id	sid	tid	token	lemma	pos
fennia-46476	1	1	urn	urn	NOUN
fennia-46476	1	2	:	:	PUNCT
fennia-46476	1	3	nbn	nbn	NOUN
fennia-46476	1	4	:	:	PUNCT
fennia-46476	1	5	fi	fi	NOUN
fennia-46476	1	6	:	:	PUNCT
fennia-46476	1	7	tsv	tsv	NOUN
fennia-46476	1	8	-	-	PUNCT
fennia-46476	1	9	oa46476	oa46476	NOUN
fennia-46476	1	10	doi	doi	NOUN
fennia-46476	1	11	:	:	PUNCT
fennia-46476	1	12	10.11143/46476	10.11143/46476	NUM
fennia-46476	1	13	geographical	geographical	ADJ
fennia-46476	1	14	and	and	CCONJ
fennia-46476	1	15	temporal	temporal	ADJ
fennia-46476	1	16	variation	variation	NOUN
fennia-46476	1	17	of	of	ADP
fennia-46476	1	18	regional	regional	ADJ
fennia-46476	1	19	development	development	NOUN
fennia-46476	1	20	and	and	CCONJ
fennia-46476	1	21	innovation	innovation	NOUN
fennia-46476	1	22	in	in	ADP
fennia-46476	1	23	finland	finland	PROPN
fennia-46476	1	24	teemu	teemu	PROPN
fennia-46476	1	25	makkonen	makkonen	PROPN
fennia-46476	1	26	and	and	CCONJ
fennia-46476	1	27	tommi	tommi	PROPN
fennia-46476	1	28	inkinen	inkinen	PROPN
fennia-46476	1	29	makkonen	makkonen	PROPN
fennia-46476	1	30	,	,	PUNCT
fennia-46476	1	31	teemu	teemu	PROPN
fennia-46476	1	32	&	&	CCONJ
fennia-46476	1	33	tommi	tommi	PROPN
fennia-46476	1	34	inkinen	inkinen	PROPN
fennia-46476	1	35	(	(	PUNCT
fennia-46476	1	36	2015	2015	NUM
fennia-46476	1	37	)	)	PUNCT
fennia-46476	1	38	.	.	PUNCT
fennia-46476	2	1	geographical	geographical	ADJ
fennia-46476	2	2	and	and	CCONJ
fennia-46476	2	3	temporal	temporal	ADJ
fennia-46476	2	4	variation	variation	NOUN
fennia-46476	2	5	of	of	ADP
fennia-46476	2	6	regional	regional	ADJ
fennia-46476	2	7	development	development	NOUN
fennia-46476	2	8	and	and	CCONJ
fennia-46476	2	9	innovation	innovation	NOUN
fennia-46476	2	10	in	in	ADP
fennia-46476	2	11	finland	finland	PROPN
fennia-46476	2	12	.	.	PUNCT
fennia-46476	3	1	fennia	fennia	PROPN
fennia-46476	3	2	193	193	NUM
fennia-46476	3	3	:	:	SYM
fennia-46476	3	4	1	1	NUM
fennia-46476	3	5	,	,	PUNCT
fennia-46476	3	6	134	134	NUM
fennia-46476	3	7	–	–	PUNCT
fennia-46476	3	8	147	147	NUM
fennia-46476	3	9	.	.	PUNCT
fennia-46476	4	1	issn	issn	PROPN
fennia-46476	4	2	1798	1798	NUM
fennia-46476	4	3	-	-	SYM
fennia-46476	4	4	5617	5617	NUM
fennia-46476	4	5	.	.	PUNCT
fennia-46476	5	1	variations	variation	NOUN
fennia-46476	5	2	in	in	ADP
fennia-46476	5	3	regional	regional	ADJ
fennia-46476	5	4	development	development	NOUN
fennia-46476	5	5	are	be	AUX
fennia-46476	5	6	basically	basically	ADV
fennia-46476	5	7	carried	carry	VERB
fennia-46476	5	8	forward	forward	ADV
fennia-46476	5	9	by	by	ADP
fennia-46476	5	10	technological	technological	ADJ
fennia-46476	5	11	development	development	NOUN
fennia-46476	5	12	together	together	ADV
fennia-46476	5	13	with	with	ADP
fennia-46476	5	14	spatial	spatial	ADJ
fennia-46476	5	15	concentrations	concentration	NOUN
fennia-46476	5	16	of	of	ADP
fennia-46476	5	17	production	production	NOUN
fennia-46476	5	18	and	and	CCONJ
fennia-46476	5	19	finance	finance	NOUN
fennia-46476	5	20	.	.	PUNCT
fennia-46476	6	1	the	the	DET
fennia-46476	6	2	main	main	ADJ
fennia-46476	6	3	argument	argument	NOUN
fennia-46476	6	4	behind	behind	ADP
fennia-46476	6	5	this	this	DET
fennia-46476	6	6	paper	paper	NOUN
fennia-46476	6	7	is	be	AUX
fennia-46476	6	8	that	that	PRON
fennia-46476	6	9	innovation	innovation	NOUN
fennia-46476	6	10	and	and	CCONJ
fennia-46476	6	11	regional	regional	ADJ
fennia-46476	6	12	development	development	NOUN
fennia-46476	6	13	variables	variable	NOUN
fennia-46476	6	14	have	have	VERB
fennia-46476	6	15	temporal	temporal	ADJ
fennia-46476	6	16	variations	variation	NOUN
fennia-46476	6	17	in	in	ADP
fennia-46476	6	18	a	a	DET
fennia-46476	6	19	spatial	spatial	ADJ
fennia-46476	6	20	context	context	NOUN
fennia-46476	6	21	.	.	PUNCT
fennia-46476	7	1	analysis	analysis	NOUN
fennia-46476	7	2	was	be	AUX
fennia-46476	7	3	conducted	conduct	VERB
fennia-46476	7	4	using	use	VERB
fennia-46476	7	5	principal	principal	ADJ
fennia-46476	7	6	component	component	NOUN
fennia-46476	7	7	indices	index	NOUN
fennia-46476	7	8	from	from	ADP
fennia-46476	7	9	the	the	DET
fennia-46476	7	10	years	year	NOUN
fennia-46476	7	11	1995–2007	1995–2007	NUM
fennia-46476	7	12	to	to	PART
fennia-46476	7	13	provide	provide	VERB
fennia-46476	7	14	a	a	DET
fennia-46476	7	15	temporal	temporal	ADJ
fennia-46476	7	16	trend	trend	NOUN
fennia-46476	7	17	perspective	perspective	NOUN
fennia-46476	7	18	of	of	ADP
fennia-46476	7	19	the	the	DET
fennia-46476	7	20	most	most	ADV
fennia-46476	7	21	successful	successful	ADJ
fennia-46476	7	22	locations	location	NOUN
fennia-46476	7	23	in	in	ADP
fennia-46476	7	24	innovation	innovation	NOUN
fennia-46476	7	25	activity	activity	NOUN
fennia-46476	7	26	and	and	CCONJ
fennia-46476	7	27	regional	regional	ADJ
fennia-46476	7	28	development	development	NOUN
fennia-46476	7	29	.	.	PUNCT
fennia-46476	8	1	availability	availability	NOUN
fennia-46476	8	2	of	of	ADP
fennia-46476	8	3	an	an	DET
fennia-46476	8	4	extensive	extensive	ADJ
fennia-46476	8	5	workforce	workforce	NOUN
fennia-46476	8	6	,	,	PUNCT
fennia-46476	8	7	income	income	NOUN
fennia-46476	8	8	and	and	CCONJ
fennia-46476	8	9	higher	high	ADJ
fennia-46476	8	10	education	education	NOUN
fennia-46476	8	11	have	have	AUX
fennia-46476	8	12	steadily	steadily	ADV
fennia-46476	8	13	been	be	AUX
fennia-46476	8	14	the	the	DET
fennia-46476	8	15	most	most	ADJ
fennia-46476	8	16	“	"	PUNCT
fennia-46476	8	17	distinct	distinct	ADJ
fennia-46476	8	18	”	"	PUNCT
fennia-46476	8	19	variables	variable	NOUN
fennia-46476	8	20	corresponding	correspond	VERB
fennia-46476	8	21	to	to	ADP
fennia-46476	8	22	regional	regional	ADJ
fennia-46476	8	23	development	development	NOUN
fennia-46476	8	24	in	in	ADP
fennia-46476	8	25	finland	finland	PROPN
fennia-46476	8	26	,	,	PUNCT
fennia-46476	8	27	whereas	whereas	SCONJ
fennia-46476	8	28	innovation	innovation	NOUN
fennia-46476	8	29	occupies	occupy	VERB
fennia-46476	8	30	a	a	DET
fennia-46476	8	31	stable	stable	ADJ
fennia-46476	8	32	middling	middling	ADJ
fennia-46476	8	33	position	position	NOUN
fennia-46476	8	34	among	among	ADP
fennia-46476	8	35	explanative	explanative	ADJ
fennia-46476	8	36	variables	variable	NOUN
fennia-46476	8	37	.	.	PUNCT
fennia-46476	9	1	regional	regional	ADJ
fennia-46476	9	2	development	development	NOUN
fennia-46476	9	3	and	and	CCONJ
fennia-46476	9	4	innovation	innovation	NOUN
fennia-46476	9	5	activity	activity	NOUN
fennia-46476	9	6	is	be	AUX
fennia-46476	9	7	still	still	ADV
fennia-46476	9	8	concentrated	concentrate	VERB
fennia-46476	9	9	in	in	ADP
fennia-46476	9	10	the	the	DET
fennia-46476	9	11	core	core	NOUN
fennia-46476	9	12	urban	urban	ADJ
fennia-46476	9	13	regions	region	NOUN
fennia-46476	9	14	,	,	PUNCT
fennia-46476	9	15	but	but	CCONJ
fennia-46476	9	16	this	this	DET
fennia-46476	9	17	tendency	tendency	NOUN
fennia-46476	9	18	has	have	AUX
fennia-46476	9	19	lost	lose	VERB
fennia-46476	9	20	at	at	ADP
fennia-46476	9	21	least	least	ADJ
fennia-46476	9	22	some	some	PRON
fennia-46476	9	23	of	of	ADP
fennia-46476	9	24	its	its	PRON
fennia-46476	9	25	importance	importance	NOUN
fennia-46476	9	26	.	.	PUNCT
fennia-46476	10	1	keywords	keyword	NOUN
fennia-46476	10	2	:	:	PUNCT
fennia-46476	10	3	education	education	NOUN
fennia-46476	10	4	,	,	PUNCT
fennia-46476	10	5	finland	finland	PROPN
fennia-46476	10	6	,	,	PUNCT
fennia-46476	10	7	innovation	innovation	NOUN
fennia-46476	10	8	,	,	PUNCT
fennia-46476	10	9	local	local	ADJ
fennia-46476	10	10	administrative	administrative	ADJ
fennia-46476	10	11	unit	unit	NOUN
fennia-46476	10	12	,	,	PUNCT
fennia-46476	10	13	principal	principal	ADJ
fennia-46476	10	14	component	component	NOUN
fennia-46476	10	15	analysis	analysis	NOUN
fennia-46476	10	16	,	,	PUNCT
fennia-46476	10	17	regional	regional	ADJ
fennia-46476	10	18	development	development	PROPN
fennia-46476	10	19	teemu	teemu	PROPN
fennia-46476	10	20	makkonen	makkonen	PROPN
fennia-46476	10	21	,	,	PUNCT
fennia-46476	10	22	department	department	NOUN
fennia-46476	10	23	of	of	ADP
fennia-46476	10	24	border	border	NOUN
fennia-46476	10	25	region	region	NOUN
fennia-46476	10	26	studies	study	NOUN
fennia-46476	10	27	,	,	PUNCT
fennia-46476	10	28	university	university	NOUN
fennia-46476	10	29	of	of	ADP
fennia-46476	10	30	southern	southern	ADJ
fennia-46476	10	31	denmark	denmark	PROPN
fennia-46476	10	32	,	,	PUNCT
fennia-46476	10	33	alsion	alsion	NOUN
fennia-46476	10	34	2	2	NUM
fennia-46476	10	35	,	,	PUNCT
fennia-46476	10	36	dk-6400	dk-6400	ADJ
fennia-46476	10	37	sønderborg	sønderborg	NOUN
fennia-46476	10	38	,	,	PUNCT
fennia-46476	10	39	denmark	denmark	NOUN
fennia-46476	10	40	.	.	PUNCT
fennia-46476	11	1	e	e	X
fennia-46476	11	2	-	-	NOUN
fennia-46476	11	3	mail	mail	NOUN
fennia-46476	11	4	:	:	PUNCT
fennia-46476	11	5	teemu@sam.sdu.dk	teemu@sam.sdu.dk	PROPN
fennia-46476	11	6	tommi	tommi	PROPN
fennia-46476	11	7	inkinen	inkinen	PROPN
fennia-46476	11	8	,	,	PUNCT
fennia-46476	11	9	department	department	NOUN
fennia-46476	11	10	of	of	ADP
fennia-46476	11	11	geosciences	geoscience	NOUN
fennia-46476	11	12	and	and	CCONJ
fennia-46476	11	13	geography	geography	NOUN
fennia-46476	11	14	,	,	PUNCT
fennia-46476	11	15	university	university	PROPN
fennia-46476	11	16	of	of	ADP
fennia-46476	11	17	helsinki	helsinki	PROPN
fennia-46476	11	18	,	,	PUNCT
fennia-46476	11	19	p.o	p.o	PROPN
fennia-46476	11	20	.	.	PROPN
fennia-46476	11	21	box	box	PROPN
fennia-46476	11	22	64	64	NUM
fennia-46476	11	23	,	,	PUNCT
fennia-46476	11	24	fi-00014	fi-00014	PROPN
fennia-46476	11	25	helsinki	helsinki	PROPN
fennia-46476	11	26	,	,	PUNCT
fennia-46476	11	27	finland	finland	PROPN
fennia-46476	11	28	.	.	PUNCT
fennia-46476	12	1	e	e	X
fennia-46476	12	2	-	-	NOUN
fennia-46476	12	3	mail	mail	NOUN
fennia-46476	12	4	:	:	PUNCT
fennia-46476	12	5	tommi.inkinen@helsinki.fi	tommi.inkinen@helsinki.fi	ADJ
fennia-46476	12	6	introduction	introduction	NOUN
fennia-46476	12	7	regional	regional	ADJ
fennia-46476	12	8	innovation	innovation	NOUN
fennia-46476	12	9	research	research	NOUN
fennia-46476	12	10	has	have	VERB
fennia-46476	12	11	an	an	DET
fennia-46476	12	12	extensive	extensive	ADJ
fennia-46476	12	13	and	and	CCONJ
fennia-46476	12	14	rich	rich	ADJ
fennia-46476	12	15	history	history	NOUN
fennia-46476	12	16	.	.	PUNCT
fennia-46476	13	1	as	as	ADP
fennia-46476	13	2	copus	copus	PROPN
fennia-46476	13	3	et	et	PROPN
fennia-46476	13	4	al	al	PROPN
fennia-46476	13	5	.	.	PROPN
fennia-46476	14	1	(	(	PUNCT
fennia-46476	14	2	2008	2008	NUM
fennia-46476	14	3	)	)	PUNCT
fennia-46476	14	4	have	have	AUX
fennia-46476	14	5	argued	argue	VERB
fennia-46476	14	6	,	,	PUNCT
fennia-46476	14	7	there	there	PRON
fennia-46476	14	8	are	be	VERB
fennia-46476	14	9	two	two	NUM
fennia-46476	14	10	lines	line	NOUN
fennia-46476	14	11	of	of	ADP
fennia-46476	14	12	tradition	tradition	NOUN
fennia-46476	14	13	for	for	ADP
fennia-46476	14	14	studying	study	VERB
fennia-46476	14	15	regional	regional	ADJ
fennia-46476	14	16	innovation	innovation	NOUN
fennia-46476	14	17	activity	activity	NOUN
fennia-46476	14	18	in	in	ADP
fennia-46476	14	19	contemporary	contemporary	ADJ
fennia-46476	14	20	literature	literature	NOUN
fennia-46476	14	21	:	:	PUNCT
fennia-46476	14	22	region	region	NOUN
fennia-46476	14	23	-	-	PUNCT
fennia-46476	14	24	focused	focus	VERB
fennia-46476	14	25	and	and	CCONJ
fennia-46476	14	26	firm	firm	ADJ
fennia-46476	14	27	-	-	PUNCT
fennia-46476	14	28	focused	focused	ADJ
fennia-46476	14	29	.	.	PUNCT
fennia-46476	15	1	thus	thus	ADV
fennia-46476	15	2	,	,	PUNCT
fennia-46476	15	3	there	there	PRON
fennia-46476	15	4	is	be	VERB
fennia-46476	15	5	a	a	DET
fennia-46476	15	6	dissonance	dissonance	NOUN
fennia-46476	15	7	in	in	ADP
fennia-46476	15	8	the	the	DET
fennia-46476	15	9	literature	literature	NOUN
fennia-46476	15	10	on	on	ADP
fennia-46476	15	11	which	which	PRON
fennia-46476	15	12	factors	factor	NOUN
fennia-46476	15	13	(	(	PUNCT
fennia-46476	15	14	region	region	NOUN
fennia-46476	15	15	-	-	PUNCT
fennia-46476	15	16	specific	specific	ADJ
fennia-46476	15	17	vs.	vs.	ADP
fennia-46476	15	18	firm	firm	NOUN
fennia-46476	15	19	-	-	PUNCT
fennia-46476	15	20	specific	specific	NOUN
fennia-46476	15	21	)	)	PUNCT
fennia-46476	15	22	are	be	AUX
fennia-46476	15	23	more	more	ADV
fennia-46476	15	24	significant	significant	ADJ
fennia-46476	15	25	in	in	ADP
fennia-46476	15	26	determining	determine	VERB
fennia-46476	15	27	the	the	DET
fennia-46476	15	28	total	total	ADJ
fennia-46476	15	29	innovativeness	innovativeness	NOUN
fennia-46476	15	30	of	of	ADP
fennia-46476	15	31	a	a	DET
fennia-46476	15	32	region	region	NOUN
fennia-46476	15	33	(	(	PUNCT
fennia-46476	15	34	sternberg	sternberg	PROPN
fennia-46476	15	35	&	&	CCONJ
fennia-46476	15	36	arndt	arndt	PROPN
fennia-46476	15	37	2001	2001	NUM
fennia-46476	15	38	)	)	PUNCT
fennia-46476	15	39	.	.	PUNCT
fennia-46476	16	1	following	follow	VERB
fennia-46476	16	2	international	international	ADJ
fennia-46476	16	3	trends	trend	NOUN
fennia-46476	16	4	(	(	PUNCT
fennia-46476	16	5	shearmur	shearmur	ADJ
fennia-46476	16	6	2011	2011	NUM
fennia-46476	16	7	)	)	PUNCT
fennia-46476	16	8	,	,	PUNCT
fennia-46476	16	9	finnish	finnish	ADJ
fennia-46476	16	10	innovation	innovation	NOUN
fennia-46476	16	11	research	research	NOUN
fennia-46476	16	12	has	have	AUX
fennia-46476	16	13	concentrated	concentrate	VERB
fennia-46476	16	14	on	on	ADP
fennia-46476	16	15	firms	firm	NOUN
fennia-46476	16	16	(	(	PUNCT
fennia-46476	16	17	ebersberger	ebersberger	X
fennia-46476	16	18	&	&	CCONJ
fennia-46476	16	19	lehtoranta	lehtoranta	PROPN
fennia-46476	16	20	2005	2005	NUM
fennia-46476	16	21	;	;	PUNCT
fennia-46476	16	22	simonen	simonen	PROPN
fennia-46476	16	23	&	&	CCONJ
fennia-46476	16	24	mccann	mccann	PROPN
fennia-46476	16	25	2010	2010	NUM
fennia-46476	16	26	)	)	PUNCT
fennia-46476	16	27	.	.	PUNCT
fennia-46476	17	1	still	still	ADV
fennia-46476	17	2	,	,	PUNCT
fennia-46476	17	3	arguably	arguably	ADV
fennia-46476	17	4	,	,	PUNCT
fennia-46476	17	5	the	the	DET
fennia-46476	17	6	overall	overall	ADJ
fennia-46476	17	7	innovation	innovation	NOUN
fennia-46476	17	8	performance	performance	NOUN
fennia-46476	17	9	is	be	AUX
fennia-46476	17	10	not	not	PART
fennia-46476	17	11	dependent	dependent	ADJ
fennia-46476	17	12	only	only	ADV
fennia-46476	17	13	on	on	ADP
fennia-46476	17	14	the	the	DET
fennia-46476	17	15	innovation	innovation	NOUN
fennia-46476	17	16	performance	performance	NOUN
fennia-46476	17	17	of	of	ADP
fennia-46476	17	18	firms	firm	NOUN
fennia-46476	17	19	,	,	PUNCT
fennia-46476	17	20	since	since	SCONJ
fennia-46476	17	21	regional	regional	ADJ
fennia-46476	17	22	knowledge	knowledge	NOUN
fennia-46476	17	23	resources	resource	NOUN
fennia-46476	17	24	,	,	PUNCT
fennia-46476	17	25	such	such	ADJ
fennia-46476	17	26	as	as	ADP
fennia-46476	17	27	the	the	DET
fennia-46476	17	28	existence	existence	NOUN
fennia-46476	17	29	of	of	ADP
fennia-46476	17	30	an	an	DET
fennia-46476	17	31	educated	educate	VERB
fennia-46476	17	32	workforce	workforce	NOUN
fennia-46476	17	33	and	and	CCONJ
fennia-46476	17	34	a	a	DET
fennia-46476	17	35	highly	highly	ADV
fennia-46476	17	36	developed	develop	VERB
fennia-46476	17	37	technology	technology	NOUN
fennia-46476	17	38	infrastructure	infrastructure	NOUN
fennia-46476	17	39	,	,	PUNCT
fennia-46476	17	40	are	be	AUX
fennia-46476	17	41	crucial	crucial	ADJ
fennia-46476	17	42	elements	element	NOUN
fennia-46476	17	43	for	for	ADP
fennia-46476	17	44	regional	regional	ADJ
fennia-46476	17	45	innovation	innovation	NOUN
fennia-46476	17	46	performance	performance	NOUN
fennia-46476	17	47	(	(	PUNCT
fennia-46476	17	48	doloreux	doloreux	PROPN
fennia-46476	17	49	2002	2002	NUM
fennia-46476	17	50	;	;	PUNCT
fennia-46476	17	51	fagerberg	fagerberg	PROPN
fennia-46476	17	52	2005	2005	NUM
fennia-46476	17	53	)	)	PUNCT
fennia-46476	17	54	.	.	PUNCT
fennia-46476	18	1	what	what	PRON
fennia-46476	18	2	is	be	AUX
fennia-46476	18	3	agreed	agree	VERB
fennia-46476	18	4	on	on	ADP
fennia-46476	18	5	in	in	ADP
fennia-46476	18	6	the	the	DET
fennia-46476	18	7	most	most	ADV
fennia-46476	18	8	empirical	empirical	ADJ
fennia-46476	18	9	research	research	NOUN
fennia-46476	18	10	on	on	ADP
fennia-46476	18	11	innovation	innovation	NOUN
fennia-46476	18	12	is	be	AUX
fennia-46476	18	13	that	that	SCONJ
fennia-46476	18	14	innovation	innovation	NOUN
fennia-46476	18	15	has	have	AUX
fennia-46476	18	16	been	be	AUX
fennia-46476	18	17	assumed	assume	VERB
fennia-46476	18	18	to	to	PART
fennia-46476	18	19	be	be	AUX
fennia-46476	18	20	an	an	DET
fennia-46476	18	21	important	important	ADJ
fennia-46476	18	22	driver	driver	NOUN
fennia-46476	18	23	of	of	ADP
fennia-46476	18	24	economic	economic	ADJ
fennia-46476	18	25	development	development	NOUN
fennia-46476	18	26	(	(	PUNCT
fennia-46476	18	27	e.g.	e.g.	ADV
fennia-46476	18	28	van	van	PROPN
fennia-46476	18	29	oort	oort	NOUN
fennia-46476	18	30	2002	2002	NUM
fennia-46476	18	31	;	;	PUNCT
fennia-46476	18	32	hasan	hasan	PROPN
fennia-46476	18	33	&	&	CCONJ
fennia-46476	18	34	tucci	tucci	PROPN
fennia-46476	18	35	2010	2010	NUM
fennia-46476	18	36	)	)	PUNCT
fennia-46476	18	37	.	.	PUNCT
fennia-46476	19	1	this	this	DET
fennia-46476	19	2	paper	paper	NOUN
fennia-46476	19	3	provides	provide	VERB
fennia-46476	19	4	a	a	DET
fennia-46476	19	5	regional	regional	ADJ
fennia-46476	19	6	case	case	NOUN
fennia-46476	19	7	study	study	NOUN
fennia-46476	19	8	analysis	analysis	NOUN
fennia-46476	19	9	from	from	ADP
fennia-46476	19	10	finland	finland	PROPN
fennia-46476	19	11	and	and	CCONJ
fennia-46476	19	12	attempts	attempt	VERB
fennia-46476	19	13	to	to	PART
fennia-46476	19	14	explain	explain	VERB
fennia-46476	19	15	temporal	temporal	ADJ
fennia-46476	19	16	and	and	CCONJ
fennia-46476	19	17	geographical	geographical	ADJ
fennia-46476	19	18	variations	variation	NOUN
fennia-46476	19	19	in	in	ADP
fennia-46476	19	20	regional	regional	ADJ
fennia-46476	19	21	development	development	NOUN
fennia-46476	19	22	and	and	CCONJ
fennia-46476	19	23	innovation	innovation	NOUN
fennia-46476	19	24	to	to	PART
fennia-46476	19	25	assess	assess	VERB
fennia-46476	19	26	these	these	DET
fennia-46476	19	27	statements	statement	NOUN
fennia-46476	19	28	on	on	ADP
fennia-46476	19	29	the	the	DET
fennia-46476	19	30	importance	importance	NOUN
fennia-46476	19	31	of	of	ADP
fennia-46476	19	32	innovation	innovation	NOUN
fennia-46476	19	33	in	in	ADP
fennia-46476	19	34	regional	regional	ADJ
fennia-46476	19	35	development	development	NOUN
fennia-46476	19	36	.	.	PUNCT
fennia-46476	20	1	the	the	DET
fennia-46476	20	2	choice	choice	NOUN
fennia-46476	20	3	of	of	ADP
fennia-46476	20	4	case	case	NOUN
fennia-46476	20	5	study	study	NOUN
fennia-46476	20	6	location	location	NOUN
fennia-46476	20	7	was	be	AUX
fennia-46476	20	8	motivated	motivate	VERB
fennia-46476	20	9	by	by	ADP
fennia-46476	20	10	finland	finland	PROPN
fennia-46476	20	11	’s	’s	PART
fennia-46476	20	12	measured	measure	VERB
fennia-46476	20	13	success	success	NOUN
fennia-46476	20	14	in	in	ADP
fennia-46476	20	15	international	international	ADJ
fennia-46476	20	16	comparisons	comparison	NOUN
fennia-46476	20	17	on	on	ADP
fennia-46476	20	18	innovation	innovation	NOUN
fennia-46476	20	19	,	,	PUNCT
fennia-46476	20	20	education	education	NOUN
fennia-46476	20	21	and	and	CCONJ
fennia-46476	20	22	other	other	ADJ
fennia-46476	20	23	variables	variable	NOUN
fennia-46476	20	24	of	of	ADP
fennia-46476	20	25	regional	regional	ADJ
fennia-46476	20	26	development	development	NOUN
fennia-46476	20	27	(	(	PUNCT
fennia-46476	20	28	e.g.	e.g.	ADV
fennia-46476	20	29	oinas	oina	NOUN
fennia-46476	20	30	2005	2005	NUM
fennia-46476	20	31	)	)	PUNCT
fennia-46476	20	32	.	.	PUNCT
fennia-46476	21	1	an	an	DET
fennia-46476	21	2	extensive	extensive	ADJ
fennia-46476	21	3	amount	amount	NOUN
fennia-46476	21	4	of	of	ADP
fennia-46476	21	5	work	work	NOUN
fennia-46476	21	6	has	have	AUX
fennia-46476	21	7	already	already	ADV
fennia-46476	21	8	been	be	AUX
fennia-46476	21	9	conducted	conduct	VERB
fennia-46476	21	10	concerning	concern	VERB
fennia-46476	21	11	regional	regional	ADJ
fennia-46476	21	12	development	development	NOUN
fennia-46476	21	13	and	and	CCONJ
fennia-46476	21	14	innovation	innovation	NOUN
fennia-46476	21	15	variables	variable	NOUN
fennia-46476	21	16	,	,	PUNCT
fennia-46476	21	17	but	but	CCONJ
fennia-46476	21	18	empirically	empirically	ADV
fennia-46476	21	19	they	they	PRON
fennia-46476	21	20	have	have	VERB
fennia-46476	21	21	fennia	fennia	NOUN
fennia-46476	21	22	193	193	NUM
fennia-46476	21	23	:	:	SYM
fennia-46476	21	24	1	1	NUM
fennia-46476	21	25	(	(	PUNCT
fennia-46476	21	26	2015	2015	NUM
fennia-46476	21	27	)	)	PUNCT
fennia-46476	21	28	135geographical	135geographical	ADJ
fennia-46476	21	29	and	and	CCONJ
fennia-46476	21	30	temporal	temporal	ADJ
fennia-46476	21	31	variation	variation	NOUN
fennia-46476	21	32	of	of	ADP
fennia-46476	21	33	regional	regional	ADJ
fennia-46476	21	34	development	development	NOUN
fennia-46476	21	35	...	...	PUNCT
fennia-46476	21	36	been	be	AUX
fennia-46476	21	37	studied	study	VERB
fennia-46476	21	38	separately	separately	ADV
fennia-46476	21	39	in	in	ADP
fennia-46476	21	40	finland	finland	PROPN
fennia-46476	21	41	.	.	PUNCT
fennia-46476	22	1	some	some	DET
fennia-46476	22	2	scholars	scholar	NOUN
fennia-46476	22	3	have	have	AUX
fennia-46476	22	4	addressed	address	VERB
fennia-46476	22	5	the	the	DET
fennia-46476	22	6	issue	issue	NOUN
fennia-46476	22	7	of	of	ADP
fennia-46476	22	8	development	development	NOUN
fennia-46476	22	9	and	and	CCONJ
fennia-46476	22	10	welfare	welfare	NOUN
fennia-46476	22	11	(	(	PUNCT
fennia-46476	22	12	siirilä	siirilä	NOUN
fennia-46476	22	13	et	et	PROPN
fennia-46476	22	14	al	al	PROPN
fennia-46476	22	15	.	.	PROPN
fennia-46476	22	16	2002	2002	NUM
fennia-46476	22	17	;	;	PUNCT
fennia-46476	22	18	lehtonen	lehtonen	PROPN
fennia-46476	22	19	&	&	CCONJ
fennia-46476	22	20	tykkyläinen	tykkyläinen	PROPN
fennia-46476	22	21	2010	2010	NUM
fennia-46476	22	22	)	)	PUNCT
fennia-46476	22	23	,	,	PUNCT
fennia-46476	22	24	whereas	whereas	SCONJ
fennia-46476	22	25	others	other	NOUN
fennia-46476	22	26	have	have	AUX
fennia-46476	22	27	concentrated	concentrate	VERB
fennia-46476	22	28	their	their	PRON
fennia-46476	22	29	attention	attention	NOUN
fennia-46476	22	30	on	on	ADP
fennia-46476	22	31	research	research	NOUN
fennia-46476	22	32	and	and	CCONJ
fennia-46476	22	33	development	development	NOUN
fennia-46476	22	34	(	(	PUNCT
fennia-46476	22	35	r&d	r&d	NOUN
fennia-46476	22	36	)	)	PUNCT
fennia-46476	22	37	and	and	CCONJ
fennia-46476	22	38	innovations	innovation	NOUN
fennia-46476	22	39	(	(	PUNCT
fennia-46476	22	40	piekkola	piekkola	NOUN
fennia-46476	22	41	2006	2006	NUM
fennia-46476	22	42	;	;	PUNCT
fennia-46476	22	43	valovirta	valovirta	PROPN
fennia-46476	22	44	et	et	PROPN
fennia-46476	22	45	al	al	PROPN
fennia-46476	22	46	.	.	PROPN
fennia-46476	22	47	2009	2009	NUM
fennia-46476	22	48	)	)	PUNCT
fennia-46476	22	49	.	.	PUNCT
fennia-46476	23	1	however	however	ADV
fennia-46476	23	2	,	,	PUNCT
fennia-46476	23	3	recent	recent	ADJ
fennia-46476	23	4	analysis	analysis	NOUN
fennia-46476	23	5	by	by	ADP
fennia-46476	23	6	makkonen	makkonen	PROPN
fennia-46476	23	7	(	(	PUNCT
fennia-46476	23	8	2011	2011	NUM
fennia-46476	23	9	)	)	PUNCT
fennia-46476	23	10	shows	show	VERB
fennia-46476	23	11	the	the	DET
fennia-46476	23	12	extent	extent	NOUN
fennia-46476	23	13	of	of	ADP
fennia-46476	23	14	interconnectedness	interconnectedness	NOUN
fennia-46476	23	15	between	between	ADP
fennia-46476	23	16	regional	regional	ADJ
fennia-46476	23	17	innovation	innovation	NOUN
fennia-46476	23	18	variables	variable	NOUN
fennia-46476	23	19	and	and	CCONJ
fennia-46476	23	20	other	other	ADJ
fennia-46476	23	21	regional	regional	ADJ
fennia-46476	23	22	variables	variable	NOUN
fennia-46476	23	23	of	of	ADP
fennia-46476	23	24	development	development	NOUN
fennia-46476	23	25	and	and	CCONJ
fennia-46476	23	26	concludes	conclude	VERB
fennia-46476	23	27	that	that	SCONJ
fennia-46476	23	28	they	they	PRON
fennia-46476	23	29	are	be	AUX
fennia-46476	23	30	significantly	significantly	ADV
fennia-46476	23	31	correlated	correlate	VERB
fennia-46476	23	32	,	,	PUNCT
fennia-46476	23	33	but	but	CCONJ
fennia-46476	23	34	with	with	ADP
fennia-46476	23	35	a	a	DET
fennia-46476	23	36	temporally	temporally	ADV
fennia-46476	23	37	limited	limit	VERB
fennia-46476	23	38	dataset	dataset	NOUN
fennia-46476	23	39	and	and	CCONJ
fennia-46476	23	40	without	without	ADP
fennia-46476	23	41	geographical	geographical	ADJ
fennia-46476	23	42	considerations	consideration	NOUN
fennia-46476	23	43	.	.	PUNCT
fennia-46476	24	1	this	this	DET
fennia-46476	24	2	paper	paper	NOUN
fennia-46476	24	3	explores	explore	VERB
fennia-46476	24	4	the	the	DET
fennia-46476	24	5	geographical	geographical	ADJ
fennia-46476	24	6	patterns	pattern	NOUN
fennia-46476	24	7	of	of	ADP
fennia-46476	24	8	innovation	innovation	NOUN
fennia-46476	24	9	and	and	CCONJ
fennia-46476	24	10	regional	regional	ADJ
fennia-46476	24	11	development	development	NOUN
fennia-46476	24	12	in	in	ADP
fennia-46476	24	13	finland	finland	PROPN
fennia-46476	24	14	by	by	ADP
fennia-46476	24	15	presenting	present	VERB
fennia-46476	24	16	the	the	DET
fennia-46476	24	17	results	result	NOUN
fennia-46476	24	18	of	of	ADP
fennia-46476	24	19	a	a	DET
fennia-46476	24	20	multivariate	multivariate	NOUN
fennia-46476	24	21	analysis	analysis	NOUN
fennia-46476	24	22	on	on	ADP
fennia-46476	24	23	the	the	DET
fennia-46476	24	24	relationship	relationship	NOUN
fennia-46476	24	25	between	between	ADP
fennia-46476	24	26	innovation	innovation	NOUN
fennia-46476	24	27	activity	activity	NOUN
fennia-46476	24	28	and	and	CCONJ
fennia-46476	24	29	regional	regional	ADJ
fennia-46476	24	30	development	development	NOUN
fennia-46476	24	31	in	in	ADP
fennia-46476	24	32	finland	finland	PROPN
fennia-46476	24	33	.	.	PUNCT
fennia-46476	25	1	it	it	PRON
fennia-46476	25	2	also	also	ADV
fennia-46476	25	3	provides	provide	VERB
fennia-46476	25	4	a	a	DET
fennia-46476	25	5	temporal	temporal	ADJ
fennia-46476	25	6	trend	trend	NOUN
fennia-46476	25	7	of	of	ADP
fennia-46476	25	8	the	the	DET
fennia-46476	25	9	most	most	ADV
fennia-46476	25	10	successful	successful	ADJ
fennia-46476	25	11	locations	location	NOUN
fennia-46476	25	12	in	in	ADP
fennia-46476	25	13	innovation	innovation	NOUN
fennia-46476	25	14	activity	activity	NOUN
fennia-46476	25	15	and	and	CCONJ
fennia-46476	25	16	regional	regional	ADJ
fennia-46476	25	17	development	development	NOUN
fennia-46476	25	18	.	.	PUNCT
fennia-46476	26	1	additionally	additionally	ADV
fennia-46476	26	2	,	,	PUNCT
fennia-46476	26	3	since	since	SCONJ
fennia-46476	26	4	the	the	DET
fennia-46476	26	5	strong	strong	ADJ
fennia-46476	26	6	finnish	finnish	ADJ
fennia-46476	26	7	geographical	geographical	ADJ
fennia-46476	26	8	tradition	tradition	NOUN
fennia-46476	26	9	on	on	ADP
fennia-46476	26	10	analysing	analyse	VERB
fennia-46476	26	11	regional	regional	ADJ
fennia-46476	26	12	development	development	NOUN
fennia-46476	26	13	with	with	ADP
fennia-46476	26	14	multivariate	multivariate	NOUN
fennia-46476	26	15	methods	method	NOUN
fennia-46476	26	16	seems	seem	VERB
fennia-46476	26	17	to	to	PART
fennia-46476	26	18	have	have	AUX
fennia-46476	26	19	almost	almost	ADV
fennia-46476	26	20	faded	fade	VERB
fennia-46476	26	21	away	away	ADV
fennia-46476	26	22	entirely	entirely	ADV
fennia-46476	26	23	,	,	PUNCT
fennia-46476	26	24	it	it	PRON
fennia-46476	26	25	is	be	AUX
fennia-46476	26	26	interesting	interesting	ADJ
fennia-46476	26	27	to	to	PART
fennia-46476	26	28	update	update	VERB
fennia-46476	26	29	the	the	DET
fennia-46476	26	30	discussion	discussion	NOUN
fennia-46476	26	31	on	on	ADP
fennia-46476	26	32	the	the	DET
fennia-46476	26	33	factors	factor	NOUN
fennia-46476	26	34	contributing	contribute	VERB
fennia-46476	26	35	to	to	ADP
fennia-46476	26	36	regional	regional	ADJ
fennia-46476	26	37	development	development	NOUN
fennia-46476	26	38	into	into	ADP
fennia-46476	26	39	a	a	DET
fennia-46476	26	40	new	new	ADJ
fennia-46476	26	41	millennium	millennium	NOUN
fennia-46476	26	42	to	to	PART
fennia-46476	26	43	see	see	VERB
fennia-46476	26	44	whether	whether	SCONJ
fennia-46476	26	45	the	the	DET
fennia-46476	26	46	composition	composition	NOUN
fennia-46476	26	47	of	of	ADP
fennia-46476	26	48	the	the	DET
fennia-46476	26	49	explanative	explanative	ADJ
fennia-46476	26	50	variables	variable	NOUN
fennia-46476	26	51	has	have	AUX
fennia-46476	26	52	changed	change	VERB
fennia-46476	26	53	to	to	ADP
fennia-46476	26	54	a	a	DET
fennia-46476	26	55	significant	significant	ADJ
fennia-46476	26	56	degree	degree	NOUN
fennia-46476	26	57	(	(	PUNCT
fennia-46476	26	58	ylijokipii	ylijokipii	NOUN
fennia-46476	26	59	2005	2005	NUM
fennia-46476	26	60	)	)	PUNCT
fennia-46476	26	61	.	.	PUNCT
fennia-46476	27	1	the	the	DET
fennia-46476	27	2	present	present	ADJ
fennia-46476	27	3	work	work	NOUN
fennia-46476	27	4	applies	apply	VERB
fennia-46476	27	5	socio	socio	NOUN
fennia-46476	27	6	-	-	PUNCT
fennia-46476	27	7	demographic	demographic	ADJ
fennia-46476	27	8	,	,	PUNCT
fennia-46476	27	9	economy	economy	NOUN
fennia-46476	27	10	-	-	PUNCT
fennia-46476	27	11	industry	industry	NOUN
fennia-46476	27	12	,	,	PUNCT
fennia-46476	27	13	and	and	CCONJ
fennia-46476	27	14	education	education	NOUN
fennia-46476	27	15	and	and	CCONJ
fennia-46476	27	16	innovation	innovation	NOUN
fennia-46476	27	17	variables	variable	NOUN
fennia-46476	27	18	,	,	PUNCT
fennia-46476	27	19	namely	namely	ADV
fennia-46476	27	20	granted	grant	VERB
fennia-46476	27	21	patents	patent	NOUN
fennia-46476	27	22	and	and	CCONJ
fennia-46476	27	23	r&d	r&d	NOUN
fennia-46476	27	24	activity	activity	NOUN
fennia-46476	27	25	in	in	ADP
fennia-46476	27	26	terms	term	NOUN
fennia-46476	27	27	of	of	ADP
fennia-46476	27	28	expenditure	expenditure	NOUN
fennia-46476	27	29	,	,	PUNCT
fennia-46476	27	30	to	to	PART
fennia-46476	27	31	assess	assess	VERB
fennia-46476	27	32	regional	regional	ADJ
fennia-46476	27	33	development	development	NOUN
fennia-46476	27	34	.	.	PUNCT
fennia-46476	28	1	in	in	ADP
fennia-46476	28	2	finland	finland	PROPN
fennia-46476	28	3	,	,	PUNCT
fennia-46476	28	4	the	the	DET
fennia-46476	28	5	innovation	innovation	NOUN
fennia-46476	28	6	system	system	NOUN
fennia-46476	28	7	is	be	AUX
fennia-46476	28	8	largely	largely	ADV
fennia-46476	28	9	led	lead	VERB
fennia-46476	28	10	by	by	ADP
fennia-46476	28	11	the	the	DET
fennia-46476	28	12	national	national	ADJ
fennia-46476	28	13	government	government	NOUN
fennia-46476	28	14	.	.	PUNCT
fennia-46476	29	1	however	however	ADV
fennia-46476	29	2	,	,	PUNCT
fennia-46476	29	3	the	the	DET
fennia-46476	29	4	innovation	innovation	NOUN
fennia-46476	29	5	policy	policy	NOUN
fennia-46476	29	6	between	between	ADP
fennia-46476	29	7	regional	regional	ADJ
fennia-46476	29	8	and	and	CCONJ
fennia-46476	29	9	national	national	ADJ
fennia-46476	29	10	arenas	arena	NOUN
fennia-46476	29	11	can	can	AUX
fennia-46476	29	12	be	be	AUX
fennia-46476	29	13	described	describe	VERB
fennia-46476	29	14	as	as	ADP
fennia-46476	29	15	co	co	NOUN
fennia-46476	29	16	-	-	ADJ
fennia-46476	29	17	evolutionary	evolutionary	ADJ
fennia-46476	29	18	(	(	PUNCT
fennia-46476	29	19	sotarauta	sotarauta	PROPN
fennia-46476	29	20	&	&	CCONJ
fennia-46476	29	21	kautonen	kautonen	PROPN
fennia-46476	29	22	2007	2007	NUM
fennia-46476	29	23	)	)	PUNCT
fennia-46476	29	24	and	and	CCONJ
fennia-46476	29	25	regional	regional	ADJ
fennia-46476	29	26	knowledge	knowledge	NOUN
fennia-46476	29	27	resources	resource	NOUN
fennia-46476	29	28	are	be	AUX
fennia-46476	29	29	dependent	dependent	ADJ
fennia-46476	29	30	on	on	ADP
fennia-46476	29	31	regional	regional	ADJ
fennia-46476	29	32	socioeconomic	socioeconomic	ADJ
fennia-46476	29	33	variables	variable	NOUN
fennia-46476	29	34	.	.	PUNCT
fennia-46476	30	1	these	these	DET
fennia-46476	30	2	location	location	NOUN
fennia-46476	30	3	variables	variable	NOUN
fennia-46476	30	4	involve	involve	VERB
fennia-46476	30	5	desirable	desirable	ADJ
fennia-46476	30	6	housing	housing	NOUN
fennia-46476	30	7	options	option	NOUN
fennia-46476	30	8	,	,	PUNCT
fennia-46476	30	9	social	social	ADJ
fennia-46476	30	10	cohesion	cohesion	NOUN
fennia-46476	30	11	and	and	CCONJ
fennia-46476	30	12	sufficient	sufficient	ADJ
fennia-46476	30	13	economic	economic	ADJ
fennia-46476	30	14	activity	activity	NOUN
fennia-46476	30	15	.	.	PUNCT
fennia-46476	31	1	this	this	PRON
fennia-46476	31	2	leads	lead	VERB
fennia-46476	31	3	us	we	PRON
fennia-46476	31	4	to	to	ADP
fennia-46476	31	5	the	the	DET
fennia-46476	31	6	first	first	ADJ
fennia-46476	31	7	research	research	NOUN
fennia-46476	31	8	question	question	NOUN
fennia-46476	31	9	:	:	PUNCT
fennia-46476	31	10	(	(	PUNCT
fennia-46476	31	11	1	1	X
fennia-46476	31	12	)	)	PUNCT
fennia-46476	31	13	what	what	PRON
fennia-46476	31	14	are	be	AUX
fennia-46476	31	15	the	the	DET
fennia-46476	31	16	most	most	ADJ
fennia-46476	31	17	‘	'	PUNCT
fennia-46476	31	18	distinct	distinct	ADJ
fennia-46476	31	19	’	'	PUNCT
fennia-46476	31	20	socio	socio	NOUN
fennia-46476	31	21	-	-	PUNCT
fennia-46476	31	22	economic	economic	ADJ
fennia-46476	31	23	variables	variable	NOUN
fennia-46476	31	24	jointly	jointly	ADV
fennia-46476	31	25	corresponding	correspond	VERB
fennia-46476	31	26	to	to	ADP
fennia-46476	31	27	regional	regional	ADJ
fennia-46476	31	28	development	development	NOUN
fennia-46476	31	29	in	in	ADP
fennia-46476	31	30	finland	finland	PROPN
fennia-46476	31	31	and	and	CCONJ
fennia-46476	31	32	how	how	SCONJ
fennia-46476	31	33	has	have	AUX
fennia-46476	31	34	the	the	DET
fennia-46476	31	35	composition	composition	NOUN
fennia-46476	31	36	of	of	ADP
fennia-46476	31	37	these	these	DET
fennia-46476	31	38	variables	variable	NOUN
fennia-46476	31	39	changed	change	VERB
fennia-46476	31	40	from	from	ADP
fennia-46476	31	41	1995–2007	1995–2007	NUM
fennia-46476	31	42	?	?	PUNCT
fennia-46476	32	1	the	the	DET
fennia-46476	32	2	relationship	relationship	NOUN
fennia-46476	32	3	between	between	ADP
fennia-46476	32	4	innovation	innovation	NOUN
fennia-46476	32	5	and	and	CCONJ
fennia-46476	32	6	regional	regional	ADJ
fennia-46476	32	7	(	(	PUNCT
fennia-46476	32	8	economic	economic	ADJ
fennia-46476	32	9	)	)	PUNCT
fennia-46476	32	10	development	development	NOUN
fennia-46476	32	11	has	have	AUX
fennia-46476	32	12	been	be	AUX
fennia-46476	32	13	described	describe	VERB
fennia-46476	32	14	as	as	ADP
fennia-46476	32	15	bidirectional	bidirectional	ADJ
fennia-46476	32	16	and	and	CCONJ
fennia-46476	32	17	accumulative	accumulative	ADJ
fennia-46476	32	18	(	(	PUNCT
fennia-46476	32	19	gössling	gössle	VERB
fennia-46476	32	20	&	&	CCONJ
fennia-46476	32	21	rutten	rutten	PROPN
fennia-46476	32	22	2007	2007	NUM
fennia-46476	32	23	;	;	PUNCT
fennia-46476	32	24	makkonen	makkonen	PROPN
fennia-46476	32	25	&	&	CCONJ
fennia-46476	32	26	inkinen	inkinen	PROPN
fennia-46476	32	27	2013	2013	NUM
fennia-46476	32	28	)	)	PUNCT
fennia-46476	32	29	.	.	PUNCT
fennia-46476	33	1	the	the	DET
fennia-46476	33	2	level	level	NOUN
fennia-46476	33	3	of	of	ADP
fennia-46476	33	4	development	development	NOUN
fennia-46476	33	5	of	of	ADP
fennia-46476	33	6	a	a	DET
fennia-46476	33	7	region	region	NOUN
fennia-46476	33	8	affects	affect	VERB
fennia-46476	33	9	the	the	DET
fennia-46476	33	10	innovation	innovation	NOUN
fennia-46476	33	11	output	output	NOUN
fennia-46476	33	12	of	of	ADP
fennia-46476	33	13	that	that	DET
fennia-46476	33	14	region	region	NOUN
fennia-46476	33	15	,	,	PUNCT
fennia-46476	33	16	which	which	PRON
fennia-46476	33	17	in	in	ADP
fennia-46476	33	18	turn	turn	NOUN
fennia-46476	33	19	is	be	AUX
fennia-46476	33	20	transformed	transform	VERB
fennia-46476	33	21	,	,	PUNCT
fennia-46476	33	22	directly	directly	ADV
fennia-46476	33	23	or	or	CCONJ
fennia-46476	33	24	indirectly	indirectly	ADV
fennia-46476	33	25	,	,	PUNCT
fennia-46476	33	26	to	to	ADP
fennia-46476	33	27	growth	growth	NOUN
fennia-46476	33	28	and	and	CCONJ
fennia-46476	33	29	further	further	ADJ
fennia-46476	33	30	regional	regional	ADJ
fennia-46476	33	31	development	development	NOUN
fennia-46476	33	32	.	.	PUNCT
fennia-46476	34	1	therefore	therefore	ADV
fennia-46476	34	2	,	,	PUNCT
fennia-46476	34	3	the	the	DET
fennia-46476	34	4	tendency	tendency	NOUN
fennia-46476	34	5	to	to	PART
fennia-46476	34	6	innovate	innovate	VERB
fennia-46476	34	7	and	and	CCONJ
fennia-46476	34	8	the	the	DET
fennia-46476	34	9	ability	ability	NOUN
fennia-46476	34	10	to	to	PART
fennia-46476	34	11	transform	transform	VERB
fennia-46476	34	12	innovation	innovation	NOUN
fennia-46476	34	13	into	into	ADP
fennia-46476	34	14	growth	growth	NOUN
fennia-46476	34	15	appear	appear	VERB
fennia-46476	34	16	to	to	PART
fennia-46476	34	17	concentrate	concentrate	VERB
fennia-46476	34	18	geographically	geographically	ADV
fennia-46476	34	19	(	(	PUNCT
fennia-46476	34	20	boschma	boschma	NOUN
fennia-46476	34	21	&	&	CCONJ
fennia-46476	34	22	fornahl	fornahl	NOUN
fennia-46476	34	23	2011	2011	NUM
fennia-46476	34	24	)	)	PUNCT
fennia-46476	34	25	.	.	PUNCT
fennia-46476	35	1	these	these	DET
fennia-46476	35	2	notions	notion	NOUN
fennia-46476	35	3	create	create	VERB
fennia-46476	35	4	the	the	DET
fennia-46476	35	5	foundation	foundation	NOUN
fennia-46476	35	6	for	for	ADP
fennia-46476	35	7	the	the	DET
fennia-46476	35	8	second	second	ADJ
fennia-46476	35	9	research	research	NOUN
fennia-46476	35	10	question	question	NOUN
fennia-46476	35	11	:	:	PUNCT
fennia-46476	35	12	(	(	PUNCT
fennia-46476	35	13	2	2	X
fennia-46476	35	14	)	)	PUNCT
fennia-46476	35	15	to	to	ADP
fennia-46476	35	16	what	what	PRON
fennia-46476	35	17	extend	extend	NOUN
fennia-46476	35	18	have	have	AUX
fennia-46476	35	19	regional	regional	ADJ
fennia-46476	35	20	development	development	NOUN
fennia-46476	35	21	and	and	CCONJ
fennia-46476	35	22	innovation	innovation	NOUN
fennia-46476	35	23	activities	activity	NOUN
fennia-46476	35	24	been	be	AUX
fennia-46476	35	25	concentrated	concentrate	VERB
fennia-46476	35	26	on	on	ADP
fennia-46476	35	27	the	the	DET
fennia-46476	35	28	core	core	NOUN
fennia-46476	35	29	urban	urban	ADJ
fennia-46476	35	30	regions	region	NOUN
fennia-46476	35	31	of	of	ADP
fennia-46476	35	32	finland	finland	PROPN
fennia-46476	35	33	?	?	PUNCT
fennia-46476	36	1	the	the	DET
fennia-46476	36	2	paper	paper	NOUN
fennia-46476	36	3	shows	show	VERB
fennia-46476	36	4	that	that	SCONJ
fennia-46476	36	5	1	1	X
fennia-46476	36	6	)	)	PUNCT
fennia-46476	36	7	innovation	innovation	NOUN
fennia-46476	36	8	activities	activity	NOUN
fennia-46476	36	9	and	and	CCONJ
fennia-46476	36	10	socio	socio	NOUN
fennia-46476	36	11	-	-	PUNCT
fennia-46476	36	12	economic	economic	ADJ
fennia-46476	36	13	overall	overall	ADJ
fennia-46476	36	14	performance	performance	NOUN
fennia-46476	36	15	are	be	AUX
fennia-46476	36	16	not	not	PART
fennia-46476	36	17	solely	solely	ADV
fennia-46476	36	18	synonymous	synonymous	ADJ
fennia-46476	36	19	and	and	CCONJ
fennia-46476	36	20	that	that	SCONJ
fennia-46476	36	21	innovation	innovation	NOUN
fennia-46476	36	22	activities	activity	NOUN
fennia-46476	36	23	have	have	VERB
fennia-46476	36	24	(	(	PUNCT
fennia-46476	36	25	only	only	ADV
fennia-46476	36	26	)	)	PUNCT
fennia-46476	36	27	a	a	DET
fennia-46476	36	28	medium	medium	ADJ
fennia-46476	36	29	-	-	PUNCT
fennia-46476	36	30	level	level	NOUN
fennia-46476	36	31	connection	connection	NOUN
fennia-46476	36	32	to	to	ADP
fennia-46476	36	33	other	other	ADJ
fennia-46476	36	34	variables	variable	NOUN
fennia-46476	36	35	of	of	ADP
fennia-46476	36	36	regional	regional	ADJ
fennia-46476	36	37	development	development	NOUN
fennia-46476	36	38	,	,	PUNCT
fennia-46476	36	39	2	2	NUM
fennia-46476	36	40	)	)	PUNCT
fennia-46476	36	41	that	that	PRON
fennia-46476	36	42	workforce	workforce	NOUN
fennia-46476	36	43	and	and	CCONJ
fennia-46476	36	44	higher	high	ADJ
fennia-46476	36	45	education	education	NOUN
fennia-46476	36	46	are	be	AUX
fennia-46476	36	47	nowadays	nowadays	ADV
fennia-46476	36	48	the	the	DET
fennia-46476	36	49	‘	'	PUNCT
fennia-46476	36	50	leading	leading	ADJ
fennia-46476	36	51	’	'	PUNCT
fennia-46476	36	52	variables	variable	NOUN
fennia-46476	36	53	for	for	ADP
fennia-46476	36	54	explaining	explain	VERB
fennia-46476	36	55	regional	regional	ADJ
fennia-46476	36	56	development	development	NOUN
fennia-46476	36	57	and	and	CCONJ
fennia-46476	36	58	3	3	NUM
fennia-46476	36	59	)	)	PUNCT
fennia-46476	36	60	that	that	SCONJ
fennia-46476	36	61	where	where	SCONJ
fennia-46476	36	62	innovation	innovation	NOUN
fennia-46476	36	63	is	be	AUX
fennia-46476	36	64	concerned	concern	VERB
fennia-46476	36	65	traditional	traditional	ADJ
fennia-46476	36	66	industrial	industrial	ADJ
fennia-46476	36	67	regions	region	NOUN
fennia-46476	36	68	in	in	ADP
fennia-46476	36	69	finland	finland	PROPN
fennia-46476	36	70	have	have	AUX
fennia-46476	36	71	also	also	ADV
fennia-46476	36	72	been	be	AUX
fennia-46476	36	73	able	able	ADJ
fennia-46476	36	74	to	to	PART
fennia-46476	36	75	gain	gain	VERB
fennia-46476	36	76	a	a	DET
fennia-46476	36	77	position	position	NOUN
fennia-46476	36	78	amongst	amongst	ADP
fennia-46476	36	79	the	the	DET
fennia-46476	36	80	top	top	ADJ
fennia-46476	36	81	regions	region	NOUN
fennia-46476	36	82	.	.	PUNCT
fennia-46476	37	1	regional	regional	ADJ
fennia-46476	37	2	development	development	NOUN
fennia-46476	37	3	and	and	CCONJ
fennia-46476	37	4	innovation	innovation	NOUN
fennia-46476	37	5	in	in	ADP
fennia-46476	37	6	earlier	early	ADJ
fennia-46476	37	7	research	research	NOUN
fennia-46476	37	8	international	international	ADJ
fennia-46476	37	9	and	and	CCONJ
fennia-46476	37	10	finnish	finnish	ADJ
fennia-46476	37	11	context	context	PROPN
fennia-46476	37	12	international	international	PROPN
fennia-46476	37	13	case	case	NOUN
fennia-46476	37	14	studies	study	NOUN
fennia-46476	37	15	and	and	CCONJ
fennia-46476	37	16	cross	cross	ADJ
fennia-46476	37	17	-	-	ADJ
fennia-46476	37	18	country	country	ADJ
fennia-46476	37	19	comparisons	comparison	NOUN
fennia-46476	37	20	have	have	AUX
fennia-46476	37	21	suggested	suggest	VERB
fennia-46476	37	22	that	that	SCONJ
fennia-46476	37	23	there	there	PRON
fennia-46476	37	24	is	be	VERB
fennia-46476	37	25	a	a	DET
fennia-46476	37	26	strong	strong	ADJ
fennia-46476	37	27	relationship	relationship	NOUN
fennia-46476	37	28	between	between	ADP
fennia-46476	37	29	innovation	innovation	NOUN
fennia-46476	37	30	activity	activity	NOUN
fennia-46476	37	31	and	and	CCONJ
fennia-46476	37	32	regional	regional	ADJ
fennia-46476	37	33	development	development	NOUN
fennia-46476	37	34	.	.	PUNCT
fennia-46476	38	1	social	social	ADJ
fennia-46476	38	2	and	and	CCONJ
fennia-46476	38	3	economic	economic	ADJ
fennia-46476	38	4	conditions	condition	NOUN
fennia-46476	38	5	lead	lead	VERB
fennia-46476	38	6	to	to	ADP
fennia-46476	38	7	different	different	ADJ
fennia-46476	38	8	reactions	reaction	NOUN
fennia-46476	38	9	to	to	ADP
fennia-46476	38	10	innovation	innovation	NOUN
fennia-46476	38	11	and	and	CCONJ
fennia-46476	38	12	to	to	ADP
fennia-46476	38	13	development	development	NOUN
fennia-46476	38	14	.	.	PUNCT
fennia-46476	39	1	some	some	DET
fennia-46476	39	2	regions	region	NOUN
fennia-46476	39	3	exhibit	exhibit	VERB
fennia-46476	39	4	stronger	strong	ADJ
fennia-46476	39	5	(	(	PUNCT
fennia-46476	39	6	innovation	innovation	NOUN
fennia-46476	39	7	-	-	PUNCT
fennia-46476	39	8	prone	prone	ADJ
fennia-46476	39	9	)	)	PUNCT
fennia-46476	39	10	and	and	CCONJ
fennia-46476	39	11	some	some	PRON
fennia-46476	39	12	exhibit	exhibit	VERB
fennia-46476	39	13	weaker	weak	ADJ
fennia-46476	39	14	(	(	PUNCT
fennia-46476	39	15	innovationaverse	innovationaverse	NOUN
fennia-46476	39	16	)	)	PUNCT
fennia-46476	39	17	than	than	SCONJ
fennia-46476	39	18	expected	expect	VERB
fennia-46476	39	19	economic	economic	ADJ
fennia-46476	39	20	growth	growth	NOUN
fennia-46476	39	21	relative	relative	ADJ
fennia-46476	39	22	to	to	ADP
fennia-46476	39	23	their	their	PRON
fennia-46476	39	24	r&d	r&d	NOUN
fennia-46476	39	25	activity	activity	NOUN
fennia-46476	39	26	.	.	PUNCT
fennia-46476	40	1	still	still	ADV
fennia-46476	40	2	,	,	PUNCT
fennia-46476	40	3	investments	investment	NOUN
fennia-46476	40	4	in	in	ADP
fennia-46476	40	5	economic	economic	ADJ
fennia-46476	40	6	and	and	CCONJ
fennia-46476	40	7	human	human	ADJ
fennia-46476	40	8	resources	resource	NOUN
fennia-46476	40	9	,	,	PUNCT
fennia-46476	40	10	resulting	result	VERB
fennia-46476	40	11	in	in	ADP
fennia-46476	40	12	higher	high	ADJ
fennia-46476	40	13	r&d	r&d	NOUN
fennia-46476	40	14	activities	activity	NOUN
fennia-46476	40	15	on	on	ADP
