id	sid	tid	token	lemma	pos
issue-383	1	1	baltic	baltic	PROPN
issue-383	1	2	journal	journal	PROPN
issue-383	1	3	of	of	ADP
issue-383	1	4	economic	economic	ADJ
issue-383	1	5	studies	study	NOUN
issue-383	1	6	70	70	NUM
issue-383	1	7	vol	vol	NOUN
issue-383	1	8	.	.	PROPN
issue-383	2	1	4	4	NUM
issue-383	2	2	,	,	PUNCT
issue-383	2	3	no	no	INTJ
issue-383	2	4	.	.	NOUN
issue-383	2	5	2	2	NUM
issue-383	2	6	,	,	PUNCT
issue-383	2	7	2018	2018	NUM
issue-383	2	8	corresponding	correspond	VERB
issue-383	2	9	author	author	NOUN
issue-383	2	10	:	:	PUNCT
issue-383	2	11	1	1	NUM
issue-383	2	12	department	department	NOUN
issue-383	2	13	of	of	ADP
issue-383	2	14	economic	economic	ADJ
issue-383	2	15	cybernetics	cybernetic	NOUN
issue-383	2	16	,	,	PUNCT
issue-383	2	17	vasyl	vasyl	NOUN
issue-383	2	18	stefanyk	stefanyk	ADJ
issue-383	2	19	precarpathian	precarpathian	ADJ
issue-383	2	20	national	national	PROPN
issue-383	2	21	university	university	NOUN
issue-383	2	22	.	.	PUNCT
issue-383	3	1	e	e	X
issue-383	3	2	-	-	NOUN
issue-383	3	3	mail	mail	NOUN
issue-383	3	4	:	:	PUNCT
issue-383	3	5	dmytryshyn_l@hotmail.com	dmytryshyn_l@hotmail.com	PROPN
issue-383	3	6	2	2	NUM
issue-383	3	7	department	department	NOUN
issue-383	3	8	of	of	ADP
issue-383	3	9	tourism	tourism	NOUN
issue-383	3	10	and	and	CCONJ
issue-383	3	11	hotel	hotel	NOUN
issue-383	3	12	and	and	CCONJ
issue-383	3	13	restaurant	restaurant	NOUN
issue-383	3	14	business	business	NOUN
issue-383	3	15	,	,	PUNCT
issue-383	3	16	king	king	NOUN
issue-383	3	17	danylo	danylo	PROPN
issue-383	3	18	university	university	PROPN
issue-383	3	19	.	.	PUNCT
issue-383	4	1	e	e	X
issue-383	4	2	-	-	NOUN
issue-383	4	3	mail	mail	NOUN
issue-383	4	4	:	:	PUNCT
issue-383	4	5	lena_zl@ukr.net	lena_zl@ukr.net	NOUN
issue-383	4	6	doi	doi	PROPN
issue-383	4	7	:	:	PUNCT
issue-383	4	8	https://doi.org/10.30525/2256-0742/2018-4-2-70-77	https://doi.org/10.30525/2256-0742/2018-4-2-70-77	NOUN
issue-383	4	9	innovations	innovation	NOUN
issue-383	4	10	as	as	ADP
issue-383	4	11	a	a	DET
issue-383	4	12	priority	priority	NOUN
issue-383	4	13	factor	factor	NOUN
issue-383	4	14	of	of	ADP
issue-383	4	15	the	the	DET
issue-383	4	16	regional	regional	ADJ
issue-383	4	17	economic	economic	ADJ
issue-383	4	18	development	development	NOUN
issue-383	4	19	lesia	lesia	PROPN
issue-383	4	20	dmytryshyn1	dmytryshyn1	NOUN
issue-383	4	21	vasyl	vasyl	NOUN
issue-383	4	22	stefanyk	stefanyk	PROPN
issue-383	4	23	precarpathian	precarpathian	PROPN
issue-383	4	24	national	national	PROPN
issue-383	4	25	university	university	PROPN
issue-383	4	26	,	,	PUNCT
issue-383	4	27	ukraine	ukraine	PROPN
issue-383	4	28	olena	olena	PROPN
issue-383	4	29	zvarych2	zvarych2	PROPN
issue-383	4	30	king	king	PROPN
issue-383	4	31	danylo	danylo	PROPN
issue-383	4	32	university	university	PROPN
issue-383	4	33	,	,	PUNCT
issue-383	4	34	ukraine	ukraine	PROPN
issue-383	4	35	abstract	abstract	NOUN
issue-383	4	36	.	.	PUNCT
issue-383	5	1	the	the	DET
issue-383	5	2	goal	goal	NOUN
issue-383	5	3	of	of	ADP
issue-383	5	4	the	the	DET
issue-383	5	5	paper	paper	NOUN
issue-383	5	6	is	be	AUX
issue-383	5	7	to	to	PART
issue-383	5	8	study	study	VERB
issue-383	5	9	the	the	DET
issue-383	5	10	role	role	NOUN
issue-383	5	11	and	and	CCONJ
issue-383	5	12	assess	assess	VERB
issue-383	5	13	the	the	DET
issue-383	5	14	innovation	innovation	NOUN
issue-383	5	15	impact	impact	NOUN
issue-383	5	16	on	on	ADP
issue-383	5	17	the	the	DET
issue-383	5	18	economic	economic	ADJ
issue-383	5	19	development	development	NOUN
issue-383	5	20	of	of	ADP
issue-383	5	21	the	the	DET
issue-383	5	22	region	region	NOUN
issue-383	5	23	.	.	PUNCT
issue-383	6	1	methodology	methodology	NOUN
issue-383	6	2	.	.	PUNCT
issue-383	7	1	theoretical	theoretical	ADJ
issue-383	7	2	and	and	CCONJ
issue-383	7	3	methodological	methodological	ADJ
issue-383	7	4	foundations	foundation	NOUN
issue-383	7	5	of	of	ADP
issue-383	7	6	the	the	DET
issue-383	7	7	research	research	NOUN
issue-383	7	8	draw	draw	VERB
issue-383	7	9	the	the	DET
issue-383	7	10	works	work	NOUN
issue-383	7	11	of	of	ADP
issue-383	7	12	scientists	scientist	NOUN
issue-383	7	13	on	on	ADP
issue-383	7	14	the	the	DET
issue-383	7	15	problems	problem	NOUN
issue-383	7	16	of	of	ADP
issue-383	7	17	economic	economic	ADJ
issue-383	7	18	development	development	NOUN
issue-383	7	19	of	of	ADP
issue-383	7	20	regions	region	NOUN
issue-383	7	21	.	.	PUNCT
issue-383	8	1	in	in	ADP
issue-383	8	2	the	the	DET
issue-383	8	3	process	process	NOUN
issue-383	8	4	of	of	ADP
issue-383	8	5	scientific	scientific	ADJ
issue-383	8	6	research	research	NOUN
issue-383	8	7	,	,	PUNCT
issue-383	8	8	a	a	DET
issue-383	8	9	complex	complex	NOUN
issue-383	8	10	of	of	ADP
issue-383	8	11	such	such	ADJ
issue-383	8	12	methods	method	NOUN
issue-383	8	13	was	be	AUX
issue-383	8	14	used	use	VERB
issue-383	8	15	:	:	PUNCT
issue-383	8	16	content	content	NOUN
issue-383	8	17	analysis	analysis	NOUN
issue-383	8	18	,	,	PUNCT
issue-383	8	19	generalization	generalization	NOUN
issue-383	8	20	,	,	PUNCT
issue-383	8	21	systematization	systematization	NOUN
issue-383	8	22	–	–	PUNCT
issue-383	8	23	in	in	ADP
issue-383	8	24	order	order	NOUN
issue-383	8	25	to	to	PART
issue-383	8	26	specify	specify	VERB
issue-383	8	27	the	the	DET
issue-383	8	28	conceptual	conceptual	ADJ
issue-383	8	29	-	-	PUNCT
issue-383	8	30	categorical	categorical	ADJ
issue-383	8	31	apparatus	apparatus	NOUN
issue-383	8	32	and	and	CCONJ
issue-383	8	33	identify	identify	VERB
issue-383	8	34	features	feature	NOUN
issue-383	8	35	of	of	ADP
issue-383	8	36	innovation	innovation	NOUN
issue-383	8	37	;	;	PUNCT
issue-383	8	38	dynamic	dynamic	ADJ
issue-383	8	39	,	,	PUNCT
issue-383	8	40	statistical	statistical	ADJ
issue-383	8	41	,	,	PUNCT
issue-383	8	42	comparative	comparative	ADJ
issue-383	8	43	analysis	analysis	NOUN
issue-383	8	44	–	–	PUNCT
issue-383	8	45	when	when	SCONJ
issue-383	8	46	identifying	identify	VERB
issue-383	8	47	the	the	DET
issue-383	8	48	innovation	innovation	NOUN
issue-383	8	49	influence	influence	NOUN
issue-383	8	50	features	feature	VERB
issue-383	8	51	on	on	ADP
issue-383	8	52	the	the	DET
issue-383	8	53	economic	economic	ADJ
issue-383	8	54	development	development	NOUN
issue-383	8	55	of	of	ADP
issue-383	8	56	the	the	DET
issue-383	8	57	region	region	NOUN
issue-383	8	58	,	,	PUNCT
issue-383	8	59	mathematical	mathematical	ADJ
issue-383	8	60	modelling	modelling	NOUN
issue-383	8	61	in	in	ADP
issue-383	8	62	economics	economic	NOUN
issue-383	8	63	–	–	PUNCT
issue-383	8	64	to	to	PART
issue-383	8	65	develop	develop	VERB
issue-383	8	66	a	a	DET
issue-383	8	67	methodology	methodology	NOUN
issue-383	8	68	for	for	ADP
issue-383	8	69	assessing	assess	VERB
issue-383	8	70	the	the	DET
issue-383	8	71	innovation	innovation	NOUN
issue-383	8	72	impact	impact	NOUN
issue-383	8	73	on	on	ADP
issue-383	8	74	the	the	DET
issue-383	8	75	economic	economic	ADJ
issue-383	8	76	development	development	NOUN
issue-383	8	77	of	of	ADP
issue-383	8	78	the	the	DET
issue-383	8	79	region	region	NOUN
issue-383	8	80	.	.	PUNCT
issue-383	9	1	results	result	NOUN
issue-383	9	2	.	.	PUNCT
issue-383	10	1	features	feature	NOUN
issue-383	10	2	of	of	ADP
issue-383	10	3	an	an	DET
issue-383	10	4	innovative	innovative	ADJ
issue-383	10	5	approach	approach	NOUN
issue-383	10	6	to	to	ADP
issue-383	10	7	the	the	DET
issue-383	10	8	economic	economic	ADJ
issue-383	10	9	development	development	NOUN
issue-383	10	10	of	of	ADP
issue-383	10	11	regions	region	NOUN
issue-383	10	12	in	in	ADP
issue-383	10	13	the	the	DET
issue-383	10	14	context	context	NOUN
issue-383	10	15	of	of	ADP
issue-383	10	16	obtaining	obtain	VERB
issue-383	10	17	sustainable	sustainable	ADJ
issue-383	10	18	competitive	competitive	ADJ
issue-383	10	19	advantage	advantage	NOUN
issue-383	10	20	and	and	CCONJ
issue-383	10	21	strengthening	strengthening	NOUN
issue-383	10	22	of	of	ADP
issue-383	10	23	positions	position	NOUN
issue-383	10	24	of	of	ADP
issue-383	10	25	regions	region	NOUN
issue-383	10	26	on	on	ADP
issue-383	10	27	the	the	DET
issue-383	10	28	international	international	ADJ
issue-383	10	29	arena	arena	NOUN
issue-383	10	30	.	.	PUNCT
issue-383	11	1	the	the	DET
issue-383	11	2	analysis	analysis	NOUN
issue-383	11	3	of	of	ADP
issue-383	11	4	the	the	DET
issue-383	11	5	innovativeness	innovativeness	NOUN
issue-383	11	6	level	level	NOUN
issue-383	11	7	of	of	ADP
issue-383	11	8	the	the	DET
issue-383	11	9	regions	region	NOUN
issue-383	11	10	’	'	PUNCT
issue-383	11	11	development	development	NOUN
issue-383	11	12	was	be	AUX
issue-383	11	13	carried	carry	VERB
issue-383	11	14	out	out	ADP
issue-383	11	15	and	and	CCONJ
issue-383	11	16	the	the	DET
issue-383	11	17	methodical	methodical	ADJ
issue-383	11	18	approach	approach	NOUN
issue-383	11	19	for	for	ADP
issue-383	11	20	determining	determine	VERB
issue-383	11	21	the	the	DET
issue-383	11	22	degree	degree	NOUN
issue-383	11	23	of	of	ADP
issue-383	11	24	innovation	innovation	NOUN
issue-383	11	25	effectiveness	effectiveness	NOUN
issue-383	11	26	in	in	ADP
issue-383	11	27	a	a	DET
issue-383	11	28	hierarchical	hierarchical	ADJ
issue-383	11	29	regional	regional	ADJ
issue-383	11	30	section	section	NOUN
issue-383	11	31	was	be	AUX
issue-383	11	32	proposed	propose	VERB
issue-383	11	33	,	,	PUNCT
issue-383	11	34	which	which	PRON
issue-383	11	35	is	be	AUX
issue-383	11	36	based	base	VERB
issue-383	11	37	on	on	ADP
issue-383	11	38	the	the	DET
issue-383	11	39	use	use	NOUN
issue-383	11	40	of	of	ADP
issue-383	11	41	tools	tool	NOUN
issue-383	11	42	of	of	ADP
issue-383	11	43	the	the	DET
issue-383	11	44	multidimensional	multidimensional	ADJ
issue-383	11	45	statistical	statistical	ADJ
issue-383	11	46	analysis	analysis	NOUN
issue-383	11	47	.	.	PUNCT
issue-383	12	1	at	at	ADP
issue-383	12	2	the	the	DET
issue-383	12	3	same	same	ADJ
issue-383	12	4	time	time	NOUN
issue-383	12	5	,	,	PUNCT
issue-383	12	6	the	the	DET
issue-383	12	7	effectiveness	effectiveness	NOUN
issue-383	12	8	of	of	ADP
issue-383	12	9	regional	regional	ADJ
issue-383	12	10	innovation	innovation	NOUN
issue-383	12	11	involves	involve	VERB
issue-383	12	12	the	the	DET
issue-383	12	13	implementation	implementation	NOUN
issue-383	12	14	of	of	ADP
issue-383	12	15	these	these	DET
issue-383	12	16	stages	stage	NOUN
issue-383	12	17	:	:	PUNCT
issue-383	12	18	formation	formation	NOUN
issue-383	12	19	of	of	ADP
issue-383	12	20	the	the	DET
issue-383	12	21	statistical	statistical	ADJ
issue-383	12	22	data	data	NOUN
issue-383	12	23	matrix	matrix	NOUN
issue-383	12	24	on	on	ADP
issue-383	12	25	the	the	DET
issue-383	12	26	basis	basis	NOUN
issue-383	12	27	of	of	ADP
issue-383	12	28	the	the	DET
issue-383	12	29	regional	regional	ADJ
issue-383	12	30	innovation	innovation	NOUN
issue-383	12	31	factors	factor	NOUN
issue-383	12	32	by	by	ADP
issue-383	12	33	types	type	NOUN
issue-383	12	34	of	of	ADP
issue-383	12	35	input	input	NOUN
issue-383	12	36	and	and	CCONJ
issue-383	12	37	output	output	NOUN
issue-383	12	38	,	,	PUNCT
issue-383	12	39	defying	defy	VERB
issue-383	12	40	the	the	DET
issue-383	12	41	degree	degree	NOUN
issue-383	12	42	of	of	ADP
issue-383	12	43	innovation	innovation	NOUN
issue-383	12	44	of	of	ADP
issue-383	12	45	each	each	DET
issue-383	12	46	region	region	NOUN
issue-383	12	47	,	,	PUNCT
issue-383	12	48	determining	determine	VERB
issue-383	12	49	the	the	DET
issue-383	12	50	innovation	innovation	NOUN
issue-383	12	51	effectiveness	effectiveness	NOUN
issue-383	12	52	measure	measure	NOUN
issue-383	12	53	in	in	ADP
issue-383	12	54	the	the	DET
issue-383	12	55	hierarchical	hierarchical	ADJ
issue-383	12	56	regional	regional	ADJ
issue-383	12	57	context	context	NOUN
issue-383	12	58	.	.	PUNCT
issue-383	13	1	it	it	PRON
issue-383	13	2	is	be	AUX
issue-383	13	3	established	establish	VERB
issue-383	13	4	that	that	SCONJ
issue-383	13	5	the	the	DET
issue-383	13	6	semantic	semantic	ADJ
issue-383	13	7	interpretation	interpretation	NOUN
issue-383	13	8	of	of	ADP
issue-383	13	9	the	the	DET
issue-383	13	10	regional	regional	ADJ
issue-383	13	11	innovation	innovation	NOUN
issue-383	13	12	effectiveness	effectiveness	NOUN
issue-383	13	13	requires	require	VERB
issue-383	13	14	clarification	clarification	NOUN
issue-383	13	15	of	of	ADP
issue-383	13	16	the	the	DET
issue-383	13	17	classification	classification	NOUN
issue-383	13	18	procedure	procedure	NOUN
issue-383	13	19	of	of	ADP
issue-383	13	20	regions	region	NOUN
issue-383	13	21	taking	take	VERB
issue-383	13	22	into	into	ADP
issue-383	13	23	account	account	NOUN
issue-383	13	24	the	the	DET
issue-383	13	25	chosen	choose	VERB
issue-383	13	26	methodology	methodology	NOUN
issue-383	13	27	for	for	ADP
issue-383	13	28	the	the	DET
issue-383	13	29	correlation	correlation	NOUN
issue-383	13	30	of	of	ADP
issue-383	13	31	input	input	NOUN
issue-383	13	32	and	and	CCONJ
issue-383	13	33	output	output	NOUN
issue-383	13	34	indices	index	NOUN
issue-383	13	35	.	.	PUNCT
issue-383	14	1	it	it	PRON
issue-383	14	2	is	be	AUX
issue-383	14	3	substantiated	substantiate	VERB
issue-383	14	4	that	that	SCONJ
issue-383	14	5	the	the	DET
issue-383	14	6	innovation	innovation	NOUN
issue-383	14	7	efficiency	efficiency	NOUN
issue-383	14	8	definition	definition	NOUN
issue-383	14	9	should	should	AUX
issue-383	14	10	take	take	VERB
issue-383	14	11	into	into	ADP
issue-383	14	12	account	account	NOUN
issue-383	14	13	interregional	interregional	ADJ
issue-383	14	14	differentiation	differentiation	NOUN
issue-383	14	15	,	,	PUNCT
issue-383	14	16	as	as	ADP
issue-383	14	17	a	a	DET
issue-383	14	18	result	result	NOUN
issue-383	14	19	of	of	ADP
issue-383	14	20	which	which	PRON
issue-383	14	21	the	the	DET
issue-383	14	22	measure	measure	NOUN
issue-383	14	23	of	of	ADP
issue-383	14	24	the	the	DET
issue-383	14	25	effectiveness	effectiveness	NOUN
issue-383	14	26	of	of	ADP
issue-383	14	27	regional	regional	ADJ
issue-383	14	28	innovation	innovation	NOUN
issue-383	14	29	,	,	PUNCT
issue-383	14	30	which	which	PRON
issue-383	14	31	takes	take	VERB
issue-383	14	32	into	into	ADP
issue-383	14	33	account	account	NOUN
issue-383	14	34	:	:	PUNCT
issue-383	14	35	the	the	DET
issue-383	14	36	ties	tie	NOUN
issue-383	14	37	between	between	ADP
issue-383	14	38	the	the	DET
issue-383	14	39	country	country	NOUN
issue-383	14	40	and	and	CCONJ
issue-383	14	41	regions	region	NOUN
issue-383	14	42	forming	form	VERB
issue-383	14	43	a	a	DET
issue-383	14	44	hierarchical	hierarchical	ADJ
issue-383	14	45	structure	structure	NOUN
issue-383	14	46	,	,	PUNCT
issue-383	14	47	the	the	DET
issue-383	14	48	connections	connection	NOUN
issue-383	14	49	between	between	ADP
issue-383	14	50	the	the	DET
issue-383	14	51	innovation	innovation	NOUN
issue-383	14	52	index	index	NOUN
issue-383	14	53	of	of	ADP
issue-383	14	54	the	the	DET
issue-383	14	55	region	region	NOUN
issue-383	14	56	of	of	ADP
issue-383	14	57	input	input	NOUN
issue-383	14	58	type	type	NOUN
issue-383	14	59	,	,	PUNCT
issue-383	14	60	and	and	CCONJ
issue-383	14	61	the	the	DET
issue-383	14	62	innovation	innovation	NOUN
issue-383	14	63	index	index	NOUN
issue-383	14	64	of	of	ADP
issue-383	14	65	the	the	DET
issue-383	14	66	region	region	NOUN
issue-383	14	67	of	of	ADP
issue-383	14	68	output	output	NOUN
issue-383	14	69	type	type	NOUN
issue-383	14	70	.	.	PUNCT
issue-383	15	1	practical	practical	ADJ
issue-383	15	2	importance	importance	NOUN
issue-383	15	3	.	.	PUNCT
issue-383	16	1	it	it	PRON
issue-383	16	2	is	be	AUX
issue-383	16	3	established	establish	VERB
issue-383	16	4	that	that	SCONJ
issue-383	16	5	the	the	DET
issue-383	16	6	use	use	NOUN
issue-383	16	7	of	of	ADP
issue-383	16	8	a	a	DET
issue-383	16	9	single	single	ADJ
issue-383	16	10	combined	combine	VERB
issue-383	16	11	indicator	indicator	NOUN
issue-383	16	12	and	and	CCONJ
issue-383	16	13	the	the	DET
issue-383	16	14	rating	rating	NOUN
issue-383	16	15	table	table	NOUN
issue-383	16	16	does	do	AUX
issue-383	16	17	not	not	PART
issue-383	16	18	allow	allow	VERB
issue-383	16	19	you	you	PRON
issue-383	16	20	to	to	PART
issue-383	16	21	track	track	VERB
issue-383	16	22	the	the	DET
issue-383	16	23	complexity	complexity	NOUN
issue-383	16	24	of	of	ADP
issue-383	16	25	the	the	DET
issue-383	16	26	innovation	innovation	NOUN
issue-383	16	27	process	process	NOUN
issue-383	16	28	itself	itself	PRON
issue-383	16	29	,	,	PUNCT
issue-383	16	30	with	with	ADP
issue-383	16	31	innovation	innovation	NOUN
issue-383	16	32	indicators	indicator	NOUN
issue-383	16	33	shifting	shift	VERB
issue-383	16	34	in	in	ADP
issue-383	16	35	favour	favour	NOUN
issue-383	16	36	of	of	ADP
issue-383	16	37	those	those	DET
issue-383	16	38	countries	country	NOUN
issue-383	16	39	specializing	specialize	VERB
issue-383	16	40	in	in	ADP
issue-383	16	41	high	high	ADJ
issue-383	16	42	-	-	PUNCT
issue-383	16	43	tech	tech	NOUN
issue-383	16	44	industries	industry	NOUN
issue-383	16	45	,	,	PUNCT
issue-383	16	46	in	in	ADP
issue-383	16	47	particular	particular	ADJ
issue-383	16	48	,	,	PUNCT
issue-383	16	49	in	in	ADP
issue-383	16	50	high	high	ADJ
issue-383	16	51	-	-	PUNCT
issue-383	16	52	tech	tech	NOUN
issue-383	16	53	manufacturing	manufacturing	NOUN
issue-383	16	54	.	.	PUNCT
issue-383	17	1	the	the	DET
issue-383	17	2	significance	significance	NOUN
issue-383	17	3	of	of	ADP
issue-383	17	4	the	the	DET
issue-383	17	5	influence	influence	NOUN
issue-383	17	6	on	on	ADP
issue-383	17	7	innovation	innovation	NOUN
issue-383	17	8	,	,	PUNCT
issue-383	17	9	in	in	ADP
issue-383	17	10	addition	addition	NOUN
issue-383	17	11	to	to	ADP
issue-383	17	12	financial	financial	ADJ
issue-383	17	13	,	,	PUNCT
issue-383	17	14	economic	economic	ADJ
issue-383	17	15	,	,	PUNCT
issue-383	17	16	and	and	CCONJ
issue-383	17	17	educational	educational	ADJ
issue-383	17	18	factors	factor	NOUN
issue-383	17	19	is	be	AUX
issue-383	17	20	substantiated	substantiate	VERB
issue-383	17	21	,	,	PUNCT
issue-383	17	22	as	as	ADV
issue-383	17	23	well	well	ADV
issue-383	17	24	as	as	ADP
issue-383	17	25	technological	technological	ADJ
issue-383	17	26	,	,	PUNCT
issue-383	17	27	organizational	organizational	ADJ
issue-383	17	28	and	and	CCONJ
issue-383	17	29	managerial	managerial	ADJ
issue-383	17	30	,	,	PUNCT
issue-383	17	31	and	and	CCONJ
issue-383	17	32	especially	especially	ADV
issue-383	17	33	social	social	ADJ
issue-383	17	34	and	and	CCONJ
issue-383	17	35	psychological	psychological	ADJ
issue-383	17	36	factors	factor	NOUN
issue-383	17	37	.	.	PUNCT
issue-383	18	1	on	on	ADP
issue-383	18	2	the	the	DET
issue-383	18	3	basis	basis	NOUN
issue-383	18	4	of	of	ADP
issue-383	18	5	calculating	calculate	VERB
issue-383	18	6	the	the	DET
issue-383	18	7	innovation	innovation	NOUN
issue-383	18	8	efficiency	efficiency	NOUN
issue-383	18	9	of	of	ADP
issue-383	18	10	regions	region	NOUN
issue-383	18	11	for	for	ADP
issue-383	18	12	the	the	DET
issue-383	18	13	different	different	ADJ
issue-383	18	14	values	value	NOUN
issue-383	18	15	of	of	ADP
issue-383	18	16	the	the	DET
issue-383	18	17	given	give	VERB
issue-383	18	18	index	index	NOUN
issue-383	18	19	,	,	PUNCT
issue-383	18	20	it	it	PRON
issue-383	18	21	is	be	AUX
issue-383	18	22	established	establish	VERB
issue-383	18	23	that	that	SCONJ
issue-383	18	24	its	its	PRON
issue-383	18	25	magnitude	magnitude	NOUN
issue-383	18	26	affects	affect	VERB
issue-383	18	27	the	the	DET
issue-383	18	28	place	place	NOUN
issue-383	18	29	of	of	ADP
issue-383	18	30	the	the	DET
issue-383	18	31	region	region	NOUN
issue-383	18	32	in	in	ADP
issue-383	18	33	the	the	DET
issue-383	18	34	classification	classification	NOUN
issue-383	18	35	of	of	ADP
issue-383	18	36	regions	region	NOUN
issue-383	18	37	taking	take	VERB
issue-383	18	38	into	into	ADP
issue-383	18	39	account	account	NOUN
issue-383	18	40	the	the	DET
issue-383	18	41	chosen	choose	VERB
issue-383	18	42	methodology	methodology	NOUN
issue-383	18	43	of	of	ADP
issue-383	18	44	the	the	DET
issue-383	18	45	correlation	correlation	NOUN
issue-383	18	46	of	of	ADP
issue-383	18	47	input	input	NOUN
issue-383	18	48	and	and	CCONJ
issue-383	18	49	output	output	NOUN
issue-383	18	50	indices	index	NOUN
issue-383	18	51	.	.	PUNCT
issue-383	19	1	in	in	ADP
issue-383	19	2	determining	determine	VERB
issue-383	19	3	the	the	DET
issue-383	19	4	degree	degree	NOUN
issue-383	19	5	of	of	ADP
issue-383	19	6	innovation	innovation	NOUN
issue-383	19	7	effectiveness	effectiveness	NOUN
issue-383	19	8	in	in	ADP
issue-383	19	9	the	the	DET
issue-383	19	10	national	national	ADJ
issue-383	19	11	context	context	NOUN
issue-383	19	12	,	,	PUNCT
issue-383	19	13	it	it	PRON
issue-383	19	14	is	be	AUX
issue-383	19	15	proposed	propose	VERB
issue-383	19	16	to	to	PART
issue-383	19	17	use	use	VERB
issue-383	19	18	the	the	DET
issue-383	19	19	regional	regional	ADJ
issue-383	19	20	innovation	innovation	NOUN
issue-383	19	21	multiplier	multiplier	ADV
issue-383	19	22	.	.	PUNCT
issue-383	20	1	its	its	PRON
issue-383	20	2	value	value	NOUN
issue-383	20	3	directly	directly	ADV
issue-383	20	4	determines	determine	VERB
issue-383	20	5	the	the	DET
issue-383	20	6	position	position	NOUN
issue-383	20	7	of	of	ADP
issue-383	20	8	the	the	DET
issue-383	20	9	country	country	NOUN
issue-383	20	10	with	with	ADP
issue-383	20	11	regard	regard	NOUN
issue-383	20	12	to	to	ADP
issue-383	20	13	the	the	DET
issue-383	20	14	effectiveness	effectiveness	NOUN
issue-383	20	15	of	of	ADP
issue-383	20	16	the	the	DET
issue-383	20	17	use	use	NOUN
issue-383	20	18	of	of	ADP
issue-383	20	19	innovations	innovation	NOUN
issue-383	20	20	in	in	ADP
issue-383	20	21	a	a	DET
issue-383	20	22	regional	regional	ADJ
issue-383	20	23	context	context	NOUN
issue-383	20	24	and	and	CCONJ
