113	21	,	,	PUNCT
aijes-7161	113	22	%	%	INTJ
aijes-7161	113	23	≥	≥	NOUN
aijes-7161	113	24	4	4	NUM
aijes-7161	113	25	1.9	1.9	NUM
aijes-7161	113	26	*	*	PUNCT
aijes-7161	113	27	*	*	SYM
aijes-7161	113	28	8	8	NUM
aijes-7161	113	29	share	share	NOUN
aijes-7161	113	30	of	of	ADP
aijes-7161	113	31	the	the	DET
aijes-7161	113	32	number	number	NOUN
aijes-7161	113	33	of	of	ADP
aijes-7161	113	34	enterprises	enterprise	NOUN
aijes-7161	113	35	using	use	VERB
aijes-7161	113	36	artificial	artificial	ADJ
aijes-7161	113	37	intelligence	intelligence	NOUN
aijes-7161	113	38	technologies	technology	NOUN
aijes-7161	113	39	in	in	ADP
aijes-7161	113	40	the	the	DET
aijes-7161	113	41	total	total	ADJ
aijes-7161	113	42	number	number	NOUN
aijes-7161	113	43	of	of	ADP
aijes-7161	113	44	enterprises	enterprise	NOUN
aijes-7161	113	45	,	,	PUNCT
aijes-7161	113	46	%	%	INTJ
aijes-7161	113	47	.	.	PUNCT
aijes-7161	114	1	≥	≥	NOUN
aijes-7161	114	2	6	6	NUM
aijes-7161	114	3	5.4	5.4	NUM
aijes-7161	114	4	9	9	NUM
aijes-7161	114	5	global	global	ADJ
aijes-7161	114	6	innovation	innovation	NOUN
aijes-7161	114	7	index	index	NOUN
aijes-7161	114	8	≥	≥	NUM
aijes-7161	114	9	30	30	NUM
aijes-7161	114	10	32,3	32,3	NUM
aijes-7161	114	11	10	10	NUM
aijes-7161	114	12	frontier	frontier	NOUN
aijes-7161	114	13	technology	technology	NOUN
aijes-7161	114	14	readiness	readiness	NOUN
aijes-7161	114	15	index	index	NOUN
aijes-7161	114	16	≥	≥	NUM
aijes-7161	114	17	0.61	0.61	NUM
aijes-7161	114	18	0.59	0.59	NUM
aijes-7161	114	19	source	source	NOUN
aijes-7161	114	20	:	:	PUNCT
aijes-7161	114	21	website	website	NOUN
aijes-7161	114	22	of	of	ADP
aijes-7161	114	23	the	the	DET
aijes-7161	114	24	state	state	NOUN
aijes-7161	114	25	statistics	statistic	NOUN
aijes-7161	114	26	service	service	NOUN
aijes-7161	114	27	of	of	ADP
aijes-7161	114	28	ukraine	ukraine	NOUN
aijes-7161	114	29	,	,	PUNCT
aijes-7161	114	30	global	global	ADJ
aijes-7161	114	31	innovation	innovation	NOUN
aijes-7161	114	32	index	index	NOUN
aijes-7161	114	33	(	(	PUNCT
aijes-7161	114	34	gii	gii	PROPN
aijes-7161	114	35	)	)	PUNCT
aijes-7161	114	36	,	,	PUNCT
aijes-7161	114	37	frontier	frontier	NOUN
aijes-7161	114	38	technology	technology	NOUN
aijes-7161	114	39	readiness	readiness	NOUN
aijes-7161	114	40	index	index	NOUN
aijes-7161	114	41	*	*	PUNCT
aijes-7161	114	42	—	—	PUNCT
aijes-7161	114	43	statistical	statistical	ADJ
aijes-7161	114	44	data	datum	NOUN
aijes-7161	114	45	for	for	ADP
aijes-7161	114	46	2023	2023	NUM
aijes-7161	114	47	;	;	PUNCT
aijes-7161	115	1	*	*	PUNCT
aijes-7161	115	2	*	*	PUNCT
aijes-7161	115	3	—	—	PUNCT
aijes-7161	115	4	statistical	statistical	ADJ
aijes-7161	115	5	data	datum	NOUN
aijes-7161	115	6	for	for	ADP
aijes-7161	115	7	2021	2021	NUM
aijes-7161	115	8	;	;	PUNCT
aijes-7161	115	9	after	after	ADP
aijes-7161	115	10	analyzing	analyze	VERB
aijes-7161	115	11	the	the	DET
aijes-7161	115	12	available	available	ADJ
aijes-7161	115	13	statistics	statistic	NOUN
aijes-7161	115	14	,	,	PUNCT
aijes-7161	115	15	we	we	PRON
aijes-7161	115	16	can	can	AUX
aijes-7161	115	17	calculate	calculate	VERB
aijes-7161	115	18	the	the	DET
aijes-7161	115	19	level	level	NOUN
aijes-7161	115	20	of	of	ADP
aijes-7161	115	21	digital	digital	ADJ
aijes-7161	115	22	penetration	penetration	NOUN
aijes-7161	115	23	in	in	ADP
aijes-7161	115	24	ukraine	ukraine	NOUN
aijes-7161	115	25	's	's	PART
aijes-7161	115	26	entrepreneurial	entrepreneurial	ADJ
aijes-7161	115	27	sector	sector	NOUN
aijes-7161	115	28	using	use	VERB
aijes-7161	115	29	the	the	DET
aijes-7161	115	30	following	follow	VERB
aijes-7161	115	31	formula	formula	NOUN
aijes-7161	115	32	:	:	PUNCT
aijes-7161	116	1	𝐼𝑚	𝐼𝑚	NOUN
aijes-7161	116	2	=	=	PUNCT
aijes-7161	116	3	σ𝑁	σ𝑁	NOUN
aijes-7161	116	4	=	=	SYM
aijes-7161	116	5	1	1	NUM
aijes-7161	116	6	σ𝑁𝑥	σ𝑁𝑥	NOUN
aijes-7161	116	7	×	×	PROPN
aijes-7161	116	8	100	100	NUM
aijes-7161	116	9	%	%	NOUN
aijes-7161	116	10	thus	thus	ADV
aijes-7161	116	11	,	,	PUNCT
aijes-7161	116	12	the	the	DET
aijes-7161	116	13	calculation	calculation	NOUN
aijes-7161	116	14	is	be	AUX
aijes-7161	116	15	as	as	SCONJ
aijes-7161	116	16	follows	follow	VERB
aijes-7161	116	17	:	:	PUNCT
aijes-7161	116	18	𝐼1	𝐼1	NOUN
aijes-7161	116	19	=	=	SYM
aijes-7161	116	20	3	3	NUM
aijes-7161	116	21	10	10	NUM
aijes-7161	116	22	×	×	NOUN
aijes-7161	116	23	100	100	NUM
aijes-7161	116	24	%	%	NOUN
aijes-7161	116	25	=	=	SYM
aijes-7161	116	26	30	30	NUM
aijes-7161	116	27	%	%	NOUN
aijes-7161	116	28	the	the	DET
aijes-7161	116	29	level	level	NOUN
aijes-7161	116	30	of	of	ADP
aijes-7161	116	31	digital	digital	ADJ
aijes-7161	116	32	technology	technology	NOUN
aijes-7161	116	33	penetration	penetration	NOUN
aijes-7161	116	34	in	in	ADP
aijes-7161	116	35	ukraine	ukraine	NOUN
aijes-7161	116	36	's	's	PART
aijes-7161	116	37	business	business	NOUN
aijes-7161	116	38	sector	sector	NOUN
aijes-7161	116	39	is	be	AUX
aijes-7161	116	40	30	30	NUM
aijes-7161	116	41	%	%	NOUN
aijes-7161	116	42	.	.	PUNCT
aijes-7161	117	1	according	accord	VERB
aijes-7161	117	2	to	to	ADP
aijes-7161	117	3	the	the	DET
aijes-7161	117	4	proposed	propose	VERB
aijes-7161	117	5	assessment	assessment	NOUN
aijes-7161	117	6	scale	scale	NOUN
aijes-7161	117	7	(	(	PUNCT
aijes-7161	117	8	table	table	NOUN
aijes-7161	117	9	5	5	NUM
aijes-7161	117	10	)	)	PUNCT
aijes-7161	117	11	,	,	PUNCT
aijes-7161	117	12	this	this	DET
aijes-7161	117	13	level	level	NOUN
aijes-7161	117	14	is	be	AUX
aijes-7161	117	15	low	low	ADJ
aijes-7161	117	16	,	,	PUNCT
aijes-7161	117	17	which	which	PRON
aijes-7161	117	18	means	mean	VERB
aijes-7161	117	19	minimal	minimal	ADJ
aijes-7161	117	20	adoption	adoption	NOUN
aijes-7161	117	21	of	of	ADP
aijes-7161	117	22	digital	digital	ADJ
aijes-7161	117	23	technologies	technology	NOUN
aijes-7161	117	24	.	.	PUNCT
aijes-7161	118	1	business	business	NOUN
aijes-7161	118	2	processes	process	NOUN
aijes-7161	118	3	are	be	AUX
aijes-7161	118	4	mostly	mostly	ADV
aijes-7161	118	5	performed	perform	VERB
aijes-7161	118	6	manually	manually	ADV
aijes-7161	118	7	,	,	PUNCT
aijes-7161	118	8	but	but	CCONJ
aijes-7161	118	9	there	there	PRON
aijes-7161	118	10	is	be	VERB
aijes-7161	118	11	a	a	DET
aijes-7161	118	12	small	small	ADJ
aijes-7161	118	13	percentage	percentage	NOUN
aijes-7161	118	14	of	of	ADP
aijes-7161	118	15	automation	automation	NOUN
aijes-7161	118	16	.	.	PUNCT
aijes-7161	119	1	the	the	DET
aijes-7161	119	2	level	level	NOUN
aijes-7161	119	3	of	of	ADP
aijes-7161	119	4	digital	digital	ADJ
aijes-7161	119	5	skills	skill	NOUN
aijes-7161	119	6	of	of	ADP
aijes-7161	119	7	employees	employee	NOUN
aijes-7161	119	8	is	be	AUX
aijes-7161	119	9	also	also	ADV
aijes-7161	119	10	low	low	ADJ
aijes-7161	119	11	and	and	CCONJ
aijes-7161	119	12	needs	need	VERB
aijes-7161	119	13	to	to	PART
aijes-7161	119	14	be	be	AUX
aijes-7161	119	15	significantly	significantly	ADV
aijes-7161	119	16	improved	improve	VERB
aijes-7161	119	17	.	.	PUNCT
aijes-7161	120	1	table	table	NOUN
aijes-7161	120	2	5	5	NUM
aijes-7161	120	3	digital	digital	ADJ
aijes-7161	120	4	penetration	penetration	NOUN
aijes-7161	120	5	scale	scale	NOUN
aijes-7161	120	6	penetration	penetration	NOUN
aijes-7161	120	7	level	level	NOUN
aijes-7161	120	8	meaning	mean	VERB
aijes-7161	120	9	100	100	NUM
aijes-7161	120	10	-	-	SYM
aijes-7161	120	11	80	80	NUM
aijes-7161	120	12	%	%	NOUN
aijes-7161	120	13	high	high	ADJ
aijes-7161	120	14	business	business	NOUN
aijes-7161	120	15	operations	operation	NOUN
aijes-7161	120	16	are	be	AUX
aijes-7161	120	17	fully	fully	ADV
aijes-7161	120	18	dependent	dependent	ADJ
aijes-7161	120	19	on	on	ADP
aijes-7161	120	20	digital	digital	ADJ
aijes-7161	120	21	technologies	technology	NOUN
aijes-7161	120	22	.	.	PUNCT
aijes-7161	121	1	business	business	NOUN
aijes-7161	121	2	processes	process	NOUN
aijes-7161	121	3	are	be	AUX
aijes-7161	121	4	automated	automate	VERB
aijes-7161	121	5	,	,	PUNCT
aijes-7161	121	6	artificial	artificial	ADJ
aijes-7161	121	7	intelligence	intelligence	NOUN
aijes-7161	121	8	,	,	PUNCT
aijes-7161	121	9	cloud	cloud	NOUN
aijes-7161	121	10	computing	computing	NOUN
aijes-7161	121	11	,	,	PUNCT
aijes-7161	121	12	and	and	CCONJ
aijes-7161	121	13	iot	iot	NOUN
aijes-7161	121	14	are	be	AUX
aijes-7161	121	15	used	use	VERB
aijes-7161	121	16	.	.	PUNCT
aijes-7161	122	1	employees	employee	NOUN
aijes-7161	122	2	'	'	PART
aijes-7161	122	3	digital	digital	ADJ
aijes-7161	122	4	skills	skill	NOUN
aijes-7161	122	5	are	be	AUX
aijes-7161	122	6	at	at	ADP
aijes-7161	122	7	a	a	DET
aijes-7161	122	8	high	high	ADJ
aijes-7161	122	9	level	level	NOUN
aijes-7161	122	10	.	.	PUNCT
aijes-7161	123	1	80	80	NUM
aijes-7161	123	2	-	-	SYM
aijes-7161	123	3	60	60	NUM
aijes-7161	123	4	%	%	NOUN
aijes-7161	123	5	sufficient	sufficient	ADJ
aijes-7161	123	6	digital	digital	ADJ
aijes-7161	123	7	technologies	technology	NOUN
aijes-7161	123	8	are	be	AUX
aijes-7161	123	9	actively	actively	ADV
aijes-7161	123	10	used	use	VERB
aijes-7161	123	11	in	in	ADP
aijes-7161	123	12	operations	operation	NOUN
aijes-7161	123	13	,	,	PUNCT
aijes-7161	123	14	but	but	CCONJ
aijes-7161	123	15	not	not	PART
aijes-7161	123	16	to	to	ADP
aijes-7161	123	17	the	the	DET
aijes-7161	123	18	fullest	full	ADJ
aijes-7161	123	19	extent	extent	NOUN
aijes-7161	123	20	.	.	PUNCT
aijes-7161	124	1	thus	thus	ADV
aijes-7161	124	2	,	,	PUNCT
aijes-7161	124	3	business	business	NOUN
aijes-7161	124	4	process	process	NOUN
aijes-7161	124	5	automation	automation	NOUN
aijes-7161	124	6	is	be	AUX
aijes-7161	124	7	selective	selective	ADJ
aijes-7161	124	8	and	and	CCONJ
aijes-7161	124	9	digital	digital	ADJ
aijes-7161	124	10	tools	tool	NOUN
aijes-7161	124	11	are	be	AUX
aijes-7161	124	12	partially	partially	ADV
aijes-7161	124	13	used	use	VERB
aijes-7161	124	14	.	.	PUNCT
aijes-7161	125	1	the	the	DET
aijes-7161	125	2	level	level	NOUN
aijes-7161	125	3	of	of	ADP
aijes-7161	125	4	digital	digital	ADJ
aijes-7161	125	5	skills	skill	NOUN
aijes-7161	125	6	of	of	ADP
aijes-7161	125	7	employees	employee	NOUN
aijes-7161	125	8	is	be	AUX
aijes-7161	125	9	average	average	ADJ
aijes-7161	125	10	.	.	PUNCT
aijes-7161	126	1	60	60	NUM
aijes-7161	126	2	-	-	SYM
aijes-7161	126	3	40	40	NUM
aijes-7161	126	4	%	%	NOUN
aijes-7161	126	5	moderate	moderate	ADJ
aijes-7161	126	6	digital	digital	ADJ
aijes-7161	126	7	technologies	technology	NOUN
aijes-7161	126	8	are	be	AUX
aijes-7161	126	9	used	use	VERB
aijes-7161	126	10	only	only	ADV
aijes-7161	126	11	for	for	ADP
aijes-7161	126	12	certain	certain	ADJ
aijes-7161	126	13	business	business	NOUN
aijes-7161	126	14	processes	process	NOUN
aijes-7161	126	15	,	,	PUNCT
aijes-7161	126	16	automation	automation	NOUN
aijes-7161	126	17	is	be	AUX
aijes-7161	126	18	fragmented	fragment	VERB
aijes-7161	126	19	,	,	PUNCT
aijes-7161	126	20	with	with	ADP
aijes-7161	126	21	limited	limited	ADJ
aijes-7161	126	22	use	use	NOUN
aijes-7161	126	23	of	of	ADP
aijes-7161	126	24	digital	digital	ADJ
aijes-7161	126	25	tools	tool	NOUN
aijes-7161	126	26	.	.	PUNCT
aijes-7161	127	1	there	there	PRON
aijes-7161	127	2	is	be	VERB
aijes-7161	127	3	a	a	DET
aijes-7161	127	4	need	need	NOUN
aijes-7161	127	5	to	to	PART
aijes-7161	127	6	improve	improve	VERB
aijes-7161	127	7	the	the	DET
aijes-7161	127	8	digital	digital	ADJ
aijes-7161	127	9	skills	skill	NOUN
aijes-7161	127	10	of	of	ADP
aijes-7161	127	11	employees	employee	NOUN
aijes-7161	127	12	.	.	PUNCT
aijes-7161	128	1	the	the	DET
aijes-7161	128	2	impact	impact	NOUN
aijes-7161	128	3	of	of	ADP
aijes-7161	128	4	digital	digital	ADJ
aijes-7161	128	5	transformation	transformation	NOUN
aijes-7161	128	6	on	on	ADP
aijes-7161	128	7	enterprises	enterprise	NOUN
aijes-7161	128	8	'	'	PART
aijes-7161	128	9	resilience	resilience	NOUN
aijes-7161	128	10	:	:	PUNCT
aijes-7161	128	11	evidence	evidence	NOUN
aijes-7161	128	12	from	from	ADP
aijes-7161	128	13	ukraine	ukraine	PROPN
aijes-7161	128	14	310	310	NUM
aijes-7161	128	15	40	40	NUM
aijes-7161	128	16	-	-	SYM
aijes-7161	128	17	20	20	NUM
aijes-7161	128	18	%	%	NOUN
aijes-7161	128	19	low	low	ADJ
aijes-7161	128	20	digital	digital	ADJ
aijes-7161	128	21	technologies	technology	NOUN
aijes-7161	128	22	are	be	AUX
aijes-7161	128	23	implemented	implement	VERB
aijes-7161	128	24	at	at	ADP
aijes-7161	128	25	a	a	DET
aijes-7161	128	26	minimal	minimal	ADJ
aijes-7161	128	27	level	level	NOUN
aijes-7161	128	28	.	.	PUNCT
aijes-7161	129	1	business	business	NOUN
aijes-7161	129	2	processes	process	NOUN
aijes-7161	129	3	are	be	AUX
aijes-7161	129	4	mostly	mostly	ADV
aijes-7161	129	5	performed	perform	VERB
aijes-7161	129	6	manually	manually	ADV
aijes-7161	129	7	,	,	PUNCT
aijes-7161	129	8	but	but	CCONJ
aijes-7161	129	9	there	there	PRON
aijes-7161	129	10	is	be	VERB
aijes-7161	129	11	a	a	DET
aijes-7161	129	12	small	small	ADJ
aijes-7161	129	13	percentage	percentage	NOUN
aijes-7161	129	14	of	of	ADP
aijes-7161	129	15	automation	automation	NOUN
aijes-7161	129	16	and	and	CCONJ
aijes-7161	129	17	use	use	NOUN
aijes-7161	129	18	of	of	ADP
aijes-7161	129	19	digital	digital	ADJ
aijes-7161	129	20	tools	tool	NOUN
aijes-7161	129	21	.	.	PUNCT
aijes-7161	130	1	low	low	ADJ
aijes-7161	130	2	level	level	NOUN
aijes-7161	130	3	of	of	ADP
aijes-7161	130	4	digital	digital	ADJ
aijes-7161	130	5	skills	skill	NOUN
aijes-7161	130	6	of	of	ADP
aijes-7161	130	7	employees	employee	NOUN
aijes-7161	130	8	.	.	PUNCT
aijes-7161	131	1	20	20	NUM
aijes-7161	131	2	-	-	SYM
aijes-7161	131	3	0	0	NUM
aijes-7161	131	4	%	%	NOUN
aijes-7161	131	5	extremely	extremely	ADV
aijes-7161	131	6	low	low	ADJ
aijes-7161	131	7	digital	digital	ADJ
aijes-7161	131	8	technologies	technology	NOUN
aijes-7161	131	9	are	be	AUX
aijes-7161	131	10	hardly	hardly	ADV
aijes-7161	131	11	used	use	VERB
aijes-7161	131	12	,	,	PUNCT
aijes-7161	131	13	and	and	CCONJ
aijes-7161	131	14	enterprises	enterprise	NOUN
aijes-7161	131	15	are	be	AUX
aijes-7161	131	16	dominated	dominate	VERB
aijes-7161	131	17	by	by	ADP
aijes-7161	131	18	“	"	PUNCT
aijes-7161	131	19	traditional	traditional	ADJ
aijes-7161	131	20	”	"	PUNCT
aijes-7161	131	21	approaches	approach	NOUN
aijes-7161	131	22	to	to	ADP
aijes-7161	131	23	doing	do	VERB
aijes-7161	131	24	business	business	NOUN
aijes-7161	131	25	,	,	PUNCT
aijes-7161	131	26	without	without	ADP
aijes-7161	131	27	significant	significant	ADJ
aijes-7161	131	28	automation	automation	NOUN
aijes-7161	131	29	.	.	PUNCT
aijes-7161	132	1	the	the	DET
aijes-7161	132	2	level	level	NOUN
aijes-7161	132	3	of	of	ADP
aijes-7161	132	4	digital	digital	ADJ
aijes-7161	132	5	skills	skill	NOUN
aijes-7161	132	6	among	among	ADP
aijes-7161	132	7	employees	employee	NOUN
aijes-7161	132	8	is	be	AUX
