id	sid	tid	token	lemma	pos
fennia-3849	1	1	urn	urn	NOUN
fennia-3849	1	2	:	:	PUNCT
fennia-3849	1	3	nbn	nbn	NOUN
fennia-3849	1	4	:	:	PUNCT
fennia-3849	1	5	fi	fi	NOUN
fennia-3849	1	6	:	:	PUNCT
fennia-3849	1	7	tsv	tsv	NOUN
fennia-3849	1	8	-	-	PUNCT
fennia-3849	1	9	oa3849	oa3849	ADJ
fennia-3849	1	10	spatial	spatial	ADJ
fennia-3849	1	11	divergence	divergence	NOUN
fennia-3849	1	12	in	in	ADP
fennia-3849	1	13	living	living	NOUN
fennia-3849	1	14	standards	standard	NOUN
fennia-3849	1	15	during	during	ADP
fennia-3849	1	16	an	an	DET
fennia-3849	1	17	economic	economic	ADJ
fennia-3849	1	18	growth	growth	NOUN
fennia-3849	1	19	phase	phase	NOUN
fennia-3849	1	20	in	in	ADP
fennia-3849	1	21	the	the	DET
fennia-3849	1	22	periphery	periphery	NOUN
fennia-3849	1	23	:	:	PUNCT
fennia-3849	1	24	a	a	DET
fennia-3849	1	25	case	case	NOUN
fennia-3849	1	26	study	study	NOUN
fennia-3849	1	27	of	of	ADP
fennia-3849	1	28	north	north	PROPN
fennia-3849	1	29	karelia	karelia	PROPN
fennia-3849	1	30	olli	olli	PROPN
fennia-3849	1	31	lehtonen	lehtonen	PROPN
fennia-3849	1	32	&	&	CCONJ
fennia-3849	1	33	markku	markku	PROPN
fennia-3849	1	34	tykkyläinen	tykkyläinen	PROPN
fennia-3849	1	35	lehtonen	lehtonen	PROPN
fennia-3849	1	36	,	,	PUNCT
fennia-3849	1	37	olli	olli	PROPN
fennia-3849	1	38	&	&	CCONJ
fennia-3849	1	39	markku	markku	PROPN
fennia-3849	1	40	tykkyläinen	tykkyläinen	PROPN
fennia-3849	1	41	(	(	PUNCT
fennia-3849	1	42	2011	2011	NUM
fennia-3849	1	43	)	)	PUNCT
fennia-3849	1	44	.	.	PUNCT
fennia-3849	2	1	spatial	spatial	ADJ
fennia-3849	2	2	divergence	divergence	NOUN
fennia-3849	2	3	in	in	ADP
fennia-3849	2	4	living	living	NOUN
fennia-3849	2	5	standards	standard	NOUN
fennia-3849	2	6	during	during	ADP
fennia-3849	2	7	an	an	DET
fennia-3849	2	8	economic	economic	ADJ
fennia-3849	2	9	growth	growth	NOUN
fennia-3849	2	10	phase	phase	NOUN
fennia-3849	2	11	in	in	ADP
fennia-3849	2	12	the	the	DET
fennia-3849	2	13	periphery	periphery	NOUN
fennia-3849	2	14	:	:	PUNCT
fennia-3849	2	15	a	a	DET
fennia-3849	2	16	case	case	NOUN
fennia-3849	2	17	study	study	NOUN
fennia-3849	2	18	of	of	ADP
fennia-3849	2	19	north	north	PROPN
fennia-3849	2	20	karelia	karelia	PROPN
fennia-3849	2	21	.	.	PUNCT
fennia-3849	3	1	fennia	fennia	PROPN
fennia-3849	3	2	189	189	NUM
fennia-3849	3	3	:	:	SYM
fennia-3849	3	4	2	2	NUM
fennia-3849	3	5	,	,	PUNCT
fennia-3849	3	6	pp	pp	ADJ
fennia-3849	3	7	.	.	PUNCT
fennia-3849	4	1	47−62	47−62	PROPN
fennia-3849	4	2	.	.	PUNCT
fennia-3849	5	1	helsinki	helsinki	PROPN
fennia-3849	5	2	.	.	PUNCT
fennia-3849	6	1	issn	issn	PROPN
fennia-3849	6	2	0015	0015	NUM
fennia-3849	6	3	-	-	PUNCT
fennia-3849	6	4	0010	0010	NUM
fennia-3849	6	5	.	.	PUNCT
fennia-3849	7	1	the	the	DET
fennia-3849	7	2	advisability	advisability	NOUN
fennia-3849	7	3	of	of	ADP
fennia-3849	7	4	an	an	DET
fennia-3849	7	5	urban	urban	ADJ
fennia-3849	7	6	-	-	PUNCT
fennia-3849	7	7	centred	centre	VERB
fennia-3849	7	8	growth	growth	NOUN
fennia-3849	7	9	strategy	strategy	NOUN
fennia-3849	7	10	in	in	ADP
fennia-3849	7	11	sparsely	sparsely	ADV
fennia-3849	7	12	populated	populate	VERB
fennia-3849	7	13	parts	part	NOUN
fennia-3849	7	14	of	of	ADP
fennia-3849	7	15	europe	europe	PROPN
fennia-3849	7	16	has	have	AUX
fennia-3849	7	17	not	not	PART
fennia-3849	7	18	been	be	AUX
fennia-3849	7	19	much	much	ADV
fennia-3849	7	20	analysed	analyse	VERB
fennia-3849	7	21	at	at	ADP
fennia-3849	7	22	micro	micro	NOUN
fennia-3849	7	23	-	-	NOUN
fennia-3849	7	24	levels	level	NOUN
fennia-3849	7	25	such	such	ADJ
fennia-3849	7	26	as	as	ADP
fennia-3849	7	27	that	that	PRON
fennia-3849	7	28	of	of	ADP
fennia-3849	7	29	the	the	DET
fennia-3849	7	30	postcode	postcode	NOUN
fennia-3849	7	31	area	area	NOUN
fennia-3849	7	32	.	.	PUNCT
fennia-3849	8	1	this	this	DET
fennia-3849	8	2	paper	paper	NOUN
fennia-3849	8	3	investigates	investigate	VERB
fennia-3849	8	4	how	how	SCONJ
fennia-3849	8	5	regional	regional	ADJ
fennia-3849	8	6	disparities	disparity	NOUN
fennia-3849	8	7	in	in	ADP
fennia-3849	8	8	living	living	NOUN
fennia-3849	8	9	standards	standard	NOUN
fennia-3849	8	10	continued	continue	VERB
fennia-3849	8	11	to	to	PART
fennia-3849	8	12	increase	increase	VERB
fennia-3849	8	13	during	during	ADP
fennia-3849	8	14	the	the	DET
fennia-3849	8	15	technology	technology	NOUN
fennia-3849	8	16	-	-	PUNCT
fennia-3849	8	17	driven	drive	VERB
fennia-3849	8	18	growth	growth	NOUN
fennia-3849	8	19	phase	phase	NOUN
fennia-3849	8	20	of	of	ADP
fennia-3849	8	21	1993−2003	1993−2003	NUM
fennia-3849	8	22	,	,	PUNCT
fennia-3849	8	23	as	as	SCONJ
fennia-3849	8	24	exemplified	exemplify	VERB
fennia-3849	8	25	by	by	ADP
fennia-3849	8	26	the	the	DET
fennia-3849	8	27	case	case	NOUN
fennia-3849	8	28	of	of	ADP
fennia-3849	8	29	north	north	PROPN
fennia-3849	8	30	karelia	karelia	PROPN
fennia-3849	8	31	in	in	ADP
fennia-3849	8	32	finland	finland	PROPN
fennia-3849	8	33	.	.	PUNCT
fennia-3849	9	1	urban	urban	ADJ
fennia-3849	9	2	sprawl	sprawl	PROPN
fennia-3849	9	3	conveyed	convey	VERB
fennia-3849	9	4	the	the	DET
fennia-3849	9	5	spread	spread	ADJ
fennia-3849	9	6	effects	effect	NOUN
fennia-3849	9	7	of	of	ADP
fennia-3849	9	8	the	the	DET
fennia-3849	9	9	rise	rise	NOUN
fennia-3849	9	10	in	in	ADP
fennia-3849	9	11	incomes	income	NOUN
fennia-3849	9	12	,	,	PUNCT
fennia-3849	9	13	and	and	CCONJ
fennia-3849	9	14	the	the	DET
fennia-3849	9	15	upsurge	upsurge	NOUN
fennia-3849	9	16	of	of	ADP
fennia-3849	9	17	living	living	NOUN
fennia-3849	9	18	standards	standard	NOUN
fennia-3849	9	19	was	be	AUX
fennia-3849	9	20	concentrated	concentrate	VERB
fennia-3849	9	21	in	in	ADP
fennia-3849	9	22	the	the	DET
fennia-3849	9	23	neighbourhood	neighbourhood	NOUN
fennia-3849	9	24	of	of	ADP
fennia-3849	9	25	the	the	DET
fennia-3849	9	26	provincial	provincial	ADJ
fennia-3849	9	27	centre	centre	NOUN
fennia-3849	9	28	,	,	PUNCT
fennia-3849	9	29	joensuu	joensuu	NOUN
fennia-3849	9	30	.	.	PUNCT
fennia-3849	10	1	living	live	VERB
fennia-3849	10	2	standards	standard	NOUN
fennia-3849	10	3	faced	face	VERB
fennia-3849	10	4	a	a	DET
fennia-3849	10	5	process	process	NOUN
fennia-3849	10	6	of	of	ADP
fennia-3849	10	7	double	double	ADJ
fennia-3849	10	8	divergence	divergence	NOUN
fennia-3849	10	9	:	:	PUNCT
fennia-3849	10	10	between	between	ADP
fennia-3849	10	11	the	the	DET
fennia-3849	10	12	central	central	ADJ
fennia-3849	10	13	district	district	NOUN
fennia-3849	10	14	of	of	ADP
fennia-3849	10	15	joensuu	joensuu	NOUN
fennia-3849	10	16	and	and	CCONJ
fennia-3849	10	17	its	its	PRON
fennia-3849	10	18	commuter	commuter	NOUN
fennia-3849	10	19	belt	belt	NOUN
fennia-3849	10	20	,	,	PUNCT
fennia-3849	10	21	and	and	CCONJ
fennia-3849	10	22	between	between	ADP
fennia-3849	10	23	the	the	DET
fennia-3849	10	24	provincial	provincial	ADJ
fennia-3849	10	25	core	core	NOUN
fennia-3849	10	26	area	area	NOUN
fennia-3849	10	27	and	and	CCONJ
fennia-3849	10	28	its	its	PRON
fennia-3849	10	29	hinterland	hinterland	NOUN
fennia-3849	10	30	,	,	PUNCT
fennia-3849	10	31	the	the	DET
fennia-3849	10	32	latter	latter	ADJ
fennia-3849	10	33	consisting	consisting	NOUN
fennia-3849	10	34	of	of	ADP
fennia-3849	10	35	rural	rural	ADJ
fennia-3849	10	36	areas	area	NOUN
fennia-3849	10	37	and	and	CCONJ
fennia-3849	10	38	small	small	ADJ
fennia-3849	10	39	towns	town	NOUN
fennia-3849	10	40	dependent	dependent	ADJ
fennia-3849	10	41	largely	largely	ADV
fennia-3849	10	42	on	on	ADP
fennia-3849	10	43	natural	natural	ADJ
fennia-3849	10	44	resources	resource	NOUN
fennia-3849	10	45	.	.	PUNCT
fennia-3849	11	1	the	the	DET
fennia-3849	11	2	spatial	spatial	ADJ
fennia-3849	11	3	outcome	outcome	NOUN
fennia-3849	11	4	of	of	ADP
fennia-3849	11	5	this	this	DET
fennia-3849	11	6	socio	socio	NOUN
fennia-3849	11	7	-	-	PUNCT
fennia-3849	11	8	economic	economic	ADJ
fennia-3849	11	9	reorganization	reorganization	NOUN
fennia-3849	11	10	is	be	AUX
fennia-3849	11	11	a	a	DET
fennia-3849	11	12	three	three	NUM
fennia-3849	11	13	-	-	PUNCT
fennia-3849	11	14	zone	zone	NOUN
fennia-3849	11	15	core	core	NOUN
fennia-3849	11	16	-	-	PUNCT
fennia-3849	11	17	periphery	periphery	NOUN
fennia-3849	11	18	pattern	pattern	NOUN
fennia-3849	11	19	.	.	PUNCT
fennia-3849	12	1	as	as	SCONJ
fennia-3849	12	2	the	the	DET
fennia-3849	12	3	economy	economy	NOUN
fennia-3849	12	4	grew	grow	VERB
fennia-3849	12	5	,	,	PUNCT
fennia-3849	12	6	geographical	geographical	ADJ
fennia-3849	12	7	shifts	shift	NOUN
fennia-3849	12	8	in	in	ADP
fennia-3849	12	9	wealth	wealth	NOUN
fennia-3849	12	10	were	be	AUX
fennia-3849	12	11	consequences	consequence	NOUN
fennia-3849	12	12	of	of	ADP
fennia-3849	12	13	the	the	DET
fennia-3849	12	14	growth	growth	NOUN
fennia-3849	12	15	and	and	CCONJ
fennia-3849	12	16	mobility	mobility	NOUN
fennia-3849	12	17	of	of	ADP
fennia-3849	12	18	certain	certain	ADJ
fennia-3849	12	19	social	social	ADJ
fennia-3849	12	20	groups	group	NOUN
fennia-3849	12	21	and	and	CCONJ
fennia-3849	12	22	strata	strata	NOUN
fennia-3849	12	23	.	.	PUNCT
fennia-3849	13	1	a	a	DET
fennia-3849	13	2	wave	wave	NOUN
fennia-3849	13	3	of	of	ADP
fennia-3849	13	4	high	high	ADJ
fennia-3849	13	5	living	living	NOUN
fennia-3849	13	6	standards	standard	NOUN
fennia-3849	13	7	towards	towards	ADP
fennia-3849	13	8	the	the	DET
fennia-3849	13	9	outskirts	outskirt	NOUN
fennia-3849	13	10	of	of	ADP
fennia-3849	13	11	the	the	DET
fennia-3849	13	12	provincial	provincial	ADJ
fennia-3849	13	13	centre	centre	NOUN
fennia-3849	13	14	was	be	AUX
fennia-3849	13	15	generated	generate	VERB
fennia-3849	13	16	by	by	ADP
fennia-3849	13	17	an	an	DET
fennia-3849	13	18	expansion	expansion	NOUN
fennia-3849	13	19	in	in	ADP
fennia-3849	13	20	commuting	commuting	NOUN
fennia-3849	13	21	.	.	PUNCT
fennia-3849	14	1	the	the	DET
fennia-3849	14	2	relative	relative	ADJ
fennia-3849	14	3	decline	decline	NOUN
fennia-3849	14	4	in	in	ADP
fennia-3849	14	5	living	living	NOUN
fennia-3849	14	6	standards	standard	NOUN
fennia-3849	14	7	in	in	ADP
fennia-3849	14	8	the	the	DET
fennia-3849	14	9	periphery	periphery	NOUN
fennia-3849	14	10	was	be	AUX
fennia-3849	14	11	due	due	ADJ
fennia-3849	14	12	to	to	ADP
fennia-3849	14	13	long	long	ADJ
fennia-3849	14	14	-	-	PUNCT
fennia-3849	14	15	term	term	NOUN
fennia-3849	14	16	rural	rural	ADJ
fennia-3849	14	17	decline	decline	NOUN
fennia-3849	14	18	and	and	CCONJ
fennia-3849	14	19	involved	involve	VERB
fennia-3849	14	20	spatial	spatial	ADJ
fennia-3849	14	21	restructuring	restructuring	NOUN
fennia-3849	14	22	.	.	PUNCT
fennia-3849	15	1	keywords	keyword	NOUN
fennia-3849	15	2	:	:	PUNCT
fennia-3849	15	3	living	living	NOUN
fennia-3849	15	4	standards	standard	NOUN
fennia-3849	15	5	,	,	PUNCT
fennia-3849	15	6	spread	spread	VERB
fennia-3849	15	7	effects	effect	NOUN
fennia-3849	15	8	,	,	PUNCT
fennia-3849	15	9	core	core	NOUN
fennia-3849	15	10	-	-	PUNCT
fennia-3849	15	11	periphery	periphery	NOUN
fennia-3849	15	12	olli	olli	PROPN
fennia-3849	15	13	lehtonen	lehtonen	PROPN
fennia-3849	15	14	&	&	CCONJ
fennia-3849	15	15	markku	markku	PROPN
fennia-3849	15	16	tykkyläinen	tykkyläinen	PROPN
fennia-3849	15	17	,	,	PUNCT
fennia-3849	15	18	department	department	NOUN
fennia-3849	15	19	of	of	ADP
fennia-3849	15	20	geographical	geographical	ADJ
fennia-3849	15	21	and	and	CCONJ
fennia-3849	15	22	historical	historical	ADJ
fennia-3849	15	23	studies	study	NOUN
fennia-3849	15	24	,	,	PUNCT
fennia-3849	15	25	university	university	NOUN
fennia-3849	15	26	of	of	ADP
fennia-3849	15	27	eastern	eastern	PROPN
fennia-3849	15	28	finland	finland	PROPN
fennia-3849	15	29	,	,	PUNCT
fennia-3849	15	30	yliopistokatu	yliopistokatu	NOUN
fennia-3849	15	31	7	7	NUM
fennia-3849	15	32	,	,	PUNCT
fennia-3849	15	33	80130	80130	NUM
fennia-3849	15	34	joensuu	joensuu	NOUN
fennia-3849	15	35	,	,	PUNCT
fennia-3849	15	36	finland	finland	PROPN
fennia-3849	15	37	.	.	PUNCT
fennia-3849	16	1	e	e	X
fennia-3849	16	2	-	-	NOUN
fennia-3849	16	3	mail	mail	NOUN
fennia-3849	16	4	:	:	PUNCT
fennia-3849	16	5	olli.lehtonen@uef.fi	olli.lehtonen@uef.fi	NOUN
fennia-3849	16	6	,	,	PUNCT
fennia-3849	16	7	markku.tykkylainen@uef.fi	markku.tykkylainen@uef.fi	ADJ
fennia-3849	16	8	introduction	introduction	NOUN
fennia-3849	16	9	economic	economic	ADJ
fennia-3849	16	10	development	development	NOUN
fennia-3849	16	11	tends	tend	VERB
fennia-3849	16	12	to	to	PART
fennia-3849	16	13	constitute	constitute	VERB
fennia-3849	16	14	a	a	DET
fennia-3849	16	15	series	series	NOUN
fennia-3849	16	16	of	of	ADP
fennia-3849	16	17	cumulative	cumulative	ADJ
fennia-3849	16	18	,	,	PUNCT
fennia-3849	16	19	spatially	spatially	ADV
fennia-3849	16	20	centripetal	centripetal	ADJ
fennia-3849	16	21	processes	process	NOUN
fennia-3849	16	22	gene	gene	NOUN
fennia-3849	16	23	rated	rate	VERB
fennia-3849	16	24	by	by	ADP
fennia-3849	16	25	economies	economy	NOUN
fennia-3849	16	26	of	of	ADP
fennia-3849	16	27	scale	scale	NOUN
fennia-3849	16	28	and	and	CCONJ
fennia-3849	16	29	changes	change	NOUN
fennia-3849	16	30	in	in	ADP
fennia-3849	16	31	transportation	transportation	NOUN
fennia-3849	16	32	costs	cost	NOUN
fennia-3849	16	33	,	,	PUNCT
fennia-3849	16	34	which	which	PRON
fennia-3849	16	35	result	result	VERB
fennia-3849	16	36	in	in	ADP
fennia-3849	16	37	chains	chain	NOUN
fennia-3849	16	38	of	of	ADP
fennia-3849	16	39	path	path	NOUN
fennia-3849	16	40	-	-	PUNCT
fennia-3849	16	41	dependent	dependent	ADJ
fennia-3849	16	42	development	development	NOUN
fennia-3849	16	43	.	.	PUNCT
fennia-3849	17	1	these	these	DET
fennia-3849	17	2	reconstitutions	reconstitution	NOUN
fennia-3849	17	3	take	take	VERB
fennia-3849	17	4	place	place	NOUN
fennia-3849	17	5	through	through	ADP
fennia-3849	17	6	changes	change	NOUN
fennia-3849	17	7	in	in	ADP
fennia-3849	17	8	place	place	NOUN
fennia-3849	17	9	-	-	PUNCT
fennia-3849	17	10	bound	bind	VERB
fennia-3849	17	11	initial	initial	ADJ
fennia-3849	17	12	advantages	advantage	NOUN
fennia-3849	17	13	,	,	PUNCT
fennia-3849	17	14	such	such	ADJ
fennia-3849	17	15	as	as	ADP
fennia-3849	17	16	natural	natural	ADJ
fennia-3849	17	17	resources	resource	NOUN
fennia-3849	17	18	,	,	PUNCT
fennia-3849	17	19	hub	hub	NOUN
fennia-3849	17	20	location	location	NOUN
fennia-3849	17	21	and	and	CCONJ
fennia-3849	17	22	knowledge	knowledge	NOUN
fennia-3849	17	23	(	(	PUNCT
fennia-3849	17	24	krugman	krugman	PROPN
fennia-3849	17	25	1991	1991	NUM
fennia-3849	17	26	,	,	PUNCT
fennia-3849	17	27	1993	1993	NUM
fennia-3849	17	28	,	,	PUNCT
fennia-3849	17	29	1998	1998	NUM
fennia-3849	17	30	;	;	PUNCT
fennia-3849	17	31	fujita	fujita	PROPN
fennia-3849	17	32	&	&	CCONJ
fennia-3849	17	33	krugman	krugman	PROPN
fennia-3849	17	34	2004	2004	NUM
fennia-3849	17	35	:	:	PUNCT
fennia-3849	17	36	145	145	NUM
fennia-3849	17	37	,	,	PUNCT
fennia-3849	17	38	147	147	NUM
fennia-3849	17	39	)	)	PUNCT
fennia-3849	17	40	.	.	PUNCT
fennia-3849	18	1	according	accord	VERB
fennia-3849	18	2	to	to	ADP
fennia-3849	18	3	krugman	krugman	PROPN
fennia-3849	18	4	(	(	PUNCT
fennia-3849	18	5	1993	1993	NUM
fennia-3849	18	6	)	)	PUNCT
fennia-3849	18	7	,	,	PUNCT
fennia-3849	18	8	there	there	PRON
fennia-3849	18	9	is	be	VERB
fennia-3849	18	10	a	a	DET
fennia-3849	18	11	strong	strong	ADJ
fennia-3849	18	12	accidental	accidental	ADJ
fennia-3849	18	13	component	component	NOUN
fennia-3849	18	14	in	in	ADP
fennia-3849	18	15	the	the	DET
fennia-3849	18	16	upsurge	upsurge	NOUN
fennia-3849	18	17	of	of	ADP
fennia-3849	18	18	development	development	NOUN
fennia-3849	18	19	.	.	PUNCT
fennia-3849	19	1	some	some	PRON
fennia-3849	19	2	of	of	ADP
fennia-3849	19	3	the	the	DET
fennia-3849	19	4	initial	initial	ADJ
fennia-3849	19	5	advantages	advantage	NOUN
fennia-3849	19	6	,	,	PUNCT
fennia-3849	19	7	such	such	ADJ
fennia-3849	19	8	as	as	ADP
fennia-3849	19	9	the	the	DET
fennia-3849	19	10	concentration	concentration	NOUN
fennia-3849	19	11	of	of	ADP
fennia-3849	19	12	human	human	ADJ
fennia-3849	19	13	capital	capital	NOUN
fennia-3849	19	14	,	,	PUNCT
fennia-3849	19	15	are	be	AUX
fennia-3849	19	16	increasingly	increasingly	ADV
fennia-3849	19	17	accentuated	accentuate	VERB
fennia-3849	19	18	by	by	ADP
fennia-3849	19	19	policy	policy	NOUN
fennia-3849	19	20	measures	measure	NOUN
fennia-3849	19	21	and	and	CCONJ
fennia-3849	19	22	named	name	VERB
fennia-3849	19	23	as	as	ADP
fennia-3849	19	24	constructed	construct	VERB
fennia-3849	19	25	advantages	advantage	NOUN
fennia-3849	19	26	(	(	PUNCT
fennia-3849	19	27	cooke	cooke	PROPN
fennia-3849	19	28	&	&	CCONJ
fennia-3849	19	29	leydesdorff	leydesdorff	PROPN
fennia-3849	19	30	2006	2006	NUM
fennia-3849	19	31	)	)	PUNCT
fennia-3849	19	32	.	.	PUNCT
fennia-3849	20	1	the	the	DET
fennia-3849	20	2	impact	impact	NOUN
fennia-3849	20	3	of	of	ADP
fennia-3849	20	4	distance	distance	NOUN
fennia-3849	20	5	is	be	AUX
fennia-3849	20	6	implicit	implicit	ADJ
fennia-3849	20	7	in	in	ADP
fennia-3849	20	8	spatial	spatial	ADJ
fennia-3849	20	9	development	development	NOUN
fennia-3849	20	10	,	,	PUNCT
fennia-3849	20	11	since	since	SCONJ
fennia-3849	20	12	spatially	spatially	ADV
fennia-3849	20	13	uneven	uneven	ADJ
fennia-3849	20	14	industrial	industrial	ADJ
fennia-3849	20	15	growth	growth	NOUN
fennia-3849	20	16	would	would	AUX
fennia-3849	20	17	not	not	PART
fennia-3849	20	18	persist	persist	VERB
fennia-3849	20	19	if	if	SCONJ
fennia-3849	20	20	distance	distance	NOUN
fennia-3849	20	21	had	have	VERB
fennia-3849	20	22	no	no	DET
fennia-3849	20	23	impact	impact	NOUN
fennia-3849	20	24	.	.	PUNCT
fennia-3849	21	1	the	the	DET
fennia-3849	21	2	impact	impact	NOUN
fennia-3849	21	3	of	of	ADP
fennia-3849	21	4	distance	distance	NOUN
fennia-3849	21	5	has	have	AUX
fennia-3849	21	6	traditionally	traditionally	ADV
fennia-3849	21	7	been	be	AUX
fennia-3849	21	8	explained	explain	VERB
fennia-3849	21	9	in	in	ADP
fennia-3849	21	10	ge	ge	PROPN
fennia-3849	21	11	ographical	ographical	ADJ
fennia-3849	21	12	models	model	NOUN
fennia-3849	21	13	by	by	ADP
fennia-3849	21	14	an	an	DET
fennia-3849	21	15	inverse	inverse	NOUN
fennia-3849	21	16	relationship	relationship	NOUN
fennia-3849	21	17	between	between	ADP
fennia-3849	21	18	spatial	spatial	ADJ
fennia-3849	21	19	interaction	interaction	NOUN
fennia-3849	21	20	and	and	CCONJ
fennia-3849	21	21	distance	distance	NOUN
fennia-3849	21	22	:	:	PUNCT
fennia-3849	21	23	the	the	PRON
fennia-3849	21	24	greater	great	ADJ
fennia-3849	21	25	the	the	DET
fennia-3849	21	26	absolute	absolute	ADJ
fennia-3849	21	27	or	or	CCONJ
fennia-3849	21	28	relative	relative	ADJ
fennia-3849	21	29	distance	distance	NOUN
fennia-3849	21	30	between	between	ADP
fennia-3849	21	31	two	two	NUM
fennia-3849	21	32	areas	area	NOUN
fennia-3849	21	33	is	be	AUX
fennia-3849	21	34	,	,	PUNCT
fennia-3849	21	35	the	the	DET
fennia-3849	21	36	smaller	small	ADJ
fennia-3849	21	37	will	will	AUX
fennia-3849	21	38	be	be	AUX
fennia-3849	21	39	the	the	DET
fennia-3849	21	40	movement	movement	NOUN
fennia-3849	21	41	of	of	ADP
fennia-3849	21	42	people	people	NOUN
fennia-3849	21	43	,	,	PUNCT
fennia-3849	21	44	goods	good	NOUN
fennia-3849	21	45	or	or	CCONJ
fennia-3849	21	46	ideas	idea	NOUN
fennia-3849	21	47	(	(	PUNCT
fennia-3849	21	48	bell	bell	NOUN
fennia-3849	21	49	et	et	PROPN
fennia-3849	21	50	al	al	PROPN
fennia-3849	21	51	.	.	PROPN
fennia-3849	21	52	2002	2002	NUM
fennia-3849	21	53	;	;	PUNCT
fennia-3849	21	54	martinez	martinez	PROPN
fennia-3849	21	55	-	-	PUNCT
fennia-3849	21	56	zarzoso	zarzoso	PROPN
fennia-3849	21	57	2003	2003	NUM
fennia-3849	21	58	;	;	PUNCT
fennia-3849	21	59	partridge	partridge	NOUN
fennia-3849	21	60	et	et	PROPN
fennia-3849	21	61	al	al	PROPN
fennia-3849	21	62	.	.	PROPN
fennia-3849	21	63	2007	2007	NUM
fennia-3849	21	64	;	;	PUNCT
fennia-3849	21	65	coccia	coccia	NOUN
fennia-3849	21	66	2008	2008	NUM
fennia-3849	21	67	;	;	PUNCT
fennia-3849	21	68	partridge	partridge	NOUN
fennia-3849	21	69	&	&	CCONJ
fennia-3849	21	70	rickman	rickman	PROPN
fennia-3849	21	71	2008	2008	NUM
fennia-3849	21	72	)	)	PUNCT
fennia-3849	21	73	.	.	PUNCT
fennia-3849	22	1	the	the	DET
fennia-3849	22	2	pecuniary	pecuniary	ADJ
fennia-3849	22	3	variant	variant	NOUN
fennia-3849	22	4	of	of	ADP
fennia-3849	22	5	this	this	DET
fennia-3849	22	6	principle	principle	NOUN
fennia-3849	22	7	has	have	AUX
fennia-3849	22	8	been	be	AUX
fennia-3849	22	9	adopted	adopt	VERB
fennia-3849	22	10	to	to	PART
fennia-3849	22	11	explain	explain	VERB
fennia-3849	22	12	the	the	DET
fennia-3849	22	13	spatial	spatial	ADJ
fennia-3849	22	14	concentration	concentration	NOUN
fennia-3849	22	15	of	of	ADP
fennia-3849	22	16	economic	economic	ADJ
fennia-3849	22	17	activities	activity	NOUN
fennia-3849	22	18	.	.	PUNCT
fennia-3849	23	1	to	to	PART
fennia-3849	23	2	put	put	VERB
fennia-3849	23	3	it	it	PRON
fennia-3849	23	4	simply	simply	ADV
fennia-3849	23	5	,	,	PUNCT
fennia-3849	23	6	the	the	DET
fennia-3849	23	7	farther	farth	ADJ
fennia-3849	23	8	away	away	ADV
fennia-3849	23	9	an	an	DET
fennia-3849	23	10	enterprise	enterprise	NOUN
fennia-3849	23	11	is	be	AUX
fennia-3849	23	12	located	locate	VERB
fennia-3849	23	13	,	,	PUNCT
fennia-3849	23	14	the	the	DET
fennia-3849	23	15	higher	high	ADJ
fennia-3849	23	16	are	be	AUX
fennia-3849	23	17	the	the	DET
fennia-3849	23	18	interaction	interaction	NOUN
fennia-3849	23	19	costs	cost	NOUN
fennia-3849	23	20	(	(	PUNCT
fennia-3849	23	21	westin	westin	PROPN
fennia-3849	23	22	1999	1999	NUM
fennia-3849	23	23	)	)	PUNCT
fennia-3849	23	24	,	,	PUNCT
fennia-3849	23	25	and	and	CCONJ
fennia-3849	23	26	hence	hence	ADV
fennia-3849	23	27	the	the	DET
fennia-3849	23	28	lower	low	ADJ
fennia-3849	23	29	are	be	AUX
fennia-3849	23	30	the	the	DET
fennia-3849	23	31	compensations	compensation	NOUN
fennia-3849	23	32	for	for	ADP
fennia-3849	23	33	capital	capital	NOUN
fennia-3849	23	34	,	,	PUNCT
fennia-3849	23	35	land	land	NOUN
fennia-3849	23	36	and	and	CCONJ
fennia-3849	23	37	labour	labour	NOUN
fennia-3849	23	38	,	,	PUNCT
fennia-3849	23	39	an	an	DET
fennia-3849	23	40	effect	effect	NOUN
fennia-3849	23	41	that	that	PRON
fennia-3849	23	42	will	will	AUX
fennia-3849	23	43	finally	finally	ADV
fennia-3849	23	44	pull	pull	VERB
fennia-3849	23	45	down	down	ADP
fennia-3849	23	46	living	living	NOUN
fennia-3849	23	47	standards	standard	NOUN
fennia-3849	23	48	.	.	PUNCT
fennia-3849	24	1	the	the	DET
fennia-3849	24	2	spatial	spatial	ADJ
fennia-3849	24	3	pattern	pattern	NOUN
fennia-3849	24	4	of	of	ADP
fennia-3849	24	5	socioeconomics	socioeconomics	NOUN
fennia-3849	24	6	is	be	AUX
fennia-3849	24	7	not	not	PART
fennia-3849	24	8	easy	easy	ADJ
fennia-3849	24	9	to	to	PART
fennia-3849	24	10	anticipate	anticipate	VERB
fennia-3849	24	11	,	,	PUNCT
fennia-3849	24	12	however	however	ADV
fennia-3849	24	13	,	,	PUNCT
fennia-3849	24	14	as	as	SCONJ
fennia-3849	24	15	48	48	NUM
fennia-3849	24	16	fennia	fennia	NOUN
fennia-3849	24	17	189	189	NUM
fennia-3849	24	18	:	:	SYM
fennia-3849	24	19	2	2	NUM
fennia-3849	24	20	(	(	PUNCT
fennia-3849	24	21	2011)olli	2011)olli	NUM
fennia-3849	24	22	lehtonen	lehtonen	NOUN
fennia-3849	24	23	and	and	CCONJ
fennia-3849	24	24	markku	markku	PROPN
fennia-3849	24	25	tykkyläinen	tykkyläinen	PROPN
fennia-3849	24	26	local	local	ADJ
fennia-3849	24	27	and	and	CCONJ
fennia-3849	24	28	regional	regional	ADJ
fennia-3849	24	29	economies	economy	NOUN
fennia-3849	24	30	are	be	AUX
fennia-3849	24	31	very	very	ADV
fennia-3849	24	32	open	open	ADJ
fennia-3849	24	33	.	.	PUNCT
fennia-3849	25	1	many	many	ADJ
fennia-3849	25	2	enterprises	enterprise	NOUN
fennia-3849	25	3	are	be	AUX
fennia-3849	25	4	now	now	ADV
fennia-3849	25	5	located	locate	VERB
fennia-3849	25	6	in	in	ADP
fennia-3849	25	7	global	global	ADJ
fennia-3849	25	8	production	production	NOUN
fennia-3849	25	9	chains	chain	NOUN
fennia-3849	25	10	and	and	CCONJ
fennia-3849	25	11	networks	network	NOUN
fennia-3849	25	12	,	,	PUNCT
fennia-3849	25	13	and	and	CCONJ
fennia-3849	25	14	hence	hence	ADV
fennia-3849	25	15	location	location	NOUN
fennia-3849	25	16	and	and	CCONJ
fennia-3849	25	17	the	the	DET
fennia-3849	25	18	resulting	result	VERB
fennia-3849	25	19	costs	cost	NOUN
fennia-3849	25	20	must	must	AUX
fennia-3849	25	21	be	be	AUX
fennia-3849	25	22	interpreted	interpret	VERB
fennia-3849	25	23	relative	relative	ADJ
fennia-3849	25	24	to	to	ADP
fennia-3849	25	25	such	such	ADJ
fennia-3849	25	26	networks	network	NOUN
fennia-3849	25	27	(	(	PUNCT
fennia-3849	25	28	garretsen	garretsen	PROPN
fennia-3849	25	29	&	&	CCONJ
fennia-3849	25	30	martin	martin	PROPN
fennia-3849	25	31	2010	2010	NUM
fennia-3849	25	32	)	)	PUNCT
fennia-3849	25	33	.	.	PUNCT
fennia-3849	26	1	moreover	moreover	ADV
fennia-3849	26	2	,	,	PUNCT
fennia-3849	26	3	growth	growth	NOUN
fennia-3849	26	4	in	in	ADP
fennia-3849	26	5	advanced	advanced	ADJ
fennia-3849	26	6	economies	economy	NOUN
fennia-3849	26	7	takes	take	VERB
fennia-3849	26	8	place	place	NOUN
fennia-3849	26	9	outside	outside	ADP
fennia-3849	26	10	the	the	DET
fennia-3849	26	11	traditional	traditional	ADJ
fennia-3849	26	12	primary	primary	ADJ
fennia-3849	26	13	manufacturing	manufacturing	NOUN
fennia-3849	26	14	sectors	sector	NOUN
fennia-3849	26	15	and	and	CCONJ
fennia-3849	26	16	an	an	DET
fennia-3849	26	17	increasing	increase	VERB
fennia-3849	26	18	proportion	proportion	NOUN
fennia-3849	26	19	of	of	ADP
fennia-3849	26	20	the	the	DET
fennia-3849	26	21	value	value	NOUN
fennia-3849	26	22	added	add	VERB
fennia-3849	26	23	is	be	AUX
fennia-3849	26	24	generated	generate	VERB
fennia-3849	26	25	by	by	ADP
fennia-3849	26	26	the	the	DET
fennia-3849	26	27	service	service	NOUN
fennia-3849	26	28	sector	sector	NOUN
fennia-3849	26	29	and	and	CCONJ
fennia-3849	26	30	the	the	DET
fennia-3849	26	31	production	production	NOUN
fennia-3849	26	32	of	of	ADP
fennia-3849	26	33	information	information	NOUN
fennia-3849	26	34	.	.	PUNCT
fennia-3849	27	1	in	in	ADP
fennia-3849	27	2	many	many	ADJ
fennia-3849	27	3	regions	region	NOUN
fennia-3849	27	4	the	the	DET
fennia-3849	27	5	economy	economy	NOUN
fennia-3849	27	6	is	be	AUX
fennia-3849	27	7	evolving	evolve	VERB
fennia-3849	27	8	in	in	ADP
fennia-3849	27	9	spatially	spatially	ADV
fennia-3849	27	10	uneven	uneven	ADJ
fennia-3849	27	11	ways	way	NOUN
fennia-3849	27	12	,	,	PUNCT
fennia-3849	27	13	which	which	PRON
fennia-3849	27	14	points	point	VERB
fennia-3849	27	15	to	to	ADP
fennia-3849	27	16	changing	change	VERB
fennia-3849	27	17	revenues	revenue	NOUN
fennia-3849	27	18	and	and	CCONJ
fennia-3849	27	19	cost	cost	NOUN
fennia-3849	27	20	structures	structure	NOUN
fennia-3849	27	21	in	in	ADP
fennia-3849	27	22	local	local	ADJ
fennia-3849	27	23	industries	industry	NOUN
fennia-3849	27	24	,	,	PUNCT
fennia-3849	27	25	with	with	ADP
fennia-3849	27	26	eventual	eventual	ADJ
fennia-3849	27	27	impacts	impact	NOUN
fennia-3849	27	28	on	on	ADP
fennia-3849	27	29	local	local	ADJ
fennia-3849	27	30	living	living	NOUN
fennia-3849	27	31	conditions	condition	NOUN
fennia-3849	27	32	.	.	PUNCT
fennia-3849	28	1	although	although	SCONJ
fennia-3849	28	2	much	much	ADJ
fennia-3849	28	3	has	have	AUX
fennia-3849	28	4	been	be	AUX
fennia-3849	28	5	written	write	VERB
fennia-3849	28	6	about	about	ADP
fennia-3849	28	7	regional	regional	ADJ
fennia-3849	28	8	disparities	disparity	NOUN
fennia-3849	28	9	,	,	PUNCT
fennia-3849	28	10	restructuring	restructuring	NOUN
fennia-3849	28	11	and	and	CCONJ
fennia-3849	28	12	growth	growth	NOUN
fennia-3849	28	13	,	,	PUNCT
fennia-3849	28	14	less	less	ADJ
fennia-3849	28	15	attention	attention	NOUN
fennia-3849	28	16	has	have	AUX
fennia-3849	28	17	been	be	AUX
fennia-3849	28	18	paid	pay	VERB
fennia-3849	28	19	to	to	ADP
fennia-3849	28	20	the	the	DET
fennia-3849	28	21	impact	impact	NOUN
fennia-3849	28	22	of	of	ADP
fennia-3849	28	23	an	an	DET
fennia-3849	28	24	economic	economic	ADJ
fennia-3849	28	25	growth	growth	NOUN
fennia-3849	28	26	phase	phase	NOUN
fennia-3849	28	27	on	on	ADP
fennia-3849	28	28	the	the	DET
fennia-3849	28	29	geography	geography	NOUN
fennia-3849	28	30	of	of	ADP
fennia-3849	28	31	living	living	NOUN
fennia-3849	28	32	standards	standard	NOUN
fennia-3849	28	33	in	in	ADP
fennia-3849	28	34	peripheries	periphery	NOUN
fennia-3849	28	35	at	at	ADP
fennia-3849	28	36	a	a	DET
fennia-3849	28	37	micro	micro	NOUN
fennia-3849	28	38	-	-	NOUN
fennia-3849	28	39	level	level	NOUN
fennia-3849	28	40	.	.	PUNCT
fennia-3849	29	1	the	the	DET
fennia-3849	29	2	purpose	purpose	NOUN
fennia-3849	29	3	of	of	ADP
fennia-3849	29	4	this	this	DET
fennia-3849	29	5	paper	paper	NOUN
fennia-3849	29	6	is	be	AUX
fennia-3849	29	7	to	to	PART
fennia-3849	29	8	show	show	VERB
fennia-3849	29	9	how	how	SCONJ
fennia-3849	29	10	the	the	DET
fennia-3849	29	11	spatial	spatial	ADJ
fennia-3849	29	12	development	development	NOUN
fennia-3849	29	13	in	in	ADP
fennia-3849	29	14	living	living	NOUN
fennia-3849	29	15	standards	standard	NOUN
fennia-3849	29	16	took	take	VERB
fennia-3849	29	17	place	place	NOUN
fennia-3849	29	18	in	in	ADP
fennia-3849	29	19	1993−2003	1993−2003	NUM
fennia-3849	29	20	,	,	PUNCT
fennia-3849	29	21	a	a	DET
fennia-3849	29	22	time	time	NOUN
fennia-3849	29	23	when	when	SCONJ
fennia-3849	29	24	rapid	rapid	ADJ
fennia-3849	29	25	economic	economic	ADJ
fennia-3849	29	26	growth	growth	NOUN
fennia-3849	29	27	prevailed	prevail	VERB
fennia-3849	29	28	in	in	ADP
fennia-3849	29	29	finland	finland	PROPN
fennia-3849	29	30	(	(	PUNCT
fennia-3849	29	31	rouvinen	rouvinen	PROPN
fennia-3849	29	32	&	&	CCONJ
fennia-3849	29	33	ylä	ylä	PROPN
fennia-3849	29	34	-	-	PUNCT
fennia-3849	29	35	anttila	anttila	PROPN
fennia-3849	29	36	2003	2003	NUM
fennia-3849	29	37	)	)	PUNCT
fennia-3849	29	38	.	.	PUNCT
fennia-3849	30	1	we	we	PRON
fennia-3849	30	2	discuss	discuss	VERB
fennia-3849	30	3	changes	change	NOUN
fennia-3849	30	4	in	in	ADP
fennia-3849	30	5	living	living	NOUN
fennia-3849	30	6	standards	standard	NOUN
fennia-3849	30	7	in	in	ADP
fennia-3849	30	8	a	a	DET
fennia-3849	30	9	remote	remote	ADJ
fennia-3849	30	10	uni	uni	ADJ
fennia-3849	30	11	-	-	ADJ
fennia-3849	30	12	nodal	nodal	ADJ
fennia-3849	30	13	peripheral	peripheral	ADJ
fennia-3849	30	14	region	region	NOUN
fennia-3849	30	15	,	,	PUNCT
fennia-3849	30	16	north	north	PROPN
fennia-3849	30	17	karelia	karelia	PROPN
fennia-3849	30	18	,	,	PUNCT
fennia-3849	30	19	as	as	ADP
fennia-3849	30	20	an	an	DET
fennia-3849	30	21	example	example	NOUN