issue-383	20	25	,	,	PUNCT
issue-383	20	26	therefore	therefore	ADV
issue-383	20	27	,	,	PUNCT
issue-383	20	28	can	can	AUX
issue-383	20	29	serve	serve	VERB
issue-383	20	30	as	as	ADP
issue-383	20	31	a	a	DET
issue-383	20	32	benchmark	benchmark	NOUN
issue-383	20	33	for	for	ADP
issue-383	20	34	national	national	ADJ
issue-383	20	35	policy	policy	NOUN
issue-383	20	36	in	in	ADP
issue-383	20	37	this	this	DET
issue-383	20	38	aspect	aspect	NOUN
issue-383	20	39	.	.	PUNCT
issue-383	21	1	importance	importance	NOUN
issue-383	21	2	/	/	SYM
issue-383	21	3	originality	originality	NOUN
issue-383	21	4	.	.	PUNCT
issue-383	22	1	on	on	ADP
issue-383	22	2	the	the	DET
issue-383	22	3	basis	basis	NOUN
issue-383	22	4	of	of	ADP
issue-383	22	5	the	the	DET
issue-383	22	6	conducted	conduct	VERB
issue-383	22	7	research	research	NOUN
issue-383	22	8	,	,	PUNCT
issue-383	22	9	a	a	DET
issue-383	22	10	methodical	methodical	ADJ
issue-383	22	11	approach	approach	NOUN
issue-383	22	12	is	be	AUX
issue-383	22	13	proposed	propose	VERB
issue-383	22	14	to	to	PART
issue-383	22	15	evaluate	evaluate	VERB
issue-383	22	16	the	the	DET
issue-383	22	17	effectiveness	effectiveness	NOUN
issue-383	22	18	of	of	ADP
issue-383	22	19	regional	regional	ADJ
issue-383	22	20	innovation	innovation	NOUN
issue-383	22	21	on	on	ADP
issue-383	22	22	fundamentally	fundamentally	ADV
issue-383	22	23	new	new	ADJ
issue-383	22	24	principles	principle	NOUN
issue-383	22	25	,	,	PUNCT
issue-383	22	26	which	which	PRON
issue-383	22	27	add	add	VERB
issue-383	22	28	an	an	DET
issue-383	22	29	opportunity	opportunity	NOUN
issue-383	22	30	to	to	PART
issue-383	22	31	reproduce	reproduce	VERB
issue-383	22	32	the	the	DET
issue-383	22	33	innovative	innovative	ADJ
issue-383	22	34	potential	potential	NOUN
issue-383	22	35	and	and	CCONJ
issue-383	22	36	increase	increase	VERB
issue-383	22	37	the	the	DET
issue-383	22	38	technological	technological	ADJ
issue-383	22	39	and	and	CCONJ
issue-383	22	40	the	the	DET
issue-383	22	41	information	information	NOUN
issue-383	22	42	level	level	NOUN
issue-383	22	43	of	of	ADP
issue-383	22	44	all	all	DET
issue-383	22	45	spheres	sphere	NOUN
issue-383	22	46	of	of	ADP
issue-383	22	47	economic	economic	ADJ
issue-383	22	48	activity	activity	NOUN
issue-383	22	49	of	of	ADP
issue-383	22	50	the	the	DET
issue-383	22	51	region	region	NOUN
issue-383	22	52	,	,	PUNCT
issue-383	22	53	to	to	PART
issue-383	22	54	achieve	achieve	VERB
issue-383	22	55	a	a	DET
issue-383	22	56	high	high	ADJ
issue-383	22	57	level	level	NOUN
issue-383	22	58	of	of	ADP
issue-383	22	59	competitiveness	competitiveness	NOUN
issue-383	22	60	of	of	ADP
issue-383	22	61	its	its	PRON
issue-383	22	62	activity	activity	NOUN
issue-383	22	63	.	.	PUNCT
issue-383	23	1	key	key	ADJ
issue-383	23	2	words	word	NOUN
issue-383	23	3	:	:	PUNCT
issue-383	23	4	region	region	NOUN
issue-383	23	5	,	,	PUNCT
issue-383	23	6	economic	economic	ADJ
issue-383	23	7	development	development	NOUN
issue-383	23	8	,	,	PUNCT
issue-383	23	9	innovations	innovation	NOUN
issue-383	23	10	,	,	PUNCT
issue-383	23	11	innovation	innovation	NOUN
issue-383	23	12	index	index	NOUN
issue-383	23	13	,	,	PUNCT
issue-383	23	14	regional	regional	ADJ
issue-383	23	15	innovation	innovation	NOUN
issue-383	23	16	effectiveness	effectiveness	NOUN
issue-383	23	17	.	.	PUNCT
issue-383	24	1	jel	jel	PROPN
issue-383	24	2	classification	classification	NOUN
issue-383	24	3	:	:	PUNCT
issue-383	24	4	r10	r10	PROPN
issue-383	24	5	,	,	PUNCT
issue-383	24	6	o10	o10	NOUN
issue-383	24	7	,	,	PUNCT
issue-383	24	8	o30	o30	NOUN
issue-383	24	9	baltic	baltic	ADJ
issue-383	24	10	journal	journal	NOUN
issue-383	24	11	of	of	ADP
issue-383	24	12	economic	economic	ADJ
issue-383	24	13	studies	study	NOUN
issue-383	24	14	71	71	NUM
issue-383	24	15	vol	vol	NOUN
issue-383	24	16	.	.	PROPN
issue-383	25	1	4	4	NUM
issue-383	25	2	,	,	PUNCT
issue-383	25	3	no	no	INTJ
issue-383	25	4	.	.	NOUN
issue-383	25	5	2	2	NUM
issue-383	25	6	,	,	PUNCT
issue-383	25	7	2018	2018	NUM
issue-383	25	8	1	1	NUM
issue-383	25	9	.	.	PUNCT
issue-383	26	1	introduction	introduction	NOUN
issue-383	26	2	innovation	innovation	NOUN
issue-383	26	3	is	be	AUX
issue-383	26	4	one	one	NUM
issue-383	26	5	of	of	ADP
issue-383	26	6	the	the	DET
issue-383	26	7	determining	determine	VERB
issue-383	26	8	factors	factor	NOUN
issue-383	26	9	in	in	ADP
issue-383	26	10	the	the	DET
issue-383	26	11	competitiveness	competitiveness	NOUN
issue-383	26	12	of	of	ADP
issue-383	26	13	the	the	DET
issue-383	26	14	regions	region	NOUN
issue-383	26	15	.	.	PUNCT
issue-383	27	1	the	the	DET
issue-383	27	2	modern	modern	ADJ
issue-383	27	3	role	role	NOUN
issue-383	27	4	of	of	ADP
issue-383	27	5	the	the	DET
issue-383	27	6	economic	economic	ADJ
issue-383	27	7	region	region	NOUN
issue-383	27	8	in	in	ADP
issue-383	27	9	the	the	DET
issue-383	27	10	global	global	ADJ
issue-383	27	11	economy	economy	NOUN
issue-383	27	12	is	be	AUX
issue-383	27	13	determined	determine	VERB
issue-383	27	14	by	by	ADP
issue-383	27	15	the	the	DET
issue-383	27	16	localization	localization	NOUN
issue-383	27	17	in	in	ADP
issue-383	27	18	its	its	PRON
issue-383	27	19	space	space	NOUN
issue-383	27	20	of	of	ADP
issue-383	27	21	innovation	innovation	NOUN
issue-383	27	22	and	and	CCONJ
issue-383	27	23	creative	creative	ADJ
issue-383	27	24	activity	activity	NOUN
issue-383	27	25	.	.	PUNCT
issue-383	28	1	the	the	DET
issue-383	28	2	region	region	NOUN
issue-383	28	3	,	,	PUNCT
issue-383	28	4	aimed	aim	VERB
issue-383	28	5	at	at	ADP
issue-383	28	6	introducing	introduce	VERB
issue-383	28	7	innovations	innovation	NOUN
issue-383	28	8	,	,	PUNCT
issue-383	28	9	undergoes	undergo	VERB
issue-383	28	10	continuous	continuous	ADJ
issue-383	28	11	transformations	transformation	NOUN
issue-383	28	12	,	,	PUNCT
issue-383	28	13	creates	create	VERB
issue-383	28	14	highly	highly	ADV
issue-383	28	15	technological	technological	ADJ
issue-383	28	16	products	product	NOUN
issue-383	28	17	,	,	PUNCT
issue-383	28	18	timely	timely	ADV
issue-383	28	19	adjusts	adjust	VERB
issue-383	28	20	its	its	PRON
issue-383	28	21	strategic	strategic	ADJ
issue-383	28	22	goals	goal	NOUN
issue-383	28	23	,	,	PUNCT
issue-383	28	24	which	which	PRON
issue-383	28	25	leads	lead	VERB
issue-383	28	26	to	to	ADP
issue-383	28	27	stagnation	stagnation	NOUN
issue-383	28	28	.	.	PUNCT
issue-383	29	1	an	an	DET
issue-383	29	2	innovative	innovative	ADJ
issue-383	29	3	approach	approach	NOUN
issue-383	29	4	to	to	ADP
issue-383	29	5	the	the	DET
issue-383	29	6	economic	economic	ADJ
issue-383	29	7	regions	region	NOUN
issue-383	29	8	’	'	PUNCT
issue-383	29	9	development	development	NOUN
issue-383	29	10	contributes	contribute	VERB
issue-383	29	11	to	to	ADP
issue-383	29	12	the	the	DET
issue-383	29	13	efficient	efficient	ADJ
issue-383	29	14	use	use	NOUN
issue-383	29	15	of	of	ADP
issue-383	29	16	the	the	DET
issue-383	29	17	potential	potential	NOUN
issue-383	29	18	and	and	CCONJ
issue-383	29	19	resources	resource	NOUN
issue-383	29	20	of	of	ADP
issue-383	29	21	these	these	DET
issue-383	29	22	spatial	spatial	ADJ
issue-383	29	23	units	unit	NOUN
issue-383	29	24	,	,	PUNCT
issue-383	29	25	as	as	ADP
issue-383	29	26	a	a	DET
issue-383	29	27	result	result	NOUN
issue-383	29	28	of	of	ADP
issue-383	29	29	obtaining	obtain	VERB
issue-383	29	30	a	a	DET
issue-383	29	31	sustainable	sustainable	ADJ
issue-383	29	32	competitive	competitive	ADJ
issue-383	29	33	advantage	advantage	NOUN
issue-383	29	34	and	and	CCONJ
issue-383	29	35	changing	change	VERB
issue-383	29	36	the	the	DET
issue-383	29	37	place	place	NOUN
issue-383	29	38	of	of	ADP
issue-383	29	39	economic	economic	ADJ
issue-383	29	40	regions	region	NOUN
issue-383	29	41	on	on	ADP
issue-383	29	42	the	the	DET
issue-383	29	43	international	international	ADJ
issue-383	29	44	arena	arena	NOUN
issue-383	29	45	.	.	PUNCT
issue-383	30	1	in	in	ADP
issue-383	30	2	the	the	DET
issue-383	30	3	regional	regional	ADJ
issue-383	30	4	innovation	innovation	NOUN
issue-383	30	5	system	system	NOUN
issue-383	30	6	,	,	PUNCT
issue-383	30	7	different	different	ADJ
issue-383	30	8	types	type	NOUN
issue-383	30	9	of	of	ADP
issue-383	30	10	institutions	institution	NOUN
issue-383	30	11	have	have	AUX
issue-383	30	12	,	,	PUNCT
issue-383	30	13	to	to	ADP
issue-383	30	14	varying	vary	VERB
issue-383	30	15	degrees	degree	NOUN
issue-383	30	16	,	,	PUNCT
issue-383	30	17	implemented	implement	VERB
issue-383	30	18	the	the	DET
issue-383	30	19	functions	function	NOUN
issue-383	30	20	of	of	ADP
issue-383	30	21	production	production	NOUN
issue-383	30	22	,	,	PUNCT
issue-383	30	23	circulation	circulation	NOUN
issue-383	30	24	,	,	PUNCT
issue-383	30	25	and	and	CCONJ
issue-383	30	26	absorption	absorption	NOUN
issue-383	30	27	(	(	PUNCT
issue-383	30	28	lundval	lundval	NOUN
issue-383	30	29	,	,	PUNCT
issue-383	30	30	1992	1992	NUM
issue-383	30	31	)	)	PUNCT
issue-383	30	32	.	.	PUNCT
issue-383	31	1	absorption	absorption	NOUN
issue-383	31	2	of	of	ADP
issue-383	31	3	knowledge	knowledge	NOUN
issue-383	31	4	is	be	AUX
issue-383	31	5	basically	basically	ADV
issue-383	31	6	enterprises	enterprise	NOUN
issue-383	31	7	,	,	PUNCT
issue-383	31	8	for	for	SCONJ
issue-383	31	9	the	the	DET
issue-383	31	10	production	production	NOUN
issue-383	31	11	of	of	ADP
issue-383	31	12	knowledge	knowledge	NOUN
issue-383	31	13	corresponds	correspond	VERB
issue-383	31	14	to	to	ADP
issue-383	31	15	universities	university	NOUN
issue-383	31	16	and	and	CCONJ
issue-383	31	17	research	research	NOUN
issue-383	31	18	institutions	institution	NOUN
issue-383	31	19	,	,	PUNCT
issue-383	31	20	both	both	PRON
issue-383	31	21	private	private	ADJ
issue-383	31	22	and	and	CCONJ
issue-383	31	23	governmental	governmental	ADJ
issue-383	31	24	.	.	PUNCT
issue-383	32	1	the	the	DET
issue-383	32	2	circulation	circulation	NOUN
issue-383	32	3	of	of	ADP
issue-383	32	4	knowledge	knowledge	NOUN
issue-383	32	5	is	be	AUX
issue-383	32	6	due	due	ADJ
issue-383	32	7	to	to	ADP
issue-383	32	8	such	such	ADJ
issue-383	32	9	factors	factor	NOUN
issue-383	32	10	as	as	ADP
issue-383	32	11	the	the	DET
issue-383	32	12	regional	regional	ADJ
issue-383	32	13	innovation	innovation	NOUN
issue-383	32	14	system	system	NOUN
issue-383	32	15	,	,	PUNCT
issue-383	32	16	the	the	DET
issue-383	32	17	business	business	NOUN
issue-383	32	18	context	context	NOUN
issue-383	32	19	institutions	institution	NOUN
issue-383	32	20	,	,	PUNCT
issue-383	32	21	regional	regional	ADJ
issue-383	32	22	authorities	authority	NOUN
issue-383	32	23	,	,	PUNCT
issue-383	32	24	innovation	innovation	NOUN
issue-383	32	25	financing	financing	NOUN
issue-383	32	26	institutions	institution	NOUN
issue-383	32	27	,	,	PUNCT
issue-383	32	28	as	as	ADV
issue-383	32	29	well	well	ADV
issue-383	32	30	as	as	ADP
issue-383	32	31	research	research	NOUN
issue-383	32	32	organizations	organization	NOUN
issue-383	32	33	and	and	CCONJ
issue-383	32	34	universities	university	NOUN
issue-383	32	35	.	.	PUNCT
issue-383	33	1	given	give	VERB
issue-383	33	2	the	the	DET
issue-383	33	3	role	role	NOUN
issue-383	33	4	that	that	PRON
issue-383	33	5	innovation	innovation	NOUN
issue-383	33	6	processes	process	NOUN
issue-383	33	7	play	play	VERB
issue-383	33	8	in	in	ADP
issue-383	33	9	today	today	NOUN
issue-383	33	10	’s	’s	PART
issue-383	33	11	economy	economy	NOUN
issue-383	33	12	,	,	PUNCT
issue-383	33	13	identifying	identify	VERB
issue-383	33	14	and	and	CCONJ
issue-383	33	15	taking	take	VERB
issue-383	33	16	into	into	ADP
issue-383	33	17	account	account	NOUN
issue-383	33	18	their	their	PRON
issue-383	33	19	peculiarities	peculiarity	NOUN
issue-383	33	20	is	be	AUX
issue-383	33	21	a	a	DET
issue-383	33	22	necessary	necessary	ADJ
issue-383	33	23	condition	condition	NOUN
issue-383	33	24	for	for	ADP
issue-383	33	25	ensuring	ensure	VERB
issue-383	33	26	the	the	DET
issue-383	33	27	economic	economic	ADJ
issue-383	33	28	development	development	NOUN
issue-383	33	29	of	of	ADP
issue-383	33	30	the	the	DET
issue-383	33	31	regions	region	NOUN
issue-383	33	32	and	and	CCONJ
issue-383	33	33	the	the	DET
issue-383	33	34	state	state	NOUN
issue-383	33	35	as	as	ADP
issue-383	33	36	a	a	DET
issue-383	33	37	whole	whole	ADJ
issue-383	33	38	(	(	PUNCT
issue-383	33	39	dolishnii	dolishnii	ADJ
issue-383	33	40	,	,	PUNCT
issue-383	33	41	2006	2006	NUM
issue-383	33	42	)	)	PUNCT
issue-383	33	43	.	.	PUNCT
issue-383	34	1	the	the	DET
issue-383	34	2	concept	concept	NOUN
issue-383	34	3	of	of	ADP
issue-383	34	4	“	"	PUNCT
issue-383	34	5	innovation	innovation	NOUN
issue-383	34	6	”	"	PUNCT
issue-383	34	7	is	be	AUX
issue-383	34	8	interpreted	interpret	VERB
issue-383	34	9	as	as	ADP
issue-383	34	10	the	the	DET
issue-383	34	11	transformation	transformation	NOUN
issue-383	34	12	of	of	ADP
issue-383	34	13	potential	potential	ADJ
issue-383	34	14	scientific	scientific	ADJ
issue-383	34	15	and	and	CCONJ
issue-383	34	16	technological	technological	ADJ
issue-383	34	17	progress	progress	NOUN
issue-383	34	18	into	into	ADP
issue-383	34	19	an	an	DET
issue-383	34	20	actual	actual	ADJ
issue-383	34	21	,	,	PUNCT
issue-383	34	22	resulting	result	VERB
issue-383	34	23	in	in	ADP
issue-383	34	24	new	new	ADJ
issue-383	34	25	products	product	NOUN
issue-383	34	26	,	,	PUNCT
issue-383	34	27	technologies	technology	NOUN
issue-383	34	28	,	,	PUNCT
issue-383	34	29	methods	method	NOUN
issue-383	34	30	of	of	ADP
issue-383	34	31	production	production	NOUN
issue-383	34	32	(	(	PUNCT
issue-383	34	33	peresada	peresada	NOUN
issue-383	34	34	,	,	PUNCT
issue-383	34	35	2002	2002	NUM
issue-383	34	36	)	)	PUNCT
issue-383	34	37	.	.	PUNCT
issue-383	35	1	in	in	ADP
issue-383	35	2	spite	spite	NOUN
issue-383	35	3	of	of	ADP
issue-383	35	4	numerous	numerous	ADJ
issue-383	35	5	developments	development	NOUN
issue-383	35	6	,	,	PUNCT
issue-383	35	7	it	it	PRON
issue-383	35	8	should	should	AUX
issue-383	35	9	be	be	AUX
issue-383	35	10	noted	note	VERB
issue-383	35	11	the	the	DET
issue-383	35	12	need	need	NOUN
issue-383	35	13	for	for	ADP
issue-383	35	14	further	further	ADJ
issue-383	35	15	development	development	NOUN
issue-383	35	16	of	of	ADP
issue-383	35	17	scientific	scientific	ADJ
issue-383	35	18	-	-	PUNCT
issue-383	35	19	methodological	methodological	ADJ
issue-383	35	20	principles	principle	NOUN
issue-383	35	21	and	and	CCONJ
issue-383	35	22	practical	practical	ADJ
issue-383	35	23	recommendations	recommendation	NOUN
issue-383	35	24	for	for	ADP
issue-383	35	25	the	the	DET
issue-383	35	26	analysis	analysis	NOUN
issue-383	35	27	and	and	CCONJ
issue-383	35	28	assessment	assessment	NOUN
issue-383	35	29	of	of	ADP
issue-383	35	30	innovation	innovation	NOUN
issue-383	35	31	in	in	ADP
issue-383	35	32	the	the	DET
issue-383	35	33	economic	economic	ADJ
issue-383	35	34	development	development	NOUN
issue-383	35	35	of	of	ADP
issue-383	35	36	the	the	DET
issue-383	35	37	regions	region	NOUN
issue-383	35	38	,	,	PUNCT
issue-383	35	39	especially	especially	ADV
issue-383	35	40	in	in	ADP
issue-383	35	41	the	the	DET
issue-383	35	42	context	context	NOUN
issue-383	35	43	of	of	ADP
issue-383	35	44	prospects	prospect	NOUN
issue-383	35	45	for	for	ADP
issue-383	35	46	the	the	DET
issue-383	35	47	development	development	NOUN
issue-383	35	48	of	of	ADP
issue-383	35	49	interregional	interregional	ADJ
issue-383	35	50	integration	integration	NOUN
issue-383	35	51	processes	process	NOUN
issue-383	35	52	(	(	PUNCT
issue-383	35	53	storonianska	storonianska	NOUN
issue-383	35	54	,	,	PUNCT
issue-383	35	55	2009	2009	NUM
issue-383	35	56	)	)	PUNCT
issue-383	35	57	.	.	PUNCT
issue-383	36	1	in	in	ADP
issue-383	36	2	connection	connection	NOUN
issue-383	36	3	with	with	ADP
issue-383	36	4	the	the	DET
issue-383	36	5	foregoing	foregoing	NOUN
issue-383	36	6	,	,	PUNCT
issue-383	36	7	the	the	DET
issue-383	36	8	goal	goal	NOUN
issue-383	36	9	of	of	ADP
issue-383	36	10	the	the	DET
issue-383	36	11	research	research	NOUN
issue-383	36	12	is	be	AUX
issue-383	36	13	to	to	PART
issue-383	36	14	study	study	VERB
issue-383	36	15	the	the	DET
issue-383	36	16	role	role	NOUN
issue-383	36	17	and	and	CCONJ
issue-383	36	18	assessment	assessment	NOUN
issue-383	36	19	of	of	ADP
issue-383	36	20	the	the	DET
issue-383	36	21	innovation	innovation	NOUN
issue-383	36	22	impact	impact	NOUN
issue-383	36	23	on	on	ADP
issue-383	36	24	the	the	DET
issue-383	36	25	economic	economic	ADJ
issue-383	36	26	development	development	NOUN
issue-383	36	27	of	of	ADP
issue-383	36	28	the	the	DET
issue-383	36	29	region	region	NOUN
issue-383	36	30	.	.	PUNCT
issue-383	37	1	2	2	X
issue-383	37	2	.	.	X
issue-383	37	3	research	research	NOUN
issue-383	37	4	results	result	NOUN
issue-383	37	5	further	far	ADV
issue-383	37	6	,	,	PUNCT
issue-383	37	7	to	to	PART
issue-383	37	8	determine	determine	VERB
issue-383	37	9	the	the	DET
issue-383	37	10	level	level	NOUN
issue-383	37	11	of	of	ADP
issue-383	37	12	innovation	innovation	NOUN
issue-383	37	13	of	of	ADP
issue-383	37	14	the	the	DET
issue-383	37	15	regions	region	NOUN
issue-383	37	16	of	of	ADP
issue-383	37	17	ukraine	ukraine	NOUN
issue-383	37	18	,	,	PUNCT
issue-383	37	19	it	it	PRON
issue-383	37	20	is	be	AUX
issue-383	37	21	proposed	propose	VERB
issue-383	37	22	to	to	PART
issue-383	37	23	use	use	VERB
issue-383	37	24	,	,	PUNCT
issue-383	37	25	on	on	ADP
issue-383	37	26	the	the	DET
issue-383	37	27	one	one	NUM
issue-383	37	28	hand	hand	NOUN
issue-383	37	29	,	,	PUNCT
issue-383	37	30	the	the	DET
issue-383	37	31	structural	structural	ADJ
issue-383	37	32	dimension	dimension	NOUN
issue-383	37	33	of	of	ADP
issue-383	37	34	development	development	NOUN
issue-383	37	35	as	as	ADP
issue-383	37	36	an	an	DET
issue-383	37	37	instrument	instrument	NOUN
issue-383	37	38	of	of	ADP
issue-383	37	39	multidimensional	multidimensional	ADJ
issue-383	37	40	statistical	statistical	ADJ
issue-383	37	41	analysis	analysis	NOUN
issue-383	37	42	,	,	PUNCT
issue-383	37	43	and	and	CCONJ
issue-383	37	44	on	on	ADP
issue-383	37	45	the	the	DET
issue-383	37	46	other	other	ADJ
issue-383	37	47	hand	hand	NOUN
issue-383	37	48	,	,	PUNCT
issue-383	37	49	indicators	indicator	NOUN
issue-383	37	50	of	of	ADP
issue-383	37	51	the	the	DET
issue-383	37	52	european	european	PROPN
issue-383	37	53	innovation	innovation	PROPN
issue-383	37	54	scoreboard	scoreboard	NOUN
issue-383	37	55	(	(	PUNCT
issue-383	37	56	eis	eis	PROPN
issue-383	37	57	)	)	PUNCT
issue-383	37	58	2017	2017	NUM
issue-383	37	59	(	(	PUNCT
issue-383	37	60	“	"	PUNCT
issue-383	37	61	methodology	methodology	NOUN
issue-383	37	62	report	report	NOUN
issue-383	37	63	”	"	PUNCT
issue-383	37	64	,	,	PUNCT
issue-383	37	65	2017	2017	NUM
issue-383	37	66	)	)	PUNCT
issue-383	37	67	.	.	PUNCT
issue-383	38	1	based	base	VERB
issue-383	38	2	on	on	ADP
issue-383	38	3	this	this	DET
issue-383	38	4	approach	approach	NOUN
issue-383	38	5	,	,	PUNCT
issue-383	38	6	it	it	PRON
issue-383	38	7	is	be	AUX
issue-383	38	8	proposed	propose	VERB
issue-383	38	9	to	to	PART
issue-383	38	10	determine	determine	VERB
issue-383	38	11	the	the	DET
issue-383	38	12	effectiveness	effectiveness	NOUN
issue-383	38	13	of	of	ADP
issue-383	38	14	regional	regional	ADJ
issue-383	38	15	innovation	innovation	NOUN
issue-383	38	16	in	in	ADP
issue-383	38	17	the	the	DET
issue-383	38	18	next	next	ADJ
issue-383	38	19	sequence	sequence	NOUN
issue-383	38	20	:	:	PUNCT
issue-383	38	21	–	–	PUNCT
issue-383	38	22	to	to	PART
issue-383	38	23	form	form	VERB
issue-383	38	24	the	the	DET
issue-383	38	25	matrix	matrix	NOUN
issue-383	38	26	of	of	ADP
issue-383	38	27	statistical	statistical	ADJ
issue-383	38	28	data	datum	NOUN
issue-383	38	29	on	on	ADP
issue-383	38	30	the	the	DET
issue-383	38	31	basis	basis	NOUN
issue-383	38	32	of	of	ADP
issue-383	38	33	regional	regional	ADJ
issue-383	38	34	innovation	innovation	NOUN
issue-383	38	35	factors	factor	NOUN
issue-383	38	36	separately	separately	ADV
issue-383	38	37	by	by	ADP
issue-383	38	38	input	input	NOUN
issue-383	38	39	and	and	CCONJ
issue-383	38	40	output	output	NOUN
issue-383	38	41	types	type	NOUN
issue-383	38	42	;	;	PUNCT
issue-383	38	43	–	–	PUNCT
issue-383	38	44	to	to	PART
issue-383	38	45	determine	determine	VERB
issue-383	38	46	the	the	DET
issue-383	38	47	innovation	innovation	NOUN
issue-383	38	48	measure	measure	NOUN
issue-383	38	49	in	in	ADP
issue-383	38	50	each	each	DET
issue-383	38	51	region	region	NOUN
issue-383	38	52	;	;	PUNCT
issue-383	38	53	–	–	PUNCT
issue-383	38	54	to	to	PART
issue-383	38	55	determine	determine	VERB
issue-383	38	56	the	the	DET
issue-383	38	57	innovation	innovation	NOUN
issue-383	38	58	effectiveness	effectiveness	NOUN
issue-383	38	59	measure	measure	NOUN
issue-383	38	60	in	in	ADP
issue-383	38	61	a	a	DET
issue-383	38	62	hierarchical	hierarchical	ADJ
issue-383	38	63	regional	regional	ADJ
issue-383	38	64	context	context	NOUN
issue-383	38	65	.	.	PUNCT
issue-383	39	1	determination	determination	NOUN
issue-383	39	2	of	of	ADP
issue-383	39	3	matrices	matrix	NOUN
issue-383	39	4	of	of	ADP
issue-383	39	5	statistical	statistical	ADJ
issue-383	39	6	data	datum	NOUN
issue-383	39	7	.	.	PUNCT
issue-383	40	1	the	the	DET
issue-383	40	2	european	european	PROPN
issue-383	40	3	innovation	innovation	PROPN
issue-383	40	4	scoreboard	scoreboard	PROPN
issue-383	40	5	defines	define	VERB
issue-383	40	6	four	four	NUM
issue-383	40	7	distinct	distinct	ADJ
issue-383	40	8	areas	area	NOUN
issue-383	40	9	for	for	ADP
issue-383	40	10	identifying	identify	VERB
issue-383	40	11	regional	regional	ADJ
issue-383	40	12	innovation	innovation	NOUN
issue-383	40	13	:	:	PUNCT
issue-383	40	14	1	1	X
issue-383	40	15	)	)	PUNCT
issue-383	40	16	knowledge	knowledge	NOUN