aijes-7161	132	9	too	too	ADV
aijes-7161	132	10	low	low	ADJ
aijes-7161	132	11	.	.	PUNCT
aijes-7161	133	1	source	source	NOUN
aijes-7161	133	2	:	:	PUNCT
aijes-7161	133	3	compiled	compile	VERB
aijes-7161	133	4	by	by	ADP
aijes-7161	133	5	the	the	DET
aijes-7161	133	6	authors	author	NOUN
aijes-7161	133	7	statistical	statistical	ADJ
aijes-7161	133	8	analysis	analysis	NOUN
aijes-7161	133	9	shows	show	VERB
aijes-7161	133	10	that	that	SCONJ
aijes-7161	133	11	the	the	DET
aijes-7161	133	12	weakest	weak	ADJ
aijes-7161	133	13	points	point	NOUN
aijes-7161	133	14	of	of	ADP
aijes-7161	133	15	ukraine	ukraine	NOUN
aijes-7161	133	16	's	's	PART
aijes-7161	133	17	entrepreneurial	entrepreneurial	ADJ
aijes-7161	133	18	sector	sector	NOUN
aijes-7161	133	19	are	be	AUX
aijes-7161	133	20	indicators	indicator	NOUN
aijes-7161	133	21	related	relate	VERB
aijes-7161	133	22	to	to	ADP
aijes-7161	133	23	automation	automation	NOUN
aijes-7161	133	24	(	(	PUNCT
aijes-7161	133	25	in	in	ADP
aijes-7161	133	26	particular	particular	ADJ
aijes-7161	133	27	,	,	PUNCT
aijes-7161	133	28	the	the	DET
aijes-7161	133	29	use	use	NOUN
aijes-7161	133	30	of	of	ADP
aijes-7161	133	31	ai	ai	NOUN
aijes-7161	133	32	and	and	CCONJ
aijes-7161	133	33	cloud	cloud	NOUN
aijes-7161	133	34	computing	computing	NOUN
aijes-7161	133	35	in	in	ADP
aijes-7161	133	36	enterprises	enterprise	NOUN
aijes-7161	133	37	)	)	PUNCT
aijes-7161	133	38	.	.	PUNCT
aijes-7161	134	1	compared	compare	VERB
aijes-7161	134	2	to	to	ADP
aijes-7161	134	3	eu	eu	PROPN
aijes-7161	134	4	countries	country	NOUN
aijes-7161	134	5	,	,	PUNCT
aijes-7161	134	6	the	the	DET
aijes-7161	134	7	share	share	NOUN
aijes-7161	134	8	of	of	ADP
aijes-7161	134	9	enterprises	enterprise	NOUN
aijes-7161	134	10	using	use	VERB
aijes-7161	134	11	ai	ai	PROPN
aijes-7161	134	12	technologies	technology	NOUN
aijes-7161	134	13	in	in	ADP
aijes-7161	134	14	ukraine	ukraine	NOUN
aijes-7161	134	15	is	be	AUX
aijes-7161	134	16	not	not	PART
aijes-7161	134	17	very	very	ADV
aijes-7161	134	18	high	high	ADJ
aijes-7161	134	19	5.4	5.4	NUM
aijes-7161	134	20	%	%	NOUN
aijes-7161	134	21	(	(	PUNCT
aijes-7161	134	22	statistical	statistical	ADJ
aijes-7161	134	23	data	datum	NOUN
aijes-7161	134	24	of	of	ADP
aijes-7161	134	25	enterprises	enterprise	NOUN
aijes-7161	134	26	with	with	ADP
aijes-7161	134	27	10	10	NUM
aijes-7161	134	28	to	to	PART
aijes-7161	134	29	49	49	NUM
aijes-7161	134	30	employees	employee	NOUN
aijes-7161	134	31	)	)	PUNCT
aijes-7161	134	32	(	(	PUNCT
aijes-7161	134	33	website	website	NOUN
aijes-7161	134	34	of	of	ADP
aijes-7161	134	35	the	the	DET
aijes-7161	134	36	state	state	NOUN
aijes-7161	134	37	statistics	statistic	NOUN
aijes-7161	134	38	service	service	NOUN
aijes-7161	134	39	of	of	ADP
aijes-7161	134	40	ukraine	ukraine	NOUN
aijes-7161	134	41	,	,	PUNCT
aijes-7161	134	42	2022	2022	NUM
aijes-7161	134	43	)	)	PUNCT
aijes-7161	134	44	,	,	PUNCT
aijes-7161	134	45	while	while	SCONJ
aijes-7161	134	46	the	the	DET
aijes-7161	134	47	average	average	ADJ
aijes-7161	134	48	value	value	NOUN
aijes-7161	134	49	in	in	ADP
aijes-7161	134	50	eu	eu	PROPN
aijes-7161	134	51	countries	country	NOUN
aijes-7161	134	52	is	be	AUX
aijes-7161	134	53	6.2	6.2	NUM
aijes-7161	134	54	%	%	NOUN
aijes-7161	134	55	(	(	PUNCT
aijes-7161	134	56	eurostat	eurostat	PROPN
aijes-7161	134	57	,	,	PUNCT
aijes-7161	134	58	2022	2022	NUM
aijes-7161	134	59	)	)	PUNCT
aijes-7161	134	60	.	.	PUNCT
aijes-7161	135	1	it	it	PRON
aijes-7161	135	2	is	be	AUX
aijes-7161	135	3	also	also	ADV
aijes-7161	135	4	worth	worth	ADJ
aijes-7161	135	5	noting	note	VERB
aijes-7161	135	6	that	that	SCONJ
aijes-7161	135	7	a	a	DET
aijes-7161	135	8	characteristic	characteristic	ADJ
aijes-7161	135	9	feature	feature	NOUN
aijes-7161	135	10	of	of	ADP
aijes-7161	135	11	the	the	DET
aijes-7161	135	12	national	national	ADJ
aijes-7161	135	13	economy	economy	NOUN
aijes-7161	135	14	is	be	AUX
aijes-7161	135	15	the	the	DET
aijes-7161	135	16	invariance	invariance	NOUN
aijes-7161	135	17	of	of	ADP
aijes-7161	135	18	this	this	DET
aijes-7161	135	19	indicator	indicator	NOUN
aijes-7161	135	20	depending	depend	VERB
aijes-7161	135	21	on	on	ADP
aijes-7161	135	22	the	the	DET
aijes-7161	135	23	size	size	NOUN
aijes-7161	135	24	of	of	ADP
aijes-7161	135	25	the	the	DET
aijes-7161	135	26	enterprise	enterprise	NOUN
aijes-7161	135	27	:	:	PUNCT
aijes-7161	135	28	the	the	DET
aijes-7161	135	29	share	share	NOUN
aijes-7161	135	30	of	of	ADP
aijes-7161	135	31	large	large	ADJ
aijes-7161	135	32	enterprises	enterprise	NOUN
aijes-7161	135	33	using	use	VERB
aijes-7161	135	34	ai	ai	PROPN
aijes-7161	135	35	technologies	technology	NOUN
aijes-7161	135	36	in	in	ADP
aijes-7161	135	37	ukraine	ukraine	PROPN
aijes-7161	135	38	is	be	AUX
aijes-7161	135	39	5.2	5.2	NUM
aijes-7161	135	40	%	%	NOUN
aijes-7161	135	41	(	(	PUNCT
aijes-7161	135	42	which	which	PRON
aijes-7161	135	43	is	be	AUX
aijes-7161	135	44	0.2	0.2	NUM
aijes-7161	135	45	%	%	NOUN
aijes-7161	135	46	less	less	ADJ
aijes-7161	135	47	than	than	ADP
aijes-7161	135	48	the	the	DET
aijes-7161	135	49	same	same	ADJ
aijes-7161	135	50	share	share	NOUN
aijes-7161	135	51	in	in	ADP
aijes-7161	135	52	the	the	DET
aijes-7161	135	53	context	context	NOUN
aijes-7161	135	54	of	of	ADP
aijes-7161	135	55	small	small	ADJ
aijes-7161	135	56	enterprises	enterprise	NOUN
aijes-7161	135	57	)	)	PUNCT
aijes-7161	135	58	.	.	PUNCT
aijes-7161	136	1	on	on	ADP
aijes-7161	136	2	the	the	DET
aijes-7161	136	3	contrary	contrary	NOUN
aijes-7161	136	4	,	,	PUNCT
aijes-7161	136	5	compared	compare	VERB
aijes-7161	136	6	to	to	ADP
aijes-7161	136	7	small	small	ADJ
aijes-7161	136	8	enterprises	enterprise	NOUN
aijes-7161	136	9	,	,	PUNCT
aijes-7161	136	10	large	large	ADJ
aijes-7161	136	11	enterprises	enterprise	NOUN
aijes-7161	136	12	in	in	ADP
aijes-7161	136	13	the	the	DET
aijes-7161	136	14	eu	eu	PROPN
aijes-7161	136	15	use	use	NOUN
aijes-7161	136	16	ai	ai	VERB
aijes-7161	136	17	technologies	technology	NOUN
aijes-7161	136	18	more	more	ADV
aijes-7161	136	19	often	often	ADV
aijes-7161	136	20	14.5	14.5	NUM
aijes-7161	136	21	%	%	NOUN
aijes-7161	136	22	(	(	PUNCT
aijes-7161	136	23	eurostat	eurostat	PROPN
aijes-7161	136	24	,	,	PUNCT
aijes-7161	136	25	2022	2022	NUM
aijes-7161	136	26	)	)	PUNCT
aijes-7161	136	27	across	across	ADP
aijes-7161	136	28	the	the	DET
aijes-7161	136	29	eu	eu	PROPN
aijes-7161	136	30	.	.	PUNCT
aijes-7161	137	1	obviously	obviously	ADV
aijes-7161	137	2	,	,	PUNCT
aijes-7161	137	3	the	the	DET
aijes-7161	137	4	conditions	condition	NOUN
aijes-7161	137	5	of	of	ADP
aijes-7161	137	6	a	a	DET
aijes-7161	137	7	full	full	ADJ
aijes-7161	137	8	-	-	PUNCT
aijes-7161	137	9	scale	scale	NOUN
aijes-7161	137	10	war	war	NOUN
aijes-7161	137	11	somewhat	somewhat	ADV
aijes-7161	137	12	limit	limit	VERB
aijes-7161	137	13	the	the	DET
aijes-7161	137	14	introduction	introduction	NOUN
aijes-7161	137	15	of	of	ADP
aijes-7161	137	16	innovative	innovative	ADJ
aijes-7161	137	17	technologies	technology	NOUN
aijes-7161	137	18	in	in	ADP
aijes-7161	137	19	enterprises	enterprise	NOUN
aijes-7161	137	20	,	,	PUNCT
aijes-7161	137	21	but	but	CCONJ
aijes-7161	137	22	as	as	ADP
aijes-7161	137	23	a	a	DET
aijes-7161	137	24	rule	rule	NOUN
aijes-7161	137	25	,	,	PUNCT
aijes-7161	137	26	large	large	ADJ
aijes-7161	137	27	enterprises	enterprise	NOUN
aijes-7161	137	28	are	be	AUX
aijes-7161	137	29	more	more	ADV
aijes-7161	137	30	resilient	resilient	ADJ
aijes-7161	137	31	and	and	CCONJ
aijes-7161	137	32	adaptive	adaptive	ADJ
aijes-7161	137	33	to	to	ADP
aijes-7161	137	34	shocks	shock	NOUN
aijes-7161	137	35	,	,	PUNCT
aijes-7161	137	36	so	so	SCONJ
aijes-7161	137	37	it	it	PRON
aijes-7161	137	38	is	be	AUX
aijes-7161	137	39	surprising	surprising	ADJ
aijes-7161	137	40	that	that	SCONJ
aijes-7161	137	41	they	they	PRON
aijes-7161	137	42	fund	fund	VERB
aijes-7161	137	43	ai	ai	VERB
aijes-7161	137	44	technologies	technology	NOUN
aijes-7161	137	45	less	less	ADJ
aijes-7161	137	46	.	.	PUNCT
aijes-7161	138	1	figure	figure	NOUN
aijes-7161	138	2	1	1	NUM
aijes-7161	138	3	.	.	PUNCT
aijes-7161	139	1	share	share	NOUN
aijes-7161	139	2	of	of	ADP
aijes-7161	139	3	enterprises	enterprise	NOUN
aijes-7161	139	4	using	use	VERB
aijes-7161	139	5	ai	ai	PROPN
aijes-7161	139	6	technologies	technology	NOUN
aijes-7161	139	7	in	in	ADP
aijes-7161	139	8	ukraine	ukraine	PROPN
aijes-7161	139	9	and	and	CCONJ
aijes-7161	139	10	eu	eu	PROPN
aijes-7161	139	11	countries	countries	PROPN
aijes-7161	139	12	source	source	NOUN
aijes-7161	139	13	:	:	PUNCT
aijes-7161	139	14	compiled	compile	VERB
aijes-7161	139	15	on	on	ADP
aijes-7161	139	16	the	the	DET
aijes-7161	139	17	basis	basis	NOUN
aijes-7161	139	18	of	of	ADP
aijes-7161	139	19	(	(	PUNCT
aijes-7161	139	20	eurostat	eurostat	PROPN
aijes-7161	139	21	,	,	PUNCT
aijes-7161	139	22	2022	2022	NUM
aijes-7161	139	23	;	;	PUNCT
aijes-7161	139	24	website	website	NOUN
aijes-7161	139	25	of	of	ADP
aijes-7161	139	26	the	the	DET
aijes-7161	139	27	state	state	NOUN
aijes-7161	139	28	statistics	statistic	NOUN
aijes-7161	139	29	service	service	NOUN
aijes-7161	139	30	of	of	ADP
aijes-7161	139	31	ukraine	ukraine	NOUN
aijes-7161	139	32	,	,	PUNCT
aijes-7161	139	33	2022	2022	NUM
aijes-7161	139	34	)	)	PUNCT
aijes-7161	139	35	0	0	NUM
aijes-7161	140	1	2	2	NUM
aijes-7161	140	2	4	4	NUM
aijes-7161	140	3	6	6	NUM
aijes-7161	140	4	8	8	NUM
aijes-7161	140	5	10	10	NUM
aijes-7161	140	6	12	12	NUM
aijes-7161	140	7	14	14	NUM
aijes-7161	140	8	d	d	PROPN
aijes-7161	140	9	en	en	PROPN
aijes-7161	140	10	m	m	PROPN
aijes-7161	140	11	ar	ar	PROPN
aijes-7161	140	12	k	k	PROPN
aijes-7161	140	13	l	l	PUNCT
aijes-7161	140	14	u	u	NOUN
aijes-7161	140	15	x	x	VERB
aijes-7161	140	16	em	em	PRON
aijes-7161	140	17	b	b	X
aijes-7161	140	18	o	o	X
aijes-7161	140	19	u	u	NOUN
aijes-7161	140	20	rg	rg	PROPN
aijes-7161	140	21	f	f	PROPN
aijes-7161	140	22	in	in	ADP
aijes-7161	140	23	la	la	DET
aijes-7161	140	24	n	n	PROPN
aijes-7161	140	25	d	d	PROPN
aijes-7161	140	26	n	n	ADP
aijes-7161	140	27	et	et	NOUN
aijes-7161	140	28	h	h	NOUN
aijes-7161	140	29	er	er	INTJ
aijes-7161	140	30	la	la	PROPN
aijes-7161	140	31	n	n	PROPN
aijes-7161	140	32	d	d	PROPN
aijes-7161	140	33	s	s	PART
aijes-7161	140	34	m	m	VERB
aijes-7161	140	35	al	al	PROPN
aijes-7161	140	36	ta	ta	PROPN
aijes-7161	140	37	b	b	PROPN
aijes-7161	140	38	el	el	PROPN
aijes-7161	140	39	g	g	PROPN
aijes-7161	140	40	iu	iu	ADP
aijes-7161	140	41	m	m	PROPN
aijes-7161	140	42	g	g	NOUN
aijes-7161	140	43	er	er	INTJ
aijes-7161	140	44	m	m	VERB
aijes-7161	140	45	an	an	DET
aijes-7161	140	46	y	y	PROPN
aijes-7161	140	47	a	a	DET
aijes-7161	140	48	u	u	PROPN
aijes-7161	140	49	st	st	PROPN
aijes-7161	140	50	ri	ri	PROPN
aijes-7161	140	51	a	a	DET
aijes-7161	140	52	s	s	PROPN
aijes-7161	140	53	lo	lo	NOUN
aijes-7161	140	54	v	v	NOUN
aijes-7161	140	55	en	en	X
aijes-7161	140	56	ia	ia	PROPN
aijes-7161	140	57	s	s	PROPN
aijes-7161	140	58	w	w	PROPN
aijes-7161	140	59	ed	ed	PROPN
aijes-7161	140	60	en	en	ADP
aijes-7161	140	61	n	n	ADV
aijes-7161	140	62	o	o	PROPN
aijes-7161	140	63	rw	rw	NOUN
aijes-7161	140	64	ay	ay	PROPN
aijes-7161	140	65	c	c	PROPN
aijes-7161	140	66	ro	ro	X
aijes-7161	140	67	at	at	ADP
aijes-7161	140	68	ia	ia	PROPN
aijes-7161	140	69	s	s	PART
aijes-7161	140	70	p	p	NOUN
aijes-7161	140	71	ai	ai	ADJ
aijes-7161	140	72	n	n	PRON
aijes-7161	140	73	s	s	PROPN
aijes-7161	140	74	lo	lo	PROPN
aijes-7161	140	75	v	v	PROPN
aijes-7161	140	76	ak	ak	PROPN
aijes-7161	140	77	ia	ia	PROPN
aijes-7161	140	78	p	p	PROPN
aijes-7161	140	79	o	o	X
aijes-7161	140	80	rt	rt	X
aijes-7161	140	81	u	u	NOUN
aijes-7161	140	82	g	g	PROPN
aijes-7161	140	83	al	al	PROPN
aijes-7161	140	84	b	b	PROPN
aijes-7161	141	1	o	o	X
aijes-7161	141	2	sn	sn	PROPN
aijes-7161	141	3	ia	ia	PROPN
aijes-7161	141	4	a	a	DET
aijes-7161	141	5	n	n	PROPN
aijes-7161	141	6	d	d	NOUN
aijes-7161	141	7	…	…	PUNCT
aijes-7161	141	8	u	u	NOUN
aijes-7161	141	9	k	k	PROPN
aijes-7161	141	10	ra	ra	PROPN
aijes-7161	141	11	in	in	ADP
aijes-7161	141	12	e	e	PROPN
aijes-7161	141	13	ir	ir	PROPN
aijes-7161	141	14	el	el	PROPN
aijes-7161	141	15	an	an	PROPN
aijes-7161	141	16	d	d	X
aijes-7161	141	17	t	t	X
aijes-7161	141	18	u	u	PRON
aijes-7161	141	19	rk	rk	NOUN
aijes-7161	141	20	ey	ey	INTJ
aijes-7161	141	21	m	m	NOUN
aijes-7161	141	22	o	o	NOUN
aijes-7161	141	23	n	n	X
aijes-7161	141	24	te	te	INTJ
aijes-7161	141	25	n	n	CCONJ
aijes-7161	141	26	eg	eg	NOUN
aijes-7161	141	27	ro	ro	PROPN
aijes-7161	141	28	f	f	PROPN
aijes-7161	141	29	ra	ra	PROPN
aijes-7161	141	30	n	n	PROPN
aijes-7161	141	31	ce	ce	VERB
aijes-7161	142	1	it	it	PRON
aijes-7161	142	2	al	al	PROPN
aijes-7161	142	3	y	y	PROPN
aijes-7161	142	4	e	e	PROPN
aijes-7161	142	5	st	st	PROPN
aijes-7161	142	6	o	o	PROPN
aijes-7161	142	7	n	n	X
aijes-7161	142	8	ia	ia	PROPN
aijes-7161	142	9	c	c	NOUN
aijes-7161	142	10	ze	ze	PROPN
aijes-7161	142	11	ch	ch	PROPN
aijes-7161	142	12	r	r	PROPN
aijes-7161	142	13	ep	ep	PROPN
aijes-7161	142	14	u	u	PROPN
aijes-7161	142	15	b	b	PROPN
aijes-7161	143	1	li	li	PROPN
aijes-7161	143	2	c	c	PROPN
aijes-7161	143	3	c	c	PROPN
aijes-7161	143	4	y	y	PROPN
aijes-7161	143	5	p	p	PROPN
aijes-7161	143	6	ru	ru	PROPN
aijes-7161	143	7	s	s	PROPN
aijes-7161	143	8	g	g	NOUN
aijes-7161	143	9	re	re	ADP
aijes-7161	143	10	ec	ec	PROPN
aijes-7161	143	11	e	e	PROPN
aijes-7161	143	12	l	l	PROPN
aijes-7161	143	13	at	at	ADP
aijes-7161	143	14	v	v	NUM
aijes-7161	143	15	ia	ia	VERB
aijes-7161	143	16	l	l	NOUN
aijes-7161	144	1	it	it	PRON
aijes-7161	144	2	h	h	VERB
aijes-7161	144	3	u	u	NOUN
aijes-7161	144	4	an	an	DET
aijes-7161	144	5	ia	ia	PROPN
aijes-7161	144	6	b	b	PROPN
aijes-7161	144	7	u	u	PROPN
aijes-7161	144	8	lg	lg	PROPN
aijes-7161	144	9	ar	ar	PROPN
aijes-7161	144	10	ia	ia	PROPN
aijes-7161	144	11	h	h	PROPN
aijes-7161	144	12	u	u	PROPN
aijes-7161	144	13	n	n	PROPN
aijes-7161	144	14	g	g	PROPN
aijes-7161	144	15	ar	ar	PROPN
aijes-7161	144	16	y	y	PROPN
aijes-7161	144	17	p	p	X
aijes-7161	144	18	o	o	X
aijes-7161	144	19	la	la	NOUN
aijes-7161	144	20	n	n	PROPN
aijes-7161	144	21	d	d	PROPN
aijes-7161	144	22	s	s	X
aijes-7161	144	23	er	er	INTJ
aijes-7161	144	24	b	b	X
aijes-7161	144	25	ia	ia	PROPN
aijes-7161	145	1	r	r	NOUN
aijes-7161	145	2	o	o	NOUN
aijes-7161	145	3	m	m	VERB
aijes-7161	145	4	an	an	DET
aijes-7161	145	5	ia	ia	PROPN
aijes-7161	145	6	alyona	alyona	PROPN
aijes-7161	145	7	sorokina	sorokina	PROPN
aijes-7161	145	8	,	,	PUNCT
aijes-7161	145	9	larysa	larysa	PROPN
aijes-7161	145	10	lebedeva	lebedeva	PROPN
aijes-7161	145	11	311	311	NUM
aijes-7161	145	12	the	the	DET
aijes-7161	145	13	share	share	NOUN
aijes-7161	145	14	of	of	ADP
aijes-7161	145	15	the	the	DET