fennia-3849	30	22	of	of	ADP
fennia-3849	30	23	a	a	DET
fennia-3849	30	24	sparselypopulated	sparselypopulate	VERB
fennia-3849	30	25	nordic	nordic	ADJ
fennia-3849	30	26	pattern	pattern	NOUN
fennia-3849	30	27	of	of	ADP
fennia-3849	30	28	development	development	NOUN
fennia-3849	30	29	(	(	PUNCT
fennia-3849	30	30	gløersen	gløersen	NOUN
fennia-3849	30	31	et	et	PROPN
fennia-3849	30	32	al	al	PROPN
fennia-3849	30	33	.	.	PROPN
fennia-3849	30	34	2005	2005	NUM
fennia-3849	30	35	)	)	PUNCT
fennia-3849	30	36	.	.	PUNCT
fennia-3849	31	1	finland	finland	PROPN
fennia-3849	31	2	’s	’s	PART
fennia-3849	31	3	gdp	gdp	NOUN
fennia-3849	31	4	increased	increase	VERB
fennia-3849	31	5	every	every	DET
fennia-3849	31	6	year	year	NOUN
fennia-3849	31	7	during	during	ADP
fennia-3849	31	8	the	the	DET
fennia-3849	31	9	period	period	NOUN
fennia-3849	31	10	concerned	concern	VERB
fennia-3849	31	11	,	,	PUNCT
fennia-3849	31	12	but	but	CCONJ
fennia-3849	31	13	north	north	PROPN
fennia-3849	31	14	karelia	karelia	PROPN
fennia-3849	31	15	lagged	lag	VERB
fennia-3849	31	16	behind	behind	ADP
fennia-3849	31	17	both	both	PRON
fennia-3849	31	18	in	in	ADP
fennia-3849	31	19	absolute	absolute	ADJ
fennia-3849	31	20	terms	term	NOUN
fennia-3849	31	21	and	and	CCONJ
fennia-3849	31	22	per	per	ADP
fennia-3849	31	23	capita	capita	X
fennia-3849	31	24	(	(	PUNCT
fennia-3849	31	25	statistics	statistic	NOUN
fennia-3849	31	26	finland	finland	PROPN
fennia-3849	31	27	2010a	2010a	NUM
fennia-3849	31	28	)	)	PUNCT
fennia-3849	31	29	.	.	PUNCT
fennia-3849	32	1	north	north	PROPN
fennia-3849	32	2	karelia	karelia	PROPN
fennia-3849	32	3	is	be	AUX
fennia-3849	32	4	located	locate	VERB
fennia-3849	32	5	400	400	NUM
fennia-3849	32	6	km	km	NOUN
fennia-3849	32	7	northeast	northeast	ADV
fennia-3849	32	8	of	of	ADP
fennia-3849	32	9	helsinki	helsinki	PROPN
fennia-3849	32	10	and	and	CCONJ
fennia-3849	32	11	is	be	AUX
fennia-3849	32	12	one	one	NUM
fennia-3849	32	13	of	of	ADP
fennia-3849	32	14	the	the	DET
fennia-3849	32	15	most	most	ADV
fennia-3849	32	16	problematic	problematic	ADJ
fennia-3849	32	17	regions	region	NOUN
fennia-3849	32	18	in	in	ADP
fennia-3849	32	19	finland	finland	PROPN
fennia-3849	32	20	,	,	PUNCT
fennia-3849	32	21	as	as	SCONJ
fennia-3849	32	22	it	it	PRON
fennia-3849	32	23	has	have	AUX
fennia-3849	32	24	been	be	AUX
fennia-3849	32	25	plagued	plague	VERB
fennia-3849	32	26	by	by	ADP
fennia-3849	32	27	low	low	ADJ
fennia-3849	32	28	incomes	income	NOUN
fennia-3849	32	29	,	,	PUNCT
fennia-3849	32	30	out	out	NOUN
fennia-3849	32	31	-	-	PUNCT
fennia-3849	32	32	migration	migration	NOUN
fennia-3849	32	33	,	,	PUNCT
fennia-3849	32	34	decades	decade	NOUN
fennia-3849	32	35	of	of	ADP
fennia-3849	32	36	high	high	ADJ
fennia-3849	32	37	unemployment	unemployment	NOUN
fennia-3849	32	38	and	and	CCONJ
fennia-3849	32	39	an	an	DET
fennia-3849	32	40	ageing	age	VERB
fennia-3849	32	41	population	population	NOUN
fennia-3849	32	42	.	.	PUNCT
fennia-3849	33	1	it	it	PRON
fennia-3849	33	2	is	be	AUX
fennia-3849	33	3	a	a	DET
fennia-3849	33	4	sparsely	sparsely	ADV
fennia-3849	33	5	-	-	PUNCT
fennia-3849	33	6	populated	populate	VERB
fennia-3849	33	7	,	,	PUNCT
fennia-3849	33	8	largely	largely	ADV
fennia-3849	33	9	forested	forest	VERB
fennia-3849	33	10	nuts	nuts	ADJ
fennia-3849	33	11	3	3	NUM
fennia-3849	33	12	region	region	NOUN
fennia-3849	33	13	with	with	ADP
fennia-3849	33	14	a	a	DET
fennia-3849	33	15	provincial	provincial	ADJ
fennia-3849	33	16	centre	centre	NOUN
fennia-3849	33	17	,	,	PUNCT
fennia-3849	33	18	joensuu	joensuu	NOUN
fennia-3849	33	19	,	,	PUNCT
fennia-3849	33	20	that	that	PRON
fennia-3849	33	21	had	have	VERB
fennia-3849	33	22	73,000	73,000	NUM
fennia-3849	33	23	inhabitants	inhabitant	NOUN
fennia-3849	33	24	in	in	ADP
fennia-3849	33	25	2011	2011	NUM
fennia-3849	33	26	.	.	PUNCT
fennia-3849	34	1	growth	growth	NOUN
fennia-3849	34	2	processes	process	NOUN
fennia-3849	34	3	in	in	ADP
fennia-3849	34	4	a	a	DET
fennia-3849	34	5	geographical	geographical	ADJ
fennia-3849	34	6	space	space	NOUN
fennia-3849	34	7	knowledge	knowledge	NOUN
fennia-3849	34	8	is	be	AUX
fennia-3849	34	9	the	the	DET
fennia-3849	34	10	key	key	ADJ
fennia-3849	34	11	production	production	NOUN
fennia-3849	34	12	factor	factor	NOUN
fennia-3849	34	13	in	in	ADP
fennia-3849	34	14	a	a	DET
fennia-3849	34	15	technology	technology	NOUN
fennia-3849	34	16	-	-	PUNCT
fennia-3849	34	17	driven	drive	VERB
fennia-3849	34	18	economy	economy	NOUN
fennia-3849	34	19	,	,	PUNCT
fennia-3849	34	20	in	in	SCONJ
fennia-3849	34	21	that	that	SCONJ
fennia-3849	34	22	it	it	PRON
fennia-3849	34	23	can	can	AUX
fennia-3849	34	24	improve	improve	VERB
fennia-3849	34	25	labour	labour	ADJ
fennia-3849	34	26	productivity	productivity	NOUN
fennia-3849	34	27	and	and	CCONJ
fennia-3849	34	28	leads	lead	VERB
fennia-3849	34	29	to	to	ADP
fennia-3849	34	30	the	the	DET
fennia-3849	34	31	invention	invention	NOUN
fennia-3849	34	32	of	of	ADP
fennia-3849	34	33	new	new	ADJ
fennia-3849	34	34	products	product	NOUN
fennia-3849	34	35	,	,	PUNCT
fennia-3849	34	36	thus	thus	ADV
fennia-3849	34	37	improving	improve	VERB
fennia-3849	34	38	the	the	DET
fennia-3849	34	39	standard	standard	NOUN
fennia-3849	34	40	of	of	ADP
fennia-3849	34	41	living	living	NOUN
fennia-3849	34	42	.	.	PUNCT
fennia-3849	35	1	this	this	DET
fennia-3849	35	2	innovation	innovation	NOUN
fennia-3849	35	3	-	-	PUNCT
fennia-3849	35	4	oriented	orient	VERB
fennia-3849	35	5	paradigm	paradigm	NOUN
fennia-3849	35	6	of	of	ADP
fennia-3849	35	7	regional	regional	ADJ
fennia-3849	35	8	policy	policy	NOUN
fennia-3849	35	9	has	have	AUX
fennia-3849	35	10	predominated	predominate	VERB
fennia-3849	35	11	in	in	ADP
fennia-3849	35	12	finland	finland	PROPN
fennia-3849	35	13	since	since	SCONJ
fennia-3849	35	14	the	the	DET
fennia-3849	35	15	early	early	ADJ
fennia-3849	35	16	1990s	1990	NOUN
fennia-3849	35	17	(	(	PUNCT
fennia-3849	35	18	vartiainen	vartiainen	NOUN
fennia-3849	35	19	&	&	CCONJ
fennia-3849	35	20	viiri	viiri	PROPN
fennia-3849	35	21	2002	2002	NUM
fennia-3849	35	22	;	;	PUNCT
fennia-3849	35	23	arbo	arbo	PROPN
fennia-3849	35	24	&	&	CCONJ
fennia-3849	35	25	eskelinen	eskelinen	PROPN
fennia-3849	35	26	2003	2003	NUM
fennia-3849	35	27	)	)	PUNCT
fennia-3849	35	28	,	,	PUNCT
fennia-3849	35	29	and	and	CCONJ
fennia-3849	35	30	was	be	AUX
fennia-3849	35	31	considered	consider	VERB
fennia-3849	35	32	a	a	DET
fennia-3849	35	33	central	central	ADJ
fennia-3849	35	34	paradigm	paradigm	NOUN
fennia-3849	35	35	for	for	ADP
fennia-3849	35	36	survival	survival	NOUN
fennia-3849	35	37	in	in	ADP
fennia-3849	35	38	the	the	DET
fennia-3849	35	39	depression	depression	NOUN
fennia-3849	35	40	of	of	ADP
fennia-3849	35	41	1990−1993	1990−1993	NUM
fennia-3849	35	42	.	.	PUNCT
fennia-3849	36	1	the	the	DET
fennia-3849	36	2	main	main	ADJ
fennia-3849	36	3	focus	focus	NOUN
fennia-3849	36	4	was	be	AUX
fennia-3849	36	5	on	on	ADP
fennia-3849	36	6	national	national	ADJ
fennia-3849	36	7	and	and	CCONJ
fennia-3849	36	8	regional	regional	ADJ
fennia-3849	36	9	innovation	innovation	NOUN
fennia-3849	36	10	systems	system	NOUN
fennia-3849	36	11	(	(	PUNCT
fennia-3849	36	12	nis	nis	NOUN
fennia-3849	36	13	and	and	CCONJ
fennia-3849	36	14	ris	ris	PROPN
fennia-3849	36	15	)	)	PUNCT
fennia-3849	36	16	,	,	PUNCT
fennia-3849	36	17	which	which	PRON
fennia-3849	36	18	offered	offer	VERB
fennia-3849	36	19	financial	financial	ADJ
fennia-3849	36	20	inputs	input	NOUN
fennia-3849	36	21	and	and	CCONJ
fennia-3849	36	22	guidance	guidance	NOUN
fennia-3849	36	23	on	on	ADP
fennia-3849	36	24	how	how	SCONJ
fennia-3849	36	25	to	to	PART
fennia-3849	36	26	increase	increase	VERB
fennia-3849	36	27	regional	regional	ADJ
fennia-3849	36	28	competitiveness	competitiveness	NOUN
fennia-3849	36	29	and	and	CCONJ
fennia-3849	36	30	foster	foster	ADJ
fennia-3849	36	31	innovations	innovation	NOUN
fennia-3849	36	32	.	.	PUNCT
fennia-3849	37	1	such	such	DET
fennia-3849	37	2	a	a	DET
fennia-3849	37	3	policy	policy	NOUN
fennia-3849	37	4	presupposes	presuppose	VERB
fennia-3849	37	5	that	that	SCONJ
fennia-3849	37	6	strong	strong	ADJ
fennia-3849	37	7	growth	growth	NOUN
fennia-3849	37	8	centres	centre	NOUN
fennia-3849	37	9	will	will	AUX
fennia-3849	37	10	spread	spread	VERB
fennia-3849	37	11	their	their	PRON
fennia-3849	37	12	success	success	NOUN
fennia-3849	37	13	to	to	ADP
fennia-3849	37	14	their	their	PRON
fennia-3849	37	15	surrounding	surround	VERB
fennia-3849	37	16	areas	area	NOUN
fennia-3849	37	17	.	.	PUNCT
fennia-3849	38	1	in	in	ADP
fennia-3849	38	2	order	order	NOUN
fennia-3849	38	3	to	to	PART
fennia-3849	38	4	achieve	achieve	VERB
fennia-3849	38	5	this	this	DET
fennia-3849	38	6	success	success	NOUN
fennia-3849	38	7	,	,	PUNCT
fennia-3849	38	8	the	the	DET
fennia-3849	38	9	policy	policy	NOUN
fennia-3849	38	10	aims	aim	VERB
fennia-3849	38	11	at	at	ADP
fennia-3849	38	12	creating	create	VERB
fennia-3849	38	13	a	a	DET
fennia-3849	38	14	positive	positive	ADJ
fennia-3849	38	15	relationship	relationship	NOUN
fennia-3849	38	16	between	between	ADP
fennia-3849	38	17	the	the	DET
fennia-3849	38	18	quality	quality	NOUN
fennia-3849	38	19	of	of	ADP
fennia-3849	38	20	human	human	ADJ
fennia-3849	38	21	capital	capital	NOUN
fennia-3849	38	22	and	and	CCONJ
fennia-3849	38	23	local	local	ADJ
fennia-3849	38	24	economic	economic	ADJ
fennia-3849	38	25	growth	growth	NOUN
fennia-3849	38	26	,	,	PUNCT
fennia-3849	38	27	as	as	SCONJ
fennia-3849	38	28	has	have	AUX
fennia-3849	38	29	been	be	AUX
fennia-3849	38	30	observed	observe	VERB
fennia-3849	38	31	empirically	empirically	ADV
fennia-3849	38	32	in	in	ADP
fennia-3849	38	33	many	many	ADJ
fennia-3849	38	34	studies	study	NOUN
fennia-3849	38	35	.	.	PUNCT
fennia-3849	39	1	raspe	raspe	NOUN
fennia-3849	39	2	and	and	CCONJ
fennia-3849	39	3	van	van	PROPN
fennia-3849	39	4	oort	oort	NOUN
fennia-3849	39	5	(	(	PUNCT
fennia-3849	39	6	2006	2006	NUM
fennia-3849	39	7	)	)	PUNCT
fennia-3849	39	8	,	,	PUNCT
fennia-3849	39	9	for	for	ADP
fennia-3849	39	10	instance	instance	NOUN
fennia-3849	39	11	,	,	PUNCT
fennia-3849	39	12	observed	observe	VERB
fennia-3849	39	13	that	that	SCONJ
fennia-3849	39	14	growth	growth	NOUN
fennia-3849	39	15	in	in	ADP
fennia-3849	39	16	both	both	DET
fennia-3849	39	17	employment	employment	NOUN
fennia-3849	39	18	and	and	CCONJ
fennia-3849	39	19	productivity	productivity	NOUN
fennia-3849	39	20	in	in	ADP
fennia-3849	39	21	municipalities	municipality	NOUN
fennia-3849	39	22	is	be	AUX
fennia-3849	39	23	dependent	dependent	ADJ
fennia-3849	39	24	on	on	ADP
fennia-3849	39	25	the	the	DET
fennia-3849	39	26	intensity	intensity	NOUN
fennia-3849	39	27	of	of	ADP
fennia-3849	39	28	the	the	DET
fennia-3849	39	29	knowledge	knowledge	NOUN
fennia-3849	39	30	work	work	NOUN
fennia-3849	39	31	environment	environment	NOUN
fennia-3849	39	32	and	and	CCONJ
fennia-3849	39	33	the	the	DET
fennia-3849	39	34	emergence	emergence	NOUN
fennia-3849	39	35	of	of	ADP
fennia-3849	39	36	innovations	innovation	NOUN
fennia-3849	39	37	.	.	PUNCT
fennia-3849	40	1	consequently	consequently	ADV
fennia-3849	40	2	,	,	PUNCT
fennia-3849	40	3	individual	individual	ADJ
fennia-3849	40	4	city	city	NOUN
fennia-3849	40	5	size	size	NOUN
fennia-3849	40	6	growth	growth	NOUN
fennia-3849	40	7	rates	rate	NOUN
fennia-3849	40	8	run	run	VERB
fennia-3849	40	9	parallel	parallel	ADJ
fennia-3849	40	10	with	with	ADP
fennia-3849	40	11	individual	individual	ADJ
fennia-3849	40	12	local	local	ADJ
fennia-3849	40	13	human	human	ADJ
fennia-3849	40	14	capital	capital	NOUN
fennia-3849	40	15	growth	growth	NOUN
fennia-3849	40	16	rates	rate	NOUN
fennia-3849	40	17	as	as	SCONJ
fennia-3849	40	18	measured	measure	VERB
fennia-3849	40	19	by	by	ADP
fennia-3849	40	20	educational	educational	ADJ
fennia-3849	40	21	attainment	attainment	NOUN
fennia-3849	40	22	(	(	PUNCT
fennia-3849	40	23	black	black	PROPN
fennia-3849	40	24	&	&	CCONJ
fennia-3849	40	25	henderson	henderson	PROPN
fennia-3849	40	26	1999	1999	NUM
fennia-3849	40	27	:	:	PUNCT
fennia-3849	41	1	269−271	269−271	NUM
fennia-3849	41	2	)	)	PUNCT
fennia-3849	41	3	.	.	PUNCT
fennia-3849	42	1	glaeser	glaeser	NOUN
fennia-3849	42	2	(	(	PUNCT
fennia-3849	42	3	2000	2000	NUM
fennia-3849	42	4	)	)	PUNCT
fennia-3849	42	5	and	and	CCONJ
fennia-3849	42	6	lever	lever	NOUN
fennia-3849	42	7	(	(	PUNCT
fennia-3849	42	8	2001	2001	NUM
fennia-3849	42	9	)	)	PUNCT
fennia-3849	42	10	provide	provide	VERB
fennia-3849	42	11	empirical	empirical	ADJ
fennia-3849	42	12	evidence	evidence	NOUN
fennia-3849	42	13	of	of	ADP
fennia-3849	42	14	a	a	DET
fennia-3849	42	15	positive	positive	ADJ
fennia-3849	42	16	correlation	correlation	NOUN
fennia-3849	42	17	between	between	ADP
fennia-3849	42	18	human	human	ADJ
fennia-3849	42	19	capital	capital	NOUN
fennia-3849	42	20	and	and	CCONJ
fennia-3849	42	21	regional	regional	ADJ
fennia-3849	42	22	economic	economic	ADJ
fennia-3849	42	23	growth	growth	NOUN
fennia-3849	42	24	.	.	PUNCT
fennia-3849	43	1	innovations	innovation	NOUN
fennia-3849	43	2	could	could	AUX
fennia-3849	43	3	provide	provide	VERB
fennia-3849	43	4	new	new	ADJ
fennia-3849	43	5	production	production	NOUN
fennia-3849	43	6	possibilities	possibility	NOUN
fennia-3849	43	7	for	for	ADP
fennia-3849	43	8	keeping	keep	VERB
fennia-3849	43	9	people	people	NOUN
fennia-3849	43	10	in	in	ADP
fennia-3849	43	11	rural	rural	ADJ
fennia-3849	43	12	areas	area	NOUN
fennia-3849	43	13	,	,	PUNCT
fennia-3849	43	14	but	but	CCONJ
fennia-3849	43	15	human	human	ADJ
fennia-3849	43	16	capital	capital	NOUN
fennia-3849	43	17	has	have	AUX
fennia-3849	43	18	not	not	PART
fennia-3849	43	19	developed	develop	VERB
fennia-3849	43	20	much	much	ADV
fennia-3849	43	21	there	there	ADV
fennia-3849	43	22	.	.	PUNCT
fennia-3849	44	1	so	so	ADV
fennia-3849	44	2	far	far	ADV
fennia-3849	44	3	,	,	PUNCT
fennia-3849	44	4	the	the	DET
fennia-3849	44	5	results	result	NOUN
fennia-3849	44	6	of	of	ADP
fennia-3849	44	7	growth	growth	NOUN
fennia-3849	44	8	policy	policy	NOUN
fennia-3849	44	9	have	have	AUX
fennia-3849	44	10	been	be	AUX
fennia-3849	44	11	meagre	meagre	ADJ
fennia-3849	44	12	in	in	ADP
fennia-3849	44	13	the	the	DET
fennia-3849	44	14	nordic	nordic	ADJ
fennia-3849	44	15	peripheries	periphery	NOUN
fennia-3849	44	16	(	(	PUNCT
fennia-3849	44	17	gløersen	gløersen	NOUN
fennia-3849	44	18	et	et	PROPN
fennia-3849	44	19	al	al	PROPN
fennia-3849	44	20	.	.	PROPN
fennia-3849	44	21	2005	2005	NUM
fennia-3849	44	22	;	;	PUNCT
fennia-3849	44	23	suorsa	suorsa	NOUN
fennia-3849	44	24	2007	2007	NUM
fennia-3849	44	25	)	)	PUNCT
fennia-3849	44	26	.	.	PUNCT
fennia-3849	45	1	growth	growth	NOUN
fennia-3849	45	2	concentrated	concentrate	VERB
fennia-3849	45	3	in	in	ADP
fennia-3849	45	4	a	a	DET
fennia-3849	45	5	city	city	NOUN
fennia-3849	45	6	usually	usually	ADV
fennia-3849	45	7	diffuses	diffuse	VERB
fennia-3849	45	8	into	into	ADP
fennia-3849	45	9	new	new	ADJ
fennia-3849	45	10	suburbs	suburb	NOUN
fennia-3849	45	11	and	and	CCONJ
fennia-3849	45	12	exurbs	exurb	NOUN
fennia-3849	45	13	only	only	ADV
fennia-3849	45	14	in	in	ADP
fennia-3849	45	15	the	the	DET
fennia-3849	45	16	surroundings	surrounding	NOUN
fennia-3849	45	17	of	of	ADP
fennia-3849	45	18	that	that	DET
fennia-3849	45	19	city	city	NOUN
fennia-3849	45	20	(	(	PUNCT
fennia-3849	45	21	berube	berube	PROPN
fennia-3849	45	22	et	et	PROPN
fennia-3849	45	23	al	al	PROPN
fennia-3849	45	24	.	.	PROPN
fennia-3849	45	25	2006	2006	NUM
fennia-3849	45	26	)	)	PUNCT
fennia-3849	45	27	.	.	PUNCT
fennia-3849	46	1	another	another	DET
fennia-3849	46	2	important	important	ADJ
fennia-3849	46	3	factor	factor	NOUN
fennia-3849	46	4	causing	cause	VERB
fennia-3849	46	5	the	the	DET
fennia-3849	46	6	increased	increase	VERB
fennia-3849	46	7	spatial	spatial	ADJ
fennia-3849	46	8	concentration	concentration	NOUN
fennia-3849	46	9	of	of	ADP
fennia-3849	46	10	production	production	NOUN
fennia-3849	46	11	is	be	AUX
fennia-3849	46	12	agglomeration	agglomeration	NOUN
fennia-3849	46	13	economies	economy	NOUN
fennia-3849	46	14	,	,	PUNCT
fennia-3849	46	15	originating	originate	VERB
fennia-3849	46	16	from	from	ADP
fennia-3849	46	17	the	the	DET
fennia-3849	46	18	fact	fact	NOUN
fennia-3849	46	19	that	that	SCONJ
fennia-3849	46	20	larger	large	ADJ
fennia-3849	46	21	centres	centre	NOUN
fennia-3849	46	22	provide	provide	VERB
fennia-3849	46	23	a	a	DET
fennia-3849	46	24	greater	great	ADJ
fennia-3849	46	25	range	range	NOUN
fennia-3849	46	26	of	of	ADP
fennia-3849	46	27	traded	trade	VERB
fennia-3849	46	28	and	and	CCONJ
fennia-3849	46	29	untraded	untraded	ADJ
fennia-3849	46	30	interdependences	interdependence	NOUN
fennia-3849	46	31	and	and	CCONJ
fennia-3849	46	32	often	often	ADV
fennia-3849	46	33	at	at	ADP
fennia-3849	46	34	lower	low	ADJ
fennia-3849	46	35	prices	price	NOUN
fennia-3849	46	36	than	than	ADP
fennia-3849	46	37	the	the	DET
fennia-3849	46	38	periphery	periphery	NOUN
fennia-3849	46	39	.	.	PUNCT
fennia-3849	47	1	together	together	ADV
fennia-3849	47	2	with	with	ADP
fennia-3849	47	3	the	the	DET
fennia-3849	47	4	increasing	increase	VERB
fennia-3849	47	5	importance	importance	NOUN
fennia-3849	47	6	of	of	ADP
fennia-3849	47	7	knowledge	knowledge	NOUN
fennia-3849	47	8	,	,	PUNCT
fennia-3849	47	9	these	these	DET
fennia-3849	47	10	agglomerative	agglomerative	ADJ
fennia-3849	47	11	factors	factor	NOUN
fennia-3849	47	12	lead	lead	VERB
fennia-3849	47	13	to	to	ADP
fennia-3849	47	14	the	the	DET
fennia-3849	47	15	reallocation	reallocation	NOUN
fennia-3849	47	16	of	of	ADP
fennia-3849	47	17	living	living	NOUN
fennia-3849	47	18	standards	standard	NOUN
fennia-3849	47	19	at	at	ADP
fennia-3849	47	20	the	the	DET
fennia-3849	47	21	regional	regional	ADJ
fennia-3849	47	22	level	level	NOUN
fennia-3849	47	23	.	.	PUNCT
fennia-3849	48	1	research	research	NOUN
fennia-3849	48	2	findings	finding	NOUN
fennia-3849	48	3	support	support	VERB
fennia-3849	48	4	this	this	PRON
fennia-3849	48	5	,	,	PUNCT
fennia-3849	48	6	as	as	ADP
fennia-3849	48	7	van	van	PROPN
fennia-3849	48	8	oort	oort	NOUN
fennia-3849	48	9	et	et	PROPN
fennia-3849	48	10	al	al	PROPN
fennia-3849	48	11	.	.	PROPN
fennia-3849	49	1	(	(	PUNCT
fennia-3849	49	2	2009	2009	NUM
fennia-3849	49	3	)	)	PUNCT
fennia-3849	49	4	found	find	VERB
fennia-3849	49	5	that	that	SCONJ
fennia-3849	49	6	the	the	DET
fennia-3849	49	7	density	density	NOUN
fennia-3849	49	8	of	of	ADP
fennia-3849	49	9	knowledge	knowledge	NOUN
fennia-3849	49	10	workers	worker	NOUN
fennia-3849	49	11	and	and	CCONJ
fennia-3849	49	12	innovativeness	innovativeness	NOUN
fennia-3849	49	13	has	have	VERB
fennia-3849	49	14	a	a	DET
fennia-3849	49	15	significant	significant	ADJ
fennia-3849	49	16	positive	positive	ADJ
fennia-3849	49	17	impact	impact	NOUN
fennia-3849	49	18	on	on	ADP
fennia-3849	49	19	employment	employment	NOUN
fennia-3849	49	20	growth	growth	NOUN
fennia-3849	49	21	,	,	PUNCT
fennia-3849	49	22	and	and	CCONJ
fennia-3849	49	23	that	that	SCONJ
fennia-3849	49	24	this	this	DET
fennia-3849	49	25	impact	impact	NOUN
fennia-3849	49	26	is	be	AUX
fennia-3849	49	27	the	the	DET
fennia-3849	49	28	stronger	strong	ADJ
fennia-3849	49	29	the	the	PRON
fennia-3849	49	30	larger	large	ADJ
fennia-3849	49	31	an	an	DET
fennia-3849	49	32	urban	urban	ADJ
fennia-3849	49	33	agglomeration	agglomeration	NOUN
fennia-3849	49	34	is	be	AUX
fennia-3849	49	35	.	.	PUNCT
fennia-3849	50	1	one	one	NUM
fennia-3849	50	2	reason	reason	NOUN
fennia-3849	50	3	for	for	ADP
fennia-3849	50	4	this	this	PRON
fennia-3849	50	5	is	be	AUX
fennia-3849	50	6	that	that	SCONJ
fennia-3849	50	7	larger	large	ADJ
fennia-3849	50	8	agglomerated	agglomerate	VERB
fennia-3849	50	9	areas	area	NOUN
fennia-3849	50	10	offer	offer	VERB
fennia-3849	50	11	more	more	ADJ
fennia-3849	50	12	specialized	specialized	ADJ
fennia-3849	50	13	services	service	NOUN
fennia-3849	50	14	and	and	CCONJ
fennia-3849	50	15	a	a	DET
fennia-3849	50	16	thicker	thick	ADJ
fennia-3849	50	17	,	,	PUNCT
fennia-3849	50	18	more	more	ADV
fennia-3849	50	19	specialized	specialized	ADJ
fennia-3849	50	20	labour	labour	NOUN
fennia-3849	50	21	market	market	NOUN
fennia-3849	50	22	.	.	PUNCT
fennia-3849	51	1	other	other	ADJ
fennia-3849	51	2	sources	source	NOUN
fennia-3849	51	3	of	of	ADP
fennia-3849	51	4	agglomeration	agglomeration	NOUN
fennia-3849	51	5	economies	economy	NOUN
fennia-3849	51	6	can	can	AUX
fennia-3849	51	7	occur	occur	VERB
fennia-3849	51	8	through	through	ADP
fennia-3849	51	9	knowledge	knowledge	NOUN
fennia-3849	51	10	spill	spill	NOUN
fennia-3849	51	11	overs	over	NOUN
fennia-3849	51	12	between	between	ADP
fennia-3849	51	13	firms	firm	NOUN
fennia-3849	51	14	,	,	PUNCT
fennia-3849	51	15	research	research	NOUN
fennia-3849	51	16	institutions	institution	NOUN
fennia-3849	51	17	,	,	PUNCT
fennia-3849	51	18	universities	university	NOUN
fennia-3849	51	19	and	and	CCONJ
fennia-3849	51	20	actors	actor	NOUN
fennia-3849	51	21	in	in	ADP
fennia-3849	51	22	the	the	DET
fennia-3849	51	23	labour	labour	NOUN
fennia-3849	51	24	market	market	NOUN
fennia-3849	51	25	.	.	PUNCT
fennia-3849	52	1	one	one	NUM
fennia-3849	52	2	spatial	spatial	ADJ
fennia-3849	52	3	aspect	aspect	NOUN
fennia-3849	52	4	of	of	ADP
fennia-3849	52	5	spillovers	spillover	NOUN
fennia-3849	52	6	is	be	AUX
fennia-3849	52	7	that	that	SCONJ
fennia-3849	52	8	the	the	DET
fennia-3849	52	9	size	size	NOUN
fennia-3849	52	10	of	of	ADP
fennia-3849	52	11	the	the	DET
fennia-3849	52	12	centre	centre	NOUN
fennia-3849	52	13	correlates	correlate	VERB
fennia-3849	52	14	with	with	ADP
fennia-3849	52	15	the	the	DET
fennia-3849	52	16	intensity	intensity	NOUN
fennia-3849	52	17	of	of	ADP
fennia-3849	52	18	the	the	DET
fennia-3849	52	19	spread	spread	ADJ
fennia-3849	52	20	effects	effect	NOUN
fennia-3849	52	21	diffused	diffuse	VERB
fennia-3849	52	22	to	to	ADP
fennia-3849	52	23	nearby	nearby	ADJ
fennia-3849	52	24	rural	rural	ADJ
fennia-3849	52	25	areas	area	NOUN
fennia-3849	52	26	(	(	PUNCT
fennia-3849	52	27	schmitt	schmitt	PROPN
fennia-3849	52	28	&	&	CCONJ
fennia-3849	52	29	henry	henry	PROPN
fennia-3849	52	30	2000	2000	NUM
fennia-3849	52	31	)	)	PUNCT
fennia-3849	52	32	.	.	PUNCT
fennia-3849	53	1	in	in	ADP
fennia-3849	53	2	vast	vast	ADJ
fennia-3849	53	3	,	,	PUNCT
fennia-3849	53	4	sparsely	sparsely	ADV
fennia-3849	53	5	populated	populated	ADJ
fennia-3849	53	6	areas	area	NOUN
fennia-3849	53	7	there	there	PRON
fennia-3849	53	8	are	be	VERB
fennia-3849	53	9	few	few	ADJ
fennia-3849	53	10	cities	city	NOUN
fennia-3849	53	11	and	and	CCONJ
fennia-3849	53	12	their	their	PRON
fennia-3849	53	13	sizes	size	NOUN
fennia-3849	53	14	are	be	AUX
fennia-3849	53	15	small	small	ADJ
fennia-3849	53	16	,	,	PUNCT
fennia-3849	53	17	which	which	DET
fennia-3849	53	18	fennia	fennia	NOUN
fennia-3849	53	19	189	189	NUM
fennia-3849	53	20	:	:	SYM
fennia-3849	53	21	2	2	NUM
fennia-3849	53	22	(	(	PUNCT
fennia-3849	53	23	2011	2011	NUM
fennia-3849	53	24	)	)	PUNCT
fennia-3849	53	25	49spatial	49spatial	NUM
fennia-3849	53	26	divergence	divergence	NOUN
fennia-3849	53	27	in	in	ADP
fennia-3849	53	28	living	living	NOUN
fennia-3849	53	29	standards	standard	NOUN
fennia-3849	53	30	during	during	ADP
fennia-3849	53	31	an	an	DET
fennia-3849	53	32	economic	economic	ADJ
fennia-3849	53	33	…	…	PUNCT
fennia-3849	53	34	means	mean	VERB
fennia-3849	53	35	that	that	SCONJ
fennia-3849	53	36	there	there	PRON
fennia-3849	53	37	are	be	VERB
fennia-3849	53	38	intermediary	intermediary	ADJ
fennia-3849	53	39	areas	area	NOUN
fennia-3849	53	40	which	which	PRON
fennia-3849	53	41	do	do	AUX
fennia-3849	53	42	not	not	PART
fennia-3849	53	43	reap	reap	VERB
fennia-3849	53	44	the	the	DET
fennia-3849	53	45	benefits	benefit	NOUN
fennia-3849	53	46	of	of	ADP
fennia-3849	53	47	urban	urban	ADJ
fennia-3849	53	48	-	-	PUNCT
fennia-3849	53	49	driven	drive	VERB
fennia-3849	53	50	growth	growth	NOUN
fennia-3849	53	51	.	.	PUNCT
fennia-3849	54	1	similarly	similarly	ADV
fennia-3849	54	2	,	,	PUNCT
fennia-3849	54	3	smaller	small	ADJ
fennia-3849	54	4	centres	centre	NOUN
fennia-3849	54	5	may	may	AUX
fennia-3849	54	6	not	not	PART
fennia-3849	54	7	be	be	AUX
fennia-3849	54	8	able	able	ADJ
fennia-3849	54	9	to	to	PART
fennia-3849	54	10	create	create	VERB
fennia-3849	54	11	any	any	DET
fennia-3849	54	12	effects	effect	NOUN
fennia-3849	54	13	on	on	ADP
fennia-3849	54	14	peripheries	periphery	NOUN
fennia-3849	54	15	(	(	PUNCT
fennia-3849	54	16	tervo	tervo	NOUN
fennia-3849	54	17	2009	2009	NUM
fennia-3849	54	18	)	)	PUNCT
fennia-3849	54	19	.	.	PUNCT
fennia-3849	55	1	thus	thus	ADV
fennia-3849	55	2	,	,	PUNCT
fennia-3849	55	3	agglomeration	agglomeration	NOUN
fennia-3849	55	4	-	-	PUNCT
fennia-3849	55	5	driven	drive	VERB
fennia-3849	55	6	growth	growth	NOUN
fennia-3849	55	7	does	do	AUX
fennia-3849	55	8	not	not	PART
fennia-3849	55	9	generate	generate	VERB
fennia-3849	55	10	much	much	ADJ
fennia-3849	55	11	economic	economic	ADJ
fennia-3849	55	12	growth	growth	NOUN
fennia-3849	55	13	in	in	ADP
fennia-3849	55	14	sparsely	sparsely	ADV
fennia-3849	55	15	populated	populated	ADJ
fennia-3849	55	16	peripheries	periphery	NOUN
fennia-3849	55	17	.	.	PUNCT
fennia-3849	56	1	the	the	DET
fennia-3849	56	2	geographical	geographical	ADJ
fennia-3849	56	3	reach	reach	NOUN
fennia-3849	56	4	of	of	ADP
fennia-3849	56	5	scale	scale	NOUN
fennia-3849	56	6	economies	economy	NOUN
fennia-3849	56	7	and	and	CCONJ
fennia-3849	56	8	the	the	DET
fennia-3849	56	9	other	other	ADJ
fennia-3849	56	10	spread	spread	ADJ
fennia-3849	56	11	effects	effect	NOUN
fennia-3849	56	12	mentioned	mention	VERB
fennia-3849	56	13	above	above	ADV
fennia-3849	56	14	have	have	AUX
fennia-3849	56	15	occasionally	occasionally	ADV
fennia-3849	56	16	been	be	AUX
fennia-3849	56	17	demonstrated	demonstrate	VERB
fennia-3849	56	18	empirically	empirically	ADV
fennia-3849	56	19	.	.	PUNCT
fennia-3849	57	1	rosenthal	rosenthal	NOUN
fennia-3849	57	2	and	and	CCONJ
fennia-3849	57	3	strange	strange	ADJ
fennia-3849	57	4	(	(	PUNCT
fennia-3849	57	5	2001	2001	NUM
fennia-3849	57	6	)	)	PUNCT
fennia-3849	57	7	showed	show	VERB
fennia-3849	57	8	that	that	SCONJ
fennia-3849	57	9	knowledge	knowledge	NOUN
fennia-3849	57	10	externalities	externality	NOUN
fennia-3849	57	11	may	may	AUX
fennia-3849	57	12	attenuate	attenuate	VERB
fennia-3849	57	13	quickly	quickly	ADV
fennia-3849	57	14	because	because	SCONJ
fennia-3849	57	15	of	of	ADP
fennia-3849	57	16	their	their	PRON
fennia-3849	57	17	reliance	reliance	NOUN
fennia-3849	57	18	on	on	ADP
fennia-3849	57	19	personal	personal	ADJ
fennia-3849	57	20	interactions	interaction	NOUN
fennia-3849	57	21	,	,	PUNCT
fennia-3849	57	22	but	but	CCONJ
fennia-3849	57	23	the	the	DET
fennia-3849	57	24	benefits	benefit	NOUN
fennia-3849	57	25	of	of	ADP
fennia-3849	57	26	labour	labour	ADJ
fennia-3849	57	27	market	market	NOUN
fennia-3849	57	28	pooling	pooling	NOUN
fennia-3849	57	29	and	and	CCONJ
fennia-3849	57	30	shared	share	VERB
fennia-3849	57	31	inputs	input	NOUN
fennia-3849	57	32	may	may	AUX
fennia-3849	57	33	extend	extend	VERB
fennia-3849	57	34	over	over	ADP
fennia-3849	57	35	wider	wide	ADJ
fennia-3849	57	36	areas	area	NOUN
fennia-3849	57	37	,	,	PUNCT
fennia-3849	57	38	such	such	ADJ
fennia-3849	57	39	as	as	ADP
fennia-3849	57	40	whole	whole	ADJ
fennia-3849	57	41	states	state	NOUN
fennia-3849	57	42	in	in	ADP
fennia-3849	57	43	the	the	DET
fennia-3849	57	44	us	us	PROPN
fennia-3849	57	45	.	.	PUNCT
fennia-3849	58	1	partridge	partridge	VERB
fennia-3849	58	2	et	et	PROPN
fennia-3849	58	3	al	al	PROPN
fennia-3849	58	4	.	.	PUNCT
fennia-3849	59	1	(	(	PUNCT
fennia-3849	59	2	2007	2007	NUM
fennia-3849	59	3	:	:	PUNCT
fennia-3849	59	4	147	147	NUM
fennia-3849	59	5	)	)	PUNCT
fennia-3849	59	6	found	find	VERB
fennia-3849	59	7	that	that	SCONJ
fennia-3849	59	8	agglomeration	agglomeration	NOUN
fennia-3849	59	9	spillovers	spillover	NOUN
fennia-3849	59	10	and	and	CCONJ
fennia-3849	59	11	labour	labour	NOUN
fennia-3849	59	12	market	market	NOUN
fennia-3849	59	13	spread	spread	VERB
fennia-3849	59	14	effects	effect	NOUN
fennia-3849	59	15	(	(	PUNCT
fennia-3849	59	16	through	through	ADP
fennia-3849	59	17	commuting	commuting	NOUN
fennia-3849	59	18	)	)	PUNCT
fennia-3849	59	19	were	be	AUX
fennia-3849	59	20	more	more	ADV
fennia-3849	59	21	limited	limited	ADJ
fennia-3849	59	22	,	,	PUNCT
fennia-3849	59	23	as	as	SCONJ
fennia-3849	59	24	they	they	PRON
fennia-3849	59	25	extended	extend	VERB
fennia-3849	59	26	about	about	ADV
fennia-3849	59	27	175	175	NUM
fennia-3849	59	28	km	km	NOUN
fennia-3849	59	29	out	out	ADV
fennia-3849	59	30	from	from	ADP
fennia-3849	59	31	the	the	DET
fennia-3849	59	32	urban	urban	ADJ
fennia-3849	59	33	centres	centre	NOUN
fennia-3849	59	34	with	with	ADP
fennia-3849	59	35	a	a	DET
fennia-3849	59	36	core	core	NOUN
fennia-3849	59	37	of	of	ADP
fennia-3849	59	38	at	at	ADV
fennia-3849	59	39	least	least	ADV
fennia-3849	59	40	10,000	10,000	NUM
fennia-3849	59	41	inhabitants	inhabitant	NOUN
fennia-3849	59	42	in	in	ADP
fennia-3849	59	43	canada	canada	PROPN
fennia-3849	59	44	(	(	PUNCT
fennia-3849	59	45	2007	2007	NUM
fennia-3849	59	46	:	:	PUNCT
fennia-3849	59	47	134	134	NUM
fennia-3849	59	48	)	)	PUNCT
fennia-3849	59	49	.	.	PUNCT
fennia-3849	60	1	similarly	similarly	ADV
fennia-3849	60	2	,	,	PUNCT
fennia-3849	60	3	polèse	polèse	NOUN
fennia-3849	60	4	and	and	CCONJ
fennia-3849	60	5	shearmur	shearmur	PROPN
fennia-3849	60	6	(	(	PUNCT
fennia-3849	60	7	2004	2004	NUM
fennia-3849	60	8	)	)	PUNCT
fennia-3849	60	9	reported	report	VERB
fennia-3849	60	10	that	that	SCONJ
fennia-3849	60	11	distance	distance	NOUN
fennia-3849	60	12	and	and	CCONJ
fennia-3849	60	13	city	city	NOUN
fennia-3849	60	14	size	size	NOUN
fennia-3849	60	15	remain	remain	VERB
fennia-3849	60	16	good	good	ADJ
fennia-3849	60	17	predictors	predictor	NOUN
fennia-3849	60	18	of	of	ADP
fennia-3849	60	19	location	location	NOUN
fennia-3849	60	20	patterns	pattern	NOUN
fennia-3849	60	21	for	for	ADP
fennia-3849	60	22	most	most	ADJ
fennia-3849	60	23	industrial	industrial	ADJ
fennia-3849	60	24	classes	class	NOUN
fennia-3849	60	25	in	in	ADP
fennia-3849	60	26	canada	canada	PROPN
fennia-3849	60	27	,	,	PUNCT
fennia-3849	60	28	and	and	CCONJ