issue-383	40	17	creation	creation	NOUN
issue-383	40	18	and	and	CCONJ
issue-383	40	19	entrepreneurship	entrepreneurship	NOUN
issue-383	40	20	;	;	PUNCT
issue-383	40	21	2	2	X
issue-383	40	22	)	)	PUNCT
issue-383	40	23	investments	investment	NOUN
issue-383	40	24	;	;	PUNCT
issue-383	40	25	3	3	X
issue-383	40	26	)	)	PUNCT
issue-383	40	27	innovative	innovative	ADJ
issue-383	40	28	activity	activity	NOUN
issue-383	40	29	;	;	PUNCT
issue-383	40	30	4	4	NUM
issue-383	40	31	)	)	PUNCT
issue-383	40	32	influences	influence	NOUN
issue-383	40	33	.	.	PUNCT
issue-383	41	1	allocated	allocate	VERB
issue-383	41	2	spaces	space	NOUN
issue-383	41	3	can	can	AUX
issue-383	41	4	be	be	AUX
issue-383	41	5	grouped	group	VERB
issue-383	41	6	in	in	ADP
issue-383	41	7	the	the	DET
issue-383	41	8	form	form	NOUN
issue-383	41	9	of	of	ADP
issue-383	41	10	matrices	matrix	NOUN
issue-383	41	11	by	by	ADP
issue-383	41	12	the	the	DET
issue-383	41	13	following	follow	VERB
issue-383	41	14	hierarchical	hierarchical	ADJ
issue-383	41	15	or	or	CCONJ
issue-383	41	16	metric	metric	ADJ
issue-383	41	17	characteristics	characteristic	NOUN
issue-383	41	18	:	:	PUNCT
issue-383	41	19	–	–	PUNCT
issue-383	41	20	in	in	ADP
issue-383	41	21	the	the	DET
issue-383	41	22	national	national	ADJ
issue-383	41	23	context	context	NOUN
issue-383	41	24	,	,	PUNCT
issue-383	41	25	–	–	PUNCT
issue-383	41	26	in	in	ADP
issue-383	41	27	terms	term	NOUN
issue-383	41	28	of	of	ADP
issue-383	41	29	regions	region	NOUN
issue-383	41	30	in	in	ADP
issue-383	41	31	each	each	DET
issue-383	41	32	country	country	NOUN
issue-383	41	33	,	,	PUNCT
issue-383	41	34	–	–	PUNCT
issue-383	41	35	in	in	ADP
issue-383	41	36	the	the	DET
issue-383	41	37	context	context	NOUN
issue-383	41	38	of	of	ADP
issue-383	41	39	the	the	DET
issue-383	41	40	meters	meter	NOUN
issue-383	41	41	of	of	ADP
issue-383	41	42	each	each	DET
issue-383	41	43	group	group	NOUN
issue-383	41	44	of	of	ADP
issue-383	41	45	input	input	NOUN
issue-383	41	46	,	,	PUNCT
issue-383	41	47	–	–	PUNCT
issue-383	41	48	in	in	ADP
issue-383	41	49	the	the	DET
issue-383	41	50	context	context	NOUN
issue-383	41	51	of	of	ADP
issue-383	41	52	the	the	DET
issue-383	41	53	meters	meter	NOUN
issue-383	41	54	of	of	ADP
issue-383	41	55	each	each	DET
issue-383	41	56	group	group	NOUN
issue-383	41	57	of	of	ADP
issue-383	41	58	output	output	NOUN
issue-383	41	59	.	.	PUNCT
issue-383	42	1	according	accord	VERB
issue-383	42	2	to	to	ADP
issue-383	42	3	indicator	indicator	PROPN
issue-383	42	4	characteristics	characteristic	NOUN
issue-383	42	5	,	,	PUNCT
issue-383	42	6	indicators	indicator	NOUN
issue-383	42	7	of	of	ADP
issue-383	42	8	regional	regional	ADJ
issue-383	42	9	innovation	innovation	NOUN
issue-383	42	10	are	be	AUX
issue-383	42	11	grouped	group	VERB
issue-383	42	12	separately	separately	ADV
issue-383	42	13	by	by	ADP
issue-383	42	14	input	input	NOUN
issue-383	42	15	and	and	CCONJ
issue-383	42	16	output	output	NOUN
issue-383	42	17	types	type	NOUN
issue-383	42	18	and	and	CCONJ
issue-383	42	19	their	their	PRON
issue-383	42	20	respective	respective	ADJ
issue-383	42	21	national	national	ADJ
issue-383	42	22	statistically	statistically	ADV
issue-383	42	23	calculated	calculate	VERB
issue-383	42	24	indicators	indicator	NOUN
issue-383	42	25	and	and	CCONJ
issue-383	42	26	units	unit	NOUN
issue-383	42	27	of	of	ADP
issue-383	42	28	their	their	PRON
issue-383	42	29	measurement	measurement	NOUN
issue-383	42	30	are	be	AUX
issue-383	42	31	selected	select	VERB
issue-383	42	32	(	(	PUNCT
issue-383	42	33	table	table	NOUN
issue-383	42	34	1	1	NUM
issue-383	42	35	)	)	PUNCT
issue-383	42	36	.	.	PUNCT
issue-383	43	1	construction	construction	NOUN
issue-383	43	2	of	of	ADP
issue-383	43	3	the	the	DET
issue-383	43	4	regional	regional	ADJ
issue-383	43	5	innovation	innovation	NOUN
issue-383	43	6	index	index	NOUN
issue-383	43	7	.	.	PUNCT
issue-383	44	1	the	the	DET
issue-383	44	2	next	next	ADJ
issue-383	44	3	step	step	NOUN
issue-383	44	4	is	be	AUX
issue-383	44	5	to	to	PART
issue-383	44	6	build	build	VERB
issue-383	44	7	an	an	DET
issue-383	44	8	innovation	innovation	NOUN
issue-383	44	9	measure	measure	NOUN
issue-383	44	10	in	in	ADP
issue-383	44	11	the	the	DET
issue-383	44	12	region	region	NOUN
issue-383	44	13	type	type	NOUN
issue-383	44	14	of	of	ADP
issue-383	44	15	input	input	NOUN
issue-383	44	16	and	and	CCONJ
issue-383	44	17	output	output	NOUN
issue-383	44	18	.	.	PUNCT
issue-383	45	1	the	the	DET
issue-383	45	2	construction	construction	NOUN
issue-383	45	3	of	of	ADP
issue-383	45	4	the	the	DET
issue-383	45	5	regional	regional	ADJ
issue-383	45	6	innovation	innovation	NOUN
issue-383	45	7	index	index	NOUN
issue-383	45	8	of	of	ADP
issue-383	45	9	the	the	DET
issue-383	45	10	input	input	NOUN
issue-383	45	11	type	type	NOUN
issue-383	45	12	relies	rely	VERB
issue-383	45	13	on	on	ADP
issue-383	45	14	the	the	DET
issue-383	45	15	partial	partial	ADJ
issue-383	45	16	indices	index	NOUN
issue-383	45	17	defined	define	VERB
issue-383	45	18	for	for	ADP
issue-383	45	19	the	the	DET
issue-383	45	20	two	two	NUM
issue-383	45	21	groups	group	NOUN
issue-383	45	22	of	of	ADP
issue-383	45	23	meters	meter	NOUN
issue-383	45	24	:	:	PUNCT
issue-383	45	25	–	–	PUNCT
issue-383	45	26	knowledge	knowledge	NOUN
issue-383	45	27	creation	creation	NOUN
issue-383	45	28	and	and	CCONJ
issue-383	45	29	entrepreneurship	entrepreneurship	NOUN
issue-383	45	30	;	;	PUNCT
issue-383	45	31	–	–	PUNCT
issue-383	45	32	investments	investment	NOUN
issue-383	45	33	.	.	PUNCT
issue-383	46	1	the	the	DET
issue-383	46	2	partial	partial	ADJ
issue-383	46	3	index	index	NOUN
issue-383	46	4	of	of	ADP
issue-383	46	5	regional	regional	ADJ
issue-383	46	6	innovation	innovation	NOUN
issue-383	46	7	type	type	NOUN
issue-383	46	8	of	of	ADP
issue-383	46	9	input	input	NOUN
issue-383	46	10	for	for	ADP
issue-383	46	11	each	each	DET
issue-383	46	12	metric	metric	ADJ
issue-383	46	13	group	group	NOUN
issue-383	46	14	using	use	VERB
issue-383	46	15	data	datum	NOUN
issue-383	46	16	for	for	ADP
issue-383	46	17	all	all	DET
issue-383	46	18	regions	region	NOUN
issue-383	46	19	in	in	ADP
issue-383	46	20	all	all	DET
issue-383	46	21	countries	country	NOUN
issue-383	46	22	is	be	AUX
issue-383	46	23	the	the	DET
issue-383	46	24	arithmetic	arithmetic	ADJ
issue-383	46	25	mean	mean	NOUN
issue-383	46	26	of	of	ADP
issue-383	46	27	the	the	DET
issue-383	46	28	normalized	normalize	VERB
issue-383	46	29	values	value	NOUN
issue-383	46	30	of	of	ADP
issue-383	46	31	each	each	DET
issue-383	46	32	indicator	indicator	NOUN
issue-383	46	33	for	for	ADP
issue-383	46	34	each	each	DET
issue-383	46	35	region	region	NOUN
issue-383	46	36	in	in	ADP
issue-383	46	37	each	each	DET
issue-383	46	38	country	country	NOUN
issue-383	46	39	.	.	PUNCT
issue-383	47	1	the	the	DET
issue-383	47	2	normalized	normalize	VERB
issue-383	47	3	value	value	NOUN
issue-383	47	4	is	be	AUX
issue-383	47	5	defined	define	VERB
issue-383	47	6	as	as	ADP
issue-383	47	7	the	the	DET
issue-383	47	8	ratio	ratio	NOUN
issue-383	47	9	of	of	ADP
issue-383	47	10	the	the	DET
issue-383	47	11	deviation	deviation	NOUN
issue-383	47	12	of	of	ADP
issue-383	47	13	the	the	DET
issue-383	47	14	indicator	indicator	NOUN
issue-383	47	15	from	from	ADP
issue-383	47	16	the	the	DET
issue-383	47	17	minimum	minimum	NOUN
issue-383	47	18	in	in	ADP
issue-383	47	19	the	the	DET
issue-383	47	20	country	country	NOUN
issue-383	47	21	to	to	ADP
issue-383	47	22	the	the	DET
issue-383	47	23	deviation	deviation	NOUN
issue-383	47	24	of	of	ADP
issue-383	47	25	the	the	DET
issue-383	47	26	maximum	maximum	ADJ
issue-383	47	27	and	and	CCONJ
issue-383	47	28	minimum	minimum	ADJ
issue-383	47	29	values	value	NOUN
issue-383	47	30	countrywide	countrywide	NOUN
issue-383	47	31	.	.	PUNCT
issue-383	48	1	thus	thus	ADV
issue-383	48	2	,	,	PUNCT
issue-383	48	3	we	we	PRON
issue-383	48	4	obtain	obtain	VERB
issue-383	48	5	a	a	DET
issue-383	48	6	value	value	NOUN
issue-383	48	7	,	,	PUNCT
issue-383	48	8	which	which	PRON
issue-383	48	9	changes	change	NOUN
issue-383	48	10	range	range	VERB
issue-383	48	11	is	be	AUX
issue-383	48	12	from	from	ADP
issue-383	48	13	0	0	NUM
issue-383	48	14	to	to	ADP
issue-383	48	15	1	1	NUM
issue-383	48	16	.	.	PUNCT
issue-383	49	1	the	the	DET
issue-383	49	2	construction	construction	NOUN
issue-383	49	3	of	of	ADP
issue-383	49	4	the	the	DET
issue-383	49	5	output	output	NOUN
issue-383	49	6	regional	regional	ADJ
issue-383	49	7	innovation	innovation	NOUN
issue-383	49	8	index	index	NOUN
issue-383	49	9	relies	rely	VERB
issue-383	49	10	on	on	ADP
issue-383	49	11	partial	partial	ADJ
issue-383	49	12	indexes	index	NOUN
issue-383	49	13	for	for	ADP
issue-383	49	14	defined	define	VERB
issue-383	49	15	groups	group	NOUN
issue-383	49	16	of	of	ADP
issue-383	49	17	metrics	metric	NOUN
issue-383	49	18	:	:	PUNCT
issue-383	49	19	–	–	PUNCT
issue-383	49	20	innovative	innovative	ADJ
issue-383	49	21	activity	activity	NOUN
issue-383	49	22	;	;	PUNCT
issue-383	49	23	–	–	PUNCT
issue-383	49	24	influences	influence	NOUN
issue-383	49	25	.	.	PUNCT
issue-383	50	1	the	the	DET
issue-383	50	2	principle	principle	NOUN
issue-383	50	3	of	of	ADP
issue-383	50	4	calculating	calculate	VERB
issue-383	50	5	partial	partial	ADJ
issue-383	50	6	indices	index	NOUN
issue-383	50	7	is	be	AUX
issue-383	50	8	the	the	DET
issue-383	50	9	same	same	ADJ
issue-383	50	10	as	as	ADP
issue-383	50	11	for	for	ADP
issue-383	50	12	input	input	NOUN
issue-383	50	13	indexes	index	NOUN
issue-383	50	14	.	.	PUNCT
issue-383	51	1	the	the	DET
issue-383	51	2	constructed	construct	VERB
issue-383	51	3	partial	partial	ADJ
issue-383	51	4	indices	index	NOUN
issue-383	51	5	serve	serve	VERB
issue-383	51	6	to	to	PART
issue-383	51	7	construct	construct	VERB
issue-383	51	8	regional	regional	ADJ
issue-383	51	9	innovation	innovation	NOUN
issue-383	51	10	indices	index	NOUN
issue-383	51	11	of	of	ADP
issue-383	51	12	input	input	NOUN
issue-383	51	13	and	and	CCONJ
issue-383	51	14	output	output	NOUN
issue-383	51	15	.	.	PUNCT
issue-383	52	1	these	these	DET
issue-383	52	2	indices	index	NOUN
issue-383	52	3	are	be	AUX
issue-383	52	4	,	,	PUNCT
issue-383	52	5	by	by	ADP
issue-383	52	6	analogy	analogy	NOUN
issue-383	52	7	,	,	PUNCT
issue-383	52	8	the	the	DET
issue-383	52	9	arithmetic	arithmetic	ADJ
issue-383	52	10	mean	mean	NOUN
issue-383	52	11	of	of	ADP
issue-383	52	12	their	their	PRON
issue-383	52	13	partial	partial	ADJ
issue-383	52	14	indices	index	NOUN
issue-383	52	15	.	.	PUNCT
issue-383	53	1	therefore	therefore	ADV
issue-383	53	2	,	,	PUNCT
issue-383	53	3	their	their	PRON
issue-383	53	4	values	value	NOUN
issue-383	53	5	will	will	AUX
issue-383	53	6	also	also	ADV
issue-383	53	7	vary	vary	VERB
issue-383	53	8	in	in	ADP
issue-383	53	9	the	the	DET
issue-383	53	10	interval	interval	NOUN
issue-383	53	11	[	[	X
issue-383	53	12	0	0	NUM
issue-383	53	13	,	,	PUNCT
issue-383	53	14	1	1	NUM
issue-383	53	15	]	]	PUNCT
issue-383	53	16	.	.	PUNCT
issue-383	54	1	since	since	SCONJ
issue-383	54	2	all	all	DET
issue-383	54	3	eis	eis	PROPN
issue-383	54	4	indicators	indicator	NOUN
issue-383	54	5	are	be	AUX
issue-383	54	6	stimulators	stimulator	NOUN
issue-383	54	7	,	,	PUNCT
issue-383	54	8	then	then	ADV
issue-383	54	9	the	the	DET
issue-383	54	10	interpretation	interpretation	NOUN
issue-383	54	11	of	of	ADP
issue-383	54	12	the	the	DET
issue-383	54	13	indices	index	NOUN
issue-383	54	14	is	be	AUX
issue-383	54	15	as	as	ADP
issue-383	54	16	baltic	baltic	ADJ
issue-383	54	17	journal	journal	NOUN
issue-383	54	18	of	of	ADP
issue-383	54	19	economic	economic	ADJ
issue-383	54	20	studies	study	NOUN
issue-383	54	21	72	72	NUM
issue-383	54	22	vol	vol	NOUN
issue-383	54	23	.	.	PROPN
issue-383	55	1	4	4	NUM
issue-383	55	2	,	,	PUNCT
issue-383	55	3	no	no	INTJ
issue-383	55	4	.	.	NOUN
issue-383	55	5	2	2	NUM
issue-383	55	6	,	,	PUNCT
issue-383	55	7	2018	2018	NUM
issue-383	55	8	follows	follow	VERB
issue-383	55	9	:	:	PUNCT
issue-383	55	10	the	the	DET
issue-383	55	11	closer	close	ADJ
issue-383	55	12	to	to	PART
issue-383	55	13	1	1	NUM
issue-383	55	14	index	index	NOUN
issue-383	55	15	value	value	NOUN
issue-383	55	16	shows	show	VERB
issue-383	55	17	the	the	DET
issue-383	55	18	higher	high	ADJ
issue-383	55	19	innovation	innovation	NOUN
issue-383	55	20	input	input	NOUN
issue-383	55	21	or	or	CCONJ
issue-383	55	22	output	output	NOUN
issue-383	55	23	type	type	NOUN
issue-383	55	24	.	.	PUNCT
issue-383	56	1	both	both	DET
issue-383	56	2	indices	index	NOUN
issue-383	56	3	also	also	ADV
issue-383	56	4	enable	enable	VERB
issue-383	56	5	the	the	DET
issue-383	56	6	regions	region	NOUN
issue-383	56	7	to	to	PART
issue-383	56	8	be	be	AUX
issue-383	56	9	organized	organize	VERB
issue-383	56	10	according	accord	VERB
issue-383	56	11	to	to	ADP
issue-383	56	12	their	their	PRON
issue-383	56	13	level	level	NOUN
issue-383	56	14	of	of	ADP
issue-383	56	15	regional	regional	ADJ
issue-383	56	16	innovation	innovation	NOUN
issue-383	56	17	at	at	ADP
issue-383	56	18	the	the	DET
issue-383	56	19	national	national	ADJ
issue-383	56	20	level	level	NOUN
issue-383	56	21	,	,	PUNCT
issue-383	56	22	taking	take	VERB
issue-383	56	23	into	into	ADP
issue-383	56	24	account	account	NOUN
issue-383	56	25	the	the	DET
issue-383	56	26	costs	cost	NOUN
issue-383	56	27	of	of	ADP
issue-383	56	28	innovation	innovation	NOUN
issue-383	56	29	and	and	CCONJ
issue-383	56	30	the	the	DET
issue-383	56	31	effects	effect	NOUN
issue-383	56	32	of	of	ADP
issue-383	56	33	innovation	innovation	NOUN
issue-383	56	34	.	.	PUNCT
issue-383	57	1	an	an	DET
issue-383	57	2	important	important	ADJ
issue-383	57	3	criterion	criterion	NOUN
issue-383	57	4	for	for	ADP
issue-383	57	5	assessing	assess	VERB
issue-383	57	6	regional	regional	ADJ
issue-383	57	7	innovation	innovation	NOUN
issue-383	57	8	is	be	AUX
issue-383	57	9	its	its	PRON
issue-383	57	10	effectiveness	effectiveness	NOUN
issue-383	57	11	.	.	PUNCT
issue-383	58	1	the	the	DET
issue-383	58	2	basis	basis	NOUN
issue-383	58	3	for	for	ADP
issue-383	58	4	assessing	assess	VERB
issue-383	58	5	the	the	DET
issue-383	58	6	innovation	innovation	NOUN
issue-383	58	7	efficiency	efficiency	NOUN
issue-383	58	8	of	of	ADP
issue-383	58	9	the	the	DET
issue-383	58	10	region	region	NOUN
issue-383	58	11	is	be	AUX
issue-383	58	12	the	the	DET
issue-383	58	13	size	size	NOUN
issue-383	58	14	of	of	ADP
issue-383	58	15	the	the	DET
issue-383	58	16	input	input	NOUN
issue-383	58	17	and	and	CCONJ
issue-383	58	18	output	output	NOUN
issue-383	58	19	type	type	NOUN
issue-383	58	20	indexes	index	NOUN
issue-383	58	21	.	.	PUNCT
issue-383	59	1	such	such	DET
issue-383	59	2	an	an	DET
issue-383	59	3	approach	approach	NOUN
issue-383	59	4	will	will	AUX
issue-383	59	5	allow	allow	VERB
issue-383	59	6	the	the	DET
issue-383	59	7	allocation	allocation	NOUN
issue-383	59	8	of	of	ADP
issue-383	59	9	the	the	DET
issue-383	59	10	regional	regional	ADJ
issue-383	59	11	spaces	space	NOUN
issue-383	59	12	of	of	ADP
issue-383	59	13	the	the	DET
issue-383	59	14	following	follow	VERB
issue-383	59	15	classes	class	NOUN
issue-383	59	16	:	:	PUNCT
issue-383	59	17	class	class	NOUN
issue-383	59	18	i	i	PRON
issue-383	59	19	includes	include	VERB
issue-383	59	20	regions	region	NOUN
issue-383	59	21	,	,	PUNCT
issue-383	59	22	for	for	ADP
issue-383	59	23	which	which	PRON
issue-383	59	24	the	the	DET
issue-383	59	25	value	value	NOUN
issue-383	59	26	of	of	ADP
issue-383	59	27	the	the	DET
issue-383	59	28	input	input	NOUN
issue-383	59	29	index	index	NOUN
issue-383	59	30	is	be	AUX
issue-383	59	31	higher	high	ADJ
issue-383	59	32	than	than	ADP
issue-383	59	33	the	the	DET
issue-383	59	34	value	value	NOUN
issue-383	59	35	of	of	ADP
issue-383	59	36	the	the	DET
issue-383	59	37	output	output	NOUN
issue-383	59	38	:	:	PUNCT
issue-383	59	39	input	input	NOUN
issue-383	59	40	output	output	NOUN
issue-383	59	41	>	>	X
issue-383	59	42	+1	+1	PROPN
issue-383	59	43	α	α	NOUN
issue-383	59	44	,	,	PUNCT
issue-383	59	45	where	where	SCONJ
issue-383	59	46	α	α	X
issue-383	59	47	–	–	PUNCT
issue-383	59	48	the	the	DET
issue-383	59	49	value	value	NOUN
issue-383	59	50	,	,	PUNCT
issue-383	59	51	given	give	VERB
issue-383	59	52	a	a	DET
issue-383	59	53	priori	priori	NOUN
issue-383	59	54	.	.	PUNCT
issue-383	60	1	class	class	NOUN
issue-383	60	2	ii	ii	PROPN
issue-383	60	3	includes	include	VERB
issue-383	60	4	regions	region	NOUN
issue-383	60	5	,	,	PUNCT
issue-383	60	6	for	for	ADP
issue-383	60	7	which	which	PRON
issue-383	60	8	the	the	DET
issue-383	60	9	value	value	NOUN
issue-383	60	10	of	of	ADP
issue-383	60	11	the	the	DET
issue-383	60	12	indices	index	NOUN
issue-383	60	13	input	input	NOUN
issue-383	60	14	and	and	CCONJ
issue-383	60	15	output	output	NOUN
issue-383	60	16	is	be	AUX
issue-383	60	17	equal	equal	ADJ
issue-383	60	18	:	:	PUNCT
issue-383	60	19	1	1	NUM
issue-383	60	20	1−	1−	NUM
issue-383	60	21	≤	≤	NOUN
issue-383	60	22	≤	≤	NOUN
issue-383	61	1	+	+	ADP
issue-383	61	2	α	α	NOUN
issue-383	61	3	α	α	NOUN
issue-383	61	4	input	input	NOUN
issue-383	61	5	output	output	NOUN
issue-383	61	6	.	.	PUNCT
issue-383	62	1	class	class	NOUN
issue-383	62	2	iii	iii	PROPN
issue-383	62	3	includes	include	VERB
issue-383	62	4	regions	region	NOUN
issue-383	62	5	,	,	PUNCT
issue-383	62	6	for	for	ADP
issue-383	62	7	which	which	PRON
issue-383	62	8	the	the	DET
issue-383	62	9	value	value	NOUN
issue-383	62	10	of	of	ADP
issue-383	62	11	the	the	DET
issue-383	62	12	input	input	NOUN
issue-383	62	13	index	index	NOUN
issue-383	62	14	is	be	AUX
issue-383	62	15	lower	low	ADJ
issue-383	62	16	than	than	ADP
issue-383	62	17	the	the	DET
issue-383	62	18	output	output	NOUN
issue-383	62	19	value	value	NOUN
issue-383	62	20	:	:	PUNCT
issue-383	62	21	input	input	NOUN
issue-383	62	22	output	output	NOUN
issue-383	62	23	<	<	X
issue-383	62	24	−1	−1	NOUN
issue-383	62	25	α	α	NOUN
issue-383	62	26	.	.	PUNCT
issue-383	63	1	introduction	introduction	NOUN
issue-383	63	2	of	of	ADP
issue-383	63	3	the	the	DET
issue-383	63	4	parameter	parameter	NOUN
issue-383	63	5	α	α	PRON
issue-383	63	6	to	to	PART
issue-383	63	7	determine	determine	VERB
issue-383	63	8	the	the	DET
issue-383	63	9	effectiveness	effectiveness	NOUN
issue-383	63	10	of	of	ADP
issue-383	63	11	the	the	DET
issue-383	63	12	region	region	NOUN
issue-383	63	13	’s	’s	PART
issue-383	63	14	innovation	innovation	NOUN
issue-383	63	15	will	will	AUX
issue-383	63	16	allow	allow	VERB
issue-383	63	17	individualizing	individualize	VERB
issue-383	63	18	the	the	DET
issue-383	63	19	estimates	estimate	NOUN
issue-383	63	20	through	through	ADP
issue-383	63	21	the	the	DET
issue-383	63	22	perception	perception	NOUN
issue-383	63	23	of	of	ADP
issue-383	63	24	the	the	DET
issue-383	63	25	researcher	researcher	NOUN
issue-383	63	26	’s	’s	PART
issue-383	63	27	assessment	assessment	NOUN
issue-383	63	28	.	.	PUNCT
issue-383	64	1	the	the	DET
issue-383	64	2	presented	present	VERB
issue-383	64	3	procedure	procedure	NOUN
issue-383	64	4	of	of	ADP
issue-383	64	5	measuring	measure	VERB
issue-383	64	6	regional	regional	ADJ
issue-383	64	7	innovation	innovation	NOUN
issue-383	64	8	allows	allow	VERB
issue-383	64	9	determining	determine	VERB
issue-383	64	10	the	the	DET
issue-383	64	11	extent	extent	NOUN
issue-383	64	12	,	,	PUNCT
issue-383	64	13	to	to	PART
issue-383	64	14	which	which	PRON
issue-383	64	15	the	the	DET
issue-383	64	16	innovation	innovation	NOUN
issue-383	64	17	of	of	ADP
issue-383	64	18	the	the	DET
issue-383	64	19	region	region	NOUN
issue-383	64	20	is	be	AUX
issue-383	64	21	effective	effective	ADJ
issue-383	64	22	(	(	PUNCT
issue-383	64	23	strahl	strahl	NOUN
issue-383	64	24	,	,	PUNCT
issue-383	64	25	2007	2007	NUM
issue-383	64	26	):	):	PUNCT
issue-383	64	27	m	m	VERB
issue-383	64	28	k	k	PROPN
issue-383	64	29	k	k	PROPN
issue-383	64	30	n	n	CCONJ
issue-383	64	31	nk	nk	PROPN
issue-383	64	32	n	n	ADV
issue-383	64	33	ck=	ck=	NOUN
issue-383	64	34	=	=	PUNCT
issue-383	65	1	=	=	NOUN
issue-383	65	2	10	10	NUM
issue-383	65	3	1	1	NUM
issue-383	65	4	1	1	NUM
issue-383	65	5	,	,	PUNCT
issue-383	65	6	,	,	PUNCT
issue-383	65	7	...	...	PUNCT
issue-383	65	8	,	,	PUNCT
issue-383	65	9	,	,	PUNCT
issue-383	65	10	,	,	PUNCT
issue-383	65	11	...	...	PUNCT
issue-383	65	12	,	,	PUNCT
issue-383	65	13	,	,	PUNCT
issue-383	65	14	where	where	SCONJ
issue-383	65	15	c=0,1,2	c=0,1,2	NUM
issue-383	65	16	;	;	PUNCT
issue-383	65	17	mk	mk	PROPN
issue-383	65	18	n	n	ADV
issue-383	65	19	–	–	PUNCT
issue-383	65	20	a	a	DET
issue-383	65	21	measure	measure	NOUN
issue-383	65	22	of	of	ADP
issue-383	65	23	the	the	DET
issue-383	65	24	innovation	innovation	NOUN
issue-383	65	25	efficiency	efficiency	NOUN
issue-383	65	26	of	of	ADP
issue-383	65	27	the	the	DET
issue-383	65	28	region	region	NOUN
issue-383	65	29	p	p	NOUN
issue-383	65	30	,	,	PUNCT
issue-383	65	31	which	which	PRON
issue-383	65	32	belongs	belong	VERB
issue-383	65	33	to	to	ADP
issue-383	65	34	the	the	DET
issue-383	65	35	country	country	NOUN
issue-383	65	36	 	 	SPACE
issue-383	65	37	p.	p.	NOUN
issue-383	66	1	the	the	DET
issue-383	66	2	effectiveness	effectiveness	NOUN
issue-383	66	3	of	of	ADP
issue-383	66	4	the	the	DET
issue-383	66	5	country	country	NOUN
issue-383	66	6	’s	’s	PART
issue-383	66	7	innovation	innovation	NOUN
issue-383	66	8	.	.	PUNCT
issue-383	67	1	the	the	DET
issue-383	67	2	measure	measure	NOUN
issue-383	67	3	of	of	ADP
issue-383	67	4	the	the	DET
issue-383	67	5	effectiveness	effectiveness	NOUN
issue-383	67	6	of	of	ADP
issue-383	67	7	the	the	DET
issue-383	67	8	country	country	NOUN
issue-383	67	9	’s	’s	PART
issue-383	67	10	innovation	innovation	NOUN
issue-383	67	11	p	p	PROPN
issue-383	67	12	in	in	ADP
issue-383	67	13	the	the	DET