aijes-7161	145	16	number	number	NOUN
aijes-7161	145	17	of	of	ADP
aijes-7161	145	18	enterprises	enterprise	NOUN
aijes-7161	145	19	that	that	PRON
aijes-7161	145	20	purchase	purchase	VERB
aijes-7161	145	21	and	and	CCONJ
aijes-7161	145	22	use	use	VERB
aijes-7161	145	23	cloud	cloud	NOUN
aijes-7161	145	24	computing	computing	NOUN
aijes-7161	145	25	services	service	NOUN
aijes-7161	145	26	is	be	AUX
aijes-7161	145	27	also	also	ADV
aijes-7161	145	28	low	low	ADJ
aijes-7161	145	29	compared	compare	VERB
aijes-7161	145	30	to	to	ADP
aijes-7161	145	31	eu	eu	PROPN
aijes-7161	145	32	enterprises	enterprise	NOUN
aijes-7161	145	33	.	.	PUNCT
aijes-7161	146	1	while	while	SCONJ
aijes-7161	146	2	the	the	DET
aijes-7161	146	3	average	average	ADJ
aijes-7161	146	4	value	value	NOUN
aijes-7161	146	5	for	for	ADP
aijes-7161	146	6	the	the	DET
aijes-7161	146	7	eu	eu	PROPN
aijes-7161	146	8	countries	country	NOUN
aijes-7161	146	9	is	be	AUX
aijes-7161	146	10	42.5	42.5	NUM
aijes-7161	146	11	%	%	NOUN
aijes-7161	146	12	(	(	PUNCT
aijes-7161	146	13	2023	2023	NUM
aijes-7161	146	14	)	)	PUNCT
aijes-7161	146	15	,	,	PUNCT
aijes-7161	146	16	only	only	ADV
aijes-7161	146	17	9.8	9.8	NUM
aijes-7161	146	18	%	%	NOUN
aijes-7161	146	19	of	of	ADP
aijes-7161	146	20	ukrainian	ukrainian	ADJ
aijes-7161	146	21	enterprises	enterprise	NOUN
aijes-7161	146	22	take	take	VERB
aijes-7161	146	23	advantage	advantage	NOUN
aijes-7161	146	24	of	of	ADP
aijes-7161	146	25	cloud	cloud	NOUN
aijes-7161	146	26	computing	computing	NOUN
aijes-7161	146	27	.	.	PUNCT
aijes-7161	147	1	internet	internet	NOUN
aijes-7161	147	2	access	access	NOUN
aijes-7161	147	3	also	also	ADV
aijes-7161	147	4	needs	need	VERB
aijes-7161	147	5	to	to	PART
aijes-7161	147	6	be	be	AUX
aijes-7161	147	7	improved	improve	VERB
aijes-7161	147	8	.	.	PUNCT
aijes-7161	148	1	in	in	ADP
aijes-7161	148	2	2023	2023	NUM
aijes-7161	148	3	,	,	PUNCT
aijes-7161	148	4	80.8	80.8	NUM
aijes-7161	148	5	%	%	NOUN
aijes-7161	148	6	of	of	ADP
aijes-7161	148	7	ukrainian	ukrainian	ADJ
aijes-7161	148	8	enterprises	enterprise	NOUN
aijes-7161	148	9	had	have	VERB
aijes-7161	148	10	access	access	NOUN
aijes-7161	148	11	to	to	ADP
aijes-7161	148	12	a	a	DET
aijes-7161	148	13	fixed	fix	VERB
aijes-7161	148	14	-	-	PUNCT
aijes-7161	148	15	line	line	NOUN
aijes-7161	148	16	internet	internet	NOUN
aijes-7161	148	17	connection	connection	NOUN
aijes-7161	148	18	,	,	PUNCT
aijes-7161	148	19	which	which	PRON
aijes-7161	148	20	is	be	AUX
aijes-7161	148	21	19	19	NUM
aijes-7161	148	22	%	%	NOUN
aijes-7161	148	23	more	more	ADJ
aijes-7161	148	24	than	than	ADP
aijes-7161	148	25	in	in	ADP
aijes-7161	148	26	2022	2022	NUM
aijes-7161	148	27	.	.	PUNCT
aijes-7161	149	1	however	however	ADV
aijes-7161	149	2	,	,	PUNCT
aijes-7161	149	3	under	under	ADP
aijes-7161	149	4	ideal	ideal	ADJ
aijes-7161	149	5	conditions	condition	NOUN
aijes-7161	149	6	,	,	PUNCT
aijes-7161	149	7	this	this	DET
aijes-7161	149	8	figure	figure	NOUN
aijes-7161	149	9	should	should	AUX
aijes-7161	149	10	reach	reach	VERB
aijes-7161	149	11	at	at	ADV
aijes-7161	149	12	least	least	ADV
aijes-7161	149	13	90	90	NUM
aijes-7161	149	14	%	%	NOUN
aijes-7161	149	15	,	,	PUNCT
aijes-7161	149	16	as	as	SCONJ
aijes-7161	149	17	the	the	DET
aijes-7161	149	18	experience	experience	NOUN
aijes-7161	149	19	of	of	ADP
aijes-7161	149	20	eu	eu	PROPN
aijes-7161	149	21	countries	country	NOUN
aijes-7161	149	22	shows	show	VERB
aijes-7161	149	23	.	.	PUNCT
aijes-7161	150	1	we	we	PRON
aijes-7161	150	2	assume	assume	VERB
aijes-7161	150	3	that	that	SCONJ
aijes-7161	150	4	this	this	PRON
aijes-7161	150	5	may	may	AUX
aijes-7161	150	6	be	be	AUX
aijes-7161	150	7	due	due	ADJ
aijes-7161	150	8	to	to	ADP
aijes-7161	150	9	infrastructure	infrastructure	NOUN
aijes-7161	150	10	constraints	constraint	NOUN
aijes-7161	150	11	:	:	PUNCT
aijes-7161	150	12	areas	area	NOUN
aijes-7161	150	13	with	with	ADP
aijes-7161	150	14	low	low	ADJ
aijes-7161	150	15	population	population	NOUN
aijes-7161	150	16	density	density	NOUN
aijes-7161	150	17	have	have	VERB
aijes-7161	150	18	a	a	DET
aijes-7161	150	19	lower	low	ADJ
aijes-7161	150	20	number	number	NOUN
aijes-7161	150	21	of	of	ADP
aijes-7161	150	22	fixed	fix	VERB
aijes-7161	150	23	internet	internet	NOUN
aijes-7161	150	24	access	access	NOUN
aijes-7161	150	25	lines	line	NOUN
aijes-7161	150	26	,	,	PUNCT
aijes-7161	150	27	where	where	SCONJ
aijes-7161	150	28	providers	provider	NOUN
aijes-7161	150	29	are	be	AUX
aijes-7161	150	30	not	not	PART
aijes-7161	150	31	economically	economically	ADV
aijes-7161	150	32	interested	interested	ADJ
aijes-7161	150	33	in	in	ADP
aijes-7161	150	34	laying	lay	VERB
aijes-7161	150	35	fixed	fix	VERB
aijes-7161	150	36	networks	network	NOUN
aijes-7161	150	37	.	.	PUNCT
aijes-7161	151	1	in	in	ADP
aijes-7161	151	2	addition	addition	NOUN
aijes-7161	151	3	,	,	PUNCT
aijes-7161	151	4	damage	damage	NOUN
aijes-7161	151	5	to	to	ADP
aijes-7161	151	6	or	or	CCONJ
aijes-7161	151	7	destruction	destruction	NOUN
aijes-7161	151	8	of	of	ADP
aijes-7161	151	9	infrastructure	infrastructure	NOUN
aijes-7161	151	10	as	as	ADP
aijes-7161	151	11	a	a	DET
aijes-7161	151	12	result	result	NOUN
aijes-7161	151	13	of	of	ADP
aijes-7161	151	14	hostilities	hostility	NOUN
aijes-7161	151	15	,	,	PUNCT
aijes-7161	151	16	especially	especially	ADV
aijes-7161	151	17	in	in	ADP
aijes-7161	151	18	frontline	frontline	NOUN
aijes-7161	151	19	areas	area	NOUN
aijes-7161	151	20	,	,	PUNCT
aijes-7161	151	21	significantly	significantly	ADV
aijes-7161	151	22	complicates	complicate	VERB
aijes-7161	151	23	access	access	NOUN
aijes-7161	151	24	to	to	ADP
aijes-7161	151	25	the	the	DET
aijes-7161	151	26	fixed	fixed	ADJ
aijes-7161	151	27	internet	internet	NOUN
aijes-7161	151	28	.	.	PUNCT
aijes-7161	152	1	it	it	PRON
aijes-7161	152	2	should	should	AUX
aijes-7161	152	3	not	not	PART
aijes-7161	152	4	be	be	AUX
aijes-7161	152	5	forgotten	forget	VERB
aijes-7161	152	6	that	that	SCONJ
aijes-7161	152	7	enterprises	enterprise	NOUN
aijes-7161	152	8	with	with	ADP
aijes-7161	152	9	unstable	unstable	ADJ
aijes-7161	152	10	income	income	NOUN
aijes-7161	152	11	tend	tend	VERB
aijes-7161	152	12	to	to	PART
aijes-7161	152	13	use	use	VERB
aijes-7161	152	14	an	an	DET
aijes-7161	152	15	alternative	alternative	ADJ
aijes-7161	152	16	network	network	NOUN
aijes-7161	152	17	the	the	DET
aijes-7161	152	18	mobile	mobile	ADJ
aijes-7161	152	19	internet	internet	NOUN
aijes-7161	152	20	.	.	PUNCT
aijes-7161	153	1	the	the	DET
aijes-7161	153	2	level	level	NOUN
aijes-7161	153	3	of	of	ADP
aijes-7161	153	4	digital	digital	ADJ
aijes-7161	153	5	security	security	NOUN
aijes-7161	153	6	in	in	ADP
aijes-7161	153	7	the	the	DET
aijes-7161	153	8	business	business	NOUN
aijes-7161	153	9	sector	sector	NOUN
aijes-7161	153	10	can	can	AUX
aijes-7161	153	11	be	be	AUX
aijes-7161	153	12	indicated	indicate	VERB
aijes-7161	153	13	by	by	ADP
aijes-7161	153	14	the	the	DET
aijes-7161	153	15	share	share	NOUN
aijes-7161	153	16	of	of	ADP
aijes-7161	153	17	enterprises	enterprise	NOUN
aijes-7161	153	18	that	that	PRON
aijes-7161	153	19	use	use	VERB
aijes-7161	153	20	ict	ict	NOUN
aijes-7161	153	21	security	security	NOUN
aijes-7161	153	22	measures	measure	NOUN
aijes-7161	153	23	.	.	PUNCT
aijes-7161	154	1	according	accord	VERB
aijes-7161	154	2	to	to	ADP
aijes-7161	154	3	statistics	statistic	NOUN
aijes-7161	154	4	,	,	PUNCT
aijes-7161	154	5	in	in	ADP
aijes-7161	154	6	2023	2023	NUM
aijes-7161	154	7	,	,	PUNCT
aijes-7161	154	8	there	there	PRON
aijes-7161	154	9	were	be	VERB
aijes-7161	154	10	not	not	PART
aijes-7161	154	11	too	too	ADV
aijes-7161	154	12	many	many	ADJ
aijes-7161	154	13	ict	ict	NOUN
aijes-7161	154	14	incidents	incident	NOUN
aijes-7161	154	15	among	among	ADP
aijes-7161	154	16	ukrainian	ukrainian	ADJ
aijes-7161	154	17	enterprises	enterprise	NOUN
aijes-7161	154	18	the	the	DET
aijes-7161	154	19	share	share	NOUN
aijes-7161	154	20	of	of	ADP
aijes-7161	154	21	the	the	DET
aijes-7161	154	22	number	number	NOUN
aijes-7161	154	23	of	of	ADP
aijes-7161	154	24	enterprises	enterprise	NOUN
aijes-7161	154	25	that	that	PRON
aijes-7161	154	26	faced	face	VERB
aijes-7161	154	27	problems	problem	NOUN
aijes-7161	154	28	was	be	AUX
aijes-7161	154	29	24.7	24.7	NUM
aijes-7161	154	30	%	%	NOUN
aijes-7161	154	31	(	(	PUNCT
aijes-7161	154	32	in	in	ADP
aijes-7161	154	33	the	the	DET
aijes-7161	154	34	total	total	ADJ
aijes-7161	154	35	number	number	NOUN
aijes-7161	154	36	of	of	ADP
aijes-7161	154	37	enterprises	enterprise	NOUN
aijes-7161	154	38	)	)	PUNCT
aijes-7161	154	39	(	(	PUNCT
aijes-7161	154	40	website	website	NOUN
aijes-7161	154	41	of	of	ADP
aijes-7161	154	42	the	the	DET
aijes-7161	154	43	state	state	NOUN
aijes-7161	154	44	statistics	statistic	NOUN
aijes-7161	154	45	service	service	NOUN
aijes-7161	154	46	of	of	ADP
aijes-7161	154	47	ukraine	ukraine	NOUN
aijes-7161	154	48	,	,	PUNCT
aijes-7161	154	49	2022	2022	NUM
aijes-7161	154	50	)	)	PUNCT
aijes-7161	154	51	.	.	PUNCT
aijes-7161	155	1	the	the	DET
aijes-7161	155	2	most	most	ADV
aijes-7161	155	3	vulnerable	vulnerable	ADJ
aijes-7161	155	4	economic	economic	ADJ
aijes-7161	155	5	activities	activity	NOUN
aijes-7161	155	6	are	be	AUX
aijes-7161	155	7	:	:	PUNCT
aijes-7161	155	8	manufacturing	manufacturing	NOUN
aijes-7161	155	9	(	(	PUNCT
aijes-7161	155	10	production	production	NOUN
aijes-7161	155	11	of	of	ADP
aijes-7161	155	12	coke	coke	PROPN
aijes-7161	155	13	and	and	CCONJ
aijes-7161	155	14	petroleum	petroleum	NOUN
aijes-7161	155	15	products	product	NOUN
aijes-7161	155	16	,	,	PUNCT
aijes-7161	155	17	basic	basic	ADJ
aijes-7161	155	18	pharmaceutical	pharmaceutical	ADJ
aijes-7161	155	19	products	product	NOUN
aijes-7161	155	20	and	and	CCONJ
aijes-7161	155	21	pharmaceuticals	pharmaceutical	NOUN
aijes-7161	155	22	)	)	PUNCT
aijes-7161	155	23	;	;	PUNCT
aijes-7161	155	24	wholesale	wholesale	ADJ
aijes-7161	155	25	and	and	CCONJ
aijes-7161	155	26	retail	retail	ADJ
aijes-7161	155	27	trade	trade	NOUN
aijes-7161	155	28	;	;	PUNCT
aijes-7161	155	29	computer	computer	NOUN
aijes-7161	155	30	programming	programming	NOUN
aijes-7161	155	31	,	,	PUNCT
aijes-7161	155	32	consulting	consulting	NOUN
aijes-7161	155	33	and	and	CCONJ
aijes-7161	155	34	related	related	ADJ
aijes-7161	155	35	activities	activity	NOUN
aijes-7161	155	36	;	;	PUNCT
aijes-7161	155	37	provision	provision	NOUN
aijes-7161	155	38	of	of	ADP
aijes-7161	155	39	information	information	NOUN
aijes-7161	155	40	services	service	NOUN
aijes-7161	155	41	;	;	PUNCT
aijes-7161	155	42	travel	travel	NOUN
aijes-7161	155	43	agencies	agency	NOUN
aijes-7161	155	44	,	,	PUNCT
aijes-7161	155	45	travel	travel	NOUN
aijes-7161	155	46	operators	operator	NOUN
aijes-7161	155	47	,	,	PUNCT
aijes-7161	155	48	provision	provision	NOUN
aijes-7161	155	49	of	of	ADP
aijes-7161	155	50	other	other	ADJ
aijes-7161	155	51	reservation	reservation	NOUN
aijes-7161	155	52	services	service	NOUN
aijes-7161	155	53	and	and	CCONJ
aijes-7161	155	54	related	related	ADJ
aijes-7161	155	55	activities	activity	NOUN
aijes-7161	155	56	.	.	PUNCT
aijes-7161	156	1	figure	figure	NOUN
aijes-7161	156	2	2	2	NUM
aijes-7161	156	3	.	.	NUM
aijes-7161	156	4	types	type	NOUN
aijes-7161	156	5	of	of	ADP
aijes-7161	156	6	ict	ict	PROPN
aijes-7161	156	7	incidents	incident	NOUN
aijes-7161	156	8	among	among	ADP
aijes-7161	156	9	ukrainian	ukrainian	ADJ
aijes-7161	156	10	enterprises	enterprise	NOUN
aijes-7161	156	11	source	source	NOUN
aijes-7161	156	12	:	:	PUNCT
aijes-7161	156	13	compiled	compile	VERB
aijes-7161	156	14	on	on	ADP
aijes-7161	156	15	the	the	DET
aijes-7161	156	16	basis	basis	NOUN
aijes-7161	156	17	of	of	ADP
aijes-7161	156	18	(	(	PUNCT
aijes-7161	156	19	eurostat	eurostat	PROPN
aijes-7161	156	20	,	,	PUNCT
aijes-7161	156	21	2022	2022	NUM
aijes-7161	156	22	;	;	PUNCT
aijes-7161	156	23	website	website	NOUN
aijes-7161	156	24	of	of	ADP
aijes-7161	156	25	the	the	DET
aijes-7161	156	26	state	state	NOUN
aijes-7161	156	27	statistics	statistic	NOUN
aijes-7161	156	28	service	service	NOUN
aijes-7161	156	29	of	of	ADP
aijes-7161	156	30	ukraine	ukraine	NOUN
aijes-7161	156	31	,	,	PUNCT
aijes-7161	156	32	2022	2022	NUM
aijes-7161	156	33	)	)	PUNCT
aijes-7161	156	34	at	at	ADP
aijes-7161	156	35	the	the	DET
aijes-7161	156	36	same	same	ADJ
aijes-7161	156	37	time	time	NOUN
aijes-7161	156	38	,	,	PUNCT
aijes-7161	156	39	security	security	NOUN
aijes-7161	156	40	measures	measure	NOUN
aijes-7161	156	41	are	be	AUX
aijes-7161	156	42	used	use	VERB
aijes-7161	156	43	by	by	ADP
aijes-7161	156	44	the	the	DET
aijes-7161	156	45	vast	vast	ADJ
aijes-7161	156	46	majority	majority	NOUN
aijes-7161	156	47	of	of	ADP
aijes-7161	156	48	enterprises	enterprise	NOUN
aijes-7161	156	49	in	in	ADP
aijes-7161	156	50	the	the	DET
aijes-7161	156	51	national	national	ADJ
aijes-7161	156	52	economy	economy	NOUN
aijes-7161	156	53	73.2	73.2	NUM
aijes-7161	156	54	%	%	NOUN
aijes-7161	156	55	in	in	ADP
aijes-7161	156	56	2023	2023	NUM
aijes-7161	156	57	.	.	PUNCT
aijes-7161	157	1	the	the	DET
aijes-7161	157	2	most	most	ADV
aijes-7161	157	3	commonly	commonly	ADV
aijes-7161	157	4	used	use	VERB
aijes-7161	157	5	security	security	NOUN
aijes-7161	157	6	measures	measure	NOUN
aijes-7161	157	7	include	include	VERB
aijes-7161	157	8	strong	strong	ADJ
aijes-7161	157	9	password	password	NOUN
aijes-7161	157	10	authentication	authentication	NOUN
aijes-7161	157	11	(	(	PUNCT
aijes-7161	157	12	66.3	66.3	NUM
aijes-7161	157	13	%	%	NOUN
aijes-7161	157	14	)	)	PUNCT
aijes-7161	157	15	(	(	PUNCT
aijes-7161	157	16	unfortunately	unfortunately	ADV
aijes-7161	157	17	,	,	PUNCT
aijes-7161	157	18	more	more	ADV
aijes-7161	157	19	secure	secure	ADJ
aijes-7161	157	20	authentication	authentication	NOUN
aijes-7161	157	21	methods	method	NOUN
aijes-7161	157	22	,	,	PUNCT
aijes-7161	157	23	such	such	ADJ
aijes-7161	157	24	as	as	ADP
aijes-7161	157	25	biometric	biometric	ADJ
aijes-7161	157	26	methods	method	NOUN
aijes-7161	157	27	or	or	CCONJ
aijes-7161	157	28	a	a	DET
aijes-7161	157	29	combination	combination	NOUN
aijes-7161	157	30	of	of	ADP
aijes-7161	157	31	two	two	NUM
aijes-7161	157	32	authentication	authentication	NOUN
aijes-7161	157	33	methods	method	NOUN
aijes-7161	157	34	,	,	PUNCT
aijes-7161	157	35	are	be	AUX
aijes-7161	157	36	used	use	VERB
aijes-7161	157	37	much	much	ADV
aijes-7161	157	38	less	less	ADV
aijes-7161	157	39	frequently	frequently	ADV
aijes-7161	157	40	)	)	PUNCT
aijes-7161	157	41	,	,	PUNCT
aijes-7161	157	42	backing	back	VERB
aijes-7161	157	43	up	up	ADP
aijes-7161	157	44	data	datum	NOUN
aijes-7161	157	45	to	to	ADP
aijes-7161	157	46	a	a	DET