fennia-46476	40	16	the	the	DET
fennia-46476	40	17	national	national	ADJ
fennia-46476	40	18	and	and	CCONJ
fennia-46476	40	19	regional	regional	ADJ
fennia-46476	40	20	levels	level	NOUN
fennia-46476	40	21	commonly	commonly	ADV
fennia-46476	40	22	pay	pay	VERB
fennia-46476	40	23	off	off	ADP
fennia-46476	40	24	in	in	ADP
fennia-46476	40	25	economic	economic	ADJ
fennia-46476	40	26	terms	term	NOUN
fennia-46476	40	27	,	,	PUNCT
fennia-46476	40	28	resulting	result	VERB
fennia-46476	40	29	in	in	ADP
fennia-46476	40	30	higher	high	ADJ
fennia-46476	40	31	location	location	NOUN
fennia-46476	40	32	-	-	PUNCT
fennia-46476	40	33	bound	bind	VERB
fennia-46476	40	34	innovation	innovation	NOUN
fennia-46476	40	35	production	production	NOUN
fennia-46476	40	36	and	and	CCONJ
fennia-46476	40	37	growth	growth	NOUN
fennia-46476	40	38	(	(	PUNCT
fennia-46476	40	39	e.g.	e.g.	ADV
fennia-46476	40	40	rodríguez	rodríguez	NOUN
fennia-46476	40	41	-	-	PUNCT
fennia-46476	40	42	pose	pose	NOUN
fennia-46476	40	43	1999	1999	NUM
fennia-46476	40	44	;	;	PUNCT
fennia-46476	40	45	agüeros	agüero	NOUN
fennia-46476	40	46	et	et	PROPN
fennia-46476	40	47	al	al	PROPN
fennia-46476	40	48	.	.	PROPN
fennia-46476	40	49	2013	2013	NUM
fennia-46476	40	50	)	)	PUNCT
fennia-46476	40	51	.	.	PUNCT
fennia-46476	41	1	however	however	ADV
fennia-46476	41	2	,	,	PUNCT
fennia-46476	41	3	studies	study	NOUN
fennia-46476	41	4	on	on	ADP
fennia-46476	41	5	european	european	ADJ
fennia-46476	41	6	and	and	CCONJ
fennia-46476	41	7	us	us	PROPN
fennia-46476	41	8	regions	region	NOUN
fennia-46476	41	9	have	have	AUX
fennia-46476	41	10	shown	show	VERB
fennia-46476	41	11	that	that	SCONJ
fennia-46476	41	12	the	the	DET
fennia-46476	41	13	developmental	developmental	ADJ
fennia-46476	41	14	level	level	NOUN
fennia-46476	41	15	of	of	ADP
fennia-46476	41	16	the	the	DET
fennia-46476	41	17	region	region	NOUN
fennia-46476	41	18	matters	matter	VERB
fennia-46476	41	19	:	:	PUNCT
fennia-46476	41	20	investment	investment	NOUN
fennia-46476	41	21	and	and	CCONJ
fennia-46476	41	22	employment	employment	NOUN
fennia-46476	41	23	in	in	ADP
fennia-46476	41	24	r&d	r&d	NOUN
fennia-46476	41	25	activity	activity	NOUN
fennia-46476	41	26	require	require	VERB
fennia-46476	41	27	critical	critical	ADJ
fennia-46476	41	28	mass	mass	NOUN
fennia-46476	41	29	to	to	PART
fennia-46476	41	30	gain	gain	VERB
fennia-46476	41	31	positive	positive	ADJ
fennia-46476	41	32	marginal	marginal	ADJ
fennia-46476	41	33	benefits	benefit	NOUN
fennia-46476	41	34	(	(	PUNCT
fennia-46476	41	35	varga	varga	PROPN
fennia-46476	41	36	2000	2000	NUM
fennia-46476	41	37	;	;	PUNCT
fennia-46476	41	38	greunz	greunz	NOUN
fennia-46476	41	39	2005	2005	NUM
fennia-46476	41	40	)	)	PUNCT
fennia-46476	41	41	.	.	PUNCT
fennia-46476	42	1	thus	thus	ADV
fennia-46476	42	2	,	,	PUNCT
fennia-46476	42	3	innovation	innovation	NOUN
fennia-46476	42	4	activity	activity	NOUN
fennia-46476	42	5	,	,	PUNCT
fennia-46476	42	6	as	as	SCONJ
fennia-46476	42	7	is	be	AUX
fennia-46476	42	8	regional	regional	ADJ
fennia-46476	42	9	development	development	NOUN
fennia-46476	42	10	,	,	PUNCT
fennia-46476	42	11	is	be	AUX
fennia-46476	42	12	unevenly	unevenly	ADV
fennia-46476	42	13	distributed	distribute	VERB
fennia-46476	42	14	across	across	ADP
fennia-46476	42	15	the	the	DET
fennia-46476	42	16	global	global	ADJ
fennia-46476	42	17	geographic	geographic	ADJ
fennia-46476	42	18	landscape	landscape	NOUN
fennia-46476	42	19	,	,	PUNCT
fennia-46476	42	20	between	between	ADP
fennia-46476	42	21	and	and	CCONJ
fennia-46476	42	22	within	within	ADP
fennia-46476	42	23	re136	re136	PROPN
fennia-46476	42	24	fennia	fennia	NOUN
fennia-46476	42	25	193	193	NUM
fennia-46476	42	26	:	:	SYM
fennia-46476	42	27	1	1	NUM
fennia-46476	42	28	(	(	PUNCT
fennia-46476	42	29	2015)teemu	2015)teemu	NUM
fennia-46476	42	30	makkonen	makkonen	NOUN
fennia-46476	42	31	and	and	CCONJ
fennia-46476	42	32	tommi	tommi	PROPN
fennia-46476	42	33	inkinen	inkinen	PROPN
fennia-46476	42	34	gions	gion	NOUN
fennia-46476	42	35	(	(	PUNCT
fennia-46476	42	36	copus	copus	PROPN
fennia-46476	42	37	et	et	PROPN
fennia-46476	42	38	.	.	PUNCT
fennia-46476	43	1	al	al	PROPN
fennia-46476	43	2	.	.	PROPN
fennia-46476	43	3	2008	2008	NUM
fennia-46476	43	4	)	)	PUNCT
fennia-46476	43	5	.	.	PUNCT
fennia-46476	44	1	moreover	moreover	ADV
fennia-46476	44	2	,	,	PUNCT
fennia-46476	44	3	innovation	innovation	NOUN
fennia-46476	44	4	activities	activity	NOUN
fennia-46476	44	5	seem	seem	VERB
fennia-46476	44	6	to	to	PART
fennia-46476	44	7	cluster	cluster	VERB
fennia-46476	44	8	geographically	geographically	ADV
fennia-46476	44	9	(	(	PUNCT
fennia-46476	44	10	florida	florida	PROPN
fennia-46476	44	11	2002	2002	NUM
fennia-46476	44	12	;	;	PUNCT
fennia-46476	44	13	asheim	asheim	PROPN
fennia-46476	44	14	&	&	CCONJ
fennia-46476	44	15	gertler	gertler	NOUN
fennia-46476	44	16	2005	2005	NUM
fennia-46476	44	17	)	)	PUNCT
fennia-46476	44	18	.	.	PUNCT
fennia-46476	45	1	all	all	ADV
fennia-46476	45	2	in	in	ADP
fennia-46476	45	3	all	all	PRON
fennia-46476	45	4	,	,	PUNCT
fennia-46476	45	5	the	the	DET
fennia-46476	45	6	level	level	NOUN
fennia-46476	45	7	and	and	CCONJ
fennia-46476	45	8	efficiency	efficiency	NOUN
fennia-46476	45	9	of	of	ADP
fennia-46476	45	10	innovation	innovation	NOUN
fennia-46476	45	11	activity	activity	NOUN
fennia-46476	45	12	should	should	AUX
fennia-46476	45	13	be	be	AUX
fennia-46476	45	14	higher	high	ADJ
fennia-46476	45	15	in	in	ADP
fennia-46476	45	16	the	the	DET
fennia-46476	45	17	core	core	NOUN
fennia-46476	45	18	urban	urban	ADJ
fennia-46476	45	19	regions	region	NOUN
fennia-46476	45	20	than	than	ADP
fennia-46476	45	21	in	in	ADP
fennia-46476	45	22	more	more	ADV
fennia-46476	45	23	remote	remote	ADJ
fennia-46476	45	24	and	and	CCONJ
fennia-46476	45	25	peripheral	peripheral	ADJ
fennia-46476	45	26	regions	region	NOUN
fennia-46476	45	27	(	(	PUNCT
fennia-46476	45	28	fritsch	fritsch	PROPN
fennia-46476	45	29	2004	2004	NUM
fennia-46476	45	30	;	;	PUNCT
fennia-46476	45	31	capello	capello	PROPN
fennia-46476	45	32	et	et	PROPN
fennia-46476	45	33	al	al	PROPN
fennia-46476	45	34	.	.	PROPN
fennia-46476	45	35	2012	2012	NUM
fennia-46476	45	36	)	)	PUNCT
fennia-46476	45	37	.	.	PUNCT
fennia-46476	46	1	thus	thus	ADV
fennia-46476	46	2	,	,	PUNCT
fennia-46476	46	3	as	as	SCONJ
fennia-46476	46	4	us	us	PROPN
fennia-46476	46	5	studies	study	NOUN
fennia-46476	46	6	have	have	AUX
fennia-46476	46	7	shown	show	VERB
fennia-46476	46	8	,	,	PUNCT
fennia-46476	46	9	although	although	SCONJ
fennia-46476	46	10	the	the	DET
fennia-46476	46	11	core	core	NOUN
fennia-46476	46	12	-	-	PUNCT
fennia-46476	46	13	periphery	periphery	NOUN
fennia-46476	46	14	disadvantage	disadvantage	NOUN
fennia-46476	46	15	may	may	AUX
fennia-46476	46	16	decrease	decrease	VERB
fennia-46476	46	17	,	,	PUNCT
fennia-46476	46	18	the	the	DET
fennia-46476	46	19	peripheral	peripheral	ADJ
fennia-46476	46	20	and	and	CCONJ
fennia-46476	46	21	rural	rural	ADJ
fennia-46476	46	22	regions	region	NOUN
fennia-46476	46	23	are	be	AUX
fennia-46476	46	24	still	still	ADV
fennia-46476	46	25	at	at	ADP
fennia-46476	46	26	a	a	DET
fennia-46476	46	27	technological	technological	ADJ
fennia-46476	46	28	disadvantage	disadvantage	NOUN
fennia-46476	46	29	where	where	SCONJ
fennia-46476	46	30	the	the	DET
fennia-46476	46	31	geography	geography	NOUN
fennia-46476	46	32	of	of	ADP
fennia-46476	46	33	innovation	innovation	NOUN
fennia-46476	46	34	is	be	AUX
fennia-46476	46	35	concerned	concern	VERB
fennia-46476	46	36	(	(	PUNCT
fennia-46476	46	37	ceh	ceh	PROPN
fennia-46476	46	38	2001	2001	NUM
fennia-46476	46	39	;	;	PUNCT
fennia-46476	46	40	monchuk	monchuk	NOUN
fennia-46476	46	41	&	&	CCONJ
fennia-46476	46	42	miranowski	miranowski	PROPN
fennia-46476	46	43	2010	2010	NUM
fennia-46476	46	44	)	)	PUNCT
fennia-46476	46	45	.	.	PUNCT
fennia-46476	47	1	indeed	indeed	ADV
fennia-46476	47	2	,	,	PUNCT
fennia-46476	47	3	both	both	CCONJ
fennia-46476	47	4	the	the	DET
fennia-46476	47	5	results	result	NOUN
fennia-46476	47	6	obtained	obtain	VERB
fennia-46476	47	7	with	with	ADP
fennia-46476	47	8	european	european	ADJ
fennia-46476	47	9	firm	firm	ADJ
fennia-46476	47	10	-	-	PUNCT
fennia-46476	47	11	level	level	NOUN
fennia-46476	47	12	data	datum	NOUN
fennia-46476	47	13	and	and	CCONJ
fennia-46476	47	14	the	the	DET
fennia-46476	47	15	observations	observation	NOUN
fennia-46476	47	16	made	make	VERB
fennia-46476	47	17	with	with	ADP
fennia-46476	47	18	us	us	PROPN
fennia-46476	47	19	data	datum	NOUN
fennia-46476	47	20	,	,	PUNCT
fennia-46476	47	21	have	have	AUX
fennia-46476	47	22	confirmed	confirm	VERB
fennia-46476	47	23	that	that	SCONJ
fennia-46476	47	24	innovation	innovation	NOUN
fennia-46476	47	25	activities	activity	NOUN
fennia-46476	47	26	are	be	AUX
fennia-46476	47	27	geographically	geographically	ADV
fennia-46476	47	28	concentrated	concentrated	ADJ
fennia-46476	47	29	and	and	CCONJ
fennia-46476	47	30	their	their	PRON
fennia-46476	47	31	impacts	impact	NOUN
fennia-46476	47	32	highly	highly	ADV
fennia-46476	47	33	localised	localised	ADJ
fennia-46476	47	34	(	(	PUNCT
fennia-46476	47	35	jaffe	jaffe	PROPN
fennia-46476	47	36	et	et	PROPN
fennia-46476	47	37	al	al	PROPN
fennia-46476	47	38	.	.	PROPN
fennia-46476	47	39	1993	1993	NUM
fennia-46476	47	40	;	;	PUNCT
fennia-46476	47	41	audretsch	audretsch	PROPN
fennia-46476	47	42	&	&	CCONJ
fennia-46476	47	43	feldman	feldman	PROPN
fennia-46476	47	44	1996	1996	NUM
fennia-46476	47	45	;	;	PUNCT
fennia-46476	47	46	sternberg	sternberg	PROPN
fennia-46476	47	47	&	&	CCONJ
fennia-46476	47	48	arndt	arndt	PROPN
fennia-46476	47	49	2001	2001	NUM
fennia-46476	47	50	;	;	PUNCT
fennia-46476	47	51	crescenzi	crescenzi	PROPN
fennia-46476	47	52	&	&	CCONJ
fennia-46476	47	53	rodríguez	rodríguez	PROPN
fennia-46476	47	54	-	-	PUNCT
fennia-46476	47	55	pose	pose	NOUN
fennia-46476	47	56	2013	2013	NUM
fennia-46476	47	57	)	)	PUNCT
fennia-46476	47	58	.	.	PUNCT
fennia-46476	48	1	in	in	ADP
fennia-46476	48	2	addition	addition	NOUN
fennia-46476	48	3	,	,	PUNCT
fennia-46476	48	4	regional	regional	ADJ
fennia-46476	48	5	concentration	concentration	NOUN
fennia-46476	48	6	stimulates	stimulate	VERB
fennia-46476	48	7	innovation	innovation	NOUN
fennia-46476	48	8	,	,	PUNCT
fennia-46476	48	9	thus	thus	ADV
fennia-46476	48	10	in	in	ADP
fennia-46476	48	11	general	general	ADJ
fennia-46476	48	12	leaving	leave	VERB
fennia-46476	48	13	the	the	DET
fennia-46476	48	14	peripheral	peripheral	ADJ
fennia-46476	48	15	regions	region	NOUN
fennia-46476	48	16	at	at	ADP
fennia-46476	48	17	a	a	DET
fennia-46476	48	18	disadvantage	disadvantage	NOUN
fennia-46476	48	19	on	on	ADP
fennia-46476	48	20	the	the	DET
fennia-46476	48	21	levels	level	NOUN
fennia-46476	48	22	of	of	ADP
fennia-46476	48	23	r&d	r&d	NOUN
fennia-46476	48	24	and	and	CCONJ
fennia-46476	48	25	innovation	innovation	NOUN
fennia-46476	48	26	activity	activity	NOUN
fennia-46476	48	27	(	(	PUNCT
fennia-46476	48	28	tödtling	tödtling	NOUN
fennia-46476	48	29	&	&	CCONJ
fennia-46476	48	30	trippl	trippl	NOUN
fennia-46476	48	31	2005	2005	NUM
fennia-46476	48	32	)	)	PUNCT
fennia-46476	48	33	.	.	PUNCT
fennia-46476	49	1	the	the	DET
fennia-46476	49	2	finnish	finnish	ADJ
fennia-46476	49	3	regional	regional	ADJ
fennia-46476	49	4	policy	policy	NOUN
fennia-46476	49	5	has	have	AUX
fennia-46476	49	6	traditionally	traditionally	ADV
fennia-46476	49	7	been	be	AUX
fennia-46476	49	8	aimed	aim	VERB
fennia-46476	49	9	at	at	ADP
fennia-46476	49	10	alleviating	alleviate	VERB
fennia-46476	49	11	socio	socio	NOUN
fennia-46476	49	12	-	-	PUNCT
fennia-46476	49	13	economic	economic	ADJ
fennia-46476	49	14	differences	difference	NOUN
fennia-46476	49	15	between	between	ADP
fennia-46476	49	16	the	the	DET
fennia-46476	49	17	most	most	ADJ
fennia-46476	49	18	and	and	CCONJ
fennia-46476	49	19	the	the	DET
fennia-46476	49	20	least	least	ADJ
fennia-46476	49	21	developed	develop	VERB
fennia-46476	49	22	regions	region	NOUN
fennia-46476	49	23	through	through	ADP
fennia-46476	49	24	direct	direct	ADJ
fennia-46476	49	25	supportive	supportive	ADJ
fennia-46476	49	26	funding	funding	NOUN
fennia-46476	49	27	,	,	PUNCT
fennia-46476	49	28	the	the	DET
fennia-46476	49	29	relocation	relocation	NOUN
fennia-46476	49	30	of	of	ADP
fennia-46476	49	31	national	national	ADJ
fennia-46476	49	32	agencies	agency	NOUN
fennia-46476	49	33	and	and	CCONJ
fennia-46476	49	34	establishment	establishment	NOUN
fennia-46476	49	35	of	of	ADP
fennia-46476	49	36	provincial	provincial	ADJ
fennia-46476	49	37	universities	university	NOUN
fennia-46476	49	38	(	(	PUNCT
fennia-46476	49	39	tervo	tervo	NOUN
fennia-46476	49	40	2005	2005	NUM
fennia-46476	49	41	;	;	PUNCT
fennia-46476	49	42	jauhiainen	jauhiainen	PROPN
fennia-46476	49	43	2008	2008	NUM
fennia-46476	49	44	)	)	PUNCT
fennia-46476	49	45	.	.	PUNCT
fennia-46476	50	1	despite	despite	SCONJ
fennia-46476	50	2	these	these	DET
fennia-46476	50	3	efforts	effort	NOUN
fennia-46476	50	4	,	,	PUNCT
fennia-46476	50	5	marked	mark	VERB
fennia-46476	50	6	regional	regional	ADJ
fennia-46476	50	7	variations	variation	NOUN
fennia-46476	50	8	in	in	ADP
fennia-46476	50	9	socio	socio	NOUN
fennia-46476	50	10	-	-	PUNCT
fennia-46476	50	11	economic	economic	ADJ
fennia-46476	50	12	development	development	NOUN
fennia-46476	50	13	(	(	PUNCT
fennia-46476	50	14	or	or	CCONJ
fennia-46476	50	15	wellbeing	wellbee	VERB
fennia-46476	50	16	)	)	PUNCT
fennia-46476	50	17	remain	remain	VERB
fennia-46476	50	18	.	.	PUNCT
fennia-46476	51	1	remote	remote	ADJ
fennia-46476	51	2	and	and	CCONJ
fennia-46476	51	3	rural	rural	ADJ
fennia-46476	51	4	municipalities	municipality	NOUN
fennia-46476	51	5	,	,	PUNCT
fennia-46476	51	6	especially	especially	ADV
fennia-46476	51	7	in	in	ADP
fennia-46476	51	8	northern	northern	ADJ
fennia-46476	51	9	and	and	CCONJ
fennia-46476	51	10	eastern	eastern	ADJ
fennia-46476	51	11	finland	finland	PROPN
fennia-46476	51	12	,	,	PUNCT
fennia-46476	51	13	still	still	ADV
fennia-46476	51	14	lag	lag	VERB
fennia-46476	51	15	behind	behind	ADP
fennia-46476	51	16	urban	urban	ADJ
fennia-46476	51	17	regions	region	NOUN
fennia-46476	51	18	in	in	ADP
fennia-46476	51	19	southern	southern	ADJ
fennia-46476	51	20	and	and	CCONJ
fennia-46476	51	21	western	western	ADJ
fennia-46476	51	22	finland	finland	PROPN
fennia-46476	51	23	,	,	PUNCT
fennia-46476	51	24	when	when	SCONJ
fennia-46476	51	25	measured	measure	VERB
fennia-46476	51	26	by	by	ADP
fennia-46476	51	27	unemployment	unemployment	NOUN
fennia-46476	51	28	or	or	CCONJ
fennia-46476	51	29	educational	educational	ADJ
fennia-46476	51	30	levels	level	NOUN
fennia-46476	51	31	at	at	ADP
fennia-46476	51	32	least	least	ADJ
fennia-46476	51	33	(	(	PUNCT
fennia-46476	51	34	siirilä	siirilä	NOUN
fennia-46476	51	35	et	et	PROPN
fennia-46476	51	36	al	al	PROPN
fennia-46476	51	37	.	.	PROPN
fennia-46476	51	38	1990	1990	NUM
fennia-46476	51	39	,	,	PUNCT
fennia-46476	51	40	2002	2002	NUM
fennia-46476	51	41	):	):	PUNCT
fennia-46476	51	42	in	in	ADP
fennia-46476	51	43	fact	fact	NOUN
fennia-46476	51	44	,	,	PUNCT
fennia-46476	51	45	lehtonen	lehtonen	PROPN
fennia-46476	51	46	and	and	CCONJ
fennia-46476	51	47	tykkyläinen	tykkyläinen	PROPN
fennia-46476	51	48	(	(	PUNCT
fennia-46476	51	49	2010	2010	NUM
fennia-46476	51	50	)	)	PUNCT
fennia-46476	51	51	have	have	AUX
fennia-46476	51	52	demonstrated	demonstrate	VERB
fennia-46476	51	53	that	that	SCONJ
fennia-46476	51	54	,	,	PUNCT
fennia-46476	51	55	despite	despite	SCONJ
fennia-46476	51	56	various	various	ADJ
fennia-46476	51	57	policy	policy	NOUN
fennia-46476	51	58	measures	measure	NOUN
fennia-46476	51	59	,	,	PUNCT
fennia-46476	51	60	the	the	DET
fennia-46476	51	61	self	self	NOUN
fennia-46476	51	62	-	-	PUNCT
fennia-46476	51	63	reinforcing	reinforce	VERB
fennia-46476	51	64	processes	process	NOUN
fennia-46476	51	65	envisioned	envision	VERB
fennia-46476	51	66	by	by	ADP
fennia-46476	51	67	classic	classic	ADJ
fennia-46476	51	68	cumulative	cumulative	ADJ
fennia-46476	51	69	causation	causation	NOUN
fennia-46476	51	70	theories	theory	NOUN
fennia-46476	51	71	(	(	PUNCT
fennia-46476	51	72	myrdal	myrdal	NOUN
fennia-46476	51	73	1969	1969	NUM
fennia-46476	51	74	)	)	PUNCT
fennia-46476	51	75	still	still	ADV
fennia-46476	51	76	hold	hold	VERB
fennia-46476	51	77	weight	weight	NOUN
fennia-46476	51	78	in	in	ADP
fennia-46476	51	79	finnish	finnish	ADJ
fennia-46476	51	80	regions	region	NOUN
fennia-46476	51	81	and	and	CCONJ
fennia-46476	51	82	have	have	AUX
fennia-46476	51	83	resulted	result	VERB
fennia-46476	51	84	in	in	ADP
fennia-46476	51	85	a	a	DET
fennia-46476	51	86	socio	socio	NOUN
fennia-46476	51	87	-	-	PUNCT
fennia-46476	51	88	economically	economically	ADV
fennia-46476	51	89	polarized	polarize	VERB
fennia-46476	51	90	regional	regional	ADJ
fennia-46476	51	91	system	system	NOUN
fennia-46476	51	92	.	.	PUNCT
fennia-46476	52	1	in	in	ADP
fennia-46476	52	2	other	other	ADJ
fennia-46476	52	3	words	word	NOUN
fennia-46476	52	4	,	,	PUNCT
fennia-46476	52	5	regional	regional	ADJ
fennia-46476	52	6	success	success	NOUN
fennia-46476	52	7	has	have	AUX
fennia-46476	52	8	been	be	AUX
fennia-46476	52	9	concentrated	concentrate	VERB
fennia-46476	52	10	in	in	ADP
fennia-46476	52	11	a	a	DET
fennia-46476	52	12	small	small	ADJ
fennia-46476	52	13	number	number	NOUN
fennia-46476	52	14	of	of	ADP
fennia-46476	52	15	growth	growth	NOUN
fennia-46476	52	16	centres	centre	NOUN
fennia-46476	52	17	,	,	PUNCT
fennia-46476	52	18	of	of	ADP
fennia-46476	52	19	which	which	PRON
fennia-46476	52	20	the	the	DET
fennia-46476	52	21	most	most	ADV
fennia-46476	52	22	evident	evident	ADJ
fennia-46476	52	23	example	example	NOUN
fennia-46476	52	24	is	be	AUX
fennia-46476	52	25	the	the	DET
fennia-46476	52	26	helsinki	helsinki	PROPN
fennia-46476	52	27	capital	capital	PROPN
fennia-46476	52	28	region	region	PROPN
fennia-46476	52	29	(	(	PUNCT
fennia-46476	52	30	heikkilä	heikkilä	NOUN
fennia-46476	52	31	2003	2003	NUM
fennia-46476	52	32	;	;	PUNCT
fennia-46476	52	33	loikkanen	loikkanen	NOUN
fennia-46476	52	34	&	&	CCONJ
fennia-46476	52	35	susiluoto	susiluoto	NOUN
fennia-46476	52	36	2012	2012	NUM
fennia-46476	52	37	)	)	PUNCT
fennia-46476	52	38	.	.	PUNCT
fennia-46476	53	1	on	on	ADP
fennia-46476	53	2	a	a	DET
fennia-46476	53	3	national	national	ADJ
fennia-46476	53	4	level	level	NOUN
fennia-46476	53	5	migration	migration	NOUN
fennia-46476	53	6	and	and	CCONJ
fennia-46476	53	7	economic	economic	ADJ
fennia-46476	53	8	dynamics	dynamic	NOUN
fennia-46476	53	9	have	have	AUX
fennia-46476	53	10	caused	cause	VERB
fennia-46476	53	11	polycentric	polycentric	ADJ
fennia-46476	53	12	concentration	concentration	NOUN
fennia-46476	53	13	in	in	ADP
fennia-46476	53	14	other	other	ADJ
fennia-46476	53	15	core	core	ADJ
fennia-46476	53	16	urban	urban	ADJ
fennia-46476	53	17	regions	region	NOUN
fennia-46476	53	18	,	,	PUNCT
fennia-46476	53	19	for	for	ADP
fennia-46476	53	20	example	example	NOUN
fennia-46476	53	21	oulu	oulu	PROPN
fennia-46476	53	22	and	and	CCONJ
fennia-46476	53	23	tampere	tampere	NOUN
fennia-46476	53	24	(	(	PUNCT
fennia-46476	53	25	antikainen	antikainen	PROPN
fennia-46476	53	26	&	&	CCONJ
fennia-46476	53	27	vartiainen	vartiainen	NOUN
fennia-46476	53	28	2005	2005	NUM
fennia-46476	53	29	)	)	PUNCT
fennia-46476	53	30	.	.	PUNCT
fennia-46476	54	1	therefore	therefore	ADV
fennia-46476	54	2	,	,	PUNCT
fennia-46476	54	3	when	when	SCONJ
fennia-46476	54	4	considering	consider	VERB
fennia-46476	54	5	finland	finland	PROPN
fennia-46476	54	6	,	,	PUNCT
fennia-46476	54	7	the	the	DET
fennia-46476	54	8	helsinki	helsinki	PROPN
fennia-46476	54	9	capital	capital	PROPN
fennia-46476	54	10	region	region	PROPN
fennia-46476	54	11	and	and	CCONJ
fennia-46476	54	12	other	other	ADJ
fennia-46476	54	13	core	core	ADJ
fennia-46476	54	14	urban	urban	ADJ
fennia-46476	54	15	regions	region	NOUN
fennia-46476	54	16	have	have	AUX
fennia-46476	54	17	traditionally	traditionally	ADV
fennia-46476	54	18	been	be	AUX
fennia-46476	54	19	in	in	ADP
fennia-46476	54	20	advantageous	advantageous	ADJ
fennia-46476	54	21	positions	position	NOUN
fennia-46476	54	22	when	when	SCONJ
fennia-46476	54	23	compared	compare	VERB
fennia-46476	54	24	with	with	ADP
fennia-46476	54	25	their	their	PRON
fennia-46476	54	26	peripheral	peripheral	ADJ
fennia-46476	54	27	counterparts	counterpart	NOUN
fennia-46476	54	28	.	.	PUNCT
fennia-46476	55	1	with	with	ADP
fennia-46476	55	2	specific	specific	ADJ
fennia-46476	55	3	reference	reference	NOUN
fennia-46476	55	4	to	to	ADP
fennia-46476	55	5	regional	regional	ADJ
fennia-46476	55	6	development	development	NOUN
fennia-46476	55	7	and	and	CCONJ
fennia-46476	55	8	well	well	ADV
fennia-46476	55	9	-	-	PUNCT
fennia-46476	55	10	being	being	NOUN
fennia-46476	55	11	,	,	PUNCT
fennia-46476	55	12	the	the	DET
fennia-46476	55	13	evidence	evidence	NOUN
fennia-46476	55	14	shows	show	VERB
fennia-46476	55	15	that	that	SCONJ
fennia-46476	55	16	the	the	DET
fennia-46476	55	17	clustering	clustering	NOUN
fennia-46476	55	18	of	of	ADP
fennia-46476	55	19	the	the	DET
fennia-46476	55	20	population	population	NOUN
fennia-46476	55	21	and	and	CCONJ
fennia-46476	55	22	economic	economic	ADJ
fennia-46476	55	23	activity	activity	NOUN
fennia-46476	55	24	has	have	AUX
fennia-46476	55	25	been	be	AUX
fennia-46476	55	26	centripetal	centripetal	ADJ
fennia-46476	55	27	(	(	PUNCT
fennia-46476	55	28	mikkonen	mikkonen	PROPN
fennia-46476	55	29	2002	2002	NUM
fennia-46476	55	30	;	;	PUNCT
fennia-46476	55	31	siirilä	siirilä	PROPN
fennia-46476	55	32	et	et	PROPN
fennia-46476	55	33	al	al	PROPN
fennia-46476	55	34	.	.	PROPN
fennia-46476	55	35	2002	2002	NUM
fennia-46476	55	36	;	;	PUNCT
fennia-46476	55	37	lehtonen	lehtonen	PROPN
fennia-46476	55	38	&	&	CCONJ
fennia-46476	55	39	tykkyläinen	tykkyläinen	PROPN
fennia-46476	55	40	2010	2010	NUM
fennia-46476	55	41	)	)	PUNCT
fennia-46476	55	42	.	.	PUNCT
fennia-46476	56	1	in	in	ADP
fennia-46476	56	2	finland	finland	PROPN
fennia-46476	56	3	the	the	DET
fennia-46476	56	4	government	government	NOUN
fennia-46476	56	5	-	-	PUNCT
fennia-46476	56	6	led	lead	VERB
fennia-46476	56	7	innovation	innovation	NOUN
fennia-46476	56	8	policy	policy	NOUN
fennia-46476	56	9	,	,	PUNCT
fennia-46476	56	10	which	which	PRON
fennia-46476	56	11	has	have	AUX
fennia-46476	56	12	been	be	AUX
fennia-46476	56	13	endorsed	endorse	VERB
fennia-46476	56	14	from	from	ADP
fennia-46476	56	15	the	the	DET
fennia-46476	56	16	1990s	1990s	NUM
fennia-46476	56	17	onwards	onwards	ADV
fennia-46476	56	18	,	,	PUNCT
fennia-46476	56	19	has	have	AUX
fennia-46476	56	20	been	be	AUX
fennia-46476	56	21	implemented	implement	VERB
fennia-46476	56	22	through	through	ADP
fennia-46476	56	23	actions	action	NOUN
fennia-46476	56	24	in	in	ADP
fennia-46476	56	25	line	line	NOUN
fennia-46476	56	26	with	with	ADP
fennia-46476	56	27	the	the	DET
fennia-46476	56	28	concept	concept	NOUN
fennia-46476	56	29	of	of	ADP
fennia-46476	56	30	national	national	ADJ
fennia-46476	56	31	innovation	innovation	NOUN
fennia-46476	56	32	systems	system	NOUN
fennia-46476	56	33	together	together	ADV
fennia-46476	56	34	with	with	ADP
fennia-46476	56	35	regional	regional	ADJ
fennia-46476	56	36	cluster	cluster	NOUN
fennia-46476	56	37	policies	policy	NOUN
fennia-46476	56	38	(	(	PUNCT
fennia-46476	56	39	romanainen	romanainen	NOUN
fennia-46476	56	40	2001	2001	NUM
fennia-46476	56	41	;	;	PUNCT
fennia-46476	56	42	miettinen	miettinen	PROPN
fennia-46476	56	43	2002	2002	NUM
fennia-46476	56	44	;	;	PUNCT
fennia-46476	56	45	jauhiainen	jauhiainen	PROPN
fennia-46476	56	46	2008	2008	NUM
fennia-46476	56	47	)	)	PUNCT
fennia-46476	56	48	.	.	PUNCT
fennia-46476	57	1	this	this	PRON
fennia-46476	57	2	has	have	AUX
fennia-46476	57	3	worked	work	VERB
fennia-46476	57	4	well	well	ADV
fennia-46476	57	5	,	,	PUNCT
fennia-46476	57	6	raising	raise	VERB
fennia-46476	57	7	finland	finland	NOUN
fennia-46476	57	8	up	up	ADP
fennia-46476	57	9	among	among	ADP
fennia-46476	57	10	the	the	DET
fennia-46476	57	11	top	top	ADJ
fennia-46476	57	12	-	-	PUNCT
fennia-46476	57	13	nations	nation	NOUN
fennia-46476	57	14	in	in	ADP
fennia-46476	57	15	country	country	NOUN
fennia-46476	57	16	rankings	ranking	NOUN
fennia-46476	57	17	of	of	ADP
fennia-46476	57	18	innovation	innovation	NOUN
fennia-46476	57	19	(	(	PUNCT
fennia-46476	57	20	oinas	oinas	NOUN
fennia-46476	57	21	2005	2005	NUM
fennia-46476	57	22	)	)	PUNCT
fennia-46476	57	23	.	.	PUNCT
fennia-46476	58	1	however	however	ADV
fennia-46476	58	2	,	,	PUNCT
fennia-46476	58	3	innovation	innovation	NOUN
fennia-46476	58	4	activities	activity	NOUN
fennia-46476	58	5	are	be	AUX
fennia-46476	58	6	still	still	ADV
fennia-46476	58	7	mostly	mostly	ADV
fennia-46476	58	8	concentrated	concentrate	VERB
fennia-46476	58	9	towards	towards	ADP
fennia-46476	58	10	a	a	DET
fennia-46476	58	11	few	few	ADJ
fennia-46476	58	12	dominant	dominant	ADJ
fennia-46476	58	13	core	core	ADJ
fennia-46476	58	14	urban	urban	ADJ
fennia-46476	58	15	regions	region	NOUN
fennia-46476	58	16	(	(	PUNCT
fennia-46476	58	17	inkinen	inkinen	NOUN
fennia-46476	58	18	2005	2005	NUM
fennia-46476	58	19	)	)	PUNCT
fennia-46476	58	20	.	.	PUNCT
fennia-46476	59	1	measurement	measurement	NOUN
fennia-46476	59	2	of	of	ADP
fennia-46476	59	3	regional	regional	ADJ
fennia-46476	59	4	development	development	NOUN
fennia-46476	59	5	and	and	CCONJ
fennia-46476	59	6	innovation	innovation	NOUN
fennia-46476	59	7	the	the	DET
fennia-46476	59	8	term	term	NOUN
fennia-46476	59	9	‘	'	PUNCT
fennia-46476	59	10	development	development	NOUN
fennia-46476	59	11	’	'	PUNCT
fennia-46476	59	12	is	be	AUX
fennia-46476	59	13	in	in	ADP
fennia-46476	59	14	colloquial	colloquial	ADJ
fennia-46476	59	15	language	language	NOUN
fennia-46476	59	16	associated	associate	VERB
fennia-46476	59	17	with	with	ADP
fennia-46476	59	18	existing	exist	VERB
fennia-46476	59	19	positive	positive	ADJ
fennia-46476	59	20	attributes	attribute	NOUN
fennia-46476	59	21	resulting	result	VERB
fennia-46476	59	22	from	from	ADP
fennia-46476	59	23	progress	progress	NOUN
fennia-46476	59	24	.	.	PUNCT
fennia-46476	60	1	the	the	DET
fennia-46476	60	2	main	main	ADJ
fennia-46476	60	3	question	question	NOUN
fennia-46476	60	4	,	,	PUNCT
fennia-46476	60	5	however	however	ADV
fennia-46476	60	6	,	,	PUNCT
fennia-46476	60	7	is	be	AUX
fennia-46476	60	8	which	which	DET
fennia-46476	60	9	attributes	attribute	NOUN
fennia-46476	60	10	are	be	AUX
fennia-46476	60	11	measured	measure	VERB
fennia-46476	60	12	.	.	PUNCT
fennia-46476	61	1	thus	thus	ADV
fennia-46476	61	2	,	,	PUNCT
fennia-46476	61	3	the	the	DET
fennia-46476	61	4	concept	concept	NOUN
fennia-46476	61	5	of	of	ADP
fennia-46476	61	6	development	development	NOUN
fennia-46476	61	7	is	be	AUX
fennia-46476	61	8	largely	largely	ADV
fennia-46476	61	9	a	a	DET
fennia-46476	61	10	covenanted	covenant	VERB
fennia-46476	61	11	issue	issue	NOUN
fennia-46476	61	12	and	and	CCONJ
fennia-46476	61	13	requires	require	VERB
fennia-46476	61	14	agreement	agreement	NOUN
fennia-46476	61	15	on	on	ADP
fennia-46476	61	16	what	what	PRON
fennia-46476	61	17	is	be	AUX
fennia-46476	61	18	measured	measure	VERB
fennia-46476	61	19	(	(	PUNCT
fennia-46476	61	20	and	and	CCONJ
fennia-46476	61	21	to	to	ADP
fennia-46476	61	22	what	what	DET
fennia-46476	61	23	extent	extent	NOUN
fennia-46476	61	24	)	)	PUNCT
fennia-46476	61	25	and	and	CCONJ
fennia-46476	61	26	how	how	SCONJ
fennia-46476	61	27	these	these	DET
fennia-46476	61	28	measurements	measurement	NOUN
fennia-46476	61	29	actually	actually	ADV
fennia-46476	61	30	represent	represent	VERB
fennia-46476	61	31	what	what	PRON
fennia-46476	61	32	is	be	AUX
fennia-46476	61	33	meant	mean	VERB
fennia-46476	61	34	by	by	ADP
fennia-46476	61	35	development	development	NOUN
fennia-46476	61	36	.	.	PUNCT
fennia-46476	62	1	thus	thus	ADV
fennia-46476	62	2	,	,	PUNCT
fennia-46476	62	3	the	the	DET
fennia-46476	62	4	findings	finding	NOUN
fennia-46476	62	5	and	and	CCONJ
fennia-46476	62	6	propositions	proposition	NOUN
fennia-46476	62	7	of	of	ADP
fennia-46476	62	8	earlier	early	ADJ
fennia-46476	62	9	research	research	NOUN
fennia-46476	62	10	are	be	AUX
fennia-46476	62	11	the	the	DET
fennia-46476	62	12	foundations	foundation	NOUN
fennia-46476	62	13	of	of	ADP
fennia-46476	62	14	the	the	DET
fennia-46476	62	15	variable	variable	ADJ
fennia-46476	62	16	selection	selection	NOUN
fennia-46476	62	17	and	and	CCONJ
fennia-46476	62	18	index	index	NOUN
fennia-46476	62	19	calculus	calculus	NOUN
fennia-46476	62	20	.	.	PUNCT
fennia-46476	63	1	in	in	ADP
fennia-46476	63	2	our	our	PRON
fennia-46476	63	3	study	study	NOUN
fennia-46476	63	4	,	,	PUNCT
fennia-46476	63	5	variable	variable	ADJ
fennia-46476	63	6	selection	selection	NOUN
fennia-46476	63	7	combines	combine	VERB
fennia-46476	63	8	conceptual	conceptual	ADJ
fennia-46476	63	9	arguments	argument	NOUN
fennia-46476	63	10	with	with	ADP
fennia-46476	63	11	empirical	empirical	ADJ
fennia-46476	63	12	observations	observation	NOUN
fennia-46476	63	13	;	;	PUNCT
fennia-46476	63	14	the	the	DET
fennia-46476	63	15	variables	variable	NOUN
fennia-46476	63	16	appropriate	appropriate	ADJ
fennia-46476	63	17	for	for	ADP
fennia-46476	63	18	an	an	DET
fennia-46476	63	19	applied	apply	VERB
fennia-46476	63	20	theoretical	theoretical	ADJ
fennia-46476	63	21	framework	framework	NOUN
fennia-46476	63	22	provide	provide	VERB
fennia-46476	63	23	higher	high	ADJ
fennia-46476	63	24	validity	validity	NOUN
fennia-46476	63	25	and	and	CCONJ
fennia-46476	63	26	reliability	reliability	NOUN
fennia-46476	63	27	(	(	PUNCT
fennia-46476	63	28	isard	isard	NOUN
fennia-46476	63	29	et	et	PROPN
fennia-46476	63	30	al	al	PROPN
fennia-46476	63	31	.	.	PROPN
fennia-46476	63	32	1998	1998	NUM
fennia-46476	63	33	)	)	PUNCT
fennia-46476	63	34	.	.	PUNCT
fennia-46476	64	1	in	in	ADP
fennia-46476	64	2	choosing	choose	VERB
fennia-46476	64	3	the	the	DET
fennia-46476	64	4	variables	variable	NOUN
fennia-46476	64	5	,	,	PUNCT
fennia-46476	64	6	the	the	DET
fennia-46476	64	7	criteria	criterion	NOUN
fennia-46476	64	8	listed	list	VERB
fennia-46476	64	9	by	by	ADP
fennia-46476	64	10	the	the	DET
fennia-46476	64	11	advisory	advisory	ADJ
fennia-46476	64	12	board	board	NOUN
fennia-46476	64	13	for	for	ADP
fennia-46476	64	14	regional	regional	ADJ
fennia-46476	64	15	development	development	NOUN
fennia-46476	64	16	in	in	ADP
fennia-46476	64	17	finland	finland	PROPN
fennia-46476	64	18	(	(	PUNCT
fennia-46476	64	19	kehitysalueiden	kehitysalueiden	ADJ
fennia-46476	64	20	neuvottelukunta	neuvottelukunta	PROPN
fennia-46476	64	21	1973	1973	NUM
fennia-46476	64	22	)	)	PUNCT
fennia-46476	64	23	,	,	PUNCT
fennia-46476	64	24	originally	originally	ADV
fennia-46476	64	25	stated	state	VERB
fennia-46476	64	26	as	as	ADP
fennia-46476	64	27	1	1	NUM
fennia-46476	64	28	)	)	PUNCT
fennia-46476	64	29	quantitative	quantitative	ADJ
fennia-46476	64	30	measurement	measurement	NOUN
fennia-46476	64	31	,	,	PUNCT
fennia-46476	64	32	2	2	X
fennia-46476	64	33	)	)	PUNCT
fennia-46476	64	34	instrumentality	instrumentality	NOUN
fennia-46476	64	35	,	,	PUNCT
fennia-46476	64	36	3	3	NUM
fennia-46476	64	37	)	)	PUNCT
fennia-46476	64	38	comprehensiveness	comprehensiveness	NOUN
fennia-46476	64	39	,	,	PUNCT
fennia-46476	64	40	4	4	NUM
fennia-46476	64	41	)	)	PUNCT
fennia-46476	64	42	significance	significance	NOUN
fennia-46476	64	43	,	,	PUNCT
fennia-46476	64	44	5	5	NUM
fennia-46476	64	45	)	)	PUNCT
fennia-46476	64	46	disaggregability	disaggregability	NOUN
fennia-46476	64	47	and	and	CCONJ
fennia-46476	64	48	6	6	NUM
fennia-46476	64	49	)	)	PUNCT
fennia-46476	64	50	exclusiveness	exclusiveness	NOUN
fennia-46476	64	51	,	,	PUNCT
fennia-46476	64	52	were	be	AUX
fennia-46476	64	53	pursued	pursue	VERB
fennia-46476	64	54	.	.	PUNCT
fennia-46476	65	1	in	in	ADP
fennia-46476	65	2	addition	addition	NOUN
fennia-46476	65	3	,	,	PUNCT
fennia-46476	65	4	other	other	ADJ
fennia-46476	65	5	studies	study	NOUN
fennia-46476	65	6	of	of	ADP
fennia-46476	65	7	regional	regional	ADJ
fennia-46476	65	8	development	development	NOUN
fennia-46476	65	9	in	in	ADP
fennia-46476	65	10	finland	finland	PROPN
fennia-46476	65	11	(	(	PUNCT
fennia-46476	65	12	e.g.	e.g.	ADV
fennia-46476	65	13	siirilä	siirilä	VERB
fennia-46476	65	14	et	et	PROPN
fennia-46476	65	15	al	al	PROPN
fennia-46476	65	16	.	.	PROPN
fennia-46476	65	17	1990	1990	NUM
fennia-46476	65	18	,	,	PUNCT
fennia-46476	65	19	2002	2002	NUM
fennia-46476	65	20	;	;	PUNCT
fennia-46476	65	21	rantala	rantala	NOUN
fennia-46476	65	22	2001	2001	NUM
fennia-46476	65	23	;	;	PUNCT
fennia-46476	65	24	mikkonen	mikkonen	PROPN
fennia-46476	65	25	2002	2002	NUM
fennia-46476	65	26	;	;	PUNCT
fennia-46476	65	27	lehtonen	lehtonen	PROPN
fennia-46476	65	28	&	&	CCONJ
fennia-46476	65	29	tykkyläinen	tykkyläinen	PROPN
fennia-46476	65	30	2010	2010	NUM
fennia-46476	65	31	,	,	PUNCT
fennia-46476	65	32	2011	2011	NUM
fennia-46476	65	33	)	)	PUNCT
fennia-46476	65	34	have	have	AUX
fennia-46476	65	35	been	be	AUX
fennia-46476	65	36	taken	take	VERB
fennia-46476	65	37	advantage	advantage	NOUN
fennia-46476	65	38	of	of	ADP
fennia-46476	65	39	.	.	PUNCT
fennia-46476	66	1	for	for	ADP
fennia-46476	66	2	example	example	NOUN
fennia-46476	66	3	,	,	PUNCT
fennia-46476	66	4	in	in	ADP
fennia-46476	66	5	these	these	DET
fennia-46476	66	6	studies	study	NOUN
fennia-46476	66	7	the	the	DET
fennia-46476	66	8	economic	economic	ADJ
fennia-46476	66	9	success	success	NOUN
fennia-46476	66	10	of	of	ADP
fennia-46476	66	11	regions	region	NOUN
fennia-46476	66	12	was	be	AUX
fennia-46476	66	13	strongly	strongly	ADV
fennia-46476	66	14	associated	associate	VERB
fennia-46476	66	15	with	with	ADP
fennia-46476	66	16	workforce	workforce	NOUN
fennia-46476	66	17	properties	property	NOUN
fennia-46476	66	18	.	.	PUNCT
fennia-46476	67	1	therefore	therefore	ADV
fennia-46476	67	2	,	,	PUNCT
fennia-46476	67	3	our	our	PRON
fennia-46476	67	4	analysis	analysis	NOUN
fennia-46476	67	5	includes	include	VERB
fennia-46476	67	6	variables	variable	NOUN
fennia-46476	67	7	on	on	ADP
fennia-46476	67	8	unemployment	unemployment	NOUN
fennia-46476	67	9	and	and	CCONJ
fennia-46476	67	10	the	the	DET
fennia-46476	67	11	educational	educational	ADJ
fennia-46476	67	12	level	level	NOUN
fennia-46476	67	13	and	and	CCONJ
fennia-46476	67	14	sectoral	sectoral	ADJ
fennia-46476	67	15	composition	composition	NOUN
fennia-46476	67	16	of	of	ADP
fennia-46476	67	17	the	the	DET
fennia-46476	67	18	workforce	workforce	NOUN
fennia-46476	67	19	.	.	PUNCT
fennia-46476	68	1	fennia	fennia	PROPN
fennia-46476	68	2	193	193	NUM
fennia-46476	68	3	:	:	SYM
fennia-46476	68	4	1	1	NUM
fennia-46476	68	5	(	(	PUNCT
fennia-46476	68	6	2015	2015	NUM
fennia-46476	68	7	)	)	PUNCT
fennia-46476	68	8	137geographical	137geographical	PROPN
fennia-46476	68	9	and	and	CCONJ
fennia-46476	68	10	temporal	temporal	ADJ
fennia-46476	68	11	variation	variation	NOUN
fennia-46476	68	12	of	of	ADP
fennia-46476	68	13	regional	regional	ADJ
fennia-46476	68	14	development	development	NOUN
fennia-46476	68	15	...	...	PUNCT
fennia-46476	69	1	moreover	moreover	ADV
fennia-46476	69	2	,	,	PUNCT
fennia-46476	69	3	variables	variable	NOUN
fennia-46476	69	4	commonly	commonly	ADV
fennia-46476	69	5	associated	associate	VERB
fennia-46476	69	6	with	with	ADP
fennia-46476	69	7	regional	regional	ADJ
fennia-46476	69	8	economic	economic	ADJ
fennia-46476	69	9	development	development	NOUN
fennia-46476	69	10	,	,	PUNCT
fennia-46476	69	11	i.e.	i.e.	X
fennia-46476	69	12	variables	variable	NOUN
fennia-46476	69	13	on	on	ADP
fennia-46476	69	14	the	the	DET
fennia-46476	69	15	income	income	NOUN
fennia-46476	69	16	level	level	NOUN
fennia-46476	69	17	and	and	CCONJ
fennia-46476	69	18	regional	regional	ADJ
fennia-46476	69	19	gross	gross	ADJ
fennia-46476	69	20	domestic	domestic	ADJ
fennia-46476	69	21	product	product	NOUN
fennia-46476	69	22	(	(	PUNCT
fennia-46476	69	23	gdp	gdp	NOUN
fennia-46476	69	24	)	)	PUNCT
fennia-46476	69	25	,	,	PUNCT
fennia-46476	69	26	where	where	SCONJ
fennia-46476	69	27	used	use	VERB
fennia-46476	69	28	to	to	PART
fennia-46476	69	29	describe	describe	VERB
fennia-46476	69	30	the	the	DET
fennia-46476	69	31	efficiency	efficiency	NOUN
fennia-46476	69	32	and	and	CCONJ
fennia-46476	69	33	intensity	intensity	NOUN
fennia-46476	69	34	of	of	ADP
fennia-46476	69	35	economic	economic	ADJ
fennia-46476	69	36	activity	activity	NOUN
fennia-46476	69	37	.	.	PUNCT
fennia-46476	70	1	the	the	DET
fennia-46476	70	2	social	social	ADJ
fennia-46476	70	3	structures	structure	NOUN
fennia-46476	70	4	of	of	ADP
fennia-46476	70	5	the	the	DET
fennia-46476	70	6	regions	region	NOUN
fennia-46476	70	7	were	be	AUX
fennia-46476	70	8	measured	measure	VERB
fennia-46476	70	9	with	with	ADP
fennia-46476	70	10	data	datum	NOUN
fennia-46476	70	11	on	on	ADP
fennia-46476	70	12	migration	migration	NOUN
fennia-46476	70	13	and	and	CCONJ
fennia-46476	70	14	number	number	NOUN
fennia-46476	70	15	of	of	ADP
fennia-46476	70	16	children	child	NOUN
fennia-46476	70	17	and	and	CCONJ
fennia-46476	70	18	with	with	ADP
fennia-46476	70	19	variables	variable	NOUN
fennia-46476	70	20	related	relate	VERB
fennia-46476	70	21	to	to	ADP
fennia-46476	70	22	social	social	ADJ
fennia-46476	70	23	cohesion	cohesion	NOUN
fennia-46476	70	24	,	,	PUNCT
fennia-46476	70	25	namely	namely	ADV
fennia-46476	70	26	dependency	dependency	NOUN
fennia-46476	70	27	ratio	ratio	NOUN
fennia-46476	70	28	and	and	CCONJ
fennia-46476	70	29	gender	gender	NOUN
fennia-46476	70	30	structure	structure	NOUN
fennia-46476	70	31	.	.	PUNCT
fennia-46476	71	1	the	the	DET
fennia-46476	71	2	negative	negative	ADJ
fennia-46476	71	3	impacts	impact	NOUN
fennia-46476	71	4	of	of	ADP
fennia-46476	71	5	the	the	DET
fennia-46476	71	6	concentration	concentration	NOUN
fennia-46476	71	7	of	of	ADP
fennia-46476	71	8	population	population	NOUN
fennia-46476	71	9	,	,	PUNCT
fennia-46476	71	10	where	where	SCONJ
fennia-46476	71	11	taken	take	VERB
fennia-46476	71	12	into	into	ADP
fennia-46476	71	13	account	account	NOUN
fennia-46476	71	14	by	by	ADP
fennia-46476	71	15	using	use	VERB
fennia-46476	71	16	variables	variable	NOUN
fennia-46476	71	17	on	on	ADP
fennia-46476	71	18	housing	housing	NOUN
fennia-46476	71	19	conditions	condition	NOUN
fennia-46476	71	20	and	and	CCONJ
fennia-46476	71	21	the	the	DET
fennia-46476	71	22	crime	crime	NOUN
fennia-46476	71	23	rate	rate	NOUN
fennia-46476	71	24	.	.	PUNCT
fennia-46476	72	1	to	to	PART
fennia-46476	72	2	sum	sum	VERB
fennia-46476	72	3	up	up	ADP
fennia-46476	72	4	,	,	PUNCT
fennia-46476	72	5	the	the	DET
fennia-46476	72	6	variables	variable	NOUN
fennia-46476	72	7	chosen	choose	VERB
fennia-46476	72	8	include	include	VERB
fennia-46476	72	9	various	various	ADJ
fennia-46476	72	10	socio	socio	NOUN
fennia-46476	72	11	-	-	PUNCT
fennia-46476	72	12	economic	economic	ADJ
fennia-46476	72	13	variables	variable	NOUN
fennia-46476	72	14	,	,	PUNCT
fennia-46476	72	15	such	such	ADJ
fennia-46476	72	16	as	as	ADP
fennia-46476	72	17	gdp	gdp	NOUN
fennia-46476	72	18	,	,	PUNCT
fennia-46476	72	19	unemployment	unemployment	NOUN
fennia-46476	72	20	,	,	PUNCT
fennia-46476	72	21	sources	source	NOUN
fennia-46476	72	22	of	of	ADP
fennia-46476	72	23	livelihood	livelihood	NOUN
fennia-46476	72	24	,	,	PUNCT
fennia-46476	72	25	and	and	CCONJ
fennia-46476	72	26	the	the	DET
fennia-46476	72	27	percentage	percentage	NOUN
fennia-46476	72	28	of	of	ADP
fennia-46476	72	29	the	the	DET
fennia-46476	72	30	adult	adult	NOUN
fennia-46476	72	31	population	population	NOUN
fennia-46476	72	32	with	with	ADP
fennia-46476	72	33	higher	high	ADJ
fennia-46476	72	34	education	education	NOUN
fennia-46476	72	35	(	(	PUNCT
fennia-46476	72	36	table	table	NOUN
fennia-46476	72	37	1	1	NUM
fennia-46476	72	38	)	)	PUNCT
fennia-46476	72	39	.	.	PUNCT
fennia-46476	73	1	in	in	ADP
fennia-46476	73	2	the	the	DET
fennia-46476	73	3	selection	selection	NOUN
fennia-46476	73	4	of	of	ADP
fennia-46476	73	5	study	study	NOUN
fennia-46476	73	6	variables	variable	NOUN
fennia-46476	73	7	we	we	PRON
fennia-46476	73	8	also	also	ADV
fennia-46476	73	9	need	need	VERB
fennia-46476	73	10	to	to	PART
fennia-46476	73	11	consider	consider	VERB
fennia-46476	73	12	the	the	DET
fennia-46476	73	13	temporal	temporal	ADJ
fennia-46476	73	14	aspect	aspect	NOUN
fennia-46476	73	15	of	of	ADP
fennia-46476	73	16	regional	regional	ADJ
fennia-46476	73	17	development	development	NOUN
fennia-46476	73	18	,	,	PUNCT
fennia-46476	73	19	as	as	SCONJ
fennia-46476	73	20	what	what	PRON
fennia-46476	73	21	is	be	AUX
fennia-46476	73	22	‘	'	PUNCT
fennia-46476	73	23	agreed	agree	VERB
fennia-46476	73	24	’	'	PUNCT
fennia-46476	73	25	,	,	PUNCT
fennia-46476	73	26	in	in	ADP
fennia-46476	73	27	the	the	DET
fennia-46476	73	28	literature	literature	NOUN
fennia-46476	73	29	,	,	PUNCT
fennia-46476	73	30	to	to	PART
fennia-46476	73	31	constitute	constitute	VERB
fennia-46476	73	32	development	development	NOUN
fennia-46476	73	33	changes	change	NOUN
fennia-46476	73	34	over	over	ADP
fennia-46476	73	35	time	time	NOUN
fennia-46476	73	36	(	(	PUNCT
fennia-46476	73	37	pike	pike	NOUN
fennia-46476	73	38	et	et	PROPN
fennia-46476	73	39	al	al	PROPN
fennia-46476	73	40	.	.	PROPN
fennia-46476	73	41	2007	2007	NUM
fennia-46476	73	42	)	)	PUNCT
fennia-46476	73	43	.	.	PUNCT
fennia-46476	74	1	for	for	ADP
fennia-46476	74	2	example	example	NOUN
fennia-46476	74	3	,	,	PUNCT
fennia-46476	74	4	the	the	DET
fennia-46476	74	5	degrees	degree	NOUN
fennia-46476	74	6	of	of	ADP
fennia-46476	74	7	industrialization	industrialization	NOUN
fennia-46476	74	8	and	and	CCONJ
fennia-46476	74	9	services	service	NOUN
fennia-46476	74	10	have	have	AUX
fennia-46476	74	11	been	be	AUX
fennia-46476	74	12	traditionally	traditionally	ADV
fennia-46476	74	13	considered	consider	VERB
fennia-46476	74	14	as	as	ADP
fennia-46476	74	15	the	the	DET
fennia-46476	74	16	main	main	ADJ
fennia-46476	74	17	indicators	indicator	NOUN
fennia-46476	74	18	of	of	ADP
fennia-46476	74	19	development	development	NOUN
fennia-46476	74	20	in	in	ADP
fennia-46476	74	21	individual	individual	ADJ
fennia-46476	74	22	locations	location	NOUN
fennia-46476	74	23	(	(	PUNCT
fennia-46476	74	24	dicken	dicken	PROPN
fennia-46476	74	25	&	&	CCONJ
fennia-46476	74	26	lloyd	lloyd	PROPN
fennia-46476	74	27	1991	1991	NUM
fennia-46476	74	28	)	)	PUNCT
fennia-46476	74	29	.	.	PUNCT
fennia-46476	75	1	however	however	ADV
fennia-46476	75	2	,	,	PUNCT
fennia-46476	75	3	since	since	SCONJ
fennia-46476	75	4	the	the	DET
fennia-46476	75	5	1990s	1990s	NUM
fennia-46476	75	6	innovationdriven	innovationdriven	VERB
fennia-46476	75	7	developmental	developmental	ADJ
fennia-46476	75	8	rhetoric	rhetoric	NOUN
fennia-46476	75	9	has	have	AUX
fennia-46476	75	10	increased	increase	VERB
fennia-46476	75	11	steadily	steadily	ADV
fennia-46476	75	12	(	(	PUNCT
fennia-46476	75	13	jauhiainen	jauhiainen	PROPN
fennia-46476	75	14	2008	2008	NUM
fennia-46476	75	15	)	)	PUNCT
fennia-46476	75	16	.	.	PUNCT
fennia-46476	76	1	therefore	therefore	ADV
fennia-46476	76	2	,	,	PUNCT
fennia-46476	76	3	due	due	ADP
fennia-46476	76	4	to	to	ADP
fennia-46476	76	5	limitations	limitation	NOUN
fennia-46476	76	6	in	in	ADP
fennia-46476	76	7	technology	technology	NOUN
fennia-46476	76	8	variables	variable	NOUN
fennia-46476	76	9	concerning	concern	VERB
fennia-46476	76	10	regional	regional	ADJ
fennia-46476	76	11	development	development	NOUN
fennia-46476	76	12	and	and	CCONJ
fennia-46476	76	13	growth	growth	NOUN
fennia-46476	76	14	,	,	PUNCT
fennia-46476	76	15	several	several	ADJ
fennia-46476	76	16	other	other	ADJ
fennia-46476	76	17	newly	newly	ADV
fennia-46476	76	18	found	find	VERB
fennia-46476	76	19	concepts	concept	NOUN
fennia-46476	76	20	highlighting	highlight	VERB
fennia-46476	76	21	the	the	DET
fennia-46476	76	22	importance	importance	NOUN
fennia-46476	76	23	of	of	ADP
fennia-46476	76	24	innovation	innovation	NOUN
fennia-46476	76	25	have	have	AUX
fennia-46476	76	26	been	be	AUX
fennia-46476	76	27	used	use	VERB
fennia-46476	76	28	to	to	PART
fennia-46476	76	29	describe	describe	VERB
fennia-46476	76	30	this	this	DET
fennia-46476	76	31	“	"	PUNCT
fennia-46476	76	32	techno	techno	NOUN
fennia-46476	76	33	-	-	PUNCT
fennia-46476	76	34	scientific	scientific	ADJ
fennia-46476	76	35	”	"	PUNCT
fennia-46476	76	36	development	development	NOUN
fennia-46476	76	37	(	(	PUNCT
fennia-46476	76	38	nonaka	nonaka	PROPN
fennia-46476	76	39	&	&	CCONJ
fennia-46476	76	40	takeuchi	takeuchi	PROPN
fennia-46476	76	41	1995	1995	NUM
fennia-46476	76	42	;	;	PUNCT
fennia-46476	76	43	florida	florida	PROPN
fennia-46476	76	44	2002	2002	NUM