issue-383	67	14	hierarchical	hierarchical	ADJ
issue-383	67	15	region	region	NOUN
issue-383	67	16	is	be	AUX
issue-383	67	17	determined	determine	VERB
issue-383	67	18	by	by	ADP
issue-383	67	19	the	the	DET
issue-383	67	20	formula	formula	NOUN
issue-383	67	21	(	(	PUNCT
issue-383	67	22	strahl	strahl	NOUN
issue-383	67	23	,	,	PUNCT
issue-383	67	24	2007	2007	NUM
issue-383	67	25	):	):	PUNCT
issue-383	67	26	meik	meik	PROPN
issue-383	67	27	m	m	VERB
issue-383	67	28	kk	kk	PROPN
issue-383	67	29	n	n	CCONJ
issue-383	67	30	k	k	PROPN
issue-383	68	1	n	n	CCONJ
issue-383	68	2	k	k	PROPN
issue-383	68	3	k	k	X
issue-383	68	4	=	=	PUNCT
issue-383	69	1	⋅	⋅	PROPN
issue-383	69	2	=	=	SYM
issue-383	69	3	∑	∑	PROPN
issue-383	69	4	1	1	NUM
issue-383	69	5	100	100	NUM
issue-383	69	6	,	,	PUNCT
issue-383	69	7	where	where	SCONJ
issue-383	69	8	meik	meik	NOUN
issue-383	69	9	–	–	PUNCT
issue-383	69	10	a	a	DET
issue-383	69	11	measure	measure	NOUN
issue-383	69	12	of	of	ADP
issue-383	69	13	the	the	DET
issue-383	69	14	effectiveness	effectiveness	NOUN
issue-383	69	15	of	of	ADP
issue-383	69	16	the	the	DET
issue-383	69	17	country	country	NOUN
issue-383	69	18	’s	’s	PART
issue-383	69	19	innovation	innovation	NOUN
issue-383	69	20	p	p	X
issue-383	69	21	;	;	PUNCT
issue-383	69	22	mk	mk	PROPN
issue-383	69	23	n	n	ADV
issue-383	69	24	–	–	PUNCT
issue-383	69	25	the	the	DET
issue-383	69	26	innovation	innovation	NOUN
issue-383	69	27	efficiency	efficiency	NOUN
issue-383	69	28	table	table	NOUN
issue-383	69	29	1	1	NUM
issue-383	69	30	indicators	indicator	NOUN
issue-383	69	31	of	of	ADP
issue-383	69	32	regional	regional	ADJ
issue-383	69	33	innovation	innovation	NOUN
issue-383	69	34	by	by	ADP
issue-383	69	35	input	input	NOUN
issue-383	69	36	and	and	CCONJ
issue-383	69	37	output	output	NOUN
issue-383	69	38	types	type	NOUN
issue-383	69	39	indicators	indicator	NOUN
issue-383	69	40	of	of	ADP
issue-383	69	41	regional	regional	ADJ
issue-383	69	42	innovation	innovation	NOUN
issue-383	69	43	calculation	calculation	NOUN
issue-383	69	44	methodology	methodology	NOUN
issue-383	69	45	and	and	CCONJ
issue-383	69	46	measurement	measurement	NOUN
issue-383	69	47	units	unit	NOUN
issue-383	69	48	factors	factor	NOUN
issue-383	69	49	that	that	PRON
issue-383	69	50	represent	represent	VERB
issue-383	69	51	regional	regional	ADJ
issue-383	69	52	innovation	innovation	NOUN
issue-383	69	53	of	of	ADP
issue-383	69	54	input	input	NOUN
issue-383	69	55	type	type	NOUN
issue-383	69	56	1	1	NUM
issue-383	69	57	knowledge	knowledge	NOUN
issue-383	69	58	creation	creation	NOUN
issue-383	69	59	and	and	CCONJ
issue-383	69	60	entrepreneurship	entrepreneurship	NOUN
issue-383	69	61	1.1	1.1	NUM
issue-383	69	62	human	human	ADJ
issue-383	69	63	resources	resource	NOUN
issue-383	69	64	1.1.1	1.1.1	NUM
issue-383	69	65	the	the	DET
issue-383	69	66	number	number	NOUN
issue-383	69	67	of	of	ADP
issue-383	69	68	postgraduate	postgraduate	NOUN
issue-383	69	69	alumnus	alumnus	NOUN
issue-383	69	70	number	number	NOUN
issue-383	69	71	of	of	ADP
issue-383	69	72	postgraduate	postgraduate	NOUN
issue-383	69	73	alumnus	alumnus	NOUN
issue-383	69	74	per	per	ADP
issue-383	69	75	1	1	NUM
issue-383	69	76	thousand	thousand	NUM
issue-383	69	77	population	population	NOUN
issue-383	69	78	,	,	PUNCT
issue-383	69	79	%	%	NOUN
issue-383	69	80	2	2	NUM
issue-383	69	81	investments	investment	NOUN
issue-383	69	82	2.1	2.1	NUM
issue-383	69	83	finance	finance	NOUN
issue-383	69	84	and	and	CCONJ
issue-383	69	85	support	support	NOUN
issue-383	69	86	2.1.1	2.1.1	NUM
issue-383	69	87	.	.	PUNCT
issue-383	70	1	r&d	r&d	NOUN
issue-383	70	2	w	w	NOUN
issue-383	70	3	expenditure	expenditure	NOUN
issue-383	70	4	in	in	ADP
issue-383	70	5	the	the	DET
issue-383	70	6	public	public	ADJ
issue-383	70	7	sector	sector	NOUN
issue-383	70	8	the	the	DET
issue-383	70	9	ratio	ratio	NOUN
issue-383	70	10	of	of	ADP
issue-383	70	11	r&d	r&d	NOUN
issue-383	70	12	w	w	NOUN
issue-383	70	13	expenditures	expenditure	NOUN
issue-383	70	14	in	in	ADP
issue-383	70	15	the	the	DET
issue-383	70	16	public	public	ADJ
issue-383	70	17	sector	sector	NOUN
issue-383	70	18	and	and	CCONJ
issue-383	70	19	the	the	DET
issue-383	70	20	higher	high	ADJ
issue-383	70	21	education	education	NOUN
issue-383	70	22	sector	sector	NOUN
issue-383	70	23	to	to	ADP
issue-383	70	24	the	the	DET
issue-383	70	25	grp	grp	NOUN
issue-383	70	26	,	,	PUNCT
issue-383	70	27	%	%	NOUN
issue-383	70	28	2.2	2.2	NUM
issue-383	70	29	brand	brand	NOUN
issue-383	70	30	investments	investment	NOUN
issue-383	70	31	2.2.1	2.2.1	NUM
issue-383	70	32	r&d	r&d	NOUN
issue-383	70	33	w	w	NOUN
issue-383	70	34	expenses	expense	NOUN
issue-383	70	35	in	in	ADP
issue-383	70	36	business	business	NOUN
issue-383	70	37	ratio	ratio	NOUN
issue-383	70	38	of	of	ADP
issue-383	70	39	cost	cost	NOUN
issue-383	70	40	of	of	ADP
issue-383	70	41	r	r	NOUN
issue-383	70	42	&	&	CCONJ
issue-383	70	43	d	d	PROPN
issue-383	70	44	w	w	PROPN
issue-383	70	45	in	in	ADP
issue-383	70	46	business	business	NOUN
issue-383	70	47	to	to	ADP
issue-383	70	48	grp	grp	PROPN
issue-383	70	49	,	,	PUNCT
issue-383	70	50	%	%	NOUN
issue-383	70	51	factors	factor	NOUN
issue-383	70	52	that	that	PRON
issue-383	70	53	represent	represent	VERB
issue-383	70	54	regional	regional	ADJ
issue-383	70	55	innovation	innovation	NOUN
issue-383	70	56	of	of	ADP
issue-383	70	57	output	output	NOUN
issue-383	70	58	type	type	NOUN
issue-383	70	59	3	3	NUM
issue-383	70	60	innovative	innovative	ADJ
issue-383	70	61	activity	activity	NOUN
issue-383	70	62	3.1	3.1	NUM
issue-383	70	63	innovators	innovator	NOUN
issue-383	70	64	3.1.1	3.1.1	NUM
issue-383	70	65	industrial	industrial	ADJ
issue-383	70	66	enterprises	enterprise	NOUN
issue-383	70	67	with	with	ADP
issue-383	70	68	new	new	ADJ
issue-383	70	69	products	product	NOUN
issue-383	70	70	or	or	CCONJ
issue-383	70	71	processes	process	VERB
issue-383	70	72	the	the	DET
issue-383	70	73	ratio	ratio	NOUN
issue-383	70	74	of	of	ADP
issue-383	70	75	the	the	DET
issue-383	70	76	number	number	NOUN
issue-383	70	77	of	of	ADP
issue-383	70	78	industrial	industrial	ADJ
issue-383	70	79	enterprises	enterprise	NOUN
issue-383	70	80	to	to	ADP
issue-383	70	81	new	new	ADJ
issue-383	70	82	products	product	NOUN
issue-383	70	83	or	or	CCONJ
issue-383	70	84	technological	technological	ADJ
issue-383	70	85	processes	process	NOUN
issue-383	70	86	to	to	ADP
issue-383	70	87	the	the	DET
issue-383	70	88	total	total	ADJ
issue-383	70	89	number	number	NOUN
issue-383	70	90	of	of	ADP
issue-383	70	91	industrial	industrial	ADJ
issue-383	70	92	enterprises	enterprise	NOUN
issue-383	70	93	,	,	PUNCT
issue-383	70	94	%	%	INTJ
issue-383	71	1	3.1.2	3.1.2	NUM
issue-383	71	2	industrial	industrial	ADJ
issue-383	71	3	enterprises	enterprise	NOUN
issue-383	71	4	with	with	ADP
issue-383	71	5	marketing	marketing	NOUN
issue-383	71	6	and	and	CCONJ
issue-383	71	7	organizational	organizational	ADJ
issue-383	71	8	innovations	innovation	NOUN
issue-383	71	9	the	the	DET
issue-383	71	10	ratio	ratio	NOUN
issue-383	71	11	of	of	ADP
issue-383	71	12	the	the	DET
issue-383	71	13	number	number	NOUN
issue-383	71	14	of	of	ADP
issue-383	71	15	industrial	industrial	ADJ
issue-383	71	16	enterprises	enterprise	NOUN
issue-383	71	17	that	that	PRON
issue-383	71	18	implemented	implement	VERB
issue-383	71	19	marketing	marketing	NOUN
issue-383	71	20	and	and	CCONJ
issue-383	71	21	organizational	organizational	ADJ
issue-383	71	22	innovations	innovation	NOUN
issue-383	71	23	to	to	ADP
issue-383	71	24	the	the	DET
issue-383	71	25	total	total	ADJ
issue-383	71	26	number	number	NOUN
issue-383	71	27	of	of	ADP
issue-383	71	28	industrial	industrial	ADJ
issue-383	71	29	enterprises	enterprise	NOUN
issue-383	71	30	,	,	PUNCT
issue-383	71	31	%	%	NOUN
issue-383	71	32	3.1.3	3.1.3	NUM
issue-383	71	33	industrial	industrial	ADJ
issue-383	71	34	enterprises	enterprise	NOUN
issue-383	71	35	with	with	ADP
issue-383	71	36	innovations	innovation	NOUN
issue-383	71	37	in	in	ADP
issue-383	71	38	the	the	DET
issue-383	71	39	company	company	NOUN
issue-383	71	40	the	the	DET
issue-383	71	41	ratio	ratio	NOUN
issue-383	71	42	of	of	ADP
issue-383	71	43	the	the	DET
issue-383	71	44	number	number	NOUN
issue-383	71	45	of	of	ADP
issue-383	71	46	industrial	industrial	ADJ
issue-383	71	47	enterprises	enterprise	NOUN
issue-383	71	48	that	that	PRON
issue-383	71	49	introduced	introduce	VERB
issue-383	71	50	new	new	ADJ
issue-383	71	51	products	product	NOUN
issue-383	71	52	or	or	CCONJ
issue-383	71	53	processes	process	NOUN
issue-383	71	54	both	both	PRON
issue-383	71	55	in	in	ADP
issue-383	71	56	their	their	PRON
issue-383	71	57	own	own	ADJ
issue-383	71	58	production	production	NOUN
issue-383	71	59	and	and	CCONJ
issue-383	71	60	in	in	ADP
issue-383	71	61	other	other	ADJ
issue-383	71	62	companies	company	NOUN
issue-383	71	63	to	to	ADP
issue-383	71	64	a	a	DET
issue-383	71	65	large	large	ADJ
issue-383	71	66	number	number	NOUN
issue-383	71	67	of	of	ADP
issue-383	71	68	industrial	industrial	ADJ
issue-383	71	69	enterprises	enterprise	NOUN
issue-383	71	70	,	,	PUNCT
issue-383	71	71	%	%	NOUN
issue-383	71	72	3.3	3.3	NUM
issue-383	71	73	intelligent	intelligent	ADJ
issue-383	71	74	assets	asset	NOUN
issue-383	71	75	3.3.1	3.3.1	NUM
issue-383	71	76	.	.	PUNCT
issue-383	71	77	patent	patent	NOUN
issue-383	71	78	applications	application	NOUN
issue-383	71	79	the	the	DET
issue-383	71	80	share	share	NOUN
issue-383	71	81	of	of	ADP
issue-383	71	82	applications	application	NOUN
issue-383	71	83	for	for	ADP
issue-383	71	84	inventions	invention	NOUN
issue-383	71	85	in	in	ADP
issue-383	71	86	gdp	gdp	NOUN
issue-383	71	87	adjusted	adjust	VERB
issue-383	71	88	for	for	ADP
issue-383	71	89	cpi	cpi	NOUN
issue-383	71	90	,	,	PUNCT
issue-383	71	91	%	%	NOUN
issue-383	71	92	3.3.2	3.3.2	NUM
issue-383	71	93	trademark	trademark	NOUN
issue-383	71	94	orders	order	NOUN
issue-383	71	95	the	the	DET
issue-383	71	96	share	share	NOUN
issue-383	71	97	of	of	ADP
issue-383	71	98	patents	patent	NOUN
issue-383	71	99	in	in	ADP
issue-383	71	100	gdp	gdp	NOUN
issue-383	71	101	adjusted	adjust	VERB
issue-383	71	102	for	for	ADP
issue-383	71	103	cpi	cpi	NOUN
issue-383	71	104	,	,	PUNCT
issue-383	71	105	%	%	NOUN
issue-383	71	106	4	4	NUM
issue-383	71	107	influences	influence	VERB
issue-383	71	108	4.1	4.1	NUM
issue-383	71	109	influence	influence	NOUN
issue-383	71	110	on	on	ADP
issue-383	71	111	employment	employment	NOUN
issue-383	71	112	4.1.1	4.1.1	NUM
issue-383	71	113	employment	employment	NOUN
issue-383	71	114	in	in	ADP
issue-383	71	115	activities	activity	NOUN
issue-383	71	116	requiring	require	VERB
issue-383	71	117	knowledge	knowledge	NOUN
issue-383	71	118	the	the	DET
issue-383	71	119	ratio	ratio	NOUN
issue-383	71	120	of	of	ADP
issue-383	71	121	the	the	DET
issue-383	71	122	number	number	NOUN
issue-383	71	123	of	of	ADP
issue-383	71	124	employees	employee	NOUN
issue-383	71	125	involved	involve	VERB
issue-383	71	126	in	in	ADP
issue-383	71	127	the	the	DET
issue-383	71	128	implementation	implementation	NOUN
issue-383	71	129	of	of	ADP
issue-383	71	130	research	research	NOUN
issue-383	71	131	and	and	CCONJ
issue-383	71	132	development	development	NOUN
issue-383	71	133	to	to	ADP
issue-383	71	134	the	the	DET
issue-383	71	135	gdp	gdp	NOUN
issue-383	71	136	adjusted	adjust	VERB
issue-383	71	137	for	for	ADP
issue-383	71	138	cpi	cpi	PROPN
issue-383	71	139	,	,	PUNCT
issue-383	71	140	%	%	NOUN
issue-383	71	141	baltic	baltic	PROPN
issue-383	71	142	journal	journal	PROPN
issue-383	71	143	of	of	ADP
issue-383	71	144	economic	economic	ADJ
issue-383	71	145	studies	study	NOUN
issue-383	71	146	73	73	NUM
issue-383	71	147	vol	vol	NOUN
issue-383	71	148	.	.	PROPN
issue-383	72	1	4	4	NUM
issue-383	72	2	,	,	PUNCT
issue-383	72	3	no	no	INTJ
issue-383	72	4	.	.	NOUN
issue-383	72	5	2	2	NUM
issue-383	72	6	,	,	PUNCT
issue-383	72	7	2018	2018	NUM
issue-383	72	8	measure	measure	NOUN
issue-383	72	9	in	in	ADP
issue-383	72	10	the	the	DET
issue-383	72	11	region	region	NOUN
issue-383	72	12	p	p	NOUN
issue-383	72	13	,	,	PUNCT
issue-383	72	14	which	which	PRON
issue-383	72	15	belongs	belong	VERB
issue-383	72	16	to	to	ADP
issue-383	72	17	the	the	DET
issue-383	72	18	country	country	NOUN
issue-383	72	19	p	p	X
issue-383	72	20	;	;	PUNCT
issue-383	72	21	к	к	X
issue-383	72	22	–	–	PUNCT
issue-383	72	23	the	the	DET
issue-383	72	24	number	number	NOUN
issue-383	72	25	of	of	ADP
issue-383	72	26	regions	region	NOUN
issue-383	72	27	in	in	ADP
issue-383	72	28	the	the	DET
issue-383	72	29	n	n	CCONJ
issue-383	72	30	-	-	PUNCT
issue-383	72	31	th	th	VERB
issue-383	72	32	country	country	NOUN
issue-383	72	33	,	,	PUNCT
issue-383	72	34	n	n	X
issue-383	72	35	n=	n=	ADJ
issue-383	72	36	1	1	NUM
issue-383	72	37	2	2	NUM
issue-383	72	38	,	,	PUNCT
issue-383	72	39	,	,	PUNCT
issue-383	72	40	...	...	PUNCT
issue-383	72	41	,	,	PUNCT
issue-383	72	42	.	.	PUNCT
issue-383	73	1	it	it	PRON
issue-383	73	2	is	be	AUX
issue-383	73	3	easy	easy	ADJ
issue-383	73	4	to	to	PART
issue-383	73	5	note	note	VERB
issue-383	73	6	that	that	SCONJ
issue-383	73	7	the	the	DET
issue-383	73	8	value	value	NOUN
issue-383	73	9	of	of	ADP
issue-383	73	10	the	the	DET
issue-383	73	11	measure	measure	NOUN
issue-383	73	12	of	of	ADP
issue-383	73	13	innovation	innovation	NOUN
issue-383	73	14	efficiency	efficiency	NOUN
issue-383	73	15	in	in	ADP
issue-383	73	16	the	the	DET
issue-383	73	17	hierarchical	hierarchical	ADJ
issue-383	73	18	regional	regional	ADJ
issue-383	73	19	section	section	NOUN
issue-383	73	20	belongs	belong	VERB
issue-383	73	21	to	to	ADP
issue-383	73	22	the	the	DET
issue-383	73	23	numerical	numerical	ADJ
issue-383	73	24	range	range	NOUN
issue-383	74	1	[	[	X
issue-383	74	2	0,01	0,01	NUM
issue-383	74	3	;	;	PUNCT
issue-383	74	4	1	1	NUM
issue-383	74	5	]	]	PUNCT
issue-383	74	6	.	.	PUNCT
issue-383	75	1	measures	measure	NOUN
issue-383	75	2	closer	close	ADJ
issue-383	75	3	to	to	ADP
issue-383	75	4	the	the	DET
issue-383	75	5	minimum	minimum	ADJ
issue-383	75	6	mean	mean	NOUN
issue-383	75	7	that	that	SCONJ
issue-383	75	8	the	the	DET
issue-383	75	9	country	country	NOUN
issue-383	75	10	has	have	VERB
issue-383	75	11	a	a	DET
issue-383	75	12	weak	weak	ADJ
issue-383	75	13	position	position	NOUN
issue-383	75	14	in	in	ADP
issue-383	75	15	terms	term	NOUN
issue-383	75	16	of	of	ADP
issue-383	75	17	the	the	DET
issue-383	75	18	innovations	innovation	NOUN
issue-383	75	19	’	'	PUNCT
issue-383	75	20	effectiveness	effectiveness	NOUN
issue-383	75	21	in	in	ADP
issue-383	75	22	a	a	DET
issue-383	75	23	regional	regional	ADJ
issue-383	75	24	context	context	NOUN
issue-383	75	25	,	,	PUNCT
issue-383	75	26	and	and	CCONJ
issue-383	75	27	closer	close	ADJ
issue-383	75	28	to	to	PART
issue-383	75	29	1	1	NUM
issue-383	75	30	values	value	NOUN
issue-383	75	31	indicate	indicate	VERB
issue-383	75	32	the	the	DET
issue-383	75	33	high	high	ADJ
issue-383	75	34	efficiency	efficiency	NOUN
issue-383	75	35	of	of	ADP
issue-383	75	36	innovation	innovation	NOUN
issue-383	75	37	in	in	ADP
issue-383	75	38	the	the	DET
issue-383	75	39	country	country	NOUN
issue-383	75	40	in	in	ADP
issue-383	75	41	a	a	DET
issue-383	75	42	regional	regional	ADJ
issue-383	75	43	context	context	NOUN
issue-383	75	44	.	.	PUNCT
issue-383	76	1	the	the	DET
issue-383	76	2	demonstrated	demonstrate	VERB
issue-383	76	3	approach	approach	NOUN
issue-383	76	4	to	to	ADP
issue-383	76	5	determining	determine	VERB
issue-383	76	6	the	the	DET
issue-383	76	7	measure	measure	NOUN
issue-383	76	8	of	of	ADP
issue-383	76	9	innovation	innovation	NOUN
issue-383	76	10	efficiency	efficiency	NOUN
issue-383	76	11	in	in	ADP
issue-383	76	12	a	a	DET
issue-383	76	13	hierarchical	hierarchical	ADJ
issue-383	76	14	regional	regional	ADJ
issue-383	76	15	section	section	NOUN
issue-383	76	16	is	be	AUX
issue-383	76	17	based	base	VERB
issue-383	76	18	on	on	ADP
issue-383	76	19	the	the	DET
issue-383	76	20	use	use	NOUN
issue-383	76	21	of	of	ADP
issue-383	76	22	instruments	instrument	NOUN
issue-383	76	23	of	of	ADP
issue-383	76	24	multidimensional	multidimensional	ADJ
issue-383	76	25	statistical	statistical	ADJ
issue-383	76	26	analysis	analysis	NOUN
issue-383	76	27	and	and	CCONJ
issue-383	76	28	the	the	DET
issue-383	76	29	statistics	statistic	NOUN
issue-383	76	30	data	datum	NOUN
issue-383	76	31	of	of	ADP
issue-383	76	32	the	the	DET
issue-383	76	33	european	european	PROPN
issue-383	76	34	union	union	PROPN
issue-383	76	35	or	or	CCONJ
issue-383	76	36	the	the	DET
issue-383	76	37	state	state	NOUN
issue-383	76	38	statistics	statistic	NOUN
issue-383	76	39	service	service	NOUN
issue-383	76	40	of	of	ADP
issue-383	76	41	ukraine	ukraine	NOUN
issue-383	76	42	in	in	ADP
issue-383	76	43	the	the	DET
issue-383	76	44	field	field	NOUN
issue-383	76	45	of	of	ADP
issue-383	76	46	innovation	innovation	NOUN
issue-383	76	47	.	.	PUNCT
issue-383	77	1	empirical	empirical	ADJ
issue-383	77	2	results	result	NOUN
issue-383	77	3	.	.	PUNCT
issue-383	78	1	the	the	DET
issue-383	78	2	analysis	analysis	NOUN
issue-383	78	3	of	of	ADP
issue-383	78	4	innovation	innovation	NOUN
issue-383	78	5	was	be	AUX
issue-383	78	6	carried	carry	VERB
issue-383	78	7	out	out	ADP
issue-383	78	8	on	on	ADP
issue-383	78	9	the	the	DET
issue-383	78	10	example	example	NOUN
issue-383	78	11	of	of	ADP
issue-383	78	12	indicators	indicator	NOUN
issue-383	78	13	,	,	PUNCT
issue-383	78	14	shown	show	VERB
issue-383	78	15	in	in	ADP
issue-383	78	16	table	table	NOUN
issue-383	78	17	1	1	NUM
issue-383	78	18	for	for	ADP
issue-383	78	19	the	the	DET
issue-383	78	20	regions	region	NOUN
issue-383	78	21	of	of	ADP
issue-383	78	22	ukraine	ukraine	NOUN
issue-383	78	23	for	for	ADP
issue-383	78	24	the	the	DET
issue-383	78	25	period	period	NOUN
issue-383	78	26	of	of	ADP
issue-383	78	27	2010–2016	2010–2016	NUM
issue-383	78	28	.	.	PUNCT
issue-383	79	1	on	on	ADP
issue-383	79	2	the	the	DET
issue-383	79	3	basis	basis	NOUN
issue-383	79	4	of	of	ADP
issue-383	79	5	normalized	normalize	VERB
issue-383	79	6	values	value	NOUN
issue-383	79	7	,	,	PUNCT
issue-383	79	8	matrices	matrix	NOUN
issue-383	79	9	of	of	ADP
issue-383	79	10	indices	index	NOUN
issue-383	79	11	of	of	ADP
issue-383	79	12	regional	regional	ADJ
issue-383	79	13	innovation	innovation	NOUN
issue-383	79	14	are	be	AUX
issue-383	79	15	formed	form	VERB
issue-383	79	16	separately	separately	ADV
issue-383	79	17	according	accord	VERB
issue-383	79	18	to	to	ADP
issue-383	79	19	the	the	DET
issue-383	79	20	input	input	NOUN
issue-383	79	21	and	and	CCONJ
issue-383	79	22	output	output	NOUN
issue-383	79	23	types	type	NOUN
issue-383	79	24	(	(	PUNCT
issue-383	79	25	table	table	NOUN
issue-383	79	26	2	2	NUM
issue-383	79	27	-	-	SYM
issue-383	79	28	3	3	NUM
issue-383	79	29	)	)	PUNCT
issue-383	79	30	.	.	PUNCT
issue-383	80	1	since	since	SCONJ
issue-383	80	2	all	all	DET
issue-383	80	3	eis	eis	PROPN
issue-383	80	4	indicators	indicator	NOUN
issue-383	80	5	are	be	AUX
issue-383	80	6	stimulators	stimulator	NOUN
issue-383	80	7	,	,	PUNCT
issue-383	80	8	the	the	DET
issue-383	80	9	closer	close	ADJ
issue-383	80	10	to	to	PART
issue-383	80	11	1	1	NUM
issue-383	80	12	index	index	NOUN
issue-383	80	13	value	value	NOUN
issue-383	80	14	shows	show	VERB
issue-383	80	15	higher	high	ADJ
issue-383	80	16	innovation	innovation	NOUN
issue-383	80	17	input	input	NOUN
issue-383	80	18	type	type	NOUN
issue-383	80	19	.	.	PUNCT
issue-383	81	1	as	as	SCONJ
issue-383	81	2	can	can	AUX
issue-383	81	3	be	be	AUX
issue-383	81	4	seen	see	VERB
issue-383	81	5	from	from	ADP
issue-383	81	6	figure	figure	NOUN
issue-383	81	7	1	1	NUM
issue-383	81	8	,	,	PUNCT
issue-383	81	9	for	for	ADP
issue-383	81	10	the	the	DET
issue-383	81	11	period	period	NOUN
issue-383	81	12	under	under	ADP
issue-383	81	13	the	the	DET
issue-383	81	14	study	study	NOUN
issue-383	81	15	,	,	PUNCT
issue-383	81	16	the	the	DET
issue-383	81	17	highest	high	ADJ
issue-383	81	18	level	level	NOUN
issue-383	81	19	of	of	ADP
issue-383	81	20	innovation	innovation	NOUN
issue-383	81	21	is	be	AUX
issue-383	81	22	inherent	inherent	ADJ
issue-383	81	23	to	to	ADP
issue-383	81	24	kyiv	kyiv	ADJ
issue-383	81	25	and	and	CCONJ
issue-383	81	26	kharkiv	kharkiv	PROPN
issue-383	81	27	region	region	NOUN
issue-383	81	28	.	.	PUNCT
issue-383	82	1	all	all	DET
issue-383	82	2	other	other	ADJ
issue-383	82	3	regions	region	NOUN
issue-383	82	4	have	have	VERB
issue-383	82	5	values	value	NOUN
issue-383	82	6	lower	low	ADJ
issue-383	82	7	than	than	ADP
issue-383	82	8	0,25	0,25	NUM
issue-383	82	9	.	.	PUNCT
issue-383	83	1	accordingly	accordingly	ADV
issue-383	83	2	,	,	PUNCT
issue-383	83	3	it	it	PRON
issue-383	83	4	can	can	AUX
issue-383	83	5	be	be	AUX
issue-383	83	6	concluded	conclude	VERB
issue-383	83	7	that	that	SCONJ
issue-383	83	8	there	there	PRON
issue-383	83	9	is	be	VERB
issue-383	83	10	no	no	DET
issue-383	83	11	regional	regional	ADJ
issue-383	83	12	and	and	CCONJ
issue-383	83	13	state	state	NOUN
issue-383	83	14	policy	policy	NOUN
issue-383	83	15	to	to	PART
issue-383	83	16	stimulate	stimulate	VERB
issue-383	83	17	and	and	CCONJ
issue-383	83	18	support	support	VERB
issue-383	83	19	innovation	innovation	NOUN
issue-383	83	20	,	,	PUNCT
issue-383	83	21	as	as	SCONJ
issue-383	83	22	the	the	DET
issue-383	83	23	costs	cost	NOUN
issue-383	83	24	for	for	ADP
issue-383	83	25	them	they	PRON
issue-383	83	26	are	be	AUX
issue-383	83	27	too	too	ADV
issue-383	83	28	scanty	scanty	ADJ
issue-383	83	29	,	,	PUNCT
issue-383	83	30	especially	especially	ADV
issue-383	83	31	on	on	ADP
issue-383	83	32	a	a	DET
issue-383	83	33	regional	regional	ADJ
issue-383	83	34	scale	scale	NOUN
issue-383	83	35	.	.	PUNCT