aijes-7161	157	47	secure	secure	ADJ
aijes-7161	157	48	location	location	NOUN
aijes-7161	157	49	(	(	PUNCT
aijes-7161	157	50	52.7	52.7	NUM
aijes-7161	157	51	%	%	NOUN
aijes-7161	157	52	)	)	PUNCT
aijes-7161	157	53	,	,	PUNCT
aijes-7161	157	54	controlling	control	VERB
aijes-7161	157	55	network	network	NOUN
aijes-7161	157	56	access	access	NOUN
aijes-7161	157	57	(	(	PUNCT
aijes-7161	157	58	44.6	44.6	NUM
aijes-7161	157	59	%	%	NOUN
aijes-7161	157	60	)	)	PUNCT
aijes-7161	157	61	,	,	PUNCT
aijes-7161	157	62	encrypting	encrypt	VERB
aijes-7161	157	63	data	datum	NOUN
aijes-7161	157	64	,	,	PUNCT
aijes-7161	157	65	documents	document	NOUN
aijes-7161	157	66	,	,	PUNCT
aijes-7161	157	67	or	or	CCONJ
aijes-7161	157	68	email	email	NOUN
aijes-7161	157	69	(	(	PUNCT
aijes-7161	157	70	23	23	NUM
aijes-7161	157	71	%	%	NOUN
aijes-7161	157	72	)	)	PUNCT
aijes-7161	157	73	,	,	PUNCT
aijes-7161	157	74	and	and	CCONJ
aijes-7161	157	75	vpn	vpn	NOUN
aijes-7161	157	76	(	(	PUNCT
aijes-7161	157	77	21.4	21.4	NUM
aijes-7161	157	78	%	%	NOUN
aijes-7161	157	79	)	)	PUNCT
aijes-7161	157	80	.	.	PUNCT
aijes-7161	158	1	however	however	ADV
aijes-7161	158	2	,	,	PUNCT
aijes-7161	158	3	these	these	DET
aijes-7161	158	4	figures	figure	NOUN
aijes-7161	158	5	are	be	AUX
aijes-7161	158	6	21.8	21.8	NUM
aijes-7161	158	7	3.9	3.9	NUM
aijes-7161	158	8	5.9	5.9	NUM
aijes-7161	158	9	2.2	2.2	NUM
aijes-7161	158	10	0.6	0.6	NUM
aijes-7161	158	11	0.7	0.7	NUM
aijes-7161	158	12	0.0	0.0	NUM
aijes-7161	158	13	5.0	5.0	NUM
aijes-7161	158	14	10.0	10.0	NUM
aijes-7161	158	15	15.0	15.0	NUM
aijes-7161	158	16	20.0	20.0	NUM
aijes-7161	158	17	25.0	25.0	NUM
aijes-7161	158	18	unavailability	unavailability	NOUN
aijes-7161	158	19	of	of	ADP
aijes-7161	158	20	ict	ict	PROPN
aijes-7161	158	21	services	service	NOUN
aijes-7161	158	22	due	due	ADP
aijes-7161	158	23	to	to	ADP
aijes-7161	158	24	hardware	hardware	NOUN
aijes-7161	158	25	or	or	CCONJ
aijes-7161	158	26	…	…	PUNCT
aijes-7161	158	27	unavailability	unavailability	NOUN
aijes-7161	158	28	of	of	ADP
aijes-7161	158	29	ict	ict	PROPN
aijes-7161	158	30	services	service	NOUN
aijes-7161	158	31	due	due	ADP
aijes-7161	158	32	to	to	ADP
aijes-7161	158	33	an	an	DET
aijes-7161	158	34	external	external	ADJ
aijes-7161	158	35	…	…	PUNCT
aijes-7161	158	36	destruction	destruction	NOUN
aijes-7161	158	37	or	or	CCONJ
aijes-7161	158	38	corruption	corruption	NOUN
aijes-7161	158	39	of	of	ADP
aijes-7161	158	40	data	datum	NOUN
aijes-7161	158	41	due	due	ADP
aijes-7161	158	42	to	to	ADP
aijes-7161	158	43	…	…	PUNCT
aijes-7161	158	44	destruction	destruction	NOUN
aijes-7161	158	45	or	or	CCONJ
aijes-7161	158	46	corruption	corruption	NOUN
aijes-7161	158	47	of	of	ADP
aijes-7161	158	48	data	datum	NOUN
aijes-7161	158	49	due	due	ADP
aijes-7161	158	50	to	to	ADP
aijes-7161	158	51	…	…	PUNCT
aijes-7161	158	52	disclosure	disclosure	NOUN
aijes-7161	158	53	of	of	ADP
aijes-7161	158	54	confidential	confidential	ADJ
aijes-7161	158	55	data	datum	NOUN
aijes-7161	158	56	through	through	ADP
aijes-7161	158	57	…	…	PUNCT
aijes-7161	158	58	disclosure	disclosure	NOUN
aijes-7161	158	59	of	of	ADP
aijes-7161	158	60	confidential	confidential	ADJ
aijes-7161	158	61	data	datum	NOUN
aijes-7161	158	62	due	due	ADP
aijes-7161	158	63	to	to	ADP
aijes-7161	158	64	…	…	PUNCT
aijes-7161	158	65	share	share	NOUN
aijes-7161	158	66	of	of	ADP
aijes-7161	158	67	the	the	DET
aijes-7161	158	68	number	number	NOUN
aijes-7161	158	69	of	of	ADP
aijes-7161	158	70	enterprises	enterprise	NOUN
aijes-7161	158	71	that	that	PRON
aijes-7161	158	72	faced	face	VERB
aijes-7161	158	73	problems	problem	NOUN
aijes-7161	158	74	due	due	ADJ
aijes-7161	158	75	to	to	ADP
aijes-7161	158	76	ict	ict	PROPN
aijes-7161	158	77	security	security	NOUN
aijes-7161	158	78	incidents	incident	NOUN
aijes-7161	158	79	share	share	VERB
aijes-7161	158	80	of	of	ADP
aijes-7161	158	81	the	the	DET
aijes-7161	158	82	number	number	NOUN
aijes-7161	158	83	of	of	ADP
aijes-7161	158	84	enterprises	enterprise	NOUN
aijes-7161	158	85	that	that	PRON
aijes-7161	158	86	faced	face	VERB
aijes-7161	158	87	problems	problem	NOUN
aijes-7161	158	88	due	due	ADJ
aijes-7161	158	89	to	to	ADP
aijes-7161	158	90	ict	ict	PROPN
aijes-7161	158	91	security	security	NOUN
aijes-7161	158	92	incidents	incident	NOUN
aijes-7161	158	93	the	the	DET
aijes-7161	158	94	impact	impact	NOUN
aijes-7161	158	95	of	of	ADP
aijes-7161	158	96	digital	digital	ADJ
aijes-7161	158	97	transformation	transformation	NOUN
aijes-7161	158	98	on	on	ADP
aijes-7161	158	99	enterprises	enterprise	NOUN
aijes-7161	158	100	'	'	PART
aijes-7161	158	101	resilience	resilience	NOUN
aijes-7161	158	102	:	:	PUNCT
aijes-7161	158	103	evidence	evidence	NOUN
aijes-7161	158	104	from	from	ADP
aijes-7161	158	105	ukraine	ukraine	PROPN
aijes-7161	158	106	312	312	NUM
aijes-7161	158	107	significantly	significantly	ADV
aijes-7161	158	108	lower	low	ADJ
aijes-7161	158	109	than	than	ADP
aijes-7161	158	110	in	in	ADP
aijes-7161	158	111	the	the	DET
aijes-7161	158	112	eu	eu	PROPN
aijes-7161	158	113	,	,	PUNCT
aijes-7161	158	114	where	where	SCONJ
aijes-7161	158	115	92	92	NUM
aijes-7161	158	116	%	%	NOUN
aijes-7161	158	117	of	of	ADP
aijes-7161	158	118	businesses	business	NOUN
aijes-7161	158	119	use	use	VERB
aijes-7161	158	120	at	at	ADV
aijes-7161	158	121	least	least	ADV
aijes-7161	158	122	one	one	NUM
aijes-7161	158	123	security	security	NOUN
aijes-7161	158	124	measure	measure	NOUN
aijes-7161	158	125	on	on	ADP
aijes-7161	158	126	average	average	ADJ
aijes-7161	158	127	.	.	PUNCT
aijes-7161	159	1	the	the	DET
aijes-7161	159	2	most	most	ADV
aijes-7161	159	3	popular	popular	ADJ
aijes-7161	159	4	in	in	ADP
aijes-7161	159	5	the	the	DET
aijes-7161	159	6	eu	eu	PROPN
aijes-7161	159	7	are	be	AUX
aijes-7161	159	8	password	password	NOUN
aijes-7161	159	9	authentication	authentication	NOUN
aijes-7161	159	10	(	(	PUNCT
aijes-7161	159	11	82	82	NUM
aijes-7161	159	12	%	%	NOUN
aijes-7161	159	13	)	)	PUNCT
aijes-7161	159	14	,	,	PUNCT
aijes-7161	159	15	backups	backup	NOUN
aijes-7161	159	16	(	(	PUNCT
aijes-7161	159	17	78	78	NUM
aijes-7161	159	18	%	%	NOUN
aijes-7161	159	19	)	)	PUNCT
aijes-7161	159	20	,	,	PUNCT
aijes-7161	159	21	and	and	CCONJ
aijes-7161	159	22	network	network	NOUN
aijes-7161	159	23	access	access	NOUN
aijes-7161	159	24	control	control	NOUN
aijes-7161	159	25	(	(	PUNCT
aijes-7161	159	26	65	65	NUM
aijes-7161	159	27	%	%	NOUN
aijes-7161	159	28	)	)	PUNCT
aijes-7161	159	29	.	.	PUNCT
aijes-7161	160	1	the	the	DET
aijes-7161	160	2	strength	strength	NOUN
aijes-7161	160	3	of	of	ADP
aijes-7161	160	4	the	the	DET
aijes-7161	160	5	digital	digital	ADJ
aijes-7161	160	6	transformation	transformation	NOUN
aijes-7161	160	7	process	process	NOUN
aijes-7161	160	8	of	of	ADP
aijes-7161	160	9	ukraine	ukraine	NOUN
aijes-7161	160	10	's	's	PART
aijes-7161	160	11	business	business	NOUN
aijes-7161	160	12	sector	sector	NOUN
aijes-7161	160	13	is	be	AUX
aijes-7161	160	14	the	the	DET
aijes-7161	160	15	size	size	NOUN
aijes-7161	160	16	of	of	ADP
aijes-7161	160	17	ict	ict	PROPN
aijes-7161	160	18	exports	export	NOUN
aijes-7161	160	19	and	and	CCONJ
aijes-7161	160	20	the	the	DET
aijes-7161	160	21	resilience	resilience	NOUN
aijes-7161	160	22	of	of	ADP
aijes-7161	160	23	the	the	DET
aijes-7161	160	24	it	it	PRON
aijes-7161	160	25	sector	sector	NOUN
aijes-7161	160	26	as	as	ADP
aijes-7161	160	27	a	a	DET
aijes-7161	160	28	whole	whole	NOUN
aijes-7161	160	29	.	.	PUNCT
aijes-7161	161	1	even	even	ADV
aijes-7161	161	2	though	though	SCONJ
aijes-7161	161	3	the	the	DET
aijes-7161	161	4	national	national	ADJ
aijes-7161	161	5	economy	economy	NOUN
aijes-7161	161	6	's	's	PART
aijes-7161	161	7	ict	ict	PROPN
aijes-7161	161	8	services	service	NOUN
aijes-7161	161	9	exports	export	NOUN
aijes-7161	161	10	have	have	VERB
aijes-7161	161	11	a	a	DET
aijes-7161	161	12	positive	positive	ADJ
aijes-7161	161	13	upward	upward	ADJ
aijes-7161	161	14	trend	trend	NOUN
aijes-7161	161	15	,	,	PUNCT
aijes-7161	161	16	2023	2023	NUM
aijes-7161	161	17	was	be	AUX
aijes-7161	161	18	the	the	DET
aijes-7161	161	19	first	first	ADJ
aijes-7161	161	20	year	year	NOUN
aijes-7161	161	21	when	when	SCONJ
aijes-7161	161	22	the	the	DET
aijes-7161	161	23	value	value	NOUN
aijes-7161	161	24	of	of	ADP
aijes-7161	161	25	this	this	DET
aijes-7161	161	26	indicator	indicator	NOUN
aijes-7161	161	27	decreased	decrease	VERB
aijes-7161	161	28	.	.	PUNCT
aijes-7161	162	1	according	accord	VERB
aijes-7161	162	2	to	to	ADP
aijes-7161	162	3	the	the	DET
aijes-7161	162	4	world	world	NOUN
aijes-7161	162	5	bank	bank	NOUN
aijes-7161	162	6	,	,	PUNCT
aijes-7161	162	7	in	in	ADP
aijes-7161	162	8	2023	2023	NUM
aijes-7161	162	9	,	,	PUNCT
aijes-7161	162	10	ukraine	ukraine	PROPN
aijes-7161	162	11	's	's	PART
aijes-7161	162	12	ict	ict	PROPN
aijes-7161	162	13	services	service	NOUN
aijes-7161	162	14	exports	export	NOUN
aijes-7161	162	15	amounted	amount	VERB
aijes-7161	162	16	to	to	ADP
aijes-7161	162	17	usd	usd	PROPN
aijes-7161	162	18	6.8	6.8	NUM
aijes-7161	162	19	billion	billion	NUM
aijes-7161	162	20	.	.	PUNCT
aijes-7161	163	1	usd	usd	NOUN
aijes-7161	163	2	(	(	PUNCT
aijes-7161	163	3	for	for	ADP
aijes-7161	163	4	comparison	comparison	NOUN
aijes-7161	163	5	,	,	PUNCT
aijes-7161	163	6	in	in	ADP
aijes-7161	163	7	2022	2022	NUM
aijes-7161	163	8	,	,	PUNCT
aijes-7161	163	9	the	the	DET
aijes-7161	163	10	value	value	NOUN
aijes-7161	163	11	of	of	ADP
aijes-7161	163	12	the	the	DET
aijes-7161	163	13	indicator	indicator	NOUN
aijes-7161	163	14	was	be	AUX
aijes-7161	163	15	7.52	7.52	NUM
aijes-7161	163	16	billion	billion	NUM
aijes-7161	163	17	usd	usd	NOUN
aijes-7161	163	18	,	,	PUNCT
aijes-7161	163	19	which	which	PRON
aijes-7161	163	20	is	be	AUX
aijes-7161	163	21	0.72	0.72	NUM
aijes-7161	163	22	billion	billion	NUM
aijes-7161	163	23	usd	usd	NOUN
aijes-7161	163	24	less	less	ADJ
aijes-7161	163	25	.	.	PUNCT
aijes-7161	164	1	usd	usd	NOUN
aijes-7161	164	2	,	,	PUNCT
aijes-7161	164	3	which	which	PRON
aijes-7161	164	4	is	be	AUX
aijes-7161	164	5	0.72	0.72	NUM
aijes-7161	164	6	billion	billion	NUM
aijes-7161	164	7	more	more	ADJ
aijes-7161	164	8	)	)	PUNCT
aijes-7161	164	9	.	.	PUNCT
aijes-7161	165	1	it	it	PRON
aijes-7161	165	2	is	be	AUX
aijes-7161	165	3	noted	note	VERB
aijes-7161	165	4	that	that	SCONJ
aijes-7161	165	5	the	the	DET
aijes-7161	165	6	reason	reason	NOUN
aijes-7161	165	7	for	for	ADP
aijes-7161	165	8	this	this	PRON
aijes-7161	165	9	may	may	AUX
aijes-7161	165	10	be	be	AUX
aijes-7161	165	11	a	a	DET
aijes-7161	165	12	slowdown	slowdown	NOUN
aijes-7161	165	13	in	in	ADP
aijes-7161	165	14	economic	economic	ADJ
aijes-7161	165	15	growth	growth	NOUN
aijes-7161	165	16	in	in	ADP
aijes-7161	165	17	global	global	ADJ
aijes-7161	165	18	markets	market	NOUN
aijes-7161	165	19	.	.	PUNCT
aijes-7161	166	1	the	the	DET
aijes-7161	166	2	countries	country	NOUN
aijes-7161	166	3	from	from	ADP
aijes-7161	166	4	which	which	PRON
aijes-7161	166	5	the	the	DET
aijes-7161	166	6	revenue	revenue	NOUN
aijes-7161	166	7	from	from	ADP
aijes-7161	166	8	ict	ict	PROPN
aijes-7161	166	9	exports	export	NOUN
aijes-7161	166	10	comes	come	VERB
aijes-7161	166	11	are	be	AUX
aijes-7161	166	12	:	:	PUNCT
aijes-7161	166	13	usa	usa	PROPN
aijes-7161	166	14	(	(	PUNCT
aijes-7161	166	15	usd	usd	PROPN
aijes-7161	166	16	2,667	2,667	NUM
aijes-7161	166	17	million	million	NUM
aijes-7161	166	18	)	)	PUNCT
aijes-7161	166	19	,	,	PUNCT
aijes-7161	166	20	malta	malta	PROPN
aijes-7161	166	21	(	(	PUNCT
aijes-7161	166	22	usd	usd	NOUN
aijes-7161	166	23	567	567	NUM
aijes-7161	166	24	million	million	NUM
aijes-7161	166	25	)	)	PUNCT
aijes-7161	166	26	,	,	PUNCT
aijes-7161	166	27	great	great	ADJ
aijes-7161	166	28	britain	britain	PROPN
aijes-7161	166	29	(	(	PUNCT
aijes-7161	166	30	usd	usd	PROPN
aijes-7161	166	31	535	535	NUM
aijes-7161	166	32	million	million	NUM
aijes-7161	166	33	)	)	PUNCT
aijes-7161	166	34	,	,	PUNCT
aijes-7161	166	35	cyprus	cyprus	PROPN
aijes-7161	166	36	(	(	PUNCT
aijes-7161	166	37	usd	usd	PROPN
aijes-7161	166	38	362	362	NUM
aijes-7161	166	39	million	million	NUM
aijes-7161	166	40	)	)	PUNCT
aijes-7161	166	41	,	,	PUNCT
aijes-7161	166	42	israel	israel	PROPN
aijes-7161	166	43	(	(	PUNCT
aijes-7161	166	44	usd	usd	NOUN
aijes-7161	166	45	293	293	NUM
aijes-7161	166	46	million	million	NUM
aijes-7161	166	47	)	)	PUNCT
aijes-7161	166	48	,	,	PUNCT
aijes-7161	166	49	germany	germany	PROPN
aijes-7161	166	50	(	(	PUNCT
aijes-7161	166	51	usd	usd	PROPN
aijes-7161	166	52	275	275	NUM
aijes-7161	166	53	million	million	NUM
aijes-7161	166	54	)	)	PUNCT
aijes-7161	166	55	,	,	PUNCT
aijes-7161	166	56	and	and	CCONJ
aijes-7161	166	57	switzerland	switzerland	NOUN
aijes-7161	166	58	(	(	PUNCT
aijes-7161	166	59	usd	usd	PROPN
aijes-7161	166	60	274	274	NUM
aijes-7161	166	61	million	million	NUM
aijes-7161	166	62	)	)	PUNCT
aijes-7161	166	63	.	.	PUNCT
aijes-7161	167	1	all	all	PRON
aijes-7161	167	2	of	of	ADP
aijes-7161	167	3	these	these	DET
aijes-7161	167	4	countries	country	NOUN
aijes-7161	167	5	are	be	AUX
aijes-7161	167	6	currently	currently	ADV
aijes-7161	167	7	experiencing	experience	VERB
aijes-7161	167	8	a	a	DET
aijes-7161	167	9	recession	recession	NOUN
aijes-7161	167	10	,	,	PUNCT
aijes-7161	167	11	and	and	CCONJ
aijes-7161	167	12	the	the	DET
aijes-7161	167	13	demand	demand	NOUN
aijes-7161	167	14	for	for	ADP
aijes-7161	167	15	ict	ict	PROPN
aijes-7161	167	16	services	service	NOUN
aijes-7161	167	17	is	be	AUX
aijes-7161	167	18	not	not	PART
aijes-7161	167	19	as	as	ADV
aijes-7161	167	20	high	high	ADJ
aijes-7161	167	21	as	as	SCONJ
aijes-7161	167	22	it	it	PRON
aijes-7161	167	23	was	be	AUX
aijes-7161	167	24	during	during	ADP
aijes-7161	167	25	covid-19	covid-19	PROPN
aijes-7161	167	26	.	.	PUNCT
aijes-7161	168	1	local	local	ADJ
aijes-7161	168	2	reasons	reason	NOUN
aijes-7161	168	3	are	be	AUX
aijes-7161	168	4	also	also	ADV
aijes-7161	168	5	worth	worth	ADJ
aijes-7161	168	6	highlighting	highlight	VERB
aijes-7161	168	7	:	:	PUNCT
aijes-7161	168	8	increased	increase	VERB
aijes-7161	168	9	investment	investment	NOUN
aijes-7161	168	10	risks	risk	NOUN
aijes-7161	168	11	due	due	ADJ
aijes-7161	168	12	to	to	ADP
aijes-7161	168	13	a	a	DET
aijes-7161	168	14	full	full	ADJ
aijes-7161	168	15	-	-	PUNCT
aijes-7161	168	16	scale	scale	NOUN
aijes-7161	168	17	invasion	invasion	NOUN
aijes-7161	168	18	and	and	CCONJ
aijes-7161	168	19	the	the	DET
aijes-7161	168	20	mobilization	mobilization	NOUN
aijes-7161	168	21	process	process	NOUN
aijes-7161	168	22	,	,	PUNCT
aijes-7161	168	23	which	which	PRON
aijes-7161	168	24	affects	affect	VERB
aijes-7161	168	25	the	the	DET