fennia-46476	76	45	;	;	PUNCT
fennia-46476	76	46	webster	webster	PROPN
fennia-46476	76	47	2002	2002	NUM
fennia-46476	76	48	)	)	PUNCT
fennia-46476	76	49	.	.	PUNCT
fennia-46476	77	1	however	however	ADV
fennia-46476	77	2	,	,	PUNCT
fennia-46476	77	3	there	there	PRON
fennia-46476	77	4	are	be	VERB
fennia-46476	77	5	problems	problem	NOUN
fennia-46476	77	6	in	in	ADP
fennia-46476	77	7	the	the	DET
fennia-46476	77	8	measurement	measurement	NOUN
fennia-46476	77	9	of	of	ADP
fennia-46476	77	10	innovation	innovation	NOUN
fennia-46476	77	11	–	–	PUNCT
fennia-46476	77	12	defined	define	VERB
fennia-46476	77	13	in	in	ADP
fennia-46476	77	14	the	the	DET
fennia-46476	77	15	traditional	traditional	ADJ
fennia-46476	77	16	sense	sense	NOUN
fennia-46476	77	17	as	as	ADP
fennia-46476	77	18	the	the	DET
fennia-46476	77	19	first	first	ADJ
fennia-46476	77	20	introduction	introduction	NOUN
fennia-46476	77	21	of	of	ADP
fennia-46476	77	22	an	an	DET
fennia-46476	77	23	invention	invention	NOUN
fennia-46476	77	24	in	in	ADP
fennia-46476	77	25	the	the	DET
fennia-46476	77	26	market	market	NOUN
fennia-46476	77	27	(	(	PUNCT
fennia-46476	77	28	sternberg	sternberg	PROPN
fennia-46476	77	29	2009	2009	NUM
fennia-46476	77	30	)	)	PUNCT
fennia-46476	77	31	–	–	PUNCT
fennia-46476	77	32	particularly	particularly	ADV
fennia-46476	77	33	in	in	ADP
fennia-46476	77	34	regional	regional	ADJ
fennia-46476	77	35	contexts	context	NOUN
fennia-46476	77	36	,	,	PUNCT
fennia-46476	77	37	because	because	SCONJ
fennia-46476	77	38	the	the	DET
fennia-46476	77	39	availability	availability	NOUN
fennia-46476	77	40	of	of	ADP
fennia-46476	77	41	coherent	coherent	ADJ
fennia-46476	77	42	data	datum	NOUN
fennia-46476	77	43	from	from	ADP
fennia-46476	77	44	interregional	interregional	ADJ
fennia-46476	77	45	sources	source	NOUN
fennia-46476	77	46	is	be	AUX
fennia-46476	77	47	often	often	ADV
fennia-46476	77	48	limited	limit	VERB
fennia-46476	77	49	.	.	PUNCT
fennia-46476	78	1	therefore	therefore	ADV
fennia-46476	78	2	,	,	PUNCT
fennia-46476	78	3	r&d	r&d	NOUN
fennia-46476	78	4	and	and	CCONJ
fennia-46476	78	5	patent	patent	NOUN
fennia-46476	78	6	statistics	statistic	NOUN
fennia-46476	78	7	were	be	AUX
fennia-46476	78	8	used	use	VERB
fennia-46476	78	9	here	here	ADV
fennia-46476	78	10	despite	despite	SCONJ
fennia-46476	78	11	their	their	PRON
fennia-46476	78	12	limitation	limitation	NOUN
fennia-46476	78	13	of	of	ADP
fennia-46476	78	14	being	be	AUX
fennia-46476	78	15	measures	measure	NOUN
fennia-46476	78	16	for	for	ADP
fennia-46476	78	17	technological	technological	ADJ
fennia-46476	78	18	product	product	NOUN
fennia-46476	78	19	innovations	innovation	NOUN
fennia-46476	78	20	(	(	PUNCT
fennia-46476	78	21	less	less	ADV
fennia-46476	78	22	suitable	suitable	ADJ
fennia-46476	78	23	for	for	ADP
fennia-46476	78	24	measuring	measure	VERB
fennia-46476	78	25	other	other	ADJ
fennia-46476	78	26	types	type	NOUN
fennia-46476	78	27	of	of	ADP
fennia-46476	78	28	innovation	innovation	NOUN
fennia-46476	78	29	)	)	PUNCT
fennia-46476	78	30	and	and	CCONJ
fennia-46476	78	31	innovation	innovation	NOUN
fennia-46476	78	32	inputs	input	NOUN
fennia-46476	78	33	(	(	PUNCT
fennia-46476	78	34	rather	rather	ADV
fennia-46476	78	35	than	than	ADP
fennia-46476	78	36	actual	actual	ADJ
fennia-46476	78	37	outputs	output	NOUN
fennia-46476	78	38	)	)	PUNCT
fennia-46476	78	39	,	,	PUNCT
fennia-46476	78	40	as	as	SCONJ
fennia-46476	78	41	they	they	PRON
fennia-46476	78	42	are	be	AUX
fennia-46476	78	43	among	among	ADP
fennia-46476	78	44	the	the	DET
fennia-46476	78	45	most	most	ADV
fennia-46476	78	46	commonly	commonly	ADV
fennia-46476	78	47	used	use	VERB
fennia-46476	78	48	indicators	indicator	NOUN
fennia-46476	78	49	of	of	ADP
fennia-46476	78	50	innovation	innovation	NOUN
fennia-46476	78	51	,	,	PUNCT
fennia-46476	78	52	since	since	SCONJ
fennia-46476	78	53	they	they	PRON
fennia-46476	78	54	provide	provide	VERB
fennia-46476	78	55	valuable	valuable	ADJ
fennia-46476	78	56	information	information	NOUN
fennia-46476	78	57	on	on	ADP
fennia-46476	78	58	the	the	DET
fennia-46476	78	59	regional	regional	ADJ
fennia-46476	78	60	innovation	innovation	NOUN
fennia-46476	78	61	activities	activity	NOUN
fennia-46476	78	62	and	and	CCONJ
fennia-46476	78	63	offer	offer	VERB
fennia-46476	78	64	good	good	ADJ
fennia-46476	78	65	regional	regional	ADJ
fennia-46476	78	66	data	datum	NOUN
fennia-46476	78	67	availability	availability	NOUN
fennia-46476	78	68	(	(	PUNCT
fennia-46476	78	69	makkonen	makkonen	PROPN
fennia-46476	78	70	&	&	CCONJ
fennia-46476	78	71	van	van	PROPN
fennia-46476	78	72	der	der	PROPN
fennia-46476	78	73	have	have	VERB
fennia-46476	78	74	2013	2013	NUM
fennia-46476	78	75	)	)	PUNCT
fennia-46476	78	76	.	.	PUNCT
fennia-46476	79	1	table	table	NOUN
fennia-46476	79	2	1	1	NUM
fennia-46476	79	3	.	.	PUNCT
fennia-46476	79	4	chosen	choose	VERB
fennia-46476	79	5	variables	variable	NOUN
fennia-46476	79	6	depicting	depict	VERB
fennia-46476	79	7	regional	regional	ADJ
fennia-46476	79	8	development	development	NOUN
fennia-46476	79	9	and	and	CCONJ
fennia-46476	79	10	innovation	innovation	NOUN
fennia-46476	79	11	(	(	PUNCT
fennia-46476	79	12	in	in	ADP
fennia-46476	79	13	this	this	DET
fennia-46476	79	14	study	study	NOUN
fennia-46476	79	15	)	)	PUNCT
fennia-46476	79	16	.	.	PUNCT
fennia-46476	80	1	regional	regional	ADJ
fennia-46476	80	2	 	 	SPACE
fennia-46476	80	3	development	development	NOUN
fennia-46476	80	4	  	  	SPACE
fennia-46476	80	5	population	population	NOUN
fennia-46476	80	6	 	 	SPACE
fennia-46476	80	7	change	change	NOUN
fennia-46476	80	8	  	  	SPACE
fennia-46476	80	9	net	net	ADJ
fennia-46476	80	10	 	 	SPACE
fennia-46476	80	11	population	population	NOUN
fennia-46476	80	12	 	 	SPACE
fennia-46476	80	13	change	change	NOUN
fennia-46476	80	14	 	 	SPACE
fennia-46476	80	15	%	%	NOUN
fennia-46476	80	16	 	 	SPACE
fennia-46476	80	17	(	(	PUNCT
fennia-46476	80	18	natural	natural	ADJ
fennia-46476	80	19	 	 	SPACE
fennia-46476	80	20	population	population	NOUN
fennia-46476	80	21	 	 	SPACE
fennia-46476	80	22	change	change	NOUN
fennia-46476	80	23	 	 	SPACE
fennia-46476	80	24	and	and	CCONJ
fennia-46476	80	25	 	 	SPACE
fennia-46476	80	26	migration	migration	NOUN
fennia-46476	80	27	)	)	PUNCT
fennia-46476	80	28	workforce	workforce	NOUN
fennia-46476	80	29	  	  	SPACE
fennia-46476	80	30	percentage	percentage	NOUN
fennia-46476	80	31	 	 	SPACE
fennia-46476	80	32	of	of	ADP
fennia-46476	80	33	 	 	SPACE
fennia-46476	80	34	population	population	NOUN
fennia-46476	80	35	 	 	SPACE
fennia-46476	80	36	in	in	ADP
fennia-46476	80	37	 	 	SPACE
fennia-46476	80	38	workforce	workforce	NOUN
fennia-46476	80	39	  	  	SPACE
fennia-46476	80	40	children	child	NOUN
fennia-46476	80	41	  	  	SPACE
fennia-46476	80	42	percentage	percentage	NOUN
fennia-46476	80	43	 	 	SPACE
fennia-46476	80	44	of	of	ADP
fennia-46476	80	45	 	 	SPACE
fennia-46476	80	46	children	child	NOUN
fennia-46476	80	47	 	 	SPACE
fennia-46476	80	48	(	(	PUNCT
fennia-46476	80	49	under	under	ADP
fennia-46476	80	50	 	 	SPACE
fennia-46476	80	51	15	15	NUM
fennia-46476	80	52	 	 	SPACE
fennia-46476	80	53	years	year	NOUN
fennia-46476	80	54	 	 	SPACE
fennia-46476	80	55	of	of	ADP
fennia-46476	80	56	 	 	SPACE
fennia-46476	80	57	age	age	NOUN
fennia-46476	80	58	)	)	PUNCT
fennia-46476	80	59	  	  	SPACE
fennia-46476	80	60	dependency	dependency	NOUN
fennia-46476	80	61	 	 	SPACE
fennia-46476	80	62	ratio	ratio	NOUN
fennia-46476	80	63	   	   	SPACE
fennia-46476	80	64	amount	amount	NOUN
fennia-46476	80	65	 	 	SPACE
fennia-46476	80	66	of	of	ADP
fennia-46476	80	67	 	 	SPACE
fennia-46476	80	68	nonworking	nonworke	VERB
fennia-46476	80	69	 	 	SPACE
fennia-46476	80	70	(	(	PUNCT
fennia-46476	80	71	unemployed	unemployed	ADJ
fennia-46476	80	72	,	,	PUNCT
fennia-46476	80	73	 	 	SPACE
fennia-46476	80	74	pensioners	pensioner	NOUN
fennia-46476	80	75	,	,	PUNCT
fennia-46476	80	76	 	 	SPACE
fennia-46476	80	77	children	child	NOUN
fennia-46476	80	78	 	 	SPACE
fennia-46476	80	79	etc	etc	X
fennia-46476	80	80	.	.	PUNCT
fennia-46476	80	81	)	)	PUNCT
fennia-46476	80	82	  	  	SPACE
fennia-46476	80	83	population	population	NOUN
fennia-46476	80	84	 	 	SPACE
fennia-46476	80	85	compared	compare	VERB
fennia-46476	80	86	 	 	SPACE
fennia-46476	80	87	with	with	ADP
fennia-46476	80	88	 	 	SPACE
fennia-46476	80	89	working	work	VERB
fennia-46476	80	90	 	 	SPACE
fennia-46476	80	91	population	population	NOUN
fennia-46476	80	92	  	  	SPACE
fennia-46476	80	93	education	education	NOUN
fennia-46476	80	94	  	  	SPACE
fennia-46476	80	95	percentage	percentage	NOUN
fennia-46476	80	96	 	 	SPACE
fennia-46476	80	97	of	of	ADP
fennia-46476	80	98	 	 	SPACE
fennia-46476	80	99	adult	adult	NOUN
fennia-46476	80	100	 	 	SPACE
fennia-46476	80	101	population	population	NOUN
fennia-46476	80	102	 	 	SPACE
fennia-46476	80	103	with	with	ADP
fennia-46476	80	104	 	 	SPACE
fennia-46476	80	105	higher	high	ADJ
fennia-46476	80	106	 	 	SPACE
fennia-46476	80	107	education	education	NOUN
fennia-46476	80	108	   	   	SPACE
fennia-46476	80	109	gender	gender	NOUN
fennia-46476	80	110	 	 	SPACE
fennia-46476	80	111	structure	structure	NOUN
fennia-46476	80	112	  	  	SPACE
fennia-46476	80	113	number	number	NOUN
fennia-46476	80	114	 	 	SPACE
fennia-46476	80	115	of	of	ADP
fennia-46476	80	116	 	 	SPACE
fennia-46476	80	117	women	woman	NOUN
fennia-46476	80	118	 	 	SPACE
fennia-46476	80	119	compared	compare	VERB
fennia-46476	80	120	 	 	SPACE
fennia-46476	80	121	with	with	ADP
fennia-46476	80	122	 	 	SPACE
fennia-46476	80	123	1000	1000	NUM
fennia-46476	80	124	 	 	SPACE
fennia-46476	80	125	men	man	NOUN
fennia-46476	80	126	   	   	SPACE
fennia-46476	80	127	unemployment	unemployment	NOUN
fennia-46476	80	128	  	  	SPACE
fennia-46476	80	129	unemployment	unemployment	NOUN
fennia-46476	80	130	 	 	SPACE
fennia-46476	80	131	rate	rate	NOUN
fennia-46476	80	132	 	 	SPACE
fennia-46476	80	133	%	%	NOUN
fennia-46476	80	134	  	  	SPACE
fennia-46476	80	135	agriculture	agriculture	NOUN
fennia-46476	80	136	 	 	SPACE
fennia-46476	80	137	and	and	CCONJ
fennia-46476	80	138	 	 	SPACE
fennia-46476	80	139	forestry	forestry	NOUN
fennia-46476	80	140	  	  	SPACE
fennia-46476	80	141	percentage	percentage	NOUN
fennia-46476	80	142	 	 	SPACE
fennia-46476	80	143	of	of	ADP
fennia-46476	80	144	 	 	SPACE
fennia-46476	80	145	working	work	VERB
fennia-46476	80	146	 	 	SPACE
fennia-46476	80	147	population	population	NOUN
fennia-46476	80	148	 	 	SPACE
fennia-46476	80	149	in	in	ADP
fennia-46476	80	150	 	 	SPACE
fennia-46476	80	151	agriculture	agriculture	NOUN
fennia-46476	80	152	 	 	SPACE
fennia-46476	80	153	and	and	CCONJ
fennia-46476	80	154	 	 	SPACE
fennia-46476	80	155	forestry	forestry	NOUN
fennia-46476	80	156	 	 	SPACE
fennia-46476	80	157	sector	sector	NOUN
fennia-46476	80	158	  	  	SPACE
fennia-46476	80	159	industry	industry	NOUN
fennia-46476	80	160	  	  	SPACE
fennia-46476	80	161	percentage	percentage	NOUN
fennia-46476	80	162	 	 	SPACE
fennia-46476	80	163	of	of	ADP
fennia-46476	80	164	 	 	SPACE
fennia-46476	80	165	working	work	VERB
fennia-46476	80	166	 	 	SPACE
fennia-46476	80	167	population	population	NOUN
fennia-46476	80	168	 	 	SPACE
fennia-46476	80	169	in	in	ADP
fennia-46476	80	170	 	 	SPACE
fennia-46476	80	171	industry	industry	NOUN
fennia-46476	80	172	 	 	SPACE
fennia-46476	80	173	sector	sector	NOUN
fennia-46476	80	174	  	  	SPACE
fennia-46476	80	175	service	service	NOUN
fennia-46476	80	176	  	  	SPACE
fennia-46476	80	177	percentage	percentage	NOUN
fennia-46476	80	178	 	 	SPACE
fennia-46476	80	179	of	of	ADP
fennia-46476	80	180	 	 	SPACE
fennia-46476	80	181	working	work	VERB
fennia-46476	80	182	 	 	SPACE
fennia-46476	80	183	population	population	NOUN
fennia-46476	80	184	 	 	SPACE
fennia-46476	80	185	in	in	ADP
fennia-46476	80	186	 	 	SPACE
fennia-46476	80	187	service	service	NOUN
fennia-46476	80	188	 	 	SPACE
fennia-46476	80	189	sector	sector	NOUN
fennia-46476	80	190	  	  	SPACE
fennia-46476	80	191	gdp	gdp	NOUN
fennia-46476	80	192	  	  	SPACE
fennia-46476	80	193	gross	gross	ADJ
fennia-46476	80	194	 	 	SPACE
fennia-46476	80	195	domestic	domestic	ADJ
fennia-46476	80	196	 	 	SPACE
fennia-46476	80	197	product	product	NOUN
fennia-46476	80	198	 	 	SPACE
fennia-46476	80	199	/	/	SYM
fennia-46476	80	200	 	 	SPACE
fennia-46476	80	201	inhabitant	inhabitant	NOUN
fennia-46476	80	202	  	  	SPACE
fennia-46476	80	203	gdp	gdp	NOUN
fennia-46476	80	204	 	 	SPACE
fennia-46476	80	205	change	change	NOUN
fennia-46476	80	206	  	  	SPACE
fennia-46476	80	207	growth	growth	NOUN
fennia-46476	80	208	 	 	SPACE
fennia-46476	80	209	in	in	ADP
fennia-46476	80	210	 	 	SPACE
fennia-46476	80	211	gross	gross	ADJ
fennia-46476	80	212	 	 	SPACE
fennia-46476	80	213	domestic	domestic	ADJ
fennia-46476	80	214	 	 	SPACE
fennia-46476	80	215	product	product	NOUN
fennia-46476	80	216	 	 	SPACE
fennia-46476	80	217	%	%	NOUN
fennia-46476	80	218	  	  	SPACE
fennia-46476	80	219	gva	gva	PROPN
fennia-46476	80	220	  	  	SPACE
fennia-46476	80	221	gross	gross	ADJ
fennia-46476	80	222	 	 	SPACE
fennia-46476	80	223	value	value	NOUN
fennia-46476	80	224	 	 	SPACE
fennia-46476	80	225	added	add	VERB
fennia-46476	80	226	 	 	SPACE
fennia-46476	80	227	/	/	SYM
fennia-46476	80	228	 	 	SPACE
fennia-46476	80	229	inhabitant	inhabitant	NOUN
fennia-46476	80	230	  	  	SPACE
fennia-46476	80	231	income	income	NOUN
fennia-46476	80	232	  	  	SPACE
fennia-46476	80	233	gross	gross	ADJ
fennia-46476	80	234	 	 	SPACE
fennia-46476	80	235	income	income	NOUN
fennia-46476	80	236	 	 	SPACE
fennia-46476	80	237	/	/	SYM
fennia-46476	80	238	 	 	SPACE
fennia-46476	80	239	inhabitant	inhabitant	NOUN
fennia-46476	80	240	  	  	SPACE
fennia-46476	80	241	housing	housing	NOUN
fennia-46476	80	242	  	  	SPACE
fennia-46476	80	243	percentage	percentage	NOUN
fennia-46476	80	244	 	 	SPACE
fennia-46476	80	245	of	of	ADP
fennia-46476	80	246	 	 	SPACE
fennia-46476	80	247	small	small	ADJ
fennia-46476	80	248	 	 	SPACE
fennia-46476	80	249	and/or	and/or	ADV
fennia-46476	80	250	 	 	SPACE
fennia-46476	80	251	inadequate	inadequate	ADJ
fennia-46476	80	252	 	 	SPACE
fennia-46476	80	253	housing	housing	NOUN
fennia-46476	80	254	crime	crime	NOUN
fennia-46476	80	255	  	  	SPACE
fennia-46476	80	256	crimes	crime	NOUN
fennia-46476	80	257	 	 	SPACE
fennia-46476	80	258	against	against	ADP
fennia-46476	80	259	 	 	SPACE
fennia-46476	80	260	human	human	ADJ
fennia-46476	80	261	 	 	SPACE
fennia-46476	80	262	life	life	NOUN
fennia-46476	80	263	 	 	SPACE
fennia-46476	80	264	and	and	CCONJ
fennia-46476	80	265	 	 	SPACE
fennia-46476	80	266	health	health	NOUN
fennia-46476	80	267	 	 	SPACE
fennia-46476	80	268	compared	compare	VERB
fennia-46476	80	269	 	 	SPACE
fennia-46476	80	270	with	with	ADP
fennia-46476	80	271	 	 	SPACE
fennia-46476	80	272	1000	1000	NUM
fennia-46476	80	273	 	 	SPACE
fennia-46476	80	274	persons	person	NOUN
fennia-46476	80	275	  	  	SPACE
fennia-46476	80	276	patents	patent	NOUN
fennia-46476	80	277	 	 	SPACE
fennia-46476	80	278	granted	grant	VERB
fennia-46476	80	279	  	  	SPACE
fennia-46476	80	280	patents	patent	NOUN
fennia-46476	80	281	 	 	SPACE
fennia-46476	80	282	granted	grant	VERB
fennia-46476	80	283	 	 	SPACE
fennia-46476	80	284	/	/	SYM
fennia-46476	80	285	 	 	SPACE
fennia-46476	80	286	1000	1000	NUM
fennia-46476	80	287	 	 	SPACE
fennia-46476	80	288	inhabitants	inhabitant	NOUN
fennia-46476	80	289	  	  	SPACE
fennia-46476	80	290	r&d	r&d	NOUN
fennia-46476	80	291	 	 	SPACE
fennia-46476	80	292	spending	spending	NOUN
fennia-46476	80	293	  	  	SPACE
fennia-46476	80	294	r&d	r&d	NOUN
fennia-46476	80	295	 	 	SPACE
fennia-46476	80	296	spending	spending	NOUN
fennia-46476	80	297	 	 	SPACE
fennia-46476	80	298	€	€	SYM
fennia-46476	80	299	 	 	SPACE
fennia-46476	80	300	/	/	SYM
fennia-46476	80	301	 	 	SPACE
fennia-46476	80	302	inhabitant	inhabitant	NOUN
fennia-46476	80	303	  	  	SPACE
fennia-46476	80	304	138	138	NUM
fennia-46476	80	305	fennia	fennia	NOUN
fennia-46476	80	306	193	193	NUM
fennia-46476	80	307	:	:	SYM
fennia-46476	80	308	1	1	NUM
fennia-46476	80	309	(	(	PUNCT
fennia-46476	80	310	2015)teemu	2015)teemu	NUM
fennia-46476	80	311	makkonen	makkonen	NOUN
fennia-46476	80	312	and	and	CCONJ
fennia-46476	80	313	tommi	tommi	PROPN
fennia-46476	80	314	inkinen	inkinen	PROPN
fennia-46476	80	315	empirical	empirical	ADJ
fennia-46476	80	316	material	material	NOUN
fennia-46476	80	317	data	datum	NOUN
fennia-46476	80	318	considerations	consideration	NOUN
fennia-46476	80	319	the	the	DET
fennia-46476	80	320	analysed	analyse	VERB
fennia-46476	80	321	data	datum	NOUN
fennia-46476	80	322	was	be	AUX
fennia-46476	80	323	compiled	compile	VERB
fennia-46476	80	324	and	and	CCONJ
fennia-46476	80	325	calculated	calculate	VERB
fennia-46476	80	326	from	from	ADP
fennia-46476	80	327	the	the	DET
fennia-46476	80	328	official	official	ADJ
fennia-46476	80	329	statistics	statistics	PROPN
fennia-46476	80	330	finland	finland	PROPN
fennia-46476	80	331	’s	’s	PART
fennia-46476	80	332	databases	database	NOUN
fennia-46476	80	333	(	(	PUNCT
fennia-46476	80	334	altika	altika	NOUN
fennia-46476	80	335	and	and	CCONJ
fennia-46476	80	336	statfin	statfin	NOUN
fennia-46476	80	337	)	)	PUNCT
fennia-46476	80	338	.	.	PUNCT
fennia-46476	81	1	the	the	DET
fennia-46476	81	2	calculations	calculation	NOUN
fennia-46476	81	3	make	make	VERB
fennia-46476	81	4	the	the	DET
fennia-46476	81	5	applied	apply	VERB
fennia-46476	81	6	dataset	dataset	NOUN
fennia-46476	81	7	unique	unique	ADJ
fennia-46476	81	8	;	;	PUNCT
fennia-46476	81	9	statistics	statistics	PROPN
fennia-46476	81	10	finland	finland	PROPN
fennia-46476	81	11	,	,	PUNCT
fennia-46476	81	12	the	the	DET
fennia-46476	81	13	provider	provider	NOUN
fennia-46476	81	14	of	of	ADP
fennia-46476	81	15	the	the	DET
fennia-46476	81	16	original	original	ADJ
fennia-46476	81	17	datasets	dataset	NOUN
fennia-46476	81	18	,	,	PUNCT
fennia-46476	81	19	does	do	AUX
fennia-46476	81	20	not	not	PART
fennia-46476	81	21	have	have	VERB
fennia-46476	81	22	these	these	DET
fennia-46476	81	23	calculated	calculate	VERB
fennia-46476	81	24	data	datum	NOUN
fennia-46476	81	25	sources	source	NOUN
fennia-46476	81	26	.	.	PUNCT
fennia-46476	82	1	the	the	DET
fennia-46476	82	2	employment	employment	NOUN
fennia-46476	82	3	of	of	ADP
fennia-46476	82	4	community	community	NOUN
fennia-46476	82	5	innovation	innovation	NOUN
fennia-46476	82	6	survey	survey	NOUN
fennia-46476	82	7	data	datum	NOUN
fennia-46476	82	8	was	be	AUX
fennia-46476	82	9	also	also	ADV
fennia-46476	82	10	considered	consider	VERB
fennia-46476	82	11	.	.	PUNCT
fennia-46476	83	1	however	however	ADV
fennia-46476	83	2	,	,	PUNCT
fennia-46476	83	3	as	as	ADP
fennia-46476	83	4	a	a	DET
fennia-46476	83	5	sample	sample	NOUN
fennia-46476	83	6	data	datum	NOUN
fennia-46476	83	7	of	of	ADP
fennia-46476	83	8	firms	firm	NOUN
fennia-46476	83	9	it	it	PRON
fennia-46476	83	10	poorly	poorly	ADV
fennia-46476	83	11	fits	fit	VERB
fennia-46476	83	12	our	our	PRON
fennia-46476	83	13	purposes	purpose	NOUN
fennia-46476	83	14	.	.	PUNCT
fennia-46476	84	1	the	the	DET
fennia-46476	84	2	amounts	amount	NOUN
fennia-46476	84	3	of	of	ADP
fennia-46476	84	4	gdp	gdp	NOUN
fennia-46476	84	5	and	and	CCONJ
fennia-46476	84	6	gross	gross	ADJ
fennia-46476	84	7	value	value	NOUN
fennia-46476	84	8	added	add	VERB
fennia-46476	84	9	(	(	PUNCT
fennia-46476	84	10	gva	gva	PROPN
fennia-46476	84	11	)	)	PUNCT
fennia-46476	84	12	,	,	PUNCT
fennia-46476	84	13	as	as	ADV
fennia-46476	84	14	well	well	ADV
fennia-46476	84	15	as	as	ADP
fennia-46476	84	16	r&d	r&d	NOUN
fennia-46476	84	17	and	and	CCONJ
fennia-46476	84	18	patent	patent	NOUN
fennia-46476	84	19	data	datum	NOUN
fennia-46476	84	20	,	,	PUNCT
fennia-46476	84	21	were	be	AUX
fennia-46476	84	22	compiled	compile	VERB
fennia-46476	84	23	from	from	ADP
fennia-46476	84	24	previous	previous	ADJ
fennia-46476	84	25	data	datum	NOUN
fennia-46476	84	26	from	from	ADP
fennia-46476	84	27	the	the	DET
fennia-46476	84	28	older	old	ADJ
fennia-46476	84	29	local	local	ADJ
fennia-46476	84	30	administrative	administrative	ADJ
fennia-46476	84	31	units	unit	NOUN
fennia-46476	84	32	(	(	PUNCT
fennia-46476	84	33	lau-1	lau-1	NUM
fennia-46476	84	34	)	)	PUNCT
fennia-46476	84	35	division	division	NOUN
fennia-46476	84	36	.	.	PUNCT
fennia-46476	85	1	consequently	consequently	ADV
fennia-46476	85	2	,	,	PUNCT
fennia-46476	85	3	a	a	DET
fennia-46476	85	4	few	few	ADJ
fennia-46476	85	5	smaller	small	ADJ
fennia-46476	85	6	contemporary	contemporary	ADJ
fennia-46476	85	7	municipalities	municipality	NOUN
fennia-46476	85	8	are	be	AUX
fennia-46476	85	9	misplaced	misplace	VERB
fennia-46476	85	10	in	in	ADP
fennia-46476	85	11	the	the	DET
fennia-46476	85	12	lau-1	lau-1	PRON
fennia-46476	85	13	division	division	NOUN
fennia-46476	85	14	of	of	ADP
fennia-46476	85	15	2010	2010	NUM
fennia-46476	85	16	used	use	VERB
fennia-46476	85	17	in	in	ADP
fennia-46476	85	18	this	this	DET
fennia-46476	85	19	study	study	NOUN
fennia-46476	85	20	.	.	PUNCT
fennia-46476	86	1	the	the	DET
fennia-46476	86	2	missing	miss	VERB
fennia-46476	86	3	data	datum	NOUN
fennia-46476	86	4	on	on	ADP
fennia-46476	86	5	certain	certain	ADJ
fennia-46476	86	6	lau-1s	lau-1s	NOUN
fennia-46476	86	7	from	from	ADP
fennia-46476	86	8	individual	individual	ADJ
fennia-46476	86	9	years	year	NOUN
fennia-46476	86	10	were	be	AUX
fennia-46476	86	11	estimated	estimate	VERB
fennia-46476	86	12	as	as	ADP
fennia-46476	86	13	the	the	DET
fennia-46476	86	14	moving	move	VERB
fennia-46476	86	15	averages	average	NOUN
fennia-46476	86	16	of	of	ADP
fennia-46476	86	17	contiguous	contiguous	ADJ
fennia-46476	86	18	years	year	NOUN
fennia-46476	86	19	.	.	PUNCT
fennia-46476	87	1	the	the	DET
fennia-46476	87	2	percentage	percentage	NOUN
fennia-46476	87	3	of	of	ADP
fennia-46476	87	4	missing	miss	VERB
fennia-46476	87	5	data	datum	NOUN
fennia-46476	87	6	points	point	NOUN
fennia-46476	87	7	in	in	ADP
fennia-46476	87	8	the	the	DET
fennia-46476	87	9	original	original	ADJ
fennia-46476	87	10	dataset	dataset	NOUN
fennia-46476	87	11	is	be	AUX
fennia-46476	87	12	1.7	1.7	NUM
fennia-46476	87	13	%	%	NOUN
fennia-46476	87	14	.	.	PUNCT
fennia-46476	88	1	in	in	ADP
fennia-46476	88	2	addition	addition	NOUN
fennia-46476	88	3	,	,	PUNCT
fennia-46476	88	4	the	the	DET
fennia-46476	88	5	classification	classification	NOUN
fennia-46476	88	6	of	of	ADP
fennia-46476	88	7	higher	high	ADJ
fennia-46476	88	8	education	education	NOUN
fennia-46476	88	9	in	in	ADP
fennia-46476	88	10	the	the	DET
fennia-46476	88	11	finnish	finnish	ADJ
fennia-46476	88	12	official	official	ADJ
fennia-46476	88	13	statistics	statistic	NOUN
fennia-46476	88	14	changed	change	VERB
fennia-46476	88	15	in	in	ADP
fennia-46476	88	16	1998	1998	NUM
fennia-46476	88	17	so	so	SCONJ
fennia-46476	88	18	the	the	DET
fennia-46476	88	19	data	datum	NOUN
fennia-46476	88	20	from	from	ADP
fennia-46476	88	21	1995–1997	1995–1997	NUM
fennia-46476	88	22	is	be	AUX
fennia-46476	88	23	based	base	VERB
fennia-46476	88	24	on	on	ADP
fennia-46476	88	25	an	an	DET
fennia-46476	88	26	earlier	early	ADJ
fennia-46476	88	27	educational	educational	ADJ
fennia-46476	88	28	division	division	NOUN
fennia-46476	88	29	.	.	PUNCT
fennia-46476	89	1	the	the	DET
fennia-46476	89	2	data	datum	NOUN
fennia-46476	89	3	were	be	AUX
fennia-46476	89	4	gathered	gather	VERB
fennia-46476	89	5	from	from	ADP
fennia-46476	89	6	the	the	DET
fennia-46476	89	7	years	year	NOUN
fennia-46476	89	8	1995–2007	1995–2007	NUM
fennia-46476	89	9	.	.	PUNCT
fennia-46476	90	1	in	in	ADP
fennia-46476	90	2	spatial	spatial	ADJ
fennia-46476	90	3	terms	term	NOUN
fennia-46476	90	4	,	,	PUNCT
fennia-46476	90	5	the	the	DET
fennia-46476	90	6	data	data	NOUN
fennia-46476	90	7	covers	cover	VERB
fennia-46476	90	8	all	all	PRON
fennia-46476	90	9	(	(	PUNCT
fennia-46476	90	10	68	68	NUM
fennia-46476	90	11	)	)	PUNCT
fennia-46476	90	12	of	of	ADP
fennia-46476	90	13	the	the	DET
fennia-46476	90	14	lau-1s	lau-1s	PROPN
fennia-46476	90	15	in	in	ADP
fennia-46476	90	16	mainland	mainland	NOUN
fennia-46476	90	17	finland	finland	PROPN
fennia-46476	90	18	and	and	CCONJ
fennia-46476	90	19	åland	åland	NOUN
fennia-46476	90	20	as	as	ADP
fennia-46476	90	21	a	a	DET
fennia-46476	90	22	whole	whole	ADJ
fennia-46476	90	23	due	due	ADJ
fennia-46476	90	24	to	to	ADP
fennia-46476	90	25	missing	miss	VERB
fennia-46476	90	26	data	datum	NOUN
fennia-46476	90	27	on	on	ADP
fennia-46476	90	28	the	the	DET
fennia-46476	90	29	lau-1	lau-1	NUM
fennia-46476	90	30	level	level	NOUN
fennia-46476	90	31	in	in	ADP
fennia-46476	90	32	åland	åland	NOUN
fennia-46476	90	33	(	(	PUNCT
fennia-46476	90	34	fig	fig	NOUN
fennia-46476	90	35	.	.	PUNCT
fennia-46476	90	36	1	1	NUM
fennia-46476	90	37	)	)	PUNCT
fennia-46476	90	38	.	.	PUNCT
fennia-46476	91	1	the	the	DET
fennia-46476	91	2	unit	unit	NOUN
fennia-46476	91	3	of	of	ADP
fennia-46476	91	4	observation	observation	NOUN
fennia-46476	91	5	issues	issue	NOUN
fennia-46476	91	6	was	be	AUX
fennia-46476	91	7	considered	consider	VERB
fennia-46476	91	8	according	accord	VERB
fennia-46476	91	9	to	to	ADP
fennia-46476	91	10	glaeser	glaeser	NOUN
fennia-46476	91	11	(	(	PUNCT
fennia-46476	91	12	2000	2000	NUM
fennia-46476	91	13	)	)	PUNCT
fennia-46476	91	14	,	,	PUNCT
fennia-46476	91	15	who	who	PRON
fennia-46476	91	16	discussed	discuss	VERB
fennia-46476	91	17	the	the	DET
fennia-46476	91	18	problems	problem	NOUN
fennia-46476	91	19	of	of	ADP
fennia-46476	91	20	analysis	analysis	NOUN
fennia-46476	91	21	with	with	ADP
fennia-46476	91	22	spatial	spatial	ADJ
fennia-46476	91	23	units	unit	NOUN
fennia-46476	91	24	.	.	PUNCT
fennia-46476	92	1	the	the	DET
fennia-46476	92	2	use	use	NOUN
fennia-46476	92	3	of	of	ADP
fennia-46476	92	4	lau-1	lau-1	PUNCT
fennia-46476	92	5	classification	classification	NOUN
fennia-46476	92	6	was	be	AUX
fennia-46476	92	7	decided	decide	VERB
fennia-46476	92	8	because	because	SCONJ
fennia-46476	92	9	it	it	PRON
fennia-46476	92	10	has	have	VERB
fennia-46476	92	11	considerably	considerably	ADV
fennia-46476	92	12	more	more	ADJ
fennia-46476	92	13	units	unit	NOUN
fennia-46476	92	14	than	than	ADP
fennia-46476	92	15	the	the	DET
fennia-46476	92	16	old	old	ADJ
fennia-46476	92	17	nomenclature	nomenclature	NOUN
fennia-46476	92	18	of	of	ADP
fennia-46476	92	19	territorial	territorial	ADJ
fennia-46476	92	20	units	unit	NOUN
fennia-46476	92	21	for	for	ADP
fennia-46476	92	22	statistics	statistic	NOUN
fennia-46476	92	23	(	(	PUNCT
fennia-46476	92	24	nuts	nuts	ADJ
fennia-46476	92	25	)	)	PUNCT
fennia-46476	92	26	classification	classification	NOUN
fennia-46476	92	27	,	,	PUNCT
fennia-46476	92	28	regional	regional	ADJ
fennia-46476	92	29	scale	scale	NOUN
fennia-46476	92	30	used	use	VERB
fennia-46476	92	31	for	for	ADP
fennia-46476	92	32	example	example	NOUN
fennia-46476	92	33	in	in	ADP
fennia-46476	92	34	regional	regional	ADJ
fennia-46476	92	35	innovation	innovation	NOUN
fennia-46476	92	36	scoreboard	scoreboard	NOUN
fennia-46476	92	37	of	of	ADP
fennia-46476	92	38	the	the	DET
fennia-46476	92	39	european	european	PROPN
fennia-46476	92	40	union	union	PROPN
fennia-46476	92	41	(	(	PUNCT
fennia-46476	92	42	hollanders	hollander	NOUN
fennia-46476	92	43	et	et	PROPN
fennia-46476	92	44	al	al	PROPN
fennia-46476	92	45	.	.	PROPN
fennia-46476	92	46	2009	2009	NUM
fennia-46476	92	47	)	)	PUNCT
fennia-46476	92	48	,	,	PUNCT
fennia-46476	92	49	enabling	enable	VERB
fennia-46476	92	50	the	the	DET
fennia-46476	92	51	use	use	NOUN
fennia-46476	92	52	of	of	ADP
fennia-46476	92	53	statistical	statistical	ADJ
fennia-46476	92	54	methods	method	NOUN
fennia-46476	92	55	with	with	ADP
fennia-46476	92	56	available	available	ADJ
fennia-46476	92	57	innovation	innovation	NOUN
fennia-46476	92	58	data	datum	NOUN
fennia-46476	92	59	.	.	PUNCT
fennia-46476	93	1	the	the	DET
fennia-46476	93	2	smaller	small	ADJ
fennia-46476	93	3	lau-2	lau-2	ADJ
fennia-46476	93	4	units	unit	NOUN
fennia-46476	93	5	still	still	ADV
fennia-46476	93	6	suffer	suffer	VERB
fennia-46476	93	7	from	from	ADP
fennia-46476	93	8	a	a	DET
fennia-46476	93	9	too	too	ADV
fennia-46476	93	10	large	large	ADJ
fennia-46476	93	11	extent	extent	NOUN
fennia-46476	93	12	of	of	ADP
fennia-46476	93	13	missing	miss	VERB
fennia-46476	93	14	data	datum	NOUN
fennia-46476	93	15	.	.	PUNCT
fennia-46476	94	1	there	there	PRON
fennia-46476	94	2	are	be	VERB
fennia-46476	94	3	also	also	ADV
fennia-46476	94	4	some	some	DET
fennia-46476	94	5	limitations	limitation	NOUN
fennia-46476	94	6	to	to	ADP
fennia-46476	94	7	lau-1	lau-1	PUNCT
fennia-46476	94	8	categories	category	NOUN
fennia-46476	94	9	,	,	PUNCT
fennia-46476	94	10	because	because	SCONJ
fennia-46476	94	11	in	in	ADP
fennia-46476	94	12	a	a	DET
fennia-46476	94	13	respect	respect	NOUN
fennia-46476	94	14	they	they	PRON
fennia-46476	94	15	present	present	VERB
fennia-46476	94	16	“	"	PUNCT
fennia-46476	94	17	a	a	DET
fennia-46476	94	18	medium	medium	ADJ
fennia-46476	94	19	”	"	PUNCT
fennia-46476	94	20	option	option	NOUN
fennia-46476	94	21	.	.	PUNCT
fennia-46476	95	1	the	the	DET
fennia-46476	95	2	selection	selection	NOUN
fennia-46476	95	3	is	be	AUX
fennia-46476	95	4	however	however	ADV
fennia-46476	95	5	grounded	ground	VERB
fennia-46476	95	6	because	because	SCONJ
fennia-46476	95	7	the	the	DET
fennia-46476	95	8	regional	regional	ADJ
fennia-46476	95	9	concept	concept	NOUN
fennia-46476	95	10	of	of	ADP
fennia-46476	95	11	lau-1	lau-1	X
fennia-46476	95	12	is	be	AUX
fennia-46476	95	13	a	a	DET
fennia-46476	95	14	more	more	ADV
fennia-46476	95	15	coherent	coherent	ADJ
fennia-46476	95	16	regional	regional	ADJ
fennia-46476	95	17	entity	entity	NOUN
fennia-46476	95	18	that	that	PRON
fennia-46476	95	19	would	would	AUX
fennia-46476	95	20	better	well	ADV
fennia-46476	95	21	entail	entail	VERB
fennia-46476	95	22	the	the	DET
fennia-46476	95	23	idea	idea	NOUN
fennia-46476	95	24	of	of	ADP
fennia-46476	95	25	“	"	PUNCT
fennia-46476	95	26	functional	functional	ADJ
fennia-46476	95	27	area	area	NOUN
fennia-46476	95	28	”	"	PUNCT
fennia-46476	95	29	in	in	ADP
fennia-46476	95	30	regional	regional	ADJ
fennia-46476	95	31	analyses	analysis	NOUN
fennia-46476	95	32	rather	rather	ADV
fennia-46476	95	33	than	than	ADP
fennia-46476	95	34	lau-2	lau-2	NUM
fennia-46476	95	35	which	which	PRON
fennia-46476	95	36	involves	involve	VERB
fennia-46476	95	37	more	more	ADV
fennia-46476	95	38	detailed	detailed	ADJ
fennia-46476	95	39	information	information	NOUN
fennia-46476	95	40	on	on	ADP
fennia-46476	95	41	a	a	DET
fennia-46476	95	42	legislative	legislative	ADJ
fennia-46476	95	43	municipal	municipal	ADJ
fennia-46476	95	44	level	level	NOUN
fennia-46476	95	45	.	.	PUNCT
fennia-46476	96	1	the	the	DET
fennia-46476	96	2	lau-1	lau-1	NUM
fennia-46476	96	3	units	unit	NOUN
fennia-46476	96	4	are	be	AUX
fennia-46476	96	5	thus	thus	ADV
fennia-46476	96	6	a	a	DET
fennia-46476	96	7	good	good	ADJ
fennia-46476	96	8	compromise	compromise	NOUN
fennia-46476	96	9	in	in	ADP
fennia-46476	96	10	terms	term	NOUN
fennia-46476	96	11	of	of	ADP
fennia-46476	96	12	‘	'	PUNCT
fennia-46476	96	13	local	local	ADJ
fennia-46476	96	14	’	'	PUNCT
fennia-46476	96	15	and	and	CCONJ
fennia-46476	96	16	‘	'	PUNCT
fennia-46476	96	17	regional	regional	ADJ
fennia-46476	96	18	’	'	PUNCT
fennia-46476	96	19	,	,	PUNCT
fennia-46476	96	20	because	because	SCONJ
fennia-46476	96	21	in	in	ADP
fennia-46476	96	22	finland	finland	PROPN
fennia-46476	96	23	they	they	PRON
fennia-46476	96	24	are	be	AUX
fennia-46476	96	25	more	more	ADV
fennia-46476	96	26	robust	robust	ADJ
fennia-46476	96	27	concerning	concern	VERB
fennia-46476	96	28	functional	functional	ADJ
fennia-46476	96	29	areas	area	NOUN
fennia-46476	96	30	of	of	ADP
fennia-46476	96	31	daily	daily	ADJ
fennia-46476	96	32	commuting	commuting	NOUN
fennia-46476	96	33	.	.	PUNCT
fennia-46476	97	1	finally	finally	ADV
fennia-46476	97	2	,	,	PUNCT
fennia-46476	97	3	the	the	DET
fennia-46476	97	4	innovation	innovation	NOUN
fennia-46476	97	5	policy	policy	NOUN
fennia-46476	97	6	is	be	AUX
fennia-46476	97	7	strongly	strongly	ADV
fennia-46476	97	8	influenced	influence	VERB
fennia-46476	97	9	by	by	ADP
fennia-46476	97	10	the	the	DET
fennia-46476	97	11	national	national	ADJ
fennia-46476	97	12	level	level	NOUN
fennia-46476	97	13	(	(	PUNCT
fennia-46476	97	14	sotarauta	sotarauta	PROPN
fennia-46476	97	15	&	&	CCONJ
fennia-46476	97	16	kautonen	kautonen	PROPN
fennia-46476	97	17	2007	2007	NUM
fennia-46476	97	18	)	)	PUNCT
fennia-46476	97	19	.	.	PUNCT
fennia-46476	98	1	moreover	moreover	ADV
fennia-46476	98	2	,	,	PUNCT
fennia-46476	98	3	lau-1	lau-1	PUNCT
fennia-46476	98	4	level	level	NOUN
fennia-46476	98	5	regions	region	NOUN
fennia-46476	98	6	do	do	AUX
fennia-46476	98	7	not	not	PART
fennia-46476	98	8	have	have	VERB
fennia-46476	98	9	a	a	DET
fennia-46476	98	10	direct	direct	ADJ
fennia-46476	98	11	role	role	NOUN
fennia-46476	98	12	in	in	ADP
fennia-46476	98	13	local	local	ADJ
fennia-46476	98	14	innovation	innovation	NOUN
fennia-46476	98	15	systems	system	NOUN
fennia-46476	98	16	but	but	CCONJ
fennia-46476	98	17	they	they	PRON
fennia-46476	98	18	always	always	ADV
fennia-46476	98	19	include	include	VERB
fennia-46476	98	20	the	the	DET
fennia-46476	98	21	smaller	small	ADJ
fennia-46476	98	22	regional	regional	ADJ
fennia-46476	98	23	units	unit	NOUN
fennia-46476	98	24	of	of	ADP
fennia-46476	98	25	cities	city	NOUN
fennia-46476	98	26	and	and	CCONJ
fennia-46476	98	27	municipalities	municipality	NOUN
fennia-46476	98	28	that	that	PRON
fennia-46476	98	29	may	may	AUX
fennia-46476	98	30	organize	organize	VERB
fennia-46476	98	31	their	their	PRON
fennia-46476	98	32	own	own	ADJ
fennia-46476	98	33	respective	respective	ADJ
fennia-46476	98	34	development	development	NOUN
fennia-46476	98	35	functions	function	NOUN
fennia-46476	98	36	.	.	PUNCT
fennia-46476	99	1	remarks	remark	NOUN
fennia-46476	99	2	on	on	ADP
fennia-46476	99	3	principal	principal	ADJ
fennia-46476	99	4	component	component	NOUN
fennia-46476	99	5	analysis	analysis	NOUN
fennia-46476	99	6	(	(	PUNCT
fennia-46476	99	7	pca	pca	PROPN
fennia-46476	99	8	)	)	PUNCT
fennia-46476	99	9	finland	finland	PROPN
fennia-46476	99	10	has	have	VERB
fennia-46476	99	11	a	a	DET
fennia-46476	99	12	long	long	ADJ
fennia-46476	99	13	history	history	NOUN
fennia-46476	99	14	of	of	ADP
fennia-46476	99	15	geographical	geographical	ADJ
fennia-46476	99	16	studies	study	NOUN
fennia-46476	99	17	on	on	ADP
fennia-46476	99	18	regional	regional	ADJ
fennia-46476	99	19	development	development	NOUN
fennia-46476	99	20	with	with	ADP
fennia-46476	99	21	multivariate	multivariate	NOUN
fennia-46476	99	22	methods	method	NOUN
fennia-46476	99	23	(	(	PUNCT
fennia-46476	99	24	yli	yli	NOUN
fennia-46476	99	25	-	-	NOUN
fennia-46476	99	26	jokipii	jokipii	NOUN
fennia-46476	99	27	2005	2005	NUM
fennia-46476	99	28	)	)	PUNCT
fennia-46476	99	29	.	.	PUNCT
fennia-46476	100	1	here	here	ADV
fennia-46476	100	2	,	,	PUNCT
fennia-46476	100	3	also	also	ADV
fennia-46476	100	4	,	,	PUNCT
fennia-46476	100	5	regional	regional	ADJ
fennia-46476	100	6	development	development	NOUN
fennia-46476	100	7	was	be	AUX
fennia-46476	100	8	measured	measure	VERB
fennia-46476	100	9	with	with	ADP
fennia-46476	100	10	a	a	DET
fennia-46476	100	11	combination	combination	NOUN
fennia-46476	100	12	of	of	ADP
fennia-46476	100	13	variables	variable	NOUN
fennia-46476	100	14	describing	describe	VERB
fennia-46476	100	15	regional	regional	ADJ
fennia-46476	100	16	development	development	NOUN
fennia-46476	100	17	and	and	CCONJ
fennia-46476	100	18	innovation	innovation	NOUN
fennia-46476	100	19	activity	activity	NOUN
fennia-46476	100	20	for	for	ADP
fennia-46476	100	21	which	which	PRON
fennia-46476	100	22	multivariate	multivariate	NOUN
fennia-46476	100	23	analysis	analysis	NOUN
fennia-46476	100	24	provided	provide	VERB
fennia-46476	100	25	the	the	DET
fennia-46476	100	26	best	good	ADJ
fennia-46476	100	27	analytical	analytical	ADJ
fennia-46476	100	28	toolkit	toolkit	NOUN
fennia-46476	100	29	.	.	PUNCT
fennia-46476	101	1	pca	pca	PROPN
fennia-46476	101	2	was	be	AUX
fennia-46476	101	3	used	use	VERB
fennia-46476	101	4	for	for	ADP
fennia-46476	101	5	several	several	ADJ
fennia-46476	101	6	reasons	reason	NOUN
fennia-46476	101	7	.	.	PUNCT
fennia-46476	102	1	first	first	ADV
fennia-46476	102	2	,	,	PUNCT
fennia-46476	102	3	it	it	PRON
fennia-46476	102	4	is	be	AUX
fennia-46476	102	5	robust	robust	ADJ
fennia-46476	102	6	enough	enough	ADV
fennia-46476	102	7	to	to	PART
fennia-46476	102	8	withstand	withstand	VERB
fennia-46476	102	9	limitations	limitation	NOUN
fennia-46476	102	10	in	in	ADP
fennia-46476	102	11	missing	miss	VERB
fennia-46476	102	12	values	value	NOUN
fennia-46476	102	13	,	,	PUNCT
fennia-46476	102	14	considering	consider	VERB
fennia-46476	102	15	the	the	DET
fennia-46476	102	16	overall	overall	ADJ
fennia-46476	102	17	size	size	NOUN
fennia-46476	102	18	of	of	ADP
fennia-46476	102	19	the	the	DET
fennia-46476	102	20	data	datum	NOUN
fennia-46476	102	21	(	(	PUNCT
fennia-46476	102	22	n=69	n=69	X
fennia-46476	102	23	)	)	PUNCT
fennia-46476	102	24	that	that	DET
fennia-46476	102	25	fig	fig	NOUN
fennia-46476	102	26	.	.	PUNCT
fennia-46476	103	1	1	1	X
fennia-46476	103	2	.	.	X
fennia-46476	103	3	finnish	finnish	PROPN
fennia-46476	103	4	lau-1	lau-1	PUNCT
fennia-46476	103	5	division	division	NOUN
fennia-46476	103	6	in	in	ADP
fennia-46476	103	7	2010	2010	NUM
fennia-46476	103	8	(	(	PUNCT
fennia-46476	103	9	regions	region	NOUN
fennia-46476	103	10	mentioned	mention	VERB
fennia-46476	103	11	in	in	ADP
fennia-46476	103	12	the	the	DET
fennia-46476	103	13	text	text	NOUN
fennia-46476	103	14	are	be	AUX
fennia-46476	103	15	highlighted	highlight	VERB
fennia-46476	103	16	)	)	PUNCT
fennia-46476	103	17	.	.	PUNCT
fennia-46476	104	1	fennia	fennia	NOUN
fennia-46476	104	2	193	193	NUM
fennia-46476	104	3	:	:	SYM
fennia-46476	104	4	1	1	NUM
fennia-46476	104	5	(	(	PUNCT
fennia-46476	104	6	2015	2015	NUM
fennia-46476	104	7	)	)	PUNCT
fennia-46476	104	8	139geographical	139geographical	ADJ
fennia-46476	104	9	and	and	CCONJ
fennia-46476	104	10	temporal	temporal	ADJ
fennia-46476	104	11	variation	variation	NOUN
fennia-46476	104	12	of	of	ADP
fennia-46476	104	13	regional	regional	ADJ
fennia-46476	104	14	development	development	NOUN
fennia-46476	104	15	...	...	PUNCT
fennia-46476	104	16	can	can	AUX
fennia-46476	104	17	be	be	AUX
fennia-46476	104	18	considered	consider	VERB
fennia-46476	104	19	as	as	ADP
fennia-46476	104	20	average	average	ADJ
fennia-46476	104	21	in	in	ADP
fennia-46476	104	22	regional	regional	ADJ
fennia-46476	104	23	studies	study	NOUN
fennia-46476	104	24	.	.	PUNCT
fennia-46476	105	1	the	the	DET
fennia-46476	105	2	missing	miss	VERB
fennia-46476	105	3	case	case	NOUN
fennia-46476	105	4	treatment	treatment	NOUN
fennia-46476	105	5	used	use	VERB
fennia-46476	105	6	in	in	ADP
fennia-46476	105	7	this	this	DET
fennia-46476	105	8	study	study	NOUN
fennia-46476	105	9	also	also	ADV
fennia-46476	105	10	provided	provide	VERB
fennia-46476	105	11	a	a	DET
fennia-46476	105	12	decent	decent	ADJ
fennia-46476	105	13	alternative	alternative	NOUN
fennia-46476	105	14	for	for	ADP
fennia-46476	105	15	conducting	conduct	VERB
fennia-46476	105	16	pca	pca	NOUN
fennia-46476	105	17	without	without	ADP
fennia-46476	105	18	risking	risk	VERB
fennia-46476	105	19	the	the	DET
fennia-46476	105	20	reliability	reliability	NOUN
fennia-46476	105	21	or	or	CCONJ
fennia-46476	105	22	validity	validity	NOUN
fennia-46476	105	23	of	of	ADP
fennia-46476	105	24	the	the	DET
fennia-46476	105	25	study	study	NOUN
fennia-46476	105	26	.	.	PUNCT
fennia-46476	106	1	second	second	ADJ
fennia-46476	106	2	,	,	PUNCT
fennia-46476	106	3	pca	pca	PROPN
fennia-46476	106	4	is	be	AUX
fennia-46476	106	5	a	a	DET
fennia-46476	106	6	good	good	ADJ
fennia-46476	106	7	tool	tool	NOUN
fennia-46476	106	8	for	for	ADP
fennia-46476	106	9	identifying	identify	VERB
fennia-46476	106	10	patterns	pattern	NOUN
fennia-46476	106	11	and	and	CCONJ
fennia-46476	106	12	highlighting	highlight	VERB
fennia-46476	106	13	similarities	similarity	NOUN
fennia-46476	106	14	and	and	CCONJ
fennia-46476	106	15	differences	difference	NOUN
fennia-46476	106	16	within	within	ADP
fennia-46476	106	17	the	the	DET
fennia-46476	106	18	data	datum	NOUN
fennia-46476	106	19	.	.	PUNCT
fennia-46476	107	1	in	in	ADP
fennia-46476	107	2	a	a	DET
fennia-46476	107	3	regional	regional	ADJ
fennia-46476	107	4	context	context	NOUN
fennia-46476	107	5	,	,	PUNCT
fennia-46476	107	6	this	this	PRON
fennia-46476	107	7	is	be	AUX
fennia-46476	107	8	particularly	particularly	ADV
fennia-46476	107	9	beneficial	beneficial	ADJ
fennia-46476	107	10	.	.	PUNCT
fennia-46476	108	1	notwithstanding	notwithstanding	ADP
fennia-46476	108	2	,	,	PUNCT
fennia-46476	108	3	and	and	CCONJ
fennia-46476	108	4	even	even	ADV
fennia-46476	108	5	though	though	SCONJ
fennia-46476	108	6	there	there	PRON
fennia-46476	108	7	is	be	VERB
fennia-46476	108	8	ample	ample	ADJ
fennia-46476	108	9	empirical	empirical	ADJ
fennia-46476	108	10	support	support	NOUN
fennia-46476	108	11	to	to	PART
fennia-46476	108	12	underline	underline	VERB
fennia-46476	108	13	the	the	DET
fennia-46476	108	14	importance	importance	NOUN
fennia-46476	108	15	of	of	ADP
fennia-46476	108	16	endogenous	endogenous	ADJ
fennia-46476	108	17	socioeconomic	socioeconomic	ADJ
fennia-46476	108	18	factors	factor	NOUN
fennia-46476	108	19	for	for	ADP
fennia-46476	108	20	local	local	ADJ
fennia-46476	108	21	economy	economy	NOUN
fennia-46476	108	22	and	and	CCONJ
fennia-46476	108	23	innovation	innovation	NOUN
fennia-46476	108	24	processes	process	NOUN
fennia-46476	108	25	(	(	PUNCT
fennia-46476	108	26	e.g.	e.g.	ADV
fennia-46476	108	27	crescenzi	crescenzi	NOUN
fennia-46476	108	28	et	et	PROPN
fennia-46476	108	29	al	al	PROPN
fennia-46476	108	30	.	.	PROPN
fennia-46476	108	31	2007	2007	NUM
fennia-46476	108	32	)	)	PUNCT
fennia-46476	108	33	,	,	PUNCT
fennia-46476	108	34	the	the	DET
fennia-46476	108	35	limitation	limitation	NOUN
fennia-46476	108	36	of	of	ADP
fennia-46476	108	37	the	the	DET
fennia-46476	108	38	“	"	PUNCT
fennia-46476	108	39	spatial	spatial	ADJ
fennia-46476	108	40	objects	object	NOUN
fennia-46476	108	41	pca	pca	PROPN
fennia-46476	108	42	”	"	PUNCT
fennia-46476	108	43	approach	approach	NOUN
fennia-46476	108	44	applied	apply	VERB
fennia-46476	108	45	here	here	ADV
fennia-46476	108	46	is	be	AUX
fennia-46476	108	47	that	that	SCONJ
fennia-46476	108	48	it	it	PRON
fennia-46476	108	49	does	do	AUX
fennia-46476	108	50	not	not	PART
fennia-46476	108	51	take	take	VERB
fennia-46476	108	52	into	into	ADP
fennia-46476	108	53	account	account	NOUN
fennia-46476	108	54	the	the	DET
fennia-46476	108	55	possible	possible	ADJ
fennia-46476	108	56	impacts	impact	NOUN
fennia-46476	108	57	of	of	ADP
fennia-46476	108	58	spatial	spatial	ADJ
fennia-46476	108	59	autocorrelation	autocorrelation	NOUN
fennia-46476	108	60	(	(	PUNCT
fennia-46476	108	61	demšar	demšar	ADV
fennia-46476	108	62	et	et	PROPN
fennia-46476	108	63	al	al	PROPN
fennia-46476	108	64	.	.	PROPN
fennia-46476	108	65	2013	2013	NUM
fennia-46476	108	66	)	)	PUNCT
fennia-46476	108	67	.	.	PUNCT
fennia-46476	109	1	pca	pca	PROPN
fennia-46476	109	2	compresses	compress	VERB
fennia-46476	109	3	the	the	DET
fennia-46476	109	4	information	information	NOUN
fennia-46476	109	5	contained	contain	VERB
fennia-46476	109	6	by	by	ADP
fennia-46476	109	7	several	several	ADJ
fennia-46476	109	8	variables	variable	NOUN
fennia-46476	109	9	into	into	ADP
fennia-46476	109	10	a	a	DET
fennia-46476	109	11	small	small	ADJ
fennia-46476	109	12	number	number	NOUN
fennia-46476	109	13	of	of	ADP
fennia-46476	109	14	principal	principal	ADJ
fennia-46476	109	15	components	component	NOUN
fennia-46476	109	16	(	(	PUNCT
fennia-46476	109	17	dimensions	dimension	NOUN
fennia-46476	109	18	)	)	PUNCT
fennia-46476	109	19	,	,	PUNCT
fennia-46476	109	20	which	which	PRON
fennia-46476	109	21	ensures	ensure	VERB
fennia-46476	109	22	that	that	SCONJ
fennia-46476	109	23	as	as	SCONJ
fennia-46476	109	24	little	little	ADJ
fennia-46476	109	25	of	of	ADP
fennia-46476	109	26	the	the	DET
fennia-46476	109	27	original	original	ADJ
fennia-46476	109	28	information	information	NOUN
fennia-46476	109	29	as	as	ADP
fennia-46476	109	30	possible	possible	ADJ
fennia-46476	109	31	is	be	AUX
fennia-46476	109	32	lost	lose	VERB
fennia-46476	109	33	.	.	PUNCT
fennia-46476	110	1	at	at	ADP
fennia-46476	110	2	the	the	DET
fennia-46476	110	3	same	same	ADJ
fennia-46476	110	4	time	time	NOUN
fennia-46476	110	5	,	,	PUNCT