issue-383	84	1	all	all	DET
issue-383	84	2	funds	fund	NOUN
issue-383	84	3	for	for	ADP
issue-383	84	4	innovation	innovation	NOUN
issue-383	84	5	remain	remain	VERB
issue-383	84	6	in	in	ADP
issue-383	84	7	the	the	DET
issue-383	84	8	centre	centre	NOUN
issue-383	84	9	,	,	PUNCT
issue-383	84	10	thus	thus	ADV
issue-383	84	11	stimulating	stimulate	VERB
issue-383	84	12	the	the	DET
issue-383	84	13	development	development	NOUN
issue-383	84	14	of	of	ADP
issue-383	84	15	the	the	DET
issue-383	84	16	economy	economy	NOUN
issue-383	84	17	of	of	ADP
issue-383	84	18	regions	region	NOUN
issue-383	84	19	of	of	ADP
issue-383	84	20	ukraine	ukraine	NOUN
issue-383	84	21	on	on	ADP
issue-383	84	22	the	the	DET
issue-383	84	23	principle	principle	NOUN
issue-383	84	24	of	of	ADP
issue-383	84	25	“	"	PUNCT
issue-383	84	26	centre	centre	ADJ
issue-383	84	27	-	-	PUNCT
issue-383	84	28	periphery	periphery	NOUN
issue-383	84	29	”	"	PUNCT
issue-383	84	30	.	.	PUNCT
issue-383	85	1	such	such	ADJ
issue-383	85	2	centripetal	centripetal	ADJ
issue-383	85	3	model	model	NOUN
issue-383	85	4	leads	lead	VERB
issue-383	85	5	to	to	PART
issue-383	85	6	decrease	decrease	VERB
issue-383	85	7	in	in	ADP
issue-383	85	8	the	the	DET
issue-383	85	9	interest	interest	NOUN
issue-383	85	10	of	of	ADP
issue-383	85	11	domestic	domestic	ADJ
issue-383	85	12	and	and	CCONJ
issue-383	85	13	,	,	PUNCT
issue-383	85	14	in	in	ADP
issue-383	85	15	particular	particular	ADJ
issue-383	85	16	,	,	PUNCT
issue-383	85	17	foreign	foreign	ADJ
issue-383	85	18	investors	investor	NOUN
issue-383	85	19	in	in	ADP
issue-383	85	20	the	the	DET
issue-383	85	21	regional	regional	ADJ
issue-383	85	22	innovation	innovation	NOUN
issue-383	85	23	support	support	NOUN
issue-383	85	24	,	,	PUNCT
issue-383	85	25	and	and	CCONJ
issue-383	85	26	,	,	PUNCT
issue-383	85	27	on	on	ADP
issue-383	85	28	the	the	DET
issue-383	85	29	other	other	ADJ
issue-383	85	30	hand	hand	NOUN
issue-383	85	31	,	,	PUNCT
issue-383	85	32	further	far	ADV
issue-383	85	33	concentrates	concentrate	VERB
issue-383	85	34	innovation	innovation	NOUN
issue-383	85	35	potential	potential	NOUN
issue-383	85	36	in	in	ADP
issue-383	85	37	the	the	DET
issue-383	85	38	centre	centre	NOUN
issue-383	85	39	.	.	PUNCT
issue-383	86	1	regarding	regard	VERB
issue-383	86	2	the	the	DET
issue-383	86	3	results	result	NOUN
issue-383	86	4	of	of	ADP
issue-383	86	5	the	the	DET
issue-383	86	6	introduction	introduction	NOUN
issue-383	86	7	of	of	ADP
issue-383	86	8	innovations	innovation	NOUN
issue-383	86	9	,	,	PUNCT
issue-383	86	10	the	the	DET
issue-383	86	11	leading	lead	VERB
issue-383	86	12	positions	position	NOUN
issue-383	86	13	are	be	AUX
issue-383	86	14	again	again	ADV
issue-383	86	15	occupied	occupy	VERB
issue-383	86	16	by	by	ADP
issue-383	86	17	kharkiv	kharkiv	PROPN
issue-383	86	18	region	region	PROPN
issue-383	86	19	,	,	PUNCT
issue-383	86	20	kyiv	kyiv	ADJ
issue-383	86	21	and	and	CCONJ
issue-383	86	22	sevastopol	sevastopol	PROPN
issue-383	86	23	cities	city	NOUN
issue-383	86	24	(	(	PUNCT
issue-383	86	25	figure	figure	NOUN
issue-383	86	26	  	  	SPACE
issue-383	86	27	2	2	NUM
issue-383	86	28	)	)	PUNCT
issue-383	86	29	.	.	PUNCT
issue-383	87	1	somewhat	somewhat	ADV
issue-383	87	2	higher	high	ADJ
issue-383	87	3	values	value	NOUN
issue-383	87	4	in	in	ADP
issue-383	87	5	comparison	comparison	NOUN
issue-383	87	6	with	with	ADP
issue-383	87	7	the	the	DET
issue-383	87	8	input	input	NOUN
issue-383	87	9	index	index	NOUN
issue-383	87	10	are	be	AUX
issue-383	87	11	zaporizhzhia	zaporizhzhia	PROPN
issue-383	87	12	,	,	PUNCT
issue-383	87	13	sumy	sumy	PROPN
issue-383	87	14	,	,	PUNCT
issue-383	87	15	odesa	odesa	PROPN
issue-383	87	16	,	,	PUNCT
issue-383	87	17	ivano	ivano	PROPN
issue-383	87	18	-	-	PUNCT
issue-383	87	19	frankivsk	frankivsk	NOUN
issue-383	87	20	,	,	PUNCT
issue-383	87	21	mykolaiv	mykolaiv	NOUN
issue-383	87	22	,	,	PUNCT
issue-383	87	23	and	and	CCONJ
issue-383	87	24	lviv	lviv	PROPN
issue-383	87	25	regions	region	NOUN
issue-383	87	26	.	.	PUNCT
issue-383	88	1	this	this	PRON
issue-383	88	2	suggests	suggest	VERB
issue-383	88	3	that	that	SCONJ
issue-383	88	4	innovation	innovation	NOUN
issue-383	88	5	,	,	PUNCT
issue-383	88	6	besides	besides	SCONJ
issue-383	88	7	financial	financial	ADJ
issue-383	88	8	-	-	PUNCT
issue-383	88	9	economic	economic	ADJ
issue-383	88	10	table	table	NOUN
issue-383	88	11	2	2	NUM
issue-383	88	12	indices	index	NOUN
issue-383	88	13	of	of	ADP
issue-383	88	14	input	input	NOUN
issue-383	88	15	regional	regional	ADJ
issue-383	88	16	innovation	innovation	NOUN
issue-383	88	17	,	,	PUNCT
issue-383	88	18	%	%	NOUN
issue-383	88	19	2010	2010	NUM
issue-383	88	20	2012	2012	NUM
issue-383	88	21	2013	2013	NUM
issue-383	88	22	2014	2014	NUM
issue-383	88	23	2015	2015	NUM
issue-383	88	24	2016	2016	NUM
issue-383	88	25	ukraine	ukraine	PROPN
issue-383	88	26	0,22	0,22	X
issue-383	88	27	0,22	0,22	X
issue-383	88	28	0,22	0,22	X
issue-383	88	29	0,24	0,24	X
issue-383	89	1	0,14	0,14	ADP
issue-383	89	2	0,17	0,17	ADJ
issue-383	89	3	autonomous	autonomous	ADJ
issue-383	89	4	republic	republic	NOUN
issue-383	89	5	of	of	ADP
issue-383	89	6	crimea	crimea	PROPN
issue-383	89	7	0,13	0,13	ADV
issue-383	89	8	0,10	0,10	NOUN
issue-383	89	9	0,09	0,09	PUNCT
issue-383	90	1	-	-	PUNCT
issue-383	90	2	*	*	PUNCT
issue-383	90	3	-	-	PUNCT
issue-383	90	4	*	*	PUNCT
issue-383	90	5	-	-	PROPN
issue-383	90	6	*	*	VERB
issue-383	90	7	vinnytsia	vinnytsia	NOUN
issue-383	90	8	0,05	0,05	PROPN
issue-383	90	9	0,03	0,03	PROPN
issue-383	91	1	0,02	0,02	PROPN
issue-383	92	1	0,06	0,06	PROPN
issue-383	93	1	0,04	0,04	PROPN
issue-383	93	2	0,03	0,03	NUM
issue-383	93	3	volyn	volyn	PROPN
issue-383	93	4	0,03	0,03	PROPN
issue-383	93	5	0,03	0,03	NUM
issue-383	93	6	0,04	0,04	NUM
issue-383	93	7	0,05	0,05	NOUN
issue-383	93	8	0,17	0,17	NOUN
issue-383	94	1	0,17	0,17	NUM
issue-383	94	2	dnipropetrovsk	dnipropetrovsk	VERB
issue-383	94	3	0,13	0,13	PUNCT
issue-383	94	4	0,13	0,13	ADV
issue-383	94	5	0,12	0,12	NUM
issue-383	94	6	0,15	0,15	NUM
issue-383	94	7	0,07	0,07	NUM
issue-383	95	1	0,10	0,10	NUM
issue-383	95	2	donetsk	donetsk	NOUN
issue-383	95	3	0,09	0,09	NOUN
issue-383	96	1	0,07	0,07	X
issue-383	96	2	0,08	0,08	NUM
issue-383	97	1	0,02	0,02	NUM
issue-383	97	2	0,01	0,01	NUM
issue-383	98	1	0,00	0,00	PROPN
issue-383	98	2	zhytomyr	zhytomyr	PROPN
issue-383	98	3	0,02	0,02	PROPN
issue-383	98	4	0,02	0,02	PROPN
issue-383	98	5	0,02	0,02	PROPN
issue-383	98	6	0,04	0,04	PROPN
issue-383	98	7	0,03	0,03	PROPN
issue-383	98	8	0,02	0,02	PROPN
issue-383	98	9	zakarpattia	zakarpattia	PROPN
issue-383	98	10	0,04	0,04	PROPN
issue-383	98	11	0,05	0,05	PROPN
issue-383	98	12	0,06	0,06	PROPN
issue-383	98	13	0,07	0,07	PROPN
issue-383	99	1	0,02	0,02	PROPN
issue-383	99	2	0,02	0,02	NUM
issue-383	99	3	zaporizhzhia	zaporizhzhia	PROPN
issue-383	99	4	0,21	0,21	PROPN
issue-383	99	5	0,22	0,22	X
issue-383	99	6	0,18	0,18	X
issue-383	100	1	0,21	0,21	X
issue-383	100	2	0,18	0,18	X
issue-383	101	1	0,28	0,28	NUM
issue-383	102	1	ivano	ivano	NOUN
issue-383	102	2	-	-	PUNCT
issue-383	102	3	frankivsk	frankivsk	NOUN
issue-383	102	4	0,12	0,12	X
issue-383	102	5	0,09	0,09	PUNCT
issue-383	103	1	0,04	0,04	NUM
issue-383	103	2	0,06	0,06	PROPN
issue-383	103	3	0,07	0,07	PROPN
issue-383	104	1	0,06	0,06	PROPN
issue-383	104	2	kyiv	kyiv	PROPN
issue-383	104	3	0,12	0,12	X
issue-383	104	4	0,10	0,10	NUM
issue-383	104	5	0,09	0,09	NOUN
issue-383	105	1	0,10	0,10	NOUN
issue-383	105	2	0,01	0,01	NUM
issue-383	106	1	0,03	0,03	NUM
issue-383	106	2	kirovohrad	kirovohrad	PROPN
issue-383	106	3	0,01	0,01	PUNCT
issue-383	106	4	0,01	0,01	NUM
issue-383	106	5	0,01	0,01	NUM
issue-383	106	6	0,03	0,03	NUM
issue-383	106	7	0,02	0,02	NUM
issue-383	106	8	0,01	0,01	NUM
issue-383	106	9	luhansk	luhansk	NOUN
issue-383	106	10	0,05	0,05	PROPN
issue-383	107	1	0,06	0,06	PROPN
issue-383	107	2	0,05	0,05	PROPN
issue-383	107	3	0,04	0,04	PROPN
issue-383	107	4	0,13	0,13	PROPN
issue-383	107	5	0,10	0,10	PROPN
issue-383	107	6	lviv	lviv	PROPN
issue-383	107	7	0,29	0,29	PROPN
issue-383	107	8	0,22	0,22	PRON
issue-383	107	9	0,24	0,24	X
issue-383	107	10	0,26	0,26	NOUN
issue-383	108	1	0,14	0,14	CCONJ
issue-383	108	2	0,12	0,12	ADJ
issue-383	108	3	mykolaiv	mykolaiv	PROPN
issue-383	108	4	0,08	0,08	PROPN
issue-383	108	5	0,08	0,08	PROPN
issue-383	108	6	0,08	0,08	NUM
issue-383	109	1	0,10	0,10	NUM
issue-383	109	2	0,05	0,05	NOUN
issue-383	109	3	0,05	0,05	PROPN
issue-383	110	1	odesa	odesa	PROPN
issue-383	110	2	0,15	0,15	PROPN
issue-383	110	3	0,16	0,16	PROPN
issue-383	111	1	0,16	0,16	PROPN
issue-383	111	2	0,19	0,19	PUNCT
issue-383	112	1	0,13	0,13	ADP
issue-383	112	2	0,13	0,13	X
issue-383	112	3	poltava	poltava	PROPN
issue-383	112	4	0,03	0,03	PROPN
issue-383	112	5	0,04	0,04	PROPN
issue-383	112	6	0,05	0,05	PROPN
issue-383	113	1	0,06	0,06	PROPN
issue-383	113	2	0,04	0,04	PROPN
issue-383	113	3	0,04	0,04	PROPN
issue-383	113	4	rivne	rivne	ADV
issue-383	114	1	0,02	0,02	NUM
issue-383	114	2	0,01	0,01	NUM
issue-383	114	3	0,01	0,01	NUM
issue-383	114	4	0,03	0,03	NUM
issue-383	114	5	0,03	0,03	PROPN
issue-383	114	6	0,03	0,03	PROPN
issue-383	114	7	sumy	sumy	PROPN
issue-383	114	8	0,09	0,09	X
issue-383	115	1	0,15	0,15	NUM
issue-383	115	2	0,10	0,10	NUM
issue-383	115	3	0,16	0,16	PROPN
issue-383	115	4	0,08	0,08	PROPN
issue-383	115	5	0,09	0,09	PROPN
issue-383	115	6	ternopil	ternopil	VERB
issue-383	115	7	0,04	0,04	NUM
issue-383	115	8	0,04	0,04	PROPN
issue-383	115	9	0,04	0,04	PROPN
issue-383	115	10	0,04	0,04	PROPN
issue-383	115	11	0,36	0,36	SYM
issue-383	115	12	0,36	0,36	SYM
issue-383	115	13	kharkiv	kharkiv	PROPN
issue-383	115	14	0,69	0,69	PUNCT
issue-383	115	15	0,70	0,70	PUNCT
issue-383	116	1	0,72	0,72	PUNCT
issue-383	116	2	0,76	0,76	NUM
issue-383	117	1	0,45	0,45	NUM
issue-383	117	2	0,45	0,45	PROPN
issue-383	117	3	kherson	kherson	PROPN
issue-383	117	4	0,07	0,07	PROPN
issue-383	118	1	0,06	0,06	PROPN
issue-383	118	2	0,06	0,06	PROPN
issue-383	118	3	0,08	0,08	PROPN
issue-383	119	1	0,02	0,02	PROPN
issue-383	119	2	0,02	0,02	PROPN
issue-383	119	3	khmelnytskyi	khmelnytskyi	PROPN
issue-383	119	4	0,01	0,01	PROPN
issue-383	120	1	0,02	0,02	PROPN
issue-383	120	2	0,02	0,02	NUM
issue-383	120	3	0,01	0,01	NUM
issue-383	120	4	0,03	0,03	NUM
issue-383	120	5	0,02	0,02	PROPN
issue-383	120	6	cherkasy	cherkasy	PROPN
issue-383	120	7	0,05	0,05	PROPN
issue-383	120	8	0,05	0,05	PROPN
issue-383	120	9	0,05	0,05	PROPN
issue-383	120	10	0,07	0,07	PROPN
issue-383	121	1	0,04	0,04	NUM
issue-383	121	2	0,04	0,04	PROPN
issue-383	121	3	chernivtsi	chernivtsi	PROPN
issue-383	121	4	0,11	0,11	NOUN
issue-383	122	1	0,07	0,07	PROPN
issue-383	122	2	0,07	0,07	NUM
issue-383	122	3	0,10	0,10	NOUN
issue-383	122	4	0,05	0,05	NUM
issue-383	123	1	0,04	0,04	PROPN
issue-383	123	2	chernihiv	chernihiv	PROPN
issue-383	123	3	0,03	0,03	NUM
issue-383	123	4	0,03	0,03	PROPN
issue-383	123	5	0,02	0,02	PROPN
issue-383	123	6	0,05	0,05	PROPN
issue-383	124	1	0,02	0,02	NUM
issue-383	124	2	0,01	0,01	NUM
issue-383	124	3	kyiv	kyiv	ADJ
issue-383	124	4	city	city	NOUN
issue-383	125	1	0,79	0,79	PROPN
issue-383	126	1	0,77	0,77	NOUN
issue-383	127	1	0,76	0,76	NUM
issue-383	128	1	0,76	0,76	NUM
issue-383	129	1	0,49	0,49	NUM
issue-383	129	2	0,61	0,61	NUM
issue-383	130	1	sevastopol	sevastopol	NOUN
issue-383	130	2	city	city	NOUN
issue-383	130	3	0,25	0,25	NOUN
issue-383	130	4	0,20	0,20	X
issue-383	130	5	0,26	0,26	NOUN
issue-383	131	1	-	-	PUNCT
issue-383	131	2	*	*	PUNCT
issue-383	131	3	-	-	PUNCT
issue-383	131	4	*	*	PUNCT
issue-383	131	5	-	-	PROPN
issue-383	131	6	*	*	PUNCT
issue-383	131	7	*	*	PUNCT
issue-383	131	8	–	–	PUNCT
issue-383	131	9	no	no	DET
issue-383	131	10	data	datum	NOUN
issue-383	131	11	available	available	ADJ
issue-383	131	12	.	.	PUNCT
issue-383	132	1	baltic	baltic	PROPN
issue-383	132	2	journal	journal	PROPN
issue-383	132	3	of	of	ADP
issue-383	132	4	economic	economic	ADJ
issue-383	132	5	studies	study	NOUN
issue-383	132	6	74	74	NUM
issue-383	132	7	vol	vol	NOUN
issue-383	132	8	.	.	PROPN
issue-383	133	1	4	4	NUM
issue-383	133	2	,	,	PUNCT
issue-383	133	3	no	no	INTJ
issue-383	133	4	.	.	NOUN
issue-383	133	5	2	2	NUM
issue-383	133	6	,	,	PUNCT
issue-383	133	7	2018	2018	NUM
issue-383	133	8	table	table	NOUN
issue-383	133	9	3	3	NUM
issue-383	133	10	indices	index	NOUN
issue-383	133	11	of	of	ADP
issue-383	133	12	output	output	NOUN
issue-383	133	13	regional	regional	ADJ
issue-383	133	14	innovation	innovation	NOUN
issue-383	133	15	,	,	PUNCT
issue-383	133	16	%	%	NOUN
issue-383	133	17	2010	2010	NUM
issue-383	133	18	2012	2012	NUM
issue-383	133	19	2013	2013	NUM
issue-383	133	20	2014	2014	NUM
issue-383	133	21	2015	2015	NUM
issue-383	133	22	2016	2016	NUM
issue-383	133	23	ukraine	ukraine	NOUN
issue-383	134	1	0,33	0,33	PROPN
issue-383	134	2	0,37	0,37	PROPN
issue-383	135	1	0,38	0,38	PUNCT
issue-383	135	2	0,40	0,40	NUM
issue-383	136	1	0,40	0,40	NUM
issue-383	136	2	0,40	0,40	NUM
issue-383	136	3	autonomous	autonomous	PROPN
issue-383	136	4	republic	republic	NOUN
issue-383	136	5	of	of	ADP
issue-383	136	6	crimea	crimea	PROPN
issue-383	136	7	0,13	0,13	ADP
issue-383	136	8	0,10	0,10	NOUN
issue-383	136	9	0,12	0,12	PUNCT
issue-383	136	10	-	-	PUNCT
issue-383	136	11	*	*	PUNCT
issue-383	136	12	-	-	PUNCT
issue-383	136	13	*	*	PUNCT
issue-383	136	14	-	-	PROPN
issue-383	136	15	*	*	PUNCT
issue-383	136	16	vinnytsia	vinnytsia	ADJ
issue-383	136	17	0,20	0,20	NOUN
issue-383	136	18	0,26	0,26	NOUN
issue-383	136	19	0,37	0,37	NUM
issue-383	136	20	0,29	0,29	PUNCT
issue-383	137	1	0,25	0,25	NUM
issue-383	137	2	0,25	0,25	NUM
issue-383	138	1	volyn	volyn	PROPN
issue-383	138	2	0,08	0,08	NUM
issue-383	138	3	0,16	0,16	PROPN
issue-383	139	1	0,14	0,14	NUM
issue-383	139	2	0,10	0,10	NOUN
issue-383	139	3	0,11	0,11	X
issue-383	140	1	0,16	0,16	PROPN
issue-383	140	2	dnipropetrovsk	dnipropetrovsk	PROPN
issue-383	140	3	0,23	0,23	NOUN
issue-383	140	4	0,24	0,24	NUM
issue-383	140	5	0,27	0,27	NUM
issue-383	141	1	0,28	0,28	NUM
issue-383	141	2	0,23	0,23	NOUN
issue-383	142	1	0,35	0,35	NUM
issue-383	142	2	donetsk	donetsk	NOUN
issue-383	142	3	0,17	0,17	NOUN
issue-383	142	4	0,22	0,22	X
issue-383	142	5	0,21	0,21	NUM
issue-383	142	6	0,22	0,22	NUM
issue-383	142	7	0,10	0,10	NOUN
issue-383	142	8	0,12	0,12	X
issue-383	143	1	zhytomyr	zhytomyr	PROPN
issue-383	143	2	0,15	0,15	PROPN
issue-383	143	3	0,33	0,33	PROPN
issue-383	144	1	0,33	0,33	PROPN
issue-383	144	2	0,15	0,15	PUNCT
issue-383	145	1	0,26	0,26	PROPN
issue-383	145	2	0,23	0,23	NOUN
issue-383	146	1	zakarpattia	zakarpattia	PROPN
issue-383	146	2	0,28	0,28	NUM
issue-383	146	3	0,24	0,24	PUNCT
issue-383	146	4	0,19	0,19	NUM
issue-383	147	1	0,25	0,25	NOUN
issue-383	147	2	0,36	0,36	NUM
issue-383	148	1	0,25	0,25	NUM
issue-383	148	2	zaporizhzhia	zaporizhzhia	PROPN
issue-383	148	3	0,31	0,31	PROPN
issue-383	148	4	0,47	0,47	NUM
issue-383	149	1	0,50	0,50	X
issue-383	149	2	0,46	0,46	NUM
issue-383	150	1	0,46	0,46	NOUN
issue-383	150	2	0,47	0,47	NUM
issue-383	151	1	ivano	ivano	NOUN
issue-383	151	2	-	-	PUNCT
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issue-383	151	4	0,29	0,29	PUNCT
issue-383	151	5	0,43	0,43	PROPN
issue-383	152	1	0,44	0,44	X
issue-383	153	1	0,45	0,45	PROPN
issue-383	153	2	0,35	0,35	PROPN
issue-383	153	3	0,29	0,29	PROPN
issue-383	154	1	kyiv	kyiv	PROPN
issue-383	154	2	0,15	0,15	PROPN
issue-383	154	3	0,15	0,15	PROPN
issue-383	154	4	0,22	0,22	X
issue-383	155	1	0,21	0,21	NUM
issue-383	155	2	0,25	0,25	NUM
issue-383	155	3	0,24	0,24	X
issue-383	155	4	kirovohrad	kirovohrad	PROPN
issue-383	155	5	0,14	0,14	ADP
issue-383	155	6	0,23	0,23	NOUN
issue-383	155	7	0,28	0,28	NUM
issue-383	155	8	0,24	0,24	NUM
issue-383	155	9	0,41	0,41	SYM
issue-383	155	10	0,23	0,23	NOUN
issue-383	156	1	luhansk	luhansk	NOUN
issue-383	156	2	0,11	0,11	NOUN
issue-383	156	3	0,18	0,18	X
issue-383	157	1	0,18	0,18	PUNCT
issue-383	158	1	0,21	0,21	NUM
issue-383	158	2	0,22	0,22	X
issue-383	158	3	0,10	0,10	PROPN
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issue-383	159	4	0,32	0,32	PUNCT
issue-383	160	1	0,40	0,40	NUM
issue-383	160	2	0,45	0,45	NUM
issue-383	160	3	0,43	0,43	ADJ
issue-383	160	4	mykolaiv	mykolaiv	NOUN
issue-383	160	5	0,25	0,25	NOUN
issue-383	160	6	0,31	0,31	PUNCT
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issue-383	161	1	0,34	0,34	NUM
issue-383	161	2	0,56	0,56	PROPN
issue-383	161	3	0,41	0,41	SYM
issue-383	162	1	odesa	odesa	NOUN
issue-383	162	2	0,26	0,26	PROPN
issue-383	163	1	0,35	0,35	PROPN
issue-383	164	1	0,35	0,35	PROPN
issue-383	164	2	0,37	0,37	NUM
issue-383	165	1	0,48	0,48	NUM
issue-383	165	2	0,45	0,45	NUM
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issue-383	165	4	0,09	0,09	PROPN
issue-383	166	1	0,07	0,07	NUM
issue-383	167	1	0,10	0,10	NUM
issue-383	167	2	0,09	0,09	PUNCT
issue-383	167	3	0,24	0,24	X
issue-383	168	1	0,16	0,16	NUM
issue-383	168	2	rivne	rivne	ADJ
issue-383	168	3	0,11	0,11	NOUN
issue-383	169	1	0,21	0,21	NUM
issue-383	169	2	0,24	0,24	VERB
issue-383	169	3	0,22	0,22	X
issue-383	170	1	0,09	0,09	X
issue-383	171	1	0,12	0,12	NUM
issue-383	172	1	sumy	sumy	PROPN
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issue-383	172	3	0,44	0,44	PUNCT
issue-383	173	1	0,39	0,39	X
issue-383	173	2	0,38	0,38	NUM
issue-383	173	3	0,43	0,43	NUM
issue-383	174	1	0,41	0,41	NOUN
issue-383	174	2	ternopil	ternopil	VERB
issue-383	174	3	0,21	0,21	NUM
issue-383	175	1	0,39	0,39	ADP
issue-383	175	2	0,22	0,22	X
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issue-383	175	4	0,34	0,34	NUM
issue-383	176	1	0,49	0,49	NUM
issue-383	176	2	kharkiv	kharkiv	NOUN
issue-383	176	3	0,67	0,67	PUNCT
issue-383	176	4	0,81	0,81	NUM
issue-383	177	1	0,85	0,85	PUNCT
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issue-383	178	1	0,94	0,94	NUM
issue-383	178	2	0,94	0,94	PROPN
issue-383	179	1	kherson	kherson	PROPN
issue-383	179	2	0,21	0,21	NUM
issue-383	179	3	0,28	0,28	PUNCT
issue-383	179	4	0,32	0,32	PUNCT
issue-383	179	5	0,29	0,29	PUNCT
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issue-383	179	7	0,27	0,27	NUM
issue-383	180	1	khmelnytskyi	khmelnytskyi	PROPN
issue-383	180	2	0,15	0,15	PROPN
issue-383	180	3	0,42	0,42	X
issue-383	181	1	0,35	0,35	X
issue-383	181	2	0,20	0,20	NUM
issue-383	182	1	0,16	0,16	PROPN
issue-383	182	2	0,12	0,12	PROPN
issue-383	183	1	cherkasy	cherkasy	PROPN
issue-383	183	2	0,25	0,25	X
issue-383	183	3	0,29	0,29	PUNCT
issue-383	184	1	0,30	0,30	PROPN
issue-383	184	2	0,23	0,23	NUM
issue-383	184	3	0,29	0,29	PUNCT
issue-383	184	4	0,27	0,27	NUM
issue-383	185	1	chernivtsi	chernivtsi	PROPN
issue-383	185	2	0,24	0,24	X
issue-383	185	3	0,24	0,24	PROPN
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issue-383	186	2	0,21	0,21	NUM
issue-383	186	3	0,41	0,41	PUNCT
issue-383	187	1	0,38	0,38	ADJ
issue-383	187	2	chernihiv	chernihiv	PROPN
issue-383	187	3	0,14	0,14	ADP
issue-383	187	4	0,25	0,25	NUM
issue-383	187	5	0,26	0,26	PROPN
issue-383	188	1	0,16	0,16	PROPN
issue-383	188	2	0,16	0,16	PROPN
issue-383	188	3	0,20	0,20	PROPN
issue-383	188	4	kyiv	kyiv	PROPN
issue-383	188	5	city	city	PROPN
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issue-383	188	7	0,73	0,73	NUM
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issue-383	188	9	0,69	0,69	PUNCT
issue-383	189	1	0,57	0,57	NOUN
issue-383	189	2	0,60	0,60	NUM
issue-383	189	3	sevastopol	sevastopol	PROPN
issue-383	189	4	city	city	NOUN
issue-383	189	5	0,56	0,56	NOUN
issue-383	189	6	0,70	0,70	PROPN
issue-383	190	1	0,50	0,50	PUNCT
issue-383	190	2	-	-	PUNCT
issue-383	190	3	*	*	PUNCT
issue-383	190	4	-	-	PUNCT
issue-383	190	5	*	*	PUNCT
issue-383	190	6	-	-	PROPN
issue-383	190	7	*	*	PUNCT
issue-383	190	8	*	*	PUNCT
issue-383	190	9	–	–	PUNCT
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issue-383	190	11	data	datum	NOUN
issue-383	190	12	available	available	ADJ
issue-383	190	13	.	.	PUNCT
issue-383	191	1	0,01	0,01	NUM
issue-383	192	1	0,02	0,02	PROPN
issue-383	192	2	0,02	0,02	PROPN
issue-383	192	3	0,03	0,03	NUM
issue-383	192	4	0,03	0,03	NUM
issue-383	192	5	0,04	0,04	PROPN
issue-383	192	6	0,04	0,04	PROPN
issue-383	193	1	0,04	0,04	PROPN
issue-383	193	2	0,05	0,05	PROPN
issue-383	194	1	0,05	0,05	PROPN
issue-383	194	2	0,05	0,05	PROPN
issue-383	194	3	0,07	0,07	NUM
issue-383	195	1	0,07	0,07	NUM
issue-383	196	1	0,07	0,07	NUM
issue-383	197	1	0,07	0,07	NUM
issue-383	198	1	0,07	0,07	NUM
issue-383	199	1	0,08	0,08	NUM
issue-383	199	2	0,11	0,11	X
issue-383	199	3	0,11	0,11	NOUN
issue-383	200	1	0,12	0,12	ADJ
issue-383	201	1	0,15	0,15	NUM
issue-383	201	2	0,15	0,15	NUM
issue-383	201	3	0,20	0,20	NUM
issue-383	202	1	0,21	0,21	NUM
issue-383	202	2	0,21	0,21	NUM
issue-383	202	3	0,24	0,24	PUNCT
issue-383	202	4	0,63	0,63	X
issue-383	203	1	0,70	0,70	X
issue-383	204	1	0,00	0,00	NUM
issue-383	204	2	0,10	0,10	PROPN
issue-383	204	3	0,20	0,20	X
issue-383	204	4	0,30	0,30	NUM
issue-383	204	5	0,40	0,40	NUM
issue-383	205	1	0,50	0,50	NOUN
issue-383	205	2	0,60	0,60	NUM
issue-383	206	1	0,70	0,70	NUM
issue-383	206	2	0,80	0,80	NUM
issue-383	207	1	kirovohrad	kirovohrad	PROPN
issue-383	207	2	khmelnytsk	khmelnytsk	VERB
issue-383	207	3	rivne	rivne	ADV
issue-383	207	4	zhytomyr	zhytomyr	PROPN
issue-383	207	5	chernihiv	chernihiv	PROPN
issue-383	207	6	vinnytsia	vinnytsia	PROPN
issue-383	207	7	poltava	poltava	PROPN
issue-383	207	8	zakarpattia	zakarpattia	PROPN
issue-383	207	9	donetsk	donetsk	PROPN
issue-383	207	10	cherkasy	cherkasy	PROPN
issue-383	207	11	kherson	kherson	PROPN
issue-383	207	12	chernivtsi	chernivtsi	PROPN
issue-383	207	13	luhansk	luhansk	PROPN
issue-383	207	14	mykolaiiv	mykolaiiv	NOUN
issue-383	207	15	ivano	ivano	PROPN
issue-383	207	16	-	-	PUNCT