aijes-7161	168	26	number	number	NOUN
aijes-7161	168	27	of	of	ADP
aijes-7161	168	28	it	it	PRON
aijes-7161	168	29	professionals	professional	NOUN
aijes-7161	168	30	.	.	PUNCT
aijes-7161	169	1	discussions	discussion	NOUN
aijes-7161	169	2	thus	thus	ADV
aijes-7161	169	3	,	,	PUNCT
aijes-7161	169	4	the	the	DET
aijes-7161	169	5	use	use	NOUN
aijes-7161	169	6	of	of	ADP
aijes-7161	169	7	a	a	DET
aijes-7161	169	8	quantitative	quantitative	ADJ
aijes-7161	169	9	approach	approach	NOUN
aijes-7161	169	10	,	,	PUNCT
aijes-7161	169	11	specifically	specifically	ADV
aijes-7161	169	12	building	build	VERB
aijes-7161	169	13	a	a	DET
aijes-7161	169	14	nonlinear	nonlinear	ADJ
aijes-7161	169	15	regression	regression	NOUN
aijes-7161	169	16	model	model	NOUN
aijes-7161	169	17	,	,	PUNCT
aijes-7161	169	18	enabled	enable	VERB
aijes-7161	169	19	the	the	DET
aijes-7161	169	20	identification	identification	NOUN
aijes-7161	169	21	of	of	ADP
aijes-7161	169	22	the	the	DET
aijes-7161	169	23	impact	impact	NOUN
aijes-7161	169	24	of	of	ADP
aijes-7161	169	25	digitalization	digitalization	NOUN
aijes-7161	169	26	factors	factor	NOUN
aijes-7161	169	27	on	on	ADP
aijes-7161	169	28	the	the	DET
aijes-7161	169	29	resilience	resilience	NOUN
aijes-7161	169	30	of	of	ADP
aijes-7161	169	31	ukraine	ukraine	NOUN
aijes-7161	169	32	’s	’s	PART
aijes-7161	169	33	entrepreneurial	entrepreneurial	ADJ
aijes-7161	169	34	sector	sector	NOUN
aijes-7161	169	35	.	.	PUNCT
aijes-7161	170	1	according	accord	VERB
aijes-7161	170	2	to	to	ADP
aijes-7161	170	3	the	the	DET
aijes-7161	170	4	results	result	NOUN
aijes-7161	170	5	,	,	PUNCT
aijes-7161	170	6	the	the	DET
aijes-7161	170	7	most	most	ADV
aijes-7161	170	8	significant	significant	ADJ
aijes-7161	170	9	influence	influence	NOUN
aijes-7161	170	10	on	on	ADP
aijes-7161	170	11	value	value	NOUN
aijes-7161	170	12	added	add	VERB
aijes-7161	170	13	by	by	ADP
aijes-7161	170	14	production	production	NOUN
aijes-7161	170	15	costs	cost	NOUN
aijes-7161	170	16	of	of	ADP
aijes-7161	170	17	economic	economic	ADJ
aijes-7161	170	18	entities	entity	NOUN
aijes-7161	170	19	stems	stem	VERB
aijes-7161	170	20	from	from	ADP
aijes-7161	170	21	the	the	DET
aijes-7161	170	22	presence	presence	NOUN
aijes-7161	170	23	of	of	ADP
aijes-7161	170	24	ict	ict	PROPN
aijes-7161	170	25	specialists	specialist	NOUN
aijes-7161	170	26	in	in	ADP
aijes-7161	170	27	enterprises	enterprise	NOUN
aijes-7161	170	28	and	and	CCONJ
aijes-7161	170	29	the	the	DET
aijes-7161	170	30	adoption	adoption	NOUN
aijes-7161	170	31	of	of	ADP
aijes-7161	170	32	e	e	NOUN
aijes-7161	170	33	-	-	NOUN
aijes-7161	170	34	commerce	commerce	NOUN
aijes-7161	170	35	.	.	PUNCT
aijes-7161	171	1	the	the	DET
aijes-7161	171	2	presence	presence	NOUN
aijes-7161	171	3	of	of	ADP
aijes-7161	171	4	ict	ict	PROPN
aijes-7161	171	5	specialists	specialist	NOUN
aijes-7161	171	6	directly	directly	ADV
aijes-7161	171	7	affects	affect	VERB
aijes-7161	171	8	economic	economic	ADJ
aijes-7161	171	9	resilience	resilience	NOUN
aijes-7161	171	10	by	by	ADP
aijes-7161	171	11	ensuring	ensure	VERB
aijes-7161	171	12	productivity	productivity	NOUN
aijes-7161	171	13	and	and	CCONJ
aijes-7161	171	14	adaptability	adaptability	NOUN
aijes-7161	171	15	.	.	PUNCT
aijes-7161	172	1	employees	employee	NOUN
aijes-7161	172	2	with	with	ADP
aijes-7161	172	3	ict	ict	PROPN
aijes-7161	172	4	skills	skill	NOUN
aijes-7161	172	5	and	and	CCONJ
aijes-7161	172	6	,	,	PUNCT
aijes-7161	172	7	accordingly	accordingly	ADV
aijes-7161	172	8	,	,	PUNCT
aijes-7161	172	9	a	a	DET
aijes-7161	172	10	high	high	ADJ
aijes-7161	172	11	level	level	NOUN
aijes-7161	172	12	of	of	ADP
aijes-7161	172	13	digital	digital	ADJ
aijes-7161	172	14	culture	culture	NOUN
aijes-7161	172	15	,	,	PUNCT
aijes-7161	172	16	increase	increase	VERB
aijes-7161	172	17	resilience	resilience	NOUN
aijes-7161	172	18	,	,	PUNCT
aijes-7161	172	19	strengthening	strengthen	VERB
aijes-7161	172	20	the	the	DET
aijes-7161	172	21	enterprise	enterprise	NOUN
aijes-7161	172	22	's	's	PART
aijes-7161	172	23	innovation	innovation	NOUN
aijes-7161	172	24	potential	potential	NOUN
aijes-7161	172	25	,	,	PUNCT
aijes-7161	172	26	flexibility	flexibility	NOUN
aijes-7161	172	27	to	to	PART
aijes-7161	172	28	change	change	VERB
aijes-7161	172	29	and	and	CCONJ
aijes-7161	172	30	competitiveness	competitiveness	NOUN
aijes-7161	172	31	(	(	PUNCT
aijes-7161	172	32	serafimova	serafimova	PROPN
aijes-7161	172	33	&	&	CCONJ
aijes-7161	172	34	vasilev	vasilev	NOUN
aijes-7161	172	35	,	,	PUNCT
aijes-7161	172	36	2024	2024	NUM
aijes-7161	172	37	)	)	PUNCT
aijes-7161	172	38	.	.	PUNCT
aijes-7161	173	1	e	e	X
aijes-7161	173	2	-	-	NOUN
aijes-7161	173	3	commerce	commerce	NOUN
aijes-7161	173	4	,	,	PUNCT
aijes-7161	173	5	in	in	ADP
aijes-7161	173	6	turn	turn	NOUN
aijes-7161	173	7	,	,	PUNCT
aijes-7161	173	8	is	be	AUX
aijes-7161	173	9	no	no	PRON
aijes-7161	173	10	less	less	ADV
aijes-7161	173	11	important	important	ADJ
aijes-7161	173	12	for	for	ADP
aijes-7161	173	13	enterprise	enterprise	NOUN
aijes-7161	173	14	resilience	resilience	NOUN
aijes-7161	173	15	.	.	PUNCT
aijes-7161	174	1	enterprises	enterprise	NOUN
aijes-7161	174	2	that	that	PRON
aijes-7161	174	3	use	use	VERB
aijes-7161	174	4	e	e	NOUN
aijes-7161	174	5	-	-	NOUN
aijes-7161	174	6	commerce	commerce	NOUN
aijes-7161	174	7	as	as	ADP
aijes-7161	174	8	a	a	DET
aijes-7161	174	9	sales	sale	NOUN
aijes-7161	174	10	channel	channel	NOUN
aijes-7161	174	11	can	can	AUX
aijes-7161	174	12	respond	respond	VERB
aijes-7161	174	13	more	more	ADV
aijes-7161	174	14	swiftly	swiftly	ADV
aijes-7161	174	15	to	to	PART
aijes-7161	174	16	demand	demand	VERB
aijes-7161	174	17	fluctuations	fluctuation	NOUN
aijes-7161	174	18	,	,	PUNCT
aijes-7161	174	19	scale	scale	NOUN
aijes-7161	174	20	sales	sale	NOUN
aijes-7161	174	21	,	,	PUNCT
aijes-7161	174	22	and	and	CCONJ
aijes-7161	174	23	optimize	optimize	VERB
aijes-7161	174	24	transaction	transaction	NOUN
aijes-7161	174	25	costs	cost	NOUN
aijes-7161	174	26	.	.	PUNCT
aijes-7161	175	1	these	these	DET
aijes-7161	175	2	factors	factor	NOUN
aijes-7161	175	3	most	most	ADV
aijes-7161	175	4	significantly	significantly	ADV
aijes-7161	175	5	contribute	contribute	VERB
aijes-7161	175	6	to	to	ADP
aijes-7161	175	7	enhancing	enhance	VERB
aijes-7161	175	8	:	:	PUNCT
aijes-7161	175	9	(	(	PUNCT
aijes-7161	175	10	1	1	X
aijes-7161	175	11	)	)	PUNCT
aijes-7161	175	12	economic	economic	ADJ
aijes-7161	175	13	efficiency	efficiency	NOUN
aijes-7161	175	14	,	,	PUNCT
aijes-7161	175	15	(	(	PUNCT
aijes-7161	175	16	2	2	X
aijes-7161	175	17	)	)	PUNCT
aijes-7161	175	18	digital	digital	ADJ
aijes-7161	175	19	adaptability	adaptability	NOUN
aijes-7161	175	20	,	,	PUNCT
aijes-7161	175	21	and	and	CCONJ
aijes-7161	175	22	(	(	PUNCT
aijes-7161	175	23	3	3	X
aijes-7161	175	24	)	)	PUNCT
aijes-7161	175	25	resilience	resilience	NOUN
aijes-7161	175	26	to	to	ADP
aijes-7161	175	27	external	external	ADJ
aijes-7161	175	28	shocks	shock	NOUN
aijes-7161	175	29	.	.	PUNCT
aijes-7161	176	1	however	however	ADV
aijes-7161	176	2	,	,	PUNCT
aijes-7161	176	3	the	the	DET
aijes-7161	176	4	results	result	NOUN
aijes-7161	176	5	of	of	ADP
aijes-7161	176	6	the	the	DET
aijes-7161	176	7	digital	digital	ADJ
aijes-7161	176	8	technology	technology	NOUN
aijes-7161	176	9	penetration	penetration	NOUN
aijes-7161	176	10	index	index	NOUN
aijes-7161	176	11	for	for	ADP
aijes-7161	176	12	ukraine	ukraine	NOUN
aijes-7161	176	13	's	's	PART
aijes-7161	176	14	entrepreneurial	entrepreneurial	ADJ
aijes-7161	176	15	sector	sector	NOUN
aijes-7161	176	16	indicate	indicate	VERB
aijes-7161	176	17	that	that	SCONJ
aijes-7161	176	18	processes	process	NOUN
aijes-7161	176	19	related	relate	VERB
aijes-7161	176	20	to	to	ADP
aijes-7161	176	21	e	e	NOUN
aijes-7161	176	22	-	-	NOUN
aijes-7161	176	23	commerce	commerce	NOUN
aijes-7161	176	24	and	and	CCONJ
aijes-7161	176	25	the	the	DET
aijes-7161	176	26	employment	employment	NOUN
aijes-7161	176	27	of	of	ADP
aijes-7161	176	28	ict	ict	PROPN
aijes-7161	176	29	specialists	specialist	NOUN
aijes-7161	176	30	remain	remain	VERB
aijes-7161	176	31	among	among	ADP
aijes-7161	176	32	the	the	DET
aijes-7161	176	33	weak	weak	ADJ
aijes-7161	176	34	points	point	NOUN
aijes-7161	176	35	of	of	ADP
aijes-7161	176	36	the	the	DET
aijes-7161	176	37	national	national	ADJ
aijes-7161	176	38	economy	economy	NOUN
aijes-7161	176	39	,	,	PUNCT
aijes-7161	176	40	as	as	SCONJ
aijes-7161	176	41	their	their	PRON
aijes-7161	176	42	values	value	NOUN
aijes-7161	176	43	fall	fall	VERB
aijes-7161	176	44	below	below	ADP
aijes-7161	176	45	threshold	threshold	NOUN
aijes-7161	176	46	levels	level	NOUN
aijes-7161	176	47	.	.	PUNCT
aijes-7161	177	1	this	this	PRON
aijes-7161	177	2	undoubtedly	undoubtedly	ADV
aijes-7161	177	3	limits	limit	VERB
aijes-7161	177	4	the	the	DET
aijes-7161	177	5	resilience	resilience	NOUN
aijes-7161	177	6	of	of	ADP
aijes-7161	177	7	ukraine	ukraine	NOUN
aijes-7161	177	8	’s	’s	PART
aijes-7161	177	9	entrepreneurial	entrepreneurial	ADJ
aijes-7161	177	10	sector	sector	NOUN
aijes-7161	177	11	.	.	PUNCT
aijes-7161	178	1	firstly	firstly	ADV
aijes-7161	178	2	,	,	PUNCT
aijes-7161	178	3	there	there	PRON
aijes-7161	178	4	is	be	VERB
aijes-7161	178	5	a	a	DET
aijes-7161	178	6	substantial	substantial	ADJ
aijes-7161	178	7	negative	negative	ADJ
aijes-7161	178	8	impact	impact	NOUN
aijes-7161	178	9	on	on	ADP
aijes-7161	178	10	adaptability	adaptability	NOUN
aijes-7161	178	11	—	—	PUNCT
aijes-7161	178	12	in	in	ADP
aijes-7161	178	13	the	the	DET
aijes-7161	178	14	case	case	NOUN
aijes-7161	178	15	of	of	ADP
aijes-7161	178	16	macroeconomic	macroeconomic	ADJ
aijes-7161	178	17	or	or	CCONJ
aijes-7161	178	18	geopolitical	geopolitical	ADJ
aijes-7161	178	19	shocks	shock	NOUN
aijes-7161	178	20	(	(	PUNCT
aijes-7161	178	21	such	such	ADJ
aijes-7161	178	22	as	as	ADP
aijes-7161	178	23	the	the	DET
aijes-7161	178	24	onset	onset	NOUN
aijes-7161	178	25	of	of	ADP
aijes-7161	178	26	the	the	DET
aijes-7161	178	27	full	full	ADJ
aijes-7161	178	28	-	-	PUNCT
aijes-7161	178	29	scale	scale	NOUN
aijes-7161	178	30	invasion	invasion	NOUN
aijes-7161	178	31	)	)	PUNCT
aijes-7161	178	32	,	,	PUNCT
aijes-7161	178	33	enterprises	enterprise	NOUN
aijes-7161	178	34	lacking	lack	VERB
aijes-7161	178	35	digital	digital	ADJ
aijes-7161	178	36	sales	sale	NOUN
aijes-7161	178	37	channels	channel	NOUN
aijes-7161	178	38	or	or	CCONJ
aijes-7161	178	39	automated	automate	VERB
aijes-7161	178	40	processes	process	NOUN
aijes-7161	178	41	are	be	AUX
aijes-7161	178	42	less	less	ADV
aijes-7161	178	43	able	able	ADJ
aijes-7161	178	44	to	to	PART
aijes-7161	178	45	adapt	adapt	VERB
aijes-7161	178	46	to	to	ADP
aijes-7161	178	47	changes	change	NOUN
aijes-7161	178	48	.	.	PUNCT
aijes-7161	179	1	secondly	secondly	ADV
aijes-7161	179	2	,	,	PUNCT
aijes-7161	179	3	this	this	PRON
aijes-7161	179	4	contributes	contribute	VERB
aijes-7161	179	5	to	to	ADP
aijes-7161	179	6	reduced	reduce	VERB
aijes-7161	179	7	competitiveness	competitiveness	NOUN
aijes-7161	179	8	across	across	ADP
aijes-7161	179	9	the	the	DET
aijes-7161	179	10	economy	economy	NOUN
aijes-7161	179	11	,	,	PUNCT
aijes-7161	179	12	as	as	SCONJ
aijes-7161	179	13	a	a	DET
aijes-7161	179	14	low	low	ADJ
aijes-7161	179	15	percentage	percentage	NOUN
aijes-7161	179	16	of	of	ADP
aijes-7161	179	17	ict	ict	NOUN
aijes-7161	179	18	specialists	specialist	NOUN
aijes-7161	179	19	constrains	constrain	VERB
aijes-7161	179	20	the	the	DET
aijes-7161	179	21	adoption	adoption	NOUN
aijes-7161	179	22	of	of	ADP
aijes-7161	179	23	advanced	advanced	ADJ
aijes-7161	179	24	digital	digital	ADJ
aijes-7161	179	25	technologies	technology	NOUN
aijes-7161	179	26	.	.	PUNCT
aijes-7161	180	1	alyona	alyona	PROPN
aijes-7161	180	2	sorokina	sorokina	PROPN
aijes-7161	180	3	,	,	PUNCT
aijes-7161	180	4	larysa	larysa	PROPN
aijes-7161	180	5	lebedeva	lebedeva	PROPN
aijes-7161	180	6	313	313	NUM
aijes-7161	180	7	despite	despite	SCONJ
aijes-7161	180	8	the	the	DET
aijes-7161	180	9	comprehensive	comprehensive	ADJ
aijes-7161	180	10	analysis	analysis	NOUN
aijes-7161	180	11	,	,	PUNCT
aijes-7161	180	12	the	the	DET
aijes-7161	180	13	research	research	NOUN
aijes-7161	180	14	has	have	VERB
aijes-7161	180	15	certain	certain	ADJ
aijes-7161	180	16	limitations	limitation	NOUN
aijes-7161	180	17	.	.	PUNCT
aijes-7161	181	1	the	the	DET
aijes-7161	181	2	most	most	ADV
aijes-7161	181	3	significant	significant	ADJ
aijes-7161	181	4	limitation	limitation	NOUN
aijes-7161	181	5	relates	relate	VERB
aijes-7161	181	6	to	to	ADP
aijes-7161	181	7	the	the	DET
aijes-7161	181	8	use	use	NOUN
aijes-7161	181	9	of	of	ADP
aijes-7161	181	10	statistical	statistical	ADJ
aijes-7161	181	11	data	datum	NOUN
aijes-7161	181	12	.	.	PUNCT
aijes-7161	182	1	it	it	PRON
aijes-7161	182	2	would	would	AUX
aijes-7161	182	3	have	have	AUX
aijes-7161	182	4	been	be	AUX
aijes-7161	182	5	preferable	preferable	ADJ
aijes-7161	182	6	to	to	PART
aijes-7161	182	7	analyze	analyze	VERB
aijes-7161	182	8	a	a	DET
aijes-7161	182	9	longer	long	ADJ
aijes-7161	182	10	time	time	NOUN
aijes-7161	182	11	period	period	NOUN
aijes-7161	182	12	,	,	PUNCT
aijes-7161	182	13	thereby	thereby	ADV
aijes-7161	182	14	obtaining	obtain	VERB
aijes-7161	182	15	more	more	ADJ
aijes-7161	182	16	regression	regression	NOUN
aijes-7161	182	17	observations	observation	NOUN
aijes-7161	182	18	,	,	PUNCT
aijes-7161	182	19	which	which	PRON
aijes-7161	182	20	would	would	AUX
aijes-7161	182	21	have	have	AUX
aijes-7161	182	22	greatly	greatly	ADV
aijes-7161	182	23	increased	increase	VERB
aijes-7161	182	24	the	the	DET
aijes-7161	182	25	accuracy	accuracy	NOUN
aijes-7161	182	26	of	of	ADP
aijes-7161	182	27	the	the	DET
aijes-7161	182	28	results	result	NOUN
aijes-7161	182	29	.	.	PUNCT
aijes-7161	183	1	however	however	ADV
aijes-7161	183	2	,	,	PUNCT
aijes-7161	183	3	official	official	ADJ
aijes-7161	183	4	data	datum	NOUN
aijes-7161	183	5	for	for	ADP
aijes-7161	183	6	some	some	DET
aijes-7161	183	7	selected	select	VERB
aijes-7161	183	8	indicators	indicator	NOUN
aijes-7161	183	9	were	be	AUX
aijes-7161	183	10	unavailable	unavailable	ADJ
aijes-7161	183	11	.	.	PUNCT
aijes-7161	184	1	this	this	PRON
aijes-7161	184	2	affected	affect	VERB
aijes-7161	184	3	both	both	DET
aijes-7161	184	4	the	the	DET
aijes-7161	184	5	time	time	NOUN
aijes-7161	184	6	frame	frame	NOUN
aijes-7161	184	7	for	for	ADP
aijes-7161	184	8	the	the	DET
aijes-7161	184	9	regression	regression	NOUN
aijes-7161	184	10	model	model	NOUN
aijes-7161	184	11	and	and	CCONJ
aijes-7161	184	12	the	the	DET
aijes-7161	184	13	calculation	calculation	NOUN
aijes-7161	184	14	of	of	ADP