fennia-46476	110	6	the	the	DET
fennia-46476	110	7	impacts	impact	NOUN
fennia-46476	110	8	of	of	ADP
fennia-46476	110	9	different	different	ADJ
fennia-46476	110	10	variables	variable	NOUN
fennia-46476	110	11	on	on	ADP
fennia-46476	110	12	regional	regional	ADJ
fennia-46476	110	13	development	development	NOUN
fennia-46476	110	14	are	be	AUX
fennia-46476	110	15	weighted	weight	VERB
fennia-46476	110	16	.	.	PUNCT
fennia-46476	111	1	here	here	ADV
fennia-46476	111	2	,	,	PUNCT
fennia-46476	111	3	also	also	ADV
fennia-46476	111	4	,	,	PUNCT
fennia-46476	111	5	lies	lie	VERB
fennia-46476	111	6	the	the	DET
fennia-46476	111	7	value	value	NOUN
fennia-46476	111	8	added	add	VERB
fennia-46476	111	9	of	of	ADP
fennia-46476	111	10	pca	pca	PROPN
fennia-46476	111	11	.	.	PUNCT
fennia-46476	112	1	recently	recently	ADV
fennia-46476	112	2	,	,	PUNCT
fennia-46476	112	3	studies	study	NOUN
fennia-46476	112	4	on	on	ADP
fennia-46476	112	5	regional	regional	ADJ
fennia-46476	112	6	development	development	NOUN
fennia-46476	112	7	in	in	ADP
fennia-46476	112	8	finland	finland	PROPN
fennia-46476	112	9	(	(	PUNCT
fennia-46476	112	10	e.g.	e.g.	ADV
fennia-46476	112	11	siirilä	siirilä	VERB
fennia-46476	112	12	et	et	PROPN
fennia-46476	112	13	al	al	PROPN
fennia-46476	112	14	.	.	PROPN
fennia-46476	112	15	2002	2002	NUM
fennia-46476	112	16	;	;	PUNCT
fennia-46476	112	17	makkonen	makkonen	PROPN
fennia-46476	112	18	2011	2011	NUM
fennia-46476	112	19	)	)	PUNCT
fennia-46476	112	20	have	have	AUX
fennia-46476	112	21	taken	take	VERB
fennia-46476	112	22	the	the	DET
fennia-46476	112	23	variables	variable	NOUN
fennia-46476	112	24	employed	employ	VERB
fennia-46476	112	25	as	as	SCONJ
fennia-46476	112	26	granted	grant	VERB
fennia-46476	112	27	without	without	ADP
fennia-46476	112	28	testing	test	VERB
fennia-46476	112	29	the	the	DET
fennia-46476	112	30	importance	importance	NOUN
fennia-46476	112	31	and	and	CCONJ
fennia-46476	112	32	the	the	DET
fennia-46476	112	33	composition	composition	NOUN
fennia-46476	112	34	of	of	ADP
fennia-46476	112	35	these	these	DET
fennia-46476	112	36	variables	variable	NOUN
fennia-46476	112	37	against	against	ADP
fennia-46476	112	38	regional	regional	ADJ
fennia-46476	112	39	development	development	NOUN
fennia-46476	112	40	as	as	ADP
fennia-46476	112	41	a	a	DET
fennia-46476	112	42	whole	whole	NOUN
fennia-46476	112	43	.	.	PUNCT
fennia-46476	113	1	pca	pca	PROPN
fennia-46476	113	2	in	in	ADP
fennia-46476	113	3	turn	turn	NOUN
fennia-46476	113	4	offers	offer	VERB
fennia-46476	113	5	a	a	DET
fennia-46476	113	6	means	mean	NOUN
fennia-46476	113	7	of	of	ADP
fennia-46476	113	8	exploring	explore	VERB
fennia-46476	113	9	the	the	DET
fennia-46476	113	10	interconnectedness	interconnectedness	NOUN
fennia-46476	113	11	and	and	CCONJ
fennia-46476	113	12	the	the	DET
fennia-46476	113	13	weight	weight	NOUN
fennia-46476	113	14	of	of	ADP
fennia-46476	113	15	different	different	ADJ
fennia-46476	113	16	variables	variable	NOUN
fennia-46476	113	17	of	of	ADP
fennia-46476	113	18	regional	regional	ADJ
fennia-46476	113	19	development	development	NOUN
fennia-46476	113	20	,	,	PUNCT
fennia-46476	113	21	which	which	PRON
fennia-46476	113	22	allows	allow	VERB
fennia-46476	113	23	us	we	PRON
fennia-46476	113	24	to	to	PART
fennia-46476	113	25	investigate	investigate	VERB
fennia-46476	113	26	which	which	PRON
fennia-46476	113	27	variables	variable	VERB
fennia-46476	113	28	,	,	PUNCT
fennia-46476	113	29	in	in	ADP
fennia-46476	113	30	fact	fact	NOUN
fennia-46476	113	31	,	,	PUNCT
fennia-46476	113	32	are	be	AUX
fennia-46476	113	33	‘	'	PUNCT
fennia-46476	113	34	important	important	ADJ
fennia-46476	113	35	’	'	PUNCT
fennia-46476	113	36	for	for	ADP
fennia-46476	113	37	regional	regional	ADJ
fennia-46476	113	38	development	development	NOUN
fennia-46476	113	39	.	.	PUNCT
fennia-46476	114	1	analysis	analysis	NOUN
fennia-46476	114	2	also	also	ADV
fennia-46476	114	3	indicates	indicate	VERB
fennia-46476	114	4	the	the	DET
fennia-46476	114	5	underlying	underlie	VERB
fennia-46476	114	6	dimensions	dimension	NOUN
fennia-46476	114	7	that	that	PRON
fennia-46476	114	8	unify	unify	VERB
fennia-46476	114	9	the	the	DET
fennia-46476	114	10	groups	group	NOUN
fennia-46476	114	11	of	of	ADP
fennia-46476	114	12	variable	variable	ADJ
fennia-46476	114	13	loadings	loading	NOUN
fennia-46476	114	14	on	on	ADP
fennia-46476	114	15	each	each	DET
fennia-46476	114	16	principal	principal	ADJ
fennia-46476	114	17	component	component	NOUN
fennia-46476	114	18	.	.	PUNCT
fennia-46476	115	1	the	the	DET
fennia-46476	115	2	methodological	methodological	ADJ
fennia-46476	115	3	considerations	consideration	NOUN
fennia-46476	115	4	and	and	CCONJ
fennia-46476	115	5	applications	application	NOUN
fennia-46476	115	6	of	of	ADP
fennia-46476	115	7	pca	pca	NOUN
fennia-46476	115	8	can	can	AUX
fennia-46476	115	9	be	be	AUX
fennia-46476	115	10	found	find	VERB
fennia-46476	115	11	in	in	ADP
fennia-46476	115	12	jolliffe	jolliffe	PROPN
fennia-46476	115	13	(	(	PUNCT
fennia-46476	115	14	2002	2002	NUM
fennia-46476	115	15	)	)	PUNCT
fennia-46476	115	16	and	and	CCONJ
fennia-46476	115	17	tabachnick	tabachnick	NOUN
fennia-46476	115	18	and	and	CCONJ
fennia-46476	115	19	fidell	fidell	NOUN
fennia-46476	115	20	(	(	PUNCT
fennia-46476	115	21	2007	2007	NUM
fennia-46476	115	22	)	)	PUNCT
fennia-46476	115	23	.	.	PUNCT
fennia-46476	116	1	the	the	DET
fennia-46476	116	2	most	most	ADV
fennia-46476	116	3	common	common	ADJ
fennia-46476	116	4	tests	test	NOUN
fennia-46476	116	5	(	(	PUNCT
fennia-46476	116	6	the	the	DET
fennia-46476	116	7	bartlett	bartlett	PROPN
fennia-46476	116	8	test	test	NOUN
fennia-46476	116	9	of	of	ADP
fennia-46476	116	10	sphericity	sphericity	NOUN
fennia-46476	116	11	and	and	CCONJ
fennia-46476	116	12	the	the	DET
fennia-46476	116	13	kaiser	kaiser	PROPN
fennia-46476	116	14	-	-	PUNCT
fennia-46476	116	15	meyer	meyer	PROPN
fennia-46476	116	16	-	-	PUNCT
fennia-46476	116	17	olkin	olkin	PROPN
fennia-46476	116	18	(	(	PUNCT
fennia-46476	116	19	kmo	kmo	NOUN
fennia-46476	116	20	)	)	PUNCT
fennia-46476	116	21	measure	measure	NOUN
fennia-46476	116	22	of	of	ADP
fennia-46476	116	23	sampling	sample	VERB
fennia-46476	116	24	adequacy	adequacy	NOUN
fennia-46476	116	25	)	)	PUNCT
fennia-46476	116	26	and	and	CCONJ
fennia-46476	116	27	measures	measure	NOUN
fennia-46476	116	28	(	(	PUNCT
fennia-46476	116	29	communalities	communalitie	NOUN
fennia-46476	116	30	,	,	PUNCT
fennia-46476	116	31	loadings	loading	NOUN
fennia-46476	116	32	and	and	CCONJ
fennia-46476	116	33	eigenvalues	eigenvalue	NOUN
fennia-46476	116	34	)	)	PUNCT
fennia-46476	116	35	of	of	ADP
fennia-46476	116	36	pca	pca	NOUN
fennia-46476	116	37	suitability	suitability	NOUN
fennia-46476	116	38	were	be	AUX
fennia-46476	116	39	used	use	VERB
fennia-46476	116	40	in	in	ADP
fennia-46476	116	41	this	this	DET
fennia-46476	116	42	study	study	NOUN
fennia-46476	116	43	.	.	PUNCT
fennia-46476	117	1	pca	pca	PROPN
fennia-46476	117	2	always	always	ADV
fennia-46476	117	3	requires	require	VERB
fennia-46476	117	4	meaningful	meaningful	ADJ
fennia-46476	117	5	interpretations	interpretation	NOUN
fennia-46476	117	6	for	for	ADP
fennia-46476	117	7	the	the	DET
fennia-46476	117	8	principal	principal	ADJ
fennia-46476	117	9	components	component	NOUN
fennia-46476	117	10	produced	produce	VERB
fennia-46476	117	11	.	.	PUNCT
fennia-46476	118	1	otherwise	otherwise	ADV
fennia-46476	118	2	,	,	PUNCT
fennia-46476	118	3	another	another	DET
fennia-46476	118	4	method	method	NOUN
fennia-46476	118	5	should	should	AUX
fennia-46476	118	6	be	be	AUX
fennia-46476	118	7	used	use	VERB
fennia-46476	118	8	.	.	PUNCT
fennia-46476	119	1	the	the	DET
fennia-46476	119	2	designation	designation	NOUN
fennia-46476	119	3	of	of	ADP
fennia-46476	119	4	the	the	DET
fennia-46476	119	5	principal	principal	ADJ
fennia-46476	119	6	component	component	NOUN
fennia-46476	119	7	reflects	reflect	VERB
fennia-46476	119	8	the	the	DET
fennia-46476	119	9	interpretation	interpretation	NOUN
fennia-46476	119	10	,	,	PUNCT
fennia-46476	119	11	because	because	SCONJ
fennia-46476	119	12	it	it	PRON
fennia-46476	119	13	requires	require	VERB
fennia-46476	119	14	consideration	consideration	NOUN
fennia-46476	119	15	of	of	ADP
fennia-46476	119	16	what	what	PRON
fennia-46476	119	17	types	type	NOUN
fennia-46476	119	18	of	of	ADP
fennia-46476	119	19	variables	variable	NOUN
fennia-46476	119	20	are	be	AUX
fennia-46476	119	21	loaded	load	VERB
fennia-46476	119	22	on	on	ADP
fennia-46476	119	23	the	the	DET
fennia-46476	119	24	principal	principal	ADJ
fennia-46476	119	25	component	component	NOUN
fennia-46476	119	26	.	.	PUNCT
fennia-46476	120	1	therefore	therefore	ADV
fennia-46476	120	2	,	,	PUNCT
fennia-46476	120	3	it	it	PRON
fennia-46476	120	4	is	be	AUX
fennia-46476	120	5	important	important	ADJ
fennia-46476	120	6	that	that	SCONJ
fennia-46476	120	7	the	the	DET
fennia-46476	120	8	name	name	NOUN
fennia-46476	120	9	given	give	VERB
fennia-46476	120	10	to	to	ADP
fennia-46476	120	11	the	the	DET
fennia-46476	120	12	principal	principal	ADJ
fennia-46476	120	13	component	component	NOUN
fennia-46476	120	14	describes	describe	VERB
fennia-46476	120	15	the	the	DET
fennia-46476	120	16	aggregate	aggregate	NOUN
fennia-46476	120	17	that	that	SCONJ
fennia-46476	120	18	it	it	PRON
fennia-46476	120	19	represents	represent	VERB
fennia-46476	120	20	.	.	PUNCT
fennia-46476	121	1	additionally	additionally	ADV
fennia-46476	121	2	,	,	PUNCT
fennia-46476	121	3	the	the	DET
fennia-46476	121	4	research	research	NOUN
fennia-46476	121	5	design	design	NOUN
fennia-46476	121	6	of	of	ADP
fennia-46476	121	7	this	this	DET
fennia-46476	121	8	study	study	NOUN
fennia-46476	121	9	asks	ask	VERB
fennia-46476	121	10	how	how	SCONJ
fennia-46476	121	11	regions	region	NOUN
fennia-46476	121	12	are	be	AUX
fennia-46476	121	13	situated	situate	VERB
fennia-46476	121	14	in	in	ADP
fennia-46476	121	15	relation	relation	NOUN
fennia-46476	121	16	to	to	ADP
fennia-46476	121	17	the	the	DET
fennia-46476	121	18	principal	principal	ADJ
fennia-46476	121	19	component	component	NOUN
fennia-46476	121	20	scores	score	NOUN
fennia-46476	121	21	(	(	PUNCT
fennia-46476	121	22	pcs	pc	NOUN
fennia-46476	121	23	)	)	PUNCT
fennia-46476	121	24	.	.	PUNCT
fennia-46476	122	1	calculation	calculation	NOUN
fennia-46476	122	2	of	of	ADP
fennia-46476	122	3	the	the	DET
fennia-46476	122	4	pcs	pc	NOUN
fennia-46476	122	5	is	be	AUX
fennia-46476	122	6	carried	carry	VERB
fennia-46476	122	7	out	out	ADP
fennia-46476	122	8	in	in	ADP
fennia-46476	122	9	a	a	DET
fennia-46476	122	10	similar	similar	ADJ
fennia-46476	122	11	fashion	fashion	NOUN
fennia-46476	122	12	to	to	ADP
fennia-46476	122	13	that	that	PRON
fennia-46476	122	14	of	of	ADP
fennia-46476	122	15	the	the	DET
fennia-46476	122	16	regression	regression	NOUN
fennia-46476	122	17	model	model	NOUN
fennia-46476	122	18	by	by	ADP
fennia-46476	122	19	weighting	weight	VERB
fennia-46476	122	20	the	the	DET
fennia-46476	122	21	variables	variable	NOUN
fennia-46476	122	22	with	with	ADP
fennia-46476	122	23	coefficients	coefficient	NOUN
fennia-46476	122	24	produced	produce	VERB
fennia-46476	122	25	by	by	ADP
fennia-46476	122	26	pca	pca	PROPN
fennia-46476	122	27	.	.	PUNCT
fennia-46476	123	1	the	the	DET
fennia-46476	123	2	advantage	advantage	NOUN
fennia-46476	123	3	of	of	ADP
fennia-46476	123	4	this	this	DET
fennia-46476	123	5	approach	approach	NOUN
fennia-46476	123	6	lies	lie	VERB
fennia-46476	123	7	in	in	ADP
fennia-46476	123	8	the	the	DET
fennia-46476	123	9	way	way	NOUN
fennia-46476	123	10	that	that	PRON
fennia-46476	123	11	changes	change	VERB
fennia-46476	123	12	in	in	ADP
fennia-46476	123	13	pcs	pc	NOUN
fennia-46476	123	14	will	will	AUX
fennia-46476	123	15	reflect	reflect	VERB
fennia-46476	123	16	both	both	CCONJ
fennia-46476	123	17	the	the	DET
fennia-46476	123	18	importance	importance	NOUN
fennia-46476	123	19	(	(	PUNCT
fennia-46476	123	20	loadings	loading	NOUN
fennia-46476	123	21	)	)	PUNCT
fennia-46476	123	22	of	of	ADP
fennia-46476	123	23	the	the	DET
fennia-46476	123	24	various	various	ADJ
fennia-46476	123	25	indicators	indicator	NOUN
fennia-46476	123	26	included	include	VERB
fennia-46476	123	27	in	in	ADP
fennia-46476	123	28	the	the	DET
fennia-46476	123	29	analysis	analysis	NOUN
fennia-46476	123	30	over	over	ADP
fennia-46476	123	31	time	time	NOUN
fennia-46476	123	32	and	and	CCONJ
fennia-46476	123	33	shifts	shift	NOUN
fennia-46476	123	34	in	in	ADP
fennia-46476	123	35	regions	region	NOUN
fennia-46476	123	36	’	'	PUNCT
fennia-46476	123	37	positions	position	NOUN
fennia-46476	123	38	relative	relative	ADJ
fennia-46476	123	39	to	to	ADP
fennia-46476	123	40	each	each	DET
fennia-46476	123	41	other	other	ADJ
fennia-46476	123	42	(	(	PUNCT
fennia-46476	123	43	fagerberg	fagerberg	PROPN
fennia-46476	123	44	et	et	PROPN
fennia-46476	123	45	al	al	PROPN
fennia-46476	123	46	.	.	PROPN
fennia-46476	123	47	2007	2007	NUM
fennia-46476	123	48	)	)	PUNCT
fennia-46476	123	49	.	.	PUNCT
fennia-46476	124	1	however	however	ADV
fennia-46476	124	2	,	,	PUNCT
fennia-46476	124	3	at	at	ADP
fennia-46476	124	4	the	the	DET
fennia-46476	124	5	same	same	ADJ
fennia-46476	124	6	time	time	NOUN
fennia-46476	124	7	this	this	PRON
fennia-46476	124	8	renders	render	VERB
fennia-46476	124	9	the	the	DET
fennia-46476	124	10	statistical	statistical	ADJ
fennia-46476	124	11	comparison	comparison	NOUN
fennia-46476	124	12	of	of	ADP
fennia-46476	124	13	pcs	pc	NOUN
fennia-46476	124	14	between	between	ADP
fennia-46476	124	15	different	different	ADJ
fennia-46476	124	16	years	year	NOUN
fennia-46476	124	17	less	less	ADV
fennia-46476	124	18	feasible	feasible	ADJ
fennia-46476	124	19	.	.	PUNCT
fennia-46476	125	1	thus	thus	ADV
fennia-46476	125	2	,	,	PUNCT
fennia-46476	125	3	the	the	DET
fennia-46476	125	4	decision	decision	NOUN
fennia-46476	125	5	to	to	PART
fennia-46476	125	6	concentrate	concentrate	VERB
fennia-46476	125	7	on	on	ADP
fennia-46476	125	8	the	the	DET
fennia-46476	125	9	regions	region	NOUN
fennia-46476	125	10	’	'	PUNCT
fennia-46476	125	11	standings	standing	NOUN
fennia-46476	125	12	based	base	VERB
fennia-46476	125	13	on	on	ADP
fennia-46476	125	14	the	the	DET
fennia-46476	125	15	pcs	pc	NOUN
fennia-46476	125	16	was	be	AUX
fennia-46476	125	17	made	make	VERB
fennia-46476	125	18	,	,	PUNCT
fennia-46476	125	19	i.e.	i.e.	X
fennia-46476	125	20	the	the	DET
fennia-46476	125	21	relative	relative	ADJ
fennia-46476	125	22	differences	difference	NOUN
fennia-46476	125	23	between	between	ADP
fennia-46476	125	24	the	the	DET
fennia-46476	125	25	regions	region	NOUN
fennia-46476	125	26	are	be	AUX
fennia-46476	125	27	not	not	PART
fennia-46476	125	28	shown	show	VERB
fennia-46476	125	29	in	in	ADP
fennia-46476	125	30	our	our	PRON
fennia-46476	125	31	results	result	NOUN
fennia-46476	125	32	.	.	PUNCT
fennia-46476	126	1	key	key	ADJ
fennia-46476	126	2	results	result	NOUN
fennia-46476	126	3	of	of	ADP
fennia-46476	126	4	principal	principal	ADJ
fennia-46476	126	5	component	component	NOUN
fennia-46476	126	6	analysis	analysis	NOUN
fennia-46476	126	7	the	the	DET
fennia-46476	126	8	preconditions	precondition	NOUN
fennia-46476	126	9	for	for	ADP
fennia-46476	126	10	successful	successful	ADJ
fennia-46476	126	11	pca	pca	PROPN
fennia-46476	126	12	were	be	AUX
fennia-46476	126	13	fulfilled	fulfil	VERB
fennia-46476	126	14	in	in	ADP
fennia-46476	126	15	the	the	DET
fennia-46476	126	16	data	datum	NOUN
fennia-46476	126	17	concerning	concern	VERB
fennia-46476	126	18	variables	variable	NOUN
fennia-46476	126	19	used	use	VERB
fennia-46476	126	20	to	to	PART
fennia-46476	126	21	assess	assess	VERB
fennia-46476	126	22	regional	regional	ADJ
fennia-46476	126	23	development	development	NOUN
fennia-46476	126	24	for	for	ADP
fennia-46476	126	25	every	every	DET
fennia-46476	126	26	year	year	NOUN
fennia-46476	126	27	(	(	PUNCT
fennia-46476	126	28	table	table	NOUN
fennia-46476	126	29	2	2	NUM
fennia-46476	126	30	)	)	PUNCT
fennia-46476	126	31	.	.	PUNCT
fennia-46476	127	1	a	a	DET
fennia-46476	127	2	large	large	ADJ
fennia-46476	127	3	number	number	NOUN
fennia-46476	127	4	of	of	ADP
fennia-46476	127	5	variables	variable	NOUN
fennia-46476	127	6	showed	show	VERB
fennia-46476	127	7	significant	significant	ADJ
fennia-46476	127	8	loadings	loading	NOUN
fennia-46476	127	9	concerning	concern	VERB
fennia-46476	127	10	the	the	DET
fennia-46476	127	11	first	first	ADJ
fennia-46476	127	12	principal	principal	ADJ
fennia-46476	127	13	component	component	NOUN
fennia-46476	127	14	(	(	PUNCT
fennia-46476	127	15	table	table	NOUN
fennia-46476	127	16	3	3	NUM
fennia-46476	127	17	)	)	PUNCT
fennia-46476	127	18	.	.	PUNCT
fennia-46476	128	1	the	the	DET
fennia-46476	128	2	first	first	ADJ
fennia-46476	128	3	principal	principal	ADJ
fennia-46476	128	4	components	component	NOUN
fennia-46476	128	5	can	can	AUX
fennia-46476	128	6	thus	thus	ADV
fennia-46476	128	7	be	be	AUX
fennia-46476	128	8	interpreted	interpret	VERB
fennia-46476	128	9	as	as	ADP
fennia-46476	128	10	“	"	PUNCT
fennia-46476	128	11	regional	regional	ADJ
fennia-46476	128	12	development	development	NOUN
fennia-46476	128	13	”	"	PUNCT
fennia-46476	128	14	.	.	PUNCT
fennia-46476	129	1	this	this	DET
fennia-46476	129	2	paper	paper	NOUN
fennia-46476	129	3	will	will	AUX
fennia-46476	129	4	now	now	ADV
fennia-46476	129	5	focus	focus	VERB
fennia-46476	129	6	further	far	ADV
fennia-46476	129	7	on	on	ADP
fennia-46476	129	8	the	the	DET
fennia-46476	129	9	interpretation	interpretation	NOUN
fennia-46476	129	10	of	of	ADP
fennia-46476	129	11	these	these	DET
fennia-46476	129	12	first	first	ADJ
fennia-46476	129	13	principal	principal	ADJ
fennia-46476	129	14	components	component	NOUN
fennia-46476	129	15	.	.	PUNCT
fennia-46476	130	1	as	as	SCONJ
fennia-46476	130	2	table	table	NOUN
fennia-46476	130	3	3	3	NUM
fennia-46476	130	4	suggests	suggest	VERB
fennia-46476	130	5	,	,	PUNCT
fennia-46476	130	6	a	a	DET
fennia-46476	130	7	significant	significant	ADJ
fennia-46476	130	8	workforce	workforce	NOUN
fennia-46476	130	9	and	and	CCONJ
fennia-46476	130	10	higher	high	ADJ
fennia-46476	130	11	education	education	NOUN
fennia-46476	130	12	are	be	AUX
fennia-46476	130	13	the	the	DET
fennia-46476	130	14	“	"	PUNCT
fennia-46476	130	15	leading	lead	VERB
fennia-46476	130	16	and	and	CCONJ
fennia-46476	130	17	distinct	distinct	ADJ
fennia-46476	130	18	”	"	PUNCT
fennia-46476	130	19	variables	variable	NOUN
fennia-46476	130	20	of	of	ADP
fennia-46476	130	21	regional	regional	ADJ
fennia-46476	130	22	development	development	NOUN
fennia-46476	130	23	(	(	PUNCT
fennia-46476	130	24	in	in	ADP
fennia-46476	130	25	terms	term	NOUN
fennia-46476	130	26	of	of	ADP
fennia-46476	130	27	covariation	covariation	NOUN
fennia-46476	130	28	of	of	ADP
fennia-46476	130	29	the	the	DET
fennia-46476	130	30	explanatory	explanatory	ADJ
fennia-46476	130	31	variables	variable	NOUN
fennia-46476	130	32	)	)	PUNCT
fennia-46476	130	33	giving	give	VERB
fennia-46476	130	34	an	an	DET
fennia-46476	130	35	answer	answer	NOUN
fennia-46476	130	36	to	to	ADP
fennia-46476	130	37	the	the	DET
fennia-46476	130	38	first	first	ADJ
fennia-46476	130	39	explicit	explicit	ADJ
fennia-46476	130	40	research	research	NOUN
fennia-46476	130	41	question	question	NOUN
fennia-46476	130	42	.	.	PUNCT
fennia-46476	131	1	this	this	PRON
fennia-46476	131	2	means	mean	VERB
fennia-46476	131	3	that	that	SCONJ
fennia-46476	131	4	an	an	DET
fennia-46476	131	5	educated	educate	VERB
fennia-46476	131	6	workforce	workforce	NOUN
fennia-46476	131	7	correlates	correlate	VERB
fennia-46476	131	8	highly	highly	ADV
fennia-46476	131	9	with	with	ADP
fennia-46476	131	10	other	other	ADJ
fennia-46476	131	11	indicators	indicator	NOUN
fennia-46476	131	12	depicting	depict	VERB
fennia-46476	131	13	regional	regional	ADJ
fennia-46476	131	14	development	development	NOUN
fennia-46476	131	15	and	and	CCONJ
fennia-46476	131	16	can	can	AUX
fennia-46476	131	17	be	be	AUX
fennia-46476	131	18	described	describe	VERB
fennia-46476	131	19	as	as	ADP
fennia-46476	131	20	an	an	DET
fennia-46476	131	21	important	important	ADJ
fennia-46476	131	22	re1995	re1995	NOUN
fennia-46476	131	23	1998	1998	NUM
fennia-46476	131	24	2001	2001	NUM
fennia-46476	131	25	2004	2004	NUM
fennia-46476	131	26	2007	2007	NUM
fennia-46476	131	27	  	  	SPACE
fennia-46476	131	28	kmo	kmo	NOUN
fennia-46476	131	29	  	  	SPACE
fennia-46476	131	30	0.686	0.686	NUM
fennia-46476	131	31	  	  	SPACE
fennia-46476	131	32	0.719	0.719	NUM
fennia-46476	131	33	  	  	SPACE
fennia-46476	131	34	0.733	0.733	NUM
fennia-46476	131	35	  	  	SPACE
fennia-46476	131	36	0.717	0.717	NUM
fennia-46476	131	37	  	  	SPACE
fennia-46476	131	38	0.705	0.705	NUM
fennia-46476	131	39	  	  	SPACE
fennia-46476	131	40	bartlett	bartlett	PROPN
fennia-46476	131	41	's	's	PART
fennia-46476	131	42	  	  	SPACE
fennia-46476	131	43	<	<	NOUN
fennia-46476	131	44	 	 	SPACE
fennia-46476	131	45	0.001	0.001	NUM
fennia-46476	131	46	  	  	SPACE
fennia-46476	131	47	<	<	NOUN
fennia-46476	131	48	 	 	SPACE
fennia-46476	131	49	0.001	0.001	NUM
fennia-46476	131	50	  	  	SPACE
fennia-46476	131	51	<	<	NOUN
fennia-46476	131	52	 	 	SPACE
fennia-46476	131	53	0.001	0.001	NUM
fennia-46476	131	54	  	  	SPACE
fennia-46476	131	55	<	<	NOUN
fennia-46476	131	56	 	 	SPACE
fennia-46476	131	57	0.001	0.001	NUM
fennia-46476	131	58	  	  	SPACE
fennia-46476	131	59	<	<	NOUN
fennia-46476	131	60	 	 	SPACE
fennia-46476	131	61	0.001	0.001	NUM
fennia-46476	131	62	  	  	SPACE
fennia-46476	131	63	eigenvalues	eigenvalue	NOUN
fennia-46476	131	64	  	  	SPACE
fennia-46476	131	65	8.563	8.563	NUM
fennia-46476	131	66	  	  	SPACE
fennia-46476	131	67	8.905	8.905	NUM
fennia-46476	131	68	  	  	SPACE
fennia-46476	131	69	8.626	8.626	NUM
fennia-46476	131	70	  	  	SPACE
fennia-46476	131	71	8.520	8.520	NUM
fennia-46476	131	72	  	  	SPACE
fennia-46476	131	73	8.034	8.034	NUM
fennia-46476	131	74	  	  	SPACE
fennia-46476	131	75	%	%	NOUN
fennia-46476	131	76	 	 	SPACE
fennia-46476	131	77	of	of	ADP
fennia-46476	131	78	 	 	SPACE
fennia-46476	131	79	variance	variance	NOUN
fennia-46476	131	80	  	  	SPACE
fennia-46476	131	81	47.57	47.57	NUM
fennia-46476	131	82	  	  	SPACE
fennia-46476	131	83	49.47	49.47	NUM
fennia-46476	131	84	  	  	SPACE
fennia-46476	131	85	47.93	47.93	NUM
fennia-46476	131	86	  	  	SPACE
fennia-46476	131	87	47.34	47.34	NUM
fennia-46476	131	88	  	  	SPACE
fennia-46476	131	89	44.63	44.63	NUM
fennia-46476	131	90	  	  	SPACE
fennia-46476	131	91	table	table	NOUN
fennia-46476	131	92	2	2	NUM
fennia-46476	131	93	.	.	PUNCT
fennia-46476	131	94	key	key	ADJ
fennia-46476	131	95	figures	figure	NOUN
fennia-46476	131	96	of	of	ADP
fennia-46476	131	97	pca	pca	PROPN
fennia-46476	131	98	for	for	ADP
fennia-46476	131	99	“	"	PUNCT
fennia-46476	131	100	regional	regional	ADJ
fennia-46476	131	101	development	development	NOUN
fennia-46476	131	102	”	"	PUNCT
fennia-46476	131	103	.	.	PUNCT
fennia-46476	132	1	140	140	NUM
fennia-46476	132	2	fennia	fennia	NOUN
fennia-46476	132	3	193	193	NUM
fennia-46476	132	4	:	:	SYM
fennia-46476	132	5	1	1	NUM
fennia-46476	132	6	(	(	PUNCT
fennia-46476	132	7	2015)teemu	2015)teemu	NUM
fennia-46476	132	8	makkonen	makkonen	NOUN
fennia-46476	132	9	and	and	CCONJ
fennia-46476	132	10	tommi	tommi	PROPN
fennia-46476	132	11	inkinen	inkinen	PROPN
fennia-46476	132	12	source	source	NOUN
fennia-46476	132	13	for	for	ADP
fennia-46476	132	14	regional	regional	ADJ
fennia-46476	132	15	development	development	NOUN
fennia-46476	132	16	.	.	PUNCT
fennia-46476	133	1	the	the	DET
fennia-46476	133	2	changes	change	NOUN
fennia-46476	133	3	in	in	ADP
fennia-46476	133	4	the	the	DET
fennia-46476	133	5	composition	composition	NOUN
fennia-46476	133	6	of	of	ADP
fennia-46476	133	7	the	the	DET
fennia-46476	133	8	leading	lead	VERB
fennia-46476	133	9	variables	variable	NOUN
fennia-46476	133	10	have	have	AUX
fennia-46476	133	11	been	be	AUX
fennia-46476	133	12	subtle	subtle	ADJ
fennia-46476	133	13	.	.	PUNCT
fennia-46476	134	1	table	table	NOUN
fennia-46476	134	2	3	3	NUM
fennia-46476	134	3	shows	show	NOUN
fennia-46476	134	4	,	,	PUNCT
fennia-46476	134	5	however	however	ADV
fennia-46476	134	6	,	,	PUNCT
fennia-46476	134	7	that	that	SCONJ
fennia-46476	134	8	workforce	workforce	NOUN
fennia-46476	134	9	and	and	CCONJ
fennia-46476	134	10	higher	high	ADJ
fennia-46476	134	11	education	education	NOUN
fennia-46476	134	12	have	have	AUX
fennia-46476	134	13	preceded	precede	VERB
fennia-46476	134	14	income	income	NOUN
fennia-46476	134	15	level	level	NOUN
fennia-46476	134	16	in	in	ADP
fennia-46476	134	17	terms	term	NOUN
fennia-46476	134	18	of	of	ADP
fennia-46476	134	19	loadings	loading	NOUN
fennia-46476	134	20	,	,	PUNCT
fennia-46476	134	21	which	which	PRON
fennia-46476	134	22	in	in	ADP
fennia-46476	134	23	the	the	DET
fennia-46476	134	24	1990s	1990s	NUM
fennia-46476	134	25	was	be	AUX
fennia-46476	134	26	still	still	ADV
fennia-46476	134	27	the	the	DET
fennia-46476	134	28	single	single	ADJ
fennia-46476	134	29	most	most	ADJ
fennia-46476	134	30	‘	'	PUNCT
fennia-46476	134	31	distinct	distinct	ADJ
fennia-46476	134	32	’	'	PUNCT
fennia-46476	134	33	variable	variable	NOUN
fennia-46476	134	34	corresponding	correspond	VERB
fennia-46476	134	35	to	to	ADP
fennia-46476	134	36	regional	regional	ADJ
fennia-46476	134	37	development	development	NOUN
fennia-46476	134	38	.	.	PUNCT
fennia-46476	135	1	the	the	DET
fennia-46476	135	2	changes	change	NOUN
fennia-46476	135	3	in	in	ADP
fennia-46476	135	4	the	the	DET
fennia-46476	135	5	order	order	NOUN
fennia-46476	135	6	of	of	ADP
fennia-46476	135	7	the	the	DET
fennia-46476	135	8	other	other	ADJ
fennia-46476	135	9	variables	variable	NOUN
fennia-46476	135	10	are	be	AUX
fennia-46476	135	11	more	more	ADV
fennia-46476	135	12	sporadic	sporadic	ADJ
fennia-46476	135	13	when	when	SCONJ
fennia-46476	135	14	all	all	DET
fennia-46476	135	15	the	the	DET
fennia-46476	135	16	years	year	NOUN
fennia-46476	135	17	(	(	PUNCT
fennia-46476	135	18	1995–2007	1995–2007	NUM
fennia-46476	135	19	)	)	PUNCT
fennia-46476	135	20	are	be	AUX
fennia-46476	135	21	considered	consider	VERB
fennia-46476	135	22	,	,	PUNCT
fennia-46476	135	23	although	although	SCONJ
fennia-46476	135	24	the	the	DET
fennia-46476	135	25	dependency	dependency	NOUN
fennia-46476	135	26	ratio	ratio	NOUN
fennia-46476	135	27	and	and	CCONJ
fennia-46476	135	28	agriculture	agriculture	NOUN
fennia-46476	135	29	and	and	CCONJ
fennia-46476	135	30	forestry	forestry	NOUN
fennia-46476	135	31	are	be	AUX
fennia-46476	135	32	now	now	ADV
fennia-46476	135	33	established	establish	VERB
fennia-46476	135	34	as	as	ADP
fennia-46476	135	35	the	the	DET
fennia-46476	135	36	fourth	fourth	ADJ
fennia-46476	135	37	and	and	CCONJ
fennia-46476	135	38	fifth	fifth	ADJ
fennia-46476	135	39	most	most	ADJ
fennia-46476	135	40	‘	'	PUNCT
fennia-46476	135	41	distinct	distinct	ADJ
fennia-46476	135	42	’	'	PUNCT
fennia-46476	135	43	variables	variable	NOUN
fennia-46476	135	44	of	of	ADP
fennia-46476	135	45	regional	regional	ADJ
fennia-46476	135	46	development	development	NOUN
fennia-46476	135	47	.	.	PUNCT
fennia-46476	136	1	population	population	NOUN
fennia-46476	136	2	change	change	NOUN
fennia-46476	136	3	is	be	AUX
fennia-46476	136	4	also	also	ADV
fennia-46476	136	5	positively	positively	ADV
fennia-46476	136	6	associated	associate	VERB
fennia-46476	136	7	with	with	ADP
fennia-46476	136	8	regional	regional	ADJ
fennia-46476	136	9	development	development	NOUN
fennia-46476	136	10	.	.	PUNCT
fennia-46476	137	1	in	in	ADP
fennia-46476	137	2	addition	addition	NOUN
fennia-46476	137	3	,	,	PUNCT
fennia-46476	137	4	gva	gva	PROPN
fennia-46476	137	5	,	,	PUNCT
fennia-46476	137	6	income	income	NOUN
fennia-46476	137	7	,	,	PUNCT
fennia-46476	137	8	and	and	CCONJ
fennia-46476	137	9	gdp	gdp	NOUN
fennia-46476	137	10	are	be	AUX
fennia-46476	137	11	high	high	ADJ
fennia-46476	137	12	in	in	ADP
fennia-46476	137	13	more	more	ADJ
fennia-46476	137	14	developed	develop	VERB
fennia-46476	137	15	regions	region	NOUN
fennia-46476	137	16	.	.	PUNCT
fennia-46476	138	1	since	since	SCONJ
fennia-46476	138	2	agriculture	agriculture	NOUN
fennia-46476	138	3	and	and	CCONJ
fennia-46476	138	4	forestry	forestry	NOUN
fennia-46476	138	5	are	be	AUX
fennia-46476	138	6	negatively	negatively	ADV
fennia-46476	138	7	associated	associate	VERB
fennia-46476	138	8	with	with	ADP
fennia-46476	138	9	other	other	ADJ
fennia-46476	138	10	variables	variable	NOUN
fennia-46476	138	11	depicting	depict	VERB
fennia-46476	138	12	regional	regional	ADJ
fennia-46476	138	13	development	development	NOUN
fennia-46476	138	14	,	,	PUNCT
fennia-46476	138	15	it	it	PRON
fennia-46476	138	16	can	can	AUX
fennia-46476	138	17	be	be	AUX
fennia-46476	138	18	stated	state	VERB
fennia-46476	138	19	that	that	SCONJ
fennia-46476	138	20	predominantly	predominantly	ADV
fennia-46476	138	21	rural	rural	ADJ
fennia-46476	138	22	regions	region	NOUN
fennia-46476	138	23	are	be	AUX
fennia-46476	138	24	not	not	PART
fennia-46476	138	25	at	at	ADP
fennia-46476	138	26	the	the	DET
fennia-46476	138	27	peak	peak	NOUN
fennia-46476	138	28	of	of	ADP
fennia-46476	138	29	development	development	NOUN
fennia-46476	138	30	and	and	CCONJ
fennia-46476	138	31	it	it	PRON
fennia-46476	138	32	appears	appear	VERB
fennia-46476	138	33	that	that	SCONJ
fennia-46476	138	34	more	more	ADV
fennia-46476	138	35	developed	develop	VERB
fennia-46476	138	36	regions	region	NOUN
fennia-46476	138	37	are	be	AUX
fennia-46476	138	38	in	in	ADP
fennia-46476	138	39	fact	fact	NOUN
fennia-46476	138	40	service	service	NOUN
fennia-46476	138	41	-	-	PUNCT
fennia-46476	138	42	oriented	orient	VERB
fennia-46476	138	43	(	(	PUNCT
fennia-46476	138	44	services	service	NOUN
fennia-46476	138	45	are	be	AUX
fennia-46476	138	46	positively	positively	ADV
fennia-46476	138	47	associated	associate	VERB
fennia-46476	138	48	with	with	ADP
fennia-46476	138	49	other	other	ADJ
fennia-46476	138	50	variables	variable	NOUN
fennia-46476	138	51	depicting	depict	VERB
fennia-46476	138	52	regional	regional	ADJ
fennia-46476	138	53	development	development	NOUN
fennia-46476	138	54	)	)	PUNCT
fennia-46476	138	55	.	.	PUNCT
fennia-46476	139	1	accordingly	accordingly	ADV
fennia-46476	139	2	,	,	PUNCT
fennia-46476	139	3	unemployment	unemployment	NOUN
fennia-46476	139	4	,	,	PUNCT
fennia-46476	139	5	limited	limited	ADJ
fennia-46476	139	6	and	and	CCONJ
fennia-46476	139	7	low	low	ADJ
fennia-46476	139	8	housing	housing	NOUN
fennia-46476	139	9	conditions	condition	NOUN
fennia-46476	139	10	and	and	CCONJ
fennia-46476	139	11	a	a	DET
fennia-46476	139	12	high	high	ADJ
fennia-46476	139	13	dependency	dependency	NOUN
fennia-46476	139	14	ratio	ratio	NOUN
fennia-46476	139	15	are	be	AUX
fennia-46476	139	16	negatively	negatively	ADV
fennia-46476	139	17	,	,	PUNCT
fennia-46476	139	18	whereas	whereas	SCONJ
fennia-46476	139	19	a	a	DET
fennia-46476	139	20	nonbiased	nonbiase	VERB
fennia-46476	139	21	gender	gender	NOUN
fennia-46476	139	22	structure	structure	NOUN
fennia-46476	139	23	is	be	AUX
fennia-46476	139	24	positively	positively	ADV
fennia-46476	139	25	,	,	PUNCT
fennia-46476	139	26	associated	associate	VERB
fennia-46476	139	27	with	with	ADP
fennia-46476	139	28	other	other	ADJ
fennia-46476	139	29	variables	variable	NOUN
fennia-46476	139	30	depicting	depict	VERB
fennia-46476	139	31	regional	regional	ADJ
fennia-46476	139	32	development	development	NOUN
fennia-46476	139	33	.	.	PUNCT
fennia-46476	140	1	the	the	DET
fennia-46476	140	2	variables	variable	NOUN
fennia-46476	140	3	chosen	choose	VERB
fennia-46476	140	4	here	here	ADV
fennia-46476	140	5	to	to	PART
fennia-46476	140	6	depict	depict	VERB
fennia-46476	140	7	innovation	innovation	NOUN
fennia-46476	140	8	,	,	PUNCT
fennia-46476	140	9	namely	namely	ADV
fennia-46476	140	10	r&d	r&d	NOUN
fennia-46476	140	11	spending	spending	NOUN
fennia-46476	140	12	and	and	CCONJ
fennia-46476	140	13	patents	patent	NOUN
fennia-46476	140	14	,	,	PUNCT
fennia-46476	140	15	have	have	AUX
fennia-46476	140	16	gained	gain	VERB
fennia-46476	140	17	a	a	DET
fennia-46476	140	18	stable	stable	ADJ
fennia-46476	140	19	middling	middling	ADJ
fennia-46476	140	20	position	position	NOUN
fennia-46476	140	21	(	(	PUNCT
fennia-46476	140	22	in	in	ADP
fennia-46476	140	23	terms	term	NOUN
fennia-46476	140	24	of	of	ADP
fennia-46476	140	25	covariation	covariation	NOUN
fennia-46476	140	26	of	of	ADP
fennia-46476	140	27	the	the	DET
fennia-46476	140	28	explanatory	explanatory	ADJ
fennia-46476	140	29	variables	variable	NOUN
fennia-46476	140	30	)	)	PUNCT
fennia-46476	140	31	among	among	ADP
fennia-46476	140	32	the	the	DET
fennia-46476	140	33	other	other	ADJ
fennia-46476	140	34	variables	variable	NOUN
fennia-46476	140	35	of	of	ADP
fennia-46476	140	36	regional	regional	ADJ
fennia-46476	140	37	development	development	NOUN
fennia-46476	140	38	.	.	PUNCT
fennia-46476	141	1	the	the	DET
fennia-46476	141	2	recent	recent	ADJ
fennia-46476	141	3	decrease	decrease	NOUN
fennia-46476	141	4	in	in	ADP
fennia-46476	141	5	the	the	DET
fennia-46476	141	6	loadings	loading	NOUN
fennia-46476	141	7	of	of	ADP
fennia-46476	141	8	patents	patent	NOUN
fennia-46476	141	9	is	be	AUX
fennia-46476	141	10	evident	evident	ADJ
fennia-46476	141	11	from	from	ADP
fennia-46476	141	12	the	the	DET
fennia-46476	141	13	total	total	ADJ
fennia-46476	141	14	number	number	NOUN
fennia-46476	141	15	of	of	ADP
fennia-46476	141	16	patents	patent	NOUN
fennia-46476	141	17	in	in	ADP
fennia-46476	141	18	finland	finland	PROPN
fennia-46476	141	19	(	(	PUNCT
fennia-46476	141	20	fig	fig	NOUN
fennia-46476	141	21	.	.	PUNCT
fennia-46476	142	1	2	2	NUM
fennia-46476	142	2	)	)	PUNCT
fennia-46476	142	3	,	,	PUNCT
fennia-46476	142	4	which	which	PRON
fennia-46476	142	5	have	have	AUX
fennia-46476	142	6	declined	decline	VERB
fennia-46476	142	7	drastically	drastically	ADV
fennia-46476	142	8	since	since	SCONJ
fennia-46476	142	9	2005	2005	NUM
fennia-46476	142	10	.	.	PUNCT
fennia-46476	143	1	in	in	ADP
fennia-46476	143	2	contrast	contrast	NOUN
fennia-46476	143	3	,	,	PUNCT
fennia-46476	143	4	the	the	DET
fennia-46476	143	5	amount	amount	NOUN
fennia-46476	143	6	spent	spend	VERB
fennia-46476	143	7	in	in	ADP
fennia-46476	143	8	r&d	r&d	NOUN
fennia-46476	143	9	in	in	ADP
fennia-46476	143	10	finland	finland	PROPN
fennia-46476	143	11	has	have	AUX
fennia-46476	143	12	increased	increase	VERB
fennia-46476	143	13	steadily	steadily	ADV
fennia-46476	143	14	and	and	CCONJ
fennia-46476	143	15	the	the	DET
fennia-46476	143	16	loadings	loading	NOUN
fennia-46476	143	17	of	of	ADP
fennia-46476	143	18	r&d	r&d	NOUN
fennia-46476	143	19	have	have	AUX
fennia-46476	143	20	not	not	PART
fennia-46476	143	21	undergone	undergo	VERB
fennia-46476	143	22	such	such	ADJ
fennia-46476	143	23	distinct	distinct	ADJ
fennia-46476	143	24	changes	change	NOUN
fennia-46476	143	25	than	than	ADP
fennia-46476	143	26	patents	patent	NOUN
fennia-46476	143	27	.	.	PUNCT
fennia-46476	144	1	also	also	ADV
fennia-46476	144	2	,	,	PUNCT
fennia-46476	144	3	the	the	DET
fennia-46476	144	4	time	time	NOUN
fennia-46476	144	5	lag	lag	VERB
fennia-46476	144	6	for	for	ADP
fennia-46476	144	7	the	the	DET
fennia-46476	144	8	economic	economic	ADJ
fennia-46476	144	9	realization	realization	NOUN
fennia-46476	144	10	of	of	ADP
fennia-46476	144	11	patents	patent	NOUN
fennia-46476	144	12	is	be	AUX
fennia-46476	144	13	longer	long	ADJ
fennia-46476	144	14	(	(	PUNCT
fennia-46476	144	15	makkonen	makkonen	PROPN
fennia-46476	144	16	2011	2011	NUM
fennia-46476	144	17	)	)	PUNCT
fennia-46476	144	18	.	.	PUNCT
fennia-46476	145	1	however	however	ADV
fennia-46476	145	2	,	,	PUNCT
fennia-46476	145	3	it	it	PRON
fennia-46476	145	4	has	have	VERB
fennia-46476	145	5	to	to	PART
fennia-46476	145	6	be	be	AUX
fennia-46476	145	7	noted	note	VERB
fennia-46476	145	8	that	that	SCONJ
fennia-46476	145	9	r&d	r&d	NOUN
fennia-46476	145	10	activities	activity	NOUN
fennia-46476	145	11	and	and	CCONJ
fennia-46476	145	12	patents	patent	NOUN
fennia-46476	145	13	reflect	reflect	VERB
fennia-46476	145	14	only	only	ADV
fennia-46476	145	15	a	a	DET
fennia-46476	145	16	part	part	NOUN
fennia-46476	145	17	of	of	ADP
fennia-46476	145	18	the	the	DET
fennia-46476	145	19	total	total	ADJ
fennia-46476	145	20	innovation	innovation	NOUN
fennia-46476	145	21	inputs	input	NOUN
fennia-46476	145	22	and	and	CCONJ
fennia-46476	145	23	outputs	output	NOUN
fennia-46476	145	24	.	.	PUNCT
fennia-46476	146	1	thus	thus	ADV
fennia-46476	146	2	,	,	PUNCT
fennia-46476	146	3	the	the	DET
fennia-46476	146	4	total	total	ADJ
fennia-46476	146	5	innovative	innovative	ADJ
fennia-46476	146	6	efforts	effort	NOUN
fennia-46476	146	7	in	in	ADP
fennia-46476	146	8	a	a	DET
fennia-46476	146	9	region	region	NOUN
fennia-46476	146	10	are	be	AUX
fennia-46476	146	11	not	not	PART
fennia-46476	146	12	represented	represent	VERB
fennia-46476	146	13	through	through	ADP
fennia-46476	146	14	these	these	DET
fennia-46476	146	15	two	two	NUM
fennia-46476	146	16	variables	variable	NOUN
fennia-46476	146	17	.	.	PUNCT
fennia-46476	147	1	furthermore	furthermore	ADV
fennia-46476	147	2	,	,	PUNCT
fennia-46476	147	3	outsourcing	outsourcing	NOUN
fennia-46476	147	4	and	and	CCONJ
fennia-46476	147	5	dispersal	dispersal	NOUN
fennia-46476	147	6	of	of	ADP
fennia-46476	147	7	firm	firm	NOUN
fennia-46476	147	8	’s	’s	PART
fennia-46476	147	9	innovation	innovation	NOUN
fennia-46476	147	10	activities	activity	NOUN
fennia-46476	147	11	to	to	ADP
fennia-46476	147	12	outside	outside	ADP
fennia-46476	147	13	its	its	PRON
fennia-46476	147	14	home	home	NOUN
fennia-46476	147	15	-	-	PUNCT
fennia-46476	147	16	region	region	NOUN
fennia-46476	147	17	can	can	AUX
fennia-46476	147	18	lead	lead	VERB
fennia-46476	147	19	to	to	ADP
fennia-46476	147	20	an	an	DET
fennia-46476	147	21	underestimation	underestimation	NOUN
fennia-46476	147	22	of	of	ADP
fennia-46476	147	23	the	the	DET
fennia-46476	147	24	real	real	ADJ
fennia-46476	147	25	innovativeness	innovativeness	NOUN
fennia-46476	147	26	of	of	ADP
fennia-46476	147	27	some	some	DET
fennia-46476	147	28	regions	region	NOUN
fennia-46476	147	29	and	and	CCONJ
fennia-46476	147	30	overestimation	overestimation	NOUN
fennia-46476	147	31	of	of	ADP
fennia-46476	147	32	others	other	NOUN
fennia-46476	147	33	.	.	PUNCT
fennia-46476	148	1	table	table	NOUN
fennia-46476	148	2	3	3	NUM
fennia-46476	148	3	.	.	PUNCT
fennia-46476	149	1	loadings	loading	NOUN
fennia-46476	149	2	of	of	ADP
fennia-46476	149	3	the	the	DET
fennia-46476	149	4	principal	principal	ADJ
fennia-46476	149	5	component	component	NOUN
fennia-46476	149	6	“	"	PUNCT
fennia-46476	149	7	regional	regional	ADJ
fennia-46476	149	8	development	development	NOUN
fennia-46476	149	9	”	"	PUNCT
fennia-46476	149	10	for	for	ADP
fennia-46476	149	11	the	the	DET
fennia-46476	149	12	years	year	NOUN
fennia-46476	149	13	1995	1995	NUM
fennia-46476	149	14	,	,	PUNCT
fennia-46476	149	15	1998	1998	NUM
fennia-46476	149	16	,	,	PUNCT
fennia-46476	149	17	2001	2001	NUM
fennia-46476	149	18	,	,	PUNCT
fennia-46476	149	19	2004	2004	NUM
fennia-46476	149	20	and	and	CCONJ
fennia-46476	149	21	2007	2007	NUM
fennia-46476	149	22	(	(	PUNCT
fennia-46476	149	23	arrows	arrow	NOUN
fennia-46476	149	24	represent	represent	VERB
fennia-46476	149	25	the	the	DET
fennia-46476	149	26	subsequent	subsequent	ADJ
fennia-46476	149	27	shifts	shift	NOUN
fennia-46476	149	28	in	in	ADP
fennia-46476	149	29	the	the	DET
fennia-46476	149	30	order	order	NOUN
fennia-46476	149	31	of	of	ADP
fennia-46476	149	32	the	the	DET
fennia-46476	149	33	variables	variable	NOUN
fennia-46476	149	34	according	accord	VERB
fennia-46476	149	35	to	to	ADP
fennia-46476	149	36	their	their	PRON
fennia-46476	149	37	values	value	NOUN
fennia-46476	149	38	of	of	ADP
fennia-46476	149	39	principal	principal	ADJ
fennia-46476	149	40	component	component	NOUN
fennia-46476	149	41	loadings	loading	NOUN
fennia-46476	149	42	;	;	PUNCT
fennia-46476	149	43	loadings	loading	NOUN
fennia-46476	149	44	under	under	ADP
fennia-46476	149	45	the	the	DET
fennia-46476	149	46	value	value	NOUN
fennia-46476	149	47	of	of	ADP
fennia-46476	149	48	0.3	0.3	NUM
fennia-46476	149	49	are	be	AUX
fennia-46476	149	50	excluded	exclude	VERB
fennia-46476	149	51	)	)	PUNCT
fennia-46476	149	52	.	.	PUNCT
fennia-46476	150	1	1995	1995	NUM
fennia-46476	150	2	  	  	SPACE
fennia-46476	150	3	1998	1998	NUM
fennia-46476	150	4	  	  	SPACE
fennia-46476	150	5	2001	2001	NUM
fennia-46476	150	6	  	  	SPACE
fennia-46476	150	7	2004	2004	NUM
fennia-46476	150	8	  	  	SPACE
fennia-46476	150	9	2007	2007	NUM
fennia-46476	150	10	  	  	SPACE
fennia-46476	150	11	income	income	NOUN
fennia-46476	150	12	  	  	SPACE
fennia-46476	150	13	0.932	0.932	NUM
fennia-46476	150	14	  	  	SPACE
fennia-46476	150	15	income	income	NOUN
fennia-46476	150	16	  	  	SPACE
fennia-46476	150	17	0.933	0.933	NUM
fennia-46476	150	18	↘	↘	PROPN
fennia-46476	150	19	workforce	workforce	PROPN
fennia-46476	150	20	  	  	SPACE
fennia-46476	150	21	0.926	0.926	NUM
fennia-46476	150	22	  	  	SPACE
fennia-46476	150	23	workforce	workforce	NOUN
fennia-46476	150	24	  	  	SPACE
fennia-46476	150	25	0.922	0.922	NUM
fennia-46476	150	26	workforce	workforce	NOUN
fennia-46476	150	27	  	  	SPACE
fennia-46476	150	28	0.926	0.926	NUM
fennia-46476	150	29	  	  	SPACE
fennia-46476	150	30	workforce	workforce	NOUN
fennia-46476	150	31	  	  	SPACE
fennia-46476	150	32	0.902	0.902	NUM
fennia-46476	150	33	  	  	SPACE
fennia-46476	150	34	workforce	workforce	NOUN
fennia-46476	150	35	  	  	SPACE
fennia-46476	150	36	0.925	0.925	NUM
fennia-46476	150	37	↗	↗	PROPN
fennia-46476	150	38	income	income	NOUN
fennia-46476	150	39	  	  	SPACE
fennia-46476	150	40	0.914	0.914	NUM
fennia-46476	150	41	  	  	SPACE
fennia-46476	150	42	↘	↘	PROPN
fennia-46476	150	43	  	  	SPACE
fennia-46476	150	44	education	education	NOUN
fennia-46476	150	45	  	  	SPACE
fennia-46476	150	46	0.899	0.899	NUM
fennia-46476	150	47	education	education	NOUN
fennia-46476	150	48	  	  	SPACE
fennia-46476	150	49	0.889	0.889	NUM
fennia-46476	150	50	  	  	SPACE
fennia-46476	150	51	agriculture	agriculture	NOUN
fennia-46476	150	52	  	  	SPACE
fennia-46476	150	53	‐0.863	‐0.863	NUM
fennia-46476	150	54	  	  	SPACE
fennia-46476	150	55	↓	↓	NOUN
fennia-46476	150	56	  	  	SPACE
fennia-46476	150	57	dependency	dependency	NOUN
fennia-46476	150	58	   	   	SPACE
fennia-46476	150	59	‐0.874	‐0.874	PART
fennia-46476	150	60	↘	↘	PROPN
fennia-46476	150	61	education	education	NOUN
fennia-46476	150	62	  	  	SPACE
fennia-46476	150	63	0.893	0.893	NUM
fennia-46476	150	64	  	  	SPACE
fennia-46476	150	65	↗	↗	PROPN
fennia-46476	150	66	  	  	SPACE
fennia-46476	150	67	income	income	NOUN
fennia-46476	150	68	  	  	SPACE
fennia-46476	150	69	0.869	0.869	NUM
fennia-46476	150	70	income	income	NOUN
fennia-46476	150	71	  	  	SPACE
fennia-46476	150	72	0.859	0.859	NUM
fennia-46476	150	73	  	  	SPACE
fennia-46476	150	74	dependency	dependency	NOUN
fennia-46476	150	75	  	  	SPACE
fennia-46476	150	76	‐0.856	‐0.856	NOUN
fennia-46476	150	77	   	   	SPACE
fennia-46476	150	78	↗	↗	PROPN
fennia-46476	150	79	  	  	SPACE
fennia-46476	150	80	pop	pop	NOUN
fennia-46476	150	81	.	.	PUNCT
fennia-46476	150	82	 	 	SPACE
fennia-46476	151	1	change	change	VERB
fennia-46476	151	2	  	  	SPACE
fennia-46476	151	3	0.870	0.870	NUM
fennia-46476	151	4	↘	↘	PROPN
fennia-46476	151	5	dependency	dependency	NOUN
fennia-46476	151	6	   	   	SPACE
fennia-46476	151	7	‐0.871	‐0.871	NOUN
fennia-46476	151	8	  	  	SPACE
fennia-46476	151	9	dependency	dependency	NOUN
fennia-46476	151	10	   	   	SPACE
fennia-46476	151	11	‐0.862	‐0.862	NOUN
fennia-46476	151	12	dependency	dependency	NOUN
fennia-46476	151	13	   	   	SPACE
fennia-46476	151	14	‐0.852	‐0.852	NOUN
fennia-46476	151	15	  	  	SPACE
fennia-46476	151	16	education	education	NOUN
fennia-46476	151	17	   	   	SPACE
fennia-46476	151	18	0.852	0.852	NUM
fennia-46476	151	19	  	  	SPACE
fennia-46476	151	20	education	education	NOUN
fennia-46476	151	21	  	  	SPACE
fennia-46476	151	22	0.860	0.860	NUM
fennia-46476	151	23	↑	↑	NOUN
fennia-46476	151	24	pop	pop	NOUN
fennia-46476	151	25	.	.	PUNCT
fennia-46476	151	26	 	 	SPACE
fennia-46476	152	1	change	change	VERB
fennia-46476	152	2	  	  	SPACE
fennia-46476	152	3	0.866	0.866	NUM
fennia-46476	152	4	  	  	SPACE
fennia-46476	152	5	↓	↓	NOUN
fennia-46476	152	6	  	  	SPACE
fennia-46476	152	7	agriculture	agriculture	NOUN
fennia-46476	152	8	   	   	SPACE
fennia-46476	152	9	‐0.846	‐0.846	PROPN
fennia-46476	152	10	agriculture	agriculture	NOUN