fennia-3849	60	29	concluded	conclude	VERB
fennia-3849	60	30	that	that	SCONJ
fennia-3849	60	31	the	the	DET
fennia-3849	60	32	one	one	NUM
fennia-3849	60	33	-	-	PUNCT
fennia-3849	60	34	hour	hour	NOUN
fennia-3849	60	35	threshold	threshold	NOUN
fennia-3849	60	36	(	(	PUNCT
fennia-3849	60	37	100	100	NUM
fennia-3849	60	38	to	to	PART
fennia-3849	60	39	150	150	NUM
fennia-3849	60	40	km	km	NOUN
fennia-3849	60	41	from	from	ADP
fennia-3849	60	42	a	a	DET
fennia-3849	60	43	major	major	ADJ
fennia-3849	60	44	metropolis	metropolis	NOUN
fennia-3849	60	45	)	)	PUNCT
fennia-3849	60	46	has	have	AUX
fennia-3849	60	47	remained	remain	VERB
fennia-3849	60	48	a	a	DET
fennia-3849	60	49	robust	robust	ADJ
fennia-3849	60	50	predictor	predictor	NOUN
fennia-3849	60	51	of	of	ADP
fennia-3849	60	52	the	the	DET
fennia-3849	60	53	borders	border	NOUN
fennia-3849	60	54	of	of	ADP
fennia-3849	60	55	the	the	DET
fennia-3849	60	56	spatial	spatial	ADJ
fennia-3849	60	57	concentration	concentration	NOUN
fennia-3849	60	58	of	of	ADP
fennia-3849	60	59	manufacturing	manufacturing	NOUN
fennia-3849	60	60	activity	activity	NOUN
fennia-3849	60	61	.	.	PUNCT
fennia-3849	61	1	in	in	ADP
fennia-3849	61	2	finland	finland	PROPN
fennia-3849	61	3	,	,	PUNCT
fennia-3849	61	4	tervo	tervo	PROPN
fennia-3849	61	5	(	(	PUNCT
fennia-3849	61	6	2009	2009	NUM
fennia-3849	61	7	)	)	PUNCT
fennia-3849	61	8	observed	observe	VERB
fennia-3849	61	9	both	both	CCONJ
fennia-3849	61	10	spread	spread	ADJ
fennia-3849	61	11	and	and	CCONJ
fennia-3849	61	12	backwash	backwash	NOUN
fennia-3849	61	13	effects	effect	NOUN
fennia-3849	61	14	from	from	ADP
fennia-3849	61	15	provincial	provincial	ADJ
fennia-3849	61	16	centres	centre	NOUN
fennia-3849	61	17	,	,	PUNCT
fennia-3849	61	18	as	as	SCONJ
fennia-3849	61	19	measured	measure	VERB
fennia-3849	61	20	by	by	ADP
fennia-3849	61	21	population	population	NOUN
fennia-3849	61	22	changes	change	NOUN
fennia-3849	61	23	in	in	ADP
fennia-3849	61	24	the	the	DET
fennia-3849	61	25	finnish	finnish	ADJ
fennia-3849	61	26	regions	region	NOUN
fennia-3849	61	27	over	over	ADP
fennia-3849	61	28	the	the	DET
fennia-3849	61	29	period	period	NOUN
fennia-3849	61	30	1970−2004	1970−2004	NUM
fennia-3849	61	31	,	,	PUNCT
fennia-3849	61	32	and	and	CCONJ
fennia-3849	61	33	north	north	PROPN
fennia-3849	61	34	karelia	karelia	PROPN
fennia-3849	61	35	was	be	AUX
fennia-3849	61	36	the	the	DET
fennia-3849	61	37	region	region	NOUN
fennia-3849	61	38	where	where	SCONJ
fennia-3849	61	39	spread	spread	ADJ
fennia-3849	61	40	effects	effect	NOUN
fennia-3849	61	41	dominated	dominate	VERB
fennia-3849	61	42	,	,	PUNCT
fennia-3849	61	43	due	due	ADP
fennia-3849	61	44	to	to	ADP
fennia-3849	61	45	a	a	DET
fennia-3849	61	46	relatively	relatively	ADV
fennia-3849	61	47	weak	weak	ADJ
fennia-3849	61	48	pull	pull	NOUN
fennia-3849	61	49	effect	effect	NOUN
fennia-3849	61	50	of	of	ADP
fennia-3849	61	51	its	its	PRON
fennia-3849	61	52	smallish	smallish	ADJ
fennia-3849	61	53	provincial	provincial	ADJ
fennia-3849	61	54	centre	centre	NOUN
fennia-3849	61	55	.	.	PUNCT
fennia-3849	62	1	answering	answer	VERB
fennia-3849	62	2	research	research	NOUN
fennia-3849	62	3	questions	question	NOUN
fennia-3849	62	4	concerning	concern	VERB
fennia-3849	62	5	spatial	spatial	ADJ
fennia-3849	62	6	divergence	divergence	NOUN
fennia-3849	62	7	the	the	DET
fennia-3849	62	8	hypothesis	hypothesis	NOUN
fennia-3849	62	9	,	,	PUNCT
fennia-3849	62	10	explorative	explorative	ADJ
fennia-3849	62	11	setting	setting	NOUN
fennia-3849	62	12	and	and	CCONJ
fennia-3849	62	13	analytical	analytical	ADJ
fennia-3849	62	14	methods	method	NOUN
fennia-3849	62	15	tervo	tervo	PROPN
fennia-3849	62	16	(	(	PUNCT
fennia-3849	62	17	2009	2009	NUM
fennia-3849	62	18	)	)	PUNCT
fennia-3849	62	19	found	find	VERB
fennia-3849	62	20	more	more	ADJ
fennia-3849	62	21	evidence	evidence	NOUN
fennia-3849	62	22	for	for	ADP
fennia-3849	62	23	backwash	backwash	NOUN
fennia-3849	62	24	effects	effect	NOUN
fennia-3849	62	25	than	than	ADP
fennia-3849	62	26	for	for	ADP
fennia-3849	62	27	spread	spread	ADJ
fennia-3849	62	28	effects	effect	NOUN
fennia-3849	62	29	in	in	ADP
fennia-3849	62	30	the	the	DET
fennia-3849	62	31	regions	region	NOUN
fennia-3849	62	32	of	of	ADP
fennia-3849	62	33	finland	finland	PROPN
fennia-3849	62	34	.	.	PUNCT
fennia-3849	63	1	in	in	ADP
fennia-3849	63	2	particular	particular	ADJ
fennia-3849	63	3	,	,	PUNCT
fennia-3849	63	4	if	if	SCONJ
fennia-3849	63	5	a	a	DET
fennia-3849	63	6	provincial	provincial	ADJ
fennia-3849	63	7	centre	centre	NOUN
fennia-3849	63	8	had	have	AUX
fennia-3849	63	9	grown	grow	VERB
fennia-3849	63	10	rapidly	rapidly	ADV
fennia-3849	63	11	or	or	CCONJ
fennia-3849	63	12	if	if	SCONJ
fennia-3849	63	13	it	it	PRON
fennia-3849	63	14	was	be	AUX
fennia-3849	63	15	a	a	DET
fennia-3849	63	16	large	large	ADJ
fennia-3849	63	17	centre	centre	NOUN
fennia-3849	63	18	,	,	PUNCT
fennia-3849	63	19	it	it	PRON
fennia-3849	63	20	generally	generally	ADV
fennia-3849	63	21	had	have	VERB
fennia-3849	63	22	negative	negative	ADJ
fennia-3849	63	23	effects	effect	NOUN
fennia-3849	63	24	on	on	ADP
fennia-3849	63	25	its	its	PRON
fennia-3849	63	26	hinterland	hinterland	NOUN
fennia-3849	63	27	.	.	PUNCT
fennia-3849	64	1	the	the	DET
fennia-3849	64	2	time	time	NOUN
fennia-3849	64	3	interval	interval	NOUN
fennia-3849	64	4	1970−2004	1970−2004	NUM
fennia-3849	64	5	which	which	PRON
fennia-3849	64	6	he	he	PRON
fennia-3849	64	7	examined	examine	VERB
fennia-3849	64	8	nevertheless	nevertheless	ADV
fennia-3849	64	9	consisted	consist	VERB
fennia-3849	64	10	of	of	ADP
fennia-3849	64	11	the	the	DET
fennia-3849	64	12	industrialization	industrialization	NOUN
fennia-3849	64	13	period	period	NOUN
fennia-3849	64	14	in	in	ADP
fennia-3849	64	15	the	the	DET
fennia-3849	64	16	peripheral	peripheral	ADJ
fennia-3849	64	17	areas	area	NOUN
fennia-3849	64	18	in	in	ADP
fennia-3849	64	19	the	the	DET
fennia-3849	64	20	1970s	1970	NOUN
fennia-3849	64	21	and	and	CCONJ
fennia-3849	64	22	deindustrialization	deindustrialization	NOUN
fennia-3849	64	23	in	in	ADP
fennia-3849	64	24	the	the	DET
fennia-3849	64	25	1980s	1980s	NUM
fennia-3849	64	26	,	,	PUNCT
fennia-3849	64	27	and	and	CCONJ
fennia-3849	64	28	thus	thus	ADV
fennia-3849	64	29	it	it	PRON
fennia-3849	64	30	may	may	AUX
fennia-3849	64	31	not	not	PART
fennia-3849	64	32	effectively	effectively	ADV
fennia-3849	64	33	reveal	reveal	VERB
fennia-3849	64	34	the	the	DET
fennia-3849	64	35	impacts	impact	NOUN
fennia-3849	64	36	of	of	ADP
fennia-3849	64	37	technology	technology	NOUN
fennia-3849	64	38	-	-	PUNCT
fennia-3849	64	39	driven	drive	VERB
fennia-3849	64	40	growth	growth	NOUN
fennia-3849	64	41	in	in	ADP
fennia-3849	64	42	the	the	DET
fennia-3849	64	43	recent	recent	ADJ
fennia-3849	64	44	past	past	NOUN
fennia-3849	64	45	on	on	ADP
fennia-3849	64	46	living	living	NOUN
fennia-3849	64	47	standards	standard	NOUN
fennia-3849	64	48	.	.	PUNCT
fennia-3849	65	1	our	our	PRON
fennia-3849	65	2	focus	focus	NOUN
fennia-3849	65	3	is	be	AUX
fennia-3849	65	4	on	on	ADP
fennia-3849	65	5	the	the	DET
fennia-3849	65	6	robust	robust	ADJ
fennia-3849	65	7	post-1993	post-1993	ADJ
fennia-3849	65	8	economic	economic	ADJ
fennia-3849	65	9	growth	growth	NOUN
fennia-3849	65	10	phase	phase	NOUN
fennia-3849	65	11	,	,	PUNCT
fennia-3849	65	12	and	and	CCONJ
fennia-3849	65	13	we	we	PRON
fennia-3849	65	14	shall	shall	AUX
fennia-3849	65	15	attempt	attempt	VERB
fennia-3849	65	16	to	to	PART
fennia-3849	65	17	unravel	unravel	VERB
fennia-3849	65	18	the	the	DET
fennia-3849	65	19	spatio	spatio	ADJ
fennia-3849	65	20	-	-	PUNCT
fennia-3849	65	21	economic	economic	ADJ
fennia-3849	65	22	processes	process	NOUN
fennia-3849	65	23	at	at	ADP
fennia-3849	65	24	the	the	DET
fennia-3849	65	25	micro	micro	NOUN
fennia-3849	65	26	-	-	NOUN
fennia-3849	65	27	level	level	NOUN
fennia-3849	65	28	using	use	VERB
fennia-3849	65	29	postcode	postcode	NOUN
fennia-3849	65	30	areas	area	NOUN
fennia-3849	65	31	as	as	ADP
fennia-3849	65	32	areal	areal	NOUN
fennia-3849	65	33	units	unit	NOUN
fennia-3849	65	34	(	(	PUNCT
fennia-3849	65	35	fig	fig	NOUN
fennia-3849	65	36	.	.	PUNCT
fennia-3849	66	1	1	1	NUM
fennia-3849	66	2	)	)	PUNCT
fennia-3849	66	3	.	.	PUNCT
fennia-3849	67	1	the	the	DET
fennia-3849	67	2	study	study	NOUN
fennia-3849	67	3	of	of	ADP
fennia-3849	67	4	karvonen	karvonen	PROPN
fennia-3849	67	5	and	and	CCONJ
fennia-3849	67	6	rintala	rintala	NOUN
fennia-3849	67	7	(	(	PUNCT
fennia-3849	67	8	2005	2005	NUM
fennia-3849	67	9	)	)	PUNCT
fennia-3849	67	10	provides	provide	VERB
fennia-3849	67	11	evidence	evidence	NOUN
fennia-3849	67	12	that	that	SCONJ
fennia-3849	67	13	technologydriven	technologydriven	ADP
fennia-3849	67	14	growth	growth	NOUN
fennia-3849	67	15	favoured	favour	VERB
fennia-3849	67	16	urban	urban	ADJ
fennia-3849	67	17	-	-	PUNCT
fennia-3849	67	18	adjacent	adjacent	ADJ
fennia-3849	67	19	areas	area	NOUN
fennia-3849	67	20	and	and	CCONJ
fennia-3849	67	21	spatial	spatial	ADJ
fennia-3849	67	22	shifts	shift	NOUN
fennia-3849	67	23	were	be	AUX
fennia-3849	67	24	seen	see	VERB
fennia-3849	67	25	in	in	ADP
fennia-3849	67	26	high	high	ADJ
fennia-3849	67	27	living	living	NOUN
fennia-3849	67	28	standards	standard	NOUN
fennia-3849	67	29	along	along	ADP
fennia-3849	67	30	with	with	ADP
fennia-3849	67	31	urban	urban	ADJ
fennia-3849	67	32	sprawl	sprawl	NOUN
fennia-3849	67	33	,	,	PUNCT
fennia-3849	67	34	even	even	ADV
fennia-3849	67	35	though	though	SCONJ
fennia-3849	67	36	the	the	DET
fennia-3849	67	37	central	central	ADJ
fennia-3849	67	38	districts	district	NOUN
fennia-3849	67	39	were	be	AUX
fennia-3849	67	40	still	still	ADV
fennia-3849	67	41	superior	superior	ADJ
fennia-3849	67	42	in	in	ADP
fennia-3849	67	43	2000	2000	NUM
fennia-3849	67	44	.	.	PUNCT
fennia-3849	68	1	taking	take	VERB
fennia-3849	68	2	into	into	ADP
fennia-3849	68	3	account	account	NOUN
fennia-3849	68	4	the	the	DET
fennia-3849	68	5	findings	finding	NOUN
fennia-3849	68	6	of	of	ADP
fennia-3849	68	7	the	the	DET
fennia-3849	68	8	abovementioned	abovementioned	ADJ
fennia-3849	68	9	studies	study	NOUN
fennia-3849	68	10	,	,	PUNCT
fennia-3849	68	11	we	we	PRON
fennia-3849	68	12	hypothesized	hypothesize	VERB
fennia-3849	68	13	that	that	SCONJ
fennia-3849	68	14	a	a	DET
fennia-3849	68	15	tendency	tendency	NOUN
fennia-3849	68	16	for	for	ADP
fennia-3849	68	17	spatial	spatial	ADJ
fennia-3849	68	18	divergence	divergence	NOUN
fennia-3849	68	19	in	in	ADP
fennia-3849	68	20	living	living	NOUN
fennia-3849	68	21	standards	standard	NOUN
fennia-3849	68	22	would	would	AUX
fennia-3849	68	23	be	be	AUX
fennia-3849	68	24	seen	see	VERB
fennia-3849	68	25	to	to	PART
fennia-3849	68	26	have	have	AUX
fennia-3849	68	27	taken	take	VERB
fennia-3849	68	28	place	place	NOUN
fennia-3849	68	29	in	in	ADP
fennia-3849	68	30	the	the	DET
fennia-3849	68	31	north	north	ADJ
fennia-3849	68	32	karelian	karelian	ADJ
fennia-3849	68	33	economy	economy	NOUN
fennia-3849	68	34	during	during	ADP
fennia-3849	68	35	the	the	DET
fennia-3849	68	36	post-1993	post-1993	NOUN
fennia-3849	68	37	growth	growth	NOUN
fennia-3849	68	38	phase	phase	NOUN
fennia-3849	68	39	,	,	PUNCT
fennia-3849	68	40	largely	largely	ADV
fennia-3849	68	41	because	because	SCONJ
fennia-3849	68	42	the	the	DET
fennia-3849	68	43	initial	initial	ADJ
fennia-3849	68	44	advantage	advantage	NOUN
fennia-3849	68	45	for	for	ADP
fennia-3849	68	46	generating	generate	VERB
fennia-3849	68	47	growth	growth	NOUN
fennia-3849	68	48	was	be	AUX
fennia-3849	68	49	highly	highly	ADV
fennia-3849	68	50	concentrated	concentrated	ADJ
fennia-3849	68	51	in	in	ADP
fennia-3849	68	52	the	the	DET
fennia-3849	68	53	largest	large	ADJ
fennia-3849	68	54	population	population	NOUN
fennia-3849	68	55	centre	centre	NOUN
fennia-3849	68	56	.	.	PUNCT
fennia-3849	69	1	the	the	DET
fennia-3849	69	2	initial	initial	ADJ
fennia-3849	69	3	advantage	advantage	NOUN
fennia-3849	69	4	was	be	AUX
fennia-3849	69	5	actually	actually	ADV
fennia-3849	69	6	created	create	VERB
fennia-3849	69	7	by	by	ADP
fennia-3849	69	8	new	new	ADJ
fennia-3849	69	9	industrial	industrial	ADJ
fennia-3849	69	10	and	and	CCONJ
fennia-3849	69	11	regional	regional	ADJ
fennia-3849	69	12	policies	policy	NOUN
fennia-3849	69	13	that	that	PRON
fennia-3849	69	14	were	be	AUX
fennia-3849	69	15	based	base	VERB
fennia-3849	69	16	on	on	ADP
fennia-3849	69	17	boosting	boost	VERB
fennia-3849	69	18	innovations	innovation	NOUN
fennia-3849	69	19	and	and	CCONJ
fennia-3849	69	20	expertise	expertise	NOUN
fennia-3849	69	21	(	(	PUNCT
fennia-3849	69	22	vartiainen	vartiainen	NOUN
fennia-3849	69	23	1998	1998	NUM
fennia-3849	69	24	;	;	PUNCT
fennia-3849	69	25	vartiainen	vartiainen	PROPN
fennia-3849	69	26	&	&	CCONJ
fennia-3849	69	27	viiri	viiri	PROPN
fennia-3849	69	28	2002	2002	NUM
fennia-3849	69	29	)	)	PUNCT
fennia-3849	69	30	.	.	PUNCT
fennia-3849	70	1	the	the	DET
fennia-3849	70	2	idea	idea	NOUN
fennia-3849	70	3	was	be	AUX
fennia-3849	70	4	that	that	SCONJ
fennia-3849	70	5	metropolises	metropolis	NOUN
fennia-3849	70	6	and	and	CCONJ
fennia-3849	70	7	provincial	provincial	ADJ
fennia-3849	70	8	centres	centre	NOUN
fennia-3849	70	9	had	have	VERB
fennia-3849	70	10	better	well	ADJ
fennia-3849	70	11	conditions	condition	NOUN
fennia-3849	70	12	for	for	ADP
fennia-3849	70	13	growth	growth	NOUN
fennia-3849	70	14	than	than	ADP
fennia-3849	70	15	other	other	ADJ
fennia-3849	70	16	areas	area	NOUN
fennia-3849	70	17	,	,	PUNCT
fennia-3849	70	18	as	as	SCONJ
fennia-3849	70	19	they	they	PRON
fennia-3849	70	20	had	have	VERB
fennia-3849	70	21	a	a	DET
fennia-3849	70	22	higher	high	ADJ
fennia-3849	70	23	intensity	intensity	NOUN
fennia-3849	70	24	of	of	ADP
fennia-3849	70	25	knowledge	knowledge	NOUN
fennia-3849	70	26	supported	support	VERB
fennia-3849	70	27	by	by	ADP
fennia-3849	70	28	nis	nis	PROPN
fennia-3849	70	29	and	and	CCONJ
fennia-3849	70	30	ris	ris	PROPN
fennia-3849	70	31	and	and	CCONJ
fennia-3849	70	32	better	well	ADJ
fennia-3849	70	33	agglomeration	agglomeration	NOUN
fennia-3849	70	34	economies	economy	NOUN
fennia-3849	70	35	.	.	PUNCT
fennia-3849	71	1	we	we	PRON
fennia-3849	71	2	assume	assume	VERB
fennia-3849	71	3	that	that	SCONJ
fennia-3849	71	4	divergence	divergence	NOUN
fennia-3849	71	5	in	in	ADP
fennia-3849	71	6	living	living	NOUN
fennia-3849	71	7	standards	standard	NOUN
fennia-3849	71	8	happens	happen	VERB
fennia-3849	71	9	because	because	SCONJ
fennia-3849	71	10	the	the	DET
fennia-3849	71	11	aforementioned	aforementioned	ADJ
fennia-3849	71	12	factors	factor	NOUN
fennia-3849	71	13	are	be	AUX
fennia-3849	71	14	tied	tie	VERB
fennia-3849	71	15	to	to	ADP
fennia-3849	71	16	the	the	DET
fennia-3849	71	17	geographical	geographical	ADJ
fennia-3849	71	18	reach	reach	NOUN
fennia-3849	71	19	,	,	PUNCT
fennia-3849	71	20	which	which	PRON
fennia-3849	71	21	reflects	reflect	VERB
fennia-3849	71	22	spatially	spatially	ADV
fennia-3849	71	23	unequal	unequal	ADJ
fennia-3849	71	24	conditions	condition	NOUN
fennia-3849	71	25	for	for	ADP
fennia-3849	71	26	growth	growth	NOUN
fennia-3849	71	27	.	.	PUNCT
fennia-3849	72	1	this	this	DET
fennia-3849	72	2	divergence	divergence	NOUN
fennia-3849	72	3	ought	ought	AUX
fennia-3849	72	4	to	to	PART
fennia-3849	72	5	be	be	AUX
fennia-3849	72	6	driven	drive	VERB
fennia-3849	72	7	by	by	ADP
fennia-3849	72	8	structural	structural	ADJ
fennia-3849	72	9	shifts	shift	NOUN
fennia-3849	72	10	in	in	ADP
fennia-3849	72	11	the	the	DET
fennia-3849	72	12	economy	economy	NOUN
fennia-3849	72	13	and	and	CCONJ
fennia-3849	72	14	agglomeration	agglomeration	NOUN
fennia-3849	72	15	economies	economy	NOUN
fennia-3849	72	16	,	,	PUNCT
fennia-3849	72	17	as	as	SCONJ
fennia-3849	72	18	argued	argue	VERB
fennia-3849	72	19	in	in	ADP
fennia-3849	72	20	theory	theory	NOUN
fennia-3849	72	21	(	(	PUNCT
fennia-3849	72	22	krugman	krugman	PROPN
fennia-3849	72	23	1991	1991	NUM
fennia-3849	72	24	)	)	PUNCT
fennia-3849	72	25	.	.	PUNCT
fennia-3849	73	1	we	we	PRON
fennia-3849	73	2	assume	assume	VERB
fennia-3849	73	3	that	that	SCONJ
fennia-3849	73	4	a	a	DET
fennia-3849	73	5	divergence	divergence	NOUN
fennia-3849	73	6	in	in	ADP
fennia-3849	73	7	living	living	NOUN
fennia-3849	73	8	standards	standard	NOUN
fennia-3849	73	9	has	have	AUX
fennia-3849	73	10	taken	take	VERB
fennia-3849	73	11	place	place	NOUN
fennia-3849	73	12	between	between	ADP
fennia-3849	73	13	the	the	DET
fennia-3849	73	14	core	core	NOUN
fennia-3849	73	15	and	and	CCONJ
fennia-3849	73	16	periphery	periphery	NOUN
fennia-3849	73	17	on	on	ADP
fennia-3849	73	18	a	a	DET
fennia-3849	73	19	regional	regional	ADJ
fennia-3849	73	20	scale	scale	NOUN
fennia-3849	73	21	.	.	PUNCT
fennia-3849	74	1	if	if	SCONJ
fennia-3849	74	2	so	so	ADV
fennia-3849	74	3	,	,	PUNCT
fennia-3849	74	4	diverging	diverge	VERB
fennia-3849	74	5	development	development	NOUN
fennia-3849	74	6	has	have	AUX
fennia-3849	74	7	probably	probably	ADV
fennia-3849	74	8	created	create	VERB
fennia-3849	74	9	new	new	ADJ
fennia-3849	74	10	spatial	spatial	ADJ
fennia-3849	74	11	patterns	pattern	NOUN
fennia-3849	74	12	of	of	ADP
fennia-3849	74	13	living	living	NOUN
fennia-3849	74	14	standards	standard	NOUN
fennia-3849	74	15	,	,	PUNCT
fennia-3849	74	16	the	the	DET
fennia-3849	74	17	geographical	geographical	ADJ
fennia-3849	74	18	reach	reach	NOUN
fennia-3849	74	19	of	of	ADP
fennia-3849	74	20	which	which	PRON
fennia-3849	74	21	we	we	PRON
fennia-3849	74	22	will	will	AUX
fennia-3849	74	23	attempt	attempt	VERB
fennia-3849	74	24	to	to	PART
fennia-3849	74	25	unveil	unveil	VERB
fennia-3849	74	26	.	.	PUNCT
fennia-3849	75	1	we	we	PRON
fennia-3849	75	2	set	set	VERB
fennia-3849	75	3	out	out	ADP
fennia-3849	75	4	to	to	PART
fennia-3849	75	5	examine	examine	VERB
fennia-3849	75	6	this	this	DET
fennia-3849	75	7	hypothesis	hypothesis	NOUN
fennia-3849	75	8	by	by	ADP
fennia-3849	75	9	means	mean	NOUN
fennia-3849	75	10	of	of	ADP
fennia-3849	75	11	non	non	ADJ
fennia-3849	75	12	-	-	ADJ
fennia-3849	75	13	parametric	parametric	ADJ
fennia-3849	75	14	regression	regression	NOUN
fennia-3849	75	15	analysis	analysis	NOUN
fennia-3849	75	16	,	,	PUNCT
fennia-3849	75	17	where	where	SCONJ
fennia-3849	75	18	the	the	DET
fennia-3849	75	19	standardized	standardized	ADJ
fennia-3849	75	20	,	,	PUNCT
fennia-3849	75	21	weighted	weight	VERB
fennia-3849	75	22	composite	composite	ADJ
fennia-3849	75	23	variable	variable	NOUN
fennia-3849	75	24	representing	represent	VERB
fennia-3849	75	25	the	the	DET
fennia-3849	75	26	variables	variable	NOUN
fennia-3849	75	27	mirroring	mirror	VERB
fennia-3849	75	28	living	living	NOUN
fennia-3849	75	29	standards	standard	NOUN
fennia-3849	75	30	is	be	AUX
fennia-3849	75	31	explained	explain	VERB
fennia-3849	75	32	by	by	ADP
fennia-3849	75	33	the	the	DET
fennia-3849	75	34	distance	distance	NOUN
fennia-3849	75	35	by	by	ADP
fennia-3849	75	36	road	road	NOUN
fennia-3849	75	37	from	from	ADP
fennia-3849	75	38	joensuu	joensuu	PROPN
fennia-3849	75	39	market	market	PROPN
fennia-3849	75	40	square	square	NOUN
fennia-3849	75	41	.	.	PUNCT
fennia-3849	76	1	such	such	DET
fennia-3849	76	2	a	a	DET
fennia-3849	76	3	method	method	NOUN
fennia-3849	76	4	is	be	AUX
fennia-3849	76	5	suitable	suitable	ADJ
fennia-3849	76	6	for	for	ADP
fennia-3849	76	7	analysing	analyse	VERB
fennia-3849	76	8	the	the	DET
fennia-3849	76	9	impact	impact	NOUN
fennia-3849	76	10	of	of	ADP
fennia-3849	76	11	urban	urban	ADJ
fennia-3849	76	12	distance	distance	NOUN
fennia-3849	76	13	on	on	ADP
fennia-3849	76	14	living	living	NOUN
fennia-3849	76	15	standards	standard	NOUN
fennia-3849	76	16	(	(	PUNCT
fennia-3849	76	17	partridge	partridge	NOUN
fennia-3849	76	18	et	et	PROPN
fennia-3849	76	19	al	al	PROPN
fennia-3849	76	20	.	.	PROPN
fennia-3849	76	21	2007	2007	NUM
fennia-3849	76	22	)	)	PUNCT
fennia-3849	76	23	.	.	PUNCT
fennia-3849	77	1	the	the	DET
fennia-3849	77	2	changes	change	NOUN
fennia-3849	77	3	between	between	ADP
fennia-3849	77	4	1993	1993	NUM
fennia-3849	77	5	and	and	CCONJ
fennia-3849	77	6	2003	2003	NUM
fennia-3849	77	7	were	be	AUX
fennia-3849	77	8	assessed	assess	VERB
fennia-3849	77	9	by	by	ADP
fennia-3849	77	10	means	mean	NOUN
fennia-3849	77	11	of	of	ADP
fennia-3849	77	12	empirical	empirical	ADJ
fennia-3849	77	13	models	model	NOUN
fennia-3849	77	14	constructed	construct	VERB
fennia-3849	77	15	using	use	VERB
fennia-3849	77	16	the	the	DET
fennia-3849	77	17	same	same	ADJ
fennia-3849	77	18	kernel	kernel	NOUN
fennia-3849	77	19	function	function	NOUN
fennia-3849	77	20	and	and	CCONJ
fennia-3849	77	21	bandwidth	bandwidth	NOUN
fennia-3849	77	22	for	for	ADP
fennia-3849	77	23	the	the	DET
fennia-3849	77	24	two	two	NUM
fennia-3849	77	25	years	year	NOUN
fennia-3849	77	26	.	.	PUNCT
fennia-3849	78	1	the	the	DET
fennia-3849	78	2	postcode	postcode	NOUN
fennia-3849	78	3	areas	area	NOUN
fennia-3849	78	4	were	be	AUX
fennia-3849	78	5	weighted	weight	VERB
fennia-3849	78	6	by	by	ADP
fennia-3849	78	7	population	population	NOUN
fennia-3849	78	8	in	in	ADP
fennia-3849	78	9	order	order	NOUN
fennia-3849	78	10	to	to	PART
fennia-3849	78	11	capture	capture	VERB
fennia-3849	78	12	changes	change	NOUN
fennia-3849	78	13	in	in	ADP
fennia-3849	78	14	living	living	NOUN
fennia-3849	78	15	standards	standard	NOUN
fennia-3849	78	16	,	,	PUNCT
fennia-3849	78	17	in	in	ADP
fennia-3849	78	18	the	the	DET
fennia-3849	78	19	sense	sense	NOUN
fennia-3849	78	20	that	that	SCONJ
fennia-3849	78	21	each	each	DET
fennia-3849	78	22	inhabitant	inhabitant	NOUN
fennia-3849	78	23	has	have	AUX
fennia-3849	78	24	the	the	DET
fennia-3849	78	25	same	same	ADJ
fennia-3849	78	26	weight	weight	NOUN
fennia-3849	78	27	in	in	ADP
fennia-3849	78	28	the	the	DET
fennia-3849	78	29	model	model	NOUN
fennia-3849	78	30	.	.	PUNCT
fennia-3849	79	1	the	the	DET
fennia-3849	79	2	trend	trend	NOUN
fennia-3849	79	3	in	in	ADP
fennia-3849	79	4	living	living	NOUN
fennia-3849	79	5	standards	standard	NOUN
fennia-3849	79	6	on	on	ADP
fennia-3849	79	7	the	the	DET
fennia-3849	79	8	core	core	NOUN
fennia-3849	79	9	-	-	PUNCT
fennia-3849	79	10	periphery	periphery	NOUN
fennia-3849	79	11	dimension	dimension	NOUN
fennia-3849	79	12	was	be	AUX
fennia-3849	79	13	investigated	investigate	VERB
fennia-3849	79	14	using	use	VERB
fennia-3849	79	15	50	50	NUM
fennia-3849	79	16	fennia	fennia	NOUN
fennia-3849	79	17	189	189	NUM
fennia-3849	79	18	:	:	SYM
fennia-3849	79	19	2	2	NUM
fennia-3849	79	20	(	(	PUNCT
fennia-3849	79	21	2011)olli	2011)olli	NUM
fennia-3849	79	22	lehtonen	lehtonen	NOUN
fennia-3849	79	23	and	and	CCONJ
fennia-3849	79	24	markku	markku	PROPN
fennia-3849	79	25	tykkyläinen	tykkyläinen	PROPN
fennia-3849	79	26	the	the	DET
fennia-3849	79	27	nadaraya	nadaraya	PROPN
fennia-3849	79	28	-	-	PUNCT
fennia-3849	79	29	watson	watson	NOUN
fennia-3849	79	30	estimator	estimator	NOUN
fennia-3849	79	31	,	,	PUNCT
fennia-3849	79	32	which	which	PRON
fennia-3849	79	33	is	be	AUX
fennia-3849	79	34	defined	define	VERB
fennia-3849	79	35	as	as	ADP
fennia-3849	79	36	(	(	PUNCT
fennia-3849	79	37	faraway	faraway	ADJ
fennia-3849	79	38	2006	2006	NUM
fennia-3849	79	39	):	):	PUNCT
fennia-3849	79	40	∑	∑	ADV
fennia-3849	79	41	∑	∑	PUNCT
fennia-3849	79	42	=	=	SYM
fennia-3849	80	1	=	=	SYM
fennia-3849	80	2	=	=	SYM
fennia-3849	80	3	n	n	PROPN
fennia-3849	80	4	j	j	PROPN
fennia-3849	80	5	j	j	PROPN
fennia-3849	80	6	n	n	CCONJ
fennia-3849	80	7	j	j	PROPN
fennia-3849	80	8	jj	jj	PROPN
fennia-3849	80	9	w	w	PROPN
fennia-3849	80	10	yw	yw	PROPN
fennia-3849	80	11	xf	xf	PROPN
fennia-3849	80	12	1	1	NUM
fennia-3849	80	13	1	1	NUM
fennia-3849	80	14	)	)	PUNCT
fennia-3849	80	15	(	(	PUNCT
fennia-3849	80	16	λ	λ	X
fennia-3849	80	17	(	(	PUNCT
fennia-3849	80	18	1	1	NUM
fennia-3849	80	19	)	)	PUNCT
fennia-3849	80	20	,	,	PUNCT
fennia-3849	80	21	where	where	SCONJ
fennia-3849	80	22	λ	λ	PROPN
fennia-3849	80	23	λ	λ	INTJ
fennia-3849	80	24	/	/	PUNCT
fennia-3849	80	25			PUNCT
fennia-3849	81	1			PROPN
fennia-3849	82	1			INTJ
fennia-3849	82	2			NOUN
fennia-3849	82	3			VERB
fennia-3849	82	4	−	−	NOUN
fennia-3849	82	5	=	=	SYM
fennia-3849	83	1	j	j	PROPN
fennia-3849	83	2	j	j	PROPN
fennia-3849	83	3	xx	xx	NUM
fennia-3849	83	4	kw	kw	INTJ
fennia-3849	83	5	.	.	PUNCT
fennia-3849	84	1	(	(	PUNCT
fennia-3849	84	2	2	2	NUM
fennia-3849	84	3	)	)	PUNCT
fennia-3849	84	4	.	.	PUNCT
fennia-3849	85	1	k	k	PROPN
fennia-3849	85	2	is	be	AUX
fennia-3849	85	3	a	a	DET
fennia-3849	85	4	kernel	kernel	NOUN
fennia-3849	85	5	where	where	SCONJ
fennia-3849	85	6	k	k	PROPN
fennia-3849	85	7	=	=	SYM
fennia-3849	85	8	1	1	X
fennia-3849	85	9	.	.	PUNCT
fennia-3849	85	10	kernel	kernel	PROPN
fennia-3849	85	11	functions	function	NOUN
fennia-3849	85	12	may	may	AUX
fennia-3849	85	13	be	be	AUX
fennia-3849	85	14	of	of	ADP
fennia-3849	85	15	various	various	ADJ
fennia-3849	85	16	shapes	shape	NOUN
fennia-3849	85	17	:	:	PUNCT
fennia-3849	85	18	parabolic	parabolic	ADJ
fennia-3849	85	19	,	,	PUNCT
fennia-3849	85	20	uniform	uniform	NOUN
fennia-3849	85	21	,	,	PUNCT
fennia-3849	85	22	normal	normal	ADJ
fennia-3849	85	23	etc	etc	X
fennia-3849	85	24	.	.	X
fennia-3849	85	25	,	,	PUNCT
fennia-3849	85	26	but	but	CCONJ
fennia-3849	85	27	we	we	PRON
fennia-3849	85	28	use	use	VERB
fennia-3849	85	29	a	a	DET
fennia-3849	85	30	normal	normal	ADJ
fennia-3849	85	31	kernel	kernel	NOUN
fennia-3849	85	32	in	in	ADP
fennia-3849	85	33	our	our	PRON
fennia-3849	85	34	analysis	analysis	NOUN
fennia-3849	85	35	.	.	PUNCT
fennia-3849	86	1	λ	λ	NOUN
fennia-3849	86	2	is	be	AUX
fennia-3849	86	3	the	the	DET
fennia-3849	86	4	bandwidth	bandwidth	ADJ
fennia-3849	86	5	which	which	PRON
fennia-3849	86	6	controls	control	VERB
fennia-3849	86	7	the	the	DET
fennia-3849	86	8	smoothness	smoothness	NOUN
fennia-3849	86	9	of	of	ADP
fennia-3849	86	10	the	the	DET
fennia-3849	86	11	fitted	fit	VERB
fennia-3849	86	12	curve	curve	NOUN
fennia-3849	86	13	and	and	CCONJ
fennia-3849	86	14	therefore	therefore	ADV
fennia-3849	86	15	determines	determine	VERB
fennia-3849	86	16	how	how	SCONJ
fennia-3849	86	17	far	far	ADV
fennia-3849	86	18	away	away	ADV
fennia-3849	86	19	observations	observation	NOUN
fennia-3849	86	20	are	be	AUX
fennia-3849	86	21	allowed	allow	VERB
fennia-3849	86	22	to	to	PART
fennia-3849	86	23	be	be	AUX
fennia-3849	86	24	from	from	ADP
fennia-3849	86	25	the	the	DET
fennia-3849	86	26	postcode	postcode	NOUN
fennia-3849	86	27	area	area	NOUN
fennia-3849	86	28	and	and	CCONJ
fennia-3849	86	29	still	still	ADV
fennia-3849	86	30	contribute	contribute	VERB
fennia-3849	86	31	to	to	ADP
fennia-3849	86	32	the	the	DET
fennia-3849	86	33	estimated	estimated	ADJ
fennia-3849	86	34	living	live	VERB
fennia-3849	86	35	standard	standard	NOUN
fennia-3849	86	36	(	(	PUNCT
fennia-3849	86	37	f̂λ(x	f̂λ(x	PROPN
fennia-3849	86	38	)	)	PUNCT
fennia-3849	86	39	)	)	PUNCT
fennia-3849	87	1	the	the	DET
fennia-3849	87	2	nadaraya	nadaraya	PROPN
fennia-3849	87	3	-	-	PUNCT
fennia-3849	87	4	watson	watson	PROPN
fennia-3849	87	5	estimator	estimator	NOUN
fennia-3849	87	6	simply	simply	ADV
fennia-3849	87	7	modifies	modify	VERB
fennia-3849	87	8	the	the	DET
fennia-3849	87	9	moving	move	VERB
fennia-3849	87	10	average	average	ADJ
fennia-3849	87	11	estimator	estimator	NOUN
fennia-3849	87	12	so	so	SCONJ
fennia-3849	87	13	that	that	SCONJ
fennia-3849	87	14	it	it	PRON
fennia-3849	87	15	is	be	AUX
fennia-3849	87	16	a	a	DET
fennia-3849	87	17	true	true	ADJ
fennia-3849	87	18	weighted	weight	VERB
fennia-3849	87	19	average	average	NOUN
fennia-3849	87	20	where	where	SCONJ
fennia-3849	87	21	the	the	DET
fennia-3849	87	22	weights	weight	NOUN
fennia-3849	87	23	for	for	ADP
fennia-3849	87	24	each	each	DET
fennia-3849	87	25	y	y	PROPN
fennia-3849	87	26	will	will	AUX
fennia-3849	87	27	sum	sum	VERB
fennia-3849	87	28	to	to	ADP
fennia-3849	87	29	one	one	NUM
fennia-3849	87	30	(	(	PUNCT
fennia-3849	87	31	faraway	faraway	ADJ
fennia-3849	87	32	2006	2006	NUM
fennia-3849	87	33	)	)	PUNCT
fennia-3849	87	34	.	.	PUNCT
fennia-3849	88	1	this	this	DET
fennia-3849	88	2	estimation	estimation	NOUN
fennia-3849	88	3	method	method	NOUN
fennia-3849	88	4	was	be	AUX
fennia-3849	88	5	selected	select	VERB
fennia-3849	88	6	because	because	SCONJ
fennia-3849	88	7	of	of	ADP
fennia-3849	88	8	the	the	DET
fennia-3849	88	9	sparseness	sparseness	ADJ
fennia-3849	88	10	of	of	ADP
fennia-3849	88	11	the	the	DET
fennia-3849	88	12	data	datum	NOUN
fennia-3849	88	13	.	.	PUNCT
fennia-3849	89	1	the	the	DET
fennia-3849	89	2	spatial	spatial	ADJ
fennia-3849	89	3	changes	change	NOUN
fennia-3849	89	4	in	in	ADP
fennia-3849	89	5	living	living	NOUN
fennia-3849	89	6	standards	standard	NOUN
fennia-3849	89	7	are	be	AUX
fennia-3849	89	8	generated	generate	VERB
fennia-3849	89	9	with	with	ADP
fennia-3849	89	10	a	a	DET
fennia-3849	89	11	simple	simple	ADJ
fennia-3849	89	12	permutation	permutation	NOUN
fennia-3849	89	13	-	-	PUNCT
fennia-3849	89	14	based	base	VERB
fennia-3849	89	15	simulation	simulation	NOUN
fennia-3849	89	16	model	model	NOUN
fennia-3849	89	17	in	in	ADP
fennia-3849	89	18	which	which	PRON
fennia-3849	89	19	the	the	DET
fennia-3849	89	20	simulated	simulated	ADJ
fennia-3849	89	21	change	change	NOUN
fennia-3849	89	22	in	in	ADP
fennia-3849	89	23	living	living	NOUN
fennia-3849	89	24	standards	standard	NOUN
fennia-3849	89	25	is	be	AUX
fennia-3849	89	26	related	relate	VERB
fennia-3849	89	27	to	to	ADP
fennia-3849	89	28	the	the	DET
fennia-3849	89	29	distance	distance	NOUN
fennia-3849	89	30	by	by	ADP
fennia-3849	89	31	road	road	NOUN
fennia-3849	89	32	from	from	ADP
fennia-3849	89	33	the	the	DET
fennia-3849	89	34	provincial	provincial	ADJ
fennia-3849	89	35	centre	centre	NOUN
fennia-3849	89	36	.	.	PUNCT
fennia-3849	90	1	the	the	DET
fennia-3849	90	2	aim	aim	NOUN
fennia-3849	90	3	of	of	ADP
fennia-3849	90	4	the	the	DET
fennia-3849	90	5	simulation	simulation	NOUN
fennia-3849	90	6	was	be	AUX
fennia-3849	90	7	to	to	PART
fennia-3849	90	8	imitate	imitate	VERB
fennia-3849	90	9	three	three	NUM
fennia-3849	90	10	theoretical	theoretical	ADJ
fennia-3849	90	11	development	development	NOUN
fennia-3849	90	12	processes	process	NOUN
fennia-3849	90	13	:	:	PUNCT
fennia-3849	90	14	random	random	ADJ
fennia-3849	90	15	,	,	PUNCT