aijes-7161	184	15	the	the	DET
aijes-7161	184	16	digital	digital	ADJ
aijes-7161	184	17	technology	technology	NOUN
aijes-7161	184	18	penetration	penetration	NOUN
aijes-7161	184	19	index	index	NOUN
aijes-7161	184	20	.	.	PUNCT
aijes-7161	185	1	as	as	SCONJ
aijes-7161	185	2	noted	note	VERB
aijes-7161	185	3	,	,	PUNCT
aijes-7161	185	4	the	the	DET
aijes-7161	185	5	index	index	NOUN
aijes-7161	185	6	was	be	AUX
aijes-7161	185	7	calculated	calculate	VERB
aijes-7161	185	8	only	only	ADV
aijes-7161	185	9	for	for	ADP
aijes-7161	185	10	2022	2022	NUM
aijes-7161	185	11	,	,	PUNCT
aijes-7161	185	12	which	which	PRON
aijes-7161	185	13	considerably	considerably	ADV
aijes-7161	185	14	limits	limit	VERB
aijes-7161	185	15	the	the	DET
aijes-7161	185	16	ability	ability	NOUN
aijes-7161	185	17	to	to	PART
aijes-7161	185	18	draw	draw	VERB
aijes-7161	185	19	precise	precise	ADJ
aijes-7161	185	20	conclusions	conclusion	NOUN
aijes-7161	185	21	.	.	PUNCT
aijes-7161	186	1	nevertheless	nevertheless	ADV
aijes-7161	186	2	,	,	PUNCT
aijes-7161	186	3	this	this	DET
aijes-7161	186	4	period	period	NOUN
aijes-7161	186	5	provided	provide	VERB
aijes-7161	186	6	the	the	DET
aijes-7161	186	7	most	most	ADV
aijes-7161	186	8	comprehensive	comprehensive	ADJ
aijes-7161	186	9	set	set	NOUN
aijes-7161	186	10	of	of	ADP
aijes-7161	186	11	statistical	statistical	ADJ
aijes-7161	186	12	data	datum	NOUN
aijes-7161	186	13	for	for	ADP
aijes-7161	186	14	the	the	DET
aijes-7161	186	15	selected	select	VERB
aijes-7161	186	16	indicators	indicator	NOUN
aijes-7161	186	17	.	.	PUNCT
aijes-7161	187	1	the	the	DET
aijes-7161	187	2	choice	choice	NOUN
aijes-7161	187	3	of	of	ADP
aijes-7161	187	4	threshold	threshold	NOUN
aijes-7161	187	5	values	value	NOUN
aijes-7161	187	6	for	for	ADP
aijes-7161	187	7	the	the	DET
aijes-7161	187	8	index	index	NOUN
aijes-7161	187	9	indicators	indicator	NOUN
aijes-7161	187	10	is	be	AUX
aijes-7161	187	11	also	also	ADV
aijes-7161	187	12	a	a	DET
aijes-7161	187	13	matter	matter	NOUN
aijes-7161	187	14	of	of	ADP
aijes-7161	187	15	discussion	discussion	NOUN
aijes-7161	187	16	.	.	PUNCT
aijes-7161	188	1	in	in	ADP
aijes-7161	188	2	most	most	ADJ
aijes-7161	188	3	cases	case	NOUN
aijes-7161	188	4	,	,	PUNCT
aijes-7161	188	5	their	their	PRON
aijes-7161	188	6	development	development	NOUN
aijes-7161	188	7	is	be	AUX
aijes-7161	188	8	based	base	VERB
aijes-7161	188	9	on	on	ADP
aijes-7161	188	10	a	a	DET
aijes-7161	188	11	quantitative	quantitative	ADJ
aijes-7161	188	12	method	method	NOUN
aijes-7161	188	13	,	,	PUNCT
aijes-7161	188	14	i.e.	i.e.	X
aijes-7161	188	15	,	,	PUNCT
aijes-7161	188	16	calculating	calculate	VERB
aijes-7161	188	17	the	the	DET
aijes-7161	188	18	median	median	ADJ
aijes-7161	188	19	value	value	NOUN
aijes-7161	188	20	among	among	ADP
aijes-7161	188	21	the	the	DET
aijes-7161	188	22	results	result	NOUN
aijes-7161	188	23	of	of	ADP
aijes-7161	188	24	the	the	DET
aijes-7161	188	25	european	european	PROPN
aijes-7161	188	26	union	union	PROPN
aijes-7161	188	27	countries	country	NOUN
aijes-7161	188	28	,	,	PUNCT
aijes-7161	188	29	but	but	CCONJ
aijes-7161	188	30	certain	certain	ADJ
aijes-7161	188	31	qualitative	qualitative	ADJ
aijes-7161	188	32	characteristics	characteristic	NOUN
aijes-7161	188	33	were	be	AUX
aijes-7161	188	34	also	also	ADV
aijes-7161	188	35	taken	take	VERB
aijes-7161	188	36	into	into	ADP
aijes-7161	188	37	account	account	NOUN
aijes-7161	188	38	(	(	PUNCT
aijes-7161	188	39	such	such	ADJ
aijes-7161	188	40	as	as	ADP
aijes-7161	188	41	the	the	DET
aijes-7161	188	42	historical	historical	ADJ
aijes-7161	188	43	context	context	NOUN
aijes-7161	188	44	of	of	ADP
aijes-7161	188	45	ukraine	ukraine	NOUN
aijes-7161	188	46	's	's	PART
aijes-7161	188	47	economic	economic	ADJ
aijes-7161	188	48	development	development	NOUN
aijes-7161	188	49	,	,	PUNCT
aijes-7161	188	50	the	the	DET
aijes-7161	188	51	pace	pace	NOUN
aijes-7161	188	52	of	of	ADP
aijes-7161	188	53	digitalization	digitalization	NOUN
aijes-7161	188	54	and	and	CCONJ
aijes-7161	188	55	its	its	PRON
aijes-7161	188	56	strategic	strategic	ADJ
aijes-7161	188	57	vision	vision	NOUN
aijes-7161	188	58	in	in	ADP
aijes-7161	188	59	the	the	DET
aijes-7161	188	60	country	country	NOUN
aijes-7161	188	61	,	,	PUNCT
aijes-7161	188	62	current	current	ADJ
aijes-7161	188	63	shocks	shock	NOUN
aijes-7161	188	64	,	,	PUNCT
aijes-7161	188	65	etc	etc	X
aijes-7161	188	66	.	.	X
aijes-7161	188	67	)	)	PUNCT
aijes-7161	188	68	,	,	PUNCT
aijes-7161	188	69	which	which	PRON
aijes-7161	188	70	indicates	indicate	VERB
aijes-7161	188	71	a	a	DET
aijes-7161	188	72	degree	degree	NOUN
aijes-7161	188	73	of	of	ADP
aijes-7161	188	74	subjectivity	subjectivity	NOUN
aijes-7161	188	75	in	in	ADP
aijes-7161	188	76	this	this	DET
aijes-7161	188	77	approach	approach	NOUN
aijes-7161	188	78	.	.	PUNCT
aijes-7161	189	1	considering	consider	VERB
aijes-7161	189	2	the	the	DET
aijes-7161	189	3	results	result	NOUN
aijes-7161	189	4	and	and	CCONJ
aijes-7161	189	5	limitations	limitation	NOUN
aijes-7161	189	6	,	,	PUNCT
aijes-7161	189	7	the	the	DET
aijes-7161	189	8	study	study	NOUN
aijes-7161	189	9	has	have	VERB
aijes-7161	189	10	the	the	DET
aijes-7161	189	11	potential	potential	NOUN
aijes-7161	189	12	for	for	ADP
aijes-7161	189	13	further	further	ADJ
aijes-7161	189	14	development	development	NOUN
aijes-7161	189	15	.	.	PUNCT
aijes-7161	190	1	the	the	DET
aijes-7161	190	2	publication	publication	NOUN
aijes-7161	190	3	of	of	ADP
aijes-7161	190	4	official	official	ADJ
aijes-7161	190	5	statistics	statistic	NOUN
aijes-7161	190	6	for	for	ADP
aijes-7161	190	7	more	more	ADV
aijes-7161	190	8	specific	specific	ADJ
aijes-7161	190	9	indicators	indicator	NOUN
aijes-7161	190	10	(	(	PUNCT
aijes-7161	190	11	e.g.	e.g.	ADV
aijes-7161	190	12	,	,	PUNCT
aijes-7161	190	13	cybersecurity	cybersecurity	NOUN
aijes-7161	190	14	,	,	PUNCT
aijes-7161	190	15	cloud	cloud	NOUN
aijes-7161	190	16	computing	computing	NOUN
aijes-7161	190	17	,	,	PUNCT
aijes-7161	190	18	and	and	CCONJ
aijes-7161	190	19	ai	ai	VERB
aijes-7161	190	20	)	)	PUNCT
aijes-7161	190	21	is	be	AUX
aijes-7161	190	22	becoming	become	VERB
aijes-7161	190	23	regular	regular	ADJ
aijes-7161	190	24	,	,	PUNCT
aijes-7161	190	25	so	so	SCONJ
aijes-7161	190	26	it	it	PRON
aijes-7161	190	27	is	be	AUX
aijes-7161	190	28	expected	expect	VERB
aijes-7161	190	29	that	that	SCONJ
aijes-7161	190	30	it	it	PRON
aijes-7161	190	31	will	will	AUX
aijes-7161	190	32	be	be	AUX
aijes-7161	190	33	possible	possible	ADJ
aijes-7161	190	34	to	to	PART
aijes-7161	190	35	assess	assess	VERB
aijes-7161	190	36	longer	long	ADJ
aijes-7161	190	37	time	time	NOUN
aijes-7161	190	38	periods	period	NOUN
aijes-7161	190	39	in	in	ADP
aijes-7161	190	40	the	the	DET
aijes-7161	190	41	future	future	NOUN
aijes-7161	190	42	and	and	CCONJ
aijes-7161	190	43	expand	expand	VERB
aijes-7161	190	44	the	the	DET
aijes-7161	190	45	analysis	analysis	NOUN
aijes-7161	190	46	of	of	ADP
aijes-7161	190	47	the	the	DET
aijes-7161	190	48	index	index	NOUN
aijes-7161	190	49	indicators	indicator	NOUN
aijes-7161	190	50	,	,	PUNCT
aijes-7161	190	51	which	which	PRON
aijes-7161	190	52	will	will	AUX
aijes-7161	190	53	make	make	VERB
aijes-7161	190	54	the	the	DET
aijes-7161	190	55	analysis	analysis	NOUN
aijes-7161	190	56	more	more	ADV
aijes-7161	190	57	accurate	accurate	ADJ
aijes-7161	190	58	and	and	CCONJ
aijes-7161	190	59	comprehensive	comprehensive	ADJ
aijes-7161	190	60	.	.	PUNCT
aijes-7161	191	1	additionally	additionally	ADV
aijes-7161	191	2	,	,	PUNCT
aijes-7161	191	3	sectoral	sectoral	ADJ
aijes-7161	191	4	analysis	analysis	NOUN
aijes-7161	191	5	warrants	warrant	NOUN
aijes-7161	191	6	attention	attention	NOUN
aijes-7161	191	7	.	.	PUNCT
aijes-7161	192	1	understanding	understand	VERB
aijes-7161	192	2	that	that	SCONJ
aijes-7161	192	3	digitalization	digitalization	NOUN
aijes-7161	192	4	factors	factor	NOUN
aijes-7161	192	5	do	do	AUX
aijes-7161	192	6	have	have	VERB
aijes-7161	192	7	a	a	DET
aijes-7161	192	8	positive	positive	ADJ
aijes-7161	192	9	impact	impact	NOUN
aijes-7161	192	10	on	on	ADP
aijes-7161	192	11	the	the	DET
aijes-7161	192	12	resilience	resilience	NOUN
aijes-7161	192	13	of	of	ADP
aijes-7161	192	14	enterprises	enterprise	NOUN
aijes-7161	192	15	,	,	PUNCT
aijes-7161	192	16	the	the	DET
aijes-7161	192	17	question	question	NOUN
aijes-7161	192	18	arises	arise	VERB
aijes-7161	192	19	as	as	ADP
aijes-7161	192	20	to	to	PART
aijes-7161	192	21	which	which	PRON
aijes-7161	192	22	industries	industry	NOUN
aijes-7161	192	23	are	be	AUX
aijes-7161	192	24	more	more	ADV
aijes-7161	192	25	affected	affected	ADJ
aijes-7161	192	26	and	and	CCONJ
aijes-7161	192	27	whether	whether	SCONJ
aijes-7161	192	28	digitalization	digitalization	NOUN
aijes-7161	192	29	is	be	AUX
aijes-7161	192	30	a	a	DET
aijes-7161	192	31	key	key	ADJ
aijes-7161	192	32	factor	factor	NOUN
aijes-7161	192	33	for	for	ADP
aijes-7161	192	34	all	all	DET
aijes-7161	192	35	industries	industry	NOUN
aijes-7161	192	36	.	.	PUNCT
aijes-7161	193	1	in	in	ADP
aijes-7161	193	2	this	this	DET
aijes-7161	193	3	regard	regard	NOUN
aijes-7161	193	4	,	,	PUNCT
aijes-7161	193	5	it	it	PRON
aijes-7161	193	6	would	would	AUX
aijes-7161	193	7	be	be	AUX
aijes-7161	193	8	valuable	valuable	ADJ
aijes-7161	193	9	to	to	PART
aijes-7161	193	10	compare	compare	VERB
aijes-7161	193	11	the	the	DET
aijes-7161	193	12	most	most	ADV
aijes-7161	193	13	significant	significant	ADJ
aijes-7161	193	14	sectors	sector	NOUN
aijes-7161	193	15	contributing	contribute	VERB
aijes-7161	193	16	to	to	ADP
aijes-7161	193	17	ukraine	ukraine	PROPN
aijes-7161	193	18	’s	’s	PART
aijes-7161	193	19	gdp	gdp	NOUN
aijes-7161	193	20	and	and	CCONJ
aijes-7161	193	21	assess	assess	VERB
aijes-7161	193	22	the	the	DET
aijes-7161	193	23	impact	impact	NOUN
aijes-7161	193	24	of	of	ADP
aijes-7161	193	25	digitalization	digitalization	NOUN
aijes-7161	193	26	factors	factor	NOUN
aijes-7161	193	27	on	on	ADP
aijes-7161	193	28	them	they	PRON
aijes-7161	193	29	.	.	PUNCT
aijes-7161	194	1	also	also	ADV
aijes-7161	194	2	,	,	PUNCT
aijes-7161	194	3	since	since	SCONJ
aijes-7161	194	4	the	the	DET
aijes-7161	194	5	research	research	NOUN
aijes-7161	194	6	is	be	AUX
aijes-7161	194	7	partly	partly	ADV
aijes-7161	194	8	based	base	VERB
aijes-7161	194	9	on	on	ADP
aijes-7161	194	10	a	a	DET
aijes-7161	194	11	comparison	comparison	NOUN
aijes-7161	194	12	of	of	ADP
aijes-7161	194	13	ukraine	ukraine	NOUN
aijes-7161	194	14	's	's	PART
aijes-7161	194	15	experience	experience	NOUN
aijes-7161	194	16	with	with	ADP
aijes-7161	194	17	the	the	DET
aijes-7161	194	18	eu	eu	PROPN
aijes-7161	194	19	countries	country	NOUN
aijes-7161	194	20	,	,	PUNCT
aijes-7161	194	21	there	there	PRON
aijes-7161	194	22	is	be	VERB
aijes-7161	194	23	a	a	DET
aijes-7161	194	24	need	need	NOUN
aijes-7161	194	25	for	for	ADP
aijes-7161	194	26	a	a	DET
aijes-7161	194	27	broader	broad	ADJ
aijes-7161	194	28	analysis	analysis	NOUN
aijes-7161	194	29	:	:	PUNCT
aijes-7161	194	30	a	a	DET
aijes-7161	194	31	comparison	comparison	NOUN
aijes-7161	194	32	of	of	ADP
aijes-7161	194	33	regression	regression	NOUN
aijes-7161	194	34	analysis	analysis	NOUN
aijes-7161	194	35	of	of	ADP
aijes-7161	194	36	the	the	DET
aijes-7161	194	37	impact	impact	NOUN
aijes-7161	194	38	of	of	ADP
aijes-7161	194	39	digitalization	digitalization	NOUN
aijes-7161	194	40	on	on	ADP
aijes-7161	194	41	eu	eu	PROPN
aijes-7161	194	42	and	and	CCONJ
aijes-7161	194	43	ukrainian	ukrainian	ADJ
aijes-7161	194	44	enterprises	enterprise	NOUN
aijes-7161	194	45	,	,	PUNCT
aijes-7161	194	46	and	and	CCONJ
aijes-7161	194	47	a	a	DET
aijes-7161	194	48	study	study	NOUN
aijes-7161	194	49	of	of	ADP
aijes-7161	194	50	the	the	DET
aijes-7161	194	51	experience	experience	NOUN
aijes-7161	194	52	of	of	ADP
aijes-7161	194	53	european	european	ADJ
aijes-7161	194	54	countries	country	NOUN
aijes-7161	194	55	.	.	PUNCT
aijes-7161	195	1	although	although	SCONJ
aijes-7161	195	2	the	the	DET
aijes-7161	195	3	results	result	NOUN
aijes-7161	195	4	of	of	ADP
aijes-7161	195	5	the	the	DET
aijes-7161	195	6	study	study	NOUN
aijes-7161	195	7	and	and	CCONJ
aijes-7161	195	8	the	the	DET
aijes-7161	195	9	developed	develop	VERB
aijes-7161	195	10	index	index	NOUN
aijes-7161	195	11	are	be	AUX
aijes-7161	195	12	adapted	adapt	VERB
aijes-7161	195	13	to	to	ADP
aijes-7161	195	14	the	the	DET
aijes-7161	195	15	economic	economic	ADJ
aijes-7161	195	16	conditions	condition	NOUN
aijes-7161	195	17	of	of	ADP
aijes-7161	195	18	ukraine	ukraine	NOUN
aijes-7161	195	19	and	and	CCONJ
aijes-7161	195	20	there	there	PRON
aijes-7161	195	21	is	be	VERB
aijes-7161	195	22	no	no	DET
aijes-7161	195	23	direct	direct	ADJ
aijes-7161	195	24	generalization	generalization	NOUN
aijes-7161	195	25	of	of	ADP
aijes-7161	195	26	the	the	DET
aijes-7161	195	27	study	study	NOUN
aijes-7161	195	28	,	,	PUNCT
aijes-7161	195	29	it	it	PRON
aijes-7161	195	30	is	be	AUX
aijes-7161	195	31	possible	possible	ADJ
aijes-7161	195	32	to	to	PART
aijes-7161	195	33	adapt	adapt	VERB
aijes-7161	195	34	the	the	DET
aijes-7161	195	35	methodology	methodology	NOUN
aijes-7161	195	36	and	and	CCONJ
aijes-7161	195	37	structure	structure	NOUN
aijes-7161	195	38	of	of	ADP
aijes-7161	195	39	the	the	DET
aijes-7161	195	40	research	research	NOUN
aijes-7161	195	41	to	to	ADP
aijes-7161	195	42	other	other	ADJ
aijes-7161	195	43	countries	country	NOUN
aijes-7161	195	44	.	.	PUNCT
aijes-7161	196	1	references	reference	NOUN
aijes-7161	196	2	1	1	NUM
aijes-7161	196	3	.	.	X
aijes-7161	197	1	wang	wang	PROPN
aijes-7161	197	2	,	,	PUNCT
aijes-7161	197	3	z.	z.	PROPN
aijes-7161	197	4	,	,	PUNCT
aijes-7161	197	5	lin	lin	PROPN
aijes-7161	197	6	,	,	PUNCT
aijes-7161	197	7	s.	s.	PROPN
aijes-7161	197	8	,	,	PUNCT
aijes-7161	197	9	chen	chen	PROPN
aijes-7161	197	10	,	,	PUNCT
aijes-7161	197	11	y.	y.	PROPN
aijes-7161	197	12	,	,	PUNCT
aijes-7161	197	13	lyulyov	lyulyov	PROPN
aijes-7161	197	14	,	,	PUNCT
aijes-7161	197	15	o.	o.	NOUN
aijes-7161	197	16	,	,	PUNCT
aijes-7161	197	17	&	&	CCONJ
aijes-7161	197	18	pimonenko	pimonenko	PROPN
aijes-7161	197	19	,	,	PUNCT
aijes-7161	197	20	t.	t.	PROPN
aijes-7161	197	21	(	(	PUNCT
aijes-7161	197	22	2023	2023	NUM
aijes-7161	197	23	)	)	PUNCT
aijes-7161	197	24	.	.	PUNCT
aijes-7161	198	1	digitalization	digitalization	NOUN
aijes-7161	198	2	effect	effect	NOUN
aijes-7161	198	3	on	on	ADP
aijes-7161	198	4	business	business	NOUN
aijes-7161	198	5	performance	performance	NOUN
aijes-7161	198	6	:	:	PUNCT
aijes-7161	198	7	role	role	NOUN
aijes-7161	198	8	of	of	ADP
aijes-7161	198	9	business	business	NOUN
aijes-7161	198	10	model	model	NOUN