fennia-46476	152	11	   	   	SPACE
fennia-46476	152	12	‐0.846	‐0.846	PROPN
fennia-46476	152	13	  	  	SPACE
fennia-46476	152	14	housing	housing	NOUN
fennia-46476	152	15	   	   	SPACE
fennia-46476	152	16	‐0.828	‐0.828	PROPN
fennia-46476	152	17	  	  	SPACE
fennia-46476	152	18	↓	↓	NOUN
fennia-46476	152	19	  	  	SPACE
fennia-46476	152	20	agriculture	agriculture	NOUN
fennia-46476	152	21	   	   	SPACE
fennia-46476	152	22	‐0.823	‐0.823	PROPN
fennia-46476	152	23	agriculture	agriculture	NOUN
fennia-46476	152	24	   	   	SPACE
fennia-46476	152	25	‐0.845	‐0.845	PROPN
fennia-46476	152	26	  	  	SPACE
fennia-46476	152	27	↗	↗	PROPN
fennia-46476	152	28	  	  	SPACE
fennia-46476	152	29	gva	gva	PROPN
fennia-46476	152	30	  	  	SPACE
fennia-46476	152	31	0.815	0.815	NUM
fennia-46476	152	32	↘	↘	PROPN
fennia-46476	152	33	pop	pop	NOUN
fennia-46476	152	34	.	.	PUNCT
fennia-46476	152	35	 	 	SPACE
fennia-46476	153	1	change	change	NOUN
fennia-46476	153	2	  	  	SPACE
fennia-46476	153	3	0.786	0.786	NUM
fennia-46476	153	4	  	  	SPACE
fennia-46476	153	5	gva	gva	PROPN
fennia-46476	153	6	  	  	SPACE
fennia-46476	153	7	0.779	0.779	NUM
fennia-46476	153	8	  	  	SPACE
fennia-46476	153	9	gva	gva	PROPN
fennia-46476	153	10	  	  	SPACE
fennia-46476	153	11	0.810	0.810	NUM
fennia-46476	153	12	gva	gva	PROPN
fennia-46476	153	13	  	  	SPACE
fennia-46476	153	14	0.800	0.800	NUM
fennia-46476	153	15	  	  	SPACE
fennia-46476	153	16	↗	↗	PROPN
fennia-46476	153	17	  	  	SPACE
fennia-46476	153	18	gdp	gdp	NOUN
fennia-46476	153	19	  	  	SPACE
fennia-46476	153	20	0.813	0.813	NUM
fennia-46476	153	21	↘	↘	PROPN
fennia-46476	153	22	gva	gva	PROPN
fennia-46476	153	23	  	  	SPACE
fennia-46476	153	24	0.751	0.751	NUM
fennia-46476	153	25	  	  	SPACE
fennia-46476	153	26	gdp	gdp	NOUN
fennia-46476	153	27	  	  	SPACE
fennia-46476	153	28	0.775	0.775	NUM
fennia-46476	153	29	  	  	SPACE
fennia-46476	153	30	gdp	gdp	NOUN
fennia-46476	153	31	  	  	SPACE
fennia-46476	153	32	0.809	0.809	NUM
fennia-46476	153	33	gdp	gdp	NOUN
fennia-46476	153	34	  	  	SPACE
fennia-46476	153	35	0.795	0.795	NUM
fennia-46476	153	36	  	  	SPACE
fennia-46476	153	37	↗	↗	PROPN
fennia-46476	153	38	  	  	SPACE
fennia-46476	153	39	pop	pop	NOUN
fennia-46476	153	40	.	.	PUNCT
fennia-46476	153	41	 	 	SPACE
fennia-46476	154	1	change	change	VERB
fennia-46476	154	2	  	  	SPACE
fennia-46476	154	3	0.792	0.792	NUM
fennia-46476	154	4	↑	↑	PROPN
fennia-46476	154	5	gdp	gdp	PROPN
fennia-46476	154	6	  	  	SPACE
fennia-46476	154	7	0.749	0.749	NUM
fennia-46476	154	8	  	  	SPACE
fennia-46476	154	9	gender	gender	NOUN
fennia-46476	154	10	  	  	SPACE
fennia-46476	154	11	0.768	0.768	NUM
fennia-46476	154	12	  	  	SPACE
fennia-46476	154	13	↘	↘	PROPN
fennia-46476	154	14	  	  	SPACE
fennia-46476	154	15	housing	housing	NOUN
fennia-46476	154	16	   	   	SPACE
fennia-46476	154	17	‐0.764	‐0.764	NUM
fennia-46476	154	18	↘	↘	PROPN
fennia-46476	154	19	gender	gender	NOUN
fennia-46476	154	20	  	  	SPACE
fennia-46476	154	21	0.765	0.765	NUM
fennia-46476	154	22	  	  	SPACE
fennia-46476	154	23	gender	gender	NOUN
fennia-46476	154	24	  	  	SPACE
fennia-46476	154	25	0.747	0.747	NUM
fennia-46476	154	26	↘	↘	PROPN
fennia-46476	154	27	housing	housing	NOUN
fennia-46476	154	28	   	   	SPACE
fennia-46476	154	29	‐0.738	‐0.738	PROPN
fennia-46476	154	30	  	  	SPACE
fennia-46476	154	31	pop	pop	NOUN
fennia-46476	154	32	.	.	PUNCT
fennia-46476	154	33	 	 	SPACE
fennia-46476	155	1	change	change	NOUN
fennia-46476	155	2	  	  	SPACE
fennia-46476	155	3	0.756	0.756	NUM
fennia-46476	155	4	  	  	SPACE
fennia-46476	155	5	↑	↑	NOUN
fennia-46476	155	6	  	  	SPACE
fennia-46476	155	7	gender	gender	NOUN
fennia-46476	155	8	  	  	SPACE
fennia-46476	155	9	0.750	0.750	NUM
fennia-46476	155	10	↗	↗	PROPN
fennia-46476	155	11	housing	housing	NOUN
fennia-46476	155	12	   	   	SPACE
fennia-46476	155	13	‐0.737	‐0.737	PROPN
fennia-46476	155	14	  	  	SPACE
fennia-46476	155	15	housing	housing	NOUN
fennia-46476	155	16	   	   	SPACE
fennia-46476	155	17	‐0.742	‐0.742	PROPN
fennia-46476	155	18	↗	↗	PROPN
fennia-46476	155	19	gender	gender	NOUN
fennia-46476	155	20	  	  	SPACE
fennia-46476	155	21	0.717	0.717	NUM
fennia-46476	155	22	  	  	SPACE
fennia-46476	155	23	r&d	r&d	NOUN
fennia-46476	155	24	 	 	SPACE
fennia-46476	155	25	spending	spending	NOUN
fennia-46476	155	26	  	  	SPACE
fennia-46476	155	27	0.700	0.700	NUM
fennia-46476	155	28	  	  	SPACE
fennia-46476	155	29	r&d	r&d	NOUN
fennia-46476	155	30	 	 	SPACE
fennia-46476	155	31	spending	spending	NOUN
fennia-46476	155	32	  	  	SPACE
fennia-46476	155	33	0.694	0.694	NUM
fennia-46476	155	34	r&d	r&d	NOUN
fennia-46476	155	35	 	 	SPACE
fennia-46476	155	36	spending	spending	NOUN
fennia-46476	155	37	  	  	SPACE
fennia-46476	155	38	0.658	0.658	NUM
fennia-46476	155	39	  	  	SPACE
fennia-46476	155	40	r&d	r&d	NOUN
fennia-46476	155	41	 	 	SPACE
fennia-46476	155	42	spending	spending	NOUN
fennia-46476	155	43	  	  	SPACE
fennia-46476	155	44	0.666	0.666	NUM
fennia-46476	155	45	r&d	r&d	NOUN
fennia-46476	155	46	 	 	SPACE
fennia-46476	155	47	spending	spending	NOUN
fennia-46476	155	48	  	  	SPACE
fennia-46476	155	49	0.609	0.609	NUM
fennia-46476	155	50	  	  	SPACE
fennia-46476	155	51	patents	patent	NOUN
fennia-46476	155	52	 	 	SPACE
fennia-46476	155	53	granted	grant	VERB
fennia-46476	155	54	  	  	SPACE
fennia-46476	155	55	0.495	0.495	NUM
fennia-46476	155	56	  	  	SPACE
fennia-46476	155	57	patents	patent	NOUN
fennia-46476	155	58	 	 	SPACE
fennia-46476	155	59	granted	grant	VERB
fennia-46476	155	60	  	  	SPACE
fennia-46476	155	61	0.625	0.625	NUM
fennia-46476	155	62	patents	patent	NOUN
fennia-46476	155	63	 	 	SPACE
fennia-46476	155	64	granted	grant	VERB
fennia-46476	155	65	  	  	SPACE
fennia-46476	155	66	0.620	0.620	NUM
fennia-46476	155	67	  	  	SPACE
fennia-46476	155	68	patents	patent	NOUN
fennia-46476	155	69	 	 	SPACE
fennia-46476	155	70	granted	grant	VERB
fennia-46476	155	71	  	  	SPACE
fennia-46476	155	72	0.635	0.635	NUM
fennia-46476	155	73	↓	↓	NOUN
fennia-46476	155	74	services	service	NOUN
fennia-46476	155	75	  	  	SPACE
fennia-46476	155	76	0.584	0.584	NUM
fennia-46476	155	77	  	  	SPACE
fennia-46476	155	78	unemployment	unemployment	NOUN
fennia-46476	155	79	   	   	SPACE
fennia-46476	155	80	‐0.537	‐0.537	NOUN
fennia-46476	155	81	  	  	SPACE
fennia-46476	155	82	unemployment	unemployment	NOUN
fennia-46476	155	83	   	   	SPACE
fennia-46476	155	84	‐0.595	‐0.595	PROPN
fennia-46476	155	85	unemployment	unemployment	NOUN
fennia-46476	155	86	   	   	SPACE
fennia-46476	155	87	‐0.599	‐0.599	NOUN
fennia-46476	155	88	  	  	SPACE
fennia-46476	155	89	unemployment	unemployment	NOUN
fennia-46476	155	90	   	   	SPACE
fennia-46476	155	91	‐0.562	‐0.562	PROPN
fennia-46476	155	92	unemployment	unemployment	NOUN
fennia-46476	155	93	   	   	SPACE
fennia-46476	155	94	‐0.495	‐0.495	NOUN
fennia-46476	155	95	  	  	SPACE
fennia-46476	155	96	services	service	NOUN
fennia-46476	155	97	  	  	SPACE
fennia-46476	155	98	0.453	0.453	NUM
fennia-46476	155	99	  	  	SPACE
fennia-46476	155	100	↘	↘	PROPN
fennia-46476	155	101	  	  	SPACE
fennia-46476	155	102	gdp	gdp	NOUN
fennia-46476	155	103	 	 	SPACE
fennia-46476	155	104	change	change	NOUN
fennia-46476	155	105	  	  	SPACE
fennia-46476	155	106	0.500	0.500	NUM
fennia-46476	155	107	*	*	PUNCT
fennia-46476	155	108	  	  	SPACE
fennia-46476	155	109	services	service	NOUN
fennia-46476	155	110	  	  	SPACE
fennia-46476	155	111	0.465	0.465	NUM
fennia-46476	155	112	  	  	SPACE
fennia-46476	155	113	services	service	NOUN
fennia-46476	155	114	  	  	SPACE
fennia-46476	155	115	0.544	0.544	NUM
fennia-46476	155	116	↑	↑	PROPN
fennia-46476	155	117	patents	patent	NOUN
fennia-46476	155	118	 	 	SPACE
fennia-46476	155	119	granted	grant	VERB
fennia-46476	155	120	  	  	SPACE
fennia-46476	155	121	0.393	0.393	NUM
fennia-46476	155	122	  	  	SPACE
fennia-46476	155	123	industry	industry	NOUN
fennia-46476	155	124	  	  	SPACE
fennia-46476	155	125	0.409	0.409	NUM
fennia-46476	155	126	  	  	SPACE
fennia-46476	155	127	↘	↘	PROPN
fennia-46476	155	128	  	  	SPACE
fennia-46476	155	129	services	service	NOUN
fennia-46476	155	130	  	  	SPACE
fennia-46476	155	131	0.374	0.374	NUM
fennia-46476	155	132	↗	↗	PROPN
fennia-46476	155	133	†children	†children	PROPN
fennia-46476	155	134	  	  	SPACE
fennia-46476	155	135	0.300	0.300	NUM
fennia-46476	155	136	children	child	NOUN
fennia-46476	155	137	   	   	SPACE
fennia-46476	155	138	0.363	0.363	NUM
fennia-46476	155	139	  	  	SPACE
fennia-46476	155	140	gdp	gdp	NOUN
fennia-46476	155	141	 	 	SPACE
fennia-46476	155	142	change	change	NOUN
fennia-46476	155	143	  	  	SPACE
fennia-46476	155	144	0.340	0.340	NUM
fennia-46476	155	145	  	  	SPACE
fennia-46476	155	146	↑	↑	NOUN
fennia-46476	155	147	  	  	SPACE
fennia-46476	155	148	industry	industry	NOUN
fennia-46476	155	149	  	  	SPACE
fennia-46476	155	150	0.361	0.361	NUM
fennia-46476	155	151	*	*	PUNCT
fennia-46476	155	152	             	             	SPACE
fennia-46476	155	153	†crime	†crime	ADJ
fennia-46476	155	154	  	  	SPACE
fennia-46476	155	155	0.361	0.361	NUM
fennia-46476	155	156	  	  	SPACE
fennia-46476	155	157	note	note	NOUN
fennia-46476	155	158	:	:	PUNCT
fennia-46476	155	159	  	  	SPACE
fennia-46476	155	160	↗	↗	NUM
fennia-46476	155	161	↘	↘	PROPN
fennia-46476	155	162	change	change	NOUN
fennia-46476	155	163	of	of	ADP
fennia-46476	155	164	one	one	NUM
fennia-46476	155	165	rank	rank	NOUN
fennia-46476	155	166	↑↓	↑↓	NOUN
fennia-46476	155	167	  	  	SPACE
fennia-46476	155	168	change	change	NOUN
fennia-46476	155	169	of	of	ADP
fennia-46476	155	170	more	more	ADJ
fennia-46476	155	171	than	than	ADP
fennia-46476	155	172	one	one	NUM
fennia-46476	155	173	rank	rank	NOUN
fennia-46476	155	174	blank	blank	ADP
fennia-46476	155	175	no	no	DET
fennia-46476	155	176	change	change	NOUN
fennia-46476	155	177	*	*	PUNCT
fennia-46476	155	178	change	change	NOUN
fennia-46476	155	179	to	to	ADP
fennia-46476	155	180	a	a	DET
fennia-46476	155	181	loading	loading	NOUN
fennia-46476	155	182	under	under	ADP
fennia-46476	155	183	the	the	DET
fennia-46476	155	184	threshold	threshold	NOUN
fennia-46476	155	185	of	of	ADP
fennia-46476	155	186	0.3	0.3	NUM
fennia-46476	155	187	†	†	NOUN
fennia-46476	155	188	change	change	NOUN
fennia-46476	155	189	from	from	ADP
fennia-46476	155	190	a	a	DET
fennia-46476	155	191	loading	loading	NOUN
fennia-46476	155	192	under	under	ADP
fennia-46476	155	193	the	the	DET
fennia-46476	155	194	threshold	threshold	NOUN
fennia-46476	155	195	of	of	ADP
fennia-46476	155	196	0.3	0.3	NUM
fennia-46476	155	197	fennia	fennia	NOUN
fennia-46476	155	198	193	193	NUM
fennia-46476	155	199	:	:	SYM
fennia-46476	155	200	1	1	NUM
fennia-46476	155	201	(	(	PUNCT
fennia-46476	155	202	2015	2015	NUM
fennia-46476	155	203	)	)	PUNCT
fennia-46476	155	204	141geographical	141geographical	PROPN
fennia-46476	155	205	and	and	CCONJ
fennia-46476	155	206	temporal	temporal	ADJ
fennia-46476	155	207	variation	variation	NOUN
fennia-46476	155	208	of	of	ADP
fennia-46476	155	209	regional	regional	ADJ
fennia-46476	155	210	development	development	NOUN
fennia-46476	155	211	...	...	PUNCT
fennia-46476	155	212	some	some	DET
fennia-46476	155	213	minor	minor	ADJ
fennia-46476	155	214	changes	change	NOUN
fennia-46476	155	215	that	that	PRON
fennia-46476	155	216	are	be	AUX
fennia-46476	155	217	not	not	PART
fennia-46476	155	218	evident	evident	ADJ
fennia-46476	155	219	from	from	ADP
fennia-46476	155	220	the	the	DET
fennia-46476	155	221	table	table	NOUN
fennia-46476	155	222	3	3	NUM
fennia-46476	155	223	are	be	AUX
fennia-46476	155	224	highlighted	highlight	VERB
fennia-46476	155	225	in	in	ADP
fennia-46476	155	226	figure	figure	NOUN
fennia-46476	155	227	3	3	NUM
fennia-46476	155	228	which	which	PRON
fennia-46476	155	229	suggests	suggest	VERB
fennia-46476	155	230	that	that	SCONJ
fennia-46476	155	231	industry	industry	NOUN
fennia-46476	155	232	is	be	AUX
fennia-46476	155	233	no	no	PRON
fennia-46476	155	234	more	more	ADJ
fennia-46476	155	235	a	a	DET
fennia-46476	155	236	‘	'	PUNCT
fennia-46476	155	237	distinct	distinct	ADJ
fennia-46476	155	238	’	'	PUNCT
fennia-46476	155	239	feature	feature	NOUN
fennia-46476	155	240	of	of	ADP
fennia-46476	155	241	regional	regional	ADJ
fennia-46476	155	242	development	development	NOUN
fennia-46476	155	243	.	.	PUNCT
fennia-46476	156	1	an	an	DET
fennia-46476	156	2	opposite	opposite	ADJ
fennia-46476	156	3	path	path	NOUN
fennia-46476	156	4	to	to	ADP
fennia-46476	156	5	industry	industry	NOUN
fennia-46476	156	6	can	can	AUX
fennia-46476	156	7	be	be	AUX
fennia-46476	156	8	seen	see	VERB
fennia-46476	156	9	in	in	ADP
fennia-46476	156	10	the	the	DET
fennia-46476	156	11	importance	importance	NOUN
fennia-46476	156	12	of	of	ADP
fennia-46476	156	13	services	service	NOUN
fennia-46476	156	14	.	.	PUNCT
fennia-46476	157	1	in	in	ADP
fennia-46476	157	2	the	the	DET
fennia-46476	157	3	mid-1990s	mid-1990	NOUN
fennia-46476	157	4	services	service	NOUN
fennia-46476	157	5	and	and	CCONJ
fennia-46476	157	6	industry	industry	NOUN
fennia-46476	157	7	had	have	VERB
fennia-46476	157	8	almost	almost	ADV
fennia-46476	157	9	equal	equal	ADJ
fennia-46476	157	10	loadings	loading	NOUN
fennia-46476	157	11	,	,	PUNCT
fennia-46476	157	12	but	but	CCONJ
fennia-46476	157	13	after	after	ADP
fennia-46476	157	14	1998	1998	NUM
fennia-46476	157	15	these	these	DET
fennia-46476	157	16	two	two	NUM
fennia-46476	157	17	variables	variable	NOUN
fennia-46476	157	18	have	have	AUX
fennia-46476	157	19	taken	take	VERB
fennia-46476	157	20	quite	quite	ADV
fennia-46476	157	21	different	different	ADJ
fennia-46476	157	22	directions	direction	NOUN
fennia-46476	157	23	:	:	PUNCT
fennia-46476	157	24	the	the	DET
fennia-46476	157	25	loadings	loading	NOUN
fennia-46476	157	26	of	of	ADP
fennia-46476	157	27	services	service	NOUN
fennia-46476	157	28	have	have	AUX
fennia-46476	157	29	increased	increase	VERB
fennia-46476	157	30	steadily	steadily	ADV
fennia-46476	157	31	whereas	whereas	SCONJ
fennia-46476	157	32	the	the	DET
fennia-46476	157	33	loadings	loading	NOUN
fennia-46476	157	34	of	of	ADP
fennia-46476	157	35	industry	industry	NOUN
fennia-46476	157	36	have	have	AUX
fennia-46476	157	37	fallen	fall	VERB
fennia-46476	157	38	to	to	AUX
fennia-46476	157	39	negligible	negligible	ADJ
fennia-46476	157	40	.	.	PUNCT
fennia-46476	158	1	industry	industry	NOUN
fennia-46476	158	2	was	be	AUX
fennia-46476	158	3	at	at	ADP
fennia-46476	158	4	one	one	NUM
fennia-46476	158	5	time	time	NOUN
fennia-46476	158	6	almost	almost	ADV
fennia-46476	158	7	a	a	DET
fennia-46476	158	8	synonym	synonym	NOUN
fennia-46476	158	9	for	for	ADP
fennia-46476	158	10	development	development	NOUN
fennia-46476	158	11	,	,	PUNCT
fennia-46476	158	12	but	but	CCONJ
fennia-46476	158	13	it	it	PRON
fennia-46476	158	14	has	have	AUX
fennia-46476	158	15	been	be	AUX
fennia-46476	158	16	replaced	replace	VERB
fennia-46476	158	17	by	by	ADP
fennia-46476	158	18	other	other	ADJ
fennia-46476	158	19	more	more	ADV
fennia-46476	158	20	sophisticated	sophisticated	ADJ
fennia-46476	158	21	“	"	PUNCT
fennia-46476	158	22	techno	techno	NOUN
fennia-46476	158	23	-	-	PUNCT
fennia-46476	158	24	scientific	scientific	ADJ
fennia-46476	158	25	factors	factor	NOUN
fennia-46476	158	26	”	"	PUNCT
fennia-46476	158	27	.	.	PUNCT
fennia-46476	159	1	since	since	SCONJ
fennia-46476	159	2	the	the	DET
fennia-46476	159	3	loadings	loading	NOUN
fennia-46476	159	4	of	of	ADP
fennia-46476	159	5	the	the	DET
fennia-46476	159	6	principal	principal	ADJ
fennia-46476	159	7	component	component	NOUN
fennia-46476	159	8	are	be	AUX
fennia-46476	159	9	low	low	ADJ
fennia-46476	159	10	,	,	PUNCT
fennia-46476	159	11	the	the	DET
fennia-46476	159	12	percentage	percentage	NOUN
fennia-46476	159	13	of	of	ADP
fennia-46476	159	14	children	child	NOUN
fennia-46476	159	15	and	and	CCONJ
fennia-46476	159	16	levels	level	NOUN
fennia-46476	159	17	of	of	ADP
fennia-46476	159	18	crime	crime	NOUN
fennia-46476	159	19	are	be	AUX
fennia-46476	159	20	not	not	PART
fennia-46476	159	21	associated	associate	VERB
fennia-46476	159	22	with	with	ADP
fennia-46476	159	23	regional	regional	ADJ
fennia-46476	159	24	development	development	NOUN
fennia-46476	159	25	to	to	ADP
fennia-46476	159	26	a	a	DET
fennia-46476	159	27	noticeable	noticeable	ADJ
fennia-46476	159	28	degree	degree	NOUN
fennia-46476	159	29	.	.	PUNCT
fennia-46476	160	1	however	however	ADV
fennia-46476	160	2	,	,	PUNCT
fennia-46476	160	3	it	it	PRON
fennia-46476	160	4	is	be	AUX
fennia-46476	160	5	interfig	interfig	ADJ
fennia-46476	160	6	.	.	PUNCT
fennia-46476	161	1	2	2	X
fennia-46476	161	2	.	.	X
fennia-46476	161	3	the	the	DET
fennia-46476	161	4	total	total	ADJ
fennia-46476	161	5	number	number	NOUN
fennia-46476	161	6	of	of	ADP
fennia-46476	161	7	patents	patent	NOUN
fennia-46476	161	8	and	and	CCONJ
fennia-46476	161	9	combined	combine	VERB
fennia-46476	161	10	r&d	r&d	NOUN
fennia-46476	161	11	spending	spending	NOUN
fennia-46476	161	12	in	in	ADP
fennia-46476	161	13	finnish	finnish	ADJ
fennia-46476	161	14	lau-1s	lau-1s	NOUN
fennia-46476	161	15	.	.	PUNCT
fennia-46476	162	1	esting	este	VERB
fennia-46476	162	2	that	that	SCONJ
fennia-46476	162	3	the	the	DET
fennia-46476	162	4	loadings	loading	NOUN
fennia-46476	162	5	of	of	ADP
fennia-46476	162	6	the	the	DET
fennia-46476	162	7	percentage	percentage	NOUN
fennia-46476	162	8	of	of	ADP
fennia-46476	162	9	children	child	NOUN
fennia-46476	162	10	to	to	ADP
fennia-46476	162	11	the	the	DET
fennia-46476	162	12	regional	regional	ADJ
fennia-46476	162	13	development	development	NOUN
fennia-46476	162	14	have	have	AUX
fennia-46476	162	15	increased	increase	VERB
fennia-46476	162	16	from	from	ADP
fennia-46476	162	17	a	a	DET
fennia-46476	162	18	negative	negative	ADJ
fennia-46476	162	19	effect	effect	NOUN
fennia-46476	162	20	to	to	ADP
fennia-46476	162	21	a	a	DET
fennia-46476	162	22	modest	modest	ADJ
fennia-46476	162	23	positive	positive	ADJ
fennia-46476	162	24	association	association	NOUN
fennia-46476	162	25	.	.	PUNCT
fennia-46476	163	1	this	this	PRON
fennia-46476	163	2	means	mean	VERB
fennia-46476	163	3	that	that	SCONJ
fennia-46476	163	4	the	the	DET
fennia-46476	163	5	positive	positive	ADJ
fennia-46476	163	6	connections	connection	NOUN
fennia-46476	163	7	between	between	ADP
fennia-46476	163	8	the	the	DET
fennia-46476	163	9	number	number	NOUN
fennia-46476	163	10	of	of	ADP
fennia-46476	163	11	children	child	NOUN
fennia-46476	163	12	and	and	CCONJ
fennia-46476	163	13	the	the	DET
fennia-46476	163	14	other	other	ADJ
fennia-46476	163	15	variables	variable	NOUN
fennia-46476	163	16	of	of	ADP
fennia-46476	163	17	regional	regional	ADJ
fennia-46476	163	18	development	development	NOUN
fennia-46476	163	19	are	be	AUX
fennia-46476	163	20	likely	likely	ADJ
fennia-46476	163	21	to	to	PART
fennia-46476	163	22	strengthen	strengthen	VERB
fennia-46476	163	23	in	in	ADP
fennia-46476	163	24	the	the	DET
fennia-46476	163	25	future	future	NOUN
fennia-46476	163	26	.	.	PUNCT
fennia-46476	164	1	on	on	ADP
fennia-46476	164	2	the	the	DET
fennia-46476	164	3	contrary	contrary	ADJ
fennia-46476	164	4	gdp	gdp	NOUN
fennia-46476	164	5	change	change	NOUN
fennia-46476	164	6	,	,	PUNCT
fennia-46476	164	7	which	which	PRON
fennia-46476	164	8	had	have	VERB
fennia-46476	164	9	a	a	DET
fennia-46476	164	10	modest	modest	ADJ
fennia-46476	164	11	association	association	NOUN
fennia-46476	164	12	with	with	ADP
fennia-46476	164	13	regional	regional	ADJ
fennia-46476	164	14	development	development	NOUN
fennia-46476	164	15	in	in	ADP
fennia-46476	164	16	the	the	DET
fennia-46476	164	17	1990s	1990s	NUM
fennia-46476	164	18	,	,	PUNCT
fennia-46476	164	19	has	have	AUX
fennia-46476	164	20	now	now	ADV
fennia-46476	164	21	fallen	fall	VERB
fennia-46476	164	22	under	under	ADP
fennia-46476	164	23	a	a	DET
fennia-46476	164	24	loading	loading	NOUN
fennia-46476	164	25	of	of	ADP
fennia-46476	164	26	0.3	0.3	NUM
fennia-46476	164	27	,	,	PUNCT
fennia-46476	164	28	which	which	PRON
fennia-46476	164	29	means	mean	VERB
fennia-46476	164	30	that	that	SCONJ
fennia-46476	164	31	nowadays	nowadays	ADV
fennia-46476	164	32	it	it	PRON
fennia-46476	164	33	does	do	AUX
fennia-46476	164	34	not	not	PART
fennia-46476	164	35	have	have	VERB
fennia-46476	164	36	a	a	DET
fennia-46476	164	37	notable	notable	ADJ
fennia-46476	164	38	connection	connection	NOUN
fennia-46476	164	39	to	to	ADP
fennia-46476	164	40	other	other	ADJ
fennia-46476	164	41	variables	variable	NOUN
fennia-46476	164	42	depicting	depict	VERB
fennia-46476	164	43	regional	regional	ADJ
fennia-46476	164	44	development	development	NOUN
fennia-46476	164	45	.	.	PUNCT
fennia-46476	165	1	this	this	PRON
fennia-46476	165	2	is	be	AUX
fennia-46476	165	3	an	an	DET
fennia-46476	165	4	interesting	interesting	ADJ
fennia-46476	165	5	side	side	NOUN
fennia-46476	165	6	note	note	NOUN
fennia-46476	165	7	,	,	PUNCT
fennia-46476	165	8	which	which	PRON
fennia-46476	165	9	is	be	AUX
fennia-46476	165	10	hard	hard	ADJ
fennia-46476	165	11	to	to	PART
fennia-46476	165	12	explain	explain	VERB
fennia-46476	165	13	as	as	SCONJ
fennia-46476	165	14	it	it	PRON
fennia-46476	165	15	would	would	AUX
fennia-46476	165	16	seem	seem	VERB
fennia-46476	165	17	plausible	plausible	ADJ
fennia-46476	165	18	that	that	SCONJ
fennia-46476	165	19	gdp	gdp	NOUN
fennia-46476	165	20	growth	growth	NOUN
fennia-46476	165	21	should	should	AUX
fennia-46476	165	22	be	be	AUX
fennia-46476	165	23	interlinked	interlink	VERB
fennia-46476	165	24	with	with	ADP
fennia-46476	165	25	regional	regional	ADJ
fennia-46476	165	26	development	development	NOUN
fennia-46476	165	27	.	.	PUNCT
fennia-46476	166	1	one	one	NUM
fennia-46476	166	2	reason	reason	NOUN
fennia-46476	166	3	is	be	AUX
fennia-46476	166	4	the	the	DET
fennia-46476	166	5	use	use	NOUN
fennia-46476	166	6	of	of	ADP
fennia-46476	166	7	lau-1s	lau-1s	NOUN
fennia-46476	166	8	as	as	ADP
fennia-46476	166	9	the	the	DET
fennia-46476	166	10	units	unit	NOUN
fennia-46476	166	11	of	of	ADP
fennia-46476	166	12	observation	observation	NOUN
fennia-46476	166	13	.	.	PUNCT
fennia-46476	167	1	in	in	ADP
fennia-46476	167	2	lau-1s	lau-1s	PROPN
fennia-46476	167	3	,	,	PUNCT
fennia-46476	167	4	there	there	PRON
fennia-46476	167	5	are	be	VERB
fennia-46476	167	6	tremenfig	tremenfig	NOUN
fennia-46476	167	7	.	.	PUNCT
fennia-46476	168	1	3	3	X
fennia-46476	168	2	.	.	NUM
fennia-46476	168	3	selected	select	VERB
fennia-46476	168	4	extracts	extract	NOUN
fennia-46476	168	5	of	of	ADP
fennia-46476	168	6	the	the	DET
fennia-46476	168	7	loadings	loading	NOUN
fennia-46476	168	8	of	of	ADP
fennia-46476	168	9	different	different	ADJ
fennia-46476	168	10	variables	variable	NOUN
fennia-46476	168	11	to	to	ADP
fennia-46476	168	12	“	"	PUNCT
fennia-46476	168	13	regional	regional	ADJ
fennia-46476	168	14	development	development	NOUN
fennia-46476	168	15	”	"	PUNCT
fennia-46476	168	16	.	.	PUNCT
fennia-46476	169	1	0	0	NUM
fennia-46476	170	1	1000	1000	NUM
fennia-46476	170	2	2000	2000	NUM
fennia-46476	170	3	3000	3000	NUM
fennia-46476	170	4	4000	4000	NUM
fennia-46476	170	5	5000	5000	NUM
fennia-46476	170	6	6000	6000	NUM
fennia-46476	170	7	7000	7000	NUM
fennia-46476	170	8	0	0	NUM
fennia-46476	170	9	200	200	NUM
fennia-46476	170	10	400	400	NUM
fennia-46476	170	11	600	600	NUM
fennia-46476	170	12	800	800	NUM
fennia-46476	170	13	1000	1000	NUM
fennia-46476	170	14	1200	1200	NUM
fennia-46476	170	15	1400	1400	NUM
fennia-46476	170	16	1995	1995	NUM
fennia-46476	170	17	1996	1996	NUM
fennia-46476	170	18	1997	1997	NUM
fennia-46476	170	19	1998	1998	NUM
fennia-46476	170	20	1999	1999	NUM
fennia-46476	170	21	2000	2000	NUM
fennia-46476	170	22	2001	2001	NUM
fennia-46476	170	23	2002	2002	NUM
fennia-46476	170	24	2003	2003	NUM
fennia-46476	170	25	2004	2004	NUM
fennia-46476	170	26	2005	2005	NUM
fennia-46476	170	27	2006	2006	NUM
fennia-46476	170	28	2007	2007	NUM
fennia-46476	170	29	r&d	r&d	NOUN
fennia-46476	170	30	 	 	SPACE
fennia-46476	170	31	spending	spending	NOUN
fennia-46476	170	32	 	 	SPACE
fennia-46476	170	33	million	million	NUM
fennia-46476	170	34	 	 	SPACE
fennia-46476	170	35	€	€	NOUN
fennia-46476	170	36	patents	patent	NOUN
fennia-46476	170	37	  	  	SPACE
fennia-46476	170	38	patents	patent	NOUN
fennia-46476	170	39	r&d	r&d	NOUN
fennia-46476	170	40	 	 	SPACE
fennia-46476	170	41	spending	spending	NOUN
fennia-46476	170	42	‐0.300	‐0.300	NOUN
fennia-46476	170	43	0.000	0.000	NUM
fennia-46476	170	44	0.300	0.300	NUM
fennia-46476	170	45	0.600	0.600	NUM
fennia-46476	170	46	1995	1995	NUM
fennia-46476	170	47	1996	1996	NUM
fennia-46476	170	48	1997	1997	NUM
fennia-46476	170	49	1998	1998	NUM
fennia-46476	170	50	1999	1999	NUM
fennia-46476	170	51	2000	2000	NUM
fennia-46476	170	52	2001	2001	NUM
fennia-46476	170	53	2002	2002	NUM
fennia-46476	170	54	2003	2003	NUM
fennia-46476	170	55	2004	2004	NUM
fennia-46476	170	56	2005	2005	NUM
fennia-46476	170	57	2006	2006	NUM
fennia-46476	170	58	2007	2007	NUM
fennia-46476	170	59	loadings	loading	NOUN
fennia-46476	170	60	services	service	NOUN
fennia-46476	170	61	industry	industry	NOUN
fennia-46476	170	62	crime	crime	NOUN
fennia-46476	170	63	children	children	PROPN
fennia-46476	170	64	gdp	gdp	PROPN
fennia-46476	170	65	 	 	SPACE
fennia-46476	170	66	change	change	VERB
fennia-46476	170	67	142	142	NUM
fennia-46476	170	68	fennia	fennia	NOUN
fennia-46476	170	69	193	193	NUM
fennia-46476	170	70	:	:	SYM
fennia-46476	170	71	1	1	NUM
fennia-46476	170	72	(	(	PUNCT
fennia-46476	170	73	2015)teemu	2015)teemu	NUM
fennia-46476	170	74	makkonen	makkonen	NOUN
fennia-46476	170	75	and	and	CCONJ
fennia-46476	170	76	tommi	tommi	PROPN
fennia-46476	170	77	inkinen	inkinen	PROPN
fennia-46476	170	78	dous	dous	ADJ
fennia-46476	170	79	fluctuations	fluctuation	NOUN
fennia-46476	170	80	in	in	ADP
fennia-46476	170	81	the	the	DET
fennia-46476	170	82	growth	growth	NOUN
fennia-46476	170	83	percentage	percentage	NOUN
fennia-46476	170	84	of	of	ADP
fennia-46476	170	85	gdp	gdp	NOUN
fennia-46476	170	86	between	between	ADP
fennia-46476	170	87	individual	individual	ADJ
fennia-46476	170	88	years	year	NOUN
fennia-46476	170	89	.	.	PUNCT
fennia-46476	171	1	according	accord	VERB
fennia-46476	171	2	to	to	ADP
fennia-46476	171	3	previous	previous	ADJ
fennia-46476	171	4	literature	literature	NOUN
fennia-46476	171	5	,	,	PUNCT
fennia-46476	171	6	innovation	innovation	NOUN
fennia-46476	171	7	variables	variable	NOUN
fennia-46476	171	8	are	be	AUX
fennia-46476	171	9	associated	associate	VERB
fennia-46476	171	10	with	with	ADP
fennia-46476	171	11	the	the	DET
fennia-46476	171	12	variables	variable	NOUN
fennia-46476	171	13	of	of	ADP
fennia-46476	171	14	regional	regional	ADJ
fennia-46476	171	15	development	development	NOUN
fennia-46476	171	16	.	.	PUNCT
fennia-46476	172	1	in	in	ADP
fennia-46476	172	2	line	line	NOUN
fennia-46476	172	3	,	,	PUNCT
fennia-46476	172	4	the	the	DET
fennia-46476	172	5	results	result	NOUN
fennia-46476	172	6	presented	present	VERB
fennia-46476	172	7	here	here	ADV
fennia-46476	172	8	are	be	AUX
fennia-46476	172	9	somewhat	somewhat	ADV
fennia-46476	172	10	encouraging	encouraging	ADJ
fennia-46476	172	11	:	:	PUNCT
fennia-46476	172	12	in	in	ADP
fennia-46476	172	13	finland	finland	PROPN
fennia-46476	172	14	innovation	innovation	NOUN
fennia-46476	172	15	was	be	AUX
fennia-46476	172	16	positively	positively	ADV
fennia-46476	172	17	associated	associate	VERB
fennia-46476	172	18	with	with	ADP
fennia-46476	172	19	regional	regional	ADJ
fennia-46476	172	20	development	development	NOUN
fennia-46476	172	21	.	.	PUNCT
fennia-46476	173	1	however	however	ADV
fennia-46476	173	2	,	,	PUNCT
fennia-46476	173	3	innovation	innovation	NOUN
fennia-46476	173	4	is	be	AUX
fennia-46476	173	5	not	not	PART
fennia-46476	173	6	among	among	ADP
fennia-46476	173	7	the	the	DET
fennia-46476	173	8	predominant	predominant	ADJ
fennia-46476	173	9	variables	variable	NOUN
fennia-46476	173	10	(	(	PUNCT
fennia-46476	173	11	in	in	ADP
fennia-46476	173	12	terms	term	NOUN
fennia-46476	173	13	of	of	ADP
fennia-46476	173	14	covariation	covariation	NOUN
fennia-46476	173	15	of	of	ADP
fennia-46476	173	16	explanatory	explanatory	ADJ
fennia-46476	173	17	variables	variable	NOUN
fennia-46476	173	18	)	)	PUNCT
fennia-46476	173	19	of	of	ADP
fennia-46476	173	20	regional	regional	ADJ
fennia-46476	173	21	development	development	NOUN
fennia-46476	173	22	.	.	PUNCT
fennia-46476	174	1	in	in	ADP
fennia-46476	174	2	fact	fact	NOUN
fennia-46476	174	3	there	there	PRON
fennia-46476	174	4	are	be	VERB
fennia-46476	174	5	several	several	ADJ
fennia-46476	174	6	other	other	ADJ
fennia-46476	174	7	variables	variable	NOUN
fennia-46476	174	8	with	with	ADP
fennia-46476	174	9	higher	high	ADJ
fennia-46476	174	10	loadings	loading	NOUN
fennia-46476	174	11	to	to	ADP
fennia-46476	174	12	regional	regional	ADJ
fennia-46476	174	13	development	development	NOUN
fennia-46476	174	14	than	than	ADP
fennia-46476	174	15	innovation	innovation	NOUN
fennia-46476	174	16	.	.	PUNCT
fennia-46476	175	1	thus	thus	ADV
fennia-46476	175	2	,	,	PUNCT
fennia-46476	175	3	innovation	innovation	NOUN
fennia-46476	175	4	variables	variable	NOUN
fennia-46476	175	5	,	,	PUNCT
fennia-46476	175	6	r&d	r&d	NOUN
fennia-46476	175	7	spending	spending	NOUN
fennia-46476	175	8	and	and	CCONJ
fennia-46476	175	9	granted	grant	VERB
fennia-46476	175	10	patents	patent	NOUN
fennia-46476	175	11	are	be	AUX
fennia-46476	175	12	interlinked	interlink	VERB
fennia-46476	175	13	with	with	ADP
fennia-46476	175	14	the	the	DET
fennia-46476	175	15	other	other	ADJ
fennia-46476	175	16	variables	variable	NOUN
fennia-46476	175	17	depicting	depict	VERB
fennia-46476	175	18	regional	regional	ADJ
fennia-46476	175	19	development	development	NOUN
fennia-46476	175	20	,	,	PUNCT
fennia-46476	175	21	but	but	CCONJ
fennia-46476	175	22	they	they	PRON
fennia-46476	175	23	are	be	AUX
fennia-46476	175	24	not	not	PART
fennia-46476	175	25	among	among	ADP
fennia-46476	175	26	the	the	DET
fennia-46476	175	27	“	"	PUNCT
fennia-46476	175	28	leading	lead	VERB
fennia-46476	175	29	and	and	CCONJ
fennia-46476	175	30	distinct	distinct	ADJ
fennia-46476	175	31	”	"	PUNCT
fennia-46476	175	32	variables	variable	NOUN
fennia-46476	175	33	of	of	ADP
fennia-46476	175	34	regional	regional	ADJ
fennia-46476	175	35	development	development	NOUN
fennia-46476	175	36	.	.	PUNCT
fennia-46476	176	1	innovation	innovation	NOUN
fennia-46476	176	2	and	and	CCONJ
fennia-46476	176	3	principal	principal	ADJ
fennia-46476	176	4	component	component	NOUN
fennia-46476	176	5	scores	score	NOUN
fennia-46476	176	6	for	for	ADP
fennia-46476	176	7	regional	regional	ADJ
fennia-46476	176	8	development	development	NOUN
fennia-46476	176	9	the	the	DET
fennia-46476	176	10	following	following	ADJ
fennia-46476	176	11	comparisons	comparison	NOUN
fennia-46476	176	12	are	be	AUX
fennia-46476	176	13	based	base	VERB
fennia-46476	176	14	on	on	ADP
fennia-46476	176	15	variations	variation	NOUN
fennia-46476	176	16	between	between	ADP
fennia-46476	176	17	a	a	DET
fennia-46476	176	18	sum	sum	NOUN
fennia-46476	176	19	ranking	ranking	NOUN
fennia-46476	176	20	of	of	ADP
fennia-46476	176	21	patents	patent	NOUN
fennia-46476	176	22	and	and	CCONJ
fennia-46476	176	23	r&d	r&d	NOUN
fennia-46476	176	24	spending	spending	NOUN
fennia-46476	176	25	(	(	PUNCT
fennia-46476	176	26	the	the	DET
fennia-46476	176	27	standings	standing	NOUN
fennia-46476	176	28	of	of	ADP
fennia-46476	176	29	the	the	DET
fennia-46476	176	30	regions	region	NOUN
fennia-46476	176	31	in	in	ADP
fennia-46476	176	32	both	both	DET
fennia-46476	176	33	patent	patent	NOUN
fennia-46476	176	34	and	and	CCONJ
fennia-46476	176	35	r&d	r&d	NOUN
fennia-46476	176	36	rankings	ranking	NOUN
fennia-46476	176	37	were	be	AUX
fennia-46476	176	38	summed	sum	VERB
fennia-46476	176	39	up	up	ADP
fennia-46476	176	40	:	:	PUNCT
fennia-46476	176	41	low	low	ADJ
fennia-46476	176	42	scores	score	NOUN
fennia-46476	176	43	indicate	indicate	VERB
fennia-46476	176	44	good	good	ADJ
fennia-46476	176	45	performance	performance	NOUN
fennia-46476	176	46	)	)	PUNCT
fennia-46476	176	47	and	and	CCONJ
fennia-46476	176	48	the	the	DET
fennia-46476	176	49	pcs	pc	NOUN
fennia-46476	176	50	ranking	ranking	ADJ
fennia-46476	176	51	of	of	ADP
fennia-46476	176	52	“	"	PUNCT
fennia-46476	176	53	regional	regional	ADJ
fennia-46476	176	54	development	development	NOUN
fennia-46476	176	55	”	"	PUNCT
fennia-46476	176	56	(	(	PUNCT
fennia-46476	176	57	where	where	SCONJ
fennia-46476	176	58	0	0	NUM
fennia-46476	176	59	indicates	indicate	VERB
fennia-46476	176	60	the	the	DET
fennia-46476	176	61	average	average	ADJ
fennia-46476	176	62	and	and	CCONJ
fennia-46476	176	63	positive	positive	ADJ
fennia-46476	176	64	value	value	NOUN
fennia-46476	176	65	above	above	ADP
fennia-46476	176	66	average	average	ADJ
fennia-46476	176	67	performance	performance	NOUN
fennia-46476	176	68	)	)	PUNCT
fennia-46476	176	69	.	.	PUNCT
fennia-46476	177	1	as	as	SCONJ
fennia-46476	177	2	seen	see	VERB
fennia-46476	177	3	from	from	ADP
fennia-46476	177	4	the	the	DET
fennia-46476	177	5	pcs	pc	NOUN
fennia-46476	177	6	rankings	ranking	NOUN
fennia-46476	177	7	,	,	PUNCT
fennia-46476	177	8	the	the	DET
fennia-46476	177	9	most	most	ADV
fennia-46476	177	10	developed	develop	VERB
fennia-46476	177	11	regions	region	NOUN
fennia-46476	177	12	in	in	ADP
fennia-46476	177	13	finland	finland	PROPN
fennia-46476	177	14	are	be	AUX
fennia-46476	177	15	the	the	DET
fennia-46476	177	16	core	core	ADJ
fennia-46476	177	17	urban	urban	ADJ
fennia-46476	177	18	regions	region	NOUN
fennia-46476	177	19	(	(	PUNCT
fennia-46476	177	20	fig	fig	NOUN
fennia-46476	177	21	.	.	NOUN
fennia-46476	177	22	4	4	NUM
fennia-46476	177	23	and	and	CCONJ
fennia-46476	177	24	table	table	NOUN
fennia-46476	177	25	4	4	NUM
fennia-46476	177	26	)	)	PUNCT
fennia-46476	177	27	.	.	PUNCT
fennia-46476	178	1	in	in	ADP
fennia-46476	178	2	contrast	contrast	NOUN
fennia-46476	178	3	the	the	DET
fennia-46476	178	4	rural	rural	ADJ
fennia-46476	178	5	and	and	CCONJ
fennia-46476	178	6	peripheral	peripheral	ADJ
fennia-46476	178	7	parts	part	NOUN
fennia-46476	178	8	of	of	ADP
fennia-46476	178	9	eastern	eastern	ADJ
fennia-46476	178	10	and	and	CCONJ
fennia-46476	178	11	northern	northern	ADJ
fennia-46476	178	12	finland	finland	PROPN
fennia-46476	178	13	are	be	AUX
fennia-46476	178	14	less	less	ADV
fennia-46476	178	15	developed	developed	ADJ
fennia-46476	178	16	.	.	PUNCT
fennia-46476	179	1	regional	regional	ADJ
fennia-46476	179	2	clustering	clustering	NOUN
fennia-46476	179	3	is	be	AUX
fennia-46476	179	4	clearly	clearly	ADV
fennia-46476	179	5	visible	visible	ADJ
fennia-46476	179	6	:	:	PUNCT
fennia-46476	179	7	provincial	provincial	ADJ
fennia-46476	179	8	centres	centre	NOUN
fennia-46476	179	9	have	have	VERB
fennia-46476	179	10	higher	high	ADJ
fennia-46476	179	11	data	data	NOUN
fennia-46476	179	12	scores	score	NOUN
fennia-46476	179	13	than	than	ADP
fennia-46476	179	14	surrounding	surround	VERB
fennia-46476	179	15	regions	region	NOUN
fennia-46476	179	16	.	.	PUNCT
fennia-46476	180	1	the	the	DET
fennia-46476	180	2	pcs	pc	NOUN
fennia-46476	180	3	rankings	ranking	NOUN
fennia-46476	180	4	show	show	VERB
fennia-46476	180	5	that	that	SCONJ
fennia-46476	180	6	statistically	statistically	ADV
fennia-46476	180	7	the	the	DET
fennia-46476	180	8	most	most	ADV
fennia-46476	180	9	developed	develop	VERB
fennia-46476	180	10	regions	region	NOUN
fennia-46476	180	11	are	be	AUX
fennia-46476	180	12	also	also	ADV
fennia-46476	180	13	the	the	DET
fennia-46476	180	14	most	most	ADV
fennia-46476	180	15	innovative	innovative	ADJ
fennia-46476	180	16	(	(	PUNCT
fennia-46476	180	17	fig	fig	NOUN
fennia-46476	180	18	.	.	NOUN
fennia-46476	180	19	4	4	NUM
fennia-46476	180	20	and	and	CCONJ
fennia-46476	180	21	table	table	NOUN
fennia-46476	180	22	4	4	NUM
fennia-46476	180	23	)	)	PUNCT
fennia-46476	180	24	.	.	PUNCT
fennia-46476	181	1	their	their	PRON
fennia-46476	181	2	counterparts	counterpart	NOUN
fennia-46476	181	3	are	be	AUX
fennia-46476	181	4	the	the	DET
fennia-46476	181	5	rural	rural	ADJ
fennia-46476	181	6	and	and	CCONJ
fennia-46476	181	7	peripheral	peripheral	ADJ
fennia-46476	181	8	regions	region	NOUN
fennia-46476	181	9	,	,	PUNCT
fennia-46476	181	10	which	which	PRON
fennia-46476	181	11	also	also	ADV
fennia-46476	181	12	have	have	VERB
fennia-46476	181	13	the	the	DET
fennia-46476	181	14	lowest	low	ADJ
fennia-46476	181	15	r&d	r&d	NOUN
fennia-46476	181	16	inputs	input	NOUN
fennia-46476	181	17	and	and	CCONJ
fennia-46476	181	18	patenting	patent	VERB
fennia-46476	181	19	intensity	intensity	NOUN
fennia-46476	181	20	.	.	PUNCT
fennia-46476	182	1	to	to	PART
fennia-46476	182	2	single	single	VERB
fennia-46476	182	3	out	out	ADP
fennia-46476	182	4	one	one	NUM
fennia-46476	182	5	region	region	NOUN
fennia-46476	182	6	,	,	PUNCT
fennia-46476	182	7	åland	åland	ADV
fennia-46476	182	8	,	,	PUNCT
fennia-46476	182	9	is	be	AUX
fennia-46476	182	10	a	a	DET
fennia-46476	182	11	clear	clear	ADJ
fennia-46476	182	12	exception	exception	NOUN
fennia-46476	182	13	to	to	ADP
fennia-46476	182	14	this	this	DET
fennia-46476	182	15	positive	positive	ADJ
fennia-46476	182	16	correlation	correlation	NOUN
fennia-46476	182	17	rule	rule	NOUN
fennia-46476	182	18	,	,	PUNCT
fennia-46476	182	19	because	because	SCONJ
fennia-46476	182	20	it	it	PRON
fennia-46476	182	21	has	have	VERB
fennia-46476	182	22	high	high	ADJ
fennia-46476	182	23	developmental	developmental	ADJ
fennia-46476	182	24	scores	score	NOUN
fennia-46476	182	25	but	but	CCONJ
fennia-46476	182	26	low	low	ADJ
fennia-46476	182	27	scores	score	NOUN
fennia-46476	182	28	for	for	ADP
fennia-46476	182	29	innovation	innovation	NOUN
fennia-46476	182	30	variables	variable	NOUN
fennia-46476	182	31	.	.	PUNCT
fennia-46476	183	1	the	the	DET
fennia-46476	183	2	autonomous	autonomous	ADJ
fennia-46476	183	3	åland	åland	NOUN
fennia-46476	183	4	differs	differ	VERB
fennia-46476	183	5	considerably	considerably	ADV
fennia-46476	183	6	from	from	ADP
fennia-46476	183	7	the	the	DET
fennia-46476	183	8	regions	region	NOUN
fennia-46476	183	9	of	of	ADP
fennia-46476	183	10	continental	continental	PROPN
fennia-46476	183	11	finland	finland	PROPN
fennia-46476	183	12	in	in	ADP
fennia-46476	183	13	terms	term	NOUN
fennia-46476	183	14	of	of	ADP
fennia-46476	183	15	economic	economic	ADJ
fennia-46476	183	16	activity	activity	NOUN
fennia-46476	183	17	.	.	PUNCT
fennia-46476	184	1	for	for	ADP
fennia-46476	184	2	example	example	NOUN
fennia-46476	184	3	,	,	PUNCT
fennia-46476	184	4	leisure	leisure	NOUN
fennia-46476	184	5	travel	travel	NOUN
fennia-46476	184	6	is	be	AUX
fennia-46476	184	7	a	a	DET
fennia-46476	184	8	high	high	ADJ
fennia-46476	184	9	income	income	NOUN
fennia-46476	184	10	source	source	NOUN
fennia-46476	184	11	in	in	ADP
fennia-46476	184	12	åland	åland	NOUN
fennia-46476	184	13	and	and	CCONJ
fennia-46476	184	14	one	one	NUM
fennia-46476	184	15	factor	factor	NOUN
fennia-46476	184	16	explaining	explain	VERB
fennia-46476	184	17	this	this	DET
fennia-46476	184	18	anomaly	anomaly	NOUN
fennia-46476	184	19	.	.	PUNCT
fennia-46476	185	1	the	the	DET
fennia-46476	185	2	most	most	ADV
fennia-46476	185	3	innovatable	innovatable	ADJ
fennia-46476	185	4	4	4	NUM
fennia-46476	185	5	.	.	PUNCT
fennia-46476	186	1	the	the	DET
fennia-46476	186	2	most	most	ADV
fennia-46476	186	3	innovative	innovative	ADJ
fennia-46476	186	4	,	,	PUNCT
fennia-46476	186	5	in	in	ADP
fennia-46476	186	6	the	the	DET
fennia-46476	186	7	sum	sum	NOUN
fennia-46476	186	8	ranking	ranking	NOUN
fennia-46476	186	9	of	of	ADP
fennia-46476	186	10	r&d	r&d	NOUN
fennia-46476	186	11	spending	spending	NOUN
fennia-46476	186	12	and	and	CCONJ
fennia-46476	186	13	granted	grant	VERB
fennia-46476	186	14	patents	patent	NOUN
fennia-46476	186	15	,	,	PUNCT
fennia-46476	186	16	regions	region	NOUN
fennia-46476	186	17	in	in	ADP
fennia-46476	186	18	finland	finland	PROPN
fennia-46476	186	19	and	and	CCONJ
fennia-46476	186	20	the	the	DET
fennia-46476	186	21	standings	standing	NOUN
fennia-46476	186	22	in	in	ADP
fennia-46476	186	23	the	the	DET
fennia-46476	186	24	principal	principal	ADJ
fennia-46476	186	25	component	component	NOUN
fennia-46476	186	26	score	score	NOUN
fennia-46476	186	27	ranking	ranking	NOUN
fennia-46476	186	28	of	of	ADP
fennia-46476	186	29	“	"	PUNCT
fennia-46476	186	30	regional	regional	ADJ
fennia-46476	186	31	development	development	NOUN
fennia-46476	186	32	”	"	PUNCT
fennia-46476	186	33	for	for	ADP
fennia-46476	186	34	the	the	DET
fennia-46476	186	35	years	year	NOUN
fennia-46476	186	36	1995	1995	NUM
fennia-46476	186	37	,	,	PUNCT
fennia-46476	186	38	2001	2001	NUM
fennia-46476	186	39	and	and	CCONJ
fennia-46476	186	40	2007	2007	NUM
fennia-46476	186	41	.	.	PUNCT
fennia-46476	187	1	innovation	innovation	NOUN
fennia-46476	187	2	      	      	SPACE
fennia-46476	187	3	regional	regional	ADJ
fennia-46476	187	4	 	 	SPACE
fennia-46476	187	5	development	development	NOUN
fennia-46476	187	6	          	          	SPACE
fennia-46476	187	7	1995	1995	NUM
fennia-46476	187	8	  	  	SPACE
fennia-46476	187	9	2001	2001	NUM
fennia-46476	187	10	  	  	SPACE
fennia-46476	187	11	2007	2007	NUM
fennia-46476	187	12	     	     	SPACE
fennia-46476	187	13	1995	1995	NUM
fennia-46476	187	14	  	  	SPACE
fennia-46476	187	15	2001	2001	NUM
fennia-46476	187	16	  	  	SPACE
fennia-46476	187	17	2007	2007	NUM
fennia-46476	187	18	  	  	SPACE
fennia-46476	187	19	1	1	NUM
fennia-46476	187	20	  	  	SPACE
fennia-46476	187	21	oulu	oulu	PROPN
fennia-46476	187	22	  	  	SPACE
fennia-46476	187	23	oulu↓	oulu↓	PROPN
fennia-46476	187	24	  	  	SPACE
fennia-46476	187	25	tampere	tampere	NOUN
fennia-46476	187	26	  	  	SPACE
fennia-46476	187	27	1	1	NUM
fennia-46476	187	28	  	  	SPACE
fennia-46476	187	29	helsinki	helsinki	PROPN
fennia-46476	187	30	  	  	SPACE
fennia-46476	187	31	helsinki	helsinki	PROPN
fennia-46476	187	32	  	  	SPACE
fennia-46476	187	33	helsinki	helsinki	PROPN
fennia-46476	187	34	  	  	SPACE
fennia-46476	187	35	2	2	NUM
fennia-46476	187	36	  	  	SPACE
fennia-46476	187	37	salo	salo	NOUN
fennia-46476	187	38	  	  	SPACE
fennia-46476	187	39	salo↓	salo↓	PROPN
fennia-46476	187	40	  	  	SPACE
fennia-46476	187	41	vaasa	vaasa	PROPN
fennia-46476	187	42	  	  	SPACE
fennia-46476	187	43	2	2	NUM
fennia-46476	187	44	  	  	SPACE
fennia-46476	187	45	turku↓	turku↓	PROPN
fennia-46476	187	46	  	  	SPACE
fennia-46476	187	47	tampere	tampere	PROPN
fennia-46476	187	48	  	  	SPACE
fennia-46476	187	49	tampere	tampere	NOUN
fennia-46476	187	50	  	  	SPACE
fennia-46476	187	51	3	3	NUM
fennia-46476	187	52	  	  	SPACE
fennia-46476	187	53	jyväskylä↓	jyväskylä↓	PROPN
fennia-46476	187	54	  	  	SPACE
fennia-46476	187	55	helsinki	helsinki	PROPN
fennia-46476	187	56	  	  	SPACE
fennia-46476	187	57	helsinki	helsinki	PROPN
fennia-46476	187	58	  	  	SPACE
fennia-46476	187	59	3	3	NUM
fennia-46476	187	60	  	  	SPACE
fennia-46476	187	61	oulu	oulu	PROPN
fennia-46476	187	62	  	  	SPACE
fennia-46476	187	63	oulu	oulu	PROPN
fennia-46476	187	64	  	  	SPACE
fennia-46476	187	65	oulu	oulu	PROPN
fennia-46476	187	66	  	  	SPACE
fennia-46476	187	67	4	4	NUM
fennia-46476	187	68	  	  	SPACE
fennia-46476	187	69	helsinki	helsinki	PROPN
fennia-46476	187	70	↗	↗	PROPN
fennia-46476	187	71	  	  	SPACE
fennia-46476	187	72	tampere↑	tampere↑	PROPN
fennia-46476	187	73	  	  	SPACE
fennia-46476	187	74	oulu	oulu	PROPN
fennia-46476	187	75	  	  	SPACE
fennia-46476	187	76	4	4	NUM
fennia-46476	187	77	  	  	SPACE
fennia-46476	187	78	åland	åland	NOUN
fennia-46476	187	79	  	  	SPACE
fennia-46476	187	80	åland	åland	NOUN
fennia-46476	187	81	  	  	SPACE
fennia-46476	187	82	åland	åland	NOUN
fennia-46476	187	83	  	  	SPACE
fennia-46476	187	84	5	5	NUM
fennia-46476	187	85	  	  	SPACE
fennia-46476	187	86	tampere	tampere	PROPN
fennia-46476	187	87	↗	↗	PROPN
fennia-46476	187	88	  	  	SPACE
fennia-46476	187	89	jyväskylä	jyväskylä	NOUN
fennia-46476	187	90	  	  	SPACE
fennia-46476	187	91	jyväskylä	jyväskylä	NOUN
fennia-46476	187	92	  	  	SPACE
fennia-46476	187	93	5	5	NUM
fennia-46476	187	94	  	  	SPACE
fennia-46476	187	95	tampere↑	tampere↑	NOUN
fennia-46476	187	96	  	  	SPACE
fennia-46476	187	97	turku	turku	PROPN
fennia-46476	187	98	↘	↘	PROPN
fennia-46476	187	99	  	  	SPACE
fennia-46476	187	100	vaasa	vaasa	PROPN
fennia-46476	187	101	  	  	SPACE
fennia-46476	187	102	6	6	NUM
fennia-46476	187	103	  	  	SPACE
fennia-46476	187	104	porvoo	porvoo	NOUN
fennia-46476	187	105	  	  	SPACE
fennia-46476	187	106	porvoo	porvoo	PROPN
fennia-46476	187	107	*	*	NOUN