fennia-3849	90	16	centrifugal	centrifugal	ADJ
fennia-3849	90	17	and	and	CCONJ
fennia-3849	90	18	centripetal	centripetal	ADJ
fennia-3849	90	19	development	development	NOUN
fennia-3849	90	20	.	.	PUNCT
fennia-3849	91	1	by	by	ADP
fennia-3849	91	2	comparing	compare	VERB
fennia-3849	91	3	the	the	DET
fennia-3849	91	4	theoretical	theoretical	ADJ
fennia-3849	91	5	outcomes	outcome	NOUN
fennia-3849	91	6	with	with	ADP
fennia-3849	91	7	the	the	DET
fennia-3849	91	8	observed	observed	ADJ
fennia-3849	91	9	development	development	NOUN
fennia-3849	91	10	,	,	PUNCT
fennia-3849	91	11	we	we	PRON
fennia-3849	91	12	were	be	AUX
fennia-3849	91	13	able	able	ADJ
fennia-3849	91	14	to	to	PART
fennia-3849	91	15	test	test	VERB
fennia-3849	91	16	the	the	DET
fennia-3849	91	17	tendency	tendency	NOUN
fennia-3849	91	18	for	for	ADP
fennia-3849	91	19	spatial	spatial	ADJ
fennia-3849	91	20	divergence	divergence	NOUN
fennia-3849	91	21	in	in	ADP
fennia-3849	91	22	living	living	NOUN
fennia-3849	91	23	standard	standard	NOUN
fennia-3849	91	24	and	and	CCONJ
fennia-3849	91	25	assess	assess	VERB
fennia-3849	91	26	its	its	PRON
fennia-3849	91	27	nature	nature	NOUN
fennia-3849	91	28	.	.	PUNCT
fennia-3849	92	1	the	the	DET
fennia-3849	92	2	random	random	ADJ
fennia-3849	92	3	development	development	NOUN
fennia-3849	92	4	process	process	NOUN
fennia-3849	92	5	is	be	AUX
fennia-3849	92	6	based	base	VERB
fennia-3849	92	7	on	on	ADP
fennia-3849	92	8	random	random	ADJ
fennia-3849	92	9	simulation	simulation	NOUN
fennia-3849	92	10	of	of	ADP
fennia-3849	92	11	the	the	DET
fennia-3849	92	12	differences	difference	NOUN
fennia-3849	92	13	in	in	ADP
fennia-3849	92	14	pca	pca	NOUN
fennia-3849	92	15	scores	score	NOUN
fennia-3849	92	16	without	without	ADP
fennia-3849	92	17	replacement	replacement	NOUN
fennia-3849	92	18	fig	fig	NOUN
fennia-3849	92	19	.	.	PUNCT
fennia-3849	93	1	1	1	X
fennia-3849	93	2	.	.	X
fennia-3849	94	1	the	the	DET
fennia-3849	94	2	161	161	NUM
fennia-3849	94	3	postcode	postcode	NOUN
fennia-3849	94	4	areas	area	NOUN
fennia-3849	94	5	of	of	ADP
fennia-3849	94	6	north	north	PROPN
fennia-3849	94	7	karelia	karelia	PROPN
fennia-3849	94	8	in	in	ADP
fennia-3849	94	9	2008	2008	NUM
fennia-3849	94	10	.	.	PUNCT
fennia-3849	95	1	the	the	DET
fennia-3849	95	2	arrows	arrow	NOUN
fennia-3849	95	3	point	point	VERB
fennia-3849	95	4	to	to	ADP
fennia-3849	95	5	the	the	DET
fennia-3849	95	6	centres	centre	NOUN
fennia-3849	95	7	of	of	ADP
fennia-3849	95	8	municipalities	municipality	NOUN
fennia-3849	95	9	.	.	PUNCT
fennia-3849	96	1	fennia	fennia	NOUN
fennia-3849	96	2	189	189	NUM
fennia-3849	96	3	:	:	SYM
fennia-3849	96	4	2	2	NUM
fennia-3849	96	5	(	(	PUNCT
fennia-3849	96	6	2011	2011	NUM
fennia-3849	96	7	)	)	PUNCT
fennia-3849	96	8	51spatial	51spatial	NUM
fennia-3849	96	9	divergence	divergence	NOUN
fennia-3849	96	10	in	in	ADP
fennia-3849	96	11	living	living	NOUN
fennia-3849	96	12	standards	standard	NOUN
fennia-3849	96	13	during	during	ADP
fennia-3849	96	14	an	an	DET
fennia-3849	96	15	economic	economic	ADJ
fennia-3849	96	16	…	…	PUNCT
fennia-3849	96	17	with	with	ADP
fennia-3849	96	18	equal	equal	ADJ
fennia-3849	96	19	probabilities	probability	NOUN
fennia-3849	96	20	for	for	ADP
fennia-3849	96	21	all	all	DET
fennia-3849	96	22	postcode	postcode	NOUN
fennia-3849	96	23	areas	area	NOUN
fennia-3849	96	24	,	,	PUNCT
fennia-3849	96	25	while	while	SCONJ
fennia-3849	96	26	the	the	DET
fennia-3849	96	27	latter	latter	ADJ
fennia-3849	96	28	two	two	NUM
fennia-3849	96	29	simulations	simulation	NOUN
fennia-3849	96	30	are	be	AUX
fennia-3849	96	31	based	base	VERB
fennia-3849	96	32	on	on	ADP
fennia-3849	96	33	probability	probability	NOUN
fennia-3849	96	34	sampling	sample	VERB
fennia-3849	96	35	without	without	ADP
fennia-3849	96	36	replacement	replacement	NOUN
fennia-3849	96	37	.	.	PUNCT
fennia-3849	97	1	the	the	DET
fennia-3849	97	2	probabilities	probability	NOUN
fennia-3849	97	3	for	for	ADP
fennia-3849	97	4	sampling	sample	VERB
fennia-3849	97	5	are	be	AUX
fennia-3849	97	6	p	p	X
fennia-3849	97	7	i	i	NOUN
fennia-3849	97	8	=	=	PUNCT
fennia-3849	98	1	r	r	NOUN
fennia-3849	98	2	i	i	PRON
fennia-3849	98	3	/134	/134	PROPN
fennia-3849	98	4	,	,	PUNCT
fennia-3849	98	5	where	where	SCONJ
fennia-3849	98	6	r	r	NOUN
fennia-3849	98	7	i	i	PRON
fennia-3849	98	8	is	be	AUX
fennia-3849	98	9	the	the	DET
fennia-3849	98	10	rank	rank	NOUN
fennia-3849	98	11	of	of	ADP
fennia-3849	98	12	the	the	DET
fennia-3849	98	13	postcode	postcode	NOUN
fennia-3849	98	14	area	area	NOUN
fennia-3849	99	1	i	i	PRON
fennia-3849	99	2	dependent	dependent	ADJ
fennia-3849	99	3	on	on	ADP
fennia-3849	99	4	its	its	PRON
fennia-3849	99	5	location	location	NOUN
fennia-3849	99	6	in	in	ADP
fennia-3849	99	7	relation	relation	NOUN
fennia-3849	99	8	to	to	ADP
fennia-3849	99	9	joensuu	joensuu	PROPN
fennia-3849	99	10	market	market	PROPN
fennia-3849	99	11	square	square	NOUN
fennia-3849	99	12	.	.	PUNCT
fennia-3849	100	1	in	in	ADP
fennia-3849	100	2	the	the	DET
fennia-3849	100	3	centrifugal	centrifugal	PROPN
fennia-3849	100	4	simulation	simulation	NOUN
fennia-3849	100	5	the	the	DET
fennia-3849	100	6	ranks	rank	NOUN
fennia-3849	100	7	were	be	AUX
fennia-3849	100	8	highest	high	ADJ
fennia-3849	100	9	in	in	ADP
fennia-3849	100	10	the	the	DET
fennia-3849	100	11	distant	distant	ADJ
fennia-3849	100	12	areas	area	NOUN
fennia-3849	100	13	and	and	CCONJ
fennia-3849	100	14	descended	descend	VERB
fennia-3849	100	15	towards	towards	ADP
fennia-3849	100	16	the	the	DET
fennia-3849	100	17	core	core	NOUN
fennia-3849	100	18	,	,	PUNCT
fennia-3849	100	19	while	while	SCONJ
fennia-3849	100	20	in	in	ADP
fennia-3849	100	21	the	the	DET
fennia-3849	100	22	centripetal	centripetal	ADJ
fennia-3849	100	23	simulation	simulation	NOUN
fennia-3849	100	24	the	the	DET
fennia-3849	100	25	ranking	ranking	NOUN
fennia-3849	100	26	was	be	AUX
fennia-3849	100	27	reversed	reverse	VERB
fennia-3849	100	28	.	.	PUNCT
fennia-3849	101	1	probabilities	probability	NOUN
fennia-3849	101	2	are	be	AUX
fennia-3849	101	3	used	use	VERB
fennia-3849	101	4	in	in	ADP
fennia-3849	101	5	the	the	DET
fennia-3849	101	6	simulations	simulation	NOUN
fennia-3849	101	7	to	to	PART
fennia-3849	101	8	sample	sample	VERB
fennia-3849	101	9	the	the	DET
fennia-3849	101	10	group	group	NOUN
fennia-3849	101	11	of	of	ADP
fennia-3849	101	12	sorted	sorted	ADJ
fennia-3849	101	13	values	value	NOUN
fennia-3849	101	14	for	for	ADP
fennia-3849	101	15	the	the	DET
fennia-3849	101	16	estimated	estimate	VERB
fennia-3849	101	17	change	change	NOUN
fennia-3849	101	18	in	in	ADP
fennia-3849	101	19	living	living	NOUN
fennia-3849	101	20	standards	standard	NOUN
fennia-3849	101	21	{	{	PUNCT
fennia-3849	101	22	)	)	PUNCT
fennia-3849	101	23	(	(	PUNCT
fennia-3849	101	24	)	)	PUNCT
fennia-3849	101	25	2	2	NUM
fennia-3849	101	26	(	(	PUNCT
fennia-3849	101	27	2	2	NUM
fennia-3849	101	28	)	)	SYM
fennia-3849	101	29	1	1	NUM
fennia-3849	101	30	(	(	PUNCT
fennia-3849	101	31	1	1	NUM
fennia-3849	101	32	ˆ,	ˆ,	NUM
fennia-3849	101	33	...	...	PUNCT
fennia-3849	101	34	,ˆ,ˆ	,ˆ,ˆ	PROPN
fennia-3849	101	35	m	m	VERB
fennia-3849	101	36	nyyy	nyyy	NOUN
fennia-3849	101	37	}	}	PUNCT
fennia-3849	101	38	,	,	PUNCT
fennia-3849	101	39	where	where	SCONJ
fennia-3849	101	40	the	the	DET
fennia-3849	101	41	index	index	NOUN
fennia-3849	101	42	n	n	PRON
fennia-3849	101	43	denotes	denote	VERB
fennia-3849	101	44	the	the	DET
fennia-3849	101	45	number	number	NOUN
fennia-3849	101	46	of	of	ADP
fennia-3849	101	47	the	the	DET
fennia-3849	101	48	postcode	postcode	NOUN
fennia-3849	101	49	areas	area	NOUN
fennia-3849	101	50	and	and	CCONJ
fennia-3849	101	51	m	m	VERB
fennia-3849	101	52	the	the	DET
fennia-3849	101	53	rank	rank	NOUN
fennia-3849	101	54	in	in	ADP
fennia-3849	101	55	terms	term	NOUN
fennia-3849	101	56	of	of	ADP
fennia-3849	101	57	living	living	NOUN
fennia-3849	101	58	standards	standard	NOUN
fennia-3849	101	59	.	.	PUNCT
fennia-3849	102	1	the	the	DET
fennia-3849	102	2	permuted	permuted	ADJ
fennia-3849	102	3	sampling	sampling	NOUN
fennia-3849	102	4	was	be	AUX
fennia-3849	102	5	repeated	repeat	VERB
fennia-3849	102	6	1000	1000	NUM
fennia-3849	102	7	times	time	NOUN
fennia-3849	102	8	and	and	CCONJ
fennia-3849	102	9	after	after	ADP
fennia-3849	102	10	each	each	DET
fennia-3849	102	11	permutation	permutation	NOUN
fennia-3849	102	12	a	a	DET
fennia-3849	102	13	non	non	ADJ
fennia-3849	102	14	-	-	ADJ
fennia-3849	102	15	parametric	parametric	ADJ
fennia-3849	102	16	regression	regression	NOUN
fennia-3849	102	17	model	model	NOUN
fennia-3849	102	18	was	be	AUX
fennia-3849	102	19	constructed	construct	VERB
fennia-3849	102	20	with	with	ADP
fennia-3849	102	21	the	the	DET
fennia-3849	102	22	same	same	ADJ
fennia-3849	102	23	bandwidth	bandwidth	NOUN
fennia-3849	102	24	(	(	PUNCT
fennia-3849	102	25	equation	equation	NOUN
fennia-3849	102	26	2	2	NUM
fennia-3849	102	27	)	)	PUNCT
fennia-3849	102	28	.	.	PUNCT
fennia-3849	103	1	after	after	ADP
fennia-3849	103	2	the	the	DET
fennia-3849	103	3	simulations	simulation	NOUN
fennia-3849	103	4	the	the	DET
fennia-3849	103	5	average	average	ADJ
fennia-3849	103	6	and	and	CCONJ
fennia-3849	103	7	standard	standard	ADJ
fennia-3849	103	8	error	error	NOUN
fennia-3849	103	9	of	of	ADP
fennia-3849	103	10	the	the	DET
fennia-3849	103	11	estimates	estimate	NOUN
fennia-3849	103	12	were	be	AUX
fennia-3849	103	13	calculated	calculate	VERB
fennia-3849	103	14	as	as	ADP
fennia-3849	103	15	∑	∑	PROPN
fennia-3849	103	16	=	=	SYM
fennia-3849	103	17	=	=	SYM
fennia-3849	103	18	k	k	NOUN
fennia-3849	104	1	i	i	PRON
fennia-3849	104	2	ki	ki	INTJ
fennia-3849	104	3	yy	yy	INTJ
fennia-3849	104	4	1	1	NUM
fennia-3849	104	5	ˆ	ˆ	NUM
fennia-3849	104	6	1000	1000	NUM
fennia-3849	104	7	1	1	NUM
fennia-3849	104	8	and	and	CCONJ
fennia-3849	104	9	s̄ē	s̄ē	PROPN
fennia-3849	104	10	(	(	PUNCT
fennia-3849	104	11	ȳ	ȳ	NOUN
fennia-3849	104	12	i	i	PROPN
fennia-3849	104	13	)	)	PUNCT
fennia-3849	105	1	=	=	PUNCT
fennia-3849	105	2	s	s	VERB
fennia-3849	105	3	i	i	PROPN
fennia-3849	105	4	/√	/√	NOUN
fennia-3849	105	5	n̄	n̄	PROPN
fennia-3849	105	6	,	,	PUNCT
fennia-3849	105	7	where	where	SCONJ
fennia-3849	105	8	s	s	AUX
fennia-3849	105	9	i	i	PRON
fennia-3849	105	10	is	be	AUX
fennia-3849	105	11	the	the	DET
fennia-3849	105	12	standard	standard	ADJ
fennia-3849	105	13	deviation	deviation	NOUN
fennia-3849	105	14	of	of	ADP
fennia-3849	105	15	the	the	DET
fennia-3849	105	16	individual	individual	ADJ
fennia-3849	105	17	observations	observation	NOUN
fennia-3849	105	18	in	in	ADP
fennia-3849	105	19	postcode	postcode	PROPN
fennia-3849	105	20	area	area	NOUN
fennia-3849	105	21	i.	i.	NOUN
fennia-3849	105	22	the	the	DET
fennia-3849	105	23	confidence	confidence	NOUN
fennia-3849	105	24	intervals	interval	NOUN
fennia-3849	105	25	for	for	ADP
fennia-3849	105	26	the	the	DET
fennia-3849	105	27	simulations	simulation	NOUN
fennia-3849	105	28	were	be	AUX
fennia-3849	105	29	calculated	calculate	VERB
fennia-3849	105	30	as	as	ADP
fennia-3849	105	31	[	[	X
fennia-3849	105	32	)	)	PUNCT
fennia-3849	105	33	(	(	PUNCT
fennia-3849	105	34	(	(	PUNCT
fennia-3849	105	35	)	)	PUNCT
fennia-3849	105	36	1()1	1()1	NUM
fennia-3849	105	37	(	(	PUNCT
fennia-3849	105	38	iiii	iiii	PROPN
fennia-3849	105	39	yeszyyeszy	yeszyyeszy	PROPN
fennia-3849	105	40	αα	αα	PROPN
fennia-3849	105	41	−−	−−	NOUN
fennia-3849	105	42	+	+	NOUN
fennia-3849	105	43	−	−	PROPN
fennia-3849	105	44	)	)	PUNCT
fennia-3849	105	45	,	,	PUNCT
fennia-3849	105	46	)	)	PUNCT
fennia-3849	105	47	(	(	PUNCT
fennia-3849	105	48	(	(	PUNCT
fennia-3849	105	49	)	)	PUNCT
fennia-3849	105	50	1()1	1()1	NUM
fennia-3849	105	51	(	(	PUNCT
fennia-3849	105	52	iiii	iiii	PROPN
fennia-3849	105	53	yeszyyeszy	yeszyyeszy	PROPN
fennia-3849	105	54	αα	αα	PROPN
fennia-3849	105	55	−−	−−	NOUN
fennia-3849	105	56	+	+	NOUN
fennia-3849	105	57	−	−	PROPN
fennia-3849	105	58	)	)	PUNCT
fennia-3849	106	1	]	]	PUNCT
fennia-3849	106	2	,	,	PUNCT
fennia-3849	106	3	where	where	SCONJ
fennia-3849	106	4	z	z	NOUN
fennia-3849	106	5	(	(	PUNCT
fennia-3849	106	6	1	1	NUM
fennia-3849	106	7	–	–	PUNCT
fennia-3849	106	8	a	a	PRON
fennia-3849	106	9	)	)	PUNCT
fennia-3849	106	10	is	be	AUX
fennia-3849	106	11	the	the	DET
fennia-3849	106	12	standard	standard	ADJ
fennia-3849	106	13	normal	normal	ADJ
fennia-3849	106	14	percentile	percentile	NOUN
fennia-3849	106	15	and	and	CCONJ
fennia-3849	106	16	z(1–0.025	z(1–0.025	ADJ
fennia-3849	106	17	)	)	PUNCT
fennia-3849	106	18	=	=	SYM
fennia-3849	106	19	1.96	1.96	NUM
fennia-3849	106	20	.	.	PUNCT
fennia-3849	107	1	in	in	ADP
fennia-3849	107	2	order	order	NOUN
fennia-3849	107	3	to	to	PART
fennia-3849	107	4	understand	understand	VERB
fennia-3849	107	5	the	the	DET
fennia-3849	107	6	results	result	NOUN
fennia-3849	107	7	of	of	ADP
fennia-3849	107	8	our	our	PRON
fennia-3849	107	9	test	test	NOUN
fennia-3849	107	10	of	of	ADP
fennia-3849	107	11	the	the	DET
fennia-3849	107	12	hypothesis	hypothesis	NOUN
fennia-3849	107	13	on	on	ADP
fennia-3849	107	14	the	the	DET
fennia-3849	107	15	divergence	divergence	NOUN
fennia-3849	107	16	of	of	ADP
fennia-3849	107	17	living	living	NOUN
fennia-3849	107	18	standards	standard	NOUN
fennia-3849	107	19	more	more	ADV
fennia-3849	107	20	thoroughly	thoroughly	ADV
fennia-3849	107	21	,	,	PUNCT
fennia-3849	107	22	we	we	PRON
fennia-3849	107	23	posed	pose	VERB
fennia-3849	107	24	four	four	NUM
fennia-3849	107	25	questions	question	NOUN
fennia-3849	107	26	regarding	regard	VERB
fennia-3849	107	27	the	the	DET
fennia-3849	107	28	impacts	impact	NOUN
fennia-3849	107	29	of	of	ADP
fennia-3849	107	30	commuting	commuting	NOUN
fennia-3849	107	31	and	and	CCONJ
fennia-3849	107	32	the	the	DET
fennia-3849	107	33	properties	property	NOUN
fennia-3849	107	34	of	of	ADP
fennia-3849	107	35	residential	residential	ADJ
fennia-3849	107	36	areas	area	NOUN
fennia-3849	107	37	on	on	ADP
fennia-3849	107	38	changes	change	NOUN
fennia-3849	107	39	in	in	ADP
fennia-3849	107	40	living	living	NOUN
fennia-3849	107	41	standards	standard	NOUN
fennia-3849	107	42	and	and	CCONJ
fennia-3849	107	43	analysed	analyse	VERB
fennia-3849	107	44	what	what	DET
fennia-3849	107	45	factors	factor	NOUN
fennia-3849	107	46	explain	explain	VERB
fennia-3849	107	47	these	these	DET
fennia-3849	107	48	changes	change	NOUN
fennia-3849	107	49	in	in	ADP
fennia-3849	107	50	living	living	NOUN
fennia-3849	107	51	standards	standard	NOUN
fennia-3849	107	52	and	and	CCONJ
fennia-3849	107	53	how	how	SCONJ
fennia-3849	107	54	they	they	PRON
fennia-3849	107	55	are	be	AUX
fennia-3849	107	56	located	locate	VERB
fennia-3849	107	57	relative	relative	ADJ
fennia-3849	107	58	to	to	ADP
fennia-3849	107	59	the	the	DET
fennia-3849	107	60	regional	regional	ADJ
fennia-3849	107	61	core	core	NOUN
fennia-3849	107	62	.	.	PUNCT
fennia-3849	108	1	we	we	PRON
fennia-3849	108	2	used	use	VERB
fennia-3849	108	3	the	the	DET
fennia-3849	108	4	following	following	NOUN
fennia-3849	108	5	as	as	ADP
fennia-3849	108	6	independent	independent	ADJ
fennia-3849	108	7	variables	variable	NOUN
fennia-3849	108	8	in	in	ADP
fennia-3849	108	9	our	our	PRON
fennia-3849	108	10	explorative	explorative	ADJ
fennia-3849	108	11	setting	setting	NOUN
fennia-3849	108	12	:	:	PUNCT
fennia-3849	108	13	the	the	DET
fennia-3849	108	14	importance	importance	NOUN
fennia-3849	108	15	of	of	ADP
fennia-3849	108	16	the	the	DET
fennia-3849	108	17	commuting	commuting	NOUN
fennia-3849	108	18	distance	distance	NOUN
fennia-3849	108	19	,	,	PUNCT
fennia-3849	108	20	changes	change	NOUN
fennia-3849	108	21	in	in	ADP
fennia-3849	108	22	the	the	DET
fennia-3849	108	23	commuting	commuting	NOUN
fennia-3849	108	24	distance	distance	NOUN
fennia-3849	108	25	,	,	PUNCT
fennia-3849	108	26	the	the	DET
fennia-3849	108	27	population	population	NOUN
fennia-3849	108	28	change	change	VERB
fennia-3849	108	29	1993−2003	1993−2003	NUM
fennia-3849	108	30	and	and	CCONJ
fennia-3849	108	31	the	the	DET
fennia-3849	108	32	construction	construction	NOUN
fennia-3849	108	33	of	of	ADP
fennia-3849	108	34	housing	housing	NOUN
fennia-3849	108	35	after	after	ADP
fennia-3849	108	36	1991	1991	NUM
fennia-3849	108	37	,	,	PUNCT
fennia-3849	108	38	in	in	ADP
fennia-3849	108	39	order	order	NOUN
fennia-3849	108	40	to	to	PART
fennia-3849	108	41	assess	assess	VERB
fennia-3849	108	42	living	living	NOUN
fennia-3849	108	43	standards	standard	NOUN
fennia-3849	108	44	in	in	ADP
fennia-3849	108	45	the	the	DET
fennia-3849	108	46	different	different	ADJ
fennia-3849	108	47	locations	location	NOUN
fennia-3849	108	48	.	.	PUNCT
fennia-3849	109	1	our	our	PRON
fennia-3849	109	2	analysis	analysis	NOUN
fennia-3849	109	3	will	will	AUX
fennia-3849	109	4	reveal	reveal	VERB
fennia-3849	109	5	how	how	SCONJ
fennia-3849	109	6	these	these	DET
fennia-3849	109	7	variables	variable	NOUN
fennia-3849	109	8	generated	generate	VERB
fennia-3849	109	9	changes	change	NOUN
fennia-3849	109	10	in	in	ADP
fennia-3849	109	11	living	living	NOUN
fennia-3849	109	12	standards	standard	NOUN
fennia-3849	109	13	at	at	ADP
fennia-3849	109	14	different	different	ADJ
fennia-3849	109	15	distances	distance	NOUN
fennia-3849	109	16	,	,	PUNCT
fennia-3849	109	17	and	and	CCONJ
fennia-3849	109	18	since	since	SCONJ
fennia-3849	109	19	there	there	PRON
fennia-3849	109	20	is	be	VERB
fennia-3849	109	21	no	no	DET
fennia-3849	109	22	reasonable	reasonable	ADJ
fennia-3849	109	23	a	a	DET
fennia-3849	109	24	priori	priori	ADJ
fennia-3849	109	25	expectation	expectation	NOUN
fennia-3849	109	26	and	and	CCONJ
fennia-3849	109	27	thus	thus	ADV
fennia-3849	109	28	no	no	DET
fennia-3849	109	29	reasonable	reasonable	ADJ
fennia-3849	109	30	hypothesis	hypothesis	NOUN
fennia-3849	109	31	regarding	regard	VERB
fennia-3849	109	32	the	the	DET
fennia-3849	109	33	nature	nature	NOUN
fennia-3849	109	34	of	of	ADP
fennia-3849	109	35	such	such	ADJ
fennia-3849	109	36	relations	relation	NOUN
fennia-3849	109	37	,	,	PUNCT
fennia-3849	109	38	we	we	PRON
fennia-3849	109	39	approached	approach	VERB
fennia-3849	109	40	the	the	DET
fennia-3849	109	41	issue	issue	NOUN
fennia-3849	109	42	exploratively	exploratively	ADV
fennia-3849	109	43	.	.	PUNCT
fennia-3849	110	1	to	to	PART
fennia-3849	110	2	test	test	VERB
fennia-3849	110	3	these	these	DET
fennia-3849	110	4	questions	question	NOUN
fennia-3849	110	5	related	relate	VERB
fennia-3849	110	6	to	to	ADP
fennia-3849	110	7	our	our	PRON
fennia-3849	110	8	hypothesis	hypothesis	NOUN
fennia-3849	110	9	,	,	PUNCT
fennia-3849	110	10	we	we	PRON
fennia-3849	110	11	used	use	VERB
fennia-3849	110	12	the	the	DET
fennia-3849	110	13	nadaraya	nadaraya	PROPN
fennia-3849	110	14	-	-	PUNCT
fennia-3849	110	15	watson	watson	NOUN
fennia-3849	110	16	estimator	estimator	NOUN
fennia-3849	110	17	for	for	ADP
fennia-3849	110	18	multivariate	multivariate	NOUN
fennia-3849	110	19	predictors	predictor	NOUN
fennia-3849	110	20	to	to	PART
fennia-3849	110	21	identify	identify	VERB
fennia-3849	110	22	the	the	DET
fennia-3849	110	23	dependence	dependence	NOUN
fennia-3849	110	24	of	of	ADP
fennia-3849	110	25	living	living	NOUN
fennia-3849	110	26	standards	standard	NOUN
fennia-3849	110	27	on	on	ADP
fennia-3849	110	28	these	these	DET
fennia-3849	110	29	attributes	attribute	NOUN
fennia-3849	110	30	of	of	ADP
fennia-3849	110	31	a	a	DET
fennia-3849	110	32	postcode	postcode	NOUN
fennia-3849	110	33	area	area	NOUN
fennia-3849	110	34	combined	combine	VERB
fennia-3849	110	35	with	with	ADP
fennia-3849	110	36	the	the	DET
fennia-3849	110	37	distance	distance	NOUN
fennia-3849	110	38	from	from	ADP
fennia-3849	110	39	joensuu	joensuu	NOUN
fennia-3849	110	40	by	by	ADP
fennia-3849	110	41	road	road	NOUN
fennia-3849	110	42	.	.	PUNCT
fennia-3849	111	1	the	the	DET
fennia-3849	111	2	multivariate	multivariate	NOUN
fennia-3849	111	3	model	model	NOUN
fennia-3849	111	4	can	can	AUX
fennia-3849	111	5	be	be	AUX
fennia-3849	111	6	written	write	VERB
fennia-3849	111	7	as	as	ADP
fennia-3849	111	8	(	(	PUNCT
fennia-3849	111	9	faraway	faraway	ADJ
fennia-3849	111	10	2006	2006	NUM
fennia-3849	111	11	):	):	PUNCT
fennia-3849	111	12	f	f	PROPN
fennia-3849	111	13	∑	∑	PUNCT
fennia-3849	111	14	∑	∑	PUNCT
fennia-3849	111	15	=	=	PUNCT
fennia-3849	111	16	=	=	PUNCT
fennia-3849	112	1	−	−	NOUN
fennia-3849	112	2	−	−	PROPN
fennia-3849	113	1	=	=	SYM
fennia-3849	113	2	n	n	PROPN
fennia-3849	113	3	j	j	PROPN
fennia-3849	113	4	j	j	PROPN
fennia-3849	114	1	jj	jj	PROPN
fennia-3849	114	2	n	n	PROPN
fennia-3849	114	3	j	j	PROPN
fennia-3849	114	4	xxk	xxk	PROPN
fennia-3849	114	5	yxxk	yxxk	NOUN
fennia-3849	114	6	x	x	SYM
fennia-3849	114	7	1	1	NUM
fennia-3849	114	8	1	1	NUM
fennia-3849	114	9	)	)	PUNCT
fennia-3849	114	10	/	/	SYM
fennia-3849	114	11	(	(	PUNCT
fennia-3849	114	12	)	)	PUNCT
fennia-3849	114	13	/	/	SYM
fennia-3849	114	14	(	(	PUNCT
fennia-3849	114	15	)	)	PUNCT
fennia-3849	114	16	(	(	PUNCT
fennia-3849	114	17	λ	λ	X
fennia-3849	114	18	λ	λ	X
fennia-3849	114	19	λ	λ	X
fennia-3849	114	20	.	.	PUNCT
fennia-3849	115	1	(	(	PUNCT
fennia-3849	115	2	3	3	NUM
fennia-3849	115	3	)	)	PUNCT
fennia-3849	115	4	.	.	PUNCT
fennia-3849	116	1	the	the	DET
fennia-3849	116	2	quality	quality	NOUN
fennia-3849	116	3	of	of	ADP
fennia-3849	116	4	a	a	DET
fennia-3849	116	5	kernel	kernel	NOUN
fennia-3849	116	6	estimate	estimate	NOUN
fennia-3849	116	7	depends	depend	VERB
fennia-3849	116	8	less	less	ADJ
fennia-3849	116	9	on	on	ADP
fennia-3849	116	10	the	the	DET
fennia-3849	116	11	shape	shape	NOUN
fennia-3849	116	12	of	of	ADP
fennia-3849	116	13	k	k	NOUN
fennia-3849	116	14	than	than	ADP
fennia-3849	116	15	on	on	ADP
fennia-3849	116	16	the	the	DET
fennia-3849	116	17	value	value	NOUN
fennia-3849	116	18	of	of	ADP
fennia-3849	116	19	its	its	PRON
fennia-3849	116	20	bandwidth	bandwidth	ADJ
fennia-3849	116	21	λ	λ	PROPN
fennia-3849	116	22	.	.	PUNCT
fennia-3849	117	1	as	as	ADP
fennia-3849	117	2	λ	λ	NOUN
fennia-3849	117	3	increases	increase	NOUN
fennia-3849	117	4	,	,	PUNCT
fennia-3849	117	5	the	the	DET
fennia-3849	117	6	variance	variance	NOUN
fennia-3849	117	7	of	of	ADP
fennia-3849	117	8	an	an	DET
fennia-3849	117	9	estimate	estimate	NOUN
fennia-3849	117	10	decreases	decrease	VERB
fennia-3849	117	11	because	because	SCONJ
fennia-3849	117	12	a	a	DET
fennia-3849	117	13	large	large	ADJ
fennia-3849	117	14	number	number	NOUN
fennia-3849	117	15	of	of	ADP
fennia-3849	117	16	points	point	NOUN
fennia-3849	117	17	are	be	AUX
fennia-3849	117	18	used	use	VERB
fennia-3849	117	19	in	in	ADP
fennia-3849	117	20	the	the	DET
fennia-3849	117	21	estimation	estimation	NOUN
fennia-3849	117	22	of	of	ADP
fennia-3849	117	23	density	density	NOUN
fennia-3849	117	24	,	,	PUNCT
fennia-3849	117	25	but	but	CCONJ
fennia-3849	117	26	large	large	ADJ
fennia-3849	117	27	values	value	NOUN
fennia-3849	117	28	of	of	ADP
fennia-3849	117	29	λ	λ	PROPN
fennia-3849	117	30	can	can	AUX
fennia-3849	117	31	lead	lead	VERB
fennia-3849	117	32	to	to	ADP
fennia-3849	117	33	an	an	DET
fennia-3849	117	34	over	over	ADV
fennia-3849	117	35	-	-	PUNCT
fennia-3849	117	36	smoothed	smooth	VERB
fennia-3849	117	37	surface	surface	NOUN
fennia-3849	117	38	with	with	ADP
fennia-3849	117	39	increased	increase	VERB
fennia-3849	117	40	bias	bias	NOUN
fennia-3849	117	41	.	.	PUNCT
fennia-3849	118	1	since	since	SCONJ
fennia-3849	118	2	the	the	DET
fennia-3849	118	3	smoothing	smoothing	NOUN
fennia-3849	118	4	is	be	AUX
fennia-3849	118	5	mostly	mostly	ADV
fennia-3849	118	6	based	base	VERB
fennia-3849	118	7	on	on	ADP
fennia-3849	118	8	the	the	DET
fennia-3849	118	9	values	value	NOUN
fennia-3849	118	10	of	of	ADP
fennia-3849	118	11	the	the	DET
fennia-3849	118	12	bandwidth	bandwidth	NOUN
fennia-3849	118	13	,	,	PUNCT
fennia-3849	118	14	we	we	PRON
fennia-3849	118	15	used	use	VERB
fennia-3849	118	16	the	the	DET
fennia-3849	118	17	crossvalidation	crossvalidation	NOUN
fennia-3849	118	18	(	(	PUNCT
fennia-3849	118	19	cv	cv	NOUN
fennia-3849	118	20	)	)	PUNCT
fennia-3849	118	21	method	method	NOUN
fennia-3849	118	22	to	to	PART
fennia-3849	118	23	select	select	VERB
fennia-3849	118	24	the	the	DET
fennia-3849	118	25	smoothing	smoothing	NOUN
fennia-3849	118	26	parameter	parameter	NOUN
fennia-3849	118	27	λ	λ	PROPN
fennia-3849	118	28	.	.	PUNCT
fennia-3849	119	1	the	the	DET
fennia-3849	119	2	guiding	guide	VERB
fennia-3849	119	3	principle	principle	NOUN
fennia-3849	119	4	was	be	AUX
fennia-3849	119	5	to	to	PART
fennia-3849	119	6	choose	choose	VERB
fennia-3849	119	7	λ	λ	NOUN
fennia-3849	119	8	such	such	ADJ
fennia-3849	119	9	that	that	SCONJ
fennia-3849	119	10	the	the	DET
fennia-3849	119	11	integrated	integrate	VERB
fennia-3849	119	12	mean	mean	ADJ
fennia-3849	119	13	square	square	ADJ
fennia-3849	119	14	error	error	NOUN
fennia-3849	119	15	of	of	ADP
fennia-3849	119	16	the	the	DET
fennia-3849	119	17	estimated	estimate	VERB
fennia-3849	119	18	density	density	NOUN
fennia-3849	119	19	was	be	AUX
fennia-3849	119	20	minimized	minimize	VERB
fennia-3849	119	21	(	(	PUNCT
fennia-3849	119	22	bowman	bowman	PROPN
fennia-3849	119	23	&	&	CCONJ
fennia-3849	119	24	azzalini	azzalini	PROPN
fennia-3849	119	25	1997	1997	NUM
fennia-3849	119	26	):	):	PUNCT
fennia-3849	119	27	cv	cv	PROPN
fennia-3849	119	28	∑	∑	PUNCT
fennia-3849	119	29	=	=	PROPN
fennia-3849	119	30	−=	−=	PROPN
fennia-3849	119	31	n	n	PROPN
fennia-3849	120	1	j	j	PROPN
fennia-3849	120	2	jjj	jjj	PROPN
fennia-3849	120	3	xfy	xfy	PROPN
fennia-3849	120	4	n	n	CCONJ
fennia-3849	120	5	1	1	NUM
fennia-3849	120	6	2	2	NUM
fennia-3849	120	7	)	)	PUNCT
fennia-3849	120	8	(	(	PUNCT
fennia-3849	120	9	(	(	PUNCT
fennia-3849	120	10	ˆ	ˆ	NOUN
fennia-3849	120	11	(	(	PUNCT
fennia-3849	120	12	1	1	NUM
fennia-3849	120	13	)	)	PUNCT
fennia-3849	120	14	(	(	PUNCT
fennia-3849	120	15	λλ	λλ	PROPN
fennia-3849	120	16	�	�	PROPN
fennia-3849	120	17	�	�	PROPN
fennia-3849	120	18	)	)	PUNCT
fennia-3849	120	19	)	)	PUNCT
fennia-3849	120	20	,	,	PUNCT
fennia-3849	120	21	(	(	PUNCT
fennia-3849	120	22	4	4	NUM
fennia-3849	120	23	)	)	PUNCT
fennia-3849	120	24	,	,	PUNCT
fennia-3849	120	25	where	where	SCONJ
fennia-3849	120	26	the	the	DET
fennia-3849	120	27	estimate	estimate	NOUN
fennia-3849	120	28	∑	∑	VERB
fennia-3849	120	29	=	=	PUNCT
fennia-3849	120	30	−=	−=	PROPN
fennia-3849	120	31	n	n	PROPN
fennia-3849	120	32	j	j	PROPN
fennia-3849	120	33	jjj	jjj	PROPN
fennia-3849	120	34	xfy	xfy	PROPN
fennia-3849	120	35	n	n	CCONJ
fennia-3849	120	36	1	1	NUM
fennia-3849	120	37	2	2	NUM
fennia-3849	120	38	)	)	PUNCT
fennia-3849	120	39	(	(	PUNCT
fennia-3849	120	40	(	(	PUNCT
fennia-3849	120	41	ˆ	ˆ	NOUN
fennia-3849	120	42	(	(	PUNCT
fennia-3849	120	43	1	1	NUM
fennia-3849	120	44	)	)	PUNCT
fennia-3849	120	45	(	(	PUNCT
fennia-3849	120	46	λλ	λλ	PROPN
fennia-3849	120	47	�	�	PROPN
fennia-3849	120	48	�	�	PROPN
fennia-3849	120	49	)	)	PUNCT
fennia-3849	120	50	)	)	PUNCT
fennia-3849	120	51	(	(	PUNCT
fennia-3849	120	52	j	j	NOUN
fennia-3849	120	53	)	)	PUNCT
fennia-3849	120	54	is	be	AUX
fennia-3849	120	55	calculated	calculate	VERB
fennia-3849	120	56	from	from	ADP
fennia-3849	120	57	the	the	DET
fennia-3849	120	58	data	datum	NOUN
fennia-3849	120	59	with	with	ADP
fennia-3849	120	60	the	the	DET
fennia-3849	120	61	point	point	NOUN
fennia-3849	120	62	j	j	PROPN
fennia-3849	120	63	left	leave	VERB
fennia-3849	120	64	out	out	ADP
fennia-3849	120	65	and	and	CCONJ
fennia-3849	120	66	the	the	DET
fennia-3849	120	67	main	main	ADJ
fennia-3849	120	68	idea	idea	NOUN
fennia-3849	120	69	is	be	AUX
fennia-3849	120	70	to	to	PART
fennia-3849	120	71	predict	predict	VERB
fennia-3849	120	72	the	the	DET
fennia-3849	120	73	dependent	dependent	ADJ
fennia-3849	120	74	variable	variable	NOUN
fennia-3849	120	75	y	y	PROPN
fennia-3849	120	76	j	j	PROPN
fennia-3849	120	77	with	with	ADP
fennia-3849	120	78	the	the	DET
fennia-3849	120	79	remaining	remain	VERB
fennia-3849	120	80	data	datum	NOUN
fennia-3849	120	81	.	.	PUNCT
fennia-3849	121	1	the	the	DET
fennia-3849	121	2	non	non	ADJ
fennia-3849	121	3	-	-	ADJ
fennia-3849	121	4	parametric	parametric	ADJ
fennia-3849	121	5	regression	regression	NOUN
fennia-3849	121	6	models	model	NOUN
fennia-3849	121	7	were	be	AUX
fennia-3849	121	8	created	create	VERB
fennia-3849	121	9	with	with	ADP
fennia-3849	121	10	the	the	DET
fennia-3849	121	11	r	r	NOUN
fennia-3849	121	12	software	software	NOUN
fennia-3849	121	13	and	and	CCONJ
fennia-3849	121	14	its	its	PRON
fennia-3849	121	15	sm	sm	PROPN
fennia-3849	121	16	library	library	NOUN
fennia-3849	121	17	,	,	PUNCT
fennia-3849	121	18	as	as	SCONJ
fennia-3849	121	19	described	describe	VERB
fennia-3849	121	20	in	in	ADP
fennia-3849	121	21	more	more	ADJ
fennia-3849	121	22	detail	detail	NOUN
fennia-3849	121	23	by	by	ADP
fennia-3849	121	24	bowman	bowman	NOUN
fennia-3849	121	25	and	and	CCONJ
fennia-3849	121	26	azzalini	azzalini	PROPN
fennia-3849	121	27	(	(	PUNCT
fennia-3849	121	28	1997	1997	NUM
fennia-3849	121	29	)	)	PUNCT
fennia-3849	121	30	.	.	PUNCT
fennia-3849	122	1	the	the	DET
fennia-3849	122	2	distance	distance	NOUN
fennia-3849	122	3	was	be	AUX
fennia-3849	122	4	measured	measure	VERB
fennia-3849	122	5	as	as	ADP
fennia-3849	122	6	the	the	DET
fennia-3849	122	7	mean	mean	ADJ
fennia-3849	122	8	distance	distance	NOUN
fennia-3849	122	9	of	of	ADP
fennia-3849	122	10	people	people	NOUN
fennia-3849	122	11	’s	’s	PART
fennia-3849	122	12	homes	home	NOUN
fennia-3849	122	13	from	from	ADP
fennia-3849	122	14	the	the	DET
fennia-3849	122	15	market	market	NOUN
fennia-3849	122	16	square	square	NOUN
fennia-3849	122	17	of	of	ADP
fennia-3849	122	18	the	the	DET
fennia-3849	122	19	provincial	provincial	ADJ
fennia-3849	122	20	centre	centre	NOUN
fennia-3849	122	21	by	by	ADP
fennia-3849	122	22	road	road	NOUN
fennia-3849	122	23	,	,	PUNCT
fennia-3849	122	24	and	and	CCONJ
fennia-3849	122	25	was	be	AUX
fennia-3849	122	26	calculated	calculate	VERB
fennia-3849	122	27	using	use	VERB
fennia-3849	122	28	the	the	DET
fennia-3849	122	29	network	network	NOUN
fennia-3849	122	30	analyst	analyst	NOUN
fennia-3849	122	31	tool	tool	NOUN
fennia-3849	122	32	in	in	ADP
fennia-3849	122	33	arcmap	arcmap	PROPN
fennia-3849	122	34	.	.	PUNCT
fennia-3849	123	1	building	build	VERB
fennia-3849	123	2	the	the	DET
fennia-3849	123	3	living	living	NOUN
fennia-3849	123	4	standards	standard	NOUN