issue-383	207	17	frankivsk	frankivsk	NOUN
issue-383	207	18	kyiv	kyiv	ADJ
issue-383	207	19	volyn	volyn	PROPN
issue-383	207	20	autonomous	autonomous	PROPN
issue-383	207	21	republic	republic	NOUN
issue-383	207	22	of	of	ADP
issue-383	207	23	crimea	crimea	PROPN
issue-383	207	24	sumy	sumy	PROPN
issue-383	207	25	dnipropetrovsk	dnipropetrovsk	PROPN
issue-383	207	26	ternopil	ternopil	PROPN
issue-383	207	27	odesa	odesa	PROPN
issue-383	207	28	ukraine	ukraine	PROPN
issue-383	207	29	lviv	lviv	PROPN
issue-383	207	30	zaporizhzhia	zaporizhzhia	PROPN
issue-383	207	31	sevastopol	sevastopol	PROPN
issue-383	207	32	city	city	PROPN
issue-383	207	33	kharkiv	kharkiv	PROPN
issue-383	207	34	kyiv	kyiv	PROPN
issue-383	207	35	city	city	PROPN
issue-383	207	36	figure	figure	NOUN
issue-383	207	37	1	1	NUM
issue-383	207	38	.	.	PUNCT
issue-383	208	1	average	average	ADJ
issue-383	208	2	indices	index	NOUN
issue-383	208	3	of	of	ADP
issue-383	208	4	innovation	innovation	NOUN
issue-383	208	5	input	input	NOUN
issue-383	208	6	type	type	NOUN
issue-383	208	7	for	for	ADP
issue-383	208	8	the	the	DET
issue-383	208	9	period	period	NOUN
issue-383	208	10	of	of	ADP
issue-383	208	11	2010–2016	2010–2016	NUM
issue-383	208	12	baltic	baltic	ADJ
issue-383	208	13	journal	journal	NOUN
issue-383	208	14	of	of	ADP
issue-383	208	15	economic	economic	ADJ
issue-383	208	16	studies	study	NOUN
issue-383	208	17	75	75	NUM
issue-383	208	18	vol	vol	NOUN
issue-383	208	19	.	.	PROPN
issue-383	209	1	4	4	NUM
issue-383	209	2	,	,	PUNCT
issue-383	209	3	no	no	INTJ
issue-383	209	4	.	.	NOUN
issue-383	209	5	2	2	NUM
issue-383	209	6	,	,	PUNCT
issue-383	209	7	2018	2018	NUM
issue-383	209	8	and	and	CCONJ
issue-383	209	9	educational	educational	ADJ
issue-383	209	10	factors	factor	NOUN
issue-383	209	11	,	,	PUNCT
issue-383	209	12	has	have	VERB
issue-383	209	13	another	another	DET
issue-383	209	14	impact	impact	NOUN
issue-383	209	15	,	,	PUNCT
issue-383	209	16	not	not	PART
issue-383	209	17	reflected	reflect	VERB
issue-383	209	18	in	in	ADP
issue-383	209	19	the	the	DET
issue-383	209	20	eis	eis	PROPN
issue-383	209	21	.	.	PUNCT
issue-383	210	1	the	the	DET
issue-383	210	2	effectiveness	effectiveness	NOUN
issue-383	210	3	of	of	ADP
issue-383	210	4	innovations	innovation	NOUN
issue-383	210	5	also	also	ADV
issue-383	210	6	depends	depend	VERB
issue-383	210	7	on	on	ADP
issue-383	210	8	technological	technological	ADJ
issue-383	210	9	(	(	PUNCT
issue-383	210	10	orientation	orientation	NOUN
issue-383	210	11	on	on	ADP
issue-383	210	12	the	the	DET
issue-383	210	13	modern	modern	ADJ
issue-383	210	14	technologies	technology	NOUN
issue-383	210	15	development	development	NOUN
issue-383	210	16	and	and	CCONJ
issue-383	210	17	market	market	NOUN
issue-383	210	18	needs	need	NOUN
issue-383	210	19	in	in	ADP
issue-383	210	20	new	new	ADJ
issue-383	210	21	products	product	NOUN
issue-383	210	22	)	)	PUNCT
issue-383	210	23	,	,	PUNCT
issue-383	210	24	organizational	organizational	ADJ
issue-383	210	25	and	and	CCONJ
issue-383	210	26	managerial	managerial	ADJ
issue-383	210	27	(	(	PUNCT
issue-383	210	28	state	state	NOUN
issue-383	210	29	of	of	ADP
issue-383	210	30	management	management	NOUN
issue-383	210	31	,	,	PUNCT
issue-383	210	32	ability	ability	NOUN
issue-383	210	33	to	to	PART
issue-383	210	34	innovate	innovate	VERB
issue-383	210	35	,	,	PUNCT
issue-383	210	36	change	change	NOUN
issue-383	210	37	,	,	PUNCT
issue-383	210	38	restructuring	restructuring	NOUN
issue-383	210	39	,	,	PUNCT
issue-383	210	40	regional	regional	ADJ
issue-383	210	41	management	management	NOUN
issue-383	210	42	structure	structure	NOUN
issue-383	210	43	)	)	PUNCT
issue-383	210	44	and	and	CCONJ
issue-383	210	45	,	,	PUNCT
issue-383	210	46	in	in	ADP
issue-383	210	47	particular	particular	ADJ
issue-383	210	48	,	,	PUNCT
issue-383	210	49	socio	socio	NOUN
issue-383	210	50	-	-	PUNCT
issue-383	210	51	psychological	psychological	ADJ
issue-383	210	52	(	(	PUNCT
issue-383	210	53	attitudes	attitude	NOUN
issue-383	210	54	,	,	PUNCT
issue-383	210	55	expectations	expectation	NOUN
issue-383	210	56	and	and	CCONJ
issue-383	210	57	a	a	DET
issue-383	210	58	reaction	reaction	NOUN
issue-383	210	59	to	to	ADP
issue-383	210	60	the	the	DET
issue-383	210	61	introduction	introduction	NOUN
issue-383	210	62	of	of	ADP
issue-383	210	63	innovations	innovation	NOUN
issue-383	210	64	)	)	PUNCT
issue-383	210	65	factors	factor	NOUN
issue-383	210	66	.	.	PUNCT
issue-383	211	1	the	the	DET
issue-383	211	2	next	next	ADJ
issue-383	211	3	step	step	NOUN
issue-383	211	4	is	be	AUX
issue-383	211	5	to	to	PART
issue-383	211	6	assess	assess	VERB
issue-383	211	7	the	the	DET
issue-383	211	8	effectiveness	effectiveness	NOUN
issue-383	211	9	of	of	ADP
issue-383	211	10	regional	regional	ADJ
issue-383	211	11	innovation	innovation	NOUN
issue-383	211	12	,	,	PUNCT
issue-383	211	13	determined	determine	VERB
issue-383	211	14	from	from	ADP
issue-383	211	15	the	the	DET
issue-383	211	16	comparison	comparison	NOUN
issue-383	211	17	of	of	ADP
issue-383	211	18	input	input	NOUN
issue-383	211	19	-	-	PUNCT
issue-383	211	20	type	type	NOUN
issue-383	211	21	innovations	innovation	NOUN
issue-383	211	22	to	to	ADP
issue-383	211	23	the	the	DET
issue-383	211	24	output	output	NOUN
issue-383	211	25	-	-	PUNCT
issue-383	211	26	type	type	NOUN
issue-383	211	27	innovation	innovation	NOUN
issue-383	211	28	indices	index	NOUN
issue-383	211	29	(	(	PUNCT
issue-383	211	30	table	table	NOUN
issue-383	211	31	4	4	NUM
issue-383	211	32	)	)	PUNCT
issue-383	211	33	.	.	PUNCT
issue-383	212	1	figure	figure	NOUN
issue-383	212	2	2	2	NUM
issue-383	212	3	.	.	PUNCT
issue-383	212	4	average	average	ADJ
issue-383	212	5	values	value	NOUN
issue-383	212	6	of	of	ADP
issue-383	212	7	innovation	innovation	NOUN
issue-383	212	8	indices	indice	VERB
issue-383	212	9	output	output	NOUN
issue-383	212	10	type	type	NOUN
issue-383	212	11	for	for	ADP
issue-383	212	12	the	the	DET
issue-383	212	13	period	period	NOUN
issue-383	212	14	of	of	ADP
issue-383	212	15	2010–2016	2010–2016	NUM
issue-383	212	16	0,12	0,12	NUM
issue-383	213	1	0,12	0,12	X
issue-383	213	2	0,13	0,13	ADV
issue-383	213	3	0,17	0,17	ADJ
issue-383	213	4	0,17	0,17	ADJ
issue-383	213	5	0,17	0,17	ADP
issue-383	213	6	0,19	0,19	NUM
issue-383	214	1	0,20	0,20	NUM
issue-383	214	2	0,23	0,23	NUM
issue-383	214	3	0,24	0,24	PUNCT
issue-383	215	1	0,25	0,25	NUM
issue-383	215	2	0,26	0,26	NOUN
issue-383	215	3	0,27	0,27	NUM
issue-383	216	1	0,27	0,27	NUM
issue-383	216	2	0,27	0,27	NUM
issue-383	216	3	0,28	0,28	NUM
issue-383	216	4	0,29	0,29	PUNCT
issue-383	216	5	0,32	0,32	PUNCT
issue-383	217	1	0,37	0,37	PRON
issue-383	217	2	0,37	0,37	NUM
issue-383	218	1	0,38	0,38	PUNCT
issue-383	219	1	0,38	0,38	PUNCT
issue-383	220	1	0,38	0,38	PUNCT
issue-383	220	2	0,42	0,42	PUNCT
issue-383	221	1	0,44	0,44	PUNCT
issue-383	222	1	0,59	0,59	NUM
issue-383	222	2	0,68	0,68	PRON
issue-383	222	3	0,86	0,86	NOUN
issue-383	223	1	0,00	0,00	PROPN
issue-383	223	2	0,20	0,20	NUM
issue-383	223	3	0,40	0,40	NUM
issue-383	223	4	0,60	0,60	NUM
issue-383	223	5	0,80	0,80	NUM
issue-383	223	6	1,00	1,00	NUM
issue-383	223	7	autonomous	autonomous	PROPN
issue-383	223	8	republic	republic	NOUN
issue-383	223	9	of	of	ADP
issue-383	223	10	crimea	crimea	PROPN
issue-383	223	11	volyn	volyn	PROPN
issue-383	223	12	poltava	poltava	PROPN
issue-383	223	13	rivne	rivne	ADV
issue-383	223	14	luhansk	luhansk	ADV
issue-383	223	15	donetsk	donetsk	NOUN
issue-383	223	16	chernihiv	chernihiv	PROPN
issue-383	223	17	kyiv	kyiv	PROPN
issue-383	223	18	khmelnytsk	khmelnytsk	PROPN
issue-383	223	19	zhytomyr	zhytomyr	PROPN
issue-383	223	20	kirovohrad	kirovohrad	PROPN
issue-383	223	21	zakarpattia	zakarpattia	PROPN
issue-383	223	22	dnipropetrovsk	dnipropetrovsk	PROPN
issue-383	224	1	vinnytsia	vinnytsia	PROPN
issue-383	224	2	cherkasy	cherkasy	PROPN
issue-383	224	3	chernivtsi	chernivtsi	PROPN
issue-383	224	4	kherson	kherson	PROPN
issue-383	224	5	ternopil	ternopil	PROPN
issue-383	224	6	lviv	lviv	PROPN
issue-383	224	7	mykolaiiv	mykolaiiv	PROPN
issue-383	224	8	ivano	ivano	PROPN
issue-383	224	9	-	-	PUNCT
issue-383	224	10	frankivsk	frankivsk	NOUN
issue-383	224	11	odesa	odesa	PROPN
issue-383	224	12	ukraine	ukraine	PROPN
issue-383	224	13	sumy	sumy	PROPN
issue-383	224	14	zaporizhzhia	zaporizhzhia	PROPN
issue-383	224	15	sevastopol	sevastopol	PROPN
issue-383	224	16	city	city	PROPN
issue-383	224	17	kyiv	kyiv	PROPN
issue-383	224	18	city	city	PROPN
issue-383	224	19	kharkiv	kharkiv	PROPN
issue-383	224	20	table	table	NOUN
issue-383	224	21	4	4	NUM
issue-383	224	22	the	the	DET
issue-383	224	23	innovation	innovation	NOUN
issue-383	224	24	effectiveness	effectiveness	NOUN
issue-383	224	25	evaluating	evaluating	NOUN
issue-383	224	26	of	of	ADP
issue-383	224	27	the	the	DET
issue-383	224	28	regions	region	NOUN
issue-383	224	29	of	of	ADP
issue-383	224	30	ukraine	ukraine	NOUN
issue-383	224	31	2010	2010	NUM
issue-383	224	32	2012	2012	NUM
issue-383	224	33	2013	2013	NUM
issue-383	224	34	2014	2014	NUM
issue-383	224	35	2015	2015	NUM
issue-383	224	36	2016	2016	NUM
issue-383	224	37	1	1	NUM
issue-383	224	38	2	2	NUM
issue-383	224	39	3	3	NUM
issue-383	224	40	4	4	NUM
issue-383	224	41	5	5	NUM
issue-383	224	42	6	6	NUM
issue-383	224	43	7	7	NUM
issue-383	224	44	ukraine	ukraine	NOUN
issue-383	224	45	0,68	0,68	PRON
issue-383	224	46	0,58	0,58	VERB
issue-383	225	1	0,57	0,57	NOUN
issue-383	225	2	0,60	0,60	NUM
issue-383	226	1	0,35	0,35	NUM
issue-383	226	2	0,44	0,44	PUNCT
issue-383	227	1	autonomous	autonomous	PROPN
issue-383	227	2	republic	republic	PROPN
issue-383	227	3	of	of	ADP
issue-383	227	4	crimea	crimea	PROPN
issue-383	227	5	1,01	1,01	NUM
issue-383	227	6	0,97	0,97	NUM
issue-383	228	1	0,70	0,70	PUNCT
issue-383	228	2	-	-	PUNCT
issue-383	228	3	*	*	PUNCT
issue-383	228	4	-	-	PUNCT
issue-383	228	5	*	*	PUNCT
issue-383	228	6	-	-	PROPN
issue-383	228	7	*	*	PUNCT
issue-383	228	8	vinnytsia	vinnytsia	NOUN
issue-383	228	9	0,24	0,24	X
issue-383	228	10	0,10	0,10	NOUN
issue-383	228	11	0,07	0,07	NUM
issue-383	228	12	0,19	0,19	PUNCT
issue-383	229	1	0,15	0,15	PUNCT
issue-383	229	2	0,14	0,14	ADP
issue-383	229	3	volyn	volyn	PROPN
issue-383	229	4	0,31	0,31	NUM
issue-383	229	5	0,18	0,18	NUM
issue-383	230	1	0,28	0,28	NUM
issue-383	230	2	0,52	0,52	NOUN
issue-383	231	1	1,64	1,64	NUM
issue-383	231	2	1,05	1,05	NUM
issue-383	231	3	dnipropetrovsk	dnipropetrovsk	NOUN
issue-383	231	4	0,57	0,57	NOUN
issue-383	231	5	0,54	0,54	NUM
issue-383	232	1	0,45	0,45	NUM
issue-383	232	2	0,54	0,54	PUNCT
issue-383	233	1	0,29	0,29	X
issue-383	234	1	0,30	0,30	NUM
issue-383	234	2	donetsk	donetsk	VERB
issue-383	234	3	0,55	0,55	X
issue-383	235	1	0,35	0,35	X
issue-383	235	2	0,39	0,39	PUNCT
issue-383	236	1	0,07	0,07	NUM
issue-383	236	2	0,07	0,07	NUM
issue-383	237	1	0,01	0,01	NUM
issue-383	237	2	zhytomyr	zhytomyr	PROPN
issue-383	237	3	0,16	0,16	PROPN
issue-383	237	4	0,06	0,06	PROPN
issue-383	237	5	0,07	0,07	PROPN
issue-383	237	6	0,24	0,24	NUM
issue-383	237	7	0,11	0,11	NOUN
issue-383	237	8	0,10	0,10	NUM
issue-383	237	9	zakarpattia	zakarpattia	PROPN
issue-383	237	10	0,15	0,15	PROPN
issue-383	237	11	0,19	0,19	PUNCT
issue-383	237	12	0,29	0,29	PUNCT
issue-383	237	13	0,28	0,28	NUM
issue-383	238	1	0,07	0,07	NUM
issue-383	239	1	0,08	0,08	NUM
issue-383	239	2	zaporizhzhia	zaporizhzhia	X
issue-383	239	3	0,67	0,67	PUNCT
issue-383	239	4	0,46	0,46	PUNCT
issue-383	240	1	0,35	0,35	NOUN
issue-383	240	2	0,47	0,47	NUM
issue-383	241	1	0,39	0,39	NOUN
issue-383	241	2	0,60	0,60	X
issue-383	242	1	ivano	ivano	NOUN
issue-383	242	2	-	-	PUNCT
issue-383	242	3	frankivsk	frankivsk	NOUN
issue-383	242	4	0,41	0,41	NOUN
issue-383	242	5	0,21	0,21	NUM
issue-383	242	6	0,10	0,10	NOUN
issue-383	243	1	0,13	0,13	PUNCT
issue-383	244	1	0,21	0,21	NUM
issue-383	244	2	0,20	0,20	NUM
issue-383	244	3	kyiv	kyiv	PROPN
issue-383	244	4	0,80	0,80	NUM
issue-383	244	5	0,62	0,62	NUM
issue-383	244	6	0,40	0,40	NUM
issue-383	244	7	0,49	0,49	NUM
issue-383	244	8	0,05	0,05	NUM
issue-383	244	9	0,12	0,12	NUM
issue-383	245	1	kirovohrad	kirovohrad	PROPN
issue-383	245	2	0,05	0,05	PROPN
issue-383	246	1	0,04	0,04	PROPN
issue-383	246	2	0,02	0,02	NUM
issue-383	246	3	0,11	0,11	NOUN
issue-383	246	4	0,04	0,04	PROPN
issue-383	246	5	0,06	0,06	PROPN
issue-383	247	1	luhansk	luhansk	PROPN
issue-383	247	2	0,44	0,44	PUNCT
issue-383	248	1	0,31	0,31	PUNCT
issue-383	248	2	0,28	0,28	NUM
issue-383	249	1	0,21	0,21	NUM
issue-383	249	2	0,62	0,62	NUM
issue-383	249	3	0,99	0,99	PROPN
issue-383	249	4	lviv	lviv	PROPN
issue-383	249	5	0,92	0,92	NUM
issue-383	250	1	0,77	0,77	NUM
issue-383	250	2	0,74	0,74	NOUN
issue-383	251	1	0,64	0,64	NUM
issue-383	251	2	0,31	0,31	NOUN
issue-383	251	3	0,28	0,28	NUM
issue-383	252	1	mykolaiv	mykolaiv	NOUN
issue-383	252	2	0,31	0,31	NOUN
issue-383	253	1	0,25	0,25	NUM
issue-383	253	2	0,24	0,24	X
issue-383	254	1	0,30	0,30	NUM
issue-383	254	2	0,08	0,08	NUM
issue-383	255	1	0,12	0,12	PUNCT
issue-383	256	1	odesa	odesa	NOUN
issue-383	256	2	0,59	0,59	PROPN
issue-383	256	3	0,45	0,45	NUM
issue-383	256	4	0,44	0,44	PUNCT
issue-383	257	1	0,53	0,53	NOUN
issue-383	257	2	0,27	0,27	NUM
issue-383	257	3	0,28	0,28	NUM
issue-383	257	4	poltava	poltava	PROPN
issue-383	257	5	0,32	0,32	X
issue-383	257	6	0,52	0,52	X
issue-383	258	1	0,49	0,49	NUM
issue-383	258	2	0,64	0,64	NUM
issue-383	258	3	0,15	0,15	NUM
issue-383	258	4	0,25	0,25	X
issue-383	258	5	rivne	rivne	ADJ
issue-383	259	1	0,17	0,17	NUM
issue-383	259	2	0,05	0,05	PROPN
issue-383	259	3	0,06	0,06	PROPN
issue-383	259	4	0,12	0,12	NUM
issue-383	260	1	0,28	0,28	NUM
issue-383	260	2	0,22	0,22	PUNCT
issue-383	260	3	sumy	sumy	PROPN
issue-383	260	4	0,20	0,20	X
issue-383	260	5	0,35	0,35	PROPN
issue-383	260	6	0,26	0,26	PROPN
issue-383	260	7	0,41	0,41	PUNCT
issue-383	261	1	0,20	0,20	X
issue-383	261	2	0,22	0,22	NUM
issue-383	262	1	ternopil	ternopil	PROPN
issue-383	262	2	0,20	0,20	X
issue-383	262	3	0,09	0,09	NOUN
issue-383	263	1	0,16	0,16	PROPN
issue-383	263	2	0,16	0,16	PROPN
issue-383	263	3	1,06	1,06	NUM
issue-383	263	4	0,74	0,74	SYM
issue-383	263	5	kharkiv	kharkiv	PROPN
issue-383	263	6	1,04	1,04	PROPN
issue-383	263	7	0,87	0,87	PROPN
issue-383	263	8	0,85	0,85	PUNCT
issue-383	264	1	0,81	0,81	NUM
issue-383	264	2	0,47	0,47	NUM
issue-383	264	3	0,48	0,48	NUM
issue-383	264	4	baltic	baltic	ADJ
issue-383	264	5	journal	journal	NOUN
issue-383	264	6	of	of	ADP
issue-383	264	7	economic	economic	ADJ
issue-383	264	8	studies	study	NOUN
issue-383	264	9	76	76	NUM
issue-383	264	10	vol	vol	NOUN
issue-383	264	11	.	.	PROPN
issue-383	265	1	4	4	NUM
issue-383	265	2	,	,	PUNCT
issue-383	265	3	no	no	INTJ
issue-383	265	4	.	.	NOUN
issue-383	265	5	2	2	NUM
issue-383	265	6	,	,	PUNCT
issue-383	265	7	2018	2018	NUM
issue-383	265	8	1	1	NUM
issue-383	265	9	2	2	NUM
issue-383	265	10	3	3	NUM
issue-383	265	11	4	4	NUM
issue-383	265	12	5	5	NUM
issue-383	265	13	6	6	NUM
issue-383	265	14	7	7	NUM
issue-383	265	15	kherson	kherson	PROPN
issue-383	265	16	0,32	0,32	PUNCT
issue-383	266	1	0,23	0,23	NOUN
issue-383	266	2	0,20	0,20	NOUN
issue-383	266	3	0,27	0,27	NUM
issue-383	267	1	0,06	0,06	PROPN
issue-383	267	2	0,07	0,07	PROPN
issue-383	268	1	khmelnytskyi	khmelnytskyi	PROPN
issue-383	269	1	0,06	0,06	PROPN
issue-383	270	1	0,04	0,04	PROPN
issue-383	270	2	0,05	0,05	PROPN
issue-383	270	3	0,07	0,07	PUNCT
issue-383	271	1	0,17	0,17	NUM
issue-383	271	2	0,20	0,20	NUM
issue-383	271	3	cherkasy	cherkasy	PROPN
issue-383	271	4	0,20	0,20	X
issue-383	271	5	0,15	0,15	PROPN
issue-383	272	1	0,16	0,16	PROPN
issue-383	272	2	0,29	0,29	PROPN
issue-383	273	1	0,15	0,15	PROPN
issue-383	273	2	0,15	0,15	PROPN
issue-383	273	3	chernivtsi	chernivtsi	PROPN
issue-383	273	4	0,46	0,46	NOUN
issue-383	273	5	0,28	0,28	PUNCT
issue-383	273	6	0,34	0,34	PUNCT
issue-383	274	1	0,46	0,46	NOUN
issue-383	274	2	0,11	0,11	NOUN
issue-383	275	1	0,10	0,10	PROPN
issue-383	275	2	chernihiv	chernihiv	PROPN
issue-383	275	3	0,24	0,24	PUNCT
issue-383	276	1	0,12	0,12	NUM
issue-383	276	2	0,09	0,09	X
issue-383	277	1	0,29	0,29	PUNCT
issue-383	277	2	0,12	0,12	NUM
issue-383	278	1	0,06	0,06	PROPN
issue-383	278	2	kyiv	kyiv	PROPN
issue-383	278	3	city	city	PROPN
issue-383	278	4	1,05	1,05	NUM
issue-383	278	5	1,05	1,05	NUM
issue-383	278	6	1,05	1,05	NUM
issue-383	278	7	1,10	1,10	NUM
issue-383	278	8	0,86	0,86	SYM
issue-383	278	9	1,02	1,02	NUM
issue-383	278	10	sevastopol	sevastopol	PROPN
issue-383	278	11	city	city	NOUN
issue-383	278	12	0,44	0,44	NOUN
issue-383	278	13	0,28	0,28	PUNCT
issue-383	278	14	0,53	0,53	NOUN
issue-383	278	15	-	-	PUNCT
issue-383	278	16	*	*	PUNCT
issue-383	278	17	-	-	PUNCT
issue-383	278	18	*	*	PUNCT
issue-383	278	19	-	-	PROPN
issue-383	278	20	*	*	PUNCT
issue-383	278	21	*	*	PUNCT
issue-383	278	22	–	–	PUNCT
issue-383	278	23	no	no	DET
issue-383	278	24	data	datum	NOUN
issue-383	278	25	available	available	ADJ
issue-383	278	26	.	.	PUNCT
issue-383	279	1	end	end	NOUN
issue-383	279	2	of	of	ADP
issue-383	279	3	table	table	NOUN
issue-383	279	4	4	4	NUM
issue-383	279	5	on	on	ADP
issue-383	279	6	the	the	DET
issue-383	279	7	basis	basis	NOUN
issue-383	279	8	of	of	ADP
issue-383	279	9	assessments	assessment	NOUN
issue-383	279	10	of	of	ADP
issue-383	279	11	regional	regional	ADJ
issue-383	279	12	innovation	innovation	NOUN
issue-383	279	13	,	,	PUNCT
issue-383	279	14	the	the	DET
issue-383	279	15	degree	degree	NOUN
issue-383	279	16	of	of	ADP
issue-383	279	17	innovation	innovation	NOUN
issue-383	279	18	efficiency	efficiency	NOUN
issue-383	279	19	of	of	ADP
issue-383	279	20	ukrainian	ukrainian	ADJ
issue-383	279	21	regions	region	NOUN
issue-383	279	22	is	be	AUX
issue-383	279	23	determined	determine	VERB
issue-383	279	24	,	,	PUNCT
issue-383	279	25	which	which	PRON
issue-383	279	26	depends	depend	VERB
issue-383	279	27	on	on	ADP
issue-383	279	28	the	the	DET
issue-383	279	29	value	value	NOUN
issue-383	279	30	α	α	NOUN
issue-383	279	31	.	.	PUNCT
issue-383	280	1	thus	thus	ADV
issue-383	280	2	,	,	PUNCT
issue-383	280	3	when	when	SCONJ
issue-383	280	4	α	α	PROPN
issue-383	280	5	=	=	NOUN
issue-383	280	6	0	0	NUM
issue-383	280	7	01	01	NUM
issue-383	280	8	,	,	PUNCT
issue-383	280	9	we	we	PRON
issue-383	280	10	can	can	AUX
issue-383	280	11	select	select	VERB
issue-383	280	12	the	the	DET
issue-383	280	13	following	follow	VERB
issue-383	280	14	regional	regional	ADJ
issue-383	280	15	spaces	space	NOUN
issue-383	280	16	:	:	PUNCT
issue-383	280	17	–	–	PUNCT
issue-383	280	18	kyiv	kyiv	ADJ
issue-383	280	19	city	city	NOUN
issue-383	280	20	–	–	PUNCT
issue-383	280	21	belongs	belong	VERB
issue-383	280	22	to	to	ADP
issue-383	280	23	class	class	PROPN
issue-383	280	24	i	i	PROPN
issue-383	280	25	,	,	PUNCT
issue-383	280	26	in	in	ADP
issue-383	280	27	which	which	PRON
issue-383	280	28	costs	cost	VERB
issue-383	280	29	for	for	ADP
issue-383	280	30	innovation	innovation	NOUN
issue-383	280	31	exceed	exceed	VERB
issue-383	280	32	the	the	DET
issue-383	280	33	obtained	obtain	VERB
issue-383	280	34	results	result	NOUN
issue-383	280	35	throughout	throughout	ADP
issue-383	280	36	the	the	DET
issue-383	280	37	period	period	NOUN
issue-383	280	38	under	under	ADP
issue-383	280	39	study	study	NOUN
issue-383	280	40	(	(	PUNCT
issue-383	280	41	the	the	DET
issue-383	280	42	input	input	NOUN
issue-383	280	43	innovation	innovation	NOUN
issue-383	280	44	index	index	NOUN
issue-383	280	45	exceeds	exceed	VERB
issue-383	280	46	the	the	DET
issue-383	280	47	value	value	NOUN
issue-383	280	48	of	of	ADP
issue-383	280	49	the	the	DET
issue-383	280	50	output	output	NOUN
issue-383	280	51	innovation	innovation	NOUN
issue-383	280	52	indicator	indicator	NOUN
issue-383	280	53	)	)	PUNCT
issue-383	280	54	;	;	PUNCT
issue-383	280	55	–	–	PUNCT
issue-383	280	56	class	class	NOUN
issue-383	280	57	ii	ii	PROPN
issue-383	280	58	is	be	AUX
issue-383	280	59	an	an	DET
issue-383	280	60	empty	empty	ADJ
issue-383	280	61	set	set	NOUN
issue-383	280	62	;	;	PUNCT
issue-383	280	63	–	–	PUNCT
issue-383	280	64	vinnytsia	vinnytsia	NOUN
issue-383	280	65	,	,	PUNCT
issue-383	280	66	dnipropetrovsk	dnipropetrovsk	NOUN
issue-383	280	67	,	,	PUNCT
issue-383	280	68	donetsk	donetsk	PROPN
issue-383	280	69	,	,	PUNCT
issue-383	280	70	zhytomyr	zhytomyr	PROPN
issue-383	280	71	,	,	PUNCT
issue-383	280	72	zakarpattia	zakarpattia	PROPN
issue-383	280	73	,	,	PUNCT
issue-383	280	74	zaporizhzhia	zaporizhzhia	PROPN
issue-383	280	75	,	,	PUNCT
issue-383	280	76	ivano	ivano	PROPN
issue-383	280	77	-	-	PUNCT
issue-383	280	78	frankivsk	frankivsk	NOUN
issue-383	280	79	,	,	PUNCT
issue-383	280	80	kyiv	kyiv	ADJ
issue-383	280	81	,	,	PUNCT
issue-383	280	82	kirovohrad	kirovohrad	PROPN
issue-383	280	83	,	,	PUNCT
issue-383	280	84	luhansk	luhansk	NOUN
issue-383	280	85	,	,	PUNCT
issue-383	280	86	lviv	lviv	NOUN
issue-383	280	87	,	,	PUNCT
issue-383	280	88	mykolaiv	mykolaiv	NOUN
issue-383	280	89	,	,	PUNCT
issue-383	280	90	odesa	odesa	NOUN
issue-383	280	91	,	,	PUNCT
issue-383	280	92	poltava	poltava	NOUN
issue-383	280	93	,	,	PUNCT
issue-383	280	94	rivne	rivne	ADV
issue-383	280	95	,	,	PUNCT
issue-383	280	96	sumy	sumy	PROPN
issue-383	280	97	,	,	PUNCT
issue-383	280	98	kherson	kherson	PROPN
issue-383	280	99	,	,	PUNCT
issue-383	280	100	khmelnytskyi	khmelnytskyi	PROPN
issue-383	280	101	,	,	PUNCT
issue-383	280	102	cherkasy	cherkasy	PROPN
issue-383	280	103	,	,	PUNCT
issue-383	280	104	chernivtsi	chernivtsi	NOUN
issue-383	280	105	,	,	PUNCT
issue-383	280	106	chernihiv	chernihiv	PROPN
issue-383	280	107	regions	region	NOUN
issue-383	280	108	,	,	PUNCT
issue-383	280	109	the	the	DET
issue-383	280	110	city	city	NOUN
issue-383	280	111	of	of	ADP
issue-383	280	112	sevastopol	sevastopol	PROPN