fennia-46476	187	108	  	  	SPACE
fennia-46476	187	109	salo	salo	NOUN
fennia-46476	187	110	  	  	SPACE
fennia-46476	187	111	6	6	NUM
fennia-46476	187	112	  	  	SPACE
fennia-46476	187	113	salo↓	salo↓	NOUN
fennia-46476	187	114	  	  	SPACE
fennia-46476	187	115	porvoo	porvoo	PROPN
fennia-46476	187	116	↘	↘	PROPN
fennia-46476	187	117	  	  	SPACE
fennia-46476	187	118	turku	turku	PROPN
fennia-46476	187	119	  	  	SPACE
fennia-46476	187	120	7	7	NUM
fennia-46476	187	121	  	  	SPACE
fennia-46476	187	122	etelä‐pirkanmaa	etelä‐pirkanmaa	NOUN
fennia-46476	187	123	  	  	SPACE
fennia-46476	187	124	etelä‐pirkanmaa	etelä‐pirkanmaa	NOUN
fennia-46476	187	125	*	*	PUNCT
fennia-46476	187	126	  	  	SPACE
fennia-46476	187	127	†forssa	†forssa	NOUN
fennia-46476	187	128	  	  	SPACE
fennia-46476	187	129	7	7	NUM
fennia-46476	187	130	  	  	SPACE
fennia-46476	187	131	porvoo	porvoo	PROPN
fennia-46476	187	132	↗	↗	PROPN
fennia-46476	187	133	  	  	SPACE
fennia-46476	187	134	jyväskylä↓	jyväskylä↓	PROPN
fennia-46476	187	135	  	  	SPACE
fennia-46476	187	136	porvoo	porvoo	NOUN
fennia-46476	187	137	  	  	SPACE
fennia-46476	187	138	8	8	NUM
fennia-46476	187	139	  	  	SPACE
fennia-46476	187	140	vaasa	vaasa	PROPN
fennia-46476	187	141	  	  	SPACE
fennia-46476	187	142	vaasa↑	vaasa↑	NOUN
fennia-46476	187	143	  	  	SPACE
fennia-46476	187	144	äänekoski	äänekoski	ADJ
fennia-46476	187	145	  	  	SPACE
fennia-46476	187	146	8	8	NUM
fennia-46476	187	147	  	  	SPACE
fennia-46476	187	148	vaasa	vaasa	PROPN
fennia-46476	187	149	  	  	SPACE
fennia-46476	187	150	vaasa↑	vaasa↑	NOUN
fennia-46476	187	151	  	  	SPACE
fennia-46476	187	152	salo	salo	NOUN
fennia-46476	187	153	  	  	SPACE
fennia-46476	187	154	9	9	NUM
fennia-46476	187	155	  	  	SPACE
fennia-46476	187	156	turku	turku	PROPN
fennia-46476	187	157	  	  	SPACE
fennia-46476	187	158	turku	turku	PROPN
fennia-46476	187	159	*	*	NOUN
fennia-46476	187	160	  	  	SPACE
fennia-46476	187	161	†rauma	†rauma	PRON
fennia-46476	187	162	  	  	SPACE
fennia-46476	187	163	9	9	NUM
fennia-46476	187	164	  	  	SPACE
fennia-46476	187	165	jyväskylä↑	jyväskylä↑	NOUN
fennia-46476	187	166	  	  	SPACE
fennia-46476	187	167	salo	salo	PROPN
fennia-46476	187	168	↗	↗	PROPN
fennia-46476	187	169	  	  	SPACE
fennia-46476	187	170	jyväskylä	jyväskylä	NOUN
fennia-46476	187	171	  	  	SPACE
fennia-46476	187	172	10	10	NUM
fennia-46476	187	173	forssa	forssa	ADJ
fennia-46476	187	174	*	*	PUNCT
fennia-46476	187	175	  	  	SPACE
fennia-46476	187	176	†äänekoski↑	†äänekoski↑	PROPN
fennia-46476	187	177	  	  	SPACE
fennia-46476	187	178	†pori	†pori	NOUN
fennia-46476	187	179	  	  	SPACE
fennia-46476	187	180	10	10	NUM
fennia-46476	187	181	  	  	SPACE
fennia-46476	187	182	kuopio	kuopio	NOUN
fennia-46476	187	183	  	  	SPACE
fennia-46476	187	184	kuopio	kuopio	NOUN
fennia-46476	187	185	  	  	SPACE
fennia-46476	187	186	kuopio	kuopio	ADJ
fennia-46476	187	187	  	  	SPACE
fennia-46476	187	188	note	note	NOUN
fennia-46476	187	189	:	:	PUNCT
fennia-46476	187	190	↗	↗	PROPN
fennia-46476	187	191	↘	↘	PROPN
fennia-46476	187	192	change	change	NOUN
fennia-46476	187	193	of	of	ADP
fennia-46476	187	194	one	one	NUM
fennia-46476	187	195	rank	rank	NOUN
fennia-46476	187	196	↑↓	↑↓	X
fennia-46476	187	197	change	change	NOUN
fennia-46476	187	198	of	of	ADP
fennia-46476	187	199	more	more	ADJ
fennia-46476	187	200	than	than	ADP
fennia-46476	187	201	one	one	NUM
fennia-46476	187	202	rank	rank	NOUN
fennia-46476	187	203	blank	blank	ADP
fennia-46476	187	204	no	no	DET
fennia-46476	187	205	change	change	NOUN
fennia-46476	187	206	*	*	PUNCT
fennia-46476	187	207	has	have	AUX
fennia-46476	187	208	fallen	fall	VERB
fennia-46476	187	209	outside	outside	ADP
fennia-46476	187	210	the	the	DET
fennia-46476	187	211	top	top	ADJ
fennia-46476	187	212	ten	ten	NUM
fennia-46476	187	213	†	†	NOUN
fennia-46476	187	214	new	new	ADJ
fennia-46476	187	215	in	in	ADP
fennia-46476	187	216	top	top	ADJ
fennia-46476	187	217	ten	ten	NUM
fennia-46476	187	218	fennia	fennia	NOUN
fennia-46476	187	219	193	193	NUM
fennia-46476	187	220	:	:	SYM
fennia-46476	187	221	1	1	NUM
fennia-46476	187	222	(	(	PUNCT
fennia-46476	187	223	2015	2015	NUM
fennia-46476	187	224	)	)	PUNCT
fennia-46476	187	225	143geographical	143geographical	PROPN
fennia-46476	187	226	and	and	CCONJ
fennia-46476	187	227	temporal	temporal	ADJ
fennia-46476	187	228	variation	variation	NOUN
fennia-46476	187	229	of	of	ADP
fennia-46476	187	230	regional	regional	ADJ
fennia-46476	187	231	development	development	NOUN
fennia-46476	187	232	...	...	PUNCT
fennia-46476	187	233	fig	fig	NOUN
fennia-46476	187	234	.	.	PUNCT
fennia-46476	188	1	4	4	X
fennia-46476	188	2	.	.	X
fennia-46476	188	3	sum	sum	NOUN
fennia-46476	188	4	ranking	ranking	NOUN
fennia-46476	188	5	scores	score	NOUN
fennia-46476	188	6	of	of	ADP
fennia-46476	188	7	r&d	r&d	NOUN
fennia-46476	188	8	spending	spending	NOUN
fennia-46476	188	9	and	and	CCONJ
fennia-46476	188	10	granted	grant	VERB
fennia-46476	188	11	patents	patent	NOUN
fennia-46476	188	12	in	in	ADP
fennia-46476	188	13	a	a	PRON
fennia-46476	188	14	)	)	PUNCT
fennia-46476	188	15	1995	1995	NUM
fennia-46476	188	16	and	and	CCONJ
fennia-46476	188	17	c	c	NOUN
fennia-46476	188	18	)	)	PUNCT
fennia-46476	188	19	2007	2007	NUM
fennia-46476	188	20	(	(	PUNCT
fennia-46476	188	21	highest	high	ADJ
fennia-46476	188	22	≤	≤	NUM
fennia-46476	188	23	35	35	NUM
fennia-46476	188	24	;	;	PUNCT
fennia-46476	188	25	above	above	ADP
fennia-46476	188	26	average	average	ADJ
fennia-46476	188	27	=	=	SYM
fennia-46476	188	28	36–75	36–75	NUM
fennia-46476	188	29	;	;	PUNCT
fennia-46476	188	30	below	below	ADP
fennia-46476	188	31	average	average	ADJ
fennia-46476	188	32	=	=	SYM
fennia-46476	188	33	76–105	76–105	PROPN
fennia-46476	188	34	;	;	PUNCT
fennia-46476	188	35	lowest	low	ADJ
fennia-46476	188	36	>	>	X
fennia-46476	188	37	105	105	NUM
fennia-46476	188	38	)	)	PUNCT
fennia-46476	188	39	and	and	CCONJ
fennia-46476	188	40	principal	principal	ADJ
fennia-46476	188	41	component	component	NOUN
fennia-46476	188	42	score	score	NOUN
fennia-46476	188	43	rankings	ranking	NOUN
fennia-46476	188	44	for	for	ADP
fennia-46476	188	45	lau-1	lau-1	PUNCT
fennia-46476	188	46	“	"	PUNCT
fennia-46476	188	47	regional	regional	ADJ
fennia-46476	188	48	development	development	NOUN
fennia-46476	188	49	”	"	PUNCT
fennia-46476	188	50	in	in	ADP
fennia-46476	188	51	b	b	NOUN
fennia-46476	188	52	)	)	PUNCT
fennia-46476	188	53	1995	1995	NUM
fennia-46476	188	54	and	and	CCONJ
fennia-46476	188	55	d	d	NOUN
fennia-46476	188	56	)	)	PUNCT
fennia-46476	188	57	2007	2007	NUM
fennia-46476	188	58	(	(	PUNCT
fennia-46476	188	59	highest	high	ADJ
fennia-46476	188	60	>	>	X
fennia-46476	188	61	0.75	0.75	NUM
fennia-46476	188	62	;	;	PUNCT
fennia-46476	188	63	above	above	ADP
fennia-46476	188	64	average	average	ADJ
fennia-46476	188	65	=	=	PUNCT
fennia-46476	188	66	0.00–0.75	0.00–0.75	NUM
fennia-46476	188	67	;	;	PUNCT
fennia-46476	188	68	below	below	ADP
fennia-46476	188	69	average	average	ADJ
fennia-46476	188	70	=	=	X
fennia-46476	188	71	-0.75–0.00	-0.75–0.00	ADJ
fennia-46476	188	72	;	;	PUNCT
fennia-46476	188	73	lowest	low	ADJ
fennia-46476	188	74	<	<	X
fennia-46476	188	75	-0.75	-0.75	NUM
fennia-46476	188	76	)	)	PUNCT
fennia-46476	188	77	.	.	PUNCT
fennia-46476	189	1	for	for	ADP
fennia-46476	189	2	explanation	explanation	NOUN
fennia-46476	189	3	of	of	ADP
fennia-46476	189	4	the	the	DET
fennia-46476	189	5	numbers	number	NOUN
fennia-46476	189	6	,	,	PUNCT
fennia-46476	189	7	see	see	VERB
fennia-46476	189	8	table	table	NOUN
fennia-46476	189	9	4	4	NUM
fennia-46476	189	10	.	.	X
fennia-46476	189	11	144	144	NUM
fennia-46476	189	12	fennia	fennia	NOUN
fennia-46476	189	13	193	193	NUM
fennia-46476	189	14	:	:	SYM
fennia-46476	189	15	1	1	NUM
fennia-46476	189	16	(	(	PUNCT
fennia-46476	189	17	2015)teemu	2015)teemu	NUM
fennia-46476	189	18	makkonen	makkonen	NOUN
fennia-46476	189	19	and	and	CCONJ
fennia-46476	189	20	tommi	tommi	PROPN
fennia-46476	189	21	inkinen	inkinen	PROPN
fennia-46476	189	22	tive	tive	PROPN
fennia-46476	189	23	,	,	PUNCT
fennia-46476	189	24	in	in	ADP
fennia-46476	189	25	terms	term	NOUN
fennia-46476	189	26	of	of	ADP
fennia-46476	189	27	patents	patent	NOUN
fennia-46476	189	28	and	and	CCONJ
fennia-46476	189	29	r&d	r&d	NOUN
fennia-46476	189	30	spending	spending	NOUN
fennia-46476	189	31	,	,	PUNCT
fennia-46476	189	32	(	(	PUNCT
fennia-46476	189	33	and	and	CCONJ
fennia-46476	189	34	developed	developed	ADJ
fennia-46476	189	35	)	)	PUNCT
fennia-46476	189	36	regions	region	NOUN
fennia-46476	189	37	are	be	AUX
fennia-46476	189	38	consistently	consistently	ADV
fennia-46476	189	39	university	university	NOUN
fennia-46476	189	40	regions	region	NOUN
fennia-46476	189	41	(	(	PUNCT
fennia-46476	189	42	one	one	NUM
fennia-46476	189	43	visible	visible	ADJ
fennia-46476	189	44	exception	exception	NOUN
fennia-46476	189	45	is	be	AUX
fennia-46476	189	46	the	the	DET
fennia-46476	189	47	region	region	NOUN
fennia-46476	189	48	of	of	ADP
fennia-46476	189	49	salo	salo	PROPN
fennia-46476	189	50	)	)	PUNCT
fennia-46476	189	51	.	.	PUNCT
fennia-46476	190	1	the	the	DET
fennia-46476	190	2	relatively	relatively	ADV
fennia-46476	190	3	high	high	ADJ
fennia-46476	190	4	position	position	NOUN
fennia-46476	190	5	of	of	ADP
fennia-46476	190	6	the	the	DET
fennia-46476	190	7	salo	salo	NOUN
fennia-46476	190	8	region	region	NOUN
fennia-46476	190	9	in	in	ADP
fennia-46476	190	10	the	the	DET
fennia-46476	190	11	r&d	r&d	NOUN
fennia-46476	190	12	and	and	CCONJ
fennia-46476	190	13	patents	patent	NOUN
fennia-46476	190	14	ranking	rank	VERB
fennia-46476	190	15	was	be	AUX
fennia-46476	190	16	due	due	ADJ
fennia-46476	190	17	to	to	ADP
fennia-46476	190	18	nokia	nokia	NOUN
fennia-46476	190	19	’s	’s	PART
fennia-46476	190	20	strong	strong	ADJ
fennia-46476	190	21	influence	influence	NOUN
fennia-46476	190	22	in	in	ADP
fennia-46476	190	23	the	the	DET
fennia-46476	190	24	region	region	NOUN
fennia-46476	190	25	:	:	PUNCT
fennia-46476	190	26	nokia	nokia	PROPN
fennia-46476	190	27	’s	’s	PART
fennia-46476	190	28	r&d	r&d	NOUN
fennia-46476	190	29	conducted	conduct	VERB
fennia-46476	190	30	in	in	ADP
fennia-46476	190	31	finland	finland	PROPN
fennia-46476	190	32	still	still	ADV
fennia-46476	190	33	accounted	account	VERB
fennia-46476	190	34	for	for	ADP
fennia-46476	190	35	almost	almost	ADV
fennia-46476	190	36	half	half	NOUN
fennia-46476	190	37	of	of	ADP
fennia-46476	190	38	the	the	DET
fennia-46476	190	39	total	total	ADJ
fennia-46476	190	40	business	business	NOUN
fennia-46476	190	41	sector	sector	NOUN
fennia-46476	190	42	r&d	r&d	NOUN
fennia-46476	190	43	in	in	ADP
fennia-46476	190	44	finland	finland	PROPN
fennia-46476	190	45	ten	ten	NUM
fennia-46476	190	46	-	-	PUNCT
fennia-46476	190	47	tofive	tofive	NOUN
fennia-46476	190	48	years	year	NOUN
fennia-46476	190	49	ago	ago	ADV
fennia-46476	190	50	(	(	PUNCT
fennia-46476	190	51	ali	ali	PROPN
fennia-46476	190	52	-	-	PROPN
fennia-46476	190	53	yrkkö	yrkkö	PROPN
fennia-46476	190	54	&	&	CCONJ
fennia-46476	190	55	hermans	hermans	PROPN
fennia-46476	190	56	2004	2004	NUM
fennia-46476	190	57	)	)	PUNCT
fennia-46476	190	58	.	.	PUNCT
fennia-46476	191	1	as	as	ADP
fennia-46476	191	2	for	for	ADP
fennia-46476	191	3	the	the	DET
fennia-46476	191	4	changes	change	NOUN
fennia-46476	191	5	in	in	ADP
fennia-46476	191	6	time	time	NOUN
fennia-46476	191	7	it	it	PRON
fennia-46476	191	8	can	can	AUX
fennia-46476	191	9	be	be	AUX
fennia-46476	191	10	said	say	VERB
fennia-46476	191	11	that	that	SCONJ
fennia-46476	191	12	the	the	DET
fennia-46476	191	13	extremes	extreme	NOUN
fennia-46476	191	14	in	in	ADP
fennia-46476	191	15	innovative	innovative	ADJ
fennia-46476	191	16	regions	region	NOUN
fennia-46476	191	17	have	have	AUX
fennia-46476	191	18	narrowed	narrow	VERB
fennia-46476	191	19	between	between	ADP
fennia-46476	191	20	the	the	DET
fennia-46476	191	21	years	year	NOUN
fennia-46476	191	22	1995–2007	1995–2007	NUM
fennia-46476	191	23	:	:	PUNCT
fennia-46476	191	24	the	the	DET
fennia-46476	191	25	explicit	explicit	ADJ
fennia-46476	191	26	dualism	dualism	NOUN
fennia-46476	191	27	between	between	ADP
fennia-46476	191	28	the	the	DET
fennia-46476	191	29	urban	urban	ADJ
fennia-46476	191	30	and	and	CCONJ
fennia-46476	191	31	peripheral	peripheral	ADJ
fennia-46476	191	32	regions	region	NOUN
fennia-46476	191	33	has	have	AUX
fennia-46476	191	34	decreased	decrease	VERB
fennia-46476	191	35	(	(	PUNCT
fennia-46476	191	36	fig	fig	NOUN
fennia-46476	191	37	.	.	NOUN
fennia-46476	192	1	4	4	NUM
fennia-46476	192	2	and	and	CCONJ
fennia-46476	192	3	table	table	NOUN
fennia-46476	192	4	4	4	NUM
fennia-46476	192	5	)	)	PUNCT
fennia-46476	192	6	.	.	PUNCT
fennia-46476	193	1	still	still	ADV
fennia-46476	193	2	,	,	PUNCT
fennia-46476	193	3	oulu	oulu	PROPN
fennia-46476	193	4	,	,	PUNCT
fennia-46476	193	5	jyväskylä	jyväskylä	NOUN
fennia-46476	193	6	,	,	PUNCT
fennia-46476	193	7	tampere	tampere	PROPN
fennia-46476	193	8	,	,	PUNCT
fennia-46476	193	9	helsinki	helsinki	PROPN
fennia-46476	193	10	,	,	PUNCT
fennia-46476	193	11	and	and	CCONJ
fennia-46476	193	12	vaasa	vaasa	PROPN
fennia-46476	193	13	are	be	AUX
fennia-46476	193	14	and	and	CCONJ
fennia-46476	193	15	have	have	AUX
fennia-46476	193	16	been	be	AUX
fennia-46476	193	17	the	the	DET
fennia-46476	193	18	most	most	ADV
fennia-46476	193	19	innovative	innovative	ADJ
fennia-46476	193	20	region	region	NOUN
fennia-46476	193	21	,	,	PUNCT
fennia-46476	193	22	in	in	ADP
fennia-46476	193	23	terms	term	NOUN
fennia-46476	193	24	of	of	ADP
fennia-46476	193	25	r&d	r&d	NOUN
fennia-46476	193	26	spending	spending	NOUN
fennia-46476	193	27	,	,	PUNCT
fennia-46476	193	28	and	and	CCONJ
fennia-46476	193	29	among	among	ADP
fennia-46476	193	30	the	the	DET
fennia-46476	193	31	top	top	ADJ
fennia-46476	193	32	regions	region	NOUN
fennia-46476	193	33	measured	measure	VERB
fennia-46476	193	34	in	in	ADP
fennia-46476	193	35	patents	patent	NOUN
fennia-46476	193	36	,	,	PUNCT
fennia-46476	193	37	in	in	ADP
fennia-46476	193	38	finland	finland	PROPN
fennia-46476	193	39	during	during	ADP
fennia-46476	193	40	the	the	DET
fennia-46476	193	41	time	time	NOUN
fennia-46476	193	42	period	period	NOUN
fennia-46476	193	43	analysed	analyse	VERB
fennia-46476	193	44	.	.	PUNCT
fennia-46476	194	1	however	however	ADV
fennia-46476	194	2	,	,	PUNCT
fennia-46476	194	3	there	there	PRON
fennia-46476	194	4	are	be	VERB
fennia-46476	194	5	also	also	ADV
fennia-46476	194	6	highly	highly	ADV
fennia-46476	194	7	innovative	innovative	ADJ
fennia-46476	194	8	regions	region	NOUN
fennia-46476	194	9	that	that	PRON
fennia-46476	194	10	have	have	AUX
fennia-46476	194	11	developed	develop	VERB
fennia-46476	194	12	themselves	themselves	PRON
fennia-46476	194	13	with	with	ADP
fennia-46476	194	14	the	the	DET
fennia-46476	194	15	significant	significant	ADJ
fennia-46476	194	16	branches	branch	NOUN
fennia-46476	194	17	of	of	ADP
fennia-46476	194	18	traditional	traditional	ADJ
fennia-46476	194	19	forest	forest	NOUN
fennia-46476	194	20	and	and	CCONJ
fennia-46476	194	21	marine	marine	ADJ
fennia-46476	194	22	industry	industry	NOUN
fennia-46476	194	23	.	.	PUNCT
fennia-46476	195	1	these	these	DET
fennia-46476	195	2	regions	region	NOUN
fennia-46476	195	3	include	include	VERB
fennia-46476	195	4	äänekoski	äänekoski	ADJ
fennia-46476	195	5	(	(	PUNCT
fennia-46476	195	6	a	a	DET
fennia-46476	195	7	strong	strong	ADJ
fennia-46476	195	8	forest	forest	NOUN
fennia-46476	195	9	industry	industry	NOUN
fennia-46476	195	10	region	region	NOUN
fennia-46476	195	11	)	)	PUNCT
fennia-46476	195	12	,	,	PUNCT
fennia-46476	195	13	rauma	rauma	NOUN
fennia-46476	195	14	and	and	CCONJ
fennia-46476	195	15	pori	pori	PROPN
fennia-46476	195	16	(	(	PUNCT
fennia-46476	195	17	both	both	CCONJ
fennia-46476	195	18	important	important	ADJ
fennia-46476	195	19	marine	marine	ADJ
fennia-46476	195	20	industry	industry	NOUN
fennia-46476	195	21	regions	region	NOUN
fennia-46476	195	22	)	)	PUNCT
fennia-46476	195	23	.	.	PUNCT
fennia-46476	196	1	they	they	PRON
fennia-46476	196	2	are	be	AUX
fennia-46476	196	3	now	now	ADV
fennia-46476	196	4	among	among	ADP
fennia-46476	196	5	the	the	DET
fennia-46476	196	6	most	most	ADV
fennia-46476	196	7	innovative	innovative	ADJ
fennia-46476	196	8	regions	region	NOUN
fennia-46476	196	9	in	in	ADP
fennia-46476	196	10	finland	finland	PROPN
fennia-46476	196	11	,	,	PUNCT
fennia-46476	196	12	whereas	whereas	SCONJ
fennia-46476	196	13	at	at	ADP
fennia-46476	196	14	the	the	DET
fennia-46476	196	15	beginning	beginning	NOUN
fennia-46476	196	16	of	of	ADP
fennia-46476	196	17	the	the	DET
fennia-46476	196	18	observation	observation	NOUN
fennia-46476	196	19	period	period	NOUN
fennia-46476	196	20	the	the	DET
fennia-46476	196	21	most	most	ADV
fennia-46476	196	22	innovative	innovative	ADJ
fennia-46476	196	23	regions	region	NOUN
fennia-46476	196	24	were	be	AUX
fennia-46476	196	25	more	more	ADV
fennia-46476	196	26	predominantly	predominantly	ADV
fennia-46476	196	27	core	core	ADJ
fennia-46476	196	28	urban	urban	ADJ
fennia-46476	196	29	regions	region	NOUN
fennia-46476	196	30	(	(	PUNCT
fennia-46476	196	31	cf	cf	NOUN
fennia-46476	196	32	.	.	PUNCT
fennia-46476	196	33	table	table	NOUN
fennia-46476	196	34	5	5	NUM
fennia-46476	196	35	)	)	PUNCT
fennia-46476	196	36	.	.	PUNCT
fennia-46476	197	1	the	the	DET
fennia-46476	197	2	changes	change	NOUN
fennia-46476	197	3	in	in	ADP
fennia-46476	197	4	the	the	DET
fennia-46476	197	5	order	order	NOUN
fennia-46476	197	6	of	of	ADP
fennia-46476	197	7	the	the	DET
fennia-46476	197	8	most	most	ADV
fennia-46476	197	9	developed	develop	VERB
fennia-46476	197	10	regions	region	NOUN
fennia-46476	197	11	have	have	AUX
fennia-46476	197	12	been	be	AUX
fennia-46476	197	13	subtler	subtle	ADJ
fennia-46476	197	14	and	and	CCONJ
fennia-46476	197	15	there	there	PRON
fennia-46476	197	16	have	have	AUX
fennia-46476	197	17	been	be	AUX
fennia-46476	197	18	shifts	shift	NOUN
fennia-46476	197	19	back	back	ADV
fennia-46476	197	20	and	and	CCONJ
fennia-46476	197	21	forth	forth	ADV
fennia-46476	197	22	,	,	PUNCT
fennia-46476	197	23	but	but	CCONJ
fennia-46476	197	24	helsinki	helsinki	PROPN
fennia-46476	197	25	maintained	maintain	VERB
fennia-46476	197	26	its	its	PRON
fennia-46476	197	27	position	position	NOUN
fennia-46476	197	28	as	as	ADP
fennia-46476	197	29	the	the	DET
fennia-46476	197	30	most	most	ADV
fennia-46476	197	31	developed	developed	ADJ
fennia-46476	197	32	region	region	NOUN
fennia-46476	197	33	between	between	ADP
fennia-46476	197	34	the	the	DET
fennia-46476	197	35	years	year	NOUN
fennia-46476	197	36	1995–2007	1995–2007	NUM
fennia-46476	197	37	.	.	PUNCT
fennia-46476	198	1	in	in	ADP
fennia-46476	198	2	sum	sum	NOUN
fennia-46476	198	3	,	,	PUNCT
fennia-46476	198	4	the	the	DET
fennia-46476	198	5	core	core	NOUN
fennia-46476	198	6	urban	urban	ADJ
fennia-46476	198	7	regions	region	NOUN
fennia-46476	198	8	are	be	AUX
fennia-46476	198	9	still	still	ADV
fennia-46476	198	10	the	the	DET
fennia-46476	198	11	drivers	driver	NOUN
fennia-46476	198	12	of	of	ADP
fennia-46476	198	13	the	the	DET
fennia-46476	198	14	national	national	ADJ
fennia-46476	198	15	economy	economy	NOUN
fennia-46476	198	16	.	.	PUNCT
fennia-46476	199	1	interestingly	interestingly	ADV
fennia-46476	199	2	,	,	PUNCT
fennia-46476	199	3	the	the	DET
fennia-46476	199	4	regions	region	NOUN
fennia-46476	199	5	in	in	ADP
fennia-46476	199	6	figure	figure	NOUN
fennia-46476	199	7	4	4	NUM
fennia-46476	199	8	and	and	CCONJ
fennia-46476	199	9	table	table	NOUN
fennia-46476	199	10	4	4	NUM
fennia-46476	199	11	are	be	AUX
fennia-46476	199	12	rather	rather	ADV
fennia-46476	199	13	dispersed	disperse	VERB
fennia-46476	199	14	table	table	NOUN
fennia-46476	199	15	5	5	NUM
fennia-46476	199	16	.	.	NOUN
fennia-46476	199	17	size	size	NOUN
fennia-46476	199	18	classes	class	NOUN
fennia-46476	199	19	of	of	ADP
fennia-46476	199	20	finnish	finnish	ADJ
fennia-46476	199	21	regions	region	NOUN
fennia-46476	199	22	(	(	PUNCT
fennia-46476	199	23	average	average	ADJ
fennia-46476	199	24	population	population	NOUN
fennia-46476	199	25	1995–2007	1995–2007	NUM
fennia-46476	199	26	)	)	PUNCT
fennia-46476	199	27	.	.	PUNCT
fennia-46476	200	1	throughout	throughout	ADP
fennia-46476	200	2	finland	finland	PROPN
fennia-46476	200	3	.	.	PUNCT
fennia-46476	201	1	thus	thus	ADV
fennia-46476	201	2	,	,	PUNCT
fennia-46476	201	3	multi	multi	ADJ
fennia-46476	201	4	-	-	NOUN
fennia-46476	201	5	centrality	centrality	NOUN
fennia-46476	201	6	is	be	AUX
fennia-46476	201	7	also	also	ADV
fennia-46476	201	8	visible	visible	ADJ
fennia-46476	201	9	and	and	CCONJ
fennia-46476	201	10	provincial	provincial	ADJ
fennia-46476	201	11	centres	centre	NOUN
fennia-46476	201	12	tend	tend	VERB
fennia-46476	201	13	to	to	PART
fennia-46476	201	14	have	have	VERB
fennia-46476	201	15	high	high	ADJ
fennia-46476	201	16	innovation	innovation	NOUN
fennia-46476	201	17	capacities	capacity	NOUN
fennia-46476	201	18	.	.	PUNCT
fennia-46476	202	1	however	however	ADV
fennia-46476	202	2	,	,	PUNCT
fennia-46476	202	3	the	the	DET
fennia-46476	202	4	northern	northern	ADJ
fennia-46476	202	5	and	and	CCONJ
fennia-46476	202	6	eastern	eastern	ADJ
fennia-46476	202	7	parts	part	NOUN
fennia-46476	202	8	are	be	AUX
fennia-46476	202	9	still	still	ADV
fennia-46476	202	10	underrepresented	underrepresented	ADJ
fennia-46476	202	11	in	in	ADP
fennia-46476	202	12	terms	term	NOUN
fennia-46476	202	13	of	of	ADP
fennia-46476	202	14	regional	regional	ADJ
fennia-46476	202	15	development	development	NOUN
fennia-46476	202	16	and	and	CCONJ
fennia-46476	202	17	innovation	innovation	NOUN
fennia-46476	202	18	.	.	PUNCT
fennia-46476	203	1	the	the	DET
fennia-46476	203	2	comparisons	comparison	NOUN
fennia-46476	203	3	show	show	VERB
fennia-46476	203	4	that	that	SCONJ
fennia-46476	203	5	,	,	PUNCT
fennia-46476	203	6	innovation	innovation	NOUN
fennia-46476	203	7	and	and	CCONJ
fennia-46476	203	8	regional	regional	ADJ
fennia-46476	203	9	development	development	NOUN
fennia-46476	203	10	are	be	AUX
fennia-46476	203	11	positively	positively	ADV
fennia-46476	203	12	associated	associate	VERB
fennia-46476	203	13	.	.	PUNCT
fennia-46476	204	1	this	this	PRON
fennia-46476	204	2	was	be	AUX
fennia-46476	204	3	evident	evident	ADJ
fennia-46476	204	4	from	from	ADP
fennia-46476	204	5	the	the	DET
fennia-46476	204	6	results	result	NOUN
fennia-46476	204	7	of	of	ADP
fennia-46476	204	8	the	the	DET
fennia-46476	204	9	pca	pca	PROPN
fennia-46476	204	10	,	,	PUNCT
fennia-46476	204	11	which	which	PRON
fennia-46476	204	12	show	show	VERB
fennia-46476	204	13	that	that	SCONJ
fennia-46476	204	14	the	the	DET
fennia-46476	204	15	innovation	innovation	NOUN
fennia-46476	204	16	variables	variable	NOUN
fennia-46476	204	17	were	be	AUX
fennia-46476	204	18	loaded	load	VERB
fennia-46476	204	19	on	on	ADP
fennia-46476	204	20	the	the	DET
fennia-46476	204	21	first	first	ADJ
fennia-46476	204	22	principal	principal	ADJ
fennia-46476	204	23	component	component	NOUN
fennia-46476	204	24	depicting	depict	VERB
fennia-46476	204	25	regional	regional	ADJ
fennia-46476	204	26	development	development	NOUN
fennia-46476	204	27	.	.	PUNCT
fennia-46476	205	1	discussion	discussion	NOUN
fennia-46476	205	2	and	and	CCONJ
fennia-46476	205	3	implications	implication	NOUN
fennia-46476	205	4	the	the	DET
fennia-46476	205	5	case	case	NOUN
fennia-46476	205	6	study	study	NOUN
fennia-46476	205	7	location	location	NOUN
fennia-46476	205	8	,	,	PUNCT
fennia-46476	205	9	finland	finland	PROPN
fennia-46476	205	10	,	,	PUNCT
fennia-46476	205	11	has	have	AUX
fennia-46476	205	12	been	be	AUX
fennia-46476	205	13	considered	consider	VERB
fennia-46476	205	14	as	as	ADP
fennia-46476	205	15	one	one	NUM
fennia-46476	205	16	of	of	ADP
fennia-46476	205	17	the	the	DET
fennia-46476	205	18	countries	country	NOUN
fennia-46476	205	19	that	that	PRON
fennia-46476	205	20	have	have	AUX
fennia-46476	205	21	been	be	AUX
fennia-46476	205	22	the	the	DET
fennia-46476	205	23	most	most	ADV
fennia-46476	205	24	successful	successful	ADJ
fennia-46476	205	25	at	at	ADP
fennia-46476	205	26	creating	create	VERB
fennia-46476	205	27	and	and	CCONJ
fennia-46476	205	28	promoting	promote	VERB
fennia-46476	205	29	innovation	innovation	NOUN
fennia-46476	205	30	through	through	ADP
fennia-46476	205	31	a	a	DET
fennia-46476	205	32	national	national	ADJ
fennia-46476	205	33	innovation	innovation	NOUN
fennia-46476	205	34	system	system	NOUN
fennia-46476	205	35	together	together	ADV
fennia-46476	205	36	with	with	ADP
fennia-46476	205	37	regional	regional	ADJ
fennia-46476	205	38	cluster	cluster	NOUN
fennia-46476	205	39	policies	policy	NOUN
fennia-46476	205	40	.	.	PUNCT
fennia-46476	206	1	finnish	finnish	ADJ
fennia-46476	206	2	regional	regional	ADJ
fennia-46476	206	3	policy	policy	NOUN
fennia-46476	206	4	has	have	VERB
fennia-46476	206	5	a	a	DET
fennia-46476	206	6	long	long	ADJ
fennia-46476	206	7	tradition	tradition	NOUN
fennia-46476	206	8	of	of	ADP
fennia-46476	206	9	balancing	balance	VERB
fennia-46476	206	10	goals	goal	NOUN
fennia-46476	206	11	in	in	ADP
fennia-46476	206	12	regional	regional	ADJ
fennia-46476	206	13	development	development	NOUN
fennia-46476	206	14	.	.	PUNCT
fennia-46476	207	1	in	in	ADP
fennia-46476	207	2	theory	theory	NOUN
fennia-46476	207	3	,	,	PUNCT
fennia-46476	207	4	all	all	DET
fennia-46476	207	5	municipalities	municipality	NOUN
fennia-46476	207	6	should	should	AUX
fennia-46476	207	7	provide	provide	VERB
fennia-46476	207	8	the	the	DET
fennia-46476	207	9	same	same	ADJ
fennia-46476	207	10	conditions	condition	NOUN
fennia-46476	207	11	for	for	ADP
fennia-46476	207	12	the	the	DET
fennia-46476	207	13	quality	quality	NOUN
fennia-46476	207	14	of	of	ADP
fennia-46476	207	15	life	life	NOUN
fennia-46476	207	16	throughout	throughout	ADP
fennia-46476	207	17	the	the	DET
fennia-46476	207	18	country	country	NOUN
fennia-46476	207	19	.	.	PUNCT
fennia-46476	208	1	however	however	ADV
fennia-46476	208	2	,	,	PUNCT
fennia-46476	208	3	in	in	ADP
fennia-46476	208	4	geographical	geographical	ADJ
fennia-46476	208	5	terms	term	NOUN
fennia-46476	208	6	,	,	PUNCT
fennia-46476	208	7	the	the	DET
fennia-46476	208	8	results	result	NOUN
fennia-46476	208	9	show	show	VERB
fennia-46476	208	10	that	that	SCONJ
fennia-46476	208	11	the	the	DET
fennia-46476	208	12	developmental	developmental	ADJ
fennia-46476	208	13	level	level	NOUN
fennia-46476	208	14	in	in	ADP
fennia-46476	208	15	finland	finland	PROPN
fennia-46476	208	16	follows	follow	VERB
fennia-46476	208	17	a	a	DET
fennia-46476	208	18	north	north	NOUN
fennia-46476	208	19	-	-	PUNCT
fennia-46476	208	20	south	south	NOUN
fennia-46476	208	21	trend	trend	NOUN
fennia-46476	208	22	,	,	PUNCT
fennia-46476	208	23	with	with	ADP
fennia-46476	208	24	the	the	DET
fennia-46476	208	25	exception	exception	NOUN
fennia-46476	208	26	of	of	ADP
fennia-46476	208	27	provincial	provincial	ADJ
fennia-46476	208	28	centres	centre	NOUN
fennia-46476	208	29	,	,	PUNCT
fennia-46476	208	30	following	follow	VERB
fennia-46476	208	31	the	the	DET
fennia-46476	208	32	existence	existence	NOUN
fennia-46476	208	33	of	of	ADP
fennia-46476	208	34	the	the	DET
fennia-46476	208	35	main	main	ADJ
fennia-46476	208	36	explanative	explanative	ADJ
fennia-46476	208	37	variables	variable	NOUN
fennia-46476	208	38	:	:	PUNCT
fennia-46476	208	39	the	the	DET
fennia-46476	208	40	southern	southern	ADJ
fennia-46476	208	41	parts	part	NOUN
fennia-46476	208	42	are	be	AUX
fennia-46476	208	43	the	the	DET
fennia-46476	208	44	most	most	ADV
fennia-46476	208	45	developed	develop	VERB
fennia-46476	208	46	,	,	PUNCT
fennia-46476	208	47	but	but	CCONJ
fennia-46476	208	48	provincial	provincial	ADJ
fennia-46476	208	49	centres	centre	NOUN
fennia-46476	208	50	in	in	ADP
fennia-46476	208	51	other	other	ADJ
fennia-46476	208	52	parts	part	NOUN
fennia-46476	208	53	of	of	ADP
fennia-46476	208	54	finland	finland	PROPN
fennia-46476	208	55	also	also	ADV
fennia-46476	208	56	emerge	emerge	VERB
fennia-46476	208	57	as	as	ADP
fennia-46476	208	58	developed	develop	VERB
fennia-46476	208	59	locations	location	NOUN
fennia-46476	208	60	.	.	PUNCT
fennia-46476	209	1	moreover	moreover	ADV
fennia-46476	209	2	,	,	PUNCT
fennia-46476	209	3	some	some	DET
fennia-46476	209	4	traditional	traditional	ADJ
fennia-46476	209	5	industry	industry	NOUN
fennia-46476	209	6	regions	region	NOUN
fennia-46476	209	7	have	have	AUX
fennia-46476	209	8	gained	gain	VERB
fennia-46476	209	9	a	a	DET
fennia-46476	209	10	position	position	NOUN
fennia-46476	209	11	among	among	ADP
fennia-46476	209	12	the	the	DET
fennia-46476	209	13	most	most	ADV
fennia-46476	209	14	innovative	innovative	ADJ
fennia-46476	209	15	regions	region	NOUN
fennia-46476	209	16	in	in	ADP
fennia-46476	209	17	finland	finland	PROPN
fennia-46476	209	18	.	.	PUNCT
fennia-46476	210	1	as	as	SCONJ
fennia-46476	210	2	stated	state	VERB
fennia-46476	210	3	,	,	PUNCT
fennia-46476	210	4	the	the	DET
fennia-46476	210	5	most	most	ADV
fennia-46476	210	6	developed	develop	VERB
fennia-46476	210	7	regions	region	NOUN
fennia-46476	210	8	in	in	ADP
fennia-46476	210	9	finland	finland	PROPN
fennia-46476	210	10	are	be	AUX
fennia-46476	210	11	also	also	ADV
fennia-46476	210	12	among	among	ADP
fennia-46476	210	13	the	the	DET
fennia-46476	210	14	most	most	ADV
fennia-46476	210	15	innovative	innovative	ADJ
fennia-46476	210	16	regions	region	NOUN
fennia-46476	210	17	.	.	PUNCT
fennia-46476	211	1	although	although	SCONJ
fennia-46476	211	2	other	other	ADJ
fennia-46476	211	3	significant	significant	ADJ
fennia-46476	211	4	socioeconomic	socioeconomic	ADJ
fennia-46476	211	5	variables	variable	NOUN
fennia-46476	211	6	have	have	VERB
fennia-46476	211	7	to	to	PART
fennia-46476	211	8	be	be	AUX
fennia-46476	211	9	taken	take	VERB
fennia-46476	211	10	into	into	ADP
fennia-46476	211	11	account	account	NOUN
fennia-46476	211	12	,	,	PUNCT
fennia-46476	211	13	one	one	PRON
fennia-46476	211	14	can	can	AUX
fennia-46476	211	15	see	see	VERB
fennia-46476	211	16	a	a	DET
fennia-46476	211	17	two	two	NUM
fennia-46476	211	18	-	-	PUNCT
fennia-46476	211	19	way	way	NOUN
fennia-46476	211	20	implication	implication	NOUN
fennia-46476	211	21	:	:	PUNCT
fennia-46476	211	22	innovations	innovation	NOUN
fennia-46476	211	23	boost	boost	VERB
fennia-46476	211	24	regional	regional	ADJ
fennia-46476	211	25	development	development	NOUN
fennia-46476	211	26	and	and	CCONJ
fennia-46476	211	27	developed	developed	ADJ
fennia-46476	211	28	regions	region	NOUN
fennia-46476	211	29	are	be	AUX
fennia-46476	211	30	more	more	ADV
fennia-46476	211	31	prone	prone	ADJ
fennia-46476	211	32	to	to	ADP
fennia-46476	211	33	innovation	innovation	NOUN
fennia-46476	211	34	.	.	PUNCT
fennia-46476	212	1	thus	thus	ADV
fennia-46476	212	2	,	,	PUNCT
fennia-46476	212	3	steps	step	NOUN
fennia-46476	212	4	to	to	PART
fennia-46476	212	5	promote	promote	VERB
fennia-46476	212	6	innovation	innovation	NOUN
fennia-46476	212	7	can	can	AUX
fennia-46476	212	8	also	also	ADV
fennia-46476	212	9	be	be	AUX
fennia-46476	212	10	seen	see	VERB
fennia-46476	212	11	as	as	ADP
fennia-46476	212	12	steps	step	NOUN
fennia-46476	212	13	to	to	PART
fennia-46476	212	14	improve	improve	VERB
fennia-46476	212	15	the	the	DET
fennia-46476	212	16	developmental	developmental	ADJ
fennia-46476	212	17	stage	stage	NOUN
fennia-46476	212	18	of	of	ADP
fennia-46476	212	19	a	a	DET
fennia-46476	212	20	region	region	NOUN
fennia-46476	212	21	.	.	PUNCT
fennia-46476	213	1	the	the	DET
fennia-46476	213	2	broader	broad	ADJ
fennia-46476	213	3	implications	implication	NOUN
fennia-46476	213	4	derived	derive	VERB
fennia-46476	213	5	from	from	ADP
fennia-46476	213	6	the	the	DET
fennia-46476	213	7	results	result	NOUN
fennia-46476	213	8	have	have	VERB
fennia-46476	213	9	interesting	interesting	ADJ
fennia-46476	213	10	insights	insight	NOUN
fennia-46476	213	11	for	for	ADP
fennia-46476	213	12	other	other	ADJ
fennia-46476	213	13	countries	country	NOUN
fennia-46476	213	14	,	,	PUNCT
fennia-46476	213	15	besides	besides	SCONJ
fennia-46476	213	16	finland	finland	PROPN
fennia-46476	213	17	,	,	PUNCT
fennia-46476	213	18	to	to	PART
fennia-46476	213	19	follow	follow	VERB
fennia-46476	213	20	regionally	regionally	ADV
fennia-46476	213	21	inclusive	inclusive	ADJ
fennia-46476	213	22	growth	growth	NOUN
fennia-46476	213	23	paths	path	NOUN
fennia-46476	213	24	.	.	PUNCT
fennia-46476	214	1	first	first	ADV
fennia-46476	214	2	,	,	PUNCT
fennia-46476	214	3	the	the	DET
fennia-46476	214	4	heavy	heavy	ADJ
fennia-46476	214	5	investments	investment	NOUN
fennia-46476	214	6	on	on	ADP
fennia-46476	214	7	education	education	NOUN
fennia-46476	214	8	in	in	ADP
fennia-46476	214	9	finland	finland	PROPN
fennia-46476	214	10	appear	appear	VERB
fennia-46476	214	11	to	to	PART
fennia-46476	214	12	have	have	AUX
fennia-46476	214	13	paid	pay	VERB
fennia-46476	214	14	off	off	ADP
fennia-46476	214	15	in	in	ADP
fennia-46476	214	16	(	(	PUNCT
fennia-46476	214	17	regional	regional	ADJ
fennia-46476	214	18	)	)	PUNCT
fennia-46476	214	19	economic	economic	ADJ
fennia-46476	214	20	terms	term	NOUN
fennia-46476	214	21	.	.	PUNCT
fennia-46476	215	1	second	second	ADJ
fennia-46476	215	2	,	,	PUNCT
fennia-46476	215	3	indicatively	indicatively	ADV
fennia-46476	215	4	the	the	DET
fennia-46476	215	5	success	success	NOUN
fennia-46476	215	6	of	of	ADP
fennia-46476	215	7	a	a	DET
fennia-46476	215	8	variety	variety	NOUN
fennia-46476	215	9	of	of	ADP
fennia-46476	215	10	regions	region	NOUN
fennia-46476	215	11	in	in	ADP
fennia-46476	215	12	terms	term	NOUN
fennia-46476	215	13	of	of	ADP
fennia-46476	215	14	regional	regional	ADJ
fennia-46476	215	15	development	development	NOUN
fennia-46476	215	16	and	and	CCONJ
fennia-46476	215	17	innovation	innovation	NOUN
fennia-46476	215	18	points	point	NOUN
fennia-46476	215	19	towards	towards	ADP
fennia-46476	215	20	a	a	DET
fennia-46476	215	21	conclusion	conclusion	NOUN
fennia-46476	215	22	that	that	SCONJ
fennia-46476	215	23	the	the	DET
fennia-46476	215	24	finnish	finnish	ADJ
fennia-46476	215	25	way	way	NOUN
fennia-46476	215	26	of	of	ADP
fennia-46476	215	27	implementing	implement	VERB
fennia-46476	215	28	cluster	cluster	NOUN
fennia-46476	215	29	based	base	VERB
fennia-46476	215	30	regional	regional	ADJ
fennia-46476	215	31	development	development	NOUN
fennia-46476	215	32	and	and	CCONJ
fennia-46476	215	33	innovation	innovation	NOUN
fennia-46476	215	34	policies	policy	NOUN
fennia-46476	215	35	seems	seem	VERB
fennia-46476	215	36	to	to	PART
fennia-46476	215	37	have	have	AUX
fennia-46476	215	38	worked	work	VERB
fennia-46476	215	39	relatively	relatively	ADV
fennia-46476	215	40	well	well	ADV
fennia-46476	215	41	as	as	ADP
fennia-46476	215	42	pointed	point	VERB
fennia-46476	215	43	out	out	ADP
fennia-46476	215	44	by	by	ADP
fennia-46476	215	45	valovirta	valovirta	PROPN
fennia-46476	215	46	et	et	PROPN
fennia-46476	215	47	al	al	PROPN
fennia-46476	215	48	.	.	PUNCT
fennia-46476	216	1	(	(	PUNCT
fennia-46476	216	2	2009	2009	NUM
fennia-46476	216	3	)	)	PUNCT
fennia-46476	216	4	.	.	PUNCT
fennia-46476	217	1	however	however	ADV
fennia-46476	217	2	,	,	PUNCT
fennia-46476	217	3	over	over	ADP
fennia-46476	217	4	 	 	SPACE
fennia-46476	217	5	200	200	NUM
fennia-46476	217	6	 	 	SPACE
fennia-46476	217	7	000	000	NUM
fennia-46476	217	8	 	 	SPACE
fennia-46476	217	9	inhabitants	inhabitant	NOUN
fennia-46476	217	10	 	 	SPACE
fennia-46476	217	11	(	(	PUNCT
fennia-46476	217	12	n	n	CCONJ
fennia-46476	217	13	 	 	SPACE
fennia-46476	217	14	=	=	NOUN
fennia-46476	217	15	 	 	SPACE
fennia-46476	217	16	3	3	NUM
fennia-46476	217	17	)	)	PUNCT
fennia-46476	217	18	,	,	PUNCT
fennia-46476	217	19	 	 	SPACE
fennia-46476	217	20	including	include	VERB
fennia-46476	217	21	:	:	PUNCT
fennia-46476	217	22	helsinki	helsinki	PROPN
fennia-46476	217	23	;	;	PUNCT
fennia-46476	217	24	 	 	SPACE
fennia-46476	217	25	tampere	tampere	NOUN
fennia-46476	217	26	;	;	PUNCT
fennia-46476	217	27	 	 	SPACE
fennia-46476	217	28	turku	turku	PROPN
fennia-46476	217	29	100	100	NUM
fennia-46476	217	30	 	 	SPACE
fennia-46476	217	31	000	000	NUM
fennia-46476	217	32	 	 	SPACE
fennia-46476	217	33	‐	‐	NOUN
fennia-46476	217	34	 	 	SPACE
fennia-46476	217	35	200	200	NUM
fennia-46476	217	36	 	 	SPACE
fennia-46476	217	37	000	000	NUM
fennia-46476	217	38	 	 	SPACE
fennia-46476	217	39	inhabitants	inhabitant	NOUN
fennia-46476	217	40	 	 	SPACE
fennia-46476	217	41	(	(	PUNCT
fennia-46476	217	42	n	n	CCONJ
fennia-46476	217	43	 	 	SPACE
fennia-46476	217	44	=	=	NOUN
fennia-46476	217	45	 	 	SPACE
fennia-46476	217	46	7	7	NUM
fennia-46476	217	47	)	)	PUNCT
fennia-46476	217	48	,	,	PUNCT
fennia-46476	217	49	 	 	SPACE
fennia-46476	217	50	including	include	VERB
fennia-46476	217	51	:	:	PUNCT
fennia-46476	217	52	oulu	oulu	PROPN
fennia-46476	217	53	;	;	PUNCT
fennia-46476	217	54	 	 	SPACE
fennia-46476	217	55	jyväskylä	jyväskylä	NOUN
fennia-46476	217	56	;	;	PUNCT
fennia-46476	217	57	 	 	SPACE
fennia-46476	217	58	pori	pori	NOUN
fennia-46476	217	59	;	;	PUNCT
fennia-46476	217	60	 	 	SPACE
fennia-46476	217	61	kuopio	kuopio	NOUN
fennia-46476	217	62	50	50	NUM
fennia-46476	217	63	 	 	SPACE
fennia-46476	217	64	000	000	NUM
fennia-46476	217	65	 	 	SPACE
fennia-46476	217	66	‐	‐	NOUN
fennia-46476	217	67	 	 	SPACE
fennia-46476	217	68	99	99	NUM
fennia-46476	217	69	 	 	SPACE
fennia-46476	217	70	500	500	NUM
fennia-46476	217	71	 	 	SPACE
fennia-46476	217	72	inhabitants	inhabitant	NOUN
fennia-46476	217	73	 	 	SPACE
fennia-46476	217	74	(	(	PUNCT
fennia-46476	217	75	n	n	CCONJ
fennia-46476	217	76	 	 	SPACE
fennia-46476	217	77	=	=	NOUN
fennia-46476	217	78	 	 	SPACE
fennia-46476	217	79	14	14	NUM
fennia-46476	217	80	)	)	PUNCT
fennia-46476	217	81	,	,	PUNCT
fennia-46476	217	82	 	 	SPACE
fennia-46476	217	83	including	include	VERB
fennia-46476	217	84	:	:	PUNCT
fennia-46476	217	85	vaasa	vaasa	PROPN
fennia-46476	217	86	;	;	PUNCT
fennia-46476	217	87	 	 	SPACE
fennia-46476	217	88	porvoo	porvoo	NOUN
fennia-46476	217	89	;	;	PUNCT
fennia-46476	217	90	 	 	SPACE
fennia-46476	217	91	rauma	rauma	NOUN
fennia-46476	217	92	;	;	PUNCT
fennia-46476	217	93	 	 	SPACE
fennia-46476	217	94	salo	salo	NOUN
fennia-46476	217	95	25	25	NUM
fennia-46476	217	96	 	 	SPACE
fennia-46476	217	97	000	000	NUM
fennia-46476	217	98	 	 	SPACE
fennia-46476	217	99	‐	‐	NOUN
fennia-46476	217	100	 	 	SPACE
fennia-46476	217	101	49	49	NUM
fennia-46476	217	102	 	 	SPACE
fennia-46476	217	103	500	500	NUM
fennia-46476	217	104	 	 	SPACE
fennia-46476	217	105	inhabitants	inhabitant	NOUN
fennia-46476	217	106	 	 	SPACE
fennia-46476	217	107	(	(	PUNCT
fennia-46476	217	108	n	n	CCONJ
fennia-46476	217	109	 	 	SPACE
fennia-46476	217	110	=	=	NOUN
fennia-46476	217	111	 	 	SPACE
fennia-46476	217	112	23	23	NUM
fennia-46476	217	113	)	)	PUNCT
fennia-46476	217	114	,	,	PUNCT
fennia-46476	217	115	 	 	SPACE
fennia-46476	217	116	including	include	VERB
fennia-46476	217	117	:	:	PUNCT
fennia-46476	217	118	etelä‐pirkanmaa	etelä‐pirkanmaa	NOUN
fennia-46476	217	119	;	;	PUNCT
fennia-46476	217	120	 	 	SPACE
fennia-46476	217	121	forssa	forssa	NOUN
fennia-46476	217	122	;	;	PUNCT
fennia-46476	217	123	 	 	SPACE
fennia-46476	217	124	åland	åland	NOUN
fennia-46476	217	125	below	below	ADP
fennia-46476	217	126	 	 	SPACE
fennia-46476	217	127	25	25	NUM
fennia-46476	217	128	 	 	SPACE
fennia-46476	217	129	000	000	NUM
fennia-46476	217	130	 	 	SPACE
fennia-46476	217	131	inhabitants	inhabitant	NOUN
fennia-46476	217	132	 	 	SPACE
fennia-46476	217	133	(	(	PUNCT
fennia-46476	217	134	n	n	CCONJ
fennia-46476	217	135	 	 	SPACE
fennia-46476	217	136	=	=	NOUN
fennia-46476	217	137	 	 	SPACE
fennia-46476	217	138	22	22	NUM
fennia-46476	217	139	)	)	PUNCT
fennia-46476	217	140	,	,	PUNCT
fennia-46476	217	141	 	 	SPACE
fennia-46476	217	142	including	include	VERB
fennia-46476	217	143	:	:	PUNCT
fennia-46476	217	144	äänekoski	äänekoski	ADJ
fennia-46476	217	145	fennia	fennia	NOUN
fennia-46476	217	146	193	193	NUM
fennia-46476	217	147	:	:	SYM
fennia-46476	217	148	1	1	NUM
fennia-46476	217	149	(	(	PUNCT
fennia-46476	217	150	2015	2015	NUM
fennia-46476	217	151	)	)	PUNCT
fennia-46476	217	152	145geographical	145geographical	ADJ
fennia-46476	217	153	and	and	CCONJ
fennia-46476	217	154	temporal	temporal	ADJ
fennia-46476	217	155	variation	variation	NOUN
fennia-46476	217	156	of	of	ADP
fennia-46476	217	157	regional	regional	ADJ
fennia-46476	217	158	development	development	NOUN
fennia-46476	217	159	...	...	PUNCT
fennia-46476	217	160	third	third	ADV
fennia-46476	217	161	,	,	PUNCT
fennia-46476	217	162	relying	rely	VERB
fennia-46476	217	163	solely	solely	ADV
fennia-46476	217	164	on	on	ADP
fennia-46476	217	165	techno	techno	NOUN
fennia-46476	217	166	-	-	PUNCT
fennia-46476	217	167	scientific	scientific	ADJ
fennia-46476	217	168	inputs	input	NOUN
fennia-46476	217	169	(	(	PUNCT
fennia-46476	217	170	r&d	r&d	NOUN
fennia-46476	217	171	)	)	PUNCT
fennia-46476	217	172	in	in	ADP
fennia-46476	217	173	regional	regional	ADJ
fennia-46476	217	174	development	development	NOUN
fennia-46476	217	175	does	do	AUX
fennia-46476	217	176	not	not	PART
fennia-46476	217	177	guarantee	guarantee	VERB
fennia-46476	217	178	economic	economic	ADJ
fennia-46476	217	179	growth	growth	NOUN
fennia-46476	217	180	.	.	PUNCT
fennia-46476	218	1	fourth	fourth	ADJ
fennia-46476	218	2	,	,	PUNCT
fennia-46476	218	3	the	the	DET
fennia-46476	218	4	development	development	NOUN
fennia-46476	218	5	policies	policy	NOUN
fennia-46476	218	6	aimed	aim	VERB
fennia-46476	218	7	at	at	ADP
fennia-46476	218	8	alleviating	alleviate	VERB
fennia-46476	218	9	the	the	DET
fennia-46476	218	10	differences	difference	NOUN
fennia-46476	218	11	between	between	ADP
fennia-46476	218	12	the	the	DET
fennia-46476	218	13	most	most	ADJ
fennia-46476	218	14	and	and	CCONJ
fennia-46476	218	15	the	the	DET
fennia-46476	218	16	least	least	ADJ
fennia-46476	218	17	developed	develop	VERB
fennia-46476	218	18	regions	region	NOUN
fennia-46476	218	19	in	in	ADP
fennia-46476	218	20	finland	finland	PROPN
fennia-46476	218	21	(	(	PUNCT
fennia-46476	218	22	jauhiainen	jauhiainen	PROPN
fennia-46476	218	23	2008	2008	NUM
fennia-46476	218	24	)	)	PUNCT
fennia-46476	218	25	seem	seem	VERB
fennia-46476	218	26	to	to	PART
fennia-46476	218	27	have	have	AUX
fennia-46476	218	28	,	,	PUNCT
fennia-46476	218	29	in	in	ADP
fennia-46476	218	30	their	their	PRON
fennia-46476	218	31	part	part	NOUN
fennia-46476	218	32	,	,	PUNCT
fennia-46476	218	33	secured	secure	VERB
fennia-46476	218	34	a	a	DET
fennia-46476	218	35	multi	multi	ADJ
fennia-46476	218	36	-	-	ADJ
fennia-46476	218	37	centred	centred	ADJ
fennia-46476	218	38	landscape	landscape	NOUN
fennia-46476	218	39	of	of	ADP
fennia-46476	218	40	economic	economic	ADJ
fennia-46476	218	41	activities	activity	NOUN
fennia-46476	218	42	.	.	PUNCT
fennia-46476	219	1	thus	thus	ADV
fennia-46476	219	2	,	,	PUNCT
fennia-46476	219	3	in	in	ADP
fennia-46476	219	4	short	short	ADJ
fennia-46476	219	5	,	,	PUNCT
fennia-46476	219	6	these	these	DET
fennia-46476	219	7	successful	successful	ADJ
fennia-46476	219	8	finnish	finnish	ADJ
fennia-46476	219	9	examples	example	NOUN
fennia-46476	219	10	offer	offer	VERB
fennia-46476	219	11	guiding	guide	VERB
fennia-46476	219	12	lines	line	NOUN
fennia-46476	219	13	to	to	ADP
fennia-46476	219	14	other	other	ADJ
fennia-46476	219	15	countries	country	NOUN
fennia-46476	219	16	aiming	aim	VERB
fennia-46476	219	17	at	at	ADP
fennia-46476	219	18	implementing	implement	VERB
fennia-46476	219	19	regionally	regionally	ADV
fennia-46476	219	20	-	-	PUNCT
fennia-46476	219	21	balanced	balance	VERB
fennia-46476	219	22	development	development	NOUN
fennia-46476	219	23	policies	policy	NOUN
fennia-46476	219	24	.	.	PUNCT
fennia-46476	220	1	conclusions	conclusion	NOUN
fennia-46476	220	2	and	and	CCONJ
fennia-46476	220	3	remarks	remark	NOUN
fennia-46476	220	4	for	for	ADP
fennia-46476	220	5	future	future	ADJ
fennia-46476	220	6	research	research	NOUN
fennia-46476	220	7	this	this	DET
fennia-46476	220	8	paper	paper	NOUN
fennia-46476	220	9	explained	explain	VERB
fennia-46476	220	10	the	the	DET
fennia-46476	220	11	temporal	temporal	ADJ
fennia-46476	220	12	variations	variation	NOUN
fennia-46476	220	13	of	of	ADP
fennia-46476	220	14	regional	regional	ADJ
fennia-46476	220	15	development	development	NOUN
fennia-46476	220	16	in	in	ADP
fennia-46476	220	17	the	the	DET
fennia-46476	220	18	light	light	NOUN
fennia-46476	220	19	of	of	ADP
fennia-46476	220	20	innovation	innovation	NOUN
fennia-46476	220	21	production	production	NOUN
fennia-46476	220	22	.	.	PUNCT