fennia-3849	123	5	variable	variable	ADJ
fennia-3849	123	6	by	by	ADP
fennia-3849	123	7	pca	pca	PROPN
fennia-3849	123	8	our	our	PRON
fennia-3849	123	9	chain	chain	NOUN
fennia-3849	123	10	of	of	ADP
fennia-3849	123	11	reasoning	reasoning	NOUN
fennia-3849	123	12	was	be	AUX
fennia-3849	123	13	that	that	SCONJ
fennia-3849	123	14	spatially	spatially	ADV
fennia-3849	123	15	unequal	unequal	ADJ
fennia-3849	123	16	economic	economic	ADJ
fennia-3849	123	17	growth	growth	NOUN
fennia-3849	123	18	has	have	VERB
fennia-3849	123	19	an	an	DET
fennia-3849	123	20	impact	impact	NOUN
fennia-3849	123	21	on	on	ADP
fennia-3849	123	22	income	income	NOUN
fennia-3849	123	23	formation	formation	NOUN
fennia-3849	123	24	,	,	PUNCT
fennia-3849	123	25	migration	migration	NOUN
fennia-3849	123	26	and	and	CCONJ
fennia-3849	123	27	material	material	NOUN
fennia-3849	123	28	well	well	ADV
fennia-3849	123	29	-	-	PUNCT
fennia-3849	123	30	being	being	NOUN
fennia-3849	123	31	in	in	ADP
fennia-3849	123	32	a	a	DET
fennia-3849	123	33	geographical	geographical	ADJ
fennia-3849	123	34	space	space	NOUN
fennia-3849	123	35	.	.	PUNCT
fennia-3849	124	1	personal	personal	ADJ
fennia-3849	124	2	incomes	income	NOUN
fennia-3849	124	3	are	be	AUX
fennia-3849	124	4	a	a	DET
fennia-3849	124	5	central	central	ADJ
fennia-3849	124	6	constituent	constituent	NOUN
fennia-3849	124	7	of	of	ADP
fennia-3849	124	8	living	living	NOUN
fennia-3849	124	9	standards	standard	NOUN
fennia-3849	124	10	,	,	PUNCT
fennia-3849	124	11	but	but	CCONJ
fennia-3849	124	12	we	we	PRON
fennia-3849	124	13	added	add	VERB
fennia-3849	124	14	others	other	NOUN
fennia-3849	124	15	that	that	PRON
fennia-3849	124	16	were	be	AUX
fennia-3849	124	17	related	relate	VERB
fennia-3849	124	18	to	to	ADP
fennia-3849	124	19	the	the	DET
fennia-3849	124	20	social	social	ADJ
fennia-3849	124	21	environment	environment	NOUN
fennia-3849	124	22	and	and	CCONJ
fennia-3849	124	23	human	human	ADJ
fennia-3849	124	24	capital	capital	NOUN
fennia-3849	124	25	and	and	CCONJ
fennia-3849	124	26	have	have	AUX
fennia-3849	124	27	been	be	AUX
fennia-3849	124	28	used	use	VERB
fennia-3849	124	29	as	as	ADP
fennia-3849	124	30	components	component	NOUN
fennia-3849	124	31	of	of	ADP
fennia-3849	124	32	living	living	NOUN
fennia-3849	124	33	standards	standard	NOUN
fennia-3849	124	34	in	in	ADP
fennia-3849	124	35	studies	study	NOUN
fennia-3849	124	36	of	of	ADP
fennia-3849	124	37	well	well	ADV
fennia-3849	124	38	-	-	PUNCT
fennia-3849	124	39	being	being	NOUN
fennia-3849	124	40	in	in	ADP
fennia-3849	124	41	finland	finland	PROPN
fennia-3849	124	42	(	(	PUNCT
fennia-3849	124	43	siirilä	siirilä	NOUN
fennia-3849	124	44	et	et	PROPN
fennia-3849	124	45	al	al	PROPN
fennia-3849	124	46	.	.	PROPN
fennia-3849	124	47	1990	1990	NUM
fennia-3849	124	48	;	;	PUNCT
fennia-3849	124	49	vaattovaara	vaattovaara	NOUN
fennia-3849	124	50	1998	1998	NUM
fennia-3849	124	51	;	;	PUNCT
fennia-3849	124	52	kainulainen	kainulainen	PROPN
fennia-3849	124	53	et	et	PROPN
fennia-3849	124	54	al	al	PROPN
fennia-3849	124	55	.	.	PROPN
fennia-3849	124	56	2001	2001	NUM
fennia-3849	124	57	;	;	PUNCT
fennia-3849	124	58	karvonen	karvonen	PROPN
fennia-3849	124	59	&	&	CCONJ
fennia-3849	124	60	rintala	rintala	PROPN
fennia-3849	124	61	2007	2007	NUM
fennia-3849	124	62	)	)	PUNCT
fennia-3849	124	63	.	.	PUNCT
fennia-3849	125	1	a	a	DET
fennia-3849	125	2	52	52	NUM
fennia-3849	125	3	fennia	fennia	NOUN
fennia-3849	125	4	189	189	NUM
fennia-3849	125	5	:	:	SYM
fennia-3849	125	6	2	2	NUM
fennia-3849	125	7	(	(	PUNCT
fennia-3849	125	8	2011)olli	2011)olli	NUM
fennia-3849	125	9	lehtonen	lehtonen	NOUN
fennia-3849	125	10	and	and	CCONJ
fennia-3849	125	11	markku	markku	ADJ
fennia-3849	125	12	tykkyläinen	tykkyläinen	PROPN
fennia-3849	125	13	composite	composite	ADJ
fennia-3849	125	14	variable	variable	NOUN
fennia-3849	125	15	for	for	ADP
fennia-3849	125	16	measuring	measure	VERB
fennia-3849	125	17	living	living	NOUN
fennia-3849	125	18	standards	standard	NOUN
fennia-3849	125	19	by	by	ADP
fennia-3849	125	20	postcode	postcode	NOUN
fennia-3849	125	21	areas	area	NOUN
fennia-3849	125	22	was	be	AUX
fennia-3849	125	23	created	create	VERB
fennia-3849	125	24	for	for	ADP
fennia-3849	125	25	this	this	DET
fennia-3849	125	26	purpose	purpose	NOUN
fennia-3849	125	27	by	by	ADP
fennia-3849	125	28	principal	principal	ADJ
fennia-3849	125	29	components	component	NOUN
fennia-3849	125	30	analysis	analysis	NOUN
fennia-3849	125	31	(	(	PUNCT
fennia-3849	125	32	pca	pca	NOUN
fennia-3849	125	33	)	)	PUNCT
fennia-3849	125	34	,	,	PUNCT
fennia-3849	125	35	which	which	PRON
fennia-3849	125	36	converts	convert	VERB
fennia-3849	125	37	the	the	DET
fennia-3849	125	38	properties	property	NOUN
fennia-3849	125	39	of	of	ADP
fennia-3849	125	40	the	the	DET
fennia-3849	125	41	original	original	ADJ
fennia-3849	125	42	variables	variable	NOUN
fennia-3849	125	43	into	into	ADP
fennia-3849	125	44	a	a	DET
fennia-3849	125	45	very	very	ADV
fennia-3849	125	46	few	few	ADJ
fennia-3849	125	47	components	component	NOUN
fennia-3849	125	48	according	accord	VERB
fennia-3849	125	49	to	to	ADP
fennia-3849	125	50	the	the	DET
fennia-3849	125	51	best	good	ADJ
fennia-3849	125	52	possible	possible	ADJ
fennia-3849	125	53	fit	fit	NOUN
fennia-3849	125	54	.	.	PUNCT
fennia-3849	126	1	the	the	DET
fennia-3849	126	2	main	main	ADJ
fennia-3849	126	3	advantage	advantage	NOUN
fennia-3849	126	4	of	of	ADP
fennia-3849	126	5	this	this	DET
fennia-3849	126	6	method	method	NOUN
fennia-3849	126	7	over	over	ADP
fennia-3849	126	8	those	those	PRON
fennia-3849	126	9	based	base	VERB
fennia-3849	126	10	on	on	ADP
fennia-3849	126	11	income	income	NOUN
fennia-3849	126	12	and	and	CCONJ
fennia-3849	126	13	consumer	consumer	NOUN
fennia-3849	126	14	expenditure	expenditure	NOUN
fennia-3849	126	15	is	be	AUX
fennia-3849	126	16	that	that	SCONJ
fennia-3849	126	17	it	it	PRON
fennia-3849	126	18	captures	capture	VERB
fennia-3849	126	19	a	a	DET
fennia-3849	126	20	broader	broad	ADJ
fennia-3849	126	21	dimension	dimension	NOUN
fennia-3849	126	22	of	of	ADP
fennia-3849	126	23	well	well	ADV
fennia-3849	126	24	-	-	PUNCT
fennia-3849	126	25	being	being	NOUN
fennia-3849	126	26	than	than	ADP
fennia-3849	126	27	one	one	NUM
fennia-3849	126	28	variable	variable	NOUN
fennia-3849	126	29	(	(	PUNCT
fennia-3849	126	30	kainulainen	kainulainen	PROPN
fennia-3849	126	31	et	et	PROPN
fennia-3849	126	32	al	al	PROPN
fennia-3849	126	33	.	.	PROPN
fennia-3849	126	34	2001	2001	NUM
fennia-3849	126	35	;	;	PUNCT
fennia-3849	126	36	vyas	vyas	PROPN
fennia-3849	126	37	&	&	CCONJ
fennia-3849	126	38	kumaranayke	kumaranayke	PROPN
fennia-3849	126	39	2006	2006	NUM
fennia-3849	126	40	)	)	PUNCT
fennia-3849	126	41	.	.	PUNCT
fennia-3849	127	1	the	the	DET
fennia-3849	127	2	debate	debate	NOUN
fennia-3849	127	3	over	over	ADP
fennia-3849	127	4	the	the	DET
fennia-3849	127	5	use	use	NOUN
fennia-3849	127	6	of	of	ADP
fennia-3849	127	7	pca	pca	PROPN
fennia-3849	127	8	reflects	reflect	VERB
fennia-3849	127	9	the	the	DET
fennia-3849	127	10	fact	fact	NOUN
fennia-3849	127	11	that	that	SCONJ
fennia-3849	127	12	principal	principal	ADJ
fennia-3849	127	13	components	component	NOUN
fennia-3849	127	14	are	be	AUX
fennia-3849	127	15	artificially	artificially	ADV
fennia-3849	127	16	constructed	construct	VERB
fennia-3849	127	17	indices	index	NOUN
fennia-3849	127	18	and	and	CCONJ
fennia-3849	127	19	difficult	difficult	ADJ
fennia-3849	127	20	to	to	PART
fennia-3849	127	21	interpret	interpret	VERB
fennia-3849	127	22	.	.	PUNCT
fennia-3849	128	1	pca	pca	PROPN
fennia-3849	128	2	falls	fall	VERB
fennia-3849	128	3	into	into	ADP
fennia-3849	128	4	the	the	DET
fennia-3849	128	5	category	category	NOUN
fennia-3849	128	6	of	of	ADP
fennia-3849	128	7	factorial	factorial	ADJ
fennia-3849	128	8	ecology	ecology	NOUN
fennia-3849	128	9	within	within	ADP
fennia-3849	128	10	geography	geography	NOUN
fennia-3849	128	11	(	(	PUNCT
fennia-3849	128	12	pacione	pacione	NOUN
fennia-3849	128	13	2005	2005	NUM
fennia-3849	128	14	)	)	PUNCT
fennia-3849	128	15	.	.	PUNCT
fennia-3849	129	1	our	our	PRON
fennia-3849	129	2	analysis	analysis	NOUN
fennia-3849	129	3	consists	consist	VERB
fennia-3849	129	4	of	of	ADP
fennia-3849	129	5	7	7	NUM
fennia-3849	129	6	variables	variable	NOUN
fennia-3849	129	7	that	that	PRON
fennia-3849	129	8	measure	measure	VERB
fennia-3849	129	9	standards	standard	NOUN
fennia-3849	129	10	of	of	ADP
fennia-3849	129	11	education	education	NOUN
fennia-3849	129	12	and	and	CCONJ
fennia-3849	129	13	material	material	NOUN
fennia-3849	129	14	well	well	ADV
fennia-3849	129	15	-	-	PUNCT
fennia-3849	129	16	being	being	NOUN
fennia-3849	129	17	by	by	ADP
fennia-3849	129	18	postcode	postcode	NOUN
fennia-3849	129	19	area	area	NOUN
fennia-3849	129	20	:	:	PUNCT
fennia-3849	129	21	the	the	DET
fennia-3849	129	22	median	median	ADJ
fennia-3849	129	23	income	income	NOUN
fennia-3849	129	24	of	of	ADP
fennia-3849	129	25	individuals	individual	NOUN
fennia-3849	129	26	(	(	PUNCT
fennia-3849	129	27	€	€	NOUN
fennia-3849	129	28	)	)	PUNCT
fennia-3849	129	29	,	,	PUNCT
fennia-3849	129	30	the	the	DET
fennia-3849	129	31	proportion	proportion	NOUN
fennia-3849	129	32	of	of	ADP
fennia-3849	129	33	persons	person	NOUN
fennia-3849	129	34	in	in	ADP
fennia-3849	129	35	the	the	DET
fennia-3849	129	36	lowest	low	ADJ
fennia-3849	129	37	income	income	NOUN
fennia-3849	129	38	bracket	bracket	NOUN
fennia-3849	129	39	(	(	PUNCT
fennia-3849	129	40	%	%	INTJ
fennia-3849	129	41	)	)	PUNCT
fennia-3849	129	42	,	,	PUNCT
fennia-3849	129	43	the	the	DET
fennia-3849	129	44	proportion	proportion	NOUN
fennia-3849	129	45	of	of	ADP
fennia-3849	129	46	high	high	ADJ
fennia-3849	129	47	-	-	PUNCT
fennia-3849	129	48	income	income	NOUN
fennia-3849	129	49	households	household	NOUN
fennia-3849	129	50	(	(	PUNCT
fennia-3849	129	51	%	%	INTJ
fennia-3849	129	52	)	)	PUNCT
fennia-3849	129	53	,	,	PUNCT
fennia-3849	129	54	mean	mean	VERB
fennia-3849	129	55	household	household	NOUN
fennia-3849	129	56	net	net	ADJ
fennia-3849	129	57	assets	asset	NOUN
fennia-3849	129	58	(	(	PUNCT
fennia-3849	129	59	1000	1000	NUM
fennia-3849	129	60	€	€	NUM
fennia-3849	129	61	)	)	PUNCT
fennia-3849	129	62	,	,	PUNCT
fennia-3849	129	63	the	the	DET
fennia-3849	129	64	proportion	proportion	NOUN
fennia-3849	129	65	of	of	ADP
fennia-3849	129	66	indebted	indebted	ADJ
fennia-3849	129	67	households	household	NOUN
fennia-3849	129	68	(	(	PUNCT
fennia-3849	129	69	%	%	NOUN
fennia-3849	129	70	)	)	PUNCT
fennia-3849	129	71	,	,	PUNCT
fennia-3849	129	72	unemployment	unemployment	NOUN
fennia-3849	129	73	rate	rate	NOUN
fennia-3849	129	74	(	(	PUNCT
fennia-3849	129	75	%	%	INTJ
fennia-3849	129	76	)	)	PUNCT
fennia-3849	129	77	and	and	CCONJ
fennia-3849	129	78	the	the	DET
fennia-3849	129	79	proportion	proportion	NOUN
fennia-3849	129	80	of	of	ADP
fennia-3849	129	81	persons	person	NOUN
fennia-3849	129	82	with	with	ADP
fennia-3849	129	83	a	a	DET
fennia-3849	129	84	university	university	NOUN
fennia-3849	129	85	degree	degree	NOUN
fennia-3849	129	86	(	(	PUNCT
fennia-3849	129	87	%	%	INTJ
fennia-3849	129	88	)	)	PUNCT
fennia-3849	129	89	(	(	PUNCT
fennia-3849	129	90	for	for	ADP
fennia-3849	129	91	exact	exact	ADJ
fennia-3849	129	92	definitions	definition	NOUN
fennia-3849	129	93	of	of	ADP
fennia-3849	129	94	the	the	DET
fennia-3849	129	95	variables	variable	NOUN
fennia-3849	129	96	,	,	PUNCT
fennia-3849	129	97	see	see	VERB
fennia-3849	129	98	statistics	statistic	NOUN
fennia-3849	129	99	finland	finland	PROPN
fennia-3849	129	100	1996	1996	NUM
fennia-3849	129	101	,	,	PUNCT
fennia-3849	129	102	2006	2006	NUM
fennia-3849	129	103	)	)	PUNCT
fennia-3849	129	104	.	.	PUNCT
fennia-3849	130	1	the	the	DET
fennia-3849	130	2	selection	selection	NOUN
fennia-3849	130	3	of	of	ADP
fennia-3849	130	4	these	these	DET
fennia-3849	130	5	variables	variable	NOUN
fennia-3849	130	6	was	be	AUX
fennia-3849	130	7	limited	limit	VERB
fennia-3849	130	8	by	by	ADP
fennia-3849	130	9	the	the	DET
fennia-3849	130	10	availability	availability	NOUN
fennia-3849	130	11	of	of	ADP
fennia-3849	130	12	data	datum	NOUN
fennia-3849	130	13	,	,	PUNCT
fennia-3849	130	14	but	but	CCONJ
fennia-3849	130	15	they	they	PRON
fennia-3849	130	16	are	be	AUX
fennia-3849	130	17	similar	similar	ADJ
fennia-3849	130	18	to	to	ADP
fennia-3849	130	19	those	those	PRON
fennia-3849	130	20	used	use	VERB
fennia-3849	130	21	in	in	ADP
fennia-3849	130	22	many	many	ADJ
fennia-3849	130	23	previous	previous	ADJ
fennia-3849	130	24	analyses	analysis	NOUN
fennia-3849	130	25	of	of	ADP
fennia-3849	130	26	well	well	ADV
fennia-3849	130	27	-	-	PUNCT
fennia-3849	130	28	being	being	NOUN
fennia-3849	130	29	in	in	ADP
fennia-3849	130	30	finland	finland	PROPN
fennia-3849	130	31	.	.	PUNCT
fennia-3849	131	1	we	we	PRON
fennia-3849	131	2	use	use	VERB
fennia-3849	131	3	postcode	postcode	NOUN
fennia-3849	131	4	areas	area	NOUN
fennia-3849	131	5	because	because	SCONJ
fennia-3849	131	6	each	each	DET
fennia-3849	131	7	municipality	municipality	NOUN
fennia-3849	131	8	is	be	AUX
fennia-3849	131	9	rather	rather	ADV
fennia-3849	131	10	heterogeneous	heterogeneous	ADJ
fennia-3849	131	11	in	in	ADP
fennia-3849	131	12	terms	term	NOUN
fennia-3849	131	13	of	of	ADP
fennia-3849	131	14	socio	socio	NOUN
fennia-3849	131	15	-	-	PUNCT
fennia-3849	131	16	economic	economic	ADJ
fennia-3849	131	17	attributes	attribute	NOUN
fennia-3849	131	18	.	.	PUNCT
fennia-3849	132	1	thus	thus	ADV
fennia-3849	132	2	,	,	PUNCT
fennia-3849	132	3	we	we	PRON
fennia-3849	132	4	use	use	VERB
fennia-3849	132	5	a	a	DET
fennia-3849	132	6	smaller	small	ADJ
fennia-3849	132	7	,	,	PUNCT
fennia-3849	132	8	internally	internally	ADV
fennia-3849	132	9	more	more	ADV
fennia-3849	132	10	homogeneous	homogeneous	ADJ
fennia-3849	132	11	areal	areal	NOUN
fennia-3849	132	12	unit	unit	NOUN
fennia-3849	132	13	in	in	ADP
fennia-3849	132	14	order	order	NOUN
fennia-3849	132	15	to	to	PART
fennia-3849	132	16	observe	observe	VERB
fennia-3849	132	17	spatial	spatial	ADJ
fennia-3849	132	18	patterns	pattern	NOUN
fennia-3849	132	19	within	within	ADP
fennia-3849	132	20	a	a	DET
fennia-3849	132	21	municipality	municipality	NOUN
fennia-3849	132	22	and	and	CCONJ
fennia-3849	132	23	their	their	PRON
fennia-3849	132	24	underlying	underlie	VERB
fennia-3849	132	25	processes	process	NOUN
fennia-3849	132	26	.	.	PUNCT
fennia-3849	133	1	close	close	ADJ
fennia-3849	133	2	correlations	correlation	NOUN
fennia-3849	133	3	exist	exist	VERB
fennia-3849	133	4	between	between	ADP
fennia-3849	133	5	all	all	PRON
fennia-3849	133	6	of	of	ADP
fennia-3849	133	7	the	the	DET
fennia-3849	133	8	variables	variable	NOUN
fennia-3849	133	9	except	except	SCONJ
fennia-3849	133	10	for	for	ADP
fennia-3849	133	11	household	household	NOUN
fennia-3849	133	12	net	net	ADJ
fennia-3849	133	13	assets	asset	NOUN
fennia-3849	133	14	,	,	PUNCT
fennia-3849	133	15	and	and	CCONJ
fennia-3849	133	16	the	the	DET
fennia-3849	133	17	loadings	loading	NOUN
fennia-3849	133	18	in	in	ADP
fennia-3849	133	19	the	the	DET
fennia-3849	133	20	years	year	NOUN
fennia-3849	133	21	1993	1993	NUM
fennia-3849	133	22	and	and	CCONJ
fennia-3849	133	23	2003	2003	NUM
fennia-3849	133	24	are	be	AUX
fennia-3849	133	25	almost	almost	ADV
fennia-3849	133	26	identical	identical	ADJ
fennia-3849	133	27	.	.	PUNCT
fennia-3849	134	1	only	only	ADV
fennia-3849	134	2	the	the	DET
fennia-3849	134	3	loading	loading	NOUN
fennia-3849	134	4	on	on	ADP
fennia-3849	134	5	unemployment	unemployment	NOUN
fennia-3849	134	6	rate	rate	NOUN
fennia-3849	134	7	(	(	PUNCT
fennia-3849	134	8	%	%	INTJ
fennia-3849	134	9	)	)	PUNCT
fennia-3849	134	10	for	for	ADP
fennia-3849	134	11	1993	1993	NUM
fennia-3849	134	12	is	be	AUX
fennia-3849	134	13	notably	notably	ADV
fennia-3849	134	14	lower	low	ADJ
fennia-3849	134	15	than	than	ADP
fennia-3849	134	16	the	the	DET
fennia-3849	134	17	respective	respective	ADJ
fennia-3849	134	18	figure	figure	NOUN
fennia-3849	134	19	for	for	ADP
fennia-3849	134	20	2003	2003	NUM
fennia-3849	134	21	(	(	PUNCT
fennia-3849	134	22	table	table	NOUN
fennia-3849	134	23	1	1	NUM
fennia-3849	134	24	)	)	PUNCT
fennia-3849	134	25	.	.	PUNCT
fennia-3849	135	1	the	the	DET
fennia-3849	135	2	obvious	obvious	ADJ
fennia-3849	135	3	reason	reason	NOUN
fennia-3849	135	4	for	for	ADP
fennia-3849	135	5	this	this	PRON
fennia-3849	135	6	was	be	AUX
fennia-3849	135	7	the	the	DET
fennia-3849	135	8	severe	severe	ADJ
fennia-3849	135	9	economic	economic	ADJ
fennia-3849	135	10	recession	recession	NOUN
fennia-3849	135	11	in	in	ADP
fennia-3849	135	12	the	the	DET
fennia-3849	135	13	early	early	ADJ
fennia-3849	135	14	1990s	1990	NOUN
fennia-3849	135	15	,	,	PUNCT
fennia-3849	135	16	when	when	SCONJ
fennia-3849	135	17	layoffs	layoff	NOUN
fennia-3849	135	18	caused	cause	VERB
fennia-3849	135	19	unemployment	unemployment	NOUN
fennia-3849	135	20	even	even	ADV
fennia-3849	135	21	in	in	ADP
fennia-3849	135	22	the	the	DET
fennia-3849	135	23	wealthier	wealthy	ADJ
fennia-3849	135	24	areas	area	NOUN
fennia-3849	135	25	.	.	PUNCT
fennia-3849	136	1	the	the	DET
fennia-3849	136	2	variance	variance	NOUN
fennia-3849	136	3	explained	explain	VERB
fennia-3849	136	4	by	by	ADP
fennia-3849	136	5	the	the	DET
fennia-3849	136	6	first	first	ADJ
fennia-3849	136	7	component	component	NOUN
fennia-3849	136	8	increased	increase	VERB
fennia-3849	136	9	up	up	ADP
fennia-3849	136	10	to	to	ADP
fennia-3849	136	11	the	the	DET
fennia-3849	136	12	end	end	NOUN
fennia-3849	136	13	of	of	ADP
fennia-3849	136	14	the	the	DET
fennia-3849	136	15	period	period	NOUN
fennia-3849	136	16	,	,	PUNCT
fennia-3849	136	17	indicating	indicate	VERB
fennia-3849	136	18	greater	great	ADJ
fennia-3849	136	19	homogeneity	homogeneity	NOUN
fennia-3849	136	20	amongst	amongst	ADP
fennia-3849	136	21	the	the	DET
fennia-3849	136	22	distributions	distribution	NOUN
fennia-3849	136	23	of	of	ADP
fennia-3849	136	24	the	the	DET
fennia-3849	136	25	variables	variable	NOUN
fennia-3849	136	26	in	in	ADP
fennia-3849	136	27	this	this	DET
fennia-3849	136	28	component	component	NOUN
fennia-3849	136	29	in	in	ADP
fennia-3849	136	30	2003	2003	NUM
fennia-3849	136	31	.	.	PUNCT
fennia-3849	137	1	the	the	DET
fennia-3849	137	2	sum	sum	NOUN
fennia-3849	137	3	variable	variable	NOUN
fennia-3849	137	4	for	for	ADP
fennia-3849	137	5	measuring	measure	VERB
fennia-3849	137	6	living	living	NOUN
fennia-3849	137	7	standards	standard	NOUN
fennia-3849	137	8	was	be	AUX
fennia-3849	137	9	created	create	VERB
fennia-3849	137	10	from	from	ADP
fennia-3849	137	11	the	the	DET
fennia-3849	137	12	first	first	ADJ
fennia-3849	137	13	principal	principal	ADJ
fennia-3849	137	14	component	component	NOUN
fennia-3849	137	15	(	(	PUNCT
fennia-3849	137	16	pc1	pc1	PROPN
fennia-3849	137	17	)	)	PUNCT
fennia-3849	137	18	using	use	VERB
fennia-3849	137	19	the	the	DET
fennia-3849	137	20	loadings	loading	NOUN
fennia-3849	137	21	on	on	ADP
fennia-3849	137	22	the	the	DET
fennia-3849	137	23	selected	select	VERB
fennia-3849	137	24	variables	variable	NOUN
fennia-3849	137	25	as	as	ADP
fennia-3849	137	26	weights	weight	NOUN
fennia-3849	137	27	.	.	PUNCT
fennia-3849	138	1	two	two	NUM
fennia-3849	138	2	criteria	criterion	NOUN
fennia-3849	138	3	were	be	AUX
fennia-3849	138	4	adopted	adopt	VERB
fennia-3849	138	5	.	.	PUNCT
fennia-3849	139	1	first	first	ADV
fennia-3849	139	2	,	,	PUNCT
fennia-3849	139	3	a	a	DET
fennia-3849	139	4	variable	variable	NOUN
fennia-3849	139	5	was	be	AUX
fennia-3849	139	6	chosen	choose	VERB
fennia-3849	139	7	if	if	SCONJ
fennia-3849	139	8	its	its	PRON
fennia-3849	139	9	loading	loading	NOUN
fennia-3849	139	10	on	on	ADP
fennia-3849	139	11	pc1	pc1	PROPN
fennia-3849	139	12	was	be	AUX
fennia-3849	139	13	higher	high	ADJ
fennia-3849	139	14	than	than	ADP
fennia-3849	139	15	the	the	DET
fennia-3849	139	16	traditional	traditional	ADJ
fennia-3849	139	17	threshold	threshold	NOUN
fennia-3849	139	18	value	value	NOUN
fennia-3849	139	19	of	of	ADP
fennia-3849	139	20	0.30	0.30	NUM
fennia-3849	139	21	(	(	PUNCT
fennia-3849	139	22	dillon	dillon	PROPN
fennia-3849	139	23	&	&	CCONJ
fennia-3849	139	24	goldstein	goldstein	PROPN
fennia-3849	139	25	1984	1984	NUM
fennia-3849	139	26	)	)	PUNCT
fennia-3849	139	27	.	.	PUNCT
fennia-3849	140	1	second	second	ADJ
fennia-3849	140	2	,	,	PUNCT
fennia-3849	140	3	a	a	DET
fennia-3849	140	4	reliability	reliability	NOUN
fennia-3849	140	5	analysis	analysis	NOUN
fennia-3849	140	6	was	be	AUX
fennia-3849	140	7	conducted	conduct	VERB
fennia-3849	140	8	with	with	ADP
fennia-3849	140	9	cronbach	cronbach	PROPN
fennia-3849	140	10	’s	’s	PART
fennia-3849	140	11	alpha	alpha	NOUN
fennia-3849	140	12	,	,	PUNCT
fennia-3849	140	13	which	which	PRON
fennia-3849	140	14	gave	give	VERB
fennia-3849	140	15	acceptable	acceptable	ADJ
fennia-3849	140	16	values	value	NOUN
fennia-3849	140	17	of	of	ADP
fennia-3849	140	18	0.879	0.879	NUM
fennia-3849	140	19	in	in	ADP
fennia-3849	140	20	2003	2003	NUM
fennia-3849	140	21	and	and	CCONJ
fennia-3849	140	22	0.829	0.829	NUM
fennia-3849	140	23	in	in	ADP
fennia-3849	140	24	1993	1993	NUM
fennia-3849	140	25	with	with	ADP
fennia-3849	140	26	the	the	DET
fennia-3849	140	27	five	five	NUM
fennia-3849	140	28	variables	variable	NOUN
fennia-3849	140	29	highlighted	highlight	VERB
fennia-3849	140	30	in	in	ADP
fennia-3849	140	31	table	table	NOUN
fennia-3849	140	32	1	1	NUM
fennia-3849	140	33	.	.	PUNCT
fennia-3849	141	1	the	the	PRON
fennia-3849	141	2	higher	high	ADJ
fennia-3849	141	3	the	the	DET
fennia-3849	141	4	median	median	ADJ
fennia-3849	141	5	income	income	NOUN
fennia-3849	141	6	,	,	PUNCT
fennia-3849	141	7	the	the	DET
fennia-3849	141	8	higher	high	ADJ
fennia-3849	141	9	were	be	AUX
fennia-3849	141	10	the	the	DET
fennia-3849	141	11	proportions	proportion	NOUN
fennia-3849	141	12	of	of	ADP
fennia-3849	141	13	persons	person	NOUN
fennia-3849	141	14	with	with	ADP
fennia-3849	141	15	a	a	DET
fennia-3849	141	16	university	university	NOUN
fennia-3849	141	17	degree	degree	NOUN
fennia-3849	141	18	and	and	CCONJ
fennia-3849	141	19	of	of	ADP
fennia-3849	141	20	high	high	ADJ
fennia-3849	141	21	-	-	PUNCT
fennia-3849	141	22	income	income	NOUN
fennia-3849	141	23	households	household	NOUN
fennia-3849	141	24	(	(	PUNCT
fennia-3849	141	25	table	table	NOUN
fennia-3849	141	26	1	1	NUM
fennia-3849	141	27	)	)	PUNCT
fennia-3849	141	28	,	,	PUNCT
fennia-3849	141	29	while	while	SCONJ
fennia-3849	141	30	the	the	DET
fennia-3849	141	31	unemployment	unemployment	NOUN
fennia-3849	141	32	rate	rate	NOUN
fennia-3849	141	33	and	and	CCONJ
fennia-3849	141	34	persons	person	NOUN
fennia-3849	141	35	in	in	ADP
fennia-3849	141	36	the	the	DET
fennia-3849	141	37	lowest	low	ADJ
fennia-3849	141	38	income	income	NOUN
fennia-3849	141	39	bracket	bracket	NOUN
fennia-3849	141	40	were	be	AUX
fennia-3849	141	41	variables	variable	NOUN
fennia-3849	141	42	that	that	PRON
fennia-3849	141	43	had	have	VERB
fennia-3849	141	44	the	the	DET
fennia-3849	141	45	reverse	reverse	ADJ
fennia-3849	141	46	characteristics	characteristic	NOUN
fennia-3849	141	47	.	.	PUNCT
fennia-3849	142	1	the	the	DET
fennia-3849	142	2	principal	principal	ADJ
fennia-3849	142	3	component	component	NOUN
fennia-3849	142	4	analysis	analysis	NOUN
fennia-3849	142	5	was	be	AUX
fennia-3849	142	6	performed	perform	VERB
fennia-3849	142	7	with	with	ADP
fennia-3849	142	8	r	r	NOUN
fennia-3849	142	9	software	software	NOUN
fennia-3849	142	10	and	and	CCONJ
fennia-3849	142	11	its	its	PRON
fennia-3849	142	12	stats	stat	NOUN
fennia-3849	142	13	library	library	NOUN
fennia-3849	142	14	.	.	PUNCT
fennia-3849	143	1	the	the	DET
fennia-3849	143	2	north	north	PROPN
fennia-3849	143	3	karelia	karelia	PROPN
fennia-3849	143	4	region	region	PROPN
fennia-3849	143	5	north	north	PROPN
fennia-3849	143	6	karelia	karelia	PROPN
fennia-3849	143	7	,	,	PUNCT
fennia-3849	143	8	an	an	DET
fennia-3849	143	9	area	area	NOUN
fennia-3849	143	10	equivalent	equivalent	ADJ
fennia-3849	143	11	in	in	ADP
fennia-3849	143	12	size	size	NOUN
fennia-3849	143	13	to	to	ADP
fennia-3849	143	14	7/10	7/10	NUM
fennia-3849	143	15	of	of	ADP
fennia-3849	143	16	belgium	belgium	NOUN
fennia-3849	143	17	,	,	PUNCT
fennia-3849	143	18	was	be	AUX
fennia-3849	143	19	earlier	early	ADV
fennia-3849	143	20	highly	highly	ADV
fennia-3849	143	21	dependent	dependent	ADJ
fennia-3849	143	22	economically	economically	ADV
fennia-3849	143	23	on	on	ADP
fennia-3849	143	24	agriculture	agriculture	NOUN
fennia-3849	143	25	,	,	PUNCT
fennia-3849	143	26	the	the	DET
fennia-3849	143	27	forest	forest	NOUN
fennia-3849	143	28	sector	sector	NOUN
fennia-3849	143	29	and	and	CCONJ
fennia-3849	143	30	mining	mining	NOUN
fennia-3849	143	31	table	table	NOUN
fennia-3849	143	32	1	1	NUM
fennia-3849	143	33	.	.	PUNCT
fennia-3849	143	34	factor	factor	NOUN
fennia-3849	143	35	loadings	loading	NOUN
fennia-3849	143	36	on	on	ADP
fennia-3849	143	37	the	the	DET
fennia-3849	143	38	two	two	NUM
fennia-3849	143	39	principal	principal	ADJ
fennia-3849	143	40	components	component	NOUN
fennia-3849	143	41	for	for	ADP
fennia-3849	143	42	1993	1993	NUM
fennia-3849	143	43	and	and	CCONJ
fennia-3849	143	44	2003	2003	NUM
fennia-3849	143	45	.	.	PUNCT
fennia-3849	144	1	the	the	DET
fennia-3849	144	2	loadings	loading	NOUN
fennia-3849	144	3	of	of	ADP
fennia-3849	144	4	the	the	DET
fennia-3849	144	5	variables	variable	NOUN
fennia-3849	144	6	which	which	PRON
fennia-3849	144	7	are	be	AUX
fennia-3849	144	8	included	include	VERB
fennia-3849	144	9	in	in	ADP
fennia-3849	144	10	the	the	DET
fennia-3849	144	11	sum	sum	NOUN
fennia-3849	144	12	variable	variable	NOUN
fennia-3849	144	13	appear	appear	VERB
fennia-3849	144	14	in	in	ADP
fennia-3849	144	15	bold	bold	ADJ
fennia-3849	144	16	.	.	PUNCT
fennia-3849	145	1	variable	variable	NOUN
fennia-3849	145	2	2003	2003	NUM
fennia-3849	145	3	1993	1993	NUM
fennia-3849	145	4	pc1	pc1	PROPN
fennia-3849	145	5	pc2	pc2	PROPN
fennia-3849	145	6	pc1	pc1	PROPN
fennia-3849	145	7	pc2	pc2	PROPN
fennia-3849	145	8	median	median	ADJ
fennia-3849	145	9	income	income	NOUN
fennia-3849	145	10	of	of	ADP
fennia-3849	145	11	individuals	individual	NOUN
fennia-3849	145	12	(	(	PUNCT
fennia-3849	145	13	€	€	NOUN
fennia-3849	145	14	)	)	PUNCT
fennia-3849	145	15	0.96	0.96	NUM
fennia-3849	145	16	–	–	PUNCT
fennia-3849	145	17	0.12	0.12	NUM
fennia-3849	145	18	0.96	0.96	NUM
fennia-3849	145	19	–	–	PUNCT
fennia-3849	145	20	0.01	0.01	NUM
fennia-3849	145	21	unemployment	unemployment	NOUN
fennia-3849	145	22	rate	rate	NOUN
fennia-3849	145	23	(	(	PUNCT
fennia-3849	145	24	%	%	INTJ
fennia-3849	145	25	)	)	PUNCT
fennia-3849	145	26	–	–	PUNCT
fennia-3849	145	27	0.58	0.58	NUM
fennia-3849	145	28	–	–	PUNCT
fennia-3849	145	29	0.58	0.58	NUM
fennia-3849	145	30	–	–	PUNCT
fennia-3849	145	31	0.30	0.30	NUM
fennia-3849	145	32	–	–	PUNCT
fennia-3849	145	33	0.76	0.76	NUM
fennia-3849	145	34	mean	mean	NOUN
fennia-3849	145	35	household	household	NOUN
fennia-3849	145	36	net	net	ADJ
fennia-3849	145	37	assets	asset	NOUN
fennia-3849	145	38	(	(	PUNCT
fennia-3849	145	39	1000	1000	NUM
fennia-3849	145	40	€	€	NUM
fennia-3849	145	41	)	)	PUNCT
fennia-3849	145	42	*	*	PUNCT
fennia-3849	145	43	–	–	PUNCT
fennia-3849	145	44	0.16	0.16	NUM
fennia-3849	145	45	0.91	0.91	NUM
fennia-3849	145	46	–	–	PUNCT
fennia-3849	145	47	0.19	0.19	NUM
fennia-3849	145	48	–	–	PUNCT
fennia-3849	145	49	0.83	0.83	NUM
fennia-3849	145	50	persons	person	NOUN
fennia-3849	145	51	with	with	ADP
fennia-3849	145	52	a	a	DET
fennia-3849	145	53	university	university	NOUN
fennia-3849	145	54	degree	degree	NOUN
fennia-3849	145	55	(	(	PUNCT
fennia-3849	145	56	%	%	INTJ
fennia-3849	145	57	)	)	PUNCT
fennia-3849	145	58	0.79	0.79	NUM
fennia-3849	145	59	–	–	PUNCT
fennia-3849	145	60	0.02	0.02	NUM
fennia-3849	145	61	0.79	0.79	NUM
fennia-3849	145	62	0.09	0.09	NUM
fennia-3849	145	63	persons	person	NOUN
fennia-3849	145	64	in	in	ADP
fennia-3849	145	65	the	the	DET
fennia-3849	145	66	lowest	low	ADJ
fennia-3849	145	67	income	income	NOUN
fennia-3849	145	68	bracket	bracket	NOUN
fennia-3849	145	69	8	8	NUM
fennia-3849	145	70	107	107	NUM
fennia-3849	145	71	€	€	NOUN
fennia-3849	145	72	(	(	PUNCT
fennia-3849	145	73	%	%	NOUN
fennia-3849	145	74	)	)	PUNCT
fennia-3849	145	75	*	*	PUNCT
fennia-3849	145	76	–	–	PUNCT
fennia-3849	145	77	0.86	0.86	NUM
fennia-3849	145	78	0.25	0.25	NUM
fennia-3849	145	79	–	–	PUNCT
fennia-3849	145	80	0.89	0.89	NUM
fennia-3849	145	81	0.17	0.17	NUM
fennia-3849	145	82	high	high	ADJ
fennia-3849	145	83	-	-	PUNCT
fennia-3849	145	84	income	income	NOUN
fennia-3849	145	85	households	household	NOUN
fennia-3849	145	86	,	,	PUNCT
fennia-3849	145	87	47	47	NUM
fennia-3849	145	88	000	000	NUM
fennia-3849	145	89	€	€	NUM
fennia-3849	145	90	p.a	p.a	PROPN
fennia-3849	145	91	.	.	PUNCT
fennia-3849	146	1	(	(	PUNCT
fennia-3849	146	2	%	%	INTJ
fennia-3849	146	3	)	)	PUNCT
fennia-3849	146	4	*	*	PUNCT
fennia-3849	147	1	0.84	0.84	NUM
fennia-3849	147	2	0.30	0.30	NUM
fennia-3849	147	3	0.78	0.78	NUM
fennia-3849	147	4	0.10	0.10	NUM
fennia-3849	147	5	indebted	indebted	ADJ
fennia-3849	147	6	households	household	NOUN
fennia-3849	147	7	(	(	PUNCT
fennia-3849	147	8	%	%	INTJ
fennia-3849	147	9	)	)	PUNCT
fennia-3849	147	10	*	*	PUNCT
fennia-3849	147	11	0.69	0.69	NUM
fennia-3849	147	12	0.30	0.30	NUM
fennia-3849	147	13	0.56	0.56	NUM
fennia-3849	147	14	0.31	0.31	NUM
fennia-3849	147	15	total	total	ADJ
fennia-3849	147	16	variance	variance	NOUN
fennia-3849	147	17	explained	explain	VERB
fennia-3849	147	18	(	(	PUNCT
fennia-3849	147	19	%	%	INTJ
fennia-3849	147	20	)	)	PUNCT
fennia-3849	147	21	55.2	55.2	NUM
fennia-3849	147	22	19.9	19.9	NUM
fennia-3849	147	23	48.6	48.6	NUM
fennia-3849	147	24	19.8	19.8	NUM
fennia-3849	147	25	*	*	NOUN
fennia-3849	147	26	)	)	PUNCT
fennia-3849	147	27	variable	variable	NOUN
fennia-3849	147	28	from	from	ADP
fennia-3849	147	29	2004	2004	NUM
fennia-3849	147	30	.	.	PUNCT
fennia-3849	148	1	source	source	NOUN
fennia-3849	148	2	:	:	PUNCT
fennia-3849	148	3	statistics	statistics	PROPN
fennia-3849	148	4	finland	finland	PROPN
fennia-3849	148	5	(	(	PUNCT
fennia-3849	148	6	1996	1996	NUM
fennia-3849	148	7	,	,	PUNCT
fennia-3849	148	8	2006	2006	NUM