issue-383	280	113	–	–	PUNCT
issue-383	280	114	belong	belong	VERB
issue-383	280	115	to	to	ADP
issue-383	280	116	class	class	NOUN
issue-383	280	117	iii	iii	NOUN
issue-383	280	118	,	,	PUNCT
issue-383	280	119	namely	namely	ADV
issue-383	280	120	,	,	PUNCT
issue-383	280	121	the	the	DET
issue-383	280	122	expenses	expense	NOUN
issue-383	280	123	for	for	ADP
issue-383	280	124	innovation	innovation	NOUN
issue-383	280	125	are	be	AUX
issue-383	280	126	less	less	ADJ
issue-383	280	127	than	than	ADP
issue-383	280	128	the	the	DET
issue-383	280	129	obtained	obtain	VERB
issue-383	280	130	results	result	NOUN
issue-383	280	131	(	(	PUNCT
issue-383	280	132	the	the	DET
issue-383	280	133	value	value	NOUN
issue-383	280	134	of	of	ADP
issue-383	280	135	the	the	DET
issue-383	280	136	input	input	NOUN
issue-383	280	137	type	type	NOUN
issue-383	280	138	index	index	NOUN
issue-383	280	139	is	be	AUX
issue-383	280	140	lower	low	ADJ
issue-383	280	141	than	than	ADP
issue-383	280	142	the	the	DET
issue-383	280	143	value	value	NOUN
issue-383	280	144	of	of	ADP
issue-383	280	145	the	the	DET
issue-383	280	146	output	output	NOUN
issue-383	280	147	type	type	NOUN
issue-383	280	148	index	index	NOUN
issue-383	280	149	)	)	PUNCT
issue-383	280	150	;	;	PUNCT
issue-383	280	151	–	–	PUNCT
issue-383	280	152	all	all	DET
issue-383	280	153	the	the	DET
issue-383	280	154	rest	rest	NOUN
issue-383	280	155	of	of	ADP
issue-383	280	156	the	the	DET
issue-383	280	157	region	region	NOUN
issue-383	280	158	migrated	migrate	VERB
issue-383	280	159	from	from	ADP
issue-383	280	160	one	one	NUM
issue-383	280	161	class	class	NOUN
issue-383	280	162	to	to	ADP
issue-383	280	163	another	another	PRON
issue-383	280	164	during	during	ADP
issue-383	280	165	the	the	DET
issue-383	280	166	period	period	NOUN
issue-383	280	167	under	under	ADP
issue-383	280	168	study	study	NOUN
issue-383	280	169	.	.	PUNCT
issue-383	281	1	in	in	ADP
issue-383	281	2	the	the	DET
issue-383	281	3	case	case	NOUN
issue-383	281	4	when	when	SCONJ
issue-383	281	5	α	α	PROPN
issue-383	281	6	=	=	NOUN
issue-383	281	7	0	0	NUM
issue-383	281	8	8	8	NUM
issue-383	281	9	,	,	PUNCT
issue-383	281	10	,	,	PUNCT
issue-383	281	11	the	the	DET
issue-383	281	12	regions	region	NOUN
issue-383	281	13	were	be	AUX
issue-383	281	14	regrouped	regroup	VERB
issue-383	281	15	into	into	ADP
issue-383	281	16	classes	class	NOUN
issue-383	281	17	:	:	PUNCT
issue-383	281	18	–	–	PUNCT
issue-383	281	19	class	class	NOUN
issue-383	281	20	i	i	PRON
issue-383	281	21	is	be	AUX
issue-383	281	22	an	an	DET
issue-383	281	23	empty	empty	ADJ
issue-383	281	24	set	set	NOUN
issue-383	281	25	;	;	PUNCT
issue-383	281	26	–	–	PUNCT
issue-383	281	27	dnipropetrovsk	dnipropetrovsk	NOUN
issue-383	281	28	,	,	PUNCT
issue-383	281	29	zaporizhzhia	zaporizhzhia	PROPN
issue-383	281	30	,	,	PUNCT
issue-383	281	31	luhansk	luhansk	NOUN
issue-383	281	32	,	,	PUNCT
issue-383	281	33	lviv	lviv	NOUN
issue-383	281	34	,	,	PUNCT
issue-383	281	35	odesa	odesa	PROPN
issue-383	281	36	,	,	PUNCT
issue-383	281	37	kharkiv	kharkiv	PROPN
issue-383	281	38	,	,	PUNCT
issue-383	281	39	kyiv	kyiv	ADJ
issue-383	281	40	city	city	NOUN
issue-383	281	41	,	,	PUNCT
issue-383	281	42	sevastopol	sevastopol	PROPN
issue-383	281	43	city	city	NOUN
issue-383	281	44	,	,	PUNCT
issue-383	281	45	autonomous	autonomous	ADJ
issue-383	281	46	republic	republic	NOUN
issue-383	281	47	of	of	ADP
issue-383	281	48	crimea	crimea	PROPN
issue-383	281	49	–	–	PUNCT
issue-383	281	50	belong	belong	VERB
issue-383	281	51	to	to	ADP
issue-383	281	52	class	class	PROPN
issue-383	281	53	ii	ii	PROPN
issue-383	281	54	,	,	PUNCT
issue-383	281	55	namely	namely	ADV
issue-383	281	56	the	the	DET
issue-383	281	57	expenses	expense	NOUN
issue-383	281	58	for	for	ADP
issue-383	281	59	innovation	innovation	NOUN
issue-383	281	60	and	and	CCONJ
issue-383	281	61	the	the	DET
issue-383	281	62	obtained	obtain	VERB
issue-383	281	63	results	result	NOUN
issue-383	281	64	are	be	AUX
issue-383	281	65	approximately	approximately	ADV
issue-383	281	66	the	the	DET
issue-383	281	67	same	same	ADJ
issue-383	281	68	in	in	ADP
issue-383	281	69	size	size	NOUN
issue-383	281	70	;	;	PUNCT
issue-383	281	71	–	–	PUNCT
issue-383	281	72	kirovohrad	kirovohrad	NOUN
issue-383	281	73	,	,	PUNCT
issue-383	281	74	khmelnytskyi	khmelnytskyi	ADJ
issue-383	281	75	regions	region	NOUN
issue-383	281	76	–	–	PUNCT
issue-383	281	77	belong	belong	VERB
issue-383	281	78	to	to	ADP
issue-383	281	79	class	class	NOUN
issue-383	281	80	iii	iii	NOUN
issue-383	281	81	,	,	PUNCT
issue-383	281	82	namely	namely	ADV
issue-383	281	83	,	,	PUNCT
issue-383	281	84	the	the	DET
issue-383	281	85	expenses	expense	NOUN
issue-383	281	86	for	for	ADP
issue-383	281	87	innovation	innovation	NOUN
issue-383	281	88	are	be	AUX
issue-383	281	89	less	less	ADJ
issue-383	281	90	than	than	ADP
issue-383	281	91	the	the	DET
issue-383	281	92	obtained	obtain	VERB
issue-383	281	93	results	result	NOUN
issue-383	281	94	(	(	PUNCT
issue-383	281	95	the	the	DET
issue-383	281	96	value	value	NOUN
issue-383	281	97	of	of	ADP
issue-383	281	98	the	the	DET
issue-383	281	99	input	input	NOUN
issue-383	281	100	type	type	NOUN
issue-383	281	101	index	index	NOUN
issue-383	281	102	is	be	AUX
issue-383	281	103	lower	low	ADJ
issue-383	281	104	than	than	ADP
issue-383	281	105	the	the	DET
issue-383	281	106	output	output	NOUN
issue-383	281	107	type	type	NOUN
issue-383	281	108	index	index	NOUN
issue-383	281	109	value	value	NOUN
issue-383	281	110	)	)	PUNCT
issue-383	281	111	;	;	PUNCT
issue-383	281	112	–	–	PUNCT
issue-383	281	113	all	all	DET
issue-383	281	114	the	the	DET
issue-383	281	115	rest	rest	NOUN
issue-383	281	116	of	of	ADP
issue-383	281	117	the	the	DET
issue-383	281	118	region	region	NOUN
issue-383	281	119	migrated	migrate	VERB
issue-383	281	120	from	from	ADP
issue-383	281	121	one	one	NUM
issue-383	281	122	class	class	NOUN
issue-383	281	123	to	to	ADP
issue-383	281	124	another	another	PRON
issue-383	281	125	during	during	ADP
issue-383	281	126	the	the	DET
issue-383	281	127	period	period	NOUN
issue-383	281	128	under	under	ADP
issue-383	281	129	study	study	NOUN
issue-383	281	130	.	.	PUNCT
issue-383	282	1	it	it	PRON
issue-383	282	2	is	be	AUX
issue-383	282	3	interesting	interesting	ADJ
issue-383	282	4	,	,	PUNCT
issue-383	282	5	that	that	SCONJ
issue-383	282	6	when	when	SCONJ
issue-383	282	7	α	α	PROPN
issue-383	282	8	=	=	SYM
issue-383	282	9	1	1	NUM
issue-383	282	10	all	all	DET
issue-383	282	11	regions	region	NOUN
issue-383	282	12	are	be	AUX
issue-383	282	13	in	in	ADP
issue-383	282	14	class	class	PROPN
issue-383	282	15	іі	іі	PROPN
issue-383	282	16	.	.	PUNCT
issue-383	283	1	thus	thus	ADV
issue-383	283	2	,	,	PUNCT
issue-383	283	3	we	we	PRON
issue-383	283	4	can	can	AUX
issue-383	283	5	conclude	conclude	VERB
issue-383	283	6	that	that	SCONJ
issue-383	283	7	while	while	SCONJ
issue-383	283	8	approximating	approximate	VERB
issue-383	283	9	α	α	NOUN
issue-383	283	10	to	to	ADP
issue-383	283	11	0	0	NUM
issue-383	283	12	or	or	CCONJ
issue-383	283	13	1	1	NUM
issue-383	283	14	regions	region	NOUN
issue-383	283	15	are	be	AUX
issue-383	283	16	concentrated	concentrate	VERB
issue-383	283	17	in	in	ADP
issue-383	283	18	one	one	NUM
issue-383	283	19	of	of	ADP
issue-383	283	20	the	the	DET
issue-383	283	21	classes	class	NOUN
issue-383	283	22	.	.	PUNCT
issue-383	284	1	if	if	SCONJ
issue-383	284	2	α	α	PRON
issue-383	284	3	is	be	AUX
issue-383	284	4	inside	inside	ADP
issue-383	284	5	the	the	DET
issue-383	284	6	range	range	NOUN
issue-383	284	7	between	between	ADP
issue-383	284	8	0	0	NUM
issue-383	284	9	and	and	CCONJ
issue-383	284	10	1	1	NUM
issue-383	284	11	,	,	PUNCT
issue-383	284	12	then	then	ADV
issue-383	284	13	the	the	DET
issue-383	284	14	regions	region	NOUN
issue-383	284	15	are	be	AUX
issue-383	284	16	sprayed	spray	VERB
issue-383	284	17	across	across	ADP
issue-383	284	18	different	different	ADJ
issue-383	284	19	classes	class	NOUN
issue-383	284	20	.	.	PUNCT
issue-383	285	1	the	the	DET
issue-383	285	2	proposed	propose	VERB
issue-383	285	3	measure	measure	NOUN
issue-383	285	4	of	of	ADP
issue-383	285	5	innovation	innovation	NOUN
issue-383	285	6	efficiency	efficiency	NOUN
issue-383	285	7	of	of	ADP
issue-383	285	8	the	the	DET
issue-383	285	9	regions	region	NOUN
issue-383	285	10	has	have	AUX
issue-383	285	11	allowed	allow	VERB
issue-383	285	12	determining	determine	VERB
issue-383	285	13	the	the	DET
issue-383	285	14	effectiveness	effectiveness	NOUN
issue-383	285	15	measure	measure	NOUN
issue-383	285	16	of	of	ADP
issue-383	285	17	the	the	DET
issue-383	285	18	country	country	NOUN
issue-383	285	19	’s	’s	PART
issue-383	285	20	innovation	innovation	NOUN
issue-383	285	21	(	(	PUNCT
issue-383	285	22	mеic	mеic	NOUN
issue-383	285	23	)	)	PUNCT
issue-383	285	24	.	.	PUNCT
issue-383	286	1	table	table	NOUN
issue-383	286	2	5	5	NUM
issue-383	286	3	gives	give	VERB
issue-383	286	4	estimates	estimate	NOUN
issue-383	286	5	of	of	ADP
issue-383	286	6	the	the	DET
issue-383	286	7	mеic	mеic	NOUN
issue-383	286	8	for	for	ADP
issue-383	286	9	different	different	ADJ
issue-383	286	10	values	value	NOUN
issue-383	286	11	of	of	ADP
issue-383	286	12	α	α	PROPN
issue-383	286	13	.	.	PUNCT
issue-383	287	1	table	table	NOUN
issue-383	287	2	5	5	NUM
issue-383	287	3	the	the	DET
issue-383	287	4	evaluation	evaluation	NOUN
issue-383	287	5	of	of	ADP
issue-383	287	6	the	the	DET
issue-383	287	7	effectiveness	effectiveness	NOUN
issue-383	287	8	measures	measure	NOUN
issue-383	287	9	of	of	ADP
issue-383	287	10	innovation	innovation	NOUN
issue-383	287	11	in	in	ADP
issue-383	287	12	the	the	DET
issue-383	287	13	national	national	ADJ
issue-383	287	14	context	context	NOUN
issue-383	287	15	(	(	PUNCT
issue-383	287	16	меіc	меіc	NOUN
issue-383	287	17	)	)	PUNCT
issue-383	287	18	parameter	parameter	NOUN
issue-383	287	19	2010	2010	NUM
issue-383	287	20	2012	2012	NUM
issue-383	287	21	2013	2013	NUM
issue-383	287	22	2014	2014	NUM
issue-383	287	23	2015	2015	NUM
issue-383	287	24	2016	2016	NUM
issue-383	287	25	α=0,01	α=0,01	NOUN
issue-383	287	26	0,89	0,89	NUM
issue-383	288	1	0,96	0,96	NOUN
issue-383	288	2	0,96	0,96	NUM
issue-383	289	1	0,96	0,96	NUM
issue-383	289	2	0,92	0,92	NUM
issue-383	290	1	0,92	0,92	NUM
issue-383	290	2	α=0,2	α=0,2	PROPN
issue-383	290	3	0,87	0,87	PUNCT
issue-383	290	4	0,90	0,90	PUNCT
issue-383	290	5	0,93	0,93	PUNCT
issue-383	291	1	0,93	0,93	X
issue-383	292	1	0,89	0,89	NOUN
issue-383	292	2	0,89	0,89	NOUN
issue-383	292	3	α=0,4	α=0,4	NOUN
issue-383	292	4	0,80	0,80	NUM
issue-383	292	5	0,83	0,83	NUM
issue-383	292	6	0,87	0,87	PUNCT
issue-383	292	7	0,86	0,86	PUNCT
issue-383	292	8	0,85	0,85	ADP
issue-383	293	1	0,82	0,82	ADP
issue-383	293	2	α=0,6	α=0,6	X
issue-383	293	3	0,57	0,57	NOUN
issue-383	293	4	0,70	0,70	PUNCT
issue-383	293	5	0,70	0,70	PUNCT
issue-383	293	6	0,60	0,60	NUM
issue-383	294	1	0,82	0,82	X
issue-383	294	2	0,78	0,78	NUM
issue-383	294	3	α=0,8	α=0,8	PROPN
issue-383	294	4	0,30	0,30	NUM
issue-383	294	5	0,43	0,43	ADV
issue-383	295	1	0,43	0,43	ADJ
issue-383	296	1	0,35	0,35	NOUN
issue-383	296	2	0,60	0,60	NUM
issue-383	297	1	0,53	0,53	X
issue-383	297	2	α=1	α=1	X
issue-383	297	3	0,10	0,10	NOUN
issue-383	297	4	0,10	0,10	NOUN
issue-383	297	5	0,10	0,10	NOUN
issue-383	297	6	0,11	0,11	NOUN
issue-383	297	7	0,11	0,11	X
issue-383	297	8	0,11	0,11	NOUN
issue-383	297	9	as	as	SCONJ
issue-383	297	10	can	can	AUX
issue-383	297	11	be	be	AUX
issue-383	297	12	seen	see	VERB
issue-383	297	13	from	from	ADP
issue-383	297	14	table	table	NOUN
issue-383	297	15	5	5	NUM
issue-383	297	16	,	,	PUNCT
issue-383	297	17	the	the	DET
issue-383	297	18	significance	significance	NOUN
issue-383	297	19	of	of	ADP
issue-383	297	20	the	the	DET
issue-383	297	21	measure	measure	NOUN
issue-383	297	22	of	of	ADP
issue-383	297	23	innovation	innovation	NOUN
issue-383	297	24	efficiency	efficiency	NOUN
issue-383	297	25	in	in	ADP
issue-383	297	26	the	the	DET
issue-383	297	27	national	national	ADJ
issue-383	297	28	context	context	NOUN
issue-383	297	29	belongs	belong	VERB
issue-383	297	30	to	to	ADP
issue-383	297	31	the	the	DET
issue-383	297	32	numerical	numerical	ADJ
issue-383	297	33	range	range	NOUN
issue-383	297	34	[	[	X
issue-383	297	35	0,01	0,01	NUM
issue-383	297	36	;	;	PUNCT
issue-383	297	37	1	1	NUM
issue-383	297	38	]	]	PUNCT
issue-383	297	39	.	.	PUNCT
issue-383	298	1	measures	measure	NOUN
issue-383	298	2	that	that	PRON
issue-383	298	3	are	be	AUX
issue-383	298	4	closer	close	ADJ
issue-383	298	5	to	to	ADP
issue-383	298	6	the	the	DET
issue-383	298	7	minimum	minimum	ADJ
issue-383	298	8	mean	mean	NOUN
issue-383	298	9	that	that	SCONJ
issue-383	298	10	the	the	DET
issue-383	298	11	country	country	NOUN
issue-383	298	12	has	have	AUX
issue-383	298	13	a	a	DET
issue-383	298	14	weak	weak	ADJ
issue-383	298	15	position	position	NOUN
issue-383	298	16	in	in	ADP
issue-383	298	17	terms	term	NOUN
issue-383	298	18	of	of	ADP
issue-383	298	19	the	the	DET
issue-383	298	20	effectiveness	effectiveness	NOUN
issue-383	298	21	of	of	ADP
issue-383	298	22	innovation	innovation	NOUN
issue-383	298	23	in	in	ADP
issue-383	298	24	a	a	DET
issue-383	298	25	regional	regional	ADJ
issue-383	298	26	context	context	NOUN
issue-383	298	27	,	,	PUNCT
issue-383	298	28	and	and	CCONJ
issue-383	298	29	closer	close	ADJ
issue-383	298	30	to	to	PART
issue-383	298	31	1	1	NUM
issue-383	298	32	value	value	NOUN
issue-383	298	33	indicate	indicate	VERB
issue-383	298	34	the	the	DET
issue-383	298	35	high	high	ADJ
issue-383	298	36	efficiency	efficiency	NOUN
issue-383	298	37	of	of	ADP
issue-383	298	38	innovation	innovation	NOUN
issue-383	298	39	in	in	ADP
issue-383	298	40	the	the	DET
issue-383	298	41	country	country	NOUN
issue-383	298	42	in	in	ADP
issue-383	298	43	a	a	DET
issue-383	298	44	regional	regional	ADJ
issue-383	298	45	context	context	NOUN
issue-383	298	46	.	.	PUNCT
issue-383	299	1	increase	increase	NOUN
issue-383	299	2	in	in	ADP
issue-383	299	3	value	value	NOUN
issue-383	299	4	α	α	PROPN
issue-383	299	5	leads	lead	VERB
issue-383	299	6	to	to	ADP
issue-383	299	7	a	a	DET
issue-383	299	8	reduction	reduction	NOUN
issue-383	299	9	in	in	ADP
issue-383	299	10	the	the	DET
issue-383	299	11	assessment	assessment	NOUN
issue-383	299	12	of	of	ADP
issue-383	299	13	the	the	DET
issue-383	299	14	effectiveness	effectiveness	NOUN
issue-383	299	15	of	of	ADP
issue-383	299	16	innovation	innovation	NOUN
issue-383	299	17	in	in	ADP
issue-383	299	18	the	the	DET
issue-383	299	19	national	national	ADJ
issue-383	299	20	context	context	NOUN
issue-383	299	21	.	.	PUNCT
issue-383	300	1	that	that	PRON
issue-383	300	2	is	be	AUX
issue-383	300	3	the	the	DET
issue-383	300	4	indicator	indicator	NOUN
issue-383	300	5	α	α	PROPN
issue-383	300	6	can	can	AUX
issue-383	300	7	be	be	AUX
issue-383	300	8	interpreted	interpret	VERB
issue-383	300	9	as	as	ADP
issue-383	300	10	the	the	DET
issue-383	300	11	regions	region	NOUN
issue-383	300	12	innovativeness	innovativeness	VERB
issue-383	300	13	multiplier	multiplier	ADV
issue-383	300	14	.	.	PUNCT
issue-383	301	1	its	its	PRON
issue-383	301	2	value	value	NOUN
issue-383	301	3	directly	directly	ADV
issue-383	301	4	determines	determine	VERB
issue-383	301	5	the	the	DET
issue-383	301	6	position	position	NOUN
issue-383	301	7	of	of	ADP
issue-383	301	8	the	the	DET
issue-383	301	9	country	country	NOUN
issue-383	301	10	with	with	ADP
issue-383	301	11	regard	regard	NOUN
issue-383	301	12	to	to	ADP
issue-383	301	13	the	the	DET
issue-383	301	14	effectiveness	effectiveness	NOUN
issue-383	301	15	of	of	ADP
issue-383	301	16	the	the	DET
issue-383	301	17	use	use	NOUN
issue-383	301	18	of	of	ADP
issue-383	301	19	innovation	innovation	NOUN
issue-383	301	20	in	in	ADP
issue-383	301	21	a	a	DET
issue-383	301	22	regional	regional	ADJ
issue-383	301	23	context	context	NOUN
issue-383	301	24	and	and	CCONJ
issue-383	301	25	,	,	PUNCT
issue-383	301	26	therefore	therefore	ADV
issue-383	301	27	,	,	PUNCT
issue-383	301	28	can	can	AUX
issue-383	301	29	serve	serve	VERB
issue-383	301	30	as	as	ADP
issue-383	301	31	a	a	DET
issue-383	301	32	benchmark	benchmark	NOUN
issue-383	301	33	for	for	ADP
issue-383	301	34	national	national	ADJ
issue-383	301	35	policy	policy	NOUN
issue-383	301	36	in	in	ADP
issue-383	301	37	this	this	DET
issue-383	301	38	matter	matter	NOUN
issue-383	301	39	.	.	PUNCT
issue-383	302	1	3	3	X
issue-383	302	2	.	.	X
issue-383	302	3	conclusions	conclusion	NOUN
issue-383	302	4	thus	thus	ADV
issue-383	302	5	,	,	PUNCT
issue-383	302	6	on	on	ADP
issue-383	302	7	the	the	DET
issue-383	302	8	basis	basis	NOUN
issue-383	302	9	of	of	ADP
issue-383	302	10	the	the	DET
issue-383	302	11	conducted	conduct	VERB
issue-383	302	12	analysis	analysis	NOUN
issue-383	302	13	of	of	ADP
issue-383	302	14	the	the	DET
issue-383	302	15	innovation	innovation	NOUN
issue-383	302	16	assessment	assessment	NOUN
issue-383	302	17	,	,	PUNCT
issue-383	302	18	a	a	DET
issue-383	302	19	methodological	methodological	ADJ
issue-383	302	20	approach	approach	NOUN
issue-383	302	21	is	be	AUX
issue-383	302	22	proposed	propose	VERB
issue-383	302	23	for	for	ADP
issue-383	302	24	determining	determine	VERB
issue-383	302	25	the	the	DET
issue-383	302	26	degree	degree	NOUN
issue-383	302	27	of	of	ADP
issue-383	302	28	innovation	innovation	NOUN
issue-383	302	29	efficiency	efficiency	NOUN
issue-383	302	30	in	in	ADP
issue-383	302	31	a	a	DET
issue-383	302	32	hierarchical	hierarchical	ADJ
issue-383	302	33	regional	regional	ADJ
issue-383	302	34	section	section	NOUN
issue-383	302	35	based	base	VERB
issue-383	302	36	on	on	ADP
issue-383	302	37	the	the	DET
issue-383	302	38	use	use	NOUN
issue-383	302	39	of	of	ADP
issue-383	302	40	instruments	instrument	NOUN
issue-383	302	41	of	of	ADP
issue-383	302	42	multidimensional	multidimensional	ADJ
issue-383	302	43	statistical	statistical	ADJ
issue-383	302	44	analysis	analysis	NOUN
issue-383	302	45	.	.	PUNCT
issue-383	303	1	an	an	DET
issue-383	303	2	analysis	analysis	NOUN
issue-383	303	3	of	of	ADP
issue-383	303	4	the	the	DET
issue-383	303	5	innovation	innovation	NOUN
issue-383	303	6	of	of	ADP
issue-383	303	7	the	the	DET
issue-383	303	8	regions	region	NOUN
issue-383	303	9	of	of	ADP
issue-383	303	10	ukraine	ukraine	NOUN
issue-383	303	11	based	base	VERB
issue-383	303	12	on	on	ADP
issue-383	303	13	the	the	DET
issue-383	303	14	use	use	NOUN
issue-383	303	15	of	of	ADP
issue-383	303	16	the	the	DET
issue-383	303	17	proposed	propose	VERB
issue-383	303	18	methodological	methodological	ADJ
issue-383	303	19	approach	approach	NOUN
issue-383	303	20	made	make	VERB
issue-383	303	21	it	it	PRON
issue-383	303	22	possible	possible	ADJ
issue-383	303	23	to	to	PART
issue-383	303	24	draw	draw	VERB
issue-383	303	25	the	the	DET
issue-383	303	26	following	following	ADJ
issue-383	303	27	conclusions	conclusion	NOUN
issue-383	303	28	:	:	PUNCT
issue-383	303	29	–	–	PUNCT
issue-383	303	30	the	the	DET
issue-383	303	31	proposed	propose	VERB
issue-383	303	32	eis	eis	PROPN
issue-383	303	33	does	do	AUX
issue-383	303	34	not	not	PART
issue-383	303	35	contain	contain	VERB
issue-383	303	36	a	a	DET
issue-383	303	37	basic	basic	ADJ
issue-383	303	38	innovation	innovation	NOUN
issue-383	303	39	model	model	NOUN
issue-383	303	40	that	that	PRON
issue-383	303	41	justifies	justify	VERB
issue-383	303	42	the	the	DET
issue-383	303	43	choice	choice	NOUN
issue-383	303	44	of	of	ADP
issue-383	303	45	innovation	innovation	NOUN
issue-383	303	46	dimensions	dimension	NOUN
issue-383	303	47	and	and	CCONJ
issue-383	303	48	indicators	indicator	NOUN
issue-383	303	49	and	and	CCONJ
issue-383	303	50	reflects	reflect	VERB
issue-383	303	51	the	the	DET
issue-383	303	52	reasons	reason	NOUN
issue-383	303	53	that	that	PRON
issue-383	303	54	innovation	innovation	NOUN
issue-383	303	55	policy	policy	NOUN
issue-383	303	56	may	may	AUX
issue-383	303	57	affect	affect	VERB
issue-383	303	58	;	;	PUNCT
issue-383	303	59	–	–	PUNCT
issue-383	303	60	the	the	DET
issue-383	303	61	use	use	NOUN
issue-383	303	62	of	of	ADP
issue-383	303	63	a	a	DET
issue-383	303	64	single	single	ADJ
issue-383	303	65	combined	combine	VERB
issue-383	303	66	indicator	indicator	NOUN
issue-383	303	67	and	and	CCONJ
issue-383	303	68	rating	rating	NOUN
issue-383	303	69	table	table	NOUN
issue-383	303	70	does	do	AUX
issue-383	303	71	not	not	PART
issue-383	303	72	make	make	VERB
issue-383	303	73	it	it	PRON
issue-383	303	74	possible	possible	ADJ
issue-383	303	75	to	to	PART
issue-383	303	76	control	control	VERB
issue-383	303	77	the	the	DET
issue-383	303	78	complexity	complexity	NOUN
issue-383	303	79	of	of	ADP
issue-383	303	80	the	the	DET
issue-383	303	81	innovation	innovation	NOUN
issue-383	303	82	process	process	NOUN
issue-383	303	83	itself	itself	PRON
issue-383	303	84	;	;	PUNCT
issue-383	303	85	baltic	baltic	ADJ
issue-383	303	86	journal	journal	PROPN
issue-383	303	87	of	of	ADP
issue-383	303	88	economic	economic	ADJ
issue-383	303	89	studies	study	NOUN
issue-383	303	90	77	77	NUM
issue-383	303	91	vol	vol	NOUN
issue-383	303	92	.	.	PROPN
issue-383	304	1	4	4	NUM
issue-383	304	2	,	,	PUNCT
issue-383	304	3	no	no	INTJ
issue-383	304	4	.	.	NOUN
issue-383	304	5	2	2	NUM
issue-383	304	6	,	,	PUNCT
issue-383	304	7	2018	2018	NUM
issue-383	304	8	references	reference	NOUN
issue-383	304	9	:	:	PUNCT
issue-383	304	10	dolishnii	dolishnii	ADJ
issue-383	304	11	,	,	PUNCT
issue-383	304	12	м.і	м.і	PROPN
issue-383	304	13	.	.	PUNCT
issue-383	304	14	(	(	PUNCT
issue-383	304	15	2006	2006	NUM
issue-383	304	16	)	)	PUNCT
issue-383	304	17	rehionalna	rehionalna	ADJ
issue-383	304	18	polityka	polityka	NOUN
issue-383	304	19	na	na	PART