fennia-46476	221	1	the	the	DET
fennia-46476	221	2	variables	variable	NOUN
fennia-46476	221	3	used	use	VERB
fennia-46476	221	4	are	be	AUX
fennia-46476	221	5	interrelated	interrelated	ADJ
fennia-46476	221	6	and	and	CCONJ
fennia-46476	221	7	jointly	jointly	ADV
fennia-46476	221	8	contribute	contribute	VERB
fennia-46476	221	9	to	to	ADP
fennia-46476	221	10	regional	regional	ADJ
fennia-46476	221	11	development	development	NOUN
fennia-46476	221	12	,	,	PUNCT
fennia-46476	221	13	but	but	CCONJ
fennia-46476	221	14	the	the	DET
fennia-46476	221	15	analysis	analysis	NOUN
fennia-46476	221	16	illustrates	illustrate	VERB
fennia-46476	221	17	that	that	SCONJ
fennia-46476	221	18	workforce	workforce	NOUN
fennia-46476	221	19	and	and	CCONJ
fennia-46476	221	20	higher	high	ADJ
fennia-46476	221	21	education	education	NOUN
fennia-46476	221	22	has	have	AUX
fennia-46476	221	23	replaced	replace	VERB
fennia-46476	221	24	income	income	NOUN
fennia-46476	221	25	levels	level	NOUN
fennia-46476	221	26	as	as	ADP
fennia-46476	221	27	the	the	DET
fennia-46476	221	28	“	"	PUNCT
fennia-46476	221	29	leading	lead	VERB
fennia-46476	221	30	and	and	CCONJ
fennia-46476	221	31	distinct	distinct	ADJ
fennia-46476	221	32	”	"	PUNCT
fennia-46476	221	33	variables	variable	NOUN
fennia-46476	221	34	of	of	ADP
fennia-46476	221	35	regional	regional	ADJ
fennia-46476	221	36	development	development	NOUN
fennia-46476	221	37	,	,	PUNCT
fennia-46476	221	38	even	even	ADV
fennia-46476	221	39	though	though	SCONJ
fennia-46476	221	40	temporal	temporal	ADJ
fennia-46476	221	41	changes	change	NOUN
fennia-46476	221	42	may	may	AUX
fennia-46476	221	43	be	be	AUX
fennia-46476	221	44	considered	consider	VERB
fennia-46476	221	45	modest	modest	ADJ
fennia-46476	221	46	.	.	PUNCT
fennia-46476	222	1	thus	thus	ADV
fennia-46476	222	2	,	,	PUNCT
fennia-46476	222	3	to	to	PART
fennia-46476	222	4	answer	answer	VERB
fennia-46476	222	5	the	the	DET
fennia-46476	222	6	first	first	ADJ
fennia-46476	222	7	research	research	NOUN
fennia-46476	222	8	question	question	NOUN
fennia-46476	222	9	,	,	PUNCT
fennia-46476	222	10	workforce	workforce	NOUN
fennia-46476	222	11	and	and	CCONJ
fennia-46476	222	12	higher	high	ADJ
fennia-46476	222	13	education	education	NOUN
fennia-46476	222	14	are	be	AUX
fennia-46476	222	15	the	the	DET
fennia-46476	222	16	‘	'	PUNCT
fennia-46476	222	17	leading	leading	ADJ
fennia-46476	222	18	’	'	PUNCT
fennia-46476	222	19	variables	variable	NOUN
fennia-46476	222	20	for	for	ADP
fennia-46476	222	21	explaining	explain	VERB
fennia-46476	222	22	regional	regional	ADJ
fennia-46476	222	23	development	development	NOUN
fennia-46476	222	24	,	,	PUNCT
fennia-46476	222	25	whereas	whereas	SCONJ
fennia-46476	222	26	innovation	innovation	NOUN
fennia-46476	222	27	activity	activity	NOUN
fennia-46476	222	28	is	be	AUX
fennia-46476	222	29	only	only	ADV
fennia-46476	222	30	of	of	ADP
fennia-46476	222	31	mediocre	mediocre	ADJ
fennia-46476	222	32	importance	importance	NOUN
fennia-46476	222	33	in	in	ADP
fennia-46476	222	34	explaining	explain	VERB
fennia-46476	222	35	regional	regional	ADJ
fennia-46476	222	36	development	development	NOUN
fennia-46476	222	37	and	and	CCONJ
fennia-46476	222	38	economic	economic	ADJ
fennia-46476	222	39	success	success	NOUN
fennia-46476	222	40	.	.	PUNCT
fennia-46476	223	1	this	this	PRON
fennia-46476	223	2	is	be	AUX
fennia-46476	223	3	partly	partly	ADV
fennia-46476	223	4	to	to	PART
fennia-46476	223	5	do	do	VERB
fennia-46476	223	6	with	with	ADP
fennia-46476	223	7	the	the	DET
fennia-46476	223	8	time	time	NOUN
fennia-46476	223	9	lag	lag	NOUN
fennia-46476	223	10	between	between	ADP
fennia-46476	223	11	innovation	innovation	NOUN
fennia-46476	223	12	variables	variable	NOUN
fennia-46476	223	13	and	and	CCONJ
fennia-46476	223	14	their	their	PRON
fennia-46476	223	15	economic	economic	ADJ
fennia-46476	223	16	realization	realization	NOUN
fennia-46476	223	17	,	,	PUNCT
fennia-46476	223	18	but	but	CCONJ
fennia-46476	223	19	it	it	PRON
fennia-46476	223	20	also	also	ADV
fennia-46476	223	21	shows	show	VERB
fennia-46476	223	22	that	that	SCONJ
fennia-46476	223	23	,	,	PUNCT
fennia-46476	223	24	even	even	ADV
fennia-46476	223	25	though	though	SCONJ
fennia-46476	223	26	innovative	innovative	ADJ
fennia-46476	223	27	activity	activity	NOUN
fennia-46476	223	28	might	might	AUX
fennia-46476	223	29	be	be	AUX
fennia-46476	223	30	important	important	ADJ
fennia-46476	223	31	for	for	ADP
fennia-46476	223	32	regional	regional	ADJ
fennia-46476	223	33	development	development	NOUN
fennia-46476	223	34	,	,	PUNCT
fennia-46476	223	35	other	other	ADJ
fennia-46476	223	36	actions	action	NOUN
fennia-46476	223	37	including	include	VERB
fennia-46476	223	38	the	the	DET
fennia-46476	223	39	support	support	NOUN
fennia-46476	223	40	of	of	ADP
fennia-46476	223	41	education	education	NOUN
fennia-46476	223	42	and	and	CCONJ
fennia-46476	223	43	attracting	attract	VERB
fennia-46476	223	44	a	a	DET
fennia-46476	223	45	(	(	PUNCT
fennia-46476	223	46	skilled	skilled	ADJ
fennia-46476	223	47	)	)	PUNCT
fennia-46476	223	48	workforce	workforce	NOUN
fennia-46476	223	49	should	should	AUX
fennia-46476	223	50	not	not	PART
fennia-46476	223	51	be	be	AUX
fennia-46476	223	52	ignored	ignore	VERB
fennia-46476	223	53	vis	vis	X
fennia-46476	223	54	-	-	PUNCT
fennia-46476	223	55	à	à	X
fennia-46476	223	56	-	-	PUNCT
fennia-46476	223	57	vis	vis	X
fennia-46476	223	58	regional	regional	ADJ
fennia-46476	223	59	development	development	NOUN
fennia-46476	223	60	policies	policy	NOUN
fennia-46476	223	61	.	.	PUNCT
fennia-46476	224	1	to	to	PART
fennia-46476	224	2	answer	answer	VERB
fennia-46476	224	3	the	the	DET
fennia-46476	224	4	second	second	ADJ
fennia-46476	224	5	research	research	NOUN
fennia-46476	224	6	question	question	NOUN
fennia-46476	224	7	,	,	PUNCT
fennia-46476	224	8	the	the	DET
fennia-46476	224	9	empirical	empirical	ADJ
fennia-46476	224	10	results	result	NOUN
fennia-46476	224	11	show	show	VERB
fennia-46476	224	12	that	that	SCONJ
fennia-46476	224	13	the	the	DET
fennia-46476	224	14	levels	level	NOUN
fennia-46476	224	15	of	of	ADP
fennia-46476	224	16	regional	regional	ADJ
fennia-46476	224	17	development	development	NOUN
fennia-46476	224	18	and	and	CCONJ
fennia-46476	224	19	innovative	innovative	ADJ
fennia-46476	224	20	activity	activity	NOUN
fennia-46476	224	21	are	be	AUX
fennia-46476	224	22	higher	high	ADJ
fennia-46476	224	23	in	in	ADP
fennia-46476	224	24	the	the	DET
fennia-46476	224	25	core	core	NOUN
fennia-46476	224	26	urban	urban	ADJ
fennia-46476	224	27	regions	region	NOUN
fennia-46476	224	28	than	than	ADP
fennia-46476	224	29	in	in	ADP
fennia-46476	224	30	the	the	DET
fennia-46476	224	31	periphery	periphery	NOUN
fennia-46476	224	32	,	,	PUNCT
fennia-46476	224	33	i.e.	i.e.	X
fennia-46476	224	34	innovation	innovation	NOUN
fennia-46476	224	35	and	and	CCONJ
fennia-46476	224	36	regional	regional	ADJ
fennia-46476	224	37	development	development	NOUN
fennia-46476	224	38	appear	appear	VERB
fennia-46476	224	39	to	to	PART
fennia-46476	224	40	cluster	cluster	VERB
fennia-46476	224	41	geographically	geographically	ADV
fennia-46476	224	42	.	.	PUNCT
fennia-46476	225	1	statistics	statistic	NOUN
fennia-46476	225	2	support	support	VERB
fennia-46476	225	3	the	the	DET
fennia-46476	225	4	statements	statement	NOUN
fennia-46476	225	5	that	that	SCONJ
fennia-46476	225	6	peripheral	peripheral	ADJ
fennia-46476	225	7	regions	region	NOUN
fennia-46476	225	8	are	be	AUX
fennia-46476	225	9	at	at	ADP
fennia-46476	225	10	a	a	DET
fennia-46476	225	11	disadvantage	disadvantage	NOUN
fennia-46476	225	12	on	on	ADP
fennia-46476	225	13	the	the	DET
fennia-46476	225	14	levels	level	NOUN
fennia-46476	225	15	of	of	ADP
fennia-46476	225	16	r&d	r&d	NOUN
fennia-46476	225	17	and	and	CCONJ
fennia-46476	225	18	innovation	innovation	NOUN
fennia-46476	225	19	production	production	NOUN
fennia-46476	225	20	.	.	PUNCT
fennia-46476	226	1	however	however	ADV
fennia-46476	226	2	,	,	PUNCT
fennia-46476	226	3	this	this	DET
fennia-46476	226	4	tendency	tendency	NOUN
fennia-46476	226	5	of	of	ADP
fennia-46476	226	6	clustering	clustering	NOUN
fennia-46476	226	7	of	of	ADP
fennia-46476	226	8	innovative	innovative	ADJ
fennia-46476	226	9	activities	activity	NOUN
fennia-46476	226	10	towards	towards	ADP
fennia-46476	226	11	the	the	DET
fennia-46476	226	12	core	core	NOUN
fennia-46476	226	13	urban	urban	ADJ
fennia-46476	226	14	regions	region	NOUN
fennia-46476	226	15	has	have	AUX
fennia-46476	226	16	levelled	level	VERB
fennia-46476	226	17	off	off	ADP
fennia-46476	226	18	to	to	ADP
fennia-46476	226	19	some	some	DET
fennia-46476	226	20	extent	extent	NOUN
fennia-46476	226	21	.	.	PUNCT
fennia-46476	227	1	in	in	ADP
fennia-46476	227	2	conclusion	conclusion	NOUN
fennia-46476	227	3	the	the	DET
fennia-46476	227	4	data	datum	NOUN
fennia-46476	227	5	were	be	AUX
fennia-46476	227	6	collected	collect	VERB
fennia-46476	227	7	in	in	ADP
fennia-46476	227	8	finland	finland	PROPN
fennia-46476	227	9	and	and	CCONJ
fennia-46476	227	10	thus	thus	ADV
fennia-46476	227	11	the	the	DET
fennia-46476	227	12	results	result	NOUN
fennia-46476	227	13	are	be	AUX
fennia-46476	227	14	pertained	pertain	VERB
fennia-46476	227	15	to	to	ADP
fennia-46476	227	16	the	the	DET
fennia-46476	227	17	situation	situation	NOUN
fennia-46476	227	18	in	in	ADP
fennia-46476	227	19	finland	finland	PROPN
fennia-46476	227	20	.	.	PUNCT
fennia-46476	228	1	in	in	ADP
fennia-46476	228	2	other	other	ADJ
fennia-46476	228	3	countries	country	NOUN
fennia-46476	228	4	the	the	DET
fennia-46476	228	5	contexts	context	NOUN
fennia-46476	228	6	are	be	AUX
fennia-46476	228	7	different	different	ADJ
fennia-46476	228	8	and	and	CCONJ
fennia-46476	228	9	the	the	DET
fennia-46476	228	10	implemented	implement	VERB
fennia-46476	228	11	policies	policy	NOUN
fennia-46476	228	12	and	and	CCONJ
fennia-46476	228	13	public	public	ADJ
fennia-46476	228	14	sector	sector	NOUN
fennia-46476	228	15	functions	function	NOUN
fennia-46476	228	16	concerning	concern	VERB
fennia-46476	228	17	regional	regional	ADJ
fennia-46476	228	18	development	development	NOUN
fennia-46476	228	19	may	may	AUX
fennia-46476	228	20	also	also	ADV
fennia-46476	228	21	vary	vary	VERB
fennia-46476	228	22	.	.	PUNCT
fennia-46476	229	1	however	however	ADV
fennia-46476	229	2	,	,	PUNCT
fennia-46476	229	3	the	the	DET
fennia-46476	229	4	results	result	NOUN
fennia-46476	229	5	provide	provide	VERB
fennia-46476	229	6	a	a	DET
fennia-46476	229	7	coherent	coherent	ADJ
fennia-46476	229	8	comparative	comparative	ADJ
fennia-46476	229	9	starting	starting	NOUN
fennia-46476	229	10	point	point	NOUN
fennia-46476	229	11	,	,	PUNCT
fennia-46476	229	12	at	at	ADP
fennia-46476	229	13	least	least	ADJ
fennia-46476	229	14	for	for	ADP
fennia-46476	229	15	other	other	ADJ
fennia-46476	229	16	countries	country	NOUN
fennia-46476	229	17	with	with	ADP
fennia-46476	229	18	similar	similar	ADJ
fennia-46476	229	19	gdp	gdp	NOUN
fennia-46476	229	20	and	and	CCONJ
fennia-46476	229	21	r&d	r&d	NOUN
fennia-46476	229	22	levels	level	NOUN
fennia-46476	229	23	.	.	PUNCT
fennia-46476	230	1	furthermore	furthermore	ADV
fennia-46476	230	2	,	,	PUNCT
fennia-46476	230	3	the	the	DET
fennia-46476	230	4	lau-1	lau-1	PUNCT
fennia-46476	230	5	classification	classification	NOUN
fennia-46476	230	6	is	be	AUX
fennia-46476	230	7	an	an	DET
fennia-46476	230	8	official	official	ADJ
fennia-46476	230	9	statistical	statistical	ADJ
fennia-46476	230	10	unit	unit	NOUN
fennia-46476	230	11	currently	currently	ADV
fennia-46476	230	12	used	use	VERB
fennia-46476	230	13	in	in	ADP
fennia-46476	230	14	the	the	DET
fennia-46476	230	15	european	european	ADJ
fennia-46476	230	16	context	context	NOUN
fennia-46476	230	17	.	.	PUNCT
fennia-46476	231	1	lau-1	lau-1	X
fennia-46476	231	2	classification	classification	NOUN
fennia-46476	231	3	provided	provide	VERB
fennia-46476	231	4	a	a	DET
fennia-46476	231	5	more	more	ADV
fennia-46476	231	6	robust	robust	ADJ
fennia-46476	231	7	way	way	NOUN
fennia-46476	231	8	to	to	PART
fennia-46476	231	9	understand	understand	VERB
fennia-46476	231	10	regional	regional	ADJ
fennia-46476	231	11	variations	variation	NOUN
fennia-46476	231	12	compared	compare	VERB
fennia-46476	231	13	to	to	ADP
fennia-46476	231	14	nuts-3	nuts-3	NUM
fennia-46476	231	15	classification	classification	NOUN
fennia-46476	231	16	that	that	SCONJ
fennia-46476	231	17	we	we	PRON
fennia-46476	231	18	consider	consider	VERB
fennia-46476	231	19	too	too	ADV
fennia-46476	231	20	broad	broad	ADJ
fennia-46476	231	21	and	and	CCONJ
fennia-46476	231	22	general	general	ADJ
fennia-46476	231	23	for	for	ADP
fennia-46476	231	24	innovation	innovation	NOUN
fennia-46476	231	25	analysis	analysis	NOUN
fennia-46476	231	26	.	.	PUNCT
fennia-46476	232	1	accordingly	accordingly	ADV
fennia-46476	232	2	,	,	PUNCT
fennia-46476	232	3	applying	apply	VERB
fennia-46476	232	4	innovation	innovation	NOUN
fennia-46476	232	5	output	output	NOUN
fennia-46476	232	6	data	datum	NOUN
fennia-46476	232	7	as	as	ADP
fennia-46476	232	8	in	in	ADP
fennia-46476	232	9	makkonen	makkonen	PROPN
fennia-46476	232	10	and	and	CCONJ
fennia-46476	232	11	van	van	PROPN
fennia-46476	232	12	der	der	NOUN
fennia-46476	232	13	have	have	AUX
fennia-46476	232	14	(	(	PUNCT
fennia-46476	232	15	2013	2013	NUM
fennia-46476	232	16	)	)	PUNCT
fennia-46476	232	17	as	as	ADV
fennia-46476	232	18	well	well	ADV
fennia-46476	232	19	as	as	ADP
fennia-46476	232	20	other	other	ADJ
fennia-46476	232	21	(	(	PUNCT
fennia-46476	232	22	less	less	ADV
fennia-46476	232	23	common	common	ADJ
fennia-46476	232	24	)	)	PUNCT
fennia-46476	232	25	indicators	indicator	NOUN
fennia-46476	232	26	of	of	ADP
fennia-46476	232	27	regional	regional	ADJ
fennia-46476	232	28	development	development	NOUN
fennia-46476	232	29	might	might	AUX
fennia-46476	232	30	raise	raise	VERB
fennia-46476	232	31	interesting	interesting	ADJ
fennia-46476	232	32	further	further	ADJ
fennia-46476	232	33	insights	insight	NOUN
fennia-46476	232	34	into	into	ADP
fennia-46476	232	35	the	the	DET
fennia-46476	232	36	relationship	relationship	NOUN
fennia-46476	232	37	between	between	ADP
fennia-46476	232	38	innovation	innovation	NOUN
fennia-46476	232	39	and	and	CCONJ
fennia-46476	232	40	regional	regional	ADJ
fennia-46476	232	41	development	development	NOUN
fennia-46476	232	42	.	.	PUNCT
fennia-46476	233	1	finally	finally	ADV
fennia-46476	233	2	,	,	PUNCT
fennia-46476	233	3	more	more	ADV
fennia-46476	233	4	qualitative	qualitative	ADJ
fennia-46476	233	5	and	and	CCONJ
fennia-46476	233	6	quantitative	quantitative	ADJ
fennia-46476	233	7	approaches	approach	NOUN
fennia-46476	233	8	are	be	AUX
fennia-46476	233	9	needed	need	VERB
fennia-46476	233	10	in	in	ADP
fennia-46476	233	11	order	order	NOUN
fennia-46476	233	12	to	to	PART
fennia-46476	233	13	assess	assess	VERB
fennia-46476	233	14	the	the	DET
fennia-46476	233	15	impacts	impact	NOUN
fennia-46476	233	16	of	of	ADP
fennia-46476	233	17	innovation	innovation	NOUN
fennia-46476	233	18	activities	activity	NOUN
fennia-46476	233	19	and	and	CCONJ
fennia-46476	233	20	policies	policy	NOUN
fennia-46476	233	21	in	in	ADP
fennia-46476	233	22	the	the	DET
fennia-46476	233	23	regional	regional	ADJ
fennia-46476	233	24	level	level	NOUN
fennia-46476	233	25	.	.	PUNCT
fennia-46476	234	1	an	an	DET
fennia-46476	234	2	extensive	extensive	ADJ
fennia-46476	234	3	amount	amount	NOUN
fennia-46476	234	4	of	of	ADP
fennia-46476	234	5	work	work	NOUN
fennia-46476	234	6	has	have	AUX
fennia-46476	234	7	already	already	ADV
fennia-46476	234	8	been	be	AUX
fennia-46476	234	9	conducted	conduct	VERB
fennia-46476	234	10	separately	separately	ADV
fennia-46476	234	11	,	,	PUNCT
fennia-46476	234	12	but	but	CCONJ
fennia-46476	234	13	the	the	DET
fennia-46476	234	14	triangulation	triangulation	NOUN
fennia-46476	234	15	of	of	ADP
fennia-46476	234	16	quantitative	quantitative	ADJ
fennia-46476	234	17	variables	variable	NOUN
fennia-46476	234	18	to	to	ADP
fennia-46476	234	19	ad	ad	X
fennia-46476	234	20	hoc	hoc	X
fennia-46476	234	21	qualitative	qualitative	NOUN
fennia-46476	234	22	data	datum	NOUN
fennia-46476	234	23	as	as	ADV
fennia-46476	234	24	well	well	ADV
fennia-46476	234	25	as	as	ADP
fennia-46476	234	26	applying	apply	VERB
fennia-46476	234	27	pca	pca	NOUN
fennia-46476	234	28	with	with	ADP
fennia-46476	234	29	spatial	spatial	ADJ
fennia-46476	234	30	autocorrelation	autocorrelation	NOUN
fennia-46476	234	31	(	(	PUNCT
fennia-46476	234	32	see	see	VERB
fennia-46476	234	33	demšar	demšar	ADV
fennia-46476	234	34	et	et	PROPN
fennia-46476	234	35	al	al	PROPN
fennia-46476	234	36	.	.	PROPN
fennia-46476	234	37	2013	2013	NUM
fennia-46476	234	38	)	)	PUNCT
fennia-46476	234	39	requires	require	VERB
fennia-46476	234	40	further	further	ADJ
fennia-46476	234	41	efforts	effort	NOUN
fennia-46476	234	42	.	.	PUNCT
fennia-46476	235	1	acknowledgements	acknowledgement	NOUN
fennia-46476	235	2	this	this	DET
fennia-46476	235	3	work	work	NOUN
fennia-46476	235	4	is	be	AUX
fennia-46476	235	5	a	a	DET
fennia-46476	235	6	part	part	NOUN
fennia-46476	235	7	of	of	ADP
fennia-46476	235	8	the	the	DET
fennia-46476	235	9	project	project	NOUN
fennia-46476	235	10	127213	127213	NUM
fennia-46476	235	11	funded	fund	VERB
fennia-46476	235	12	by	by	ADP
fennia-46476	235	13	the	the	DET
fennia-46476	235	14	academy	academy	PROPN
fennia-46476	235	15	of	of	ADP
fennia-46476	235	16	finland	finland	PROPN
fennia-46476	235	17	.	.	PUNCT
fennia-46476	236	1	we	we	PRON
fennia-46476	236	2	thank	thank	VERB
fennia-46476	236	3	mr	mr	PROPN
fennia-46476	236	4	.	.	PROPN
fennia-46476	236	5	arttu	arttu	PROPN
fennia-46476	236	6	paarlahti	paarlahti	PROPN
fennia-46476	236	7	,	,	PUNCT
fennia-46476	236	8	dr	dr	PROPN
fennia-46476	236	9	.	.	PROPN
fennia-46476	236	10	gareth	gareth	PROPN
fennia-46476	236	11	rice	rice	PROPN
fennia-46476	236	12	and	and	CCONJ
fennia-46476	236	13	the	the	DET
fennia-46476	236	14	anonymous	anonymous	ADJ
fennia-46476	236	15	reviewers	reviewer	NOUN
fennia-46476	236	16	for	for	ADP
fennia-46476	236	17	their	their	PRON
fennia-46476	236	18	help	help	NOUN
fennia-46476	236	19	in	in	ADP
fennia-46476	236	20	improving	improve	VERB
fennia-46476	236	21	the	the	DET
fennia-46476	236	22	paper	paper	NOUN
fennia-46476	236	23	.	.	PUNCT
fennia-46476	237	1	references	reference	NOUN
fennia-46476	237	2	agüeros	agüeros	PROPN
fennia-46476	237	3	m	m	PROPN
fennia-46476	237	4	,	,	PUNCT
fennia-46476	237	5	casares	casare	NOUN
fennia-46476	237	6	-	-	PUNCT
fennia-46476	237	7	hontañón	hontañón	PROPN
fennia-46476	237	8	p	p	NOUN
fennia-46476	237	9	,	,	PUNCT
fennia-46476	237	10	coto	coto	NOUN
fennia-46476	237	11	-	-	PUNCT
fennia-46476	237	12	millán	millán	NOUN
fennia-46476	237	13	p	p	NOUN
fennia-46476	237	14	,	,	PUNCT
fennia-46476	237	15	de	de	X
fennia-46476	237	16	castro	castro	PROPN
fennia-46476	237	17	p	p	PROPN
fennia-46476	237	18	&	&	CCONJ
fennia-46476	237	19	pesquera	pesquera	NOUN
fennia-46476	237	20	m	m	PROPN
fennia-46476	237	21	2013	2013	NUM
fennia-46476	237	22	.	.	PUNCT
fennia-46476	238	1	a	a	DET
fennia-46476	238	2	new	new	ADJ
fennia-46476	238	3	approach	approach	NOUN
fennia-46476	238	4	to	to	ADP
fennia-46476	238	5	innovation	innovation	NOUN
fennia-46476	238	6	and	and	CCONJ
fennia-46476	238	7	its	its	PRON
fennia-46476	238	8	application	application	NOUN
fennia-46476	238	9	to	to	ADP
fennia-46476	238	10	the	the	DET
fennia-46476	238	11	countries	country	NOUN
fennia-46476	238	12	of	of	ADP
fennia-46476	238	13	the	the	DET
fennia-46476	238	14	european	european	PROPN
fennia-46476	238	15	union	union	PROPN
fennia-46476	238	16	.	.	PUNCT
fennia-46476	239	1	quaestiones	quaestione	NOUN
fennia-46476	239	2	geographicae	geographicae	PROPN
fennia-46476	239	3	32	32	NUM
fennia-46476	239	4	:	:	SYM
fennia-46476	239	5	2	2	NUM
fennia-46476	239	6	,	,	PUNCT
fennia-46476	239	7	5–14	5–14	PROPN
fennia-46476	239	8	.	.	PUNCT
fennia-46476	240	1	http://dx.doi.org/10.2478/quageo-2013-0009	http://dx.doi.org/10.2478/quageo-2013-0009	PROPN
fennia-46476	240	2	.	.	PROPN
fennia-46476	240	3	ali	ali	PROPN
fennia-46476	240	4	-	-	PROPN
fennia-46476	240	5	yrkkö	yrkkö	PROPN
fennia-46476	240	6	j	j	PROPN
fennia-46476	240	7	&	&	CCONJ
fennia-46476	240	8	hermans	hermans	PROPN
fennia-46476	240	9	r	r	PROPN
fennia-46476	240	10	2004	2004	NUM
fennia-46476	240	11	.	.	PUNCT
fennia-46476	241	1	nokia	nokia	NOUN
fennia-46476	241	2	:	:	PUNCT
fennia-46476	241	3	a	a	DET
fennia-46476	241	4	giant	giant	NOUN
fennia-46476	241	5	in	in	ADP
fennia-46476	241	6	the	the	DET
fennia-46476	241	7	finnish	finnish	ADJ
fennia-46476	241	8	innovation	innovation	NOUN
fennia-46476	241	9	system	system	NOUN
fennia-46476	241	10	.	.	PUNCT
fennia-46476	242	1	in	in	ADP
fennia-46476	242	2	schienstock	schienstock	ADJ
fennia-46476	242	3	g	g	PROPN
fennia-46476	242	4	(	(	PUNCT
fennia-46476	242	5	ed	ed	NOUN
fennia-46476	242	6	)	)	PUNCT
fennia-46476	242	7	.	.	PUNCT
fennia-46476	243	1	embracing	embrace	VERB
fennia-46476	243	2	the	the	DET
fennia-46476	243	3	knowledge	knowledge	NOUN
fennia-46476	243	4	economy	economy	NOUN
fennia-46476	243	5	:	:	PUNCT
fennia-46476	243	6	the	the	DET
fennia-46476	243	7	dynamic	dynamic	ADJ
fennia-46476	243	8	transformation	transformation	NOUN
fennia-46476	243	9	of	of	ADP
fennia-46476	243	10	the	the	DET
fennia-46476	243	11	finnish	finnish	ADJ
fennia-46476	243	12	innovation	innovation	NOUN
fennia-46476	243	13	system	system	NOUN
fennia-46476	243	14	,	,	PUNCT
fennia-46476	243	15	106–127	106–127	NUM
fennia-46476	243	16	.	.	PUNCT
fennia-46476	244	1	edward	edward	PROPN
fennia-46476	244	2	elgar	elgar	PROPN
fennia-46476	244	3	,	,	PUNCT
fennia-46476	244	4	cheltenham	cheltenham	PROPN
fennia-46476	244	5	.	.	PUNCT
fennia-46476	245	1	antikainen	antikainen	PROPN
fennia-46476	245	2	j	j	PROPN
fennia-46476	245	3	&	&	CCONJ
fennia-46476	245	4	vartiainen	vartiainen	PROPN
fennia-46476	245	5	p	p	PROPN
fennia-46476	245	6	2005	2005	NUM
fennia-46476	245	7	.	.	PUNCT
fennia-46476	246	1	polycentricity	polycentricity	NOUN
fennia-46476	246	2	in	in	ADP
fennia-46476	246	3	finland	finland	PROPN
fennia-46476	246	4	:	:	PUNCT
fennia-46476	246	5	from	from	ADP
fennia-46476	246	6	structure	structure	NOUN
fennia-46476	246	7	to	to	ADP
fennia-46476	246	8	strategy	strategy	NOUN
fennia-46476	246	9	.	.	PUNCT
fennia-46476	247	1	built	build	VERB
fennia-46476	247	2	environment	environment	NOUN
fennia-46476	247	3	31	31	NUM
fennia-46476	247	4	:	:	SYM
fennia-46476	247	5	2	2	NUM
fennia-46476	247	6	,	,	PUNCT
fennia-46476	247	7	143–152	143–152	NUM
fennia-46476	247	8	.	.	PUNCT
fennia-46476	248	1	http://dx.doi.org/10.2148/benv.31.2.143.66257	http://dx.doi.org/10.2148/benv.31.2.143.66257	PROPN
fennia-46476	248	2	.	.	PUNCT
fennia-46476	248	3	asheim	asheim	PROPN
fennia-46476	248	4	b	b	PROPN
fennia-46476	248	5	&	&	CCONJ
fennia-46476	248	6	gertler	gertler	PROPN
fennia-46476	248	7	m	m	PROPN
fennia-46476	248	8	2005	2005	NUM
fennia-46476	248	9	.	.	PUNCT
fennia-46476	249	1	the	the	DET
fennia-46476	249	2	geography	geography	NOUN
fennia-46476	249	3	of	of	ADP
fennia-46476	249	4	innovation	innovation	NOUN
fennia-46476	249	5	:	:	PUNCT
fennia-46476	249	6	regional	regional	ADJ
fennia-46476	249	7	innovation	innovation	NOUN
fennia-46476	249	8	systems	system	NOUN
fennia-46476	249	9	.	.	PUNCT
fennia-46476	250	1	in	in	ADP
fennia-46476	250	2	fagerberg	fagerberg	PROPN
fennia-46476	250	3	j	j	PROPN
fennia-46476	250	4	,	,	PUNCT
fennia-46476	250	5	mowery	mowery	PROPN
fennia-46476	250	6	d	d	PROPN
fennia-46476	250	7	&	&	CCONJ
fennia-46476	250	8	nelson	nelson	PROPN
fennia-46476	250	9	r	r	PROPN
fennia-46476	250	10	(	(	PUNCT
fennia-46476	250	11	eds	ed	NOUN
fennia-46476	250	12	)	)	PUNCT
fennia-46476	250	13	.	.	PUNCT
fennia-46476	251	1	the	the	DET
fennia-46476	251	2	oxford	oxford	PROPN
fennia-46476	251	3	handbook	handbook	NOUN
fennia-46476	251	4	of	of	ADP
fennia-46476	251	5	innovation	innovation	NOUN
fennia-46476	251	6	,	,	PUNCT
fennia-46476	251	7	291–317	291–317	NUM
fennia-46476	251	8	.	.	PUNCT
fennia-46476	252	1	oxford	oxford	PROPN
fennia-46476	252	2	university	university	PROPN
fennia-46476	252	3	press	press	NOUN
fennia-46476	252	4	,	,	PUNCT
fennia-46476	252	5	oxford	oxford	PROPN
fennia-46476	252	6	.	.	PUNCT
fennia-46476	253	1	146	146	NUM
fennia-46476	253	2	fennia	fennia	NOUN
fennia-46476	253	3	193	193	NUM
fennia-46476	253	4	:	:	SYM
fennia-46476	253	5	1	1	NUM
fennia-46476	253	6	(	(	PUNCT
fennia-46476	253	7	2015)teemu	2015)teemu	NUM
fennia-46476	253	8	makkonen	makkonen	NOUN
fennia-46476	253	9	and	and	CCONJ
fennia-46476	253	10	tommi	tommi	PROPN
fennia-46476	253	11	inkinen	inkinen	PROPN
fennia-46476	253	12	audretsch	audretsch	PROPN
fennia-46476	253	13	d	d	PROPN
fennia-46476	253	14	&	&	CCONJ
fennia-46476	253	15	feldman	feldman	PROPN
fennia-46476	253	16	m	m	PROPN
fennia-46476	253	17	1996	1996	NUM
fennia-46476	253	18	.	.	PUNCT
fennia-46476	254	1	r&d	r&d	NOUN
fennia-46476	254	2	spillovers	spillover	NOUN
fennia-46476	254	3	and	and	CCONJ
fennia-46476	254	4	the	the	DET
fennia-46476	254	5	geography	geography	NOUN
fennia-46476	254	6	of	of	ADP
fennia-46476	254	7	innovation	innovation	NOUN
fennia-46476	254	8	and	and	CCONJ
fennia-46476	254	9	production	production	NOUN
fennia-46476	254	10	.	.	PUNCT
fennia-46476	255	1	american	american	PROPN
fennia-46476	255	2	economic	economic	PROPN
fennia-46476	255	3	review	review	PROPN
fennia-46476	255	4	86	86	NUM
fennia-46476	255	5	:	:	SYM
fennia-46476	255	6	3	3	NUM
fennia-46476	255	7	,	,	PUNCT
fennia-46476	255	8	630–640	630–640	NUM
fennia-46476	255	9	.	.	PUNCT
fennia-46476	256	1	boschma	boschma	NOUN
fennia-46476	256	2	r	r	NOUN
fennia-46476	256	3	&	&	CCONJ
fennia-46476	256	4	fornahl	fornahl	PROPN
fennia-46476	256	5	d	d	PROPN
fennia-46476	256	6	2011	2011	NUM
fennia-46476	256	7	.	.	PUNCT
fennia-46476	257	1	cluster	cluster	NOUN
fennia-46476	257	2	evolution	evolution	NOUN
fennia-46476	257	3	and	and	CCONJ
fennia-46476	257	4	a	a	DET
fennia-46476	257	5	roadmap	roadmap	NOUN
fennia-46476	257	6	for	for	ADP
fennia-46476	257	7	future	future	ADJ
fennia-46476	257	8	studies	study	NOUN
fennia-46476	257	9	.	.	PUNCT
fennia-46476	258	1	regional	regional	ADJ
fennia-46476	258	2	studies	study	NOUN
fennia-46476	258	3	45	45	NUM
fennia-46476	258	4	:	:	SYM
fennia-46476	258	5	10	10	NUM
fennia-46476	258	6	,	,	PUNCT
fennia-46476	258	7	1295–1298	1295–1298	NUM
fennia-46476	258	8	.	.	PUNCT
fennia-46476	259	1	http://dx.doi.org/10.1080/00343404.2011.633253	http://dx.doi.org/10.1080/00343404.2011.633253	X
fennia-46476	259	2	.	.	PUNCT
fennia-46476	260	1	capello	capello	PROPN
fennia-46476	260	2	r	r	PROPN
fennia-46476	260	3	,	,	PUNCT
fennia-46476	260	4	caragliu	caragliu	PROPN
fennia-46476	260	5	a	a	PRON
fennia-46476	260	6	&	&	CCONJ
fennia-46476	260	7	lenzi	lenzi	PROPN
fennia-46476	260	8	c	c	PROPN
fennia-46476	260	9	2012	2012	NUM
fennia-46476	260	10	.	.	PUNCT
fennia-46476	260	11	is	be	AUX
fennia-46476	260	12	innovation	innovation	NOUN
fennia-46476	260	13	in	in	ADP
fennia-46476	260	14	cities	city	NOUN
fennia-46476	260	15	a	a	DET
fennia-46476	260	16	matter	matter	NOUN
fennia-46476	260	17	of	of	ADP
fennia-46476	260	18	knowledge	knowledge	NOUN
fennia-46476	260	19	-	-	PUNCT
fennia-46476	260	20	intensive	intensive	ADJ
fennia-46476	260	21	services	service	NOUN
fennia-46476	260	22	:	:	PUNCT
fennia-46476	260	23	an	an	DET
fennia-46476	260	24	empirical	empirical	ADJ
fennia-46476	260	25	investigation	investigation	NOUN
fennia-46476	260	26	.	.	PUNCT
fennia-46476	261	1	innovation	innovation	NOUN
fennia-46476	261	2	–	–	PUNCT
fennia-46476	261	3	european	european	ADJ
fennia-46476	261	4	journal	journal	NOUN
fennia-46476	261	5	of	of	ADP
fennia-46476	261	6	social	social	ADJ
fennia-46476	261	7	science	science	NOUN
fennia-46476	261	8	research	research	NOUN
fennia-46476	261	9	25	25	NUM
fennia-46476	261	10	:	:	SYM
fennia-46476	261	11	2	2	NUM
fennia-46476	261	12	,	,	PUNCT
fennia-46476	261	13	151–174	151–174	NUM
fennia-46476	261	14	.	.	PUNCT
fennia-46476	262	1	http://dx.doi.org/10.1080/13511610.2012.660326	http://dx.doi.org/10.1080/13511610.2012.660326	PROPN
fennia-46476	262	2	.	.	PUNCT
fennia-46476	263	1	ceh	ceh	PROPN
fennia-46476	263	2	b	b	PROPN
fennia-46476	263	3	2001	2001	NUM
fennia-46476	263	4	.	.	PUNCT
fennia-46476	264	1	regional	regional	ADJ
fennia-46476	264	2	innovation	innovation	NOUN
fennia-46476	264	3	potential	potential	NOUN
fennia-46476	264	4	in	in	ADP
fennia-46476	264	5	the	the	DET
fennia-46476	264	6	united	united	PROPN
fennia-46476	264	7	states	states	PROPN
fennia-46476	264	8	:	:	PUNCT
fennia-46476	264	9	evidence	evidence	NOUN
fennia-46476	264	10	of	of	ADP
fennia-46476	264	11	spatial	spatial	ADJ
fennia-46476	264	12	transformation	transformation	NOUN
fennia-46476	264	13	.	.	PUNCT
fennia-46476	265	1	papers	paper	NOUN
fennia-46476	265	2	in	in	ADP
fennia-46476	265	3	regional	regional	ADJ
fennia-46476	265	4	science	science	NOUN
fennia-46476	265	5	80	80	NUM
fennia-46476	265	6	:	:	SYM
fennia-46476	265	7	3	3	NUM
fennia-46476	265	8	,	,	PUNCT
fennia-46476	265	9	297–316	297–316	NUM
fennia-46476	265	10	.	.	PUNCT
fennia-46476	266	1	http://dx.doi.org/10.1007/pl00013634	http://dx.doi.org/10.1007/pl00013634	PROPN
fennia-46476	266	2	.	.	PUNCT
fennia-46476	266	3	copus	copus	PROPN
fennia-46476	266	4	a	a	PRON
fennia-46476	266	5	,	,	PUNCT
fennia-46476	266	6	skuras	skuras	PROPN
fennia-46476	266	7	d	d	PROPN
fennia-46476	266	8	&	&	CCONJ
fennia-46476	266	9	tsegenidi	tsegenidi	PROPN
fennia-46476	266	10	k	k	PROPN
fennia-46476	266	11	2008	2008	NUM
fennia-46476	266	12	.	.	PUNCT
fennia-46476	267	1	innovation	innovation	NOUN
fennia-46476	267	2	and	and	CCONJ
fennia-46476	267	3	peripherality	peripherality	NOUN
fennia-46476	267	4	:	:	PUNCT
fennia-46476	267	5	an	an	DET
fennia-46476	267	6	empirical	empirical	ADJ
fennia-46476	267	7	comparative	comparative	ADJ
fennia-46476	267	8	study	study	NOUN
fennia-46476	267	9	of	of	ADP
fennia-46476	267	10	smes	sme	NOUN
fennia-46476	267	11	in	in	ADP
fennia-46476	267	12	six	six	NUM
fennia-46476	267	13	european	european	PROPN
fennia-46476	267	14	union	union	PROPN
fennia-46476	267	15	member	member	NOUN
fennia-46476	267	16	countries	country	NOUN
fennia-46476	267	17	.	.	PUNCT
fennia-46476	268	1	economic	economic	ADJ
fennia-46476	268	2	geography	geography	NOUN
fennia-46476	268	3	84	84	NUM
fennia-46476	268	4	:	:	SYM
fennia-46476	268	5	1	1	NUM
fennia-46476	268	6	,	,	PUNCT
fennia-46476	268	7	51–82	51–82	NUM
fennia-46476	268	8	.	.	PUNCT
fennia-46476	269	1	http://dx.doi.org/10.1111/j.1944-8287.2008.tb00391.x	http://dx.doi.org/10.1111/j.1944-8287.2008.tb00391.x	AUX
fennia-46476	269	2	.	.	PUNCT
fennia-46476	269	3	crescenzi	crescenzi	PROPN
fennia-46476	269	4	r	r	PROPN
fennia-46476	269	5	&	&	CCONJ
fennia-46476	269	6	rodríguez	rodríguez	PROPN
fennia-46476	269	7	-	-	PUNCT
fennia-46476	269	8	pose	pose	VERB
fennia-46476	269	9	a	a	DET
fennia-46476	269	10	2013	2013	NUM
fennia-46476	269	11	.	.	PUNCT
fennia-46476	270	1	r&d	r&d	NOUN
fennia-46476	270	2	,	,	PUNCT
fennia-46476	270	3	socioeconomic	socioeconomic	ADJ
fennia-46476	270	4	conditions	condition	NOUN
fennia-46476	270	5	,	,	PUNCT
fennia-46476	270	6	and	and	CCONJ
fennia-46476	270	7	regional	regional	ADJ
fennia-46476	270	8	innovation	innovation	NOUN
fennia-46476	270	9	in	in	ADP
fennia-46476	270	10	the	the	DET
fennia-46476	270	11	u.s	u.s	PROPN
fennia-46476	270	12	.	.	PROPN
fennia-46476	270	13	growth	growth	NOUN
fennia-46476	270	14	and	and	CCONJ
fennia-46476	270	15	change	change	VERB
fennia-46476	270	16	44	44	NUM
fennia-46476	270	17	:	:	SYM
fennia-46476	270	18	2	2	NUM
fennia-46476	270	19	,	,	PUNCT
fennia-46476	270	20	287–320	287–320	NUM
fennia-46476	270	21	.	.	PUNCT
fennia-46476	271	1	http://dx.doi.org/10.1111/grow.12011	http://dx.doi.org/10.1111/grow.12011	X
fennia-46476	271	2	.	.	PUNCT
fennia-46476	272	1	crescenzi	crescenzi	PROPN
fennia-46476	272	2	r	r	NOUN
fennia-46476	272	3	,	,	PUNCT
fennia-46476	272	4	rodríguez	rodríguez	NOUN
fennia-46476	272	5	-	-	PUNCT
fennia-46476	272	6	pose	pose	VERB
fennia-46476	272	7	a	a	DET
fennia-46476	272	8	&	&	CCONJ
fennia-46476	272	9	storper	storper	NOUN
fennia-46476	272	10	m	m	PROPN
fennia-46476	272	11	2007	2007	NUM
fennia-46476	272	12	.	.	PUNCT
fennia-46476	273	1	the	the	DET
fennia-46476	273	2	territorial	territorial	ADJ
fennia-46476	273	3	dynamics	dynamic	NOUN
fennia-46476	273	4	of	of	ADP
fennia-46476	273	5	innovation	innovation	NOUN
fennia-46476	273	6	:	:	PUNCT
fennia-46476	273	7	a	a	DET
fennia-46476	273	8	europe	europe	PROPN
fennia-46476	273	9	–	–	PUNCT
fennia-46476	273	10	united	united	PROPN
fennia-46476	273	11	states	states	PROPN
fennia-46476	273	12	comparative	comparative	ADJ
fennia-46476	273	13	analysis	analysis	NOUN
fennia-46476	273	14	.	.	PUNCT
fennia-46476	274	1	journal	journal	NOUN
fennia-46476	274	2	of	of	ADP
fennia-46476	274	3	economic	economic	ADJ
fennia-46476	274	4	geography	geography	NOUN
fennia-46476	274	5	7	7	NUM
fennia-46476	274	6	:	:	SYM
fennia-46476	274	7	6	6	NUM
fennia-46476	274	8	,	,	PUNCT
fennia-46476	274	9	673–709	673–709	NUM
fennia-46476	274	10	.	.	PUNCT
fennia-46476	275	1	http://dx.doi.org/10.1093/jeg/lbm030	http://dx.doi.org/10.1093/jeg/lbm030	PROPN
fennia-46476	275	2	.	.	PUNCT
fennia-46476	276	1	demšar	demšar	PROPN
fennia-46476	276	2	u	u	PROPN
fennia-46476	276	3	,	,	PUNCT
fennia-46476	276	4	harris	harris	PROPN
fennia-46476	276	5	p	p	PROPN
fennia-46476	276	6	,	,	PUNCT
fennia-46476	276	7	brunsdon	brunsdon	ADJ
fennia-46476	276	8	c	c	NOUN
fennia-46476	276	9	,	,	PUNCT
fennia-46476	276	10	fotheringham	fotheringham	PROPN
fennia-46476	276	11	as	as	ADP
fennia-46476	276	12	&	&	CCONJ
fennia-46476	276	13	mcloone	mcloone	PROPN
fennia-46476	276	14	s	s	PROPN
fennia-46476	276	15	2013	2013	NUM
fennia-46476	276	16	.	.	PUNCT
fennia-46476	277	1	principal	principal	ADJ
fennia-46476	277	2	component	component	NOUN
fennia-46476	277	3	analysis	analysis	NOUN
fennia-46476	277	4	on	on	ADP
fennia-46476	277	5	spatial	spatial	ADJ
fennia-46476	277	6	data	datum	NOUN
fennia-46476	277	7	:	:	PUNCT
fennia-46476	277	8	an	an	DET
fennia-46476	277	9	overview	overview	NOUN
fennia-46476	277	10	.	.	PUNCT
fennia-46476	278	1	annals	annal	NOUN
fennia-46476	278	2	of	of	ADP
fennia-46476	278	3	the	the	DET
fennia-46476	278	4	association	association	NOUN
fennia-46476	278	5	of	of	ADP
fennia-46476	278	6	american	american	PROPN
fennia-46476	278	7	geographers	geographer	NOUN
fennia-46476	278	8	103	103	NUM
fennia-46476	278	9	:	:	SYM
fennia-46476	278	10	1	1	NUM
fennia-46476	278	11	,	,	PUNCT
fennia-46476	278	12	106–128	106–128	NUM
fennia-46476	278	13	.	.	PUNCT
fennia-46476	279	1	http://dx.doi.org/10.1080/00045608.2012.689236	http://dx.doi.org/10.1080/00045608.2012.689236	PROPN
fennia-46476	279	2	.	.	PUNCT
fennia-46476	280	1	dicken	dicken	PROPN
fennia-46476	280	2	p	p	PROPN
fennia-46476	280	3	&	&	CCONJ
fennia-46476	280	4	lloyd	lloyd	PROPN
fennia-46476	280	5	p	p	PROPN
fennia-46476	280	6	1991	1991	NUM
fennia-46476	280	7	.	.	PUNCT
fennia-46476	281	1	location	location	NOUN
fennia-46476	281	2	in	in	ADP
fennia-46476	281	3	space	space	NOUN
fennia-46476	281	4	:	:	PUNCT
fennia-46476	281	5	theoretical	theoretical	ADJ
fennia-46476	281	6	perspectives	perspective	NOUN
fennia-46476	281	7	in	in	ADP
fennia-46476	281	8	economic	economic	ADJ
fennia-46476	281	9	geography	geography	NOUN
fennia-46476	281	10	.	.	PUNCT
fennia-46476	282	1	longman	longman	PROPN
fennia-46476	282	2	,	,	PUNCT
fennia-46476	282	3	london	london	PROPN
fennia-46476	282	4	.	.	PUNCT
fennia-46476	283	1	doloreux	doloreux	PROPN
fennia-46476	283	2	d	d	PROPN
fennia-46476	283	3	2002	2002	NUM
fennia-46476	283	4	.	.	PUNCT
fennia-46476	284	1	what	what	PRON
fennia-46476	284	2	we	we	PRON
fennia-46476	284	3	should	should	AUX
fennia-46476	284	4	know	know	VERB
fennia-46476	284	5	about	about	ADP
fennia-46476	284	6	regional	regional	ADJ
fennia-46476	284	7	systems	system	NOUN
fennia-46476	284	8	of	of	ADP
fennia-46476	284	9	innovation	innovation	NOUN
fennia-46476	284	10	.	.	PUNCT
fennia-46476	285	1	technology	technology	NOUN
fennia-46476	285	2	in	in	ADP
fennia-46476	285	3	society	society	NOUN
fennia-46476	285	4	24	24	NUM
fennia-46476	285	5	:	:	SYM
fennia-46476	285	6	3	3	NUM
fennia-46476	285	7	,	,	PUNCT
fennia-46476	285	8	243–263	243–263	NUM
fennia-46476	285	9	.	.	PUNCT
fennia-46476	286	1	http://dx.doi.org/10.1016/s0160-791x(02)00007-6	http://dx.doi.org/10.1016/s0160-791x(02)00007-6	NOUN
fennia-46476	286	2	.	.	PUNCT
fennia-46476	286	3	ebersberger	ebersberger	PROPN
fennia-46476	286	4	b	b	PROPN
fennia-46476	286	5	&	&	CCONJ
fennia-46476	286	6	lehtoranta	lehtoranta	PROPN
fennia-46476	286	7	o	o	PROPN
fennia-46476	286	8	2005	2005	NUM
fennia-46476	286	9	.	.	PUNCT
fennia-46476	287	1	patterns	pattern	NOUN
fennia-46476	287	2	of	of	ADP
fennia-46476	287	3	innovative	innovative	ADJ
fennia-46476	287	4	activities	activity	NOUN
fennia-46476	287	5	among	among	ADP
fennia-46476	287	6	finnish	finnish	ADJ
fennia-46476	287	7	firms	firm	NOUN
fennia-46476	287	8	.	.	PUNCT
fennia-46476	288	1	vtt	vtt	PROPN
fennia-46476	288	2	,	,	PUNCT
fennia-46476	288	3	espoo	espoo	PROPN
fennia-46476	288	4	.	.	PUNCT
fennia-46476	289	1	fagerberg	fagerberg	PROPN
fennia-46476	289	2	j	j	PROPN
fennia-46476	289	3	2005	2005	NUM
fennia-46476	289	4	.	.	PUNCT
fennia-46476	290	1	innovation	innovation	NOUN
fennia-46476	290	2	:	:	PUNCT
fennia-46476	290	3	a	a	DET
fennia-46476	290	4	guide	guide	NOUN
fennia-46476	290	5	to	to	ADP
fennia-46476	290	6	the	the	DET
fennia-46476	290	7	literature	literature	NOUN
fennia-46476	290	8	.	.	PUNCT
fennia-46476	291	1	in	in	ADP
fennia-46476	291	2	fagerberg	fagerberg	PROPN
fennia-46476	291	3	j	j	PROPN
fennia-46476	291	4	,	,	PUNCT
fennia-46476	291	5	mowery	mowery	PROPN
fennia-46476	291	6	d	d	PROPN
fennia-46476	291	7	&	&	CCONJ
fennia-46476	291	8	nelson	nelson	PROPN
fennia-46476	291	9	r	r	PROPN
fennia-46476	291	10	(	(	PUNCT
fennia-46476	291	11	eds	ed	NOUN
fennia-46476	291	12	)	)	PUNCT
fennia-46476	291	13	.	.	PUNCT
fennia-46476	292	1	the	the	DET
fennia-46476	292	2	oxford	oxford	PROPN
fennia-46476	292	3	handbook	handbook	NOUN
fennia-46476	292	4	of	of	ADP
fennia-46476	292	5	innovation	innovation	NOUN
fennia-46476	292	6	,	,	PUNCT
fennia-46476	292	7	1–26	1–26	NOUN
fennia-46476	292	8	.	.	PUNCT
fennia-46476	293	1	oxford	oxford	PROPN
fennia-46476	293	2	university	university	PROPN
fennia-46476	293	3	press	press	NOUN
fennia-46476	293	4	,	,	PUNCT
fennia-46476	293	5	oxford	oxford	PROPN
fennia-46476	293	6	.	.	PUNCT
fennia-46476	294	1	fagerberg	fagerberg	PROPN
fennia-46476	294	2	j	j	PROPN
fennia-46476	294	3	,	,	PUNCT
fennia-46476	294	4	srholec	srholec	PROPN
fennia-46476	294	5	m	m	PROPN
fennia-46476	294	6	&	&	CCONJ
fennia-46476	294	7	knell	knell	PROPN
fennia-46476	294	8	m	m	PROPN
fennia-46476	294	9	2007	2007	NUM
fennia-46476	294	10	.	.	PUNCT
fennia-46476	295	1	the	the	DET
fennia-46476	295	2	competitiveness	competitiveness	NOUN
fennia-46476	295	3	of	of	ADP
fennia-46476	295	4	nations	nation	NOUN
fennia-46476	295	5	:	:	PUNCT
fennia-46476	295	6	why	why	SCONJ
fennia-46476	295	7	some	some	DET
fennia-46476	295	8	countries	country	NOUN
fennia-46476	295	9	prosper	prosper	VERB
fennia-46476	295	10	while	while	SCONJ
fennia-46476	295	11	others	other	NOUN
fennia-46476	295	12	fall	fall	VERB
fennia-46476	295	13	behind	behind	ADP
fennia-46476	295	14	?	?	PUNCT
fennia-46476	296	1	world	world	NOUN
fennia-46476	296	2	development	development	PROPN
fennia-46476	296	3	35	35	NUM
fennia-46476	296	4	:	:	SYM
fennia-46476	296	5	10	10	NUM
fennia-46476	296	6	,	,	PUNCT
fennia-46476	296	7	1595–1620	1595–1620	NUM
fennia-46476	296	8	.	.	PUNCT
fennia-46476	296	9	http://dx.doi.org/10.1016/j.worlddev.2007.01.004	http://dx.doi.org/10.1016/j.worlddev.2007.01.004	PROPN
fennia-46476	296	10	.	.	PUNCT
fennia-46476	297	1	florida	florida	PROPN
fennia-46476	297	2	r	r	PROPN
fennia-46476	297	3	2002	2002	NUM
fennia-46476	297	4	.	.	PUNCT
fennia-46476	298	1	the	the	DET
fennia-46476	298	2	rise	rise	NOUN
fennia-46476	298	3	of	of	ADP
fennia-46476	298	4	the	the	DET
fennia-46476	298	5	creative	creative	ADJ
fennia-46476	298	6	class	class	NOUN
fennia-46476	298	7	.	.	PUNCT
fennia-46476	299	1	basic	basic	ADJ
fennia-46476	299	2	books	book	NOUN
fennia-46476	299	3	,	,	PUNCT
fennia-46476	299	4	new	new	PROPN
fennia-46476	299	5	york	york	PROPN
fennia-46476	299	6	.	.	PUNCT
fennia-46476	300	1	fritsch	fritsch	PROPN
fennia-46476	300	2	m	m	PROPN
fennia-46476	300	3	2004	2004	NUM
fennia-46476	300	4	.	.	PUNCT
fennia-46476	301	1	cooperation	cooperation	NOUN
fennia-46476	301	2	and	and	CCONJ
fennia-46476	301	3	the	the	DET
fennia-46476	301	4	efficiency	efficiency	NOUN
fennia-46476	301	5	of	of	ADP
fennia-46476	301	6	regional	regional	ADJ
fennia-46476	301	7	r&d	r&d	NOUN
fennia-46476	301	8	activities	activity	NOUN
fennia-46476	301	9	.	.	PUNCT
fennia-46476	302	1	cambridge	cambridge	PROPN
fennia-46476	302	2	journal	journal	PROPN
fennia-46476	302	3	of	of	ADP
fennia-46476	302	4	economics	economics	PROPN
fennia-46476	302	5	28	28	NUM
fennia-46476	302	6	:	:	SYM
fennia-46476	302	7	6	6	NUM
fennia-46476	302	8	,	,	PUNCT
fennia-46476	302	9	829–846	829–846	NUM
fennia-46476	302	10	.	.	PUNCT
fennia-46476	303	1	http://dx.doi.org/10.1093/cje/beh039	http://dx.doi.org/10.1093/cje/beh039	PROPN
fennia-46476	303	2	.	.	PUNCT
fennia-46476	304	1	glaeser	glaeser	PROPN
fennia-46476	304	2	e	e	PROPN
fennia-46476	304	3	2000	2000	NUM
fennia-46476	304	4	.	.	PUNCT
fennia-46476	305	1	the	the	DET
fennia-46476	305	2	new	new	ADJ
fennia-46476	305	3	economics	economic	NOUN
fennia-46476	305	4	of	of	ADP
fennia-46476	305	5	urban	urban	ADJ
fennia-46476	305	6	and	and	CCONJ
fennia-46476	305	7	regional	regional	ADJ
fennia-46476	305	8	growth	growth	NOUN
fennia-46476	305	9	.	.	PUNCT
fennia-46476	306	1	in	in	ADP
fennia-46476	306	2	clark	clark	PROPN
fennia-46476	306	3	g	g	PROPN
fennia-46476	306	4	,	,	PUNCT
fennia-46476	306	5	feldman	feldman	PROPN
fennia-46476	306	6	m	m	PROPN
fennia-46476	306	7	&	&	CCONJ
fennia-46476	306	8	gertler	gertler	PROPN
fennia-46476	306	9	m	m	PROPN
fennia-46476	306	10	(	(	PUNCT
fennia-46476	306	11	eds	ed	NOUN
fennia-46476	306	12	)	)	PUNCT
fennia-46476	306	13	.	.	PUNCT
fennia-46476	307	1	the	the	DET
fennia-46476	307	2	oxford	oxford	PROPN
fennia-46476	307	3	handbook	handbook	NOUN
fennia-46476	307	4	of	of	ADP
fennia-46476	307	5	economic	economic	ADJ
fennia-46476	307	6	geography	geography	NOUN
fennia-46476	307	7	,	,	PUNCT
fennia-46476	307	8	83–98	83–98	NUM
fennia-46476	307	9	.	.	PUNCT
fennia-46476	308	1	oxford	oxford	PROPN
fennia-46476	308	2	university	university	PROPN
fennia-46476	308	3	press	press	NOUN
fennia-46476	308	4	,	,	PUNCT
fennia-46476	308	5	oxford	oxford	PROPN
fennia-46476	308	6	.	.	PUNCT
fennia-46476	309	1	gössling	gössling	PROPN
fennia-46476	309	2	t	t	PROPN
fennia-46476	309	3	&	&	CCONJ
fennia-46476	309	4	rutten	rutten	PROPN
fennia-46476	309	5	r	r	PROPN
fennia-46476	309	6	2007	2007	NUM
fennia-46476	309	7	.	.	PUNCT
fennia-46476	310	1	innovation	innovation	NOUN
fennia-46476	310	2	in	in	ADP
fennia-46476	310	3	regions	region	NOUN
fennia-46476	310	4	.	.	PUNCT
fennia-46476	311	1	european	european	ADJ
fennia-46476	311	2	planning	planning	PROPN
fennia-46476	311	3	studies	study	NOUN
fennia-46476	311	4	15	15	NUM
fennia-46476	311	5	:	:	SYM
fennia-46476	311	6	2	2	NUM
fennia-46476	311	7	,	,	PUNCT
fennia-46476	311	8	253–270	253–270	NUM
fennia-46476	311	9	.	.	PUNCT
fennia-46476	312	1	http://dx.doi.org/10.1080/09654310601078788	http://dx.doi.org/10.1080/09654310601078788	PROPN
fennia-46476	312	2	.	.	PUNCT
fennia-46476	313	1	greunz	greunz	VERB
fennia-46476	313	2	l	l	PROPN
fennia-46476	313	3	2005	2005	NUM
fennia-46476	313	4	.	.	PUNCT
fennia-46476	314	1	intraand	intraand	PROPN
fennia-46476	314	2	inter	inter	ADJ
fennia-46476	314	3	-	-	ADJ
fennia-46476	314	4	regional	regional	ADJ
fennia-46476	314	5	knowledge	knowledge	NOUN
fennia-46476	314	6	spillovers	spillover	NOUN
fennia-46476	314	7	:	:	PUNCT
fennia-46476	314	8	evidence	evidence	NOUN
fennia-46476	314	9	from	from	ADP
fennia-46476	314	10	european	european	ADJ
fennia-46476	314	11	regions	region	NOUN
fennia-46476	314	12	.	.	PUNCT
fennia-46476	315	1	european	european	ADJ
fennia-46476	315	2	planning	planning	NOUN
fennia-46476	315	3	studies	study	NOUN
fennia-46476	315	4	13	13	NUM
fennia-46476	315	5	:	:	SYM
fennia-46476	315	6	3	3	NUM
fennia-46476	315	7	,	,	PUNCT
fennia-46476	315	8	449–473	449–473	NUM
fennia-46476	315	9	.	.	PUNCT