fennia-3849	148	9	)	)	PUNCT
fennia-3849	148	10	.	.	PUNCT
fennia-3849	149	1	fennia	fennia	NOUN
fennia-3849	149	2	189	189	NUM
fennia-3849	149	3	:	:	SYM
fennia-3849	149	4	2	2	NUM
fennia-3849	149	5	(	(	PUNCT
fennia-3849	149	6	2011	2011	NUM
fennia-3849	149	7	)	)	PUNCT
fennia-3849	149	8	53spatial	53spatial	ADJ
fennia-3849	149	9	divergence	divergence	NOUN
fennia-3849	149	10	in	in	ADP
fennia-3849	149	11	living	living	NOUN
fennia-3849	149	12	standards	standard	NOUN
fennia-3849	149	13	during	during	ADP
fennia-3849	149	14	an	an	DET
fennia-3849	149	15	economic	economic	ADJ
fennia-3849	149	16	…	…	PUNCT
fennia-3849	149	17	(	(	PUNCT
fennia-3849	149	18	tykkyläinen	tykkyläinen	PROPN
fennia-3849	149	19	1988	1988	NUM
fennia-3849	149	20	)	)	PUNCT
fennia-3849	149	21	.	.	PUNCT
fennia-3849	150	1	it	it	PRON
fennia-3849	150	2	is	be	AUX
fennia-3849	150	3	an	an	DET
fennia-3849	150	4	example	example	NOUN
fennia-3849	150	5	of	of	ADP
fennia-3849	150	6	a	a	DET
fennia-3849	150	7	natural	natural	ADJ
fennia-3849	150	8	resource	resource	NOUN
fennia-3849	150	9	-	-	PUNCT
fennia-3849	150	10	based	base	VERB
fennia-3849	150	11	nuts	nuts	ADJ
fennia-3849	150	12	3	3	NUM
fennia-3849	150	13	region	region	NOUN
fennia-3849	150	14	the	the	DET
fennia-3849	150	15	development	development	NOUN
fennia-3849	150	16	of	of	ADP
fennia-3849	150	17	which	which	PRON
fennia-3849	150	18	is	be	AUX
fennia-3849	150	19	now	now	ADV
fennia-3849	150	20	being	be	AUX
fennia-3849	150	21	boosted	boost	VERB
fennia-3849	150	22	by	by	ADP
fennia-3849	150	23	state	state	NOUN
fennia-3849	150	24	-	-	PUNCT
fennia-3849	150	25	led	lead	VERB
fennia-3849	150	26	innovation	innovation	NOUN
fennia-3849	150	27	policy	policy	NOUN
fennia-3849	150	28	and	and	CCONJ
fennia-3849	150	29	various	various	ADJ
fennia-3849	150	30	regional	regional	ADJ
fennia-3849	150	31	policy	policy	NOUN
fennia-3849	150	32	projects	project	NOUN
fennia-3849	150	33	.	.	PUNCT
fennia-3849	151	1	although	although	SCONJ
fennia-3849	151	2	this	this	DET
fennia-3849	151	3	analysis	analysis	NOUN
fennia-3849	151	4	is	be	AUX
fennia-3849	151	5	an	an	DET
fennia-3849	151	6	empirical	empirical	ADJ
fennia-3849	151	7	case	case	NOUN
fennia-3849	151	8	study	study	NOUN
fennia-3849	151	9	,	,	PUNCT
fennia-3849	151	10	its	its	PRON
fennia-3849	151	11	results	result	NOUN
fennia-3849	151	12	reflect	reflect	VERB
fennia-3849	151	13	general	general	ADJ
fennia-3849	151	14	problems	problem	NOUN
fennia-3849	151	15	and	and	CCONJ
fennia-3849	151	16	processes	process	NOUN
fennia-3849	151	17	which	which	PRON
fennia-3849	151	18	many	many	ADJ
fennia-3849	151	19	areas	area	NOUN
fennia-3849	151	20	face	face	VERB
fennia-3849	151	21	as	as	SCONJ
fennia-3849	151	22	the	the	DET
fennia-3849	151	23	rationalization	rationalization	NOUN
fennia-3849	151	24	of	of	ADP
fennia-3849	151	25	production	production	NOUN
fennia-3849	151	26	reduces	reduce	VERB
fennia-3849	151	27	their	their	PRON
fennia-3849	151	28	labour	labour	ADJ
fennia-3849	151	29	force	force	NOUN
fennia-3849	151	30	and	and	CCONJ
fennia-3849	151	31	leads	lead	VERB
fennia-3849	151	32	to	to	ADP
fennia-3849	151	33	a	a	DET
fennia-3849	151	34	vicious	vicious	ADJ
fennia-3849	151	35	circle	circle	NOUN
fennia-3849	151	36	of	of	ADP
fennia-3849	151	37	depopulation	depopulation	NOUN
fennia-3849	151	38	(	(	PUNCT
fennia-3849	151	39	oecd	oecd	PROPN
fennia-3849	151	40	2006	2006	NUM
fennia-3849	151	41	:	:	PUNCT
fennia-3849	151	42	32	32	NUM
fennia-3849	151	43	)	)	PUNCT
fennia-3849	151	44	.	.	PUNCT
fennia-3849	152	1	we	we	PRON
fennia-3849	152	2	concentrate	concentrate	VERB
fennia-3849	152	3	here	here	ADV
fennia-3849	152	4	on	on	ADP
fennia-3849	152	5	north	north	PROPN
fennia-3849	152	6	karelia	karelia	PROPN
fennia-3849	152	7	for	for	ADP
fennia-3849	152	8	practical	practical	ADJ
fennia-3849	152	9	reasons	reason	NOUN
fennia-3849	152	10	,	,	PUNCT
fennia-3849	152	11	but	but	CCONJ
fennia-3849	152	12	similar	similar	ADJ
fennia-3849	152	13	processes	process	NOUN
fennia-3849	152	14	are	be	AUX
fennia-3849	152	15	in	in	ADP
fennia-3849	152	16	evidence	evidence	NOUN
fennia-3849	152	17	in	in	ADP
fennia-3849	152	18	natural	natural	ADJ
fennia-3849	152	19	resource	resource	NOUN
fennia-3849	152	20	-	-	PUNCT
fennia-3849	152	21	based	base	VERB
fennia-3849	152	22	northern	northern	ADJ
fennia-3849	152	23	hinterlands	hinterland	NOUN
fennia-3849	152	24	in	in	ADP
fennia-3849	152	25	europe	europe	PROPN
fennia-3849	152	26	and	and	CCONJ
fennia-3849	152	27	america	america	PROPN
fennia-3849	152	28	in	in	ADP
fennia-3849	152	29	general	general	ADJ
fennia-3849	152	30	(	(	PUNCT
fennia-3849	152	31	partridge	partridge	NOUN
fennia-3849	152	32	et	et	PROPN
fennia-3849	152	33	al	al	PROPN
fennia-3849	152	34	.	.	PROPN
fennia-3849	152	35	2007	2007	NUM
fennia-3849	152	36	;	;	PUNCT
fennia-3849	152	37	partridge	partridge	NOUN
fennia-3849	152	38	et	et	PROPN
fennia-3849	152	39	al	al	PROPN
fennia-3849	152	40	.	.	PROPN
fennia-3849	152	41	2008	2008	NUM
fennia-3849	152	42	;	;	PUNCT
fennia-3849	152	43	gløersen	gløersen	NOUN
fennia-3849	152	44	2009	2009	NUM
fennia-3849	152	45	)	)	PUNCT
fennia-3849	152	46	.	.	PUNCT
fennia-3849	153	1	economic	economic	ADJ
fennia-3849	153	2	growth	growth	NOUN
fennia-3849	153	3	and	and	CCONJ
fennia-3849	153	4	development	development	NOUN
fennia-3849	153	5	is	be	AUX
fennia-3849	153	6	increasingly	increasingly	ADV
fennia-3849	153	7	becoming	become	VERB
fennia-3849	153	8	concentrated	concentrate	VERB
fennia-3849	153	9	in	in	ADP
fennia-3849	153	10	the	the	DET
fennia-3849	153	11	provincial	provincial	ADJ
fennia-3849	153	12	centre	centre	NOUN
fennia-3849	153	13	of	of	ADP
fennia-3849	153	14	joensuu	joensuu	NOUN
fennia-3849	153	15	and	and	CCONJ
fennia-3849	153	16	its	its	PRON
fennia-3849	153	17	commuter	commuter	NOUN
fennia-3849	153	18	belt	belt	NOUN
fennia-3849	153	19	.	.	PUNCT
fennia-3849	154	1	suburbanization	suburbanization	NOUN
fennia-3849	154	2	has	have	AUX
fennia-3849	154	3	continued	continue	VERB
fennia-3849	154	4	since	since	SCONJ
fennia-3849	154	5	it	it	PRON
fennia-3849	154	6	emerged	emerge	VERB
fennia-3849	154	7	with	with	ADP
fennia-3849	154	8	economic	economic	ADJ
fennia-3849	154	9	boom	boom	NOUN
fennia-3849	154	10	and	and	CCONJ
fennia-3849	154	11	industrialization	industrialization	NOUN
fennia-3849	154	12	in	in	ADP
fennia-3849	154	13	the	the	DET
fennia-3849	154	14	mid1970s	mid1970s	PROPN
fennia-3849	154	15	(	(	PUNCT
fennia-3849	154	16	paasi	paasi	NOUN
fennia-3849	154	17	&	&	CCONJ
fennia-3849	154	18	vartiainen	vartiainen	NOUN
fennia-3849	154	19	1981	1981	NUM
fennia-3849	154	20	)	)	PUNCT
fennia-3849	154	21	.	.	PUNCT
fennia-3849	155	1	while	while	SCONJ
fennia-3849	155	2	the	the	DET
fennia-3849	155	3	population	population	NOUN
fennia-3849	155	4	of	of	ADP
fennia-3849	155	5	the	the	DET
fennia-3849	155	6	city	city	NOUN
fennia-3849	155	7	region	region	NOUN
fennia-3849	155	8	has	have	AUX
fennia-3849	155	9	grown	grow	VERB
fennia-3849	155	10	,	,	PUNCT
fennia-3849	155	11	the	the	DET
fennia-3849	155	12	distant	distant	ADJ
fennia-3849	155	13	industrial	industrial	ADJ
fennia-3849	155	14	communities	community	NOUN
fennia-3849	155	15	and	and	CCONJ
fennia-3849	155	16	scattered	scatter	VERB
fennia-3849	155	17	settlements	settlement	NOUN
fennia-3849	155	18	have	have	AUX
fennia-3849	155	19	lagged	lag	VERB
fennia-3849	155	20	behind	behind	ADV
fennia-3849	155	21	,	,	PUNCT
fennia-3849	155	22	and	and	CCONJ
fennia-3849	155	23	other	other	ADJ
fennia-3849	155	24	municipal	municipal	ADJ
fennia-3849	155	25	centres	centre	NOUN
fennia-3849	155	26	that	that	PRON
fennia-3849	155	27	previously	previously	ADV
fennia-3849	155	28	had	have	VERB
fennia-3849	155	29	expanding	expand	VERB
fennia-3849	155	30	populations	population	NOUN
fennia-3849	155	31	have	have	AUX
fennia-3849	155	32	begun	begin	VERB
fennia-3849	155	33	to	to	PART
fennia-3849	155	34	decline	decline	VERB
fennia-3849	155	35	.	.	PUNCT
fennia-3849	156	1	consequently	consequently	ADV
fennia-3849	156	2	new	new	ADJ
fennia-3849	156	3	workplaces	workplace	NOUN
fennia-3849	156	4	in	in	ADP
fennia-3849	156	5	the	the	DET
fennia-3849	156	6	service	service	NOUN
fennia-3849	156	7	sector	sector	NOUN
fennia-3849	156	8	have	have	AUX
fennia-3849	156	9	tended	tend	VERB
fennia-3849	156	10	to	to	PART
fennia-3849	156	11	be	be	AUX
fennia-3849	156	12	located	locate	VERB
fennia-3849	156	13	in	in	ADP
fennia-3849	156	14	the	the	DET
fennia-3849	156	15	provincial	provincial	ADJ
fennia-3849	156	16	centre	centre	NOUN
fennia-3849	156	17	and	and	CCONJ
fennia-3849	156	18	its	its	PRON
fennia-3849	156	19	growing	grow	VERB
fennia-3849	156	20	neighbourhoods	neighbourhood	NOUN
fennia-3849	156	21	,	,	PUNCT
fennia-3849	156	22	indicating	indicate	VERB
fennia-3849	156	23	the	the	DET
fennia-3849	156	24	geographical	geographical	ADJ
fennia-3849	156	25	concentration	concentration	NOUN
fennia-3849	156	26	of	of	ADP
fennia-3849	156	27	economic	economic	ADJ
fennia-3849	156	28	activity	activity	NOUN
fennia-3849	156	29	on	on	ADP
fennia-3849	156	30	a	a	DET
fennia-3849	156	31	regional	regional	ADJ
fennia-3849	156	32	scale	scale	NOUN
fennia-3849	156	33	.	.	PUNCT
fennia-3849	157	1	the	the	DET
fennia-3849	157	2	rural	rural	ADJ
fennia-3849	157	3	restructuring	restructuring	NOUN
fennia-3849	157	4	that	that	PRON
fennia-3849	157	5	occurred	occur	VERB
fennia-3849	157	6	after	after	SCONJ
fennia-3849	157	7	finland	finland	PROPN
fennia-3849	157	8	joined	join	VERB
fennia-3849	157	9	the	the	DET
fennia-3849	157	10	eu	eu	PROPN
fennia-3849	157	11	in	in	ADP
fennia-3849	157	12	1995	1995	NUM
fennia-3849	157	13	is	be	AUX
fennia-3849	157	14	still	still	ADV
fennia-3849	157	15	going	go	VERB
fennia-3849	157	16	on	on	ADP
fennia-3849	157	17	,	,	PUNCT
fennia-3849	157	18	as	as	SCONJ
fennia-3849	157	19	shown	show	VERB
fennia-3849	157	20	by	by	ADP
fennia-3849	157	21	declining	decline	VERB
fennia-3849	157	22	employment	employment	NOUN
fennia-3849	157	23	in	in	ADP
fennia-3849	157	24	the	the	DET
fennia-3849	157	25	primary	primary	ADJ
fennia-3849	157	26	industries	industry	NOUN
fennia-3849	157	27	and	and	CCONJ
fennia-3849	157	28	a	a	DET
fennia-3849	157	29	worsening	worsen	VERB
fennia-3849	157	30	age	age	NOUN
fennia-3849	157	31	structure	structure	NOUN
fennia-3849	157	32	followed	follow	VERB
fennia-3849	157	33	by	by	ADP
fennia-3849	157	34	depopulation	depopulation	NOUN
fennia-3849	157	35	.	.	PUNCT
fennia-3849	158	1	the	the	DET
fennia-3849	158	2	growth	growth	NOUN
fennia-3849	158	3	of	of	ADP
fennia-3849	158	4	the	the	DET
fennia-3849	158	5	regional	regional	ADJ
fennia-3849	158	6	core	core	NOUN
fennia-3849	158	7	area	area	NOUN
fennia-3849	158	8	is	be	AUX
fennia-3849	158	9	bound	bind	VERB
fennia-3849	158	10	up	up	ADP
fennia-3849	158	11	with	with	ADP
fennia-3849	158	12	its	its	PRON
fennia-3849	158	13	success	success	NOUN
fennia-3849	158	14	in	in	ADP
fennia-3849	158	15	generating	generate	VERB
fennia-3849	158	16	and	and	CCONJ
fennia-3849	158	17	attracting	attract	VERB
fennia-3849	158	18	enterprises	enterprise	NOUN
fennia-3849	158	19	,	,	PUNCT
fennia-3849	158	20	the	the	DET
fennia-3849	158	21	success	success	NOUN
fennia-3849	158	22	of	of	ADP
fennia-3849	158	23	education	education	NOUN
fennia-3849	158	24	and	and	CCONJ
fennia-3849	158	25	research	research	NOUN
fennia-3849	158	26	and	and	CCONJ
fennia-3849	158	27	development	development	NOUN
fennia-3849	158	28	(	(	PUNCT
fennia-3849	158	29	r&d	r&d	NOUN
fennia-3849	158	30	)	)	PUNCT
fennia-3849	158	31	and	and	CCONJ
fennia-3849	158	32	globalization	globalization	NOUN
fennia-3849	158	33	impulses	impulse	NOUN
fennia-3849	158	34	felt	feel	VERB
fennia-3849	158	35	in	in	ADP
fennia-3849	158	36	its	its	PRON
fennia-3849	158	37	industries	industry	NOUN
fennia-3849	158	38	.	.	PUNCT
fennia-3849	159	1	the	the	DET
fennia-3849	159	2	rapid	rapid	ADJ
fennia-3849	159	3	growth	growth	NOUN
fennia-3849	159	4	of	of	ADP
fennia-3849	159	5	the	the	DET
fennia-3849	159	6	ict	ict	NOUN
fennia-3849	159	7	industries	industry	NOUN
fennia-3849	159	8	in	in	ADP
fennia-3849	159	9	the	the	DET
fennia-3849	159	10	late	late	ADJ
fennia-3849	159	11	1990s	1990	NOUN
fennia-3849	159	12	created	create	VERB
fennia-3849	159	13	many	many	ADJ
fennia-3849	159	14	new	new	ADJ
fennia-3849	159	15	jobs	job	NOUN
fennia-3849	159	16	in	in	ADP
fennia-3849	159	17	the	the	DET
fennia-3849	159	18	manufacturing	manufacturing	NOUN
fennia-3849	159	19	of	of	ADP
fennia-3849	159	20	plastics	plastic	NOUN
fennia-3849	159	21	and	and	CCONJ
fennia-3849	159	22	metal	metal	NOUN
fennia-3849	159	23	products	product	NOUN
fennia-3849	159	24	,	,	PUNCT
fennia-3849	159	25	but	but	CCONJ
fennia-3849	159	26	the	the	DET
fennia-3849	159	27	largest	large	ADJ
fennia-3849	159	28	local	local	ADJ
fennia-3849	159	29	factories	factory	NOUN
fennia-3849	159	30	in	in	ADP
fennia-3849	159	31	this	this	DET
fennia-3849	159	32	field	field	NOUN
fennia-3849	159	33	have	have	AUX
fennia-3849	159	34	recently	recently	ADV
fennia-3849	159	35	been	be	AUX
fennia-3849	159	36	closed	close	VERB
fennia-3849	159	37	down	down	ADV
fennia-3849	159	38	.	.	PUNCT
fennia-3849	160	1	many	many	ADJ
fennia-3849	160	2	people	people	NOUN
fennia-3849	160	3	continue	continue	VERB
fennia-3849	160	4	to	to	PART
fennia-3849	160	5	be	be	AUX
fennia-3849	160	6	employed	employ	VERB
fennia-3849	160	7	in	in	ADP
fennia-3849	160	8	the	the	DET
fennia-3849	160	9	manufacturing	manufacturing	NOUN
fennia-3849	160	10	of	of	ADP
fennia-3849	160	11	forest	forest	NOUN
fennia-3849	160	12	machinery	machinery	NOUN
fennia-3849	160	13	by	by	ADP
fennia-3849	160	14	john	john	PROPN
fennia-3849	160	15	deere	deere	PROPN
fennia-3849	160	16	,	,	PUNCT
fennia-3849	160	17	which	which	PRON
fennia-3849	160	18	,	,	PUNCT
fennia-3849	160	19	like	like	ADP
fennia-3849	160	20	the	the	DET
fennia-3849	160	21	ict	ict	NOUN
fennia-3849	160	22	branch	branch	NOUN
fennia-3849	160	23	,	,	PUNCT
fennia-3849	160	24	was	be	AUX
fennia-3849	160	25	boosted	boost	VERB
fennia-3849	160	26	by	by	ADP
fennia-3849	160	27	regional	regional	ADJ
fennia-3849	160	28	policy	policy	NOUN
fennia-3849	160	29	and	and	CCONJ
fennia-3849	160	30	since	since	SCONJ
fennia-3849	160	31	1998	1998	NUM
fennia-3849	160	32	by	by	ADP
fennia-3849	160	33	the	the	DET
fennia-3849	160	34	north	north	PROPN
fennia-3849	160	35	karelia	karelia	PROPN
fennia-3849	160	36	centre	centre	PROPN
fennia-3849	160	37	of	of	ADP
fennia-3849	160	38	expertise	expertise	NOUN
fennia-3849	160	39	programme	programme	NOUN
fennia-3849	160	40	.	.	PUNCT
fennia-3849	161	1	the	the	DET
fennia-3849	161	2	university	university	NOUN
fennia-3849	161	3	and	and	CCONJ
fennia-3849	161	4	polytechnics	polytechnic	NOUN
fennia-3849	161	5	have	have	AUX
fennia-3849	161	6	expanded	expand	VERB
fennia-3849	161	7	,	,	PUNCT
fennia-3849	161	8	and	and	CCONJ
fennia-3849	161	9	a	a	DET
fennia-3849	161	10	science	science	NOUN
fennia-3849	161	11	park	park	NOUN
fennia-3849	161	12	and	and	CCONJ
fennia-3849	161	13	related	relate	VERB
fennia-3849	161	14	industrial	industrial	ADJ
fennia-3849	161	15	activities	activity	NOUN
fennia-3849	161	16	have	have	AUX
fennia-3849	161	17	played	play	VERB
fennia-3849	161	18	a	a	DET
fennia-3849	161	19	part	part	NOUN
fennia-3849	161	20	in	in	ADP
fennia-3849	161	21	nurturing	nurture	VERB
fennia-3849	161	22	new	new	ADJ
fennia-3849	161	23	businesses	business	NOUN
fennia-3849	161	24	in	in	ADP
fennia-3849	161	25	the	the	DET
fennia-3849	161	26	core	core	NOUN
fennia-3849	161	27	area	area	NOUN
fennia-3849	161	28	,	,	PUNCT
fennia-3849	161	29	which	which	PRON
fennia-3849	161	30	thus	thus	ADV
fennia-3849	161	31	has	have	VERB
fennia-3849	161	32	the	the	DET
fennia-3849	161	33	best	good	ADJ
fennia-3849	161	34	regional	regional	ADJ
fennia-3849	161	35	assets	asset	NOUN
fennia-3849	161	36	and	and	CCONJ
fennia-3849	161	37	competitiveness	competitiveness	NOUN
fennia-3849	161	38	in	in	ADP
fennia-3849	161	39	the	the	DET
fennia-3849	161	40	regional	regional	ADJ
fennia-3849	161	41	economy	economy	NOUN
fennia-3849	161	42	(	(	PUNCT
fennia-3849	161	43	vartiainen	vartiainen	NOUN
fennia-3849	161	44	&	&	CCONJ
fennia-3849	161	45	viiri	viiri	PROPN
fennia-3849	161	46	2002	2002	NUM
fennia-3849	161	47	;	;	PUNCT
fennia-3849	161	48	arbo	arbo	PROPN
fennia-3849	161	49	&	&	CCONJ
fennia-3849	161	50	eskelinen	eskelinen	PROPN
fennia-3849	161	51	2003	2003	NUM
fennia-3849	161	52	)	)	PUNCT
fennia-3849	161	53	.	.	PUNCT
fennia-3849	162	1	the	the	DET
fennia-3849	162	2	allocation	allocation	NOUN
fennia-3849	162	3	of	of	ADP
fennia-3849	162	4	r&d	r&d	NOUN
fennia-3849	162	5	investment	investment	NOUN
fennia-3849	162	6	and	and	CCONJ
fennia-3849	162	7	the	the	DET
fennia-3849	162	8	distribution	distribution	NOUN
fennia-3849	162	9	of	of	ADP
fennia-3849	162	10	employed	employ	VERB
fennia-3849	162	11	persons	person	NOUN
fennia-3849	162	12	in	in	ADP
fennia-3849	162	13	north	north	PROPN
fennia-3849	162	14	karelia	karelia	PROPN
fennia-3849	162	15	are	be	AUX
fennia-3849	162	16	concentrated	concentrate	VERB
fennia-3849	162	17	in	in	ADP
fennia-3849	162	18	a	a	DET
fennia-3849	162	19	uni	uni	ADJ
fennia-3849	162	20	-	-	ADJ
fennia-3849	162	21	nodal	nodal	ADJ
fennia-3849	162	22	manner	manner	NOUN
fennia-3849	162	23	.	.	PUNCT
fennia-3849	163	1	on	on	ADP
fennia-3849	163	2	an	an	DET
fennia-3849	163	3	average	average	ADJ
fennia-3849	163	4	82.7	82.7	NUM
fennia-3849	163	5	%	%	NOUN
fennia-3849	163	6	of	of	ADP
fennia-3849	163	7	the	the	DET
fennia-3849	163	8	r&d	r&d	NOUN
fennia-3849	163	9	investments	investment	NOUN
fennia-3849	163	10	at	at	ADP
fennia-3849	163	11	the	the	DET
fennia-3849	163	12	nuts	nuts	ADJ
fennia-3849	163	13	4	4	NUM
fennia-3849	163	14	level	level	NOUN
fennia-3849	163	15	,	,	PUNCT
fennia-3849	163	16	now	now	ADV
fennia-3849	163	17	termed	term	VERB
fennia-3849	163	18	the	the	DET
fennia-3849	163	19	lau	lau	PROPN
fennia-3849	163	20	1	1	NUM
fennia-3849	163	21	level	level	NOUN
fennia-3849	163	22	,	,	PUNCT
fennia-3849	163	23	in	in	ADP
fennia-3849	163	24	the	the	DET
fennia-3849	163	25	period	period	NOUN
fennia-3849	163	26	1995−1999	1995−1999	NUM
fennia-3849	163	27	were	be	AUX
fennia-3849	163	28	allocated	allocate	VERB
fennia-3849	163	29	to	to	ADP
fennia-3849	163	30	the	the	DET
fennia-3849	163	31	joensuu	joensuu	NOUN
fennia-3849	163	32	sub	sub	NOUN
fennia-3849	163	33	-	-	NOUN
fennia-3849	163	34	region	region	NOUN
fennia-3849	163	35	,	,	PUNCT
fennia-3849	163	36	and	and	CCONJ
fennia-3849	163	37	the	the	DET
fennia-3849	163	38	average	average	NOUN
fennia-3849	163	39	since	since	SCONJ
fennia-3849	163	40	2000	2000	NUM
fennia-3849	163	41	has	have	AUX
fennia-3849	163	42	been	be	AUX
fennia-3849	163	43	85.0	85.0	NUM
fennia-3849	163	44	%	%	NOUN
fennia-3849	163	45	(	(	PUNCT
fennia-3849	163	46	statistics	statistics	PROPN
fennia-3849	163	47	finland	finland	PROPN
fennia-3849	163	48	2010b	2010b	NUM
fennia-3849	163	49	)	)	PUNCT
fennia-3849	163	50	.	.	PUNCT
fennia-3849	164	1	these	these	DET
fennia-3849	164	2	figures	figure	NOUN
fennia-3849	164	3	reveal	reveal	VERB
fennia-3849	164	4	that	that	SCONJ
fennia-3849	164	5	access	access	NOUN
fennia-3849	164	6	to	to	ADP
fennia-3849	164	7	the	the	DET
fennia-3849	164	8	possibilities	possibility	NOUN
fennia-3849	164	9	offered	offer	VERB
fennia-3849	164	10	by	by	ADP
fennia-3849	164	11	a	a	DET
fennia-3849	164	12	technologydriven	technologydriven	ADJ
fennia-3849	164	13	economy	economy	NOUN
fennia-3849	164	14	is	be	AUX
fennia-3849	164	15	poor	poor	ADJ
fennia-3849	164	16	everywhere	everywhere	ADV
fennia-3849	164	17	other	other	ADJ
fennia-3849	164	18	than	than	ADP
fennia-3849	164	19	in	in	ADP
fennia-3849	164	20	the	the	DET
fennia-3849	164	21	vicinity	vicinity	NOUN
fennia-3849	164	22	of	of	ADP
fennia-3849	164	23	joensuu	joensuu	NOUN
fennia-3849	164	24	.	.	PUNCT
fennia-3849	165	1	this	this	PRON
fennia-3849	165	2	gives	give	VERB
fennia-3849	165	3	us	we	PRON
fennia-3849	165	4	reason	reason	NOUN
fennia-3849	165	5	to	to	PART
fennia-3849	165	6	assume	assume	VERB
fennia-3849	165	7	that	that	SCONJ
fennia-3849	165	8	economic	economic	ADJ
fennia-3849	165	9	growth	growth	NOUN
fennia-3849	165	10	,	,	PUNCT
fennia-3849	165	11	although	although	SCONJ
fennia-3849	165	12	not	not	PART
fennia-3849	165	13	directly	directly	ADV
fennia-3849	165	14	r&d	r&d	NOUN
fennia-3849	165	15	-	-	PUNCT
fennia-3849	165	16	driven	drive	VERB
fennia-3849	165	17	in	in	ADP
fennia-3849	165	18	all	all	DET
fennia-3849	165	19	cases	case	NOUN
fennia-3849	165	20	,	,	PUNCT
fennia-3849	165	21	has	have	AUX
fennia-3849	165	22	become	become	VERB
fennia-3849	165	23	spatially	spatially	ADV
fennia-3849	165	24	concentrated	concentrate	VERB
fennia-3849	165	25	,	,	PUNCT
fennia-3849	165	26	leading	lead	VERB
fennia-3849	165	27	to	to	ADP
fennia-3849	165	28	similar	similar	ADJ
fennia-3849	165	29	uneven	uneven	ADJ
fennia-3849	165	30	impacts	impact	NOUN
fennia-3849	165	31	on	on	ADP
fennia-3849	165	32	living	living	NOUN
fennia-3849	165	33	standards	standard	NOUN
fennia-3849	165	34	within	within	ADP
fennia-3849	165	35	the	the	DET
fennia-3849	165	36	region	region	NOUN
fennia-3849	165	37	.	.	PUNCT
fennia-3849	166	1	a	a	DET
fennia-3849	166	2	zonal	zonal	ADJ
fennia-3849	166	3	pattern	pattern	NOUN
fennia-3849	166	4	in	in	ADP
fennia-3849	166	5	the	the	DET
fennia-3849	166	6	spatial	spatial	ADJ
fennia-3849	166	7	divergence	divergence	NOUN
fennia-3849	166	8	of	of	ADP
fennia-3849	166	9	living	living	NOUN
fennia-3849	166	10	standards	standard	NOUN
fennia-3849	166	11	living	living	NOUN
fennia-3849	166	12	standards	standard	NOUN
fennia-3849	166	13	and	and	CCONJ
fennia-3849	166	14	the	the	DET
fennia-3849	166	15	formation	formation	NOUN
fennia-3849	166	16	of	of	ADP
fennia-3849	166	17	zones	zone	NOUN
fennia-3849	166	18	supporting	support	VERB
fennia-3849	166	19	our	our	PRON
fennia-3849	166	20	hypothesis	hypothesis	NOUN
fennia-3849	166	21	,	,	PUNCT
fennia-3849	166	22	but	but	CCONJ
fennia-3849	166	23	in	in	ADP
fennia-3849	166	24	a	a	DET
fennia-3849	166	25	complicated	complicated	ADJ
fennia-3849	166	26	way	way	NOUN
fennia-3849	166	27	,	,	PUNCT
fennia-3849	166	28	the	the	DET
fennia-3849	166	29	changes	change	NOUN
fennia-3849	166	30	in	in	ADP
fennia-3849	166	31	living	living	NOUN
fennia-3849	166	32	standards	standard	NOUN
fennia-3849	166	33	over	over	ADP
fennia-3849	166	34	the	the	DET
fennia-3849	166	35	period	period	NOUN
fennia-3849	166	36	1993−2003	1993−2003	NUM
fennia-3849	166	37	manifested	manifest	VERB
fennia-3849	166	38	themselves	themselves	PRON
fennia-3849	166	39	in	in	ADP
fennia-3849	166	40	three	three	NUM
fennia-3849	166	41	zones	zone	NOUN
fennia-3849	166	42	(	(	PUNCT
fennia-3849	166	43	fig	fig	NOUN
fennia-3849	166	44	.	.	PUNCT
fennia-3849	167	1	2	2	NUM
fennia-3849	167	2	,	,	PUNCT
fennia-3849	167	3	bottom	bottom	ADJ
fennia-3849	167	4	right	right	NOUN
fennia-3849	167	5	)	)	PUNCT
fennia-3849	167	6	.	.	PUNCT
fennia-3849	168	1	surprisingly	surprisingly	ADV
fennia-3849	168	2	,	,	PUNCT
fennia-3849	168	3	the	the	DET
fennia-3849	168	4	most	most	ADV
fennia-3849	168	5	intensive	intensive	ADJ
fennia-3849	168	6	relative	relative	ADJ
fennia-3849	168	7	reduction	reduction	NOUN
fennia-3849	168	8	took	take	VERB
fennia-3849	168	9	place	place	NOUN
fennia-3849	168	10	in	in	ADP
fennia-3849	168	11	the	the	DET
fennia-3849	168	12	inner	inner	ADJ
fennia-3849	168	13	zone	zone	NOUN
fennia-3849	168	14	constituting	constitute	VERB
fennia-3849	168	15	the	the	DET
fennia-3849	168	16	city	city	NOUN
fennia-3849	168	17	centre	centre	NOUN
fennia-3849	168	18	of	of	ADP
fennia-3849	168	19	joensuu	joensuu	NOUN
fennia-3849	168	20	,	,	PUNCT
fennia-3849	168	21	although	although	SCONJ
fennia-3849	168	22	a	a	DET
fennia-3849	168	23	relative	relative	ADJ
fennia-3849	168	24	decline	decline	NOUN
fennia-3849	168	25	prevailed	prevail	VERB
fennia-3849	168	26	everywhere	everywhere	ADV
fennia-3849	168	27	in	in	ADP
fennia-3849	168	28	the	the	DET
fennia-3849	168	29	outermost	outermost	ADJ
fennia-3849	168	30	zone	zone	NOUN
fennia-3849	168	31	,	,	PUNCT
fennia-3849	168	32	i.e.	i.e.	X
fennia-3849	168	33	beyond	beyond	ADP
fennia-3849	168	34	a	a	DET
fennia-3849	168	35	½-hour	½-hour	PROPN
fennia-3849	168	36	commuting	commuting	NOUN
fennia-3849	168	37	road	road	NOUN
fennia-3849	168	38	journey	journey	NOUN
fennia-3849	168	39	from	from	ADP
fennia-3849	168	40	the	the	DET
fennia-3849	168	41	centre	centre	NOUN
fennia-3849	168	42	.	.	PUNCT
fennia-3849	169	1	living	living	NOUN
fennia-3849	169	2	standards	standard	NOUN
fennia-3849	169	3	declined	decline	VERB
fennia-3849	169	4	markedly	markedly	ADV
fennia-3849	169	5	in	in	ADP
fennia-3849	169	6	relative	relative	ADJ
fennia-3849	169	7	terms	term	NOUN
fennia-3849	169	8	in	in	ADP
fennia-3849	169	9	the	the	DET
fennia-3849	169	10	rural	rural	ADJ
fennia-3849	169	11	areas	area	NOUN
fennia-3849	169	12	and	and	CCONJ
fennia-3849	169	13	in	in	ADP
fennia-3849	169	14	local	local	ADJ
fennia-3849	169	15	centres	centre	NOUN
fennia-3849	169	16	such	such	ADJ
fennia-3849	169	17	as	as	ADP
fennia-3849	169	18	outokumpu	outokumpu	NOUN
fennia-3849	169	19	,	,	PUNCT
fennia-3849	169	20	rääkkylä	rääkkylä	NOUN
fennia-3849	169	21	and	and	CCONJ
fennia-3849	169	22	uimaharju	uimaharju	ADJ
fennia-3849	169	23	,	,	PUNCT
fennia-3849	169	24	at	at	ADP
fennia-3849	169	25	distances	distance	NOUN
fennia-3849	169	26	of	of	ADP
fennia-3849	169	27	40−60	40−60	PROPN
fennia-3849	169	28	km	km	NOUN
fennia-3849	169	29	by	by	ADP
fennia-3849	169	30	road	road	NOUN
fennia-3849	169	31	,	,	PUNCT
fennia-3849	169	32	kitee	kitee	PROPN
fennia-3849	169	33	,	,	PUNCT
fennia-3849	169	34	juuka	juuka	ADJ
fennia-3849	169	35	,	,	PUNCT
fennia-3849	169	36	lieksa	lieksa	ADJ
fennia-3849	169	37	and	and	CCONJ
fennia-3849	169	38	pankakoski	pankakoski	NOUN
fennia-3849	169	39	at	at	ADP
fennia-3849	169	40	distances	distance	NOUN
fennia-3849	169	41	of	of	ADP
fennia-3849	169	42	70−105	70−105	PROPN
fennia-3849	169	43	km	km	NOUN
fennia-3849	169	44	and	and	CCONJ
fennia-3849	169	45	nurmes	nurme	NOUN
fennia-3849	169	46	at	at	ADP
fennia-3849	169	47	a	a	DET
fennia-3849	169	48	distance	distance	NOUN
fennia-3849	169	49	of	of	ADP
fennia-3849	169	50	125	125	NUM
fennia-3849	169	51	km	km	NOUN
fennia-3849	169	52	,	,	PUNCT
fennia-3849	169	53	as	as	SCONJ
fennia-3849	169	54	anticipated	anticipate	VERB
fennia-3849	169	55	in	in	ADP
fennia-3849	169	56	our	our	PRON
fennia-3849	169	57	hypothesis	hypothesis	NOUN
fennia-3849	169	58	.	.	PUNCT
fennia-3849	170	1	the	the	DET
fennia-3849	170	2	downward	downward	ADJ
fennia-3849	170	3	transitions	transition	NOUN
fennia-3849	170	4	in	in	ADP
fennia-3849	170	5	these	these	DET
fennia-3849	170	6	local	local	ADJ
fennia-3849	170	7	centres	centre	NOUN
fennia-3849	170	8	indicate	indicate	VERB
fennia-3849	170	9	unfavourable	unfavourable	ADJ
fennia-3849	170	10	industrial	industrial	ADJ
fennia-3849	170	11	structures	structure	NOUN
fennia-3849	170	12	and	and	CCONJ
fennia-3849	170	13	a	a	DET
fennia-3849	170	14	decline	decline	NOUN
fennia-3849	170	15	in	in	ADP
fennia-3849	170	16	competitiveness	competitiveness	NOUN
fennia-3849	170	17	compared	compare	VERB
fennia-3849	170	18	with	with	ADP
fennia-3849	170	19	the	the	DET
fennia-3849	170	20	joensuu	joensuu	PROPN
fennia-3849	170	21	commuter	commuter	NOUN
fennia-3849	170	22	belt	belt	NOUN
fennia-3849	170	23	(	(	PUNCT
fennia-3849	170	24	fig	fig	NOUN
fennia-3849	170	25	.	.	PUNCT
fennia-3849	171	1	2	2	NUM
fennia-3849	171	2	,	,	PUNCT
fennia-3849	171	3	bottom	bottom	ADJ
fennia-3849	171	4	right	right	NOUN
fennia-3849	171	5	)	)	PUNCT
fennia-3849	171	6	.	.	PUNCT
fennia-3849	172	1	the	the	DET
fennia-3849	172	2	north	north	ADJ
fennia-3849	172	3	karelian	karelian	PROPN
fennia-3849	172	4	results	result	NOUN
fennia-3849	172	5	are	be	AUX
fennia-3849	172	6	congruent	congruent	ADJ
fennia-3849	172	7	with	with	ADP
fennia-3849	172	8	the	the	DET
fennia-3849	172	9	findings	finding	NOUN
fennia-3849	172	10	of	of	ADP
fennia-3849	172	11	spatially	spatially	ADV
fennia-3849	172	12	narrow	narrow	ADJ
fennia-3849	172	13	diffusion	diffusion	NOUN
fennia-3849	172	14	effects	effect	NOUN
fennia-3849	172	15	of	of	ADP
fennia-3849	172	16	economic	economic	ADJ
fennia-3849	172	17	growth	growth	NOUN
fennia-3849	172	18	in	in	ADP
fennia-3849	172	19	nordic	nordic	ADJ
fennia-3849	172	20	sparsely	sparsely	ADV
fennia-3849	172	21	-	-	PUNCT
fennia-3849	172	22	populated	populate	VERB
fennia-3849	172	23	areas	area	NOUN
fennia-3849	172	24	(	(	PUNCT
fennia-3849	172	25	gløersen	gløersen	NOUN
fennia-3849	172	26	2009	2009	NUM
fennia-3849	172	27	:	:	PUNCT
fennia-3849	172	28	41−43	41−43	NOUN
fennia-3849	172	29	)	)	PUNCT
fennia-3849	172	30	.	.	PUNCT
fennia-3849	173	1	the	the	DET
fennia-3849	173	2	inner	inner	ADJ
fennia-3849	173	3	zone	zone	NOUN
fennia-3849	173	4	the	the	DET
fennia-3849	173	5	population	population	NOUN
fennia-3849	173	6	of	of	ADP
fennia-3849	173	7	the	the	DET
fennia-3849	173	8	inner	inner	ADJ
fennia-3849	173	9	zone	zone	NOUN
fennia-3849	173	10	increased	increase	VERB
fennia-3849	173	11	by	by	ADP
fennia-3849	173	12	3,576	3,576	NUM
fennia-3849	173	13	in	in	ADP
fennia-3849	173	14	1993−2003	1993−2003	NUM
fennia-3849	173	15	(	(	PUNCT
fennia-3849	173	16	table	table	NOUN
fennia-3849	173	17	2	2	NUM
fennia-3849	173	18	)	)	PUNCT
fennia-3849	173	19	,	,	PUNCT
fennia-3849	173	20	whereas	whereas	SCONJ
fennia-3849	173	21	that	that	PRON
fennia-3849	173	22	of	of	ADP
fennia-3849	173	23	the	the	DET
fennia-3849	173	24	outermost	outermost	ADJ
fennia-3849	173	25	zone	zone	NOUN
fennia-3849	173	26	decreased	decrease	VERB
fennia-3849	173	27	,	,	PUNCT
fennia-3849	173	28	providing	provide	VERB
fennia-3849	173	29	evidence	evidence	NOUN
fennia-3849	173	30	of	of	ADP
fennia-3849	173	31	a	a	DET
fennia-3849	173	32	backwash	backwash	NOUN
fennia-3849	173	33	effect	effect	NOUN
fennia-3849	173	34	in	in	ADP
fennia-3849	173	35	that	that	SCONJ
fennia-3849	173	36	some	some	PRON
fennia-3849	173	37	of	of	ADP
fennia-3849	173	38	the	the	DET
fennia-3849	173	39	migrants	migrant	NOUN
fennia-3849	173	40	coming	come	VERB