issue-383	304	20	rubezhi	rubezhi	PROPN
issue-383	304	21	хх	хх	PROPN
issue-383	304	22	-	-	PUNCT
issue-383	304	23	ххі	ххі	NOUN
issue-383	304	24	stolit	stolit	NOUN
issue-383	304	25	:	:	PUNCT
issue-383	304	26	novi	novi	PROPN
issue-383	304	27	priorytety	priorytety	NOUN
issue-383	304	28	.	.	PUNCT
issue-383	305	1	[	[	X
issue-383	305	2	regional	regional	ADJ
issue-383	305	3	policy	policy	NOUN
issue-383	305	4	at	at	ADP
issue-383	305	5	the	the	DET
issue-383	305	6	turn	turn	NOUN
issue-383	305	7	of	of	ADP
issue-383	305	8	xx	xx	NUM
issue-383	305	9	-	-	PUNCT
issue-383	305	10	xxi	xxi	ADJ
issue-383	305	11	centuries	century	NOUN
issue-383	305	12	:	:	PUNCT
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issue-383	306	2	priorities	priority	NOUN
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issue-383	306	4	.	.	PUNCT
issue-383	307	1	kyiv	kyiv	ADJ
issue-383	307	2	:	:	PUNCT
issue-383	307	3	scientific	scientific	ADJ
issue-383	307	4	thought	thought	NOUN
issue-383	307	5	,	,	PUNCT
issue-383	307	6	512	512	NUM
issue-383	307	7	[	[	PUNCT
issue-383	307	8	in	in	ADP
issue-383	307	9	ukrainian	ukrainian	PROPN
issue-383	307	10	]	]	PUNCT
issue-383	307	11	.	.	PUNCT
issue-383	308	1	lundvall	lundvall	PROPN
issue-383	308	2	,	,	PUNCT
issue-383	308	3	b.a	b.a	PROPN
issue-383	308	4	.	.	PROPN
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issue-383	308	7	)	)	PUNCT
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issue-383	308	9	systems	system	NOUN
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issue-383	308	11	innovation	innovation	NOUN
issue-383	308	12	:	:	PUNCT
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issue-383	308	14	a	a	DET
issue-383	308	15	theory	theory	NOUN
issue-383	308	16	of	of	ADP
issue-383	308	17	innovation	innovation	NOUN
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issue-383	308	21	.	.	PUNCT
issue-383	309	1	london	london	PROPN
issue-383	309	2	:	:	PUNCT
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issue-383	309	5	,	,	PUNCT
issue-383	309	6	342	342	NUM
issue-383	309	7	[	[	PUNCT
issue-383	309	8	in	in	ADP
issue-383	309	9	english	english	PROPN
issue-383	309	10	]	]	PUNCT
issue-383	309	11	.	.	PUNCT
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issue-383	310	3	on	on	ADP
issue-383	310	4	european	european	ADJ
issue-383	310	5	innovation	innovation	NOUN
issue-383	310	6	scoreboard	scoreboard	ADJ
issue-383	310	7	2017	2017	NUM
issue-383	310	8	.	.	PUNCT
issue-383	311	1	retrieved	retrieve	VERB
issue-383	311	2	from	from	ADP
issue-383	311	3	:	:	PUNCT
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issue-383	312	1	[	[	X
issue-383	312	2	in	in	ADP
issue-383	312	3	english	english	PROPN
issue-383	312	4	]	]	PUNCT
issue-383	312	5	.	.	PUNCT
issue-383	313	1	peresada	peresada	PROPN
issue-383	313	2	,	,	PUNCT
issue-383	313	3	а.а	а.а	PROPN
issue-383	313	4	.	.	PROPN
issue-383	313	5	(	(	PUNCT
issue-383	313	6	2002	2002	NUM
issue-383	313	7	)	)	PUNCT
issue-383	313	8	.	.	PUNCT
issue-383	314	1	upravlinnia	upravlinnia	PROPN
issue-383	314	2	investytsiinym	investytsiinym	PROPN
issue-383	314	3	protsesom	protsesom	NOUN
issue-383	315	1	[	[	X
issue-383	315	2	investment	investment	NOUN
issue-383	315	3	process	process	NOUN
issue-383	315	4	management	management	NOUN
issue-383	315	5	]	]	PUNCT
issue-383	315	6	kyiv	kyiv	ADJ
issue-383	315	7	:	:	PUNCT
issue-383	315	8	libra	libra	NOUN
issue-383	315	9	,	,	PUNCT
issue-383	315	10	472	472	NUM
issue-383	315	11	[	[	PUNCT
issue-383	315	12	in	in	ADP
issue-383	315	13	ukrainian	ukrainian	PROPN
issue-383	315	14	]	]	PUNCT
issue-383	315	15	.	.	PUNCT
issue-383	316	1	strahl	strahl	PROPN
issue-383	316	2	d.	d.	PROPN
issue-383	316	3	(	(	PUNCT
issue-383	316	4	2007	2007	NUM
issue-383	316	5	)	)	PUNCT
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issue-383	317	1	efektywności	efektywności	PROPN
issue-383	318	1	innowacyjności	innowacyjności	PROPN
issue-383	319	1	w	w	PROPN
issue-383	320	1	hierar	hierar	NOUN
issue-383	320	2	-	-	PUNCT
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issue-383	320	4	przekroju	przekroju	PROPN
issue-383	320	5	regionalnym	regionalnym	PROPN
issue-383	320	6	z	z	PROPN
issue-383	320	7	wykorzystaniem	wykorzystaniem	PROPN
issue-383	320	8	european	european	PROPN
issue-383	320	9	innovation	innovation	PROPN
issue-383	320	10	scoreboard	scoreboard	PROPN
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issue-383	321	2	naukowe	naukowe	PROPN
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issue-383	321	4	ekonomicznej	ekonomicznej	NOUN
issue-383	321	5	we	we	PRON
issue-383	321	6	wrocławiu	wrocławiu	VERB
issue-383	321	7	.	.	PUNCT
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issue-383	322	2	,	,	PUNCT
issue-383	322	3	19	19	NUM
issue-383	322	4	,	,	PUNCT
issue-383	322	5	9	9	NUM
issue-383	322	6	-	-	SYM
issue-383	322	7	18	18	NUM
issue-383	323	1	[	[	PUNCT
issue-383	323	2	in	in	ADP
issue-383	323	3	polish	polish	NOUN
issue-383	323	4	]	]	PUNCT
issue-383	323	5	.	.	PUNCT
issue-383	324	1	storonianska	storonianska	PROPN
issue-383	324	2	,	,	PUNCT
issue-383	324	3	і.z	і.z	PROPN
issue-383	324	4	.	.	PROPN
issue-383	324	5	(	(	PUNCT
issue-383	324	6	2009	2009	NUM
issue-383	324	7	)	)	PUNCT
issue-383	324	8	mizhrehionalni	mizhrehionalni	NOUN
issue-383	324	9	intehratsiini	intehratsiini	NOUN
issue-383	324	10	protsesy	protsesy	VERB
issue-383	324	11	v	v	ADP
issue-383	324	12	ukraini	ukraini	NOUN
issue-383	324	13	:	:	PUNCT
issue-383	324	14	tendentsii	tendentsii	NOUN
issue-383	324	15	ta	ta	X
issue-383	324	16	perspektyvy	perspektyvy	PROPN
issue-383	324	17	rozvytku	rozvytku	NOUN
issue-383	325	1	[	[	X
issue-383	325	2	interregional	interregional	ADJ
issue-383	325	3	integration	integration	NOUN
issue-383	325	4	processes	process	NOUN
issue-383	325	5	in	in	ADP
issue-383	325	6	ukraine	ukraine	NOUN
issue-383	325	7	:	:	PUNCT
issue-383	325	8	trends	trend	NOUN
issue-383	325	9	and	and	CCONJ
issue-383	325	10	development	development	NOUN
issue-383	325	11	prospects	prospect	NOUN
issue-383	325	12	]	]	PUNCT
issue-383	325	13	.	.	PUNCT
issue-383	326	1	lviv	lviv	PROPN
issue-383	326	2	:	:	PUNCT
issue-383	326	3	institute	institute	NOUN
issue-383	326	4	for	for	ADP
issue-383	326	5	regional	regional	ADJ
issue-383	326	6	studies	study	NOUN
issue-383	326	7	of	of	ADP
issue-383	326	8	the	the	DET
issue-383	326	9	national	national	PROPN
issue-383	326	10	academy	academy	PROPN
issue-383	326	11	of	of	ADP
issue-383	326	12	sciences	sciences	PROPN
issue-383	326	13	of	of	ADP
issue-383	326	14	ukraine	ukraine	NOUN
issue-383	326	15	,	,	PUNCT
issue-383	326	16	392	392	NUM
issue-383	326	17	[	[	PUNCT
issue-383	326	18	in	in	ADP
issue-383	326	19	ukrainian	ukrainian	PROPN
issue-383	326	20	]	]	X
issue-383	326	21	.	.	PUNCT
issue-383	327	1	–	–	PUNCT
issue-383	327	2	too	too	ADV
issue-383	327	3	many	many	ADJ
issue-383	327	4	indicators	indicator	NOUN
issue-383	327	5	determine	determine	VERB
issue-383	327	6	innovations	innovation	NOUN
issue-383	327	7	in	in	ADP
issue-383	327	8	hightech	hightech	NOUN
issue-383	327	9	industries	industry	NOUN
issue-383	327	10	.	.	PUNCT
issue-383	328	1	it	it	PRON
issue-383	328	2	shifts	shift	VERB
issue-383	328	3	the	the	DET
issue-383	328	4	innovation	innovation	NOUN
issue-383	328	5	indicators	indicator	NOUN
issue-383	328	6	on	on	ADP
issue-383	328	7	behalf	behalf	NOUN
issue-383	328	8	of	of	ADP
issue-383	328	9	those	those	DET
issue-383	328	10	countries	country	NOUN
issue-383	328	11	that	that	PRON
issue-383	328	12	specialize	specialize	VERB
issue-383	328	13	in	in	ADP
issue-383	328	14	high	high	ADJ
issue-383	328	15	-	-	PUNCT
issue-383	328	16	tech	tech	NOUN
issue-383	328	17	industries	industry	NOUN
issue-383	328	18	,	,	PUNCT
issue-383	328	19	in	in	ADP
issue-383	328	20	particular	particular	ADJ
issue-383	328	21	,	,	PUNCT
issue-383	328	22	in	in	ADP
issue-383	328	23	high	high	ADJ
issue-383	328	24	-	-	PUNCT
issue-383	328	25	quality	quality	NOUN
issue-383	328	26	production	production	NOUN
issue-383	328	27	;	;	PUNCT
issue-383	328	28	–	–	PUNCT
issue-383	328	29	many	many	ADJ
issue-383	328	30	indicators	indicator	NOUN
issue-383	328	31	are	be	AUX
issue-383	328	32	highly	highly	ADV
issue-383	328	33	correlated	correlate	VERB
issue-383	328	34	,	,	PUNCT
issue-383	328	35	and	and	CCONJ
issue-383	328	36	these	these	DET
issue-383	328	37	indicators	indicator	NOUN
issue-383	328	38	can	can	AUX
issue-383	328	39	thus	thus	ADV
issue-383	328	40	cover	cover	VERB
issue-383	328	41	and	and	CCONJ
issue-383	328	42	measure	measure	VERB
issue-383	328	43	the	the	DET
issue-383	328	44	same	same	ADJ
issue-383	328	45	aspect	aspect	NOUN
issue-383	328	46	of	of	ADP
issue-383	328	47	the	the	DET
issue-383	328	48	innovation	innovation	NOUN
issue-383	328	49	process	process	NOUN
issue-383	328	50	;	;	PUNCT
issue-383	328	51	–	–	PUNCT
issue-383	328	52	many	many	ADJ
issue-383	328	53	indicators	indicator	NOUN
issue-383	328	54	for	for	ADP
issue-383	328	55	ukrainian	ukrainian	ADJ
issue-383	328	56	statistics	statistic	NOUN
issue-383	328	57	are	be	AUX
issue-383	328	58	not	not	PART
issue-383	328	59	available	available	ADJ
issue-383	328	60	and	and	CCONJ
issue-383	328	61	,	,	PUNCT
issue-383	328	62	therefore	therefore	ADV
issue-383	328	63	,	,	PUNCT
issue-383	328	64	missing	miss	VERB
issue-383	328	65	data	datum	NOUN
issue-383	328	66	can	can	AUX
issue-383	328	67	jeopardize	jeopardize	VERB
issue-383	328	68	the	the	DET
issue-383	328	69	reliability	reliability	NOUN
issue-383	328	70	and	and	CCONJ
issue-383	328	71	correctness	correctness	NOUN
issue-383	328	72	of	of	ADP
issue-383	328	73	comparing	compare	VERB
issue-383	328	74	the	the	DET
issue-383	328	75	results	result	NOUN
issue-383	328	76	of	of	ADP
issue-383	328	77	ukraine	ukraine	NOUN
issue-383	328	78	’s	’s	PART
issue-383	328	79	innovation	innovation	NOUN
issue-383	328	80	activities	activity	NOUN
issue-383	328	81	with	with	ADP
issue-383	328	82	other	other	ADJ
issue-383	328	83	countries	country	NOUN
issue-383	328	84	;	;	PUNCT
issue-383	328	85	–	–	PUNCT
issue-383	328	86	for	for	ADP
issue-383	328	87	the	the	DET
issue-383	328	88	period	period	NOUN
issue-383	328	89	under	under	ADP
issue-383	328	90	the	the	DET
issue-383	328	91	study	study	NOUN
issue-383	328	92	,	,	PUNCT
issue-383	328	93	a	a	DET
issue-383	328	94	high	high	ADJ
issue-383	328	95	level	level	NOUN
issue-383	328	96	of	of	ADP
issue-383	328	97	innovation	innovation	NOUN
issue-383	328	98	is	be	AUX
issue-383	328	99	inherent	inherent	ADJ
issue-383	328	100	only	only	ADV
issue-383	328	101	in	in	ADP
issue-383	328	102	kyiv	kyiv	ADJ
issue-383	328	103	and	and	CCONJ
issue-383	328	104	kharkiv	kharkiv	PROPN
issue-383	328	105	regions	region	NOUN
issue-383	328	106	.	.	PUNCT
issue-383	329	1	all	all	DET
issue-383	329	2	other	other	ADJ
issue-383	329	3	regions	region	NOUN
issue-383	329	4	have	have	VERB
issue-383	329	5	values	value	NOUN
issue-383	329	6	lower	low	ADJ
issue-383	329	7	than	than	ADP
issue-383	329	8	0,25	0,25	NUM
issue-383	329	9	.	.	PUNCT
issue-383	330	1	accordingly	accordingly	ADV
issue-383	330	2	,	,	PUNCT
issue-383	330	3	it	it	PRON
issue-383	330	4	can	can	AUX
issue-383	330	5	be	be	AUX
issue-383	330	6	concluded	conclude	VERB
issue-383	330	7	that	that	SCONJ
issue-383	330	8	there	there	PRON
issue-383	330	9	is	be	VERB
issue-383	330	10	no	no	DET
issue-383	330	11	regional	regional	ADJ
issue-383	330	12	and	and	CCONJ
issue-383	330	13	state	state	NOUN
issue-383	330	14	policy	policy	NOUN
issue-383	330	15	to	to	PART
issue-383	330	16	stimulate	stimulate	VERB
issue-383	330	17	and	and	CCONJ
issue-383	330	18	support	support	VERB
issue-383	330	19	innovation	innovation	NOUN
issue-383	330	20	,	,	PUNCT
issue-383	330	21	as	as	SCONJ
issue-383	330	22	the	the	DET
issue-383	330	23	costs	cost	NOUN
issue-383	330	24	for	for	ADP
issue-383	330	25	them	they	PRON
issue-383	330	26	are	be	AUX
issue-383	330	27	too	too	ADV
issue-383	330	28	scanty	scanty	ADJ
issue-383	330	29	,	,	PUNCT
issue-383	330	30	especially	especially	ADV
issue-383	330	31	on	on	ADP
issue-383	330	32	a	a	DET
issue-383	330	33	regional	regional	ADJ
issue-383	330	34	scale	scale	NOUN
issue-383	330	35	.	.	PUNCT
issue-383	331	1	all	all	DET
issue-383	331	2	funds	fund	NOUN
issue-383	331	3	for	for	ADP
issue-383	331	4	innovation	innovation	NOUN
issue-383	331	5	remain	remain	VERB
issue-383	331	6	in	in	ADP
issue-383	331	7	the	the	DET
issue-383	331	8	centre	centre	NOUN
issue-383	331	9	,	,	PUNCT
issue-383	331	10	thus	thus	ADV
issue-383	331	11	,	,	PUNCT
issue-383	331	12	stimulating	stimulate	VERB
issue-383	331	13	the	the	DET
issue-383	331	14	development	development	NOUN
issue-383	331	15	of	of	ADP
issue-383	331	16	the	the	DET
issue-383	331	17	economy	economy	NOUN
issue-383	331	18	of	of	ADP
issue-383	331	19	the	the	DET
issue-383	331	20	regions	region	NOUN
issue-383	331	21	of	of	ADP
issue-383	331	22	ukraine	ukraine	NOUN
issue-383	331	23	on	on	ADP
issue-383	331	24	the	the	DET
issue-383	331	25	principle	principle	NOUN
issue-383	331	26	of	of	ADP
issue-383	331	27	“	"	PUNCT
issue-383	331	28	centreperiphery	centreperiphery	NOUN
issue-383	331	29	”	"	PUNCT
issue-383	331	30	;	;	PUNCT
issue-383	331	31	–	–	PUNCT
issue-383	331	32	according	accord	VERB
issue-383	331	33	to	to	ADP
issue-383	331	34	the	the	DET
issue-383	331	35	evaluation	evaluation	NOUN
issue-383	331	36	results	result	NOUN
issue-383	331	37	of	of	ADP
issue-383	331	38	the	the	DET
issue-383	331	39	innovations	innovation	NOUN
issue-383	331	40	implementation	implementation	NOUN
issue-383	331	41	,	,	PUNCT
issue-383	331	42	the	the	DET
issue-383	331	43	leading	lead	VERB
issue-383	331	44	positions	position	NOUN
issue-383	331	45	occupy	occupy	VERB
issue-383	331	46	kharkiv	kharkiv	PROPN
issue-383	331	47	region	region	PROPN
issue-383	331	48	,	,	PUNCT
issue-383	331	49	kyiv	kyiv	ADJ
issue-383	331	50	and	and	CCONJ
issue-383	331	51	sevastopol	sevastopol	PROPN
issue-383	331	52	cities	city	NOUN
issue-383	331	53	.	.	PUNCT
issue-383	332	1	somewhat	somewhat	ADV
issue-383	332	2	higher	high	ADJ
issue-383	332	3	values	value	NOUN
issue-383	332	4	compared	compare	VERB
issue-383	332	5	to	to	ADP
issue-383	332	6	the	the	DET
issue-383	332	7	input	input	NOUN
issue-383	332	8	index	index	NOUN
issue-383	332	9	have	have	VERB
issue-383	332	10	zaporizhzhia	zaporizhzhia	PROPN
issue-383	332	11	,	,	PUNCT
issue-383	332	12	sumy	sumy	PROPN
issue-383	332	13	,	,	PUNCT
issue-383	332	14	odesa	odesa	PROPN
issue-383	332	15	,	,	PUNCT
issue-383	332	16	ivano	ivano	PROPN
issue-383	332	17	-	-	PUNCT
issue-383	332	18	frankivsk	frankivsk	NOUN
issue-383	332	19	,	,	PUNCT
issue-383	332	20	mykolaiv	mykolaiv	NOUN
issue-383	332	21	,	,	PUNCT
issue-383	332	22	and	and	CCONJ
issue-383	332	23	lviv	lviv	PROPN
issue-383	332	24	regions	region	NOUN
issue-383	332	25	.	.	PUNCT
issue-383	333	1	this	this	PRON
issue-383	333	2	testifies	testify	VERB
issue-383	333	3	to	to	ADP
issue-383	333	4	the	the	DET
issue-383	333	5	fact	fact	NOUN
issue-383	333	6	that	that	SCONJ
issue-383	333	7	innovation	innovation	NOUN
issue-383	333	8	,	,	PUNCT
issue-383	333	9	besides	besides	SCONJ
issue-383	333	10	financial	financial	ADJ
issue-383	333	11	-	-	PUNCT
issue-383	333	12	economic	economic	ADJ
issue-383	333	13	and	and	CCONJ
issue-383	333	14	educational	educational	ADJ
issue-383	333	15	factors	factor	NOUN
issue-383	333	16	,	,	PUNCT
issue-383	333	17	has	have	AUX
issue-383	333	18	an	an	DET
issue-383	333	19	impact	impact	NOUN
issue-383	333	20	,	,	PUNCT
issue-383	333	21	as	as	ADV
issue-383	333	22	well	well	ADV
issue-383	333	23	as	as	ADP
issue-383	333	24	other	other	ADJ
issue-383	333	25	,	,	PUNCT
issue-383	333	26	in	in	ADP
issue-383	333	27	particular	particular	ADJ
issue-383	333	28	,	,	PUNCT
issue-383	333	29	technological	technological	ADJ
issue-383	333	30	,	,	PUNCT
issue-383	333	31	organizational	organizational	ADJ
issue-383	333	32	-	-	PUNCT
issue-383	333	33	managerial	managerial	ADJ
issue-383	333	34	and	and	CCONJ
issue-383	333	35	,	,	PUNCT
issue-383	333	36	especially	especially	ADV
issue-383	333	37	,	,	PUNCT
issue-383	333	38	sociopsychological	sociopsychological	ADJ
issue-383	333	39	factors	factor	NOUN
issue-383	333	40	;	;	PUNCT
issue-383	333	41	–	–	PUNCT
issue-383	333	42	when	when	SCONJ
issue-383	333	43	calculating	calculate	VERB
issue-383	333	44	the	the	DET
issue-383	333	45	measure	measure	NOUN
issue-383	333	46	of	of	ADP
issue-383	333	47	the	the	DET
issue-383	333	48	effectiveness	effectiveness	NOUN
issue-383	333	49	of	of	ADP
issue-383	333	50	the	the	DET
issue-383	333	51	innovation	innovation	NOUN
issue-383	333	52	of	of	ADP
issue-383	333	53	the	the	DET
issue-383	333	54	regions	region	NOUN
issue-383	333	55	of	of	ADP
issue-383	333	56	ukraine	ukraine	NOUN
issue-383	333	57	for	for	ADP
issue-383	333	58	various	various	ADJ
issue-383	333	59	of	of	ADP
issue-383	333	60	them	they	PRON
issue-383	333	61	,	,	PUNCT
issue-383	333	62	it	it	PRON
issue-383	333	63	is	be	AUX
issue-383	333	64	established	establish	VERB
issue-383	333	65	that	that	SCONJ
issue-383	333	66	this	this	DET
issue-383	333	67	magnitude	magnitude	NOUN
issue-383	333	68	affects	affect	VERB
issue-383	333	69	the	the	DET
issue-383	333	70	place	place	NOUN
issue-383	333	71	of	of	ADP
issue-383	333	72	the	the	DET
issue-383	333	73	region	region	NOUN
issue-383	333	74	in	in	ADP
issue-383	333	75	the	the	DET
issue-383	333	76	classification	classification	NOUN
issue-383	333	77	of	of	ADP
issue-383	333	78	regions	region	NOUN
issue-383	333	79	of	of	ADP
issue-383	333	80	ukraine	ukraine	NOUN
issue-383	333	81	in	in	ADP
issue-383	333	82	view	view	NOUN
issue-383	333	83	of	of	ADP
issue-383	333	84	the	the	DET
issue-383	333	85	chosen	choose	VERB
issue-383	333	86	method	method	NOUN
issue-383	333	87	of	of	ADP
issue-383	333	88	the	the	DET
issue-383	333	89	ratio	ratio	NOUN
issue-383	333	90	of	of	ADP
issue-383	333	91	input	input	NOUN
issue-383	333	92	and	and	CCONJ
issue-383	333	93	output	output	NOUN
issue-383	333	94	indices	index	NOUN
issue-383	333	95	.	.	PUNCT
issue-383	334	1	moreover	moreover	ADV
issue-383	334	2	,	,	PUNCT
issue-383	334	3	when	when	SCONJ
issue-383	334	4	approaching	approach	VERB
issue-383	334	5	α	α	NOUN
issue-383	334	6	to	to	ADP
issue-383	334	7	0	0	NUM
issue-383	334	8	or	or	CCONJ
issue-383	334	9	1	1	NUM
issue-383	334	10	,	,	PUNCT
issue-383	334	11	the	the	DET
issue-383	334	12	regions	region	NOUN
issue-383	334	13	are	be	AUX
issue-383	334	14	concentrated	concentrate	VERB
issue-383	334	15	in	in	ADP
issue-383	334	16	one	one	NUM
issue-383	334	17	of	of	ADP
issue-383	334	18	the	the	DET
issue-383	334	19	classes	class	NOUN
issue-383	334	20	.	.	PUNCT
issue-383	335	1	if	if	SCONJ
issue-383	335	2	α	α	PRON
issue-383	335	3	is	be	AUX
issue-383	335	4	inside	inside	ADP
issue-383	335	5	the	the	DET
issue-383	335	6	range	range	NOUN
issue-383	335	7	between	between	ADP
issue-383	335	8	0	0	NUM
issue-383	335	9	and	and	CCONJ
issue-383	335	10	1	1	NUM
issue-383	335	11	,	,	PUNCT
issue-383	335	12	then	then	ADV
issue-383	335	13	the	the	DET
issue-383	335	14	regions	region	NOUN
issue-383	335	15	are	be	AUX
issue-383	335	16	sprayed	spray	VERB
issue-383	335	17	across	across	ADP
issue-383	335	18	different	different	ADJ
issue-383	335	19	classes	class	NOUN
issue-383	335	20	;	;	PUNCT
issue-383	335	21	–	–	PUNCT
issue-383	335	22	in	in	ADP
issue-383	335	23	determining	determine	VERB
issue-383	335	24	the	the	DET
issue-383	335	25	measure	measure	NOUN
issue-383	335	26	of	of	ADP
issue-383	335	27	the	the	DET
issue-383	335	28	effectiveness	effectiveness	NOUN
issue-383	335	29	of	of	ADP
issue-383	335	30	innovation	innovation	NOUN
issue-383	335	31	in	in	ADP
issue-383	335	32	the	the	DET
issue-383	335	33	national	national	ADJ
issue-383	335	34	context	context	NOUN
issue-383	335	35	,	,	PUNCT
issue-383	335	36	it	it	PRON
issue-383	335	37	is	be	AUX
issue-383	335	38	suggested	suggest	VERB
issue-383	335	39	that	that	SCONJ
issue-383	335	40	the	the	DET
issue-383	335	41	indicator	indicator	NOUN
issue-383	335	42	α	α	PROPN
issue-383	335	43	can	can	AUX
issue-383	335	44	be	be	AUX
issue-383	335	45	interpreted	interpret	VERB
issue-383	335	46	as	as	ADP
issue-383	335	47	the	the	DET
issue-383	335	48	regions	region	NOUN
issue-383	335	49	innovativeness	innovativeness	VERB
issue-383	335	50	multiplier	multiplier	ADV
issue-383	335	51	.	.	PUNCT
issue-383	336	1	its	its	PRON
issue-383	336	2	value	value	NOUN
issue-383	336	3	directly	directly	ADV
issue-383	336	4	determines	determine	VERB
issue-383	336	5	the	the	DET
issue-383	336	6	position	position	NOUN
issue-383	336	7	of	of	ADP
issue-383	336	8	the	the	DET
issue-383	336	9	country	country	NOUN
issue-383	336	10	with	with	ADP
issue-383	336	11	regard	regard	NOUN
issue-383	336	12	to	to	ADP
issue-383	336	13	the	the	DET
issue-383	336	14	effectiveness	effectiveness	NOUN
issue-383	336	15	of	of	ADP
issue-383	336	16	the	the	DET
issue-383	336	17	use	use	NOUN
issue-383	336	18	of	of	ADP
issue-383	336	19	innovations	innovation	NOUN
issue-383	336	20	in	in	ADP
issue-383	336	21	a	a	DET
issue-383	336	22	regional	regional	ADJ
issue-383	336	23	context	context	NOUN
issue-383	336	24	and	and	CCONJ
issue-383	336	25	,	,	PUNCT
issue-383	336	26	therefore	therefore	ADV
issue-383	336	27	,	,	PUNCT
issue-383	336	28	can	can	AUX
issue-383	336	29	serve	serve	VERB
issue-383	336	30	as	as	ADP
issue-383	336	31	a	a	DET
issue-383	336	32	benchmark	benchmark	NOUN
issue-383	336	33	for	for	ADP
issue-383	336	34	national	national	ADJ
issue-383	336	35	policy	policy	NOUN
issue-383	336	36	in	in	ADP
issue-383	336	37	this	this	DET
issue-383	336	38	aspect	aspect	NOUN
issue-383	336	39	.	.	PUNCT