fennia-46476	316	1	http://dx.doi.org/10.1080/09654310500089746	http://dx.doi.org/10.1080/09654310500089746	PROPN
fennia-46476	316	2	.	.	PUNCT
fennia-46476	317	1	hasan	hasan	PROPN
fennia-46476	317	2	i	i	PROPN
fennia-46476	317	3	&	&	CCONJ
fennia-46476	317	4	tucci	tucci	PROPN
fennia-46476	317	5	c	c	PROPN
fennia-46476	317	6	2010	2010	NUM
fennia-46476	317	7	.	.	PUNCT
fennia-46476	318	1	the	the	DET
fennia-46476	318	2	innovation	innovation	NOUN
fennia-46476	318	3	–	–	PUNCT
fennia-46476	318	4	economic	economic	ADJ
fennia-46476	318	5	growth	growth	NOUN
fennia-46476	318	6	nexus	nexus	NOUN
fennia-46476	318	7	:	:	PUNCT
fennia-46476	318	8	global	global	ADJ
fennia-46476	318	9	evidence	evidence	NOUN
fennia-46476	318	10	.	.	PUNCT
fennia-46476	319	1	research	research	NOUN
fennia-46476	319	2	policy	policy	NOUN
fennia-46476	319	3	39	39	NUM
fennia-46476	319	4	:	:	SYM
fennia-46476	319	5	10	10	NUM
fennia-46476	319	6	,	,	PUNCT
fennia-46476	319	7	1264–1276	1264–1276	NUM
fennia-46476	319	8	.	.	PUNCT
fennia-46476	320	1	http://dx.doi.org/10.1016/j.respol.2010.07.005	http://dx.doi.org/10.1016/j.respol.2010.07.005	PROPN
fennia-46476	320	2	.	.	PUNCT
fennia-46476	320	3	heikkilä	heikkilä	PROPN
fennia-46476	320	4	e	e	PROPN
fennia-46476	320	5	2003	2003	NUM
fennia-46476	320	6	.	.	PUNCT
fennia-46476	321	1	differential	differential	ADJ
fennia-46476	321	2	urbanisation	urbanisation	NOUN
fennia-46476	321	3	in	in	ADP
fennia-46476	321	4	finland	finland	PROPN
fennia-46476	321	5	.	.	PUNCT
fennia-46476	322	1	tijdschrift	tijdschrift	PROPN
fennia-46476	322	2	voor	voor	PROPN
fennia-46476	322	3	economische	economische	PROPN
fennia-46476	322	4	en	en	PROPN
fennia-46476	322	5	sociale	sociale	PROPN
fennia-46476	322	6	geografie	geografie	PROPN
fennia-46476	322	7	94	94	NUM
fennia-46476	322	8	:	:	SYM
fennia-46476	322	9	1	1	NUM
fennia-46476	322	10	,	,	PUNCT
fennia-46476	322	11	49–63	49–63	NUM
fennia-46476	322	12	.	.	PUNCT
fennia-46476	323	1	http://dx.doi.org/10.1111/1467-9663.00236	http://dx.doi.org/10.1111/1467-9663.00236	NOUN
fennia-46476	323	2	.	.	PROPN
fennia-46476	323	3	hollanders	hollanders	PROPN
fennia-46476	323	4	h	h	PROPN
fennia-46476	323	5	,	,	PUNCT
fennia-46476	323	6	tarantola	tarantola	PROPN
fennia-46476	323	7	s	s	PROPN
fennia-46476	323	8	&	&	CCONJ
fennia-46476	323	9	loschky	loschky	PROPN
fennia-46476	323	10	a	a	DET
fennia-46476	323	11	2009	2009	NUM
fennia-46476	323	12	.	.	PUNCT
fennia-46476	324	1	regional	regional	ADJ
fennia-46476	324	2	innovation	innovation	NOUN
fennia-46476	324	3	scoreboard	scoreboard	ADJ
fennia-46476	324	4	2009	2009	NUM
fennia-46476	324	5	.	.	PUNCT
fennia-46476	325	1	european	european	PROPN
fennia-46476	325	2	commission	commission	PROPN
fennia-46476	325	3	,	,	PUNCT
fennia-46476	325	4	brussels	brussels	PROPN
fennia-46476	325	5	.	.	PUNCT
fennia-46476	326	1	inkinen	inkinen	PROPN
fennia-46476	326	2	t	t	PROPN
fennia-46476	326	3	2005	2005	NUM
fennia-46476	326	4	.	.	PUNCT
fennia-46476	327	1	european	european	ADJ
fennia-46476	327	2	coherence	coherence	NOUN
fennia-46476	327	3	and	and	CCONJ
fennia-46476	327	4	regional	regional	ADJ
fennia-46476	327	5	policy	policy	NOUN
fennia-46476	327	6	:	:	PUNCT
fennia-46476	327	7	a	a	DET
fennia-46476	327	8	finnish	finnish	ADJ
fennia-46476	327	9	perspective	perspective	NOUN
fennia-46476	327	10	on	on	ADP
fennia-46476	327	11	the	the	DET
fennia-46476	327	12	observed	observe	VERB
fennia-46476	327	13	and	and	CCONJ
fennia-46476	327	14	reported	report	VERB
fennia-46476	327	15	territorial	territorial	ADJ
fennia-46476	327	16	impacts	impact	NOUN
fennia-46476	327	17	of	of	ADP
fennia-46476	327	18	eu	eu	PROPN
fennia-46476	327	19	research	research	NOUN
fennia-46476	327	20	and	and	CCONJ
fennia-46476	327	21	development	development	NOUN
fennia-46476	327	22	policies	policy	NOUN
fennia-46476	327	23	.	.	PUNCT
fennia-46476	328	1	european	european	ADJ
fennia-46476	328	2	planning	planning	PROPN
fennia-46476	328	3	studies	study	NOUN
fennia-46476	328	4	13	13	NUM
fennia-46476	328	5	:	:	SYM
fennia-46476	328	6	7	7	NUM
fennia-46476	328	7	,	,	PUNCT
fennia-46476	328	8	1113–1121	1113–1121	NUM
fennia-46476	328	9	.	.	PUNCT
fennia-46476	329	1	http://dx.doi.org/10.1080/09654310500242139	http://dx.doi.org/10.1080/09654310500242139	PROPN
fennia-46476	329	2	.	.	PUNCT
fennia-46476	330	1	isard	isard	PROPN
fennia-46476	330	2	w	w	PROPN
fennia-46476	330	3	,	,	PUNCT
fennia-46476	330	4	azis	azi	VERB
fennia-46476	330	5	i	i	PRON
fennia-46476	330	6	,	,	PUNCT
fennia-46476	330	7	drennan	drennan	PROPN
fennia-46476	330	8	m	m	PROPN
fennia-46476	330	9	,	,	PUNCT
fennia-46476	330	10	miller	miller	PROPN
fennia-46476	330	11	r	r	PROPN
fennia-46476	330	12	,	,	PUNCT
fennia-46476	330	13	saltzman	saltzman	PROPN
fennia-46476	330	14	s	s	PROPN
fennia-46476	330	15	&	&	CCONJ
fennia-46476	330	16	thorbecke	thorbecke	PROPN
fennia-46476	330	17	e	e	PROPN
fennia-46476	330	18	1998	1998	NUM
fennia-46476	330	19	.	.	PUNCT
fennia-46476	331	1	methods	method	NOUN
fennia-46476	331	2	of	of	ADP
fennia-46476	331	3	interregional	interregional	ADJ
fennia-46476	331	4	and	and	CCONJ
fennia-46476	331	5	regional	regional	ADJ
fennia-46476	331	6	analysis	analysis	NOUN
fennia-46476	331	7	.	.	PUNCT
fennia-46476	332	1	ashgate	ashgate	ADJ
fennia-46476	332	2	,	,	PUNCT
fennia-46476	332	3	aldershot	aldershot	PROPN
fennia-46476	332	4	.	.	PUNCT
fennia-46476	333	1	jaffe	jaffe	PROPN
fennia-46476	333	2	a	a	PRON
fennia-46476	333	3	,	,	PUNCT
fennia-46476	333	4	trajtenberg	trajtenberg	PROPN
fennia-46476	333	5	m	m	PROPN
fennia-46476	333	6	&	&	CCONJ
fennia-46476	333	7	henderson	henderson	PROPN
fennia-46476	333	8	r	r	PROPN
fennia-46476	333	9	1993	1993	NUM
fennia-46476	333	10	.	.	PUNCT
fennia-46476	334	1	geographic	geographic	ADJ
fennia-46476	334	2	localization	localization	NOUN
fennia-46476	334	3	of	of	ADP
fennia-46476	334	4	knowledge	knowledge	NOUN
fennia-46476	334	5	spillovers	spillover	NOUN
fennia-46476	334	6	as	as	SCONJ
fennia-46476	334	7	evidenced	evidence	VERB
fennia-46476	334	8	by	by	ADP
fennia-46476	334	9	patent	patent	NOUN
fennia-46476	334	10	citations	citation	NOUN
fennia-46476	334	11	.	.	PUNCT
fennia-46476	335	1	quarterly	quarterly	ADJ
fennia-46476	335	2	journal	journal	NOUN
fennia-46476	335	3	of	of	ADP
fennia-46476	335	4	economics	economic	NOUN
fennia-46476	335	5	108	108	NUM
fennia-46476	335	6	:	:	SYM
fennia-46476	335	7	3	3	NUM
fennia-46476	335	8	,	,	PUNCT
fennia-46476	335	9	577–598	577–598	NUM
fennia-46476	335	10	.	.	PUNCT
fennia-46476	336	1	http://dx.doi.org/10.2307/2118401	http://dx.doi.org/10.2307/2118401	PROPN
fennia-46476	336	2	.	.	PUNCT
fennia-46476	337	1	jauhiainen	jauhiainen	PROPN
fennia-46476	337	2	j	j	PROPN
fennia-46476	337	3	2008	2008	NUM
fennia-46476	337	4	.	.	PUNCT
fennia-46476	338	1	regional	regional	ADJ
fennia-46476	338	2	and	and	CCONJ
fennia-46476	338	3	innovation	innovation	NOUN
fennia-46476	338	4	policies	policy	NOUN
fennia-46476	338	5	in	in	ADP
fennia-46476	338	6	finland	finland	PROPN
fennia-46476	338	7	:	:	PUNCT
fennia-46476	338	8	towards	towards	ADP
fennia-46476	338	9	convergence	convergence	NOUN
fennia-46476	338	10	and/or	and/or	CCONJ
fennia-46476	338	11	mismatch	mismatch	VERB
fennia-46476	338	12	?	?	PUNCT
fennia-46476	339	1	regional	regional	ADJ
fennia-46476	339	2	studies	study	NOUN
fennia-46476	339	3	42	42	NUM
fennia-46476	339	4	:	:	SYM
fennia-46476	339	5	7	7	NUM
fennia-46476	339	6	,	,	PUNCT
fennia-46476	339	7	1031–1045	1031–1045	NUM
fennia-46476	339	8	.	.	PUNCT
fennia-46476	340	1	http://dx.doi.org/10.1080/00343400701543140	http://dx.doi.org/10.1080/00343400701543140	PROPN
fennia-46476	340	2	.	.	PUNCT
fennia-46476	341	1	jolliffe	jolliffe	VERB
fennia-46476	341	2	i	i	PRON
fennia-46476	341	3	2002	2002	NUM
fennia-46476	341	4	.	.	PUNCT
fennia-46476	342	1	principal	principal	ADJ
fennia-46476	342	2	component	component	NOUN
fennia-46476	342	3	analysis	analysis	NOUN
fennia-46476	342	4	.	.	PUNCT
fennia-46476	343	1	springer	springer	NOUN
fennia-46476	343	2	,	,	PUNCT
fennia-46476	343	3	new	new	PROPN
fennia-46476	343	4	york	york	PROPN
fennia-46476	343	5	.	.	PUNCT
fennia-46476	344	1	kehitysalueiden	kehitysalueiden	ADJ
fennia-46476	344	2	neuvottelukunta	neuvottelukunta	PROPN
fennia-46476	344	3	1973	1973	NUM
fennia-46476	344	4	.	.	PUNCT
fennia-46476	345	1	vyöhykejaon	vyöhykejaon	PROPN
fennia-46476	345	2	tutkimusryhmän	tutkimusryhmän	PROPN
fennia-46476	345	3	raportti	raportti	PROPN
fennia-46476	345	4	:	:	PUNCT
fennia-46476	345	5	selvitys	selvitys	ADJ
fennia-46476	345	6	kehittyneisyyden	kehittyneisyyden	PROPN
fennia-46476	345	7	alueellisista	alueellisista	PROPN
fennia-46476	345	8	eroista	eroista	PROPN
fennia-46476	345	9	ja	ja	PROPN
fennia-46476	345	10	aluejakovaihtoehdoista	aluejakovaihtoehdoista	PROPN
fennia-46476	345	11	aluepolitiikassa	aluepolitiikassa	PROPN
fennia-46476	345	12	.	.	PUNCT
fennia-46476	346	1	valtioneuvoston	valtioneuvoston	PROPN
fennia-46476	346	2	kanslian	kanslian	PROPN
fennia-46476	346	3	julkaisuja	julkaisuja	PROPN
fennia-46476	346	4	1973	1973	NUM
fennia-46476	346	5	:	:	PUNCT
fennia-46476	347	1	2	2	X
fennia-46476	347	2	.	.	X
fennia-46476	347	3	lehtonen	lehtonen	PROPN
fennia-46476	347	4	o	o	PROPN
fennia-46476	347	5	&	&	CCONJ
fennia-46476	347	6	tykkyläinen	tykkyläinen	PROPN
fennia-46476	347	7	m	m	PROPN
fennia-46476	347	8	2010	2010	NUM
fennia-46476	347	9	.	.	PUNCT
fennia-46476	348	1	self	self	NOUN
fennia-46476	348	2	-	-	PUNCT
fennia-46476	348	3	reinforcing	reinforce	VERB
fennia-46476	348	4	spatial	spatial	ADJ
fennia-46476	348	5	clusters	cluster	NOUN
fennia-46476	348	6	of	of	ADP
fennia-46476	348	7	migration	migration	NOUN
fennia-46476	348	8	and	and	CCONJ
fennia-46476	348	9	socio	socio	NOUN
fennia-46476	348	10	-	-	PUNCT
fennia-46476	348	11	economic	economic	ADJ
fennia-46476	348	12	conditions	condition	NOUN
fennia-46476	348	13	in	in	ADP
fennia-46476	348	14	finland	finland	PROPN
fennia-46476	348	15	1998–2006	1998–2006	NUM
fennia-46476	348	16	.	.	PUNCT
fennia-46476	349	1	journal	journal	PROPN
fennia-46476	349	2	of	of	ADP
fennia-46476	349	3	rural	rural	ADJ
fennia-46476	349	4	studies	study	NOUN
fennia-46476	349	5	26	26	NUM
fennia-46476	349	6	:	:	SYM
fennia-46476	349	7	4	4	NUM
fennia-46476	349	8	,	,	PUNCT
fennia-46476	349	9	361–373	361–373	NUM
fennia-46476	349	10	.	.	PUNCT
fennia-46476	350	1	http://dx.doi.org/10.1016/j.jrurstud.2010.02.003	http://dx.doi.org/10.1016/j.jrurstud.2010.02.003	NUM
fennia-46476	350	2	.	.	PUNCT
fennia-46476	351	1	lehtonen	lehtonen	PROPN
fennia-46476	351	2	o	o	PROPN
fennia-46476	351	3	&	&	CCONJ
fennia-46476	351	4	tykkyläinen	tykkyläinen	PROPN
fennia-46476	351	5	m	m	PROPN
fennia-46476	351	6	2011	2011	NUM
fennia-46476	351	7	.	.	PUNCT
fennia-46476	352	1	spatial	spatial	ADJ
fennia-46476	352	2	divergence	divergence	NOUN
fennia-46476	352	3	in	in	ADP
fennia-46476	352	4	living	living	NOUN
fennia-46476	352	5	standards	standard	NOUN
fennia-46476	352	6	during	during	ADP
fennia-46476	352	7	an	an	DET
fennia-46476	352	8	economic	economic	ADJ
fennia-46476	352	9	growth	growth	NOUN
fennia-46476	352	10	phase	phase	NOUN
fennia-46476	352	11	in	in	ADP
fennia-46476	352	12	the	the	DET
fennia-46476	352	13	periphery	periphery	NOUN
fennia-46476	352	14	:	:	PUNCT
fennia-46476	352	15	a	a	DET
fennia-46476	352	16	case	case	NOUN
fennia-46476	352	17	study	study	NOUN
fennia-46476	352	18	of	of	ADP
fennia-46476	352	19	north	north	PROPN
fennia-46476	352	20	karelia	karelia	PROPN
fennia-46476	352	21	.	.	PUNCT
fennia-46476	353	1	fennia	fennia	PROPN
fennia-46476	353	2	–	–	PUNCT
fennia-46476	353	3	international	international	ADJ
fennia-46476	353	4	journal	journal	NOUN
fennia-46476	353	5	of	of	ADP
fennia-46476	353	6	geography	geography	NOUN
fennia-46476	353	7	189	189	NUM
fennia-46476	353	8	:	:	SYM
fennia-46476	353	9	2	2	NUM
fennia-46476	353	10	,	,	PUNCT
fennia-46476	353	11	47–62	47–62	NUM
fennia-46476	353	12	.	.	PUNCT
fennia-46476	353	13	loikkanen	loikkanen	PROPN
fennia-46476	353	14	h	h	PROPN
fennia-46476	353	15	&	&	CCONJ
fennia-46476	353	16	susiluoto	susiluoto	PROPN
fennia-46476	353	17	i	i	PROPN
fennia-46476	353	18	2012	2012	NUM
fennia-46476	353	19	.	.	PUNCT
fennia-46476	354	1	suurimpien	suurimpien	PROPN
fennia-46476	354	2	seutukuntien	seutukuntien	PROPN
fennia-46476	354	3	kokonaistaloudellinen	kokonaistaloudellinen	PROPN
fennia-46476	354	4	kehitys	kehitys	PROPN
fennia-46476	354	5	1975	1975	NUM
fennia-46476	354	6	–	–	PUNCT
fennia-46476	354	7	2008	2008	NUM
fennia-46476	354	8	.	.	PUNCT
fennia-46476	355	1	helsingin	helsingin	NOUN
fennia-46476	355	2	kaupungin	kaupungin	PROPN
fennia-46476	355	3	tietokeskus	tietokeskus	PROPN
fennia-46476	355	4	,	,	PUNCT
fennia-46476	355	5	helsinki	helsinki	PROPN
fennia-46476	355	6	.	.	PUNCT
fennia-46476	356	1	makkonen	makkonen	PROPN
fennia-46476	356	2	t	t	PROPN
fennia-46476	356	3	2011	2011	NUM
fennia-46476	356	4	.	.	PUNCT
fennia-46476	357	1	innovation	innovation	NOUN
fennia-46476	357	2	and	and	CCONJ
fennia-46476	357	3	socio	socio	NOUN
fennia-46476	357	4	-	-	PUNCT
fennia-46476	357	5	economic	economic	ADJ
fennia-46476	357	6	development	development	NOUN
fennia-46476	357	7	:	:	PUNCT
fennia-46476	357	8	evidence	evidence	NOUN
fennia-46476	357	9	from	from	ADP
fennia-46476	357	10	the	the	DET
fennia-46476	357	11	finnish	finnish	ADJ
fennia-46476	357	12	local	local	ADJ
fennia-46476	357	13	administrative	administrative	ADJ
fennia-46476	357	14	units	unit	NOUN
fennia-46476	357	15	.	.	PUNCT
fennia-46476	358	1	bulletin	bulletin	NOUN
fennia-46476	358	2	of	of	ADP
fennia-46476	358	3	geography	geography	NOUN
fennia-46476	358	4	–	–	PUNCT
fennia-46476	358	5	socioeconomic	socioeconomic	ADJ
fennia-46476	358	6	series	series	NOUN
fennia-46476	358	7	15	15	NUM
fennia-46476	358	8	:	:	SYM
fennia-46476	358	9	1	1	NUM
fennia-46476	358	10	,	,	PUNCT
fennia-46476	358	11	27–42	27–42	NUM
fennia-46476	358	12	.	.	PUNCT
fennia-46476	358	13	http://dx.doi.org/10.2478/v10089-011-0002-0	http://dx.doi.org/10.2478/v10089-011-0002-0	PROPN
fennia-46476	358	14	.	.	PUNCT
fennia-46476	359	1	fennia	fennia	NOUN
fennia-46476	359	2	193	193	NUM
fennia-46476	359	3	:	:	SYM
fennia-46476	359	4	1	1	NUM
fennia-46476	359	5	(	(	PUNCT
fennia-46476	359	6	2015	2015	NUM
fennia-46476	359	7	)	)	PUNCT
fennia-46476	359	8	147geographical	147geographical	PROPN
fennia-46476	359	9	and	and	CCONJ
fennia-46476	359	10	temporal	temporal	ADJ
fennia-46476	359	11	variation	variation	NOUN
fennia-46476	359	12	of	of	ADP
fennia-46476	359	13	regional	regional	ADJ
fennia-46476	359	14	development	development	NOUN
fennia-46476	359	15	...	...	PUNCT
fennia-46476	359	16	makkonen	makkonen	PROPN
fennia-46476	359	17	t	t	PROPN
fennia-46476	359	18	&	&	CCONJ
fennia-46476	359	19	inkinen	inkinen	PROPN
fennia-46476	359	20	t	t	PROPN
fennia-46476	359	21	2013	2013	NUM
fennia-46476	359	22	.	.	PUNCT
fennia-46476	360	1	innovative	innovative	ADJ
fennia-46476	360	2	capacity	capacity	NOUN
fennia-46476	360	3	,	,	PUNCT
fennia-46476	360	4	educational	educational	ADJ
fennia-46476	360	5	attainment	attainment	ADJ
fennia-46476	360	6	and	and	CCONJ
fennia-46476	360	7	economic	economic	ADJ
fennia-46476	360	8	development	development	NOUN
fennia-46476	360	9	in	in	ADP
fennia-46476	360	10	the	the	DET
fennia-46476	360	11	european	european	PROPN
fennia-46476	360	12	union	union	PROPN
fennia-46476	360	13	:	:	PUNCT
fennia-46476	360	14	causal	causal	ADJ
fennia-46476	360	15	relations	relation	NOUN
fennia-46476	360	16	and	and	CCONJ
fennia-46476	360	17	geographical	geographical	ADJ
fennia-46476	360	18	variations	variation	NOUN
fennia-46476	360	19	.	.	PUNCT
fennia-46476	361	1	european	european	ADJ
fennia-46476	361	2	planning	planning	PROPN
fennia-46476	361	3	studies	study	NOUN
fennia-46476	361	4	21	21	NUM
fennia-46476	361	5	:	:	SYM
fennia-46476	361	6	12	12	NUM
fennia-46476	361	7	,	,	PUNCT
fennia-46476	361	8	1958–1976	1958–1976	NUM
fennia-46476	361	9	.	.	PUNCT
fennia-46476	362	1	http://dx.doi.org/10.1080/09654313.2012.722968	http://dx.doi.org/10.1080/09654313.2012.722968	PROPN
fennia-46476	362	2	.	.	PUNCT
fennia-46476	363	1	makkonen	makkonen	PROPN
fennia-46476	363	2	t	t	PROPN
fennia-46476	363	3	&	&	CCONJ
fennia-46476	363	4	van	van	PROPN
fennia-46476	363	5	der	der	PROPN
fennia-46476	363	6	have	have	VERB
fennia-46476	363	7	rp	rp	ADP
fennia-46476	363	8	2013	2013	NUM
fennia-46476	363	9	.	.	PUNCT
fennia-46476	364	1	benchmarking	benchmarke	VERB
fennia-46476	364	2	regional	regional	ADJ
fennia-46476	364	3	innovation	innovation	NOUN
fennia-46476	364	4	performance	performance	NOUN
fennia-46476	364	5	:	:	PUNCT
fennia-46476	364	6	composite	composite	ADJ
fennia-46476	364	7	measures	measure	NOUN
fennia-46476	364	8	and	and	CCONJ
fennia-46476	364	9	direct	direct	ADJ
fennia-46476	364	10	innovation	innovation	NOUN
fennia-46476	364	11	counts	count	NOUN
fennia-46476	364	12	.	.	PUNCT
fennia-46476	365	1	scientometrics	scientometrics	PROPN
fennia-46476	365	2	94	94	NUM
fennia-46476	365	3	:	:	SYM
fennia-46476	365	4	1	1	NUM
fennia-46476	365	5	,	,	PUNCT
fennia-46476	365	6	247–262	247–262	NUM
fennia-46476	365	7	.	.	PUNCT
fennia-46476	365	8	http://dx.doi.org/10.1007/s11192-012-0753-2	http://dx.doi.org/10.1007/s11192-012-0753-2	X
fennia-46476	365	9	.	.	PUNCT
fennia-46476	366	1	miettinen	miettinen	PROPN
fennia-46476	366	2	r	r	NOUN
fennia-46476	366	3	2002	2002	NUM
fennia-46476	366	4	.	.	PUNCT
fennia-46476	367	1	national	national	ADJ
fennia-46476	367	2	innovation	innovation	NOUN
fennia-46476	367	3	system	system	NOUN
fennia-46476	367	4	:	:	PUNCT
fennia-46476	367	5	scientific	scientific	ADJ
fennia-46476	367	6	concept	concept	NOUN
fennia-46476	367	7	or	or	CCONJ
fennia-46476	367	8	political	political	ADJ
fennia-46476	367	9	rhetoric	rhetoric	NOUN
fennia-46476	367	10	?	?	PUNCT
fennia-46476	368	1	edita	edita	PROPN
fennia-46476	368	2	,	,	PUNCT
fennia-46476	368	3	helsinki	helsinki	PROPN
fennia-46476	368	4	.	.	PUNCT
fennia-46476	368	5	mikkonen	mikkonen	PROPN
fennia-46476	369	1	k	k	PROPN
fennia-46476	369	2	2002	2002	NUM
fennia-46476	369	3	.	.	PUNCT
fennia-46476	370	1	the	the	DET
fennia-46476	370	2	competitive	competitive	ADJ
fennia-46476	370	3	advantage	advantage	NOUN
fennia-46476	370	4	of	of	ADP
fennia-46476	370	5	regions	region	NOUN
fennia-46476	370	6	and	and	CCONJ
fennia-46476	370	7	small	small	ADJ
fennia-46476	370	8	economic	economic	ADJ
fennia-46476	370	9	areas	area	NOUN
fennia-46476	370	10	:	:	PUNCT
fennia-46476	370	11	the	the	DET
fennia-46476	370	12	case	case	NOUN
fennia-46476	370	13	of	of	ADP
fennia-46476	370	14	finland	finland	PROPN
fennia-46476	370	15	.	.	PUNCT
fennia-46476	371	1	fennia	fennia	PROPN
fennia-46476	371	2	–	–	PUNCT
fennia-46476	371	3	international	international	ADJ
fennia-46476	371	4	journal	journal	NOUN
fennia-46476	371	5	of	of	ADP
fennia-46476	371	6	geography	geography	NOUN
fennia-46476	371	7	180	180	NUM
fennia-46476	371	8	:	:	SYM
fennia-46476	371	9	2	2	NUM
fennia-46476	371	10	,	,	PUNCT
fennia-46476	371	11	191–198	191–198	NUM
fennia-46476	371	12	.	.	PUNCT
fennia-46476	372	1	myrdal	myrdal	PROPN
fennia-46476	372	2	g	g	PROPN
fennia-46476	372	3	1969	1969	NUM
fennia-46476	372	4	.	.	PUNCT
fennia-46476	373	1	ekonomisk	ekonomisk	PROPN
fennia-46476	373	2	teori	teori	PROPN
fennia-46476	373	3	och	och	PROPN
fennia-46476	373	4	underutvecklade	underutvecklade	PROPN
fennia-46476	373	5	regioner	regioner	NOUN
fennia-46476	373	6	.	.	PUNCT
fennia-46476	374	1	tidens	tidens	PROPN
fennia-46476	374	2	förlag	förlag	PROPN
fennia-46476	374	3	,	,	PUNCT
fennia-46476	374	4	stockholm	stockholm	PROPN
fennia-46476	374	5	.	.	PUNCT
fennia-46476	375	1	monchuk	monchuk	PROPN
fennia-46476	375	2	d	d	PROPN
fennia-46476	375	3	&	&	CCONJ
fennia-46476	375	4	miranowski	miranowski	PROPN
fennia-46476	375	5	j	j	PROPN
fennia-46476	375	6	2010	2010	NUM
fennia-46476	375	7	.	.	PUNCT
fennia-46476	376	1	the	the	DET
fennia-46476	376	2	impact	impact	NOUN
fennia-46476	376	3	of	of	ADP
fennia-46476	376	4	local	local	ADJ
fennia-46476	376	5	innovation	innovation	NOUN
fennia-46476	376	6	and	and	CCONJ
fennia-46476	376	7	innovative	innovative	ADJ
fennia-46476	376	8	spillovers	spillover	NOUN
fennia-46476	376	9	on	on	ADP
fennia-46476	376	10	employment	employment	NOUN
fennia-46476	376	11	and	and	CCONJ
fennia-46476	376	12	population	population	NOUN
fennia-46476	376	13	growth	growth	NOUN
fennia-46476	376	14	in	in	ADP
fennia-46476	376	15	the	the	DET
fennia-46476	376	16	u.s	u.s	PROPN
fennia-46476	376	17	.	.	PROPN
fennia-46476	376	18	midwest	midwest	PROPN
fennia-46476	376	19	.	.	PUNCT
fennia-46476	377	1	journal	journal	PROPN
fennia-46476	377	2	of	of	ADP
fennia-46476	377	3	regional	regional	ADJ
fennia-46476	377	4	analysis	analysis	NOUN
fennia-46476	377	5	and	and	CCONJ
fennia-46476	377	6	policy	policy	NOUN
fennia-46476	377	7	40	40	NUM
fennia-46476	377	8	:	:	SYM
fennia-46476	377	9	1	1	NUM
fennia-46476	377	10	,	,	PUNCT
fennia-46476	377	11	61–70	61–70	NOUN
fennia-46476	377	12	.	.	PUNCT
fennia-46476	378	1	nonaka	nonaka	PROPN
fennia-46476	378	2	i	i	PROPN
fennia-46476	378	3	&	&	CCONJ
fennia-46476	378	4	takeuchi	takeuchi	PROPN
fennia-46476	378	5	h	h	PROPN
fennia-46476	378	6	1995	1995	NUM
fennia-46476	378	7	.	.	PUNCT
fennia-46476	379	1	the	the	DET
fennia-46476	379	2	knowledge	knowledge	NOUN
fennia-46476	379	3	-	-	PUNCT
fennia-46476	379	4	creating	create	VERB
fennia-46476	379	5	company	company	NOUN
fennia-46476	379	6	.	.	PUNCT
fennia-46476	380	1	oxford	oxford	PROPN
fennia-46476	380	2	university	university	PROPN
fennia-46476	380	3	press	press	NOUN
fennia-46476	380	4	,	,	PUNCT
fennia-46476	380	5	oxford	oxford	PROPN
fennia-46476	380	6	.	.	PUNCT
fennia-46476	381	1	oinas	oinas	PROPN
fennia-46476	381	2	p	p	PROPN
fennia-46476	381	3	2005	2005	NUM
fennia-46476	381	4	.	.	PUNCT
fennia-46476	382	1	finland	finland	PROPN
fennia-46476	382	2	:	:	PUNCT
fennia-46476	382	3	a	a	DET
fennia-46476	382	4	success	success	NOUN
fennia-46476	382	5	story	story	NOUN
fennia-46476	382	6	?	?	PUNCT
fennia-46476	383	1	european	european	ADJ
fennia-46476	383	2	planning	planning	NOUN
fennia-46476	383	3	studies	study	NOUN
fennia-46476	383	4	13	13	NUM
fennia-46476	383	5	:	:	SYM
fennia-46476	383	6	8	8	NUM
fennia-46476	383	7	,	,	PUNCT
fennia-46476	383	8	1227–1244	1227–1244	NUM
fennia-46476	383	9	.	.	PUNCT
fennia-46476	384	1	http://dx.doi.org/10.1080/09654310500336618	http://dx.doi.org/10.1080/09654310500336618	PROPN
fennia-46476	384	2	.	.	PUNCT
fennia-46476	385	1	piekkola	piekkola	PROPN
fennia-46476	385	2	h	h	PROPN
fennia-46476	385	3	2006	2006	NUM
fennia-46476	385	4	.	.	PUNCT
fennia-46476	386	1	knowledge	knowledge	NOUN
fennia-46476	386	2	and	and	CCONJ
fennia-46476	386	3	innovation	innovation	NOUN
fennia-46476	386	4	subsidies	subsidy	NOUN
fennia-46476	386	5	as	as	ADP
fennia-46476	386	6	engines	engine	NOUN
fennia-46476	386	7	of	of	ADP
fennia-46476	386	8	growth	growth	NOUN
fennia-46476	386	9	:	:	PUNCT
fennia-46476	386	10	the	the	DET
fennia-46476	386	11	competitiveness	competitiveness	NOUN
fennia-46476	386	12	of	of	ADP
fennia-46476	386	13	finnish	finnish	ADJ
fennia-46476	386	14	regions	region	NOUN
fennia-46476	386	15	.	.	PUNCT
fennia-46476	387	1	etla	etla	NOUN
fennia-46476	387	2	,	,	PUNCT
fennia-46476	387	3	helsinki	helsinki	PROPN
fennia-46476	387	4	.	.	PUNCT
fennia-46476	388	1	pike	pike	PROPN
fennia-46476	388	2	a	a	PRON
fennia-46476	388	3	,	,	PUNCT
fennia-46476	388	4	rodríguez	rodríguez	NOUN
fennia-46476	388	5	-	-	PUNCT
fennia-46476	388	6	pose	pose	VERB
fennia-46476	388	7	a	a	DET
fennia-46476	388	8	&	&	CCONJ
fennia-46476	388	9	tomaney	tomaney	NOUN
fennia-46476	388	10	j	j	PROPN
fennia-46476	388	11	2007	2007	NUM
fennia-46476	388	12	.	.	PUNCT
fennia-46476	389	1	what	what	PRON
fennia-46476	389	2	kind	kind	NOUN
fennia-46476	389	3	of	of	ADP
fennia-46476	389	4	local	local	ADJ
fennia-46476	389	5	and	and	CCONJ
fennia-46476	389	6	regional	regional	ADJ
fennia-46476	389	7	development	development	NOUN
fennia-46476	389	8	and	and	CCONJ
fennia-46476	389	9	for	for	ADP
fennia-46476	389	10	whom	whom	PRON
fennia-46476	389	11	?	?	PUNCT
fennia-46476	390	1	regional	regional	ADJ
fennia-46476	390	2	studies	study	NOUN
fennia-46476	390	3	41	41	NUM
fennia-46476	390	4	:	:	SYM
fennia-46476	390	5	9	9	NUM
fennia-46476	390	6	,	,	PUNCT
fennia-46476	390	7	1253–1269	1253–1269	NUM
fennia-46476	390	8	.	.	PUNCT
fennia-46476	391	1	http://dx.doi.org/10.1080/00343400701543355	http://dx.doi.org/10.1080/00343400701543355	PROPN
fennia-46476	391	2	.	.	PUNCT
fennia-46476	392	1	rantala	rantala	PROPN
fennia-46476	392	2	o	o	NOUN
fennia-46476	392	3	2001	2001	NUM
fennia-46476	392	4	.	.	PUNCT
fennia-46476	393	1	regional	regional	ADJ
fennia-46476	393	2	economic	economic	ADJ
fennia-46476	393	3	development	development	NOUN
fennia-46476	393	4	in	in	ADP
fennia-46476	393	5	finland	finland	PROPN
fennia-46476	393	6	in	in	ADP
fennia-46476	393	7	the	the	DET
fennia-46476	393	8	1990s	1990	NOUN
fennia-46476	393	9	and	and	CCONJ
fennia-46476	393	10	the	the	DET
fennia-46476	393	11	outlook	outlook	NOUN
fennia-46476	393	12	to	to	ADP
fennia-46476	393	13	2005	2005	NUM
fennia-46476	393	14	.	.	PUNCT
fennia-46476	394	1	finnish	finnish	ADJ
fennia-46476	394	2	economy	economy	NOUN
fennia-46476	394	3	and	and	CCONJ
fennia-46476	394	4	society	society	NOUN
fennia-46476	394	5	2	2	NUM
fennia-46476	394	6	,	,	PUNCT
fennia-46476	394	7	64–70	64–70	NUM
fennia-46476	394	8	.	.	PUNCT
fennia-46476	395	1	rodríguez	rodríguez	NOUN
fennia-46476	395	2	-	-	PUNCT
fennia-46476	395	3	pose	pose	VERB
fennia-46476	395	4	a	a	DET
fennia-46476	395	5	1999	1999	NUM
fennia-46476	395	6	.	.	PUNCT
fennia-46476	396	1	innovation	innovation	NOUN
fennia-46476	396	2	prone	prone	ADJ
fennia-46476	396	3	and	and	CCONJ
fennia-46476	396	4	innovation	innovation	NOUN
fennia-46476	396	5	averse	averse	ADJ
fennia-46476	396	6	societies	society	NOUN
fennia-46476	396	7	:	:	PUNCT
fennia-46476	396	8	economic	economic	ADJ
fennia-46476	396	9	performance	performance	NOUN
fennia-46476	396	10	in	in	ADP
fennia-46476	396	11	europe	europe	PROPN
fennia-46476	396	12	.	.	PUNCT
fennia-46476	397	1	growth	growth	NOUN
fennia-46476	397	2	and	and	CCONJ
fennia-46476	397	3	change	change	VERB
fennia-46476	397	4	30	30	NUM
fennia-46476	397	5	:	:	SYM
fennia-46476	397	6	1	1	NUM
fennia-46476	397	7	,	,	PUNCT
fennia-46476	397	8	75–105	75–105	PROPN
fennia-46476	397	9	.	.	PUNCT
fennia-46476	398	1	http://dx.doi.org/10.1111/0017-4815.00105	http://dx.doi.org/10.1111/0017-4815.00105	PROPN
fennia-46476	398	2	.	.	PUNCT
fennia-46476	399	1	romanainen	romanainen	PROPN
fennia-46476	399	2	j	j	PROPN
fennia-46476	399	3	2001	2001	NUM
fennia-46476	399	4	.	.	PUNCT
fennia-46476	400	1	the	the	DET
fennia-46476	400	2	cluster	cluster	NOUN
fennia-46476	400	3	approach	approach	NOUN
fennia-46476	400	4	in	in	ADP
fennia-46476	400	5	finnish	finnish	ADJ
fennia-46476	400	6	technology	technology	NOUN
fennia-46476	400	7	policy	policy	NOUN
fennia-46476	400	8	.	.	PUNCT
fennia-46476	401	1	in	in	ADP
fennia-46476	401	2	den	den	PROPN
fennia-46476	401	3	hertog	hertog	PROPN
fennia-46476	401	4	p	p	X
fennia-46476	401	5	,	,	PUNCT
fennia-46476	401	6	remoe	remoe	PROPN
fennia-46476	401	7	s	s	PROPN
fennia-46476	401	8	,	,	PUNCT
fennia-46476	401	9	bergman	bergman	PROPN
fennia-46476	401	10	e	e	PROPN
fennia-46476	401	11	&	&	CCONJ
fennia-46476	401	12	charles	charles	PROPN
fennia-46476	401	13	d	d	PROPN
fennia-46476	401	14	(	(	PUNCT
fennia-46476	401	15	eds	ed	NOUN
fennia-46476	401	16	)	)	PUNCT
fennia-46476	401	17	.	.	PUNCT
fennia-46476	402	1	innovative	innovative	ADJ
fennia-46476	402	2	clusters	cluster	NOUN
fennia-46476	402	3	:	:	PUNCT
fennia-46476	402	4	drivers	driver	NOUN
fennia-46476	402	5	of	of	ADP
fennia-46476	402	6	national	national	ADJ
fennia-46476	402	7	innovation	innovation	NOUN
fennia-46476	402	8	systems	system	NOUN
fennia-46476	402	9	,	,	PUNCT
fennia-46476	402	10	377–388	377–388	NUM
fennia-46476	402	11	.	.	PUNCT
fennia-46476	403	1	oecd	oecd	PROPN
fennia-46476	403	2	,	,	PUNCT
fennia-46476	403	3	paris	paris	PROPN
fennia-46476	403	4	.	.	PUNCT
fennia-46476	404	1	shearmur	shearmur	ADJ
fennia-46476	404	2	r	r	NOUN
fennia-46476	404	3	2011	2011	NUM
fennia-46476	404	4	.	.	PUNCT
fennia-46476	405	1	innovation	innovation	NOUN
fennia-46476	405	2	,	,	PUNCT
fennia-46476	405	3	regions	region	NOUN
fennia-46476	405	4	and	and	CCONJ
fennia-46476	405	5	proximity	proximity	NOUN
fennia-46476	405	6	:	:	PUNCT
fennia-46476	405	7	from	from	ADP
fennia-46476	405	8	neo	neo	NOUN
fennia-46476	405	9	-	-	NOUN
fennia-46476	405	10	regionalism	regionalism	NOUN
fennia-46476	405	11	to	to	ADP
fennia-46476	405	12	spatial	spatial	ADJ
fennia-46476	405	13	analysis	analysis	NOUN
fennia-46476	405	14	.	.	PUNCT
fennia-46476	406	1	regional	regional	ADJ
fennia-46476	406	2	studies	study	NOUN
fennia-46476	406	3	45	45	NUM
fennia-46476	406	4	:	:	SYM
fennia-46476	406	5	9	9	NUM
fennia-46476	406	6	,	,	PUNCT
fennia-46476	406	7	1225–1243	1225–1243	NUM
fennia-46476	406	8	.	.	PUNCT
fennia-46476	407	1	http://dx.doi.org/10.1080/00343404.2010.484416	http://dx.doi.org/10.1080/00343404.2010.484416	VERB
fennia-46476	407	2	.	.	PUNCT
fennia-46476	408	1	siirilä	siirilä	PROPN
fennia-46476	408	2	s	s	PROPN
fennia-46476	408	3	,	,	PUNCT
fennia-46476	408	4	hautamäki	hautamäki	PROPN
fennia-46476	408	5	l	l	NOUN
fennia-46476	408	6	,	,	PUNCT
fennia-46476	408	7	kuittinen	kuittinen	PROPN
fennia-46476	408	8	j	j	PROPN
fennia-46476	408	9	&	&	CCONJ
fennia-46476	408	10	keski	keski	PROPN
fennia-46476	408	11	-	-	PUNCT
fennia-46476	408	12	petäjä	petäjä	PROPN
fennia-46476	408	13	t	t	PROPN
fennia-46476	408	14	1990	1990	NUM
fennia-46476	408	15	.	.	PUNCT
fennia-46476	409	1	regional	regional	ADJ
fennia-46476	409	2	well	well	ADV
fennia-46476	409	3	-	-	PUNCT
fennia-46476	409	4	being	be	AUX
fennia-46476	409	5	variations	variation	NOUN
fennia-46476	409	6	in	in	ADP
fennia-46476	409	7	finland	finland	PROPN
fennia-46476	409	8	.	.	PUNCT
fennia-46476	410	1	fennia	fennia	PROPN
fennia-46476	410	2	–	–	PUNCT
fennia-46476	410	3	international	international	ADJ
fennia-46476	410	4	journal	journal	NOUN
fennia-46476	410	5	of	of	ADP
fennia-46476	410	6	geography	geography	NOUN
fennia-46476	410	7	168	168	NUM
fennia-46476	410	8	:	:	PUNCT
fennia-46476	410	9	2	2	NUM
fennia-46476	410	10	,	,	PUNCT
fennia-46476	410	11	179–200	179–200	NUM
fennia-46476	410	12	.	.	PUNCT
fennia-46476	411	1	siirilä	siirilä	PROPN
fennia-46476	411	2	s	s	PROPN
fennia-46476	411	3	,	,	PUNCT
fennia-46476	411	4	vaattovaara	vaattovaara	PROPN
fennia-46476	411	5	m	m	PROPN
fennia-46476	411	6	&	&	CCONJ
fennia-46476	411	7	viljanen	viljanen	PROPN
fennia-46476	411	8	v	v	ADP
fennia-46476	411	9	2002	2002	NUM
fennia-46476	411	10	.	.	PUNCT
fennia-46476	412	1	well	well	ADV
fennia-46476	412	2	-	-	PUNCT
fennia-46476	412	3	being	being	NOUN
fennia-46476	412	4	in	in	ADP
fennia-46476	412	5	finland	finland	PROPN
fennia-46476	412	6	:	:	PUNCT
fennia-46476	412	7	a	a	DET
fennia-46476	412	8	comparison	comparison	NOUN
fennia-46476	412	9	of	of	ADP
fennia-46476	412	10	municipalities	municipality	NOUN
fennia-46476	412	11	and	and	CCONJ
fennia-46476	412	12	residential	residential	ADJ
fennia-46476	412	13	differentiation	differentiation	NOUN
fennia-46476	412	14	in	in	ADP
fennia-46476	412	15	two	two	NUM
fennia-46476	412	16	cities	city	NOUN
fennia-46476	412	17	.	.	PUNCT
fennia-46476	413	1	fennia	fennia	NOUN
fennia-46476	413	2	–	–	PUNCT
fennia-46476	413	3	international	international	ADJ
fennia-46476	413	4	journal	journal	NOUN
fennia-46476	413	5	of	of	ADP
fennia-46476	413	6	geography	geography	NOUN
fennia-46476	413	7	180	180	NUM
fennia-46476	413	8	:	:	SYM
fennia-46476	413	9	2	2	NUM
fennia-46476	413	10	,	,	PUNCT
fennia-46476	413	11	141–149	141–149	NUM
fennia-46476	413	12	.	.	PUNCT
fennia-46476	414	1	simonen	simonen	PROPN
fennia-46476	414	2	j	j	PROPN
fennia-46476	414	3	&	&	CCONJ
fennia-46476	414	4	mccann	mccann	PROPN
fennia-46476	414	5	p	p	PROPN
fennia-46476	414	6	2010	2010	NUM
fennia-46476	414	7	.	.	PUNCT
fennia-46476	415	1	knowledge	knowledge	NOUN
fennia-46476	415	2	transfer	transfer	NOUN
fennia-46476	415	3	and	and	CCONJ
fennia-46476	415	4	innovations	innovation	NOUN
fennia-46476	415	5	:	:	PUNCT
fennia-46476	415	6	the	the	DET
fennia-46476	415	7	role	role	NOUN
fennia-46476	415	8	of	of	ADP
fennia-46476	415	9	the	the	DET
fennia-46476	415	10	labour	labour	PROPN
fennia-46476	415	11	markets	market	NOUN
fennia-46476	415	12	r&d	r&d	PROPN
fennia-46476	415	13	co	co	NOUN
fennia-46476	415	14	-	-	NOUN
fennia-46476	415	15	operation	operation	NOUN
fennia-46476	415	16	between	between	ADP
fennia-46476	415	17	agents	agent	NOUN
fennia-46476	415	18	and	and	CCONJ
fennia-46476	415	19	institutions	institution	NOUN
fennia-46476	415	20	.	.	PUNCT
fennia-46476	416	1	papers	paper	NOUN
fennia-46476	416	2	in	in	ADP
fennia-46476	416	3	regional	regional	ADJ
fennia-46476	416	4	science	science	NOUN
fennia-46476	416	5	89	89	NUM
fennia-46476	416	6	:	:	SYM
fennia-46476	416	7	2	2	NUM
fennia-46476	416	8	,	,	PUNCT
fennia-46476	416	9	295–309	295–309	NUM
fennia-46476	416	10	.	.	PUNCT
fennia-46476	417	1	http://dx.doi.org/10.1111/j.1435-5957.2010.00299.x	http://dx.doi.org/10.1111/j.1435-5957.2010.00299.x	INTJ
fennia-46476	417	2	.	.	PUNCT
fennia-46476	418	1	sotarauta	sotarauta	PROPN
fennia-46476	418	2	m	m	PROPN
fennia-46476	418	3	&	&	CCONJ
fennia-46476	418	4	kautonen	kautonen	PROPN
fennia-46476	418	5	m	m	PROPN
fennia-46476	418	6	2007	2007	NUM
fennia-46476	418	7	.	.	PUNCT
fennia-46476	419	1	co	co	NOUN
fennia-46476	419	2	-	-	NOUN
fennia-46476	419	3	evolution	evolution	NOUN
fennia-46476	419	4	of	of	ADP
fennia-46476	419	5	the	the	DET
fennia-46476	419	6	finnish	finnish	ADJ
fennia-46476	419	7	national	national	ADJ
fennia-46476	419	8	and	and	CCONJ
fennia-46476	419	9	local	local	ADJ
fennia-46476	419	10	innovation	innovation	NOUN
fennia-46476	419	11	policy	policy	NOUN
fennia-46476	419	12	approach	approach	NOUN
fennia-46476	419	13	.	.	PUNCT
fennia-46476	420	1	regional	regional	ADJ
fennia-46476	420	2	studies	study	NOUN
fennia-46476	420	3	41	41	NUM
fennia-46476	420	4	:	:	SYM
fennia-46476	420	5	8	8	NUM
fennia-46476	420	6	,	,	PUNCT
fennia-46476	420	7	1085–1098	1085–1098	NUM
fennia-46476	420	8	.	.	PUNCT
fennia-46476	421	1	http://dx.doi.org/10.1080/00343400701292284	http://dx.doi.org/10.1080/00343400701292284	PROPN
fennia-46476	421	2	.	.	PUNCT
fennia-46476	422	1	sternberg	sternberg	PROPN
fennia-46476	422	2	r	r	PROPN
fennia-46476	422	3	2009	2009	NUM
fennia-46476	422	4	.	.	PUNCT
fennia-46476	423	1	innovation	innovation	NOUN
fennia-46476	423	2	.	.	PUNCT
fennia-46476	424	1	in	in	ADP
fennia-46476	424	2	kitchin	kitchin	PROPN
fennia-46476	424	3	r	r	PROPN
fennia-46476	424	4	&	&	CCONJ
fennia-46476	424	5	thrift	thrift	PROPN
fennia-46476	424	6	n	n	CCONJ
fennia-46476	424	7	(	(	PUNCT
fennia-46476	424	8	eds	ed	NOUN
fennia-46476	424	9	)	)	PUNCT
fennia-46476	424	10	.	.	PUNCT
fennia-46476	425	1	international	international	ADJ
fennia-46476	425	2	encyclopedia	encyclopedia	NOUN
fennia-46476	425	3	of	of	ADP
fennia-46476	425	4	human	human	ADJ
fennia-46476	425	5	geography	geography	NOUN
fennia-46476	425	6	,	,	PUNCT
fennia-46476	425	7	481–490	481–490	NUM
fennia-46476	425	8	.	.	PUNCT
fennia-46476	426	1	elsevier	elsevier	PROPN
fennia-46476	426	2	,	,	PUNCT
fennia-46476	426	3	amsterdam	amsterdam	PROPN
fennia-46476	426	4	.	.	PUNCT
fennia-46476	427	1	sternberg	sternberg	PROPN
fennia-46476	427	2	r	r	PROPN
fennia-46476	427	3	&	&	CCONJ
fennia-46476	427	4	arndt	arndt	PROPN
fennia-46476	427	5	o	o	PROPN
fennia-46476	427	6	2001	2001	NUM
fennia-46476	427	7	.	.	PUNCT
fennia-46476	428	1	the	the	DET
fennia-46476	428	2	firm	firm	NOUN
fennia-46476	428	3	or	or	CCONJ
fennia-46476	428	4	region	region	NOUN
fennia-46476	428	5	:	:	PUNCT
fennia-46476	428	6	what	what	PRON
fennia-46476	428	7	determines	determine	VERB
fennia-46476	428	8	the	the	DET
fennia-46476	428	9	innovation	innovation	NOUN
fennia-46476	428	10	behaviour	behaviour	NOUN
fennia-46476	428	11	of	of	ADP
fennia-46476	428	12	european	european	ADJ
fennia-46476	428	13	firms	firm	NOUN
fennia-46476	428	14	?	?	PUNCT
fennia-46476	429	1	economic	economic	ADJ
fennia-46476	429	2	geography	geography	NOUN
fennia-46476	429	3	77	77	NUM
fennia-46476	429	4	:	:	SYM
fennia-46476	429	5	4	4	NUM
fennia-46476	429	6	,	,	PUNCT
fennia-46476	429	7	364–382	364–382	NUM
fennia-46476	429	8	.	.	PUNCT
fennia-46476	429	9	http://dx.doi.org/10.1111/j.1944-8287.2001.tb00170.x	http://dx.doi.org/10.1111/j.1944-8287.2001.tb00170.x	PROPN
fennia-46476	429	10	.	.	PUNCT
fennia-46476	430	1	tabachnick	tabachnick	PROPN
fennia-46476	430	2	b	b	PROPN
fennia-46476	430	3	&	&	CCONJ
fennia-46476	430	4	fidell	fidell	PROPN
fennia-46476	430	5	l	l	PROPN
fennia-46476	430	6	2007	2007	NUM
fennia-46476	430	7	.	.	PUNCT
fennia-46476	431	1	using	use	VERB
fennia-46476	431	2	multivariate	multivariate	NOUN
fennia-46476	431	3	statistics	statistic	NOUN
fennia-46476	431	4	.	.	PUNCT
fennia-46476	432	1	pearson	pearson	PROPN
fennia-46476	432	2	education	education	PROPN
fennia-46476	432	3	,	,	PUNCT
fennia-46476	432	4	boston	boston	PROPN
fennia-46476	432	5	.	.	PUNCT
fennia-46476	433	1	tervo	tervo	PROPN
fennia-46476	433	2	h	h	PROPN
fennia-46476	433	3	2005	2005	NUM
fennia-46476	433	4	.	.	PUNCT
fennia-46476	434	1	regional	regional	ADJ
fennia-46476	434	2	policy	policy	NOUN
fennia-46476	434	3	lessons	lesson	NOUN
fennia-46476	434	4	from	from	ADP
fennia-46476	434	5	finland	finland	PROPN
fennia-46476	434	6	.	.	PUNCT
fennia-46476	435	1	in	in	ADP
fennia-46476	435	2	felsenstein	felsenstein	PROPN
fennia-46476	435	3	d	d	PROPN
fennia-46476	435	4	&	&	CCONJ
fennia-46476	435	5	portnov	portnov	PROPN
fennia-46476	435	6	b	b	PROPN
fennia-46476	435	7	(	(	PUNCT
fennia-46476	435	8	eds	ed	NOUN
fennia-46476	435	9	)	)	PUNCT
fennia-46476	435	10	.	.	PUNCT
fennia-46476	436	1	regional	regional	ADJ
fennia-46476	436	2	disparities	disparity	NOUN
fennia-46476	436	3	in	in	ADP
fennia-46476	436	4	small	small	ADJ
fennia-46476	436	5	countries	country	NOUN
fennia-46476	436	6	,	,	PUNCT
fennia-46476	436	7	267–282	267–282	NUM
fennia-46476	436	8	.	.	PUNCT
fennia-46476	436	9	springer	springer	NOUN
fennia-46476	436	10	-	-	PUNCT
fennia-46476	436	11	verlag	verlag	PROPN
fennia-46476	436	12	,	,	PUNCT
fennia-46476	436	13	berlin	berlin	PROPN
fennia-46476	436	14	.	.	PUNCT
fennia-46476	437	1	tödtling	tödtle	VERB
fennia-46476	437	2	f	f	PROPN
fennia-46476	437	3	&	&	CCONJ
fennia-46476	437	4	trippl	trippl	PROPN
fennia-46476	437	5	m	m	PROPN
fennia-46476	437	6	2005	2005	NUM
fennia-46476	437	7	.	.	PUNCT
fennia-46476	438	1	one	one	NUM
fennia-46476	438	2	size	size	NOUN
fennia-46476	438	3	fits	fit	VERB
fennia-46476	438	4	all	all	PRON
fennia-46476	438	5	:	:	PUNCT
fennia-46476	438	6	towards	towards	ADP
fennia-46476	438	7	a	a	DET
fennia-46476	438	8	differentiated	differentiated	ADJ
fennia-46476	438	9	regional	regional	ADJ
fennia-46476	438	10	innovation	innovation	NOUN
fennia-46476	438	11	policy	policy	NOUN
fennia-46476	438	12	approach	approach	NOUN
fennia-46476	438	13	.	.	PUNCT
fennia-46476	439	1	research	research	NOUN
fennia-46476	439	2	policy	policy	NOUN
fennia-46476	439	3	34	34	NUM
fennia-46476	439	4	:	:	SYM
fennia-46476	439	5	8	8	NUM
fennia-46476	439	6	,	,	PUNCT
fennia-46476	439	7	1203–1219	1203–1219	NUM
fennia-46476	439	8	.	.	PUNCT
fennia-46476	440	1	http://dx.doi.org/10.1016/j.respol.2005.01.018	http://dx.doi.org/10.1016/j.respol.2005.01.018	NOUN
fennia-46476	440	2	.	.	PUNCT
fennia-46476	441	1	valovirta	valovirta	PROPN
fennia-46476	441	2	v	v	NOUN
fennia-46476	441	3	,	,	PUNCT
fennia-46476	441	4	pesonen	pesonen	NOUN
fennia-46476	441	5	p	p	NOUN
fennia-46476	441	6	,	,	PUNCT
fennia-46476	441	7	halonen	halonen	NOUN
fennia-46476	441	8	m	m	PROPN
fennia-46476	441	9	,	,	PUNCT
fennia-46476	441	10	van	van	PROPN
fennia-46476	441	11	der	der	NOUN
fennia-46476	441	12	have	have	VERB
fennia-46476	441	13	rp	rp	NOUN
fennia-46476	441	14	&	&	CCONJ
fennia-46476	441	15	ahlqvist	ahlqvist	PROPN
fennia-46476	441	16	t	t	PROPN
fennia-46476	441	17	2009	2009	NUM
fennia-46476	441	18	.	.	PUNCT
fennia-46476	442	1	suomalaisten	suomalaisten	VERB
fennia-46476	442	2	innovaatioiden	innovaatioiden	ADJ
fennia-46476	442	3	maantiede	maantiede	NOUN
fennia-46476	442	4	.	.	PUNCT
fennia-46476	443	1	työja	työja	NOUN
fennia-46476	443	2	elinkeinoministeriö	elinkeinoministeriö	PROPN
fennia-46476	443	3	,	,	PUNCT
fennia-46476	443	4	helsinki	helsinki	PROPN
fennia-46476	443	5	.	.	PUNCT
fennia-46476	444	1	van	van	PROPN
fennia-46476	444	2	oort	oort	NOUN
fennia-46476	444	3	f	f	PROPN
fennia-46476	444	4	2002	2002	NUM
fennia-46476	444	5	.	.	PUNCT
fennia-46476	445	1	innovation	innovation	NOUN
fennia-46476	445	2	and	and	CCONJ
fennia-46476	445	3	agglomeration	agglomeration	NOUN
fennia-46476	445	4	economies	economy	NOUN
fennia-46476	445	5	in	in	ADP
fennia-46476	445	6	the	the	DET
fennia-46476	445	7	netherlands	netherlands	PROPN
fennia-46476	445	8	.	.	PUNCT
fennia-46476	446	1	tijdschrift	tijdschrift	PROPN
fennia-46476	446	2	voor	voor	PROPN
fennia-46476	446	3	economische	economische	PROPN
fennia-46476	446	4	en	en	PROPN
fennia-46476	446	5	sociale	sociale	PROPN
fennia-46476	446	6	geografie	geografie	PROPN
fennia-46476	446	7	93	93	NUM
fennia-46476	446	8	:	:	SYM
fennia-46476	446	9	3	3	NUM
fennia-46476	446	10	,	,	PUNCT
fennia-46476	446	11	344	344	NUM
fennia-46476	446	12	–	–	PUNCT
fennia-46476	446	13	360	360	NUM
fennia-46476	446	14	.	.	PUNCT
fennia-46476	447	1	http://dx.doi.org/10.1111/1467-9663.00207	http://dx.doi.org/10.1111/1467-9663.00207	NOUN
fennia-46476	447	2	.	.	PUNCT
fennia-46476	448	1	varga	varga	PROPN
fennia-46476	448	2	a	a	DET
fennia-46476	448	3	2000	2000	NUM
fennia-46476	448	4	.	.	PUNCT
fennia-46476	449	1	local	local	ADJ
fennia-46476	449	2	academic	academic	ADJ
fennia-46476	449	3	knowledge	knowledge	NOUN
fennia-46476	449	4	transfers	transfer	NOUN
fennia-46476	449	5	and	and	CCONJ
fennia-46476	449	6	the	the	DET
fennia-46476	449	7	concentration	concentration	NOUN
fennia-46476	449	8	of	of	ADP
fennia-46476	449	9	economic	economic	ADJ
fennia-46476	449	10	activity	activity	NOUN
fennia-46476	449	11	.	.	PUNCT
fennia-46476	450	1	journal	journal	NOUN
fennia-46476	450	2	of	of	ADP
fennia-46476	450	3	regional	regional	ADJ
fennia-46476	450	4	science	science	NOUN
fennia-46476	450	5	40	40	NUM
fennia-46476	450	6	:	:	SYM
fennia-46476	450	7	2	2	NUM
fennia-46476	450	8	,	,	PUNCT
fennia-46476	450	9	289–309	289–309	NUM
fennia-46476	450	10	.	.	PUNCT
fennia-46476	451	1	http://dx.doi.org/10.1111/0022-4146.00175	http://dx.doi.org/10.1111/0022-4146.00175	PROPN
fennia-46476	451	2	.	.	PUNCT
fennia-46476	452	1	webster	webster	PROPN
fennia-46476	452	2	f	f	PROPN
fennia-46476	452	3	2002	2002	NUM
fennia-46476	452	4	.	.	PUNCT
fennia-46476	453	1	theories	theory	NOUN
fennia-46476	453	2	of	of	ADP
fennia-46476	453	3	information	information	NOUN
fennia-46476	453	4	society	society	NOUN
fennia-46476	453	5	.	.	PUNCT
fennia-46476	454	1	routledge	routledge	PROPN
fennia-46476	454	2	,	,	PUNCT
fennia-46476	454	3	london	london	PROPN
fennia-46476	454	4	.	.	PUNCT
fennia-46476	455	1	yli	yli	PROPN
fennia-46476	455	2	-	-	NOUN
fennia-46476	455	3	jokipii	jokipii	NOUN
fennia-46476	455	4	p	p	PROPN
fennia-46476	455	5	2005	2005	NUM
fennia-46476	455	6	.	.	PUNCT
fennia-46476	456	1	suomen	suomen	PROPN
fennia-46476	456	2	alueellinen	alueellinen	PROPN
fennia-46476	456	3	kehittyneisyys	kehittyneisyys	PROPN
fennia-46476	456	4	ja	ja	PROPN
fennia-46476	456	5	aluepolitiikka	aluepolitiikka	VERB
fennia-46476	456	6	maantieteen	maantieteen	PROPN
fennia-46476	456	7	tutkimuskohteena	tutkimuskohteena	PROPN
fennia-46476	456	8	.	.	PUNCT
fennia-46476	457	1	in	in	ADP
fennia-46476	457	2	moisio	moisio	NOUN
fennia-46476	457	3	s	s	PART
fennia-46476	457	4	(	(	PUNCT
fennia-46476	457	5	ed	ed	NOUN
fennia-46476	457	6	)	)	PUNCT
fennia-46476	457	7	.	.	PUNCT
fennia-46476	458	1	maantiede	maantiede	PROPN
fennia-46476	458	2	mun	mun	PROPN
fennia-46476	458	3	silmäni	silmäni	PROPN
fennia-46476	458	4	avaa	avaa	PROPN
fennia-46476	458	5	,	,	PUNCT
fennia-46476	458	6	maapalloa	maapalloa	PROPN
fennia-46476	458	7	katselemaan	katselemaan	PROPN
fennia-46476	458	8	,	,	PUNCT
fennia-46476	458	9	9–21	9–21	PROPN
fennia-46476	458	10	.	.	PUNCT
fennia-46476	459	1	turun	turun	PROPN
fennia-46476	459	2	yliopisto	yliopisto	PROPN
fennia-46476	459	3	,	,	PUNCT
fennia-46476	459	4	turku	turku	PROPN
fennia-46476	459	5	.	.	PUNCT