fennia-3849	173	41	to	to	ADP
fennia-3849	173	42	the	the	DET
fennia-3849	173	43	regional	regional	ADJ
fennia-3849	173	44	core	core	NOUN
fennia-3849	173	45	originated	originate	VERB
fennia-3849	173	46	from	from	ADP
fennia-3849	173	47	the	the	DET
fennia-3849	173	48	54	54	NUM
fennia-3849	173	49	fennia	fennia	NOUN
fennia-3849	173	50	189	189	NUM
fennia-3849	173	51	:	:	SYM
fennia-3849	173	52	2	2	NUM
fennia-3849	173	53	(	(	PUNCT
fennia-3849	173	54	2011)olli	2011)olli	NUM
fennia-3849	173	55	lehtonen	lehtonen	NOUN
fennia-3849	173	56	and	and	CCONJ
fennia-3849	173	57	markku	markku	NOUN
fennia-3849	173	58	tykkyläinen	tykkyläinen	NOUN
fennia-3849	173	59	depopulating	depopulate	VERB
fennia-3849	173	60	outermost	outermost	ADJ
fennia-3849	173	61	zone	zone	NOUN
fennia-3849	173	62	.	.	PUNCT
fennia-3849	174	1	the	the	DET
fennia-3849	174	2	numbers	number	NOUN
fennia-3849	174	3	of	of	ADP
fennia-3849	174	4	pensioners	pensioner	NOUN
fennia-3849	174	5	and	and	CCONJ
fennia-3849	174	6	students	student	NOUN
fennia-3849	174	7	increased	increase	VERB
fennia-3849	174	8	in	in	ADP
fennia-3849	174	9	the	the	DET
fennia-3849	174	10	inner	inner	ADJ
fennia-3849	174	11	zone	zone	NOUN
fennia-3849	174	12	and	and	CCONJ
fennia-3849	174	13	the	the	DET
fennia-3849	174	14	foreign	foreign	ADJ
fennia-3849	174	15	-	-	PUNCT
fennia-3849	174	16	speaking	speak	VERB
fennia-3849	174	17	population	population	NOUN
fennia-3849	174	18	grew	grow	VERB
fennia-3849	174	19	substantially	substantially	ADV
fennia-3849	174	20	.	.	PUNCT
fennia-3849	175	1	this	this	DET
fennia-3849	175	2	population	population	NOUN
fennia-3849	175	3	growth	growth	NOUN
fennia-3849	175	4	of	of	ADP
fennia-3849	175	5	6.4	6.4	NUM
fennia-3849	175	6	%	%	NOUN
fennia-3849	175	7	correlates	correlate	VERB
fennia-3849	175	8	closely	closely	ADV
fennia-3849	175	9	with	with	ADP
fennia-3849	175	10	the	the	DET
fennia-3849	175	11	increase	increase	NOUN
fennia-3849	175	12	of	of	ADP
fennia-3849	175	13	8.5	8.5	NUM
fennia-3849	175	14	%	%	NOUN
fennia-3849	175	15	in	in	ADP
fennia-3849	175	16	the	the	DET
fennia-3849	175	17	number	number	NOUN
fennia-3849	175	18	of	of	ADP
fennia-3849	175	19	jobs	job	NOUN
fennia-3849	175	20	in	in	ADP
fennia-3849	175	21	the	the	DET
fennia-3849	175	22	inner	inner	ADJ
fennia-3849	175	23	zone	zone	NOUN
fennia-3849	175	24	,	,	PUNCT
fennia-3849	175	25	which	which	PRON
fennia-3849	175	26	in	in	ADP
fennia-3849	175	27	turn	turn	NOUN
fennia-3849	175	28	suggests	suggest	VERB
fennia-3849	175	29	that	that	SCONJ
fennia-3849	175	30	the	the	DET
fennia-3849	175	31	business	business	NOUN
fennia-3849	175	32	environment	environment	NOUN
fennia-3849	175	33	is	be	AUX
fennia-3849	175	34	most	most	ADV
fennia-3849	175	35	appealing	appealing	ADJ
fennia-3849	175	36	there	there	ADV
fennia-3849	175	37	(	(	PUNCT
fennia-3849	175	38	table	table	NOUN
fennia-3849	175	39	2	2	NUM
fennia-3849	175	40	)	)	PUNCT
fennia-3849	175	41	.	.	PUNCT
fennia-3849	176	1	the	the	DET
fennia-3849	176	2	results	result	NOUN
fennia-3849	176	3	are	be	AUX
fennia-3849	176	4	consistent	consistent	ADJ
fennia-3849	176	5	with	with	ADP
fennia-3849	176	6	the	the	DET
fennia-3849	176	7	findings	finding	NOUN
fennia-3849	176	8	of	of	ADP
fennia-3849	176	9	raspe	raspe	NOUN
fennia-3849	176	10	and	and	CCONJ
fennia-3849	176	11	van	van	PROPN
fennia-3849	176	12	oort	oort	NOUN
fennia-3849	176	13	(	(	PUNCT
fennia-3849	176	14	2006	2006	NUM
fennia-3849	176	15	)	)	PUNCT
fennia-3849	176	16	,	,	PUNCT
fennia-3849	176	17	who	who	PRON
fennia-3849	176	18	show	show	VERB
fennia-3849	176	19	that	that	SCONJ
fennia-3849	176	20	growth	growth	NOUN
fennia-3849	176	21	in	in	ADP
fennia-3849	176	22	employment	employment	NOUN
fennia-3849	176	23	is	be	AUX
fennia-3849	176	24	dependent	dependent	ADJ
fennia-3849	176	25	on	on	ADP
fennia-3849	176	26	the	the	DET
fennia-3849	176	27	knowledge	knowledge	NOUN
fennia-3849	176	28	work	work	NOUN
fennia-3849	176	29	environment	environment	NOUN
fennia-3849	176	30	.	.	PUNCT
fennia-3849	177	1	so	so	ADV
fennia-3849	177	2	far	far	ADV
fennia-3849	177	3	,	,	PUNCT
fennia-3849	177	4	the	the	DET
fennia-3849	177	5	inner	inner	ADJ
fennia-3849	177	6	zone	zone	NOUN
fennia-3849	177	7	has	have	AUX
fennia-3849	177	8	had	have	VERB
fennia-3849	177	9	the	the	DET
fennia-3849	177	10	highest	high	ADJ
fennia-3849	177	11	index	index	NOUN
fennia-3849	177	12	of	of	ADP
fennia-3849	177	13	persons	person	NOUN
fennia-3849	177	14	with	with	ADP
fennia-3849	177	15	a	a	DET
fennia-3849	177	16	university	university	NOUN
fennia-3849	177	17	degree	degree	NOUN
fennia-3849	177	18	.	.	PUNCT
fennia-3849	178	1	regardless	regardless	ADV
fennia-3849	178	2	of	of	ADP
fennia-3849	178	3	the	the	DET
fennia-3849	178	4	presence	presence	NOUN
fennia-3849	178	5	of	of	ADP
fennia-3849	178	6	thriving	thrive	VERB
fennia-3849	178	7	businesses	business	NOUN
fennia-3849	178	8	,	,	PUNCT
fennia-3849	178	9	as	as	SCONJ
fennia-3849	178	10	revealed	reveal	VERB
fennia-3849	178	11	by	by	ADP
fennia-3849	178	12	an	an	DET
fennia-3849	178	13	increasing	increase	VERB
fennia-3849	178	14	number	number	NOUN
fennia-3849	178	15	of	of	ADP
fennia-3849	178	16	jobs	job	NOUN
fennia-3849	178	17	,	,	PUNCT
fennia-3849	178	18	these	these	PRON
fennia-3849	178	19	do	do	AUX
fennia-3849	178	20	not	not	PART
fennia-3849	178	21	always	always	ADV
fennia-3849	178	22	lead	lead	VERB
fennia-3849	178	23	to	to	ADP
fennia-3849	178	24	an	an	DET
fennia-3849	178	25	increase	increase	NOUN
fennia-3849	178	26	in	in	ADP
fennia-3849	178	27	living	living	NOUN
fennia-3849	178	28	standards	standard	NOUN
fennia-3849	178	29	in	in	ADP
fennia-3849	178	30	the	the	DET
fennia-3849	178	31	same	same	ADJ
fennia-3849	178	32	area	area	NOUN
fennia-3849	178	33	,	,	PUNCT
fennia-3849	178	34	as	as	SCONJ
fennia-3849	178	35	demonstrated	demonstrate	VERB
fennia-3849	178	36	by	by	ADP
fennia-3849	178	37	the	the	DET
fennia-3849	178	38	trend	trend	NOUN
fennia-3849	178	39	in	in	ADP
fennia-3849	178	40	living	living	NOUN
fennia-3849	178	41	standards	standard	NOUN
fennia-3849	178	42	in	in	ADP
fennia-3849	178	43	the	the	DET
fennia-3849	178	44	inner	inner	ADJ
fennia-3849	178	45	zone	zone	NOUN
fennia-3849	178	46	.	.	PUNCT
fennia-3849	179	1	the	the	DET
fennia-3849	179	2	relative	relative	ADJ
fennia-3849	179	3	decline	decline	NOUN
fennia-3849	179	4	in	in	ADP
fennia-3849	179	5	living	living	NOUN
fennia-3849	179	6	standards	standard	NOUN
fennia-3849	179	7	in	in	ADP
fennia-3849	179	8	the	the	DET
fennia-3849	179	9	inner	inner	ADJ
fennia-3849	179	10	zone	zone	NOUN
fennia-3849	179	11	is	be	AUX
fennia-3849	179	12	a	a	DET
fennia-3849	179	13	result	result	NOUN
fennia-3849	179	14	of	of	ADP
fennia-3849	179	15	the	the	DET
fennia-3849	179	16	increase	increase	NOUN
fennia-3849	179	17	in	in	ADP
fennia-3849	179	18	certain	certain	ADJ
fennia-3849	179	19	individual	individual	ADJ
fennia-3849	179	20	groups	group	NOUN
fennia-3849	179	21	,	,	PUNCT
fennia-3849	179	22	the	the	DET
fennia-3849	179	23	largest	large	ADJ
fennia-3849	179	24	of	of	ADP
fennia-3849	179	25	which	which	PRON
fennia-3849	179	26	are	be	AUX
fennia-3849	179	27	resident	resident	ADJ
fennia-3849	179	28	students	student	NOUN
fennia-3849	179	29	and	and	CCONJ
fennia-3849	179	30	pensioners	pensioner	NOUN
fennia-3849	179	31	(	(	PUNCT
fennia-3849	179	32	table	table	NOUN
fennia-3849	179	33	2	2	NUM
fennia-3849	179	34	)	)	PUNCT
fennia-3849	179	35	.	.	PUNCT
fennia-3849	180	1	the	the	DET
fennia-3849	180	2	estimates	estimate	NOUN
fennia-3849	180	3	for	for	ADP
fennia-3849	180	4	living	living	NOUN
fennia-3849	180	5	standards	standard	NOUN
fennia-3849	180	6	in	in	ADP
fennia-3849	180	7	the	the	DET
fennia-3849	180	8	centre	centre	NOUN
fennia-3849	180	9	have	have	AUX
fennia-3849	180	10	probably	probably	ADV
fennia-3849	180	11	been	be	AUX
fennia-3849	180	12	slightly	slightly	ADV
fennia-3849	180	13	downgraded	downgrade	VERB
fennia-3849	180	14	by	by	ADP
fennia-3849	180	15	an	an	DET
fennia-3849	180	16	act	act	NOUN
fennia-3849	180	17	of	of	ADP
fennia-3849	180	18	parliament	parliament	NOUN
fennia-3849	180	19	fig	fig	NOUN
fennia-3849	180	20	.	.	PUNCT
fennia-3849	181	1	2	2	X
fennia-3849	181	2	.	.	X
fennia-3849	181	3	non	non	ADJ
fennia-3849	181	4	-	-	ADJ
fennia-3849	181	5	parametric	parametric	ADJ
fennia-3849	181	6	kernel	kernel	NOUN
fennia-3849	181	7	fits	fit	VERB
fennia-3849	181	8	for	for	ADP
fennia-3849	181	9	the	the	DET
fennia-3849	181	10	regression	regression	NOUN
fennia-3849	181	11	of	of	ADP
fennia-3849	181	12	the	the	DET
fennia-3849	181	13	change	change	NOUN
fennia-3849	181	14	in	in	ADP
fennia-3849	181	15	living	living	NOUN
fennia-3849	181	16	standards	standard	NOUN
fennia-3849	181	17	on	on	ADP
fennia-3849	181	18	road	road	NOUN
fennia-3849	181	19	distance	distance	NOUN
fennia-3849	181	20	from	from	ADP
fennia-3849	181	21	joensuu	joensuu	PROPN
fennia-3849	181	22	market	market	NOUN
fennia-3849	181	23	square	square	NOUN
fennia-3849	181	24	in	in	ADP
fennia-3849	181	25	1993	1993	NUM
fennia-3849	181	26	and	and	CCONJ
fennia-3849	181	27	2003	2003	NUM
fennia-3849	181	28	.	.	PUNCT
fennia-3849	182	1	bandwidth	bandwidth	NOUN
fennia-3849	182	2	λ=6	λ=6	ADP
fennia-3849	182	3	km	km	NOUN
fennia-3849	182	4	.	.	PUNCT
fennia-3849	183	1	living	living	NOUN
fennia-3849	183	2	standards	standard	NOUN
fennia-3849	183	3	are	be	AUX
fennia-3849	183	4	measured	measure	VERB
fennia-3849	183	5	in	in	ADP
fennia-3849	183	6	terms	term	NOUN
fennia-3849	183	7	of	of	ADP
fennia-3849	183	8	pca	pca	NOUN
fennia-3849	183	9	scores	score	NOUN
fennia-3849	183	10	.	.	PUNCT
fennia-3849	184	1	the	the	DET
fennia-3849	184	2	division	division	NOUN
fennia-3849	184	3	into	into	ADP
fennia-3849	184	4	three	three	NUM
fennia-3849	184	5	zones	zone	NOUN
fennia-3849	184	6	is	be	AUX
fennia-3849	184	7	marked	mark	VERB
fennia-3849	184	8	by	by	ADP
fennia-3849	184	9	vertical	vertical	ADJ
fennia-3849	184	10	broken	break	VERB
fennia-3849	184	11	lines	line	NOUN
fennia-3849	184	12	.	.	PUNCT
fennia-3849	185	1	table	table	NOUN
fennia-3849	185	2	2	2	NUM
fennia-3849	185	3	.	.	PUNCT
fennia-3849	185	4	indices	index	NOUN
fennia-3849	185	5	of	of	ADP
fennia-3849	185	6	spatial	spatial	ADJ
fennia-3849	185	7	divergence	divergence	NOUN
fennia-3849	185	8	in	in	ADP
fennia-3849	185	9	three	three	NUM
fennia-3849	185	10	distance	distance	NOUN
fennia-3849	185	11	zones	zone	NOUN
fennia-3849	185	12	.	.	PUNCT
fennia-3849	186	1	the	the	DET
fennia-3849	186	2	spatial	spatial	ADJ
fennia-3849	186	3	indices	index	NOUN
fennia-3849	186	4	are	be	AUX
fennia-3849	186	5	calculated	calculate	VERB
fennia-3849	186	6	by	by	ADP
fennia-3849	186	7	weighting	weight	VERB
fennia-3849	186	8	them	they	PRON
fennia-3849	186	9	by	by	ADP
fennia-3849	186	10	the	the	DET
fennia-3849	186	11	population	population	NOUN
fennia-3849	186	12	figures	figure	NOUN
fennia-3849	186	13	of	of	ADP
fennia-3849	186	14	the	the	DET
fennia-3849	186	15	postcode	postcode	NOUN
fennia-3849	186	16	areas	area	NOUN
fennia-3849	186	17	.	.	PUNCT
fennia-3849	187	1	regional	regional	ADJ
fennia-3849	187	2	average	average	ADJ
fennia-3849	187	3	=	=	ADJ
fennia-3849	187	4	100	100	NUM
fennia-3849	187	5	.	.	PUNCT
fennia-3849	188	1	the	the	DET
fennia-3849	188	2	largest	large	ADJ
fennia-3849	188	3	changes	change	NOUN
fennia-3849	188	4	appear	appear	VERB
fennia-3849	188	5	in	in	ADP
fennia-3849	188	6	bold	bold	ADJ
fennia-3849	188	7	.	.	PUNCT
fennia-3849	189	1	numbers	number	NOUN
fennia-3849	189	2	of	of	ADP
fennia-3849	189	3	inhabitants	inhabitant	NOUN
fennia-3849	189	4	,	,	PUNCT
fennia-3849	189	5	pensioners	pensioner	NOUN
fennia-3849	189	6	,	,	PUNCT
fennia-3849	189	7	students	student	NOUN
fennia-3849	189	8	and	and	CCONJ
fennia-3849	189	9	jobs	job	NOUN
fennia-3849	189	10	are	be	AUX
fennia-3849	189	11	indicated	indicate	VERB
fennia-3849	189	12	at	at	ADP
fennia-3849	189	13	the	the	DET
fennia-3849	189	14	bottom	bottom	NOUN
fennia-3849	189	15	.	.	PUNCT
fennia-3849	190	1	spatial	spatial	ADJ
fennia-3849	190	2	indices	index	NOUN
fennia-3849	190	3	and	and	CCONJ
fennia-3849	190	4	variables	variable	NOUN
fennia-3849	190	5	inner	inner	ADJ
fennia-3849	190	6	zone	zone	NOUN
fennia-3849	190	7	,	,	PUNCT
fennia-3849	190	8	0	0	NUM
fennia-3849	190	9	km	km	NOUN
fennia-3849	190	10	–	–	PUNCT
fennia-3849	190	11	9	9	NUM
fennia-3849	190	12	km	km	NOUN
fennia-3849	190	13	by	by	ADP
fennia-3849	190	14	road	road	NOUN
fennia-3849	190	15	(	(	PUNCT
fennia-3849	190	16	n=13	n=13	NOUN
fennia-3849	190	17	)	)	PUNCT
fennia-3849	190	18	intermediate	intermediate	ADJ
fennia-3849	190	19	zone	zone	NOUN
fennia-3849	190	20	,	,	PUNCT
fennia-3849	190	21	9.1	9.1	NUM
fennia-3849	190	22	km	km	NOUN
fennia-3849	190	23	–	–	PUNCT
fennia-3849	190	24	33	33	NUM
fennia-3849	190	25	km	km	NOUN
fennia-3849	190	26	by	by	ADP
fennia-3849	190	27	road	road	NOUN
fennia-3849	190	28	(	(	PUNCT
fennia-3849	190	29	n=25	n=25	NOUN
fennia-3849	190	30	)	)	PUNCT
fennia-3849	190	31	outermost	outermost	NOUN
fennia-3849	190	32	zone	zone	NOUN
fennia-3849	190	33	,	,	PUNCT
fennia-3849	190	34	33.1	33.1	NUM
fennia-3849	190	35	km	km	NOUN
fennia-3849	190	36	and	and	CCONJ
fennia-3849	190	37	over	over	ADV
fennia-3849	190	38	by	by	ADP
fennia-3849	190	39	road	road	NOUN
fennia-3849	190	40	(	(	PUNCT
fennia-3849	190	41	n=98	n=98	PROPN
fennia-3849	190	42	)	)	PUNCT
fennia-3849	190	43	1993	1993	NUM
fennia-3849	190	44	2003	2003	NUM
fennia-3849	190	45	∆	∆	PRON
fennia-3849	190	46	%	%	NOUN
fennia-3849	190	47	1993	1993	NUM
fennia-3849	190	48	2003	2003	NUM
fennia-3849	190	49	∆	∆	PROPN
fennia-3849	190	50	%	%	NOUN
fennia-3849	190	51	1993	1993	NUM
fennia-3849	190	52	2003	2003	NUM
fennia-3849	190	53	∆	∆	PROPN
fennia-3849	190	54	%	%	NOUN
fennia-3849	190	55	median	median	ADJ
fennia-3849	190	56	income	income	NOUN
fennia-3849	190	57	(	(	PUNCT
fennia-3849	190	58	€	€	NOUN
fennia-3849	190	59	)	)	PUNCT
fennia-3849	190	60	118.1	118.1	NUM
fennia-3849	190	61	113.1	113.1	NUM
fennia-3849	190	62	–	–	PUNCT
fennia-3849	190	63	4.2	4.2	NUM
fennia-3849	190	64	101.6	101.6	NUM
fennia-3849	190	65	110.6	110.6	NUM
fennia-3849	190	66	8.9	8.9	NUM
fennia-3849	190	67	89.2	89.2	NUM
fennia-3849	190	68	84.5	84.5	NUM
fennia-3849	190	69	–	–	PUNCT
fennia-3849	190	70	5.3	5.3	NUM
fennia-3849	190	71	unemployment	unemployment	NOUN
fennia-3849	190	72	rate	rate	NOUN
fennia-3849	190	73	(	(	PUNCT
fennia-3849	190	74	%	%	INTJ
fennia-3849	190	75	)	)	PUNCT
fennia-3849	190	76	93.5	93.5	NUM
fennia-3849	190	77	86.7	86.7	NUM
fennia-3849	190	78	–	–	PUNCT
fennia-3849	190	79	7.3	7.3	NUM
fennia-3849	190	80	87.7	87.7	NUM
fennia-3849	190	81	80.1	80.1	NUM
fennia-3849	190	82	–	–	PUNCT
fennia-3849	190	83	8.7	8.7	NUM
fennia-3849	190	84	106.5	106.5	NUM
fennia-3849	190	85	114.7	114.7	NUM
fennia-3849	190	86	7.7	7.7	NUM
fennia-3849	190	87	persons	person	NOUN
fennia-3849	190	88	with	with	ADP
fennia-3849	190	89	a	a	DET
fennia-3849	190	90	university	university	NOUN
fennia-3849	190	91	degree	degree	NOUN
fennia-3849	190	92	(	(	PUNCT
fennia-3849	190	93	%	%	INTJ
fennia-3849	190	94	)	)	PUNCT
fennia-3849	190	95	176.8	176.8	NUM
fennia-3849	190	96	159.8	159.8	NUM
fennia-3849	190	97	–	–	PUNCT
fennia-3849	190	98	9.6	9.6	NUM
fennia-3849	190	99	84.5	84.5	NUM
fennia-3849	190	100	100.6	100.6	NUM
fennia-3849	190	101	19.1	19.1	NUM
fennia-3849	190	102	59.3	59.3	NUM
fennia-3849	190	103	57.7	57.7	NUM
fennia-3849	190	104	–	–	PUNCT
fennia-3849	190	105	2.7	2.7	NUM
fennia-3849	190	106	persons	person	NOUN
fennia-3849	190	107	in	in	ADP
fennia-3849	190	108	the	the	DET
fennia-3849	190	109	lowest	low	ADJ
fennia-3849	190	110	income	income	NOUN
fennia-3849	190	111	bracket	bracket	NOUN
fennia-3849	190	112	8	8	NUM
fennia-3849	190	113	107	107	NUM
fennia-3849	190	114	€	€	NOUN
fennia-3849	190	115	(	(	PUNCT
fennia-3849	190	116	%	%	NOUN
fennia-3849	190	117	)	)	PUNCT
fennia-3849	190	118	*	*	PUNCT
fennia-3849	190	119	82.2	82.2	NUM
fennia-3849	190	120	91.7	91.7	NUM
fennia-3849	190	121	11.6	11.6	NUM
fennia-3849	190	122	102.3	102.3	NUM
fennia-3849	190	123	92.1	92.1	NUM
fennia-3849	190	124	–	–	PUNCT
fennia-3849	190	125	10.0	10.0	NUM
fennia-3849	190	126	109.7	109.7	NUM
fennia-3849	190	127	108.0	108.0	NUM
fennia-3849	190	128	–	–	SYM
fennia-3849	190	129	1.5	1.5	NUM
fennia-3849	190	130	high	high	ADJ
fennia-3849	190	131	income	income	NOUN
fennia-3849	190	132	households	household	NOUN
fennia-3849	190	133	>	>	X
fennia-3849	190	134	47	47	NUM
fennia-3849	190	135	000	000	NUM
fennia-3849	190	136	€	€	NUM
fennia-3849	190	137	p.a	p.a	PROPN
fennia-3849	190	138	.	.	PROPN
fennia-3849	190	139	,	,	PUNCT
fennia-3849	190	140	(	(	PUNCT
fennia-3849	190	141	%	%	INTJ
fennia-3849	190	142	)	)	PUNCT
fennia-3849	190	143	*	*	PUNCT
fennia-3849	191	1	129.1	129.1	NUM
fennia-3849	191	2	110.8	110.8	NUM
fennia-3849	191	3	14.2	14.2	NUM
fennia-3849	191	4	102.5	102.5	NUM
fennia-3849	191	5	130.1	130.1	NUM
fennia-3849	191	6	26.9	26.9	NUM
fennia-3849	191	7	82.7	82.7	NUM
fennia-3849	191	8	84.2	84.2	NUM
fennia-3849	191	9	1.8	1.8	NUM
fennia-3849	191	10	population	population	NOUN
fennia-3849	191	11	*	*	PUNCT
fennia-3849	191	12	*	*	NOUN
fennia-3849	191	13	55	55	NUM
fennia-3849	191	14	648	648	NUM
fennia-3849	191	15	59	59	NUM
fennia-3849	191	16	224	224	NUM
fennia-3849	191	17	6.4	6.4	NUM
fennia-3849	191	18	21	21	NUM
fennia-3849	191	19	601	601	NUM
fennia-3849	191	20	22	22	NUM
fennia-3849	191	21	624	624	NUM
fennia-3849	191	22	4.7	4.7	NUM
fennia-3849	191	23	96	96	NUM
fennia-3849	191	24	645	645	NUM
fennia-3849	191	25	84	84	NUM
fennia-3849	191	26	013	013	NUM
fennia-3849	191	27	–	–	PUNCT
fennia-3849	191	28	13.1	13.1	NUM
fennia-3849	191	29	pensioners	pensioner	NOUN
fennia-3849	191	30	10	10	NUM
fennia-3849	191	31	252	252	NUM
fennia-3849	191	32	11	11	NUM
fennia-3849	191	33	435	435	NUM
fennia-3849	191	34	10.3	10.3	NUM
fennia-3849	191	35	4	4	NUM
fennia-3849	191	36	750	750	NUM
fennia-3849	191	37	5	5	NUM
fennia-3849	191	38	055	055	NUM
fennia-3849	191	39	6.0	6.0	NUM
fennia-3849	191	40	26	26	NUM
fennia-3849	191	41	177	177	NUM
fennia-3849	191	42	26	26	NUM
fennia-3849	191	43	018	018	NUM
fennia-3849	191	44	–	–	PUNCT
fennia-3849	191	45	0.6	0.6	NUM
fennia-3849	191	46	students	student	NOUN
fennia-3849	191	47	*	*	PUNCT
fennia-3849	191	48	*	*	PUNCT
fennia-3849	191	49	*	*	PUNCT
fennia-3849	191	50	6	6	NUM
fennia-3849	191	51	118	118	NUM
fennia-3849	191	52	6	6	NUM
fennia-3849	191	53	990	990	NUM
fennia-3849	191	54	12.5	12.5	NUM
fennia-3849	191	55	2	2	NUM
fennia-3849	191	56	034	034	NUM
fennia-3849	191	57	1	1	NUM
fennia-3849	191	58	770	770	NUM
fennia-3849	191	59	–	–	PUNCT
fennia-3849	191	60	14.9	14.9	NUM
fennia-3849	191	61	7	7	NUM
fennia-3849	191	62	269	269	NUM
fennia-3849	191	63	6	6	NUM
fennia-3849	191	64	225	225	NUM
fennia-3849	191	65	–	–	SYM
fennia-3849	191	66	16.8	16.8	NUM
fennia-3849	191	67	jobs	job	NOUN
fennia-3849	191	68	22	22	NUM
fennia-3849	191	69	100	100	NUM
fennia-3849	191	70	23	23	NUM
fennia-3849	191	71	980	980	NUM
fennia-3849	191	72	8.5	8.5	NUM
fennia-3849	191	73	6	6	NUM
fennia-3849	191	74	159	159	NUM
fennia-3849	191	75	6	6	NUM
fennia-3849	191	76	381	381	NUM
fennia-3849	191	77	3.5	3.5	NUM
fennia-3849	191	78	26	26	NUM
fennia-3849	191	79	676	676	NUM
fennia-3849	191	80	25	25	NUM
fennia-3849	191	81	525	525	NUM
fennia-3849	191	82	–	–	PUNCT
fennia-3849	191	83	4.5	4.5	NUM
fennia-3849	191	84	core	core	NOUN
fennia-3849	191	85	km2	km2	PROPN
fennia-3849	191	86	%	%	NOUN
fennia-3849	192	1	km2	km2	PROPN
fennia-3849	192	2	%	%	NOUN
fennia-3849	192	3	periphery	periphery	PROPN
fennia-3849	192	4	km2	km2	PROPN
fennia-3849	192	5	%	%	NOUN
fennia-3849	192	6	total	total	ADJ
fennia-3849	192	7	area	area	NOUN
fennia-3849	192	8	km2	km2	PROPN
fennia-3849	192	9	257	257	NUM
fennia-3849	192	10	1.2	1.2	NUM
fennia-3849	192	11	3175	3175	NUM
fennia-3849	192	12	14.7	14.7	NUM
fennia-3849	192	13	18153	18153	NUM
fennia-3849	192	14	84.1	84.1	NUM
fennia-3849	192	15	*	*	NOUN
fennia-3849	192	16	)	)	PUNCT
fennia-3849	192	17	variable	variable	NOUN
fennia-3849	192	18	from	from	ADP
fennia-3849	192	19	2004	2004	NUM
fennia-3849	192	20	.	.	PUNCT
fennia-3849	193	1	*	*	PUNCT
fennia-3849	193	2	*	*	PUNCT
fennia-3849	193	3	)	)	PUNCT
fennia-3849	193	4	variables	variable	NOUN
fennia-3849	193	5	from	from	ADP
fennia-3849	193	6	1995	1995	NUM
fennia-3849	193	7	and	and	CCONJ
fennia-3849	193	8	2005	2005	NUM
fennia-3849	193	9	.	.	PUNCT
fennia-3849	194	1	source	source	NOUN
fennia-3849	194	2	:	:	PUNCT
fennia-3849	194	3	statistics	statistics	PROPN
fennia-3849	194	4	finland	finland	PROPN
fennia-3849	194	5	(	(	PUNCT
fennia-3849	194	6	1996	1996	NUM
fennia-3849	194	7	,	,	PUNCT
fennia-3849	194	8	2006	2006	NUM
fennia-3849	194	9	)	)	PUNCT
fennia-3849	194	10	.	.	PUNCT
fennia-3849	195	1	*	*	PUNCT
fennia-3849	195	2	*	*	PUNCT
fennia-3849	195	3	*	*	PUNCT
fennia-3849	195	4	)	)	PUNCT
fennia-3849	195	5	when	when	SCONJ
fennia-3849	195	6	the	the	DET
fennia-3849	195	7	municipality	municipality	NOUN
fennia-3849	195	8	of	of	ADP
fennia-3849	195	9	residence	residence	NOUN
fennia-3849	195	10	act	act	NOUN
fennia-3849	195	11	came	come	VERB
fennia-3849	195	12	into	into	ADP
fennia-3849	195	13	force	force	NOUN
fennia-3849	195	14	in1994	in1994	NOUN
fennia-3849	195	15	the	the	DET
fennia-3849	195	16	number	number	NOUN
fennia-3849	195	17	of	of	ADP
fennia-3849	195	18	students	student	NOUN
fennia-3849	195	19	in	in	ADP
fennia-3849	195	20	resident	resident	NOUN
fennia-3849	195	21	in	in	ADP
fennia-3849	195	22	cities	city	NOUN
fennia-3849	195	23	somewhat	somewhat	ADV
fennia-3849	195	24	increased	increase	VERB
fennia-3849	195	25	.	.	PUNCT
fennia-3849	196	1	for	for	ADP
fennia-3849	196	2	comparison	comparison	NOUN
fennia-3849	196	3	,	,	PUNCT
fennia-3849	196	4	the	the	DET
fennia-3849	196	5	number	number	NOUN
fennia-3849	196	6	of	of	ADP
fennia-3849	196	7	the	the	DET
fennia-3849	196	8	students	student	NOUN
fennia-3849	196	9	at	at	ADP
fennia-3849	196	10	the	the	DET
fennia-3849	196	11	university	university	NOUN
fennia-3849	196	12	of	of	ADP
fennia-3849	196	13	joensuu	joensuu	NOUN
fennia-3849	196	14	increased	increase	VERB
fennia-3849	196	15	by	by	ADP
fennia-3849	196	16	29.3	29.3	NUM
fennia-3849	196	17	%	%	NOUN
fennia-3849	196	18	from	from	ADP
fennia-3849	196	19	1993	1993	NUM
fennia-3849	196	20	to	to	ADP
fennia-3849	196	21	2003	2003	NUM
fennia-3849	196	22	and	and	CCONJ
fennia-3849	196	23	the	the	DET
fennia-3849	196	24	number	number	NOUN
fennia-3849	196	25	of	of	ADP
fennia-3849	196	26	degrees	degree	NOUN
fennia-3849	196	27	awarded	award	VERB
fennia-3849	196	28	by	by	ADP
fennia-3849	196	29	23.1	23.1	NUM
fennia-3849	196	30	%	%	NOUN
fennia-3849	196	31	.	.	PUNCT
fennia-3849	197	1	source	source	NOUN
fennia-3849	197	2	:	:	PUNCT
fennia-3849	197	3	kota	kota	PROPN
fennia-3849	197	4	online	online	PROPN
fennia-3849	197	5	(	(	PUNCT
fennia-3849	197	6	2010	2010	NUM
fennia-3849	197	7	)	)	PUNCT
fennia-3849	197	8	.	.	PUNCT
fennia-3849	198	1	fennia	fennia	NOUN
fennia-3849	198	2	189	189	NUM
fennia-3849	198	3	:	:	SYM
fennia-3849	198	4	2	2	NUM
fennia-3849	198	5	(	(	PUNCT
fennia-3849	198	6	2011	2011	NUM
fennia-3849	198	7	)	)	PUNCT
fennia-3849	198	8	55spatial	55spatial	NUM
fennia-3849	198	9	divergence	divergence	NOUN
fennia-3849	198	10	in	in	ADP
fennia-3849	198	11	living	living	NOUN
fennia-3849	198	12	standards	standard	NOUN
fennia-3849	198	13	during	during	ADP
fennia-3849	198	14	an	an	DET
fennia-3849	198	15	economic	economic	ADJ
fennia-3849	198	16	…	…	PUNCT
fennia-3849	198	17	that	that	PRON
fennia-3849	198	18	allowed	allow	VERB
fennia-3849	198	19	students	student	NOUN
fennia-3849	198	20	to	to	PART
fennia-3849	198	21	register	register	VERB
fennia-3849	198	22	more	more	ADV
fennia-3849	198	23	freely	freely	ADV
fennia-3849	198	24	as	as	SCONJ
fennia-3849	198	25	residents	resident	NOUN
fennia-3849	198	26	of	of	ADP
fennia-3849	198	27	the	the	DET
fennia-3849	198	28	locality	locality	NOUN
fennia-3849	198	29	where	where	SCONJ
fennia-3849	198	30	they	they	PRON
fennia-3849	198	31	are	be	AUX
fennia-3849	198	32	studying	study	VERB
fennia-3849	198	33	as	as	ADP
fennia-3849	198	34	from	from	ADP
fennia-3849	198	35	1994	1994	NUM
fennia-3849	198	36	(	(	PUNCT
fennia-3849	198	37	see	see	VERB
fennia-3849	198	38	table	table	NOUN
fennia-3849	198	39	2	2	NUM
fennia-3849	198	40	and	and	CCONJ
fennia-3849	198	41	notes	note	NOUN
fennia-3849	198	42	)	)	PUNCT
fennia-3849	198	43	.	.	PUNCT
fennia-3849	199	1	the	the	DET
fennia-3849	199	2	inner	inner	ADJ
fennia-3849	199	3	zone	zone	NOUN
fennia-3849	199	4	lost	lose	VERB
fennia-3849	199	5	much	much	ADJ
fennia-3849	199	6	of	of	ADP
fennia-3849	199	7	its	its	PRON
fennia-3849	199	8	competitiveness	competitiveness	NOUN
fennia-3849	199	9	in	in	ADP
fennia-3849	199	10	terms	term	NOUN
fennia-3849	199	11	of	of	ADP
fennia-3849	199	12	attracting	attract	VERB
fennia-3849	199	13	high	high	ADJ
fennia-3849	199	14	-	-	PUNCT
fennia-3849	199	15	income	income	NOUN
fennia-3849	199	16	households	household	NOUN
fennia-3849	199	17	and	and	CCONJ
fennia-3849	199	18	persons	person	NOUN
fennia-3849	199	19	with	with	ADP
fennia-3849	199	20	a	a	DET
fennia-3849	199	21	university	university	NOUN
fennia-3849	199	22	degree	degree	NOUN
fennia-3849	199	23	,	,	PUNCT
fennia-3849	199	24	as	as	SCONJ
fennia-3849	199	25	the	the	DET
fennia-3849	199	26	spatial	spatial	ADJ
fennia-3849	199	27	indices	index	NOUN
fennia-3849	199	28	for	for	ADP
fennia-3849	199	29	these	these	PRON
fennia-3849	199	30	deteriorated	deteriorate	VERB
fennia-3849	199	31	most	most	ADV
fennia-3849	199	32	here	here	ADV
fennia-3849	199	33	.	.	PUNCT
fennia-3849	200	1	the	the	PRON
fennia-3849	200	2	well	well	ADV
fennia-3849	200	3	-	-	PUNCT
fennia-3849	200	4	educated	educate	VERB
fennia-3849	200	5	,	,	PUNCT
fennia-3849	200	6	betteroff	betteroff	ADP
fennia-3849	200	7	income	income	NOUN
fennia-3849	200	8	earners	earner	NOUN
fennia-3849	200	9	migrated	migrate	VERB
fennia-3849	200	10	to	to	ADP
fennia-3849	200	11	the	the	DET
fennia-3849	200	12	suburbs	suburb	NOUN
fennia-3849	200	13	and	and	CCONJ
fennia-3849	200	14	exurbs	exurb	NOUN
fennia-3849	200	15	,	,	PUNCT
fennia-3849	200	16	and	and	CCONJ
fennia-3849	200	17	it	it	PRON
fennia-3849	200	18	was	be	AUX
fennia-3849	200	19	the	the	DET
fennia-3849	200	20	poorer	poor	ADJ
fennia-3849	200	21	people	people	NOUN
fennia-3849	200	22	who	who	PRON
fennia-3849	200	23	came	come	VERB
fennia-3849	200	24	to	to	ADP
fennia-3849	200	25	the	the	DET
fennia-3849	200	26	city	city	NOUN
fennia-3849	200	27	.	.	PUNCT
fennia-3849	201	1	in	in	ADP
fennia-3849	201	2	spite	spite	NOUN
fennia-3849	201	3	of	of	ADP
fennia-3849	201	4	these	these	DET
fennia-3849	201	5	regressive	regressive	ADJ
fennia-3849	201	6	changes	change	NOUN
fennia-3849	201	7	over	over	ADP
fennia-3849	201	8	time	time	NOUN
fennia-3849	201	9	,	,	PUNCT
fennia-3849	201	10	however	however	ADV
fennia-3849	201	11	,	,	PUNCT
fennia-3849	201	12	the	the	DET
fennia-3849	201	13	spatial	spatial	ADJ
fennia-3849	201	14	indices	index	NOUN
fennia-3849	201	15	for	for	ADP
fennia-3849	201	16	incomes	income	NOUN
fennia-3849	201	17	and	and	CCONJ
fennia-3849	201	18	persons	person	NOUN
fennia-3849	201	19	with	with	ADP
fennia-3849	201	20	a	a	DET
fennia-3849	201	21	university	university	NOUN
fennia-3849	201	22	degree	degree	NOUN
fennia-3849	201	23	were	be	AUX
fennia-3849	201	24	still	still	ADV
fennia-3849	201	25	higher	high	ADJ
fennia-3849	201	26	than	than	ADP
fennia-3849	201	27	in	in	ADP
fennia-3849	201	28	the	the	DET
fennia-3849	201	29	other	other	ADJ
fennia-3849	201	30	two	two	NUM
fennia-3849	201	31	zones	zone	NOUN
fennia-3849	201	32	in	in	ADP
fennia-3849	201	33	2003	2003	NUM
fennia-3849	201	34	,	,	PUNCT
fennia-3849	201	35	113.1	113.1	NUM
fennia-3849	201	36	and	and	CCONJ
fennia-3849	201	37	159.8	159.8	NUM
fennia-3849	201	38	points	point	NOUN
fennia-3849	201	39	respectively	respectively	ADV
fennia-3849	201	40	.	.	PUNCT
fennia-3849	202	1	high	high	ADJ
fennia-3849	202	2	incomes	income	NOUN
fennia-3849	202	3	and	and	CCONJ
fennia-3849	202	4	viable	viable	ADJ
fennia-3849	202	5	human	human	ADJ
fennia-3849	202	6	capital	capital	NOUN
fennia-3849	202	7	are	be	AUX
fennia-3849	202	8	still	still	ADV
fennia-3849	202	9	conspicuously	conspicuously	ADV
fennia-3849	202	10	present	present	ADJ
fennia-3849	202	11	as	as	ADP
fennia-3849	202	12	factors	factor	NOUN
fennia-3849	202	13	for	for	ADP
fennia-3849	202	14	economic	economic	ADJ
fennia-3849	202	15	growth	growth	NOUN
fennia-3849	202	16	in	in	ADP
fennia-3849	202	17	the	the	DET
fennia-3849	202	18	central	central	ADJ
fennia-3849	202	19	district	district	NOUN
fennia-3849	202	20	of	of	ADP
fennia-3849	202	21	the	the	DET
fennia-3849	202	22	city	city	NOUN
fennia-3849	202	23	.	.	PUNCT
fennia-3849	203	1	the	the	DET
fennia-3849	203	2	intermediate	intermediate	ADJ
fennia-3849	203	3	zone	zone	NOUN
fennia-3849	203	4	the	the	DET
fennia-3849	203	5	commuter	commuter	NOUN
fennia-3849	203	6	belt	belt	NOUN
fennia-3849	203	7	was	be	AUX
fennia-3849	203	8	better	well	ADJ
fennia-3849	203	9	off	off	ADP
fennia-3849	203	10	in	in	ADP
fennia-3849	203	11	relative	relative	ADJ
fennia-3849	203	12	terms	term	NOUN
fennia-3849	203	13	in	in	ADP
fennia-3849	203	14	2003	2003	NUM
fennia-3849	203	15	than	than	SCONJ
fennia-3849	203	16	it	it	PRON
fennia-3849	203	17	had	have	AUX
fennia-3849	203	18	been	be	AUX
fennia-3849	203	19	a	a	DET
fennia-3849	203	20	decade	decade	NOUN
fennia-3849	203	21	earlier	early	ADV
fennia-3849	203	22	,	,	PUNCT
fennia-3849	203	23	but	but	CCONJ
fennia-3849	203	24	the	the	DET
fennia-3849	203	25	best	good	ADJ
fennia-3849	203	26	-	-	PUNCT
fennia-3849	203	27	off	off	ADP
fennia-3849	203	28	locations	location	NOUN
fennia-3849	203	29	had	have	AUX
fennia-3849	203	30	shifted	shift	VERB
fennia-3849	203	31	about	about	ADV
fennia-3849	203	32	15	15	NUM
fennia-3849	203	33	km	km	NOUN
fennia-3849	203	34	outwards	outward	NOUN
fennia-3849	203	35	from	from	ADP
fennia-3849	203	36	the	the	DET
fennia-3849	203	37	core	core	NOUN
fennia-3849	203	38	of	of	ADP
fennia-3849	203	39	the	the	DET
fennia-3849	203	40	city	city	NOUN
fennia-3849	203	41	in	in	ADP
fennia-3849	203	42	the	the	DET