aijes-7161	198	11	innovation	innovation	NOUN
aijes-7161	198	12	.	.	PUNCT
aijes-7161	199	1	sustainability	sustainability	NOUN
aijes-7161	199	2	,	,	PUNCT
aijes-7161	199	3	15(11	15(11	NUM
aijes-7161	199	4	)	)	PUNCT
aijes-7161	199	5	,	,	PUNCT
aijes-7161	199	6	9020	9020	NUM
aijes-7161	199	7	.	.	PUNCT
aijes-7161	200	1	https://doi.org/10.3390/su15119020	https://doi.org/10.3390/su15119020	VERB
aijes-7161	200	2	2	2	X
aijes-7161	200	3	.	.	PUNCT
aijes-7161	201	1	caputo	caputo	PROPN
aijes-7161	201	2	,	,	PUNCT
aijes-7161	201	3	a.	a.	PROPN
aijes-7161	201	4	,	,	PUNCT
aijes-7161	201	5	pizzi	pizzi	PROPN
aijes-7161	201	6	,	,	PUNCT
aijes-7161	201	7	s.	s.	PROPN
aijes-7161	201	8	,	,	PUNCT
aijes-7161	201	9	pellegrini	pellegrini	PROPN
aijes-7161	201	10	,	,	PUNCT
aijes-7161	201	11	m.	m.	NOUN
aijes-7161	201	12	m.	m.	NOUN
aijes-7161	201	13	,	,	PUNCT
aijes-7161	201	14	&	&	CCONJ
aijes-7161	201	15	dabić	dabić	NOUN
aijes-7161	201	16	,	,	PUNCT
aijes-7161	201	17	m.	m.	NOUN
aijes-7161	201	18	(	(	PUNCT
aijes-7161	201	19	2020	2020	NUM
aijes-7161	201	20	)	)	PUNCT
aijes-7161	201	21	.	.	PUNCT
aijes-7161	202	1	digitalization	digitalization	NOUN
aijes-7161	202	2	and	and	CCONJ
aijes-7161	202	3	business	business	NOUN
aijes-7161	202	4	models	model	NOUN
aijes-7161	202	5	:	:	PUNCT
aijes-7161	202	6	where	where	SCONJ
aijes-7161	202	7	are	be	AUX
aijes-7161	202	8	we	we	PRON
aijes-7161	202	9	going	go	VERB
aijes-7161	202	10	?	?	PUNCT
aijes-7161	203	1	a	a	DET
aijes-7161	203	2	science	science	NOUN
aijes-7161	203	3	map	map	NOUN
aijes-7161	203	4	of	of	ADP
aijes-7161	203	5	the	the	DET
aijes-7161	203	6	field	field	NOUN
aijes-7161	203	7	.	.	PUNCT
aijes-7161	204	1	journal	journal	NOUN
aijes-7161	204	2	of	of	ADP
aijes-7161	204	3	business	business	NOUN
aijes-7161	204	4	research	research	NOUN
aijes-7161	204	5	,	,	PUNCT
aijes-7161	204	6	123	123	NUM
aijes-7161	204	7	,	,	PUNCT
aijes-7161	204	8	489–501	489–501	NUM
aijes-7161	204	9	.	.	PUNCT
aijes-7161	205	1	https://doi.org/10.1016/j.jbusres.2020.09.053	https://doi.org/10.1016/j.jbusres.2020.09.053	PROPN
aijes-7161	205	2	3	3	NUM
aijes-7161	205	3	.	.	PUNCT
aijes-7161	205	4	bican	bican	PROPN
aijes-7161	205	5	,	,	PUNCT
aijes-7161	205	6	p.	p.	NOUN
aijes-7161	205	7	m.	m.	NOUN
aijes-7161	205	8	,	,	PUNCT
aijes-7161	205	9	&	&	CCONJ
aijes-7161	205	10	brem	brem	PROPN
aijes-7161	205	11	,	,	PUNCT
aijes-7161	205	12	a.	a.	NOUN
aijes-7161	205	13	(	(	PUNCT
aijes-7161	205	14	2020	2020	NUM
aijes-7161	205	15	)	)	PUNCT
aijes-7161	205	16	.	.	PUNCT
aijes-7161	206	1	digital	digital	PROPN
aijes-7161	206	2	business	business	NOUN
aijes-7161	206	3	model	model	NOUN
aijes-7161	206	4	,	,	PUNCT
aijes-7161	206	5	digital	digital	ADJ
aijes-7161	206	6	transformation	transformation	NOUN
aijes-7161	206	7	,	,	PUNCT
aijes-7161	206	8	digital	digital	ADJ
aijes-7161	206	9	entrepreneurship	entrepreneurship	NOUN
aijes-7161	206	10	:	:	PUNCT
aijes-7161	206	11	is	be	AUX
aijes-7161	206	12	there	there	PRON
aijes-7161	206	13	a	a	DET
aijes-7161	206	14	sustainable	sustainable	ADJ
aijes-7161	206	15	“	"	PUNCT
aijes-7161	206	16	digital	digital	ADJ
aijes-7161	206	17	”	"	PUNCT
aijes-7161	206	18	?	?	PUNCT
aijes-7161	207	1	sustainability	sustainability	NOUN
aijes-7161	207	2	,	,	PUNCT
aijes-7161	207	3	12(13	12(13	NUM
aijes-7161	207	4	)	)	PUNCT
aijes-7161	207	5	,	,	PUNCT
aijes-7161	207	6	5239	5239	NUM
aijes-7161	207	7	.	.	PUNCT
aijes-7161	208	1	https://doi.org/10.3390/su12135239	https://doi.org/10.3390/su12135239	NUM
aijes-7161	208	2	4	4	NUM
aijes-7161	208	3	.	.	X
aijes-7161	208	4	legner	legner	PROPN
aijes-7161	208	5	,	,	PUNCT
aijes-7161	208	6	c.	c.	PROPN
aijes-7161	208	7	,	,	PUNCT
aijes-7161	208	8	eymann	eymann	NOUN
aijes-7161	208	9	,	,	PUNCT
aijes-7161	208	10	t.	t.	PROPN
aijes-7161	208	11	,	,	PUNCT
aijes-7161	208	12	hess	hess	PROPN
aijes-7161	208	13	,	,	PUNCT
aijes-7161	208	14	t.	t.	PROPN
aijes-7161	208	15	,	,	PUNCT
aijes-7161	208	16	matt	matt	PROPN
aijes-7161	208	17	,	,	PUNCT
aijes-7161	208	18	c.	c.	PROPN
aijes-7161	208	19	,	,	PUNCT
aijes-7161	208	20	böhmann	böhmann	PROPN
aijes-7161	208	21	,	,	PUNCT
aijes-7161	208	22	t.	t.	PROPN
aijes-7161	208	23	,	,	PUNCT
aijes-7161	208	24	drews	drews	PROPN
aijes-7161	208	25	,	,	PUNCT
aijes-7161	208	26	p.	p.	NOUN
aijes-7161	208	27	,	,	PUNCT
aijes-7161	208	28	mädche	mädche	PROPN
aijes-7161	208	29	,	,	PUNCT
aijes-7161	208	30	a.	a.	NOUN
aijes-7161	208	31	,	,	PUNCT
aijes-7161	208	32	urbach	urbach	NOUN
aijes-7161	208	33	,	,	PUNCT
aijes-7161	208	34	n.	n.	NOUN
aijes-7161	208	35	,	,	PUNCT
aijes-7161	208	36	&	&	CCONJ
aijes-7161	208	37	ahlemann	ahlemann	PROPN
aijes-7161	208	38	,	,	PUNCT
aijes-7161	208	39	f.	f.	PROPN
aijes-7161	208	40	(	(	PUNCT
aijes-7161	208	41	2017	2017	NUM
aijes-7161	208	42	)	)	PUNCT
aijes-7161	208	43	.	.	PUNCT
aijes-7161	209	1	digitalization	digitalization	NOUN
aijes-7161	209	2	:	:	PUNCT
aijes-7161	209	3	opportunity	opportunity	NOUN
aijes-7161	209	4	and	and	CCONJ
aijes-7161	209	5	challenge	challenge	NOUN
aijes-7161	209	6	for	for	ADP
aijes-7161	209	7	the	the	DET
aijes-7161	209	8	business	business	NOUN
aijes-7161	209	9	and	and	CCONJ
aijes-7161	209	10	https://doi.org/10.3390/su15119020	https://doi.org/10.3390/su15119020	PUNCT
aijes-7161	209	11	https://doi.org/10.1016/j.jbusres.2020.09.053	https://doi.org/10.1016/j.jbusres.2020.09.053	PROPN
aijes-7161	209	12	https://doi.org/10.3390/su12135239	https://doi.org/10.3390/su12135239	NUM
aijes-7161	209	13	the	the	DET
aijes-7161	209	14	impact	impact	NOUN
aijes-7161	209	15	of	of	ADP
aijes-7161	209	16	digital	digital	ADJ
aijes-7161	209	17	transformation	transformation	NOUN
aijes-7161	209	18	on	on	ADP
aijes-7161	209	19	enterprises	enterprise	NOUN
aijes-7161	209	20	'	'	PART
aijes-7161	209	21	resilience	resilience	NOUN
aijes-7161	209	22	:	:	PUNCT
aijes-7161	209	23	evidence	evidence	NOUN
aijes-7161	209	24	from	from	ADP
aijes-7161	209	25	ukraine	ukraine	PROPN
aijes-7161	209	26	314	314	NUM
aijes-7161	209	27	information	information	NOUN
aijes-7161	209	28	systems	system	NOUN
aijes-7161	209	29	engineering	engineering	NOUN
aijes-7161	209	30	community	community	NOUN
aijes-7161	209	31	.	.	PUNCT
aijes-7161	210	1	business	business	NOUN
aijes-7161	210	2	&	&	CCONJ
aijes-7161	210	3	information	information	PROPN
aijes-7161	210	4	systems	system	NOUN
aijes-7161	210	5	engineering	engineering	NOUN
aijes-7161	210	6	,	,	PUNCT
aijes-7161	210	7	59(4	59(4	NUM
aijes-7161	210	8	)	)	PUNCT
aijes-7161	210	9	,	,	PUNCT
aijes-7161	210	10	301–308	301–308	NUM
aijes-7161	210	11	.	.	PUNCT
aijes-7161	211	1	https://doi.org/10.1007/s12599-017-0484-2	https://doi.org/10.1007/s12599-017-0484-2	NUM
aijes-7161	211	2	5	5	NUM
aijes-7161	211	3	.	.	PUNCT
aijes-7161	212	1	zubko	zubko	NOUN
aijes-7161	212	2	,	,	PUNCT
aijes-7161	212	3	t.	t.	PROPN
aijes-7161	212	4	,	,	PUNCT
aijes-7161	212	5	hanechko	hanechko	PROPN
aijes-7161	212	6	,	,	PUNCT
aijes-7161	212	7	i.	i.	PROPN
aijes-7161	212	8	,	,	PUNCT
aijes-7161	212	9	trubei	trubei	PROPN
aijes-7161	212	10	,	,	PUNCT
aijes-7161	212	11	o.	o.	PROPN
aijes-7161	212	12	,	,	PUNCT
aijes-7161	212	13	&	&	CCONJ
aijes-7161	212	14	afanasyev	afanasyev	PROPN
aijes-7161	212	15	,	,	PUNCT
aijes-7161	212	16	k.	k.	PROPN
aijes-7161	212	17	(	(	PUNCT
aijes-7161	212	18	2021	2021	NUM
aijes-7161	212	19	)	)	PUNCT
aijes-7161	212	20	.	.	PUNCT
aijes-7161	213	1	determining	determine	VERB
aijes-7161	213	2	the	the	DET
aijes-7161	213	3	impact	impact	NOUN
aijes-7161	213	4	of	of	ADP
aijes-7161	213	5	digitalization	digitalization	NOUN
aijes-7161	213	6	on	on	ADP
aijes-7161	213	7	the	the	DET
aijes-7161	213	8	economic	economic	ADJ
aijes-7161	213	9	security	security	NOUN
aijes-7161	213	10	of	of	ADP
aijes-7161	213	11	trade	trade	NOUN
aijes-7161	213	12	.	.	PUNCT
aijes-7161	214	1	eastern	eastern	ADJ
aijes-7161	214	2	-	-	PUNCT
aijes-7161	214	3	european	european	ADJ
aijes-7161	214	4	journal	journal	NOUN
aijes-7161	214	5	of	of	ADP
aijes-7161	214	6	enterprise	enterprise	NOUN
aijes-7161	214	7	technologies	technology	NOUN
aijes-7161	214	8	,	,	PUNCT
aijes-7161	214	9	6(13	6(13	NUM
aijes-7161	214	10	(	(	PUNCT
aijes-7161	214	11	114	114	NUM
aijes-7161	214	12	)	)	PUNCT
aijes-7161	214	13	)	)	PUNCT
aijes-7161	214	14	,	,	PUNCT
aijes-7161	214	15	60–71	60–71	NOUN
aijes-7161	214	16	.	.	PUNCT
aijes-7161	215	1	https://doi.org/10.15587/1729-4061.2021.248230	https://doi.org/10.15587/1729-4061.2021.248230	PROPN
aijes-7161	215	2	6	6	NUM
aijes-7161	215	3	.	.	PUNCT
aijes-7161	216	1	shi	shi	PROPN
aijes-7161	216	2	,	,	PUNCT
aijes-7161	216	3	y.	y.	PROPN
aijes-7161	216	4	,	,	PUNCT
aijes-7161	216	5	zhang	zhang	PROPN
aijes-7161	216	6	,	,	PUNCT
aijes-7161	216	7	t.	t.	PROPN
aijes-7161	216	8	,	,	PUNCT
aijes-7161	216	9	&	&	CCONJ
aijes-7161	216	10	jiang	jiang	PROPN
aijes-7161	216	11	,	,	PUNCT
aijes-7161	216	12	y.	y.	PROPN
aijes-7161	216	13	(	(	PUNCT
aijes-7161	216	14	2023	2023	NUM
aijes-7161	216	15	)	)	PUNCT
aijes-7161	216	16	.	.	PUNCT
aijes-7161	217	1	digital	digital	ADJ
aijes-7161	217	2	economy	economy	NOUN
aijes-7161	217	3	,	,	PUNCT
aijes-7161	217	4	technological	technological	ADJ
aijes-7161	217	5	innovation	innovation	NOUN
aijes-7161	217	6	and	and	CCONJ
aijes-7161	217	7	urban	urban	ADJ
aijes-7161	217	8	resilience	resilience	NOUN
aijes-7161	217	9	.	.	PUNCT
aijes-7161	218	1	sustainability	sustainability	NOUN
aijes-7161	218	2	,	,	PUNCT
aijes-7161	218	3	15(12	15(12	NUM
aijes-7161	218	4	)	)	PUNCT
aijes-7161	218	5	,	,	PUNCT
aijes-7161	218	6	9250	9250	NUM
aijes-7161	218	7	.	.	PUNCT
aijes-7161	219	1	https://doi.org/10.3390/su15129250	https://doi.org/10.3390/su15129250	VERB
aijes-7161	220	1	7	7	X
aijes-7161	220	2	.	.	X
aijes-7161	220	3	omoush	omoush	PROPN
aijes-7161	220	4	,	,	PUNCT
aijes-7161	220	5	k.	k.	PROPN
aijes-7161	220	6	a.	a.	PROPN
aijes-7161	220	7	,	,	PUNCT
aijes-7161	220	8	lassala	lassala	PROPN
aijes-7161	220	9	,	,	PUNCT
aijes-7161	220	10	c.	c.	PROPN
aijes-7161	220	11	,	,	PUNCT
aijes-7161	220	12	&	&	CCONJ
aijes-7161	220	13	ribeiro	ribeiro	PROPN
aijes-7161	220	14	-	-	PROPN
aijes-7161	220	15	navarrete	navarrete	PROPN
aijes-7161	220	16	,	,	PUNCT
aijes-7161	220	17	s.	s.	PROPN
aijes-7161	220	18	(	(	PUNCT
aijes-7161	220	19	2023	2023	NUM
aijes-7161	220	20	)	)	PUNCT
aijes-7161	220	21	.	.	PUNCT
aijes-7161	221	1	the	the	DET
aijes-7161	221	2	role	role	NOUN
aijes-7161	221	3	of	of	ADP
aijes-7161	221	4	digital	digital	ADJ
aijes-7161	221	5	business	business	NOUN
aijes-7161	221	6	transformation	transformation	NOUN
aijes-7161	221	7	in	in	ADP
aijes-7161	221	8	frugal	frugal	ADJ
aijes-7161	221	9	innovation	innovation	NOUN
aijes-7161	221	10	and	and	CCONJ
aijes-7161	221	11	smes	sme	NOUN
aijes-7161	221	12	’	'	PUNCT
aijes-7161	221	13	resilience	resilience	NOUN
aijes-7161	221	14	in	in	ADP
aijes-7161	221	15	emerging	emerge	VERB
aijes-7161	221	16	markets	market	NOUN
aijes-7161	221	17	.	.	PUNCT
aijes-7161	222	1	international	international	ADJ
aijes-7161	222	2	journal	journal	NOUN
aijes-7161	222	3	of	of	ADP
aijes-7161	222	4	emerging	emerge	VERB
aijes-7161	222	5	markets	market	NOUN
aijes-7161	222	6	.	.	PUNCT
aijes-7161	223	1	https://doi.org/10.1108/ijoem-12-2022-1937	https://doi.org/10.1108/ijoem-12-2022-1937	PROPN
aijes-7161	223	2	8	8	NUM
aijes-7161	223	3	.	.	PUNCT
aijes-7161	224	1	samarakkody	samarakkody	ADJ
aijes-7161	224	2	,	,	PUNCT
aijes-7161	224	3	a.	a.	NOUN
aijes-7161	224	4	,	,	PUNCT
aijes-7161	224	5	amaratunga	amaratunga	ADJ
aijes-7161	224	6	,	,	PUNCT
aijes-7161	224	7	d.	d.	PROPN
aijes-7161	224	8	,	,	PUNCT
aijes-7161	224	9	&	&	CCONJ
aijes-7161	224	10	haigh	haigh	PROPN
aijes-7161	224	11	,	,	PUNCT
aijes-7161	224	12	r.	r.	PROPN
aijes-7161	224	13	(	(	PUNCT
aijes-7161	224	14	2023	2023	NUM
aijes-7161	224	15	)	)	PUNCT
aijes-7161	224	16	.	.	PUNCT
aijes-7161	225	1	technological	technological	ADJ
aijes-7161	225	2	innovations	innovation	NOUN
aijes-7161	225	3	for	for	ADP
aijes-7161	225	4	enhancing	enhance	VERB
aijes-7161	225	5	disaster	disaster	NOUN
aijes-7161	225	6	resilience	resilience	NOUN
aijes-7161	225	7	in	in	ADP
aijes-7161	225	8	smart	smart	ADJ
aijes-7161	225	9	cities	city	NOUN
aijes-7161	225	10	:	:	PUNCT
aijes-7161	225	11	a	a	DET
aijes-7161	225	12	comprehensive	comprehensive	ADJ
aijes-7161	225	13	urban	urban	ADJ
aijes-7161	225	14	scholar	scholar	NOUN
aijes-7161	225	15	’s	’s	PART
aijes-7161	225	16	analysis	analysis	NOUN
aijes-7161	225	17	.	.	PUNCT
aijes-7161	226	1	sustainability	sustainability	NOUN
aijes-7161	226	2	,	,	PUNCT
aijes-7161	226	3	15(15	15(15	NUM
aijes-7161	226	4	)	)	PUNCT
aijes-7161	226	5	,	,	PUNCT
aijes-7161	226	6	12036	12036	NUM
aijes-7161	226	7	.	.	PUNCT
aijes-7161	227	1	https://doi.org/10.3390/su151512036	https://doi.org/10.3390/su151512036	X
aijes-7161	228	1	9	9	NUM
aijes-7161	228	2	.	.	X
aijes-7161	228	3	zinenko	zinenko	PROPN
aijes-7161	228	4	,	,	PUNCT
aijes-7161	228	5	k.	k.	PROPN
aijes-7161	228	6	,	,	PUNCT
aijes-7161	228	7	&	&	CCONJ
aijes-7161	228	8	kobielieva	kobielieva	PROPN
aijes-7161	228	9	,	,	PUNCT
aijes-7161	228	10	t.	t.	PROPN
aijes-7161	228	11	(	(	PUNCT
aijes-7161	228	12	2022	2022	NUM
aijes-7161	228	13	)	)	PUNCT
aijes-7161	228	14	.	.	PUNCT
aijes-7161	229	1	economic	economic	ADJ
aijes-7161	229	2	security	security	NOUN
aijes-7161	229	3	of	of	ADP
aijes-7161	229	4	the	the	DET
aijes-7161	229	5	enterprise	enterprise	NOUN
aijes-7161	229	6	:	:	PUNCT
aijes-7161	229	7	methodological	methodological	ADJ
aijes-7161	229	8	essence	essence	NOUN
aijes-7161	229	9	and	and	CCONJ
aijes-7161	229	10	component	component	NOUN
aijes-7161	229	11	forms	form	NOUN
aijes-7161	229	12	.	.	PUNCT
aijes-7161	230	1	bulletin	bulletin	NOUN
aijes-7161	230	2	of	of	ADP
aijes-7161	230	3	the	the	DET
aijes-7161	230	4	national	national	PROPN
aijes-7161	230	5	technical	technical	PROPN
aijes-7161	230	6	university	university	PROPN
aijes-7161	230	7	"	"	PUNCT
aijes-7161	230	8	kharkiv	kharkiv	PROPN
aijes-7161	230	9	polytechnic	polytechnic	PROPN
aijes-7161	230	10	institute	institute	PROPN
aijes-7161	230	11	"	"	PUNCT
aijes-7161	230	12	(	(	PUNCT
aijes-7161	230	13	economic	economic	ADJ
aijes-7161	230	14	sciences	science	NOUN
aijes-7161	230	15	)	)	PUNCT
aijes-7161	230	16	,	,	PUNCT
aijes-7161	230	17	(	(	PUNCT
aijes-7161	230	18	4	4	NUM
aijes-7161	230	19	)	)	PUNCT
aijes-7161	230	20	,	,	PUNCT
aijes-7161	230	21	9–16	9–16	PROPN
aijes-7161	230	22	.	.	PUNCT
aijes-7161	231	1	https://doi.org/10.20998/25194461.2022.4.9	https://doi.org/10.20998/25194461.2022.4.9	PROPN
aijes-7161	231	2	10	10	NUM
aijes-7161	231	3	.	.	PUNCT
aijes-7161	232	1	hrinkevich	hrinkevich	PROPN
aijes-7161	232	2	,	,	PUNCT
aijes-7161	232	3	s.	s.	PROPN
aijes-7161	232	4	,	,	PUNCT
aijes-7161	232	5	kohut	kohut	PROPN
aijes-7161	232	6	,	,	PUNCT
aijes-7161	232	7	m.	m.	NOUN
aijes-7161	232	8	,	,	PUNCT
aijes-7161	232	9	&	&	CCONJ
aijes-7161	232	10	stankevych	stankevych	NOUN
aijes-7161	232	11	,	,	PUNCT
aijes-7161	232	12	m.	m.	NOUN
aijes-7161	232	13	(	(	PUNCT
aijes-7161	232	14	2023	2023	NUM
aijes-7161	232	15	)	)	PUNCT
aijes-7161	232	16	.	.	PUNCT
aijes-7161	233	1	evolution	evolution	NOUN
aijes-7161	233	2	of	of	ADP
aijes-7161	233	3	theoretical	theoretical	ADJ
aijes-7161	233	4	concepts	concept	NOUN
aijes-7161	233	5	of	of	ADP
aijes-7161	233	6	enterprise	enterprise	NOUN
aijes-7161	233	7	economic	economic	ADJ
aijes-7161	233	8	security	security	NOUN
aijes-7161	233	9	.	.	PUNCT
aijes-7161	234	1	economy	economy	NOUN
aijes-7161	234	2	and	and	CCONJ
aijes-7161	234	3	society	society	NOUN
aijes-7161	234	4	,	,	PUNCT
aijes-7161	234	5	(	(	PUNCT
aijes-7161	234	6	50	50	NUM
aijes-7161	234	7	)	)	PUNCT
aijes-7161	234	8	.	.	PUNCT
aijes-7161	235	1	https://doi.org/10.32782/25240072/2023-50-70	https://doi.org/10.32782/25240072/2023-50-70	ADJ
aijes-7161	235	2	11	11	NUM
aijes-7161	235	3	.	.	PUNCT
aijes-7161	236	1	ohrenych	ohrenych	PROPN
aijes-7161	236	2	,	,	PUNCT
aijes-7161	236	3	y.	y.	PROPN
aijes-7161	236	4	,	,	PUNCT
aijes-7161	236	5	&	&	CCONJ
aijes-7161	236	6	dibrova	dibrova	VERB
aijes-7161	236	7	,	,	PUNCT
aijes-7161	236	8	v.	v.	PROPN
aijes-7161	236	9	(	(	PUNCT
aijes-7161	236	10	2023	2023	NUM
aijes-7161	236	11	)	)	PUNCT
aijes-7161	236	12	.	.	PUNCT
aijes-7161	237	1	economic	economic	ADJ
aijes-7161	237	2	security	security	NOUN
aijes-7161	237	3	of	of	ADP
aijes-7161	237	4	industrial	industrial	ADJ
aijes-7161	237	5	enterprises	enterprise	NOUN
aijes-7161	237	6	in	in	ADP
aijes-7161	237	7	ukraine	ukraine	NOUN
aijes-7161	237	8	:	:	PUNCT
aijes-7161	237	9	state	state	NOUN
aijes-7161	237	10	,	,	PUNCT
aijes-7161	237	11	problems	problem	NOUN
aijes-7161	237	12	and	and	CCONJ
aijes-7161	237	13	directions	direction	NOUN
aijes-7161	237	14	for	for	ADP
aijes-7161	237	15	improvement	improvement	NOUN
aijes-7161	237	16	.	.	PUNCT
aijes-7161	238	1	taurida	taurida	PROPN
aijes-7161	238	2	scientific	scientific	PROPN
aijes-7161	238	3	herald	herald	PROPN
aijes-7161	238	4	.	.	PUNCT
aijes-7161	239	1	series	series	PROPN
aijes-7161	239	2	:	:	PUNCT
aijes-7161	239	3	economics	economic	NOUN
aijes-7161	239	4	,	,	PUNCT
aijes-7161	239	5	(	(	PUNCT
aijes-7161	239	6	15	15	NUM
aijes-7161	239	7	)	)	PUNCT
aijes-7161	239	8	,	,	PUNCT
aijes-7161	239	9	180	180	NUM
aijes-7161	239	10	-	-	SYM
aijes-7161	239	11	191	191	NUM
aijes-7161	239	12	.	.	PUNCT
aijes-7161	240	1	https://doi.org/10.32782/2708-0366/2023.15.22	https://doi.org/10.32782/2708-0366/2023.15.22	NOUN
aijes-7161	240	2	12	12	NUM
aijes-7161	240	3	.	.	PUNCT
aijes-7161	241	1	popelo	popelo	ADJ
aijes-7161	241	2	,	,	PUNCT
aijes-7161	241	3	o.	o.	NOUN
aijes-7161	241	4	,	,	PUNCT
aijes-7161	241	5	shaposhnykov	shaposhnykov	PROPN
aijes-7161	241	6	,	,	PUNCT
aijes-7161	241	7	k.	k.	PROPN
aijes-7161	241	8	,	,	PUNCT
aijes-7161	241	9	popelo	popelo	ADJ
aijes-7161	241	10	,	,	PUNCT
aijes-7161	241	11	o.	o.	PROPN
aijes-7161	241	12	,	,	PUNCT
aijes-7161	241	13	hrubliak	hrubliak	PROPN
aijes-7161	241	14	,	,	PUNCT
aijes-7161	241	15	o.	o.	PROPN
aijes-7161	241	16	,	,	PUNCT
aijes-7161	241	17	malysh	malysh	NOUN
aijes-7161	241	18	,	,	PUNCT
aijes-7161	241	19	v.	v.	PROPN
aijes-7161	241	20	,	,	PUNCT
aijes-7161	241	21	&	&	CCONJ
aijes-7161	241	22	lysenko	lysenko	PROPN
aijes-7161	241	23	,	,	PUNCT
aijes-7161	241	24	z.	z.	PROPN
aijes-7161	241	25	(	(	PUNCT
aijes-7161	241	26	2023	2023	NUM
aijes-7161	241	27	)	)	PUNCT
aijes-7161	241	28	.	.	PUNCT
aijes-7161	242	1	the	the	DET
aijes-7161	242	2	influence	influence	NOUN
aijes-7161	242	3	of	of	ADP
aijes-7161	242	4	digitalization	digitalization	NOUN
aijes-7161	242	5	on	on	ADP
aijes-7161	242	6	the	the	DET
aijes-7161	242	7	innovative	innovative	ADJ
aijes-7161	242	8	strategy	strategy	NOUN
aijes-7161	242	9	of	of	ADP
aijes-7161	242	10	the	the	DET
aijes-7161	242	11	industrial	industrial	ADJ
aijes-7161	242	12	enterprises	enterprise	NOUN
aijes-7161	242	13	development	development	NOUN
aijes-7161	242	14	in	in	ADP
aijes-7161	242	15	the	the	DET
aijes-7161	242	16	context	context	NOUN
aijes-7161	242	17	of	of	ADP
aijes-7161	242	18	ensuring	ensure	VERB
aijes-7161	242	19	economic	economic	ADJ
aijes-7161	242	20	security	security	NOUN
aijes-7161	242	21	.	.	PUNCT
aijes-7161	243	1	international	international	ADJ
aijes-7161	243	2	journal	journal	PROPN
aijes-7161	243	3	of	of	ADP
aijes-7161	243	4	safety	safety	NOUN
aijes-7161	243	5	and	and	CCONJ
aijes-7161	243	6	security	security	NOUN
aijes-7161	243	7	engineering	engineering	NOUN
aijes-7161	243	8	,	,	PUNCT
aijes-7161	243	9	13(1	13(1	NUM
aijes-7161	243	10	)	)	PUNCT
aijes-7161	243	11	,	,	PUNCT
aijes-7161	243	12	39	39	NUM
aijes-7161	243	13	–	–	PUNCT
aijes-7161	243	14	49	49	NUM
aijes-7161	243	15	.	.	PUNCT
aijes-7161	244	1	https://doi.org/10.18280/ijsse.130105	https://doi.org/10.18280/ijsse.130105	ADJ
aijes-7161	244	2	13	13	NUM
aijes-7161	244	3	.	.	PUNCT
aijes-7161	245	1	kuzior	kuzior	PROPN
aijes-7161	245	2	,	,	PUNCT
aijes-7161	245	3	a.	a.	NOUN
aijes-7161	245	4	,	,	PUNCT
aijes-7161	245	5	arefieva	arefieva	ADV
aijes-7161	245	6	,	,	PUNCT
aijes-7161	245	7	o.	o.	PROPN
aijes-7161	245	8	,	,	PUNCT
aijes-7161	245	9	vovk	vovk	ADJ
aijes-7161	245	10	,	,	PUNCT
aijes-7161	245	11	o.	o.	PROPN
aijes-7161	245	12	,	,	PUNCT
aijes-7161	245	13	&	&	CCONJ
aijes-7161	245	14	brożek	brożek	PROPN
aijes-7161	245	15	,	,	PUNCT
aijes-7161	245	16	p.	p.	NOUN
aijes-7161	245	17	(	(	PUNCT
aijes-7161	245	18	2022	2022	NUM
aijes-7161	245	19	)	)	PUNCT
aijes-7161	245	20	.	.	PUNCT
aijes-7161	246	1	innovative	innovative	ADJ
aijes-7161	246	2	development	development	NOUN
aijes-7161	246	3	of	of	ADP
aijes-7161	246	4	circular	circular	ADJ
aijes-7161	246	5	systems	system	NOUN
aijes-7161	246	6	while	while	SCONJ
aijes-7161	246	7	ensuring	ensure	VERB
aijes-7161	246	8	economic	economic	ADJ
aijes-7161	246	9	security	security	NOUN
aijes-7161	246	10	in	in	ADP
aijes-7161	246	11	the	the	DET
aijes-7161	246	12	industry	industry	NOUN
aijes-7161	246	13	.	.	PUNCT
aijes-7161	247	1	journal	journal	PROPN
aijes-7161	247	2	of	of	ADP
aijes-7161	247	3	open	open	ADJ
aijes-7161	247	4	innovation	innovation	NOUN
aijes-7161	247	5	:	:	PUNCT
aijes-7161	247	6	technology	technology	NOUN
aijes-7161	247	7	,	,	PUNCT
aijes-7161	247	8	market	market	NOUN
aijes-7161	247	9	,	,	PUNCT
aijes-7161	247	10	and	and	CCONJ
aijes-7161	247	11	complexity	complexity	NOUN
aijes-7161	247	12	,	,	PUNCT
aijes-7161	247	13	8(3	8(3	NUM
aijes-7161	247	14	)	)	PUNCT
aijes-7161	247	15	,	,	PUNCT
aijes-7161	247	16	139	139	NUM
aijes-7161	247	17	.	.	PUNCT
aijes-7161	248	1	https://doi.org/10.3390/joitmc8030139	https://doi.org/10.3390/joitmc8030139	PROPN
aijes-7161	248	2	14	14	NUM
aijes-7161	248	3	.	.	PUNCT
aijes-7161	249	1	dubyna	dubyna	NOUN
aijes-7161	249	2	,	,	PUNCT
aijes-7161	249	3	m.	m.	NOUN
aijes-7161	249	4	,	,	PUNCT
aijes-7161	249	5	verbivska	verbivska	PROPN
aijes-7161	249	6	,	,	PUNCT
aijes-7161	249	7	l.	l.	PROPN
aijes-7161	249	8	,	,	PUNCT
aijes-7161	249	9	kalchenko	kalchenko	PROPN
aijes-7161	249	10	,	,	PUNCT
aijes-7161	249	11	o.	o.	PROPN
aijes-7161	249	12	,	,	PUNCT
aijes-7161	249	13	dmytrovska	dmytrovska	PROPN
aijes-7161	249	14	,	,	PUNCT
aijes-7161	249	15	v.	v.	ADV
aijes-7161	249	16	,	,	PUNCT
aijes-7161	249	17	pilevych	pilevych	NOUN
aijes-7161	249	18	,	,	PUNCT
aijes-7161	249	19	d.	d.	PROPN
aijes-7161	249	20	,	,	PUNCT
aijes-7161	249	21	&	&	CCONJ
aijes-7161	249	22	lysohor	lysohor	PROPN
aijes-7161	249	23	,	,	PUNCT
aijes-7161	249	24	і	і	PROPN
aijes-7161	249	25	.	.	PUNCT
aijes-7161	249	26	(	(	PUNCT
aijes-7161	249	27	2023	2023	NUM
aijes-7161	249	28	)	)	PUNCT
aijes-7161	249	29	.	.	PUNCT
aijes-7161	250	1	the	the	DET
aijes-7161	250	2	role	role	NOUN
aijes-7161	250	3	of	of	ADP
aijes-7161	250	4	digitalization	digitalization	NOUN
aijes-7161	250	5	in	in	ADP
aijes-7161	250	6	ensuring	ensure	VERB
aijes-7161	250	7	the	the	DET
aijes-7161	250	8	financial	financial	ADJ
aijes-7161	250	9	and	and	CCONJ
aijes-7161	250	10	economic	economic	ADJ
aijes-7161	250	11	security	security	NOUN
aijes-7161	250	12	of	of	ADP
aijes-7161	250	13	trading	trading	NOUN
aijes-7161	250	14	enterprises	enterprise	NOUN
aijes-7161	250	15	under	under	ADP
aijes-7161	250	16	the	the	DET
aijes-7161	250	17	conditions	condition	NOUN
aijes-7161	250	18	of	of	ADP
aijes-7161	250	19	external	external	ADJ
aijes-7161	250	20	shocks	shock	NOUN
aijes-7161	250	21	.	.	PUNCT
aijes-7161	251	1	international	international	ADJ
aijes-7161	251	2	journal	journal	PROPN
aijes-7161	251	3	of	of	ADP
aijes-7161	251	4	safety	safety	NOUN
aijes-7161	251	5	and	and	CCONJ
aijes-7161	251	6	security	security	NOUN
aijes-7161	251	7	engineering	engineering	NOUN
aijes-7161	251	8	,	,	PUNCT
aijes-7161	251	9	13(5	13(5	NUM
aijes-7161	251	10	)	)	PUNCT
aijes-7161	251	11	,	,	PUNCT
aijes-7161	251	12	821–833	821–833	NUM
aijes-7161	251	13	.	.	PUNCT
aijes-7161	251	14	https://doi.org/10.18280/ijsse.130506	https://doi.org/10.18280/ijsse.130506	PROPN
aijes-7161	251	15	15	15	NUM
aijes-7161	251	16	.	.	PUNCT
aijes-7161	251	17	website	website	NOUN
aijes-7161	251	18	of	of	ADP
aijes-7161	251	19	the	the	DET
aijes-7161	251	20	state	state	NOUN
aijes-7161	251	21	statistics	statistic	NOUN
aijes-7161	251	22	service	service	NOUN
aijes-7161	251	23	of	of	ADP
aijes-7161	251	24	ukraine	ukraine	NOUN
aijes-7161	251	25	.	.	PUNCT
aijes-7161	252	1	available	available	ADJ
aijes-7161	252	2	at	at	ADP
aijes-7161	252	3	:	:	PUNCT
aijes-7161	252	4	http://ukrstat.gov.ua	http://ukrstat.gov.ua	PROPN
aijes-7161	252	5	16	16	NUM
aijes-7161	252	6	.	.	PUNCT
aijes-7161	253	1	global	global	ADJ
aijes-7161	253	2	innovation	innovation	PROPN
aijes-7161	253	3	index	index	NOUN
aijes-7161	253	4	(	(	PUNCT
aijes-7161	253	5	gii	gii	PROPN
aijes-7161	253	6	)	)	PUNCT
aijes-7161	253	7	.	.	PUNCT
aijes-7161	254	1	(	(	PUNCT
aijes-7161	254	2	2022	2022	NUM
aijes-7161	254	3	)	)	PUNCT
aijes-7161	254	4	.	.	PUNCT
aijes-7161	255	1	global	global	ADJ
aijes-7161	255	2	-	-	PUNCT
aijes-7161	255	3	innovation	innovation	NOUN
aijes-7161	255	4	-	-	PUNCT
aijes-7161	255	5	index	index	NOUN
aijes-7161	255	6	.	.	PUNCT
aijes-7161	256	1	https://www.wipo.int/web/global-innovation-index	https://www.wipo.int/web/global-innovation-index	NOUN
aijes-7161	256	2	17	17	NUM
aijes-7161	256	3	.	.	PUNCT
aijes-7161	256	4	frontier	frontier	NOUN
aijes-7161	256	5	technology	technology	PROPN
aijes-7161	256	6	readiness	readiness	NOUN
aijes-7161	256	7	index	index	NOUN
aijes-7161	256	8	,	,	PUNCT
aijes-7161	256	9	annual	annual	ADJ
aijes-7161	256	10	.	.	PUNCT
aijes-7161	256	11	unctad	unctad	PROPN
aijes-7161	256	12	.	.	PUNCT
aijes-7161	257	1	https://unctadstat.unctad.org/datacentre/dataviewer/us.ftri	https://unctadstat.unctad.org/datacentre/dataviewer/us.ftri	ADJ
aijes-7161	257	2	18	18	NUM
aijes-7161	257	3	.	.	PUNCT
aijes-7161	257	4	artificial	artificial	ADJ
aijes-7161	257	5	intelligence	intelligence	NOUN
aijes-7161	257	6	by	by	ADP
aijes-7161	257	7	size	size	NOUN
aijes-7161	257	8	class	class	NOUN
aijes-7161	257	9	of	of	ADP
aijes-7161	257	10	enterprise	enterprise	NOUN
aijes-7161	257	11	.	.	PUNCT
aijes-7161	258	1	eurostat	eurostat	PROPN
aijes-7161	258	2	.	.	PUNCT
aijes-7161	259	1	https://ec.europa.eu/eurostat/databrowser/view/isoc_eb_ai/default/bar?lang=en	https://ec.europa.eu/eurostat/databrowser/view/isoc_eb_ai/default/bar?lang=en	PROPN
aijes-7161	260	1	19	19	NUM
aijes-7161	260	2	.	.	PUNCT
aijes-7161	260	3	serafimova	serafimova	PROPN
aijes-7161	260	4	,	,	PUNCT
aijes-7161	260	5	v.	v.	ADV
aijes-7161	260	6	,	,	PUNCT
aijes-7161	260	7	&	&	CCONJ
aijes-7161	260	8	vasilev	vasilev	NOUN
aijes-7161	260	9	,	,	PUNCT
aijes-7161	260	10	v.	v.	PROPN
aijes-7161	260	11	(	(	PUNCT
aijes-7161	260	12	2024	2024	NUM
aijes-7161	260	13	)	)	PUNCT
aijes-7161	260	14	.	.	PUNCT
aijes-7161	261	1	digital	digital	ADJ
aijes-7161	261	2	culture	culture	NOUN
aijes-7161	261	3	as	as	ADP
aijes-7161	261	4	a	a	DET
aijes-7161	261	5	competitive	competitive	ADJ
aijes-7161	261	6	advantage	advantage	NOUN
aijes-7161	261	7	in	in	ADP
aijes-7161	261	8	the	the	DET
aijes-7161	261	9	sustainable	sustainable	ADJ
aijes-7161	261	10	development	development	NOUN
aijes-7161	261	11	of	of	ADP
aijes-7161	261	12	organizations	organization	NOUN
aijes-7161	261	13	.	.	PUNCT
aijes-7161	262	1	agora	agora	PROPN
aijes-7161	262	2	international	international	ADJ
aijes-7161	262	3	journal	journal	NOUN
aijes-7161	262	4	of	of	ADP
aijes-7161	262	5	economical	economical	ADJ
aijes-7161	262	6	sciences	science	NOUN
aijes-7161	262	7	,	,	PUNCT
aijes-7161	262	8	18(1	18(1	NUM
aijes-7161	262	9	)	)	PUNCT
aijes-7161	262	10	,	,	PUNCT
aijes-7161	262	11	210–222	210–222	NUM
aijes-7161	262	12	.	.	PUNCT
aijes-7161	262	13	https://doi.org/10.15837/aijes.v18i1.6724	https://doi.org/10.15837/aijes.v18i1.6724	X
aijes-7161	262	14	https://doi.org/10.1007/s12599-017-0484-2	https://doi.org/10.1007/s12599-017-0484-2	NUM
aijes-7161	262	15	https://doi.org/10.15587/1729-4061.2021.248230	https://doi.org/10.15587/1729-4061.2021.248230	NUM
aijes-7161	262	16	https://doi.org/10.3390/su15129250	https://doi.org/10.3390/su15129250	PROPN
aijes-7161	262	17	https://doi.org/10.1108/ijoem-12-2022-1937	https://doi.org/10.1108/ijoem-12-2022-1937	PROPN
aijes-7161	262	18	https://doi.org/10.20998/2519-4461.2022.4.9	https://doi.org/10.20998/2519-4461.2022.4.9	PROPN
aijes-7161	262	19	https://doi.org/10.20998/2519-4461.2022.4.9	https://doi.org/10.20998/2519-4461.2022.4.9	PROPN
aijes-7161	262	20	https://doi.org/10.32782/2524-0072/2023-50-70	https://doi.org/10.32782/2524-0072/2023-50-70	PROPN
aijes-7161	262	21	https://doi.org/10.32782/2524-0072/2023-50-70	https://doi.org/10.32782/2524-0072/2023-50-70	PROPN
aijes-7161	262	22	https://doi.org/10.32782/2708-0366/2023.15.22	https://doi.org/10.32782/2708-0366/2023.15.22	PROPN
aijes-7161	262	23	https://doi.org/10.3390/joitmc8030139	https://doi.org/10.3390/joitmc8030139	PROPN
aijes-7161	262	24	https://doi.org/10.18280/ijsse.130506	https://doi.org/10.18280/ijsse.130506	NOUN
aijes-7161	263	1	http://ukrstat.gov.ua/	http://ukrstat.gov.ua/	PROPN
aijes-7161	263	2	https://unctadstat.unctad.org/datacentre/dataviewer/us.ftri	https://unctadstat.unctad.org/datacentre/dataviewer/us.ftri	ADJ
aijes-7161	263	3	https://ec.europa.eu/eurostat/databrowser/view/isoc_eb_ai/default/bar?lang=en	https://ec.europa.eu/eurostat/databrowser/view/isoc_eb_ai/default/bar?lang=en	NOUN