fennia-3849	203	43	course	course	NOUN
fennia-3849	203	44	of	of	ADP
fennia-3849	203	45	10	10	NUM
fennia-3849	203	46	years	year	NOUN
fennia-3849	203	47	,	,	PUNCT
fennia-3849	203	48	as	as	SCONJ
fennia-3849	203	49	the	the	DET
fennia-3849	203	50	highest	high	ADJ
fennia-3849	203	51	living	living	NOUN
fennia-3849	203	52	standards	standard	NOUN
fennia-3849	203	53	were	be	AUX
fennia-3849	203	54	recorded	record	VERB
fennia-3849	203	55	in	in	ADP
fennia-3849	203	56	the	the	DET
fennia-3849	203	57	city	city	NOUN
fennia-3849	203	58	centre	centre	NOUN
fennia-3849	203	59	in	in	ADP
fennia-3849	203	60	1993	1993	NUM
fennia-3849	203	61	and	and	CCONJ
fennia-3849	203	62	in	in	ADP
fennia-3849	203	63	the	the	DET
fennia-3849	203	64	15	15	NUM
fennia-3849	203	65	-	-	PUNCT
fennia-3849	203	66	km	km	NOUN
fennia-3849	203	67	ring	ring	NOUN
fennia-3849	203	68	in	in	ADP
fennia-3849	203	69	2003	2003	NUM
fennia-3849	203	70	(	(	PUNCT
fennia-3849	203	71	fig	fig	NOUN
fennia-3849	203	72	.	.	PUNCT
fennia-3849	204	1	2	2	NUM
fennia-3849	204	2	)	)	PUNCT
fennia-3849	204	3	.	.	PUNCT
fennia-3849	205	1	the	the	DET
fennia-3849	205	2	intermediate	intermediate	ADJ
fennia-3849	205	3	zone	zone	NOUN
fennia-3849	205	4	attracted	attract	VERB
fennia-3849	205	5	1,023	1,023	NUM
fennia-3849	205	6	new	new	ADJ
fennia-3849	205	7	inhabitants	inhabitant	NOUN
fennia-3849	205	8	during	during	ADP
fennia-3849	205	9	the	the	DET
fennia-3849	205	10	period	period	NOUN
fennia-3849	205	11	,	,	PUNCT
fennia-3849	205	12	giving	give	VERB
fennia-3849	205	13	a	a	DET
fennia-3849	205	14	4.7	4.7	NUM
fennia-3849	205	15	%	%	NOUN
fennia-3849	205	16	rise	rise	NOUN
fennia-3849	205	17	in	in	ADP
fennia-3849	205	18	population	population	NOUN
fennia-3849	205	19	relative	relative	ADJ
fennia-3849	205	20	to	to	ADP
fennia-3849	205	21	1993	1993	NUM
fennia-3849	205	22	and	and	CCONJ
fennia-3849	205	23	indicating	indicate	VERB
fennia-3849	205	24	spread	spread	ADJ
fennia-3849	205	25	effects	effect	NOUN
fennia-3849	205	26	from	from	ADP
fennia-3849	205	27	the	the	DET
fennia-3849	205	28	inner	inner	ADJ
fennia-3849	205	29	zone	zone	NOUN
fennia-3849	205	30	and	and	CCONJ
fennia-3849	205	31	an	an	DET
fennia-3849	205	32	expansion	expansion	NOUN
fennia-3849	205	33	of	of	ADP
fennia-3849	205	34	urban	urban	ADJ
fennia-3849	205	35	sprawl	sprawl	NOUN
fennia-3849	205	36	.	.	PUNCT
fennia-3849	206	1	once	once	ADV
fennia-3849	206	2	again	again	ADV
fennia-3849	206	3	the	the	DET
fennia-3849	206	4	growth	growth	NOUN
fennia-3849	206	5	in	in	ADP
fennia-3849	206	6	population	population	NOUN
fennia-3849	206	7	correlates	correlate	VERB
fennia-3849	206	8	with	with	ADP
fennia-3849	206	9	an	an	DET
fennia-3849	206	10	increase	increase	NOUN
fennia-3849	206	11	in	in	ADP
fennia-3849	206	12	the	the	DET
fennia-3849	206	13	number	number	NOUN
fennia-3849	206	14	of	of	ADP
fennia-3849	206	15	jobs	job	NOUN
fennia-3849	206	16	.	.	PUNCT
fennia-3849	207	1	as	as	SCONJ
fennia-3849	207	2	the	the	DET
fennia-3849	207	3	total	total	ADJ
fennia-3849	207	4	population	population	NOUN
fennia-3849	207	5	of	of	ADP
fennia-3849	207	6	north	north	PROPN
fennia-3849	207	7	karelia	karelia	PROPN
fennia-3849	207	8	was	be	AUX
fennia-3849	207	9	distributed	distribute	VERB
fennia-3849	207	10	among	among	ADP
fennia-3849	207	11	the	the	DET
fennia-3849	207	12	zones	zone	NOUN
fennia-3849	207	13	in	in	ADP
fennia-3849	207	14	the	the	DET
fennia-3849	207	15	ratio	ratio	NOUN
fennia-3849	207	16	36:14:51	36:14:51	NUM
fennia-3849	207	17	in	in	ADP
fennia-3849	207	18	an	an	DET
fennia-3849	207	19	outward	outward	ADJ
fennia-3849	207	20	direction	direction	NOUN
fennia-3849	207	21	in	in	ADP
fennia-3849	207	22	2003	2003	NUM
fennia-3849	207	23	,	,	PUNCT
fennia-3849	207	24	the	the	DET
fennia-3849	207	25	improved	improved	ADJ
fennia-3849	207	26	living	living	NOUN
fennia-3849	207	27	standards	standard	NOUN
fennia-3849	207	28	in	in	ADP
fennia-3849	207	29	the	the	DET
fennia-3849	207	30	intermediate	intermediate	ADJ
fennia-3849	207	31	zone	zone	NOUN
fennia-3849	207	32	may	may	AUX
fennia-3849	207	33	be	be	AUX
fennia-3849	207	34	said	say	VERB
fennia-3849	207	35	to	to	PART
fennia-3849	207	36	have	have	AUX
fennia-3849	207	37	influenced	influence	VERB
fennia-3849	207	38	a	a	DET
fennia-3849	207	39	relative	relative	ADJ
fennia-3849	207	40	minor	minor	ADJ
fennia-3849	207	41	segment	segment	NOUN
fennia-3849	207	42	of	of	ADP
fennia-3849	207	43	the	the	DET
fennia-3849	207	44	total	total	ADJ
fennia-3849	207	45	population	population	NOUN
fennia-3849	207	46	of	of	ADP
fennia-3849	207	47	the	the	DET
fennia-3849	207	48	region	region	NOUN
fennia-3849	207	49	.	.	PUNCT
fennia-3849	208	1	the	the	DET
fennia-3849	208	2	post-1993	post-1993	PROPN
fennia-3849	208	3	spatial	spatial	ADJ
fennia-3849	208	4	restructuring	restructuring	NOUN
fennia-3849	208	5	created	create	VERB
fennia-3849	208	6	vital	vital	ADJ
fennia-3849	208	7	but	but	CCONJ
fennia-3849	208	8	not	not	PART
fennia-3849	208	9	very	very	ADV
fennia-3849	208	10	populous	populous	ADJ
fennia-3849	208	11	settlements	settlement	NOUN
fennia-3849	208	12	in	in	ADP
fennia-3849	208	13	the	the	DET
fennia-3849	208	14	surroundings	surrounding	NOUN
fennia-3849	208	15	of	of	ADP
fennia-3849	208	16	the	the	DET
fennia-3849	208	17	provincial	provincial	ADJ
fennia-3849	208	18	centre	centre	NOUN
fennia-3849	208	19	,	,	PUNCT
fennia-3849	208	20	which	which	PRON
fennia-3849	208	21	attracted	attract	VERB
fennia-3849	208	22	population	population	NOUN
fennia-3849	208	23	in	in	ADP
fennia-3849	208	24	general	general	ADJ
fennia-3849	208	25	and	and	CCONJ
fennia-3849	208	26	especially	especially	ADV
fennia-3849	208	27	high	high	ADJ
fennia-3849	208	28	-	-	PUNCT
fennia-3849	208	29	income	income	NOUN
fennia-3849	208	30	households	household	NOUN
fennia-3849	208	31	from	from	ADP
fennia-3849	208	32	the	the	DET
fennia-3849	208	33	city	city	NOUN
fennia-3849	208	34	.	.	PUNCT
fennia-3849	209	1	unemployment	unemployment	NOUN
fennia-3849	209	2	decreased	decrease	VERB
fennia-3849	209	3	most	most	ADV
fennia-3849	209	4	in	in	ADP
fennia-3849	209	5	the	the	DET
fennia-3849	209	6	intermediate	intermediate	ADJ
fennia-3849	209	7	zone	zone	NOUN
fennia-3849	209	8	,	,	PUNCT
fennia-3849	209	9	even	even	ADV
fennia-3849	209	10	falling	fall	VERB
fennia-3849	209	11	below	below	ADP
fennia-3849	209	12	the	the	DET
fennia-3849	209	13	regional	regional	ADJ
fennia-3849	209	14	average	average	NOUN
fennia-3849	209	15	,	,	PUNCT
fennia-3849	209	16	to	to	ADP
fennia-3849	209	17	80.1	80.1	NUM
fennia-3849	209	18	points	point	NOUN
fennia-3849	209	19	on	on	ADP
fennia-3849	209	20	the	the	DET
fennia-3849	209	21	spatial	spatial	ADJ
fennia-3849	209	22	index	index	NOUN
fennia-3849	209	23	(	(	PUNCT
fennia-3849	209	24	table	table	NOUN
fennia-3849	209	25	2	2	NUM
fennia-3849	209	26	)	)	PUNCT
fennia-3849	209	27	,	,	PUNCT
fennia-3849	209	28	while	while	SCONJ
fennia-3849	209	29	the	the	DET
fennia-3849	209	30	proportion	proportion	NOUN
fennia-3849	209	31	of	of	ADP
fennia-3849	209	32	high	high	ADJ
fennia-3849	209	33	-	-	PUNCT
fennia-3849	209	34	income	income	NOUN
fennia-3849	209	35	households	household	NOUN
fennia-3849	209	36	increased	increase	VERB
fennia-3849	209	37	substantially	substantially	ADV
fennia-3849	209	38	,	,	PUNCT
fennia-3849	209	39	raising	raise	VERB
fennia-3849	209	40	the	the	DET
fennia-3849	209	41	spatial	spatial	ADJ
fennia-3849	209	42	index	index	NOUN
fennia-3849	209	43	from	from	ADP
fennia-3849	209	44	102.5	102.5	NUM
fennia-3849	209	45	to	to	PART
fennia-3849	209	46	130.1	130.1	NUM
fennia-3849	209	47	points	point	NOUN
fennia-3849	209	48	,	,	PUNCT
fennia-3849	209	49	and	and	CCONJ
fennia-3849	209	50	at	at	ADP
fennia-3849	209	51	the	the	DET
fennia-3849	209	52	same	same	ADJ
fennia-3849	209	53	time	time	NOUN
fennia-3849	209	54	median	median	PROPN
fennia-3849	209	55	incomes	income	NOUN
fennia-3849	209	56	rose	rise	VERB
fennia-3849	209	57	from	from	ADP
fennia-3849	209	58	101.6	101.6	NUM
fennia-3849	209	59	to	to	ADP
fennia-3849	209	60	110.6	110.6	NUM
fennia-3849	209	61	points	point	NOUN
fennia-3849	209	62	,	,	PUNCT
fennia-3849	209	63	reflecting	reflect	VERB
fennia-3849	209	64	a	a	DET
fennia-3849	209	65	gain	gain	NOUN
fennia-3849	209	66	in	in	ADP
fennia-3849	209	67	personal	personal	ADJ
fennia-3849	209	68	incomes	income	NOUN
fennia-3849	209	69	and	and	CCONJ
fennia-3849	209	70	even	even	ADV
fennia-3849	209	71	better	well	ADJ
fennia-3849	209	72	success	success	NOUN
fennia-3849	209	73	in	in	ADP
fennia-3849	209	74	attracting	attract	VERB
fennia-3849	209	75	high	high	ADJ
fennia-3849	209	76	income	income	NOUN
fennia-3849	209	77	households	household	NOUN
fennia-3849	209	78	(	(	PUNCT
fennia-3849	209	79	table	table	NOUN
fennia-3849	209	80	2	2	NUM
fennia-3849	209	81	)	)	PUNCT
fennia-3849	209	82	.	.	PUNCT
fennia-3849	210	1	the	the	DET
fennia-3849	210	2	importance	importance	NOUN
fennia-3849	210	3	of	of	ADP
fennia-3849	210	4	city	city	NOUN
fennia-3849	210	5	income	income	NOUN
fennia-3849	210	6	growth	growth	NOUN
fennia-3849	210	7	for	for	ADP
fennia-3849	210	8	suburban	suburban	ADJ
fennia-3849	210	9	wealth	wealth	NOUN
fennia-3849	210	10	was	be	AUX
fennia-3849	210	11	shown	show	VERB
fennia-3849	210	12	by	by	ADP
fennia-3849	210	13	voith	voith	ADP
fennia-3849	210	14	(	(	PUNCT
fennia-3849	210	15	1998	1998	NUM
fennia-3849	210	16	)	)	PUNCT
fennia-3849	210	17	,	,	PUNCT
fennia-3849	210	18	but	but	CCONJ
fennia-3849	210	19	our	our	PRON
fennia-3849	210	20	smallcity	smallcity	NOUN
fennia-3849	210	21	case	case	NOUN
fennia-3849	210	22	shows	show	VERB
fennia-3849	210	23	more	more	ADV
fennia-3849	210	24	clearly	clearly	ADV
fennia-3849	210	25	the	the	DET
fennia-3849	210	26	shift	shift	NOUN
fennia-3849	210	27	of	of	ADP
fennia-3849	210	28	wealth	wealth	NOUN
fennia-3849	210	29	from	from	ADP
fennia-3849	210	30	the	the	DET
fennia-3849	210	31	inner	inner	ADJ
fennia-3849	210	32	zone	zone	NOUN
fennia-3849	210	33	to	to	ADP
fennia-3849	210	34	suburbs	suburb	NOUN
fennia-3849	210	35	and	and	CCONJ
fennia-3849	210	36	exurbs	exurb	NOUN
fennia-3849	210	37	and	and	CCONJ
fennia-3849	210	38	the	the	DET
fennia-3849	210	39	growth	growth	NOUN
fennia-3849	210	40	of	of	ADP
fennia-3849	210	41	jobs	job	NOUN
fennia-3849	210	42	in	in	ADP
fennia-3849	210	43	the	the	DET
fennia-3849	210	44	inner	inner	ADJ
fennia-3849	210	45	zone	zone	NOUN
fennia-3849	210	46	.	.	PUNCT
fennia-3849	211	1	the	the	DET
fennia-3849	211	2	outermost	outermost	ADJ
fennia-3849	211	3	zone	zone	NOUN
fennia-3849	211	4	in	in	ADP
fennia-3849	211	5	the	the	DET
fennia-3849	211	6	outermost	outermost	ADJ
fennia-3849	211	7	zone	zone	NOUN
fennia-3849	211	8	,	,	PUNCT
fennia-3849	211	9	located	locate	VERB
fennia-3849	211	10	beyond	beyond	ADP
fennia-3849	211	11	33	33	NUM
fennia-3849	211	12	km	km	NOUN
fennia-3849	211	13	from	from	ADP
fennia-3849	211	14	the	the	DET
fennia-3849	211	15	centre	centre	NOUN
fennia-3849	211	16	of	of	ADP
fennia-3849	211	17	joensuu	joensuu	NOUN
fennia-3849	211	18	,	,	PUNCT
fennia-3849	211	19	the	the	DET
fennia-3849	211	20	postcode	postcode	NOUN
fennia-3849	211	21	areas	area	NOUN
fennia-3849	211	22	with	with	ADP
fennia-3849	211	23	the	the	DET
fennia-3849	211	24	lowest	low	ADJ
fennia-3849	211	25	living	living	NOUN
fennia-3849	211	26	standards	standard	NOUN
fennia-3849	211	27	were	be	AUX
fennia-3849	211	28	to	to	PART
fennia-3849	211	29	be	be	AUX
fennia-3849	211	30	found	find	VERB
fennia-3849	211	31	at	at	ADP
fennia-3849	211	32	the	the	DET
fennia-3849	211	33	distances	distance	NOUN
fennia-3849	211	34	of	of	ADP
fennia-3849	211	35	50−70	50−70	NOUN
fennia-3849	211	36	km	km	NOUN
fennia-3849	211	37	and	and	CCONJ
fennia-3849	211	38	over	over	ADP
fennia-3849	211	39	130	130	NUM
fennia-3849	211	40	km	km	NOUN
fennia-3849	211	41	by	by	ADP
fennia-3849	211	42	road	road	NOUN
fennia-3849	211	43	from	from	ADP
fennia-3849	211	44	the	the	DET
fennia-3849	211	45	centre	centre	NOUN
fennia-3849	211	46	of	of	ADP
fennia-3849	211	47	joensuu	joensuu	NOUN
fennia-3849	211	48	(	(	PUNCT
fennia-3849	211	49	fig	fig	NOUN
fennia-3849	211	50	.	.	PUNCT
fennia-3849	212	1	2	2	NUM
fennia-3849	212	2	)	)	PUNCT
fennia-3849	212	3	.	.	PUNCT
fennia-3849	213	1	the	the	DET
fennia-3849	213	2	steep	steep	ADJ
fennia-3849	213	3	decrease	decrease	NOUN
fennia-3849	213	4	in	in	ADP
fennia-3849	213	5	living	living	NOUN
fennia-3849	213	6	standards	standard	NOUN
fennia-3849	213	7	from	from	ADP
fennia-3849	213	8	a	a	DET
fennia-3849	213	9	standardized	standardized	ADJ
fennia-3849	213	10	score	score	NOUN
fennia-3849	213	11	of	of	ADP
fennia-3849	213	12	about	about	ADP
fennia-3849	213	13	1.5	1.5	NUM
fennia-3849	213	14	to	to	ADP
fennia-3849	213	15	near	near	ADP
fennia-3849	213	16	0	0	NUM
fennia-3849	213	17	between	between	ADP
fennia-3849	213	18	15	15	NUM
fennia-3849	213	19	and	and	CCONJ
fennia-3849	213	20	40	40	NUM
fennia-3849	213	21	km	km	NOUN
fennia-3849	213	22	indicates	indicate	VERB
fennia-3849	213	23	that	that	SCONJ
fennia-3849	213	24	the	the	DET
fennia-3849	213	25	diffusion	diffusion	NOUN
fennia-3849	213	26	effects	effect	NOUN
fennia-3849	213	27	generated	generate	VERB
fennia-3849	213	28	by	by	ADP
fennia-3849	213	29	the	the	DET
fennia-3849	213	30	boom	boom	NOUN
fennia-3849	213	31	in	in	ADP
fennia-3849	213	32	joensuu	joensuu	NOUN
fennia-3849	213	33	weakened	weaken	VERB
fennia-3849	213	34	strongly	strongly	ADV
fennia-3849	213	35	and	and	CCONJ
fennia-3849	213	36	came	come	VERB
fennia-3849	213	37	to	to	ADP
fennia-3849	213	38	a	a	DET
fennia-3849	213	39	halt	halt	NOUN
fennia-3849	213	40	at	at	ADP
fennia-3849	213	41	the	the	DET
fennia-3849	213	42	edge	edge	NOUN
fennia-3849	213	43	of	of	ADP
fennia-3849	213	44	the	the	DET
fennia-3849	213	45	½	½	NOUN
fennia-3849	213	46	hour	hour	NOUN
fennia-3849	213	47	commuting	commuting	NOUN
fennia-3849	213	48	zone	zone	NOUN
fennia-3849	213	49	.	.	PUNCT
fennia-3849	214	1	the	the	DET
fennia-3849	214	2	spatial	spatial	ADJ
fennia-3849	214	3	indices	index	NOUN
fennia-3849	214	4	for	for	ADP
fennia-3849	214	5	the	the	DET
fennia-3849	214	6	original	original	ADJ
fennia-3849	214	7	variables	variable	NOUN
fennia-3849	214	8	in	in	ADP
fennia-3849	214	9	the	the	DET
fennia-3849	214	10	outermost	outermost	ADJ
fennia-3849	214	11	zone	zone	NOUN
fennia-3849	214	12	,	,	PUNCT
fennia-3849	214	13	except	except	SCONJ
fennia-3849	214	14	for	for	ADP
fennia-3849	214	15	the	the	DET
fennia-3849	214	16	proportion	proportion	NOUN
fennia-3849	214	17	of	of	ADP
fennia-3849	214	18	persons	person	NOUN
fennia-3849	214	19	in	in	ADP
fennia-3849	214	20	the	the	DET
fennia-3849	214	21	lowest	low	ADJ
fennia-3849	214	22	income	income	NOUN
fennia-3849	214	23	bracket	bracket	NOUN
fennia-3849	214	24	and	and	CCONJ
fennia-3849	214	25	the	the	DET
fennia-3849	214	26	proportion	proportion	NOUN
fennia-3849	214	27	of	of	ADP
fennia-3849	214	28	high	high	ADJ
fennia-3849	214	29	-	-	PUNCT
fennia-3849	214	30	income	income	NOUN
fennia-3849	214	31	households	household	NOUN
fennia-3849	214	32	,	,	PUNCT
fennia-3849	214	33	indicate	indicate	VERB
fennia-3849	214	34	a	a	DET
fennia-3849	214	35	relative	relative	ADJ
fennia-3849	214	36	socio	socio	NOUN
fennia-3849	214	37	-	-	PUNCT
fennia-3849	214	38	economic	economic	ADJ
fennia-3849	214	39	decline	decline	NOUN
fennia-3849	214	40	(	(	PUNCT
fennia-3849	214	41	table	table	NOUN
fennia-3849	214	42	2	2	NUM
fennia-3849	214	43	)	)	PUNCT
fennia-3849	214	44	.	.	PUNCT
fennia-3849	215	1	the	the	DET
fennia-3849	215	2	diverging	diverge	VERB
fennia-3849	215	3	indices	index	NOUN
fennia-3849	215	4	reflect	reflect	VERB
fennia-3849	215	5	significant	significant	ADJ
fennia-3849	215	6	rural	rural	ADJ
fennia-3849	215	7	socioeconomic	socioeconomic	ADJ
fennia-3849	215	8	restructuring	restructuring	NOUN
fennia-3849	215	9	,	,	PUNCT
fennia-3849	215	10	as	as	SCONJ
fennia-3849	215	11	the	the	DET
fennia-3849	215	12	outermost	outermost	ADJ
fennia-3849	215	13	zone	zone	NOUN
fennia-3849	215	14	lost	lose	VERB
fennia-3849	215	15	4.5	4.5	NUM
fennia-3849	215	16	%	%	NOUN
fennia-3849	215	17	of	of	ADP
fennia-3849	215	18	its	its	PRON
fennia-3849	215	19	total	total	ADJ
fennia-3849	215	20	number	number	NOUN
fennia-3849	215	21	of	of	ADP
fennia-3849	215	22	jobs	job	NOUN
fennia-3849	215	23	and	and	CCONJ
fennia-3849	215	24	13.1	13.1	NUM
fennia-3849	215	25	%	%	NOUN
fennia-3849	215	26	of	of	ADP
fennia-3849	215	27	its	its	PRON
fennia-3849	215	28	total	total	ADJ
fennia-3849	215	29	population	population	NOUN
fennia-3849	215	30	within	within	ADP
fennia-3849	215	31	10	10	NUM
fennia-3849	215	32	years	year	NOUN
fennia-3849	215	33	(	(	PUNCT
fennia-3849	215	34	table	table	NOUN
fennia-3849	215	35	2	2	NUM
fennia-3849	215	36	)	)	PUNCT
fennia-3849	215	37	.	.	PUNCT
fennia-3849	216	1	the	the	DET
fennia-3849	216	2	population	population	NOUN
fennia-3849	216	3	loss	loss	NOUN
fennia-3849	216	4	reduced	reduce	VERB
fennia-3849	216	5	the	the	DET
fennia-3849	216	6	potential	potential	NOUN
fennia-3849	216	7	for	for	ADP
fennia-3849	216	8	reproduction	reproduction	NOUN
fennia-3849	216	9	of	of	ADP
fennia-3849	216	10	labour	labour	NOUN
fennia-3849	216	11	,	,	PUNCT
fennia-3849	216	12	as	as	SCONJ
fennia-3849	216	13	the	the	DET
fennia-3849	216	14	younger	young	ADJ
fennia-3849	216	15	population	population	NOUN
fennia-3849	216	16	declined	decline	VERB
fennia-3849	216	17	and	and	CCONJ
fennia-3849	216	18	the	the	DET
fennia-3849	216	19	proportion	proportion	NOUN
fennia-3849	216	20	of	of	ADP
fennia-3849	216	21	pensioners	pensioner	NOUN
fennia-3849	216	22	grew	grow	VERB
fennia-3849	216	23	from	from	ADP
fennia-3849	216	24	27.1	27.1	NUM
fennia-3849	216	25	%	%	NOUN
fennia-3849	216	26	to	to	ADP
fennia-3849	216	27	31.0	31.0	NUM
fennia-3849	216	28	%	%	NOUN
fennia-3849	216	29	of	of	ADP
fennia-3849	216	30	the	the	DET
fennia-3849	216	31	total	total	NOUN
fennia-3849	216	32	.	.	PUNCT
fennia-3849	217	1	ageing	ageing	NOUN
fennia-3849	217	2	and	and	CCONJ
fennia-3849	217	3	the	the	DET
fennia-3849	217	4	population	population	NOUN
fennia-3849	217	5	decline	decline	NOUN
fennia-3849	217	6	reduce	reduce	VERB
fennia-3849	217	7	the	the	DET
fennia-3849	217	8	potential	potential	ADJ
fennia-3849	217	9	labour	labour	NOUN
fennia-3849	217	10	force	force	NOUN
fennia-3849	217	11	available	available	ADJ
fennia-3849	217	12	to	to	ADP
fennia-3849	217	13	industries	industry	NOUN
fennia-3849	217	14	in	in	ADP
fennia-3849	217	15	the	the	DET
fennia-3849	217	16	future	future	NOUN
fennia-3849	217	17	.	.	PUNCT
fennia-3849	218	1	in	in	ADP
fennia-3849	218	2	addition	addition	NOUN
fennia-3849	218	3	to	to	ADP
fennia-3849	218	4	losses	loss	NOUN
fennia-3849	218	5	in	in	ADP
fennia-3849	218	6	quantity	quantity	NOUN
fennia-3849	218	7	,	,	PUNCT
fennia-3849	218	8	a	a	DET
fennia-3849	218	9	brain	brain	NOUN
fennia-3849	218	10	drain	drain	NOUN
fennia-3849	218	11	occurred	occur	VERB
fennia-3849	218	12	,	,	PUNCT
fennia-3849	218	13	as	as	SCONJ
fennia-3849	218	14	revealed	reveal	VERB
fennia-3849	218	15	by	by	ADP
fennia-3849	218	16	the	the	DET
fennia-3849	218	17	spatial	spatial	ADJ
fennia-3849	218	18	index	index	NOUN
fennia-3849	218	19	of	of	ADP
fennia-3849	218	20	the	the	DET
fennia-3849	218	21	proportion	proportion	NOUN
fennia-3849	218	22	of	of	ADP
fennia-3849	218	23	graduates	graduate	NOUN
fennia-3849	218	24	,	,	PUNCT
fennia-3849	218	25	which	which	PRON
fennia-3849	218	26	declined	decline	VERB
fennia-3849	218	27	from	from	ADP
fennia-3849	218	28	59.3	59.3	NUM
fennia-3849	218	29	to	to	ADP
fennia-3849	218	30	57.7	57.7	NUM
fennia-3849	218	31	points	point	NOUN
fennia-3849	218	32	in	in	ADP
fennia-3849	218	33	1993−2003	1993−2003	NUM
fennia-3849	218	34	.	.	PUNCT
fennia-3849	219	1	as	as	SCONJ
fennia-3849	219	2	stated	state	VERB
fennia-3849	219	3	earlier	early	ADV
fennia-3849	219	4	,	,	PUNCT
fennia-3849	219	5	such	such	ADJ
fennia-3849	219	6	empirical	empirical	ADJ
fennia-3849	219	7	results	result	NOUN
fennia-3849	219	8	predict	predict	VERB
fennia-3849	219	9	low	low	ADJ
fennia-3849	219	10	growth	growth	NOUN
fennia-3849	219	11	or	or	CCONJ
fennia-3849	219	12	decline	decline	NOUN
fennia-3849	219	13	(	(	PUNCT
fennia-3849	219	14	glaeser	glaeser	NOUN
fennia-3849	219	15	2000	2000	NUM
fennia-3849	219	16	;	;	PUNCT
fennia-3849	219	17	lever	lever	NOUN
fennia-3849	219	18	2001	2001	NUM
fennia-3849	219	19	;	;	PUNCT
fennia-3849	219	20	raspe	raspe	PROPN
fennia-3849	219	21	&	&	CCONJ
fennia-3849	219	22	van	van	PROPN
fennia-3849	219	23	oort	oort	NOUN
fennia-3849	219	24	2006	2006	NUM
fennia-3849	219	25	)	)	PUNCT
fennia-3849	219	26	,	,	PUNCT
fennia-3849	219	27	as	as	ADP
fennia-3849	219	28	a	a	DET
fennia-3849	219	29	scarcity	scarcity	NOUN
fennia-3849	219	30	of	of	ADP
fennia-3849	219	31	suitable	suitable	ADJ
fennia-3849	219	32	labour	labour	NOUN
fennia-3849	219	33	and	and	CCONJ
fennia-3849	219	34	a	a	DET
fennia-3849	219	35	lack	lack	NOUN
fennia-3849	219	36	of	of	ADP
fennia-3849	219	37	people	people	NOUN
fennia-3849	219	38	with	with	ADP
fennia-3849	219	39	a	a	DET
fennia-3849	219	40	higher	high	ADJ
fennia-3849	219	41	education	education	NOUN
fennia-3849	219	42	makes	make	VERB
fennia-3849	219	43	future	future	ADJ
fennia-3849	219	44	development	development	NOUN
fennia-3849	219	45	more	more	ADV
fennia-3849	219	46	dependent	dependent	ADJ
fennia-3849	219	47	on	on	ADP
fennia-3849	219	48	external	external	ADJ
fennia-3849	219	49	impulses	impulse	NOUN
fennia-3849	219	50	and	and	CCONJ
fennia-3849	219	51	weakens	weaken	VERB
fennia-3849	219	52	the	the	DET
fennia-3849	219	53	potential	potential	NOUN
fennia-3849	219	54	for	for	ADP
fennia-3849	219	55	creating	create	VERB
fennia-3849	219	56	favourable	favourable	ADJ
fennia-3849	219	57	conditions	condition	NOUN
fennia-3849	219	58	for	for	ADP
fennia-3849	219	59	economic	economic	ADJ
fennia-3849	219	60	growth	growth	NOUN
fennia-3849	219	61	in	in	ADP
fennia-3849	219	62	the	the	DET
fennia-3849	219	63	outermost	outermost	ADJ
fennia-3849	219	64	zone	zone	NOUN
fennia-3849	219	65	.	.	PUNCT
fennia-3849	220	1	the	the	DET
fennia-3849	220	2	outermost	outermost	ADJ
fennia-3849	220	3	zone	zone	NOUN
fennia-3849	220	4	constitutes	constitute	VERB
fennia-3849	220	5	84	84	NUM
fennia-3849	220	6	%	%	NOUN
fennia-3849	220	7	of	of	ADP
fennia-3849	220	8	the	the	DET
fennia-3849	220	9	total	total	ADJ
fennia-3849	220	10	area	area	NOUN
fennia-3849	220	11	of	of	ADP
fennia-3849	220	12	north	north	PROPN
fennia-3849	220	13	karelia	karelia	PROPN
fennia-3849	220	14	.	.	PUNCT
fennia-3849	221	1	the	the	DET
fennia-3849	221	2	peripheral	peripheral	ADJ
fennia-3849	221	3	municipal	municipal	ADJ
fennia-3849	221	4	centres	centre	NOUN
fennia-3849	221	5	with	with	ADP
fennia-3849	221	6	industrial	industrial	ADJ
fennia-3849	221	7	estates	estate	NOUN
fennia-3849	221	8	and	and	CCONJ
fennia-3849	221	9	separate	separate	ADJ
fennia-3849	221	10	industrial	industrial	ADJ
fennia-3849	221	11	communities	community	NOUN
fennia-3849	221	12	,	,	PUNCT
fennia-3849	221	13	of	of	ADP
fennia-3849	221	14	which	which	PRON
fennia-3849	221	15	many	many	ADJ
fennia-3849	221	16	arose	arise	VERB
fennia-3849	221	17	initially	initially	ADV
fennia-3849	221	18	because	because	SCONJ
fennia-3849	221	19	of	of	ADP
fennia-3849	221	20	their	their	PRON
fennia-3849	221	21	advantageous	advantageous	ADJ
fennia-3849	221	22	locational	locational	ADJ
fennia-3849	221	23	factors	factor	NOUN
fennia-3849	221	24	related	relate	VERB
fennia-3849	221	25	to	to	ADP
fennia-3849	221	26	natural	natural	ADJ
fennia-3849	221	27	resources	resource	NOUN
fennia-3849	221	28	and	and	CCONJ
fennia-3849	221	29	were	be	AUX
fennia-3849	221	30	then	then	ADV
fennia-3849	221	31	boosted	boost	VERB
fennia-3849	221	32	by	by	ADP
fennia-3849	221	33	regional	regional	ADJ
fennia-3849	221	34	subsidies	subsidy	NOUN
fennia-3849	221	35	and	and	CCONJ
fennia-3849	221	36	later	later	ADV
fennia-3849	221	37	by	by	ADP
fennia-3849	221	38	economies	economy	NOUN
fennia-3849	221	39	of	of	ADP
fennia-3849	221	40	scale	scale	NOUN
fennia-3849	221	41	,	,	PUNCT
fennia-3849	221	42	especially	especially	ADV
fennia-3849	221	43	in	in	ADP
fennia-3849	221	44	the	the	DET
fennia-3849	221	45	forest	forest	NOUN
fennia-3849	221	46	industries	industry	NOUN
fennia-3849	221	47	,	,	PUNCT
fennia-3849	221	48	are	be	AUX
fennia-3849	221	49	not	not	PART
fennia-3849	221	50	attractive	attractive	ADJ
fennia-3849	221	51	environments	environment	NOUN
fennia-3849	221	52	for	for	ADP
fennia-3849	221	53	growing	grow	VERB
fennia-3849	221	54	industries	industry	NOUN
fennia-3849	221	55	in	in	ADP
fennia-3849	221	56	a	a	DET
fennia-3849	221	57	56	56	NUM
fennia-3849	221	58	fennia	fennia	NOUN
fennia-3849	221	59	189	189	NUM
fennia-3849	221	60	:	:	SYM
fennia-3849	221	61	2	2	NUM
fennia-3849	221	62	(	(	PUNCT
fennia-3849	221	63	2011)olli	2011)olli	NUM
fennia-3849	221	64	lehtonen	lehtonen	NOUN
fennia-3849	221	65	and	and	CCONJ
fennia-3849	221	66	markku	markku	ADJ
fennia-3849	221	67	tykkyläinen	tykkyläinen	PROPN
fennia-3849	221	68	knowledge	knowledge	PROPN
fennia-3849	221	69	economy	economy	NOUN
fennia-3849	221	70	.	.	PUNCT
fennia-3849	222	1	the	the	DET
fennia-3849	222	2	lack	lack	NOUN
fennia-3849	222	3	of	of	ADP
fennia-3849	222	4	any	any	DET
fennia-3849	222	5	relative	relative	ADJ
fennia-3849	222	6	improvement	improvement	NOUN
fennia-3849	222	7	in	in	ADP
fennia-3849	222	8	living	living	NOUN
fennia-3849	222	9	standards	standard	NOUN
fennia-3849	222	10	in	in	ADP
fennia-3849	222	11	the	the	DET
fennia-3849	222	12	scattered	scatter	VERB
fennia-3849	222	13	settlements	settlement	NOUN
fennia-3849	222	14	and	and	CCONJ
fennia-3849	222	15	local	local	ADJ
fennia-3849	222	16	centres	centre	NOUN
fennia-3849	222	17	had	have	AUX
fennia-3849	222	18	been	be	AUX
fennia-3849	222	19	expected	expect	VERB
fennia-3849	222	20	,	,	PUNCT
fennia-3849	222	21	but	but	CCONJ
fennia-3849	222	22	not	not	PART
fennia-3849	222	23	,	,	PUNCT
fennia-3849	222	24	perhaps	perhaps	ADV
fennia-3849	222	25	,	,	PUNCT
fennia-3849	222	26	in	in	ADP
fennia-3849	222	27	such	such	DET
fennia-3849	222	28	a	a	DET
fennia-3849	222	29	uniform	uniform	ADJ
fennia-3849	222	30	manner	manner	NOUN
fennia-3849	222	31	.	.	PUNCT
fennia-3849	223	1	the	the	DET
fennia-3849	223	2	decline	decline	NOUN
fennia-3849	223	3	observable	observable	ADJ
fennia-3849	223	4	in	in	ADP
fennia-3849	223	5	the	the	DET
fennia-3849	223	6	outermost	outermost	ADJ
fennia-3849	223	7	zone	zone	NOUN
fennia-3849	223	8	gives	give	VERB
fennia-3849	223	9	a	a	DET
fennia-3849	223	10	signal	signal	NOUN
fennia-3849	223	11	that	that	SCONJ
fennia-3849	223	12	beyond	beyond	ADP
fennia-3849	223	13	their	their	PRON
fennia-3849	223	14	core	core	NOUN
fennia-3849	223	15	areas	area	NOUN
fennia-3849	223	16	,	,	PUNCT
fennia-3849	223	17	regions	region	NOUN
fennia-3849	223	18	of	of	ADP
fennia-3849	223	19	the	the	DET
fennia-3849	223	20	type	type	NOUN
fennia-3849	223	21	and	and	CCONJ
fennia-3849	223	22	size	size	NOUN
fennia-3849	223	23	of	of	ADP
fennia-3849	223	24	north	north	PROPN
fennia-3849	223	25	karelia	karelia	PROPN
fennia-3849	223	26	are	be	AUX
fennia-3849	223	27	too	too	ADV
fennia-3849	223	28	extensive	extensive	ADJ
fennia-3849	223	29	and	and	CCONJ
fennia-3849	223	30	uncompetitive	uncompetitive	ADJ
fennia-3849	223	31	to	to	PART
fennia-3849	223	32	benefit	benefit	VERB
fennia-3849	223	33	widely	widely	ADV
fennia-3849	223	34	from	from	ADP
fennia-3849	223	35	the	the	DET
fennia-3849	223	36	impacts	impact	NOUN
fennia-3849	223	37	of	of	ADP
fennia-3849	223	38	regional	regional	ADJ
fennia-3849	223	39	development	development	NOUN
fennia-3849	223	40	measures	measure	NOUN
fennia-3849	223	41	based	base	VERB
fennia-3849	223	42	on	on	ADP
fennia-3849	223	43	a	a	DET
fennia-3849	223	44	single	single	ADJ
fennia-3849	223	45	node	node	NOUN
fennia-3849	223	46	.	.	PUNCT
fennia-3849	224	1	nevertheless	nevertheless	ADV
fennia-3849	224	2	,	,	PUNCT
fennia-3849	224	3	the	the	DET
fennia-3849	224	4	growth	growth	NOUN
fennia-3849	224	5	of	of	ADP
fennia-3849	224	6	joensuu	joensuu	NOUN
fennia-3849	224	7	has	have	AUX
fennia-3849	224	8	strengthened	strengthen	VERB
fennia-3849	224	9	its	its	PRON
fennia-3849	224	10	potential	potential	NOUN
fennia-3849	224	11	for	for	ADP
fennia-3849	224	12	providing	provide	VERB
fennia-3849	224	13	services	service	NOUN
fennia-3849	224	14	in	in	ADP
fennia-3849	224	15	the	the	DET
fennia-3849	224	16	outermost	outermost	ADJ
fennia-3849	224	17	zone	zone	NOUN
fennia-3849	224	18	,	,	PUNCT
fennia-3849	224	19	and	and	CCONJ
fennia-3849	224	20	the	the	DET
fennia-3849	224	21	centre	centre	NOUN
fennia-3849	224	22	has	have	AUX
fennia-3849	224	23	been	be	AUX
fennia-3849	224	24	the	the	DET
fennia-3849	224	25	area	area	NOUN
fennia-3849	224	26	to	to	PART
fennia-3849	224	27	which	which	PRON
fennia-3849	224	28	students	student	NOUN
fennia-3849	224	29	and	and	CCONJ
fennia-3849	224	30	persons	person	NOUN
fennia-3849	224	31	looking	look	VERB
fennia-3849	224	32	for	for	ADP
fennia-3849	224	33	services	service	NOUN
fennia-3849	224	34	and	and	CCONJ
fennia-3849	224	35	jobs	job	NOUN
fennia-3849	224	36	have	have	AUX
fennia-3849	224	37	migrated	migrate	VERB
fennia-3849	224	38	.	.	PUNCT
fennia-3849	225	1	north	north	PROPN
fennia-3849	225	2	karelia	karelia	PROPN
fennia-3849	225	3	would	would	AUX
fennia-3849	225	4	certainly	certainly	ADV
fennia-3849	225	5	have	have	AUX
fennia-3849	225	6	been	be	AUX
fennia-3849	225	7	worse	bad	ADJ
fennia-3849	225	8	off	off	ADP
fennia-3849	225	9	developmentally	developmentally	ADV
fennia-3849	225	10	without	without	ADP
fennia-3849	225	11	the	the	DET
fennia-3849	225	12	growth	growth	NOUN
fennia-3849	225	13	of	of	ADP
fennia-3849	225	14	its	its	PRON
fennia-3849	225	15	provincial	provincial	ADJ
fennia-3849	225	16	core	core	NOUN
fennia-3849	225	17	region	region	NOUN
fennia-3849	225	18	.	.	PUNCT
fennia-3849	226	1	towards	towards	ADP
fennia-3849	226	2	a	a	DET
fennia-3849	226	3	uni	uni	ADJ
fennia-3849	226	4	-	-	ADJ
fennia-3849	226	5	nodal	nodal	ADJ
fennia-3849	226	6	spatial	spatial	ADJ
fennia-3849	226	7	structure	structure	NOUN
fennia-3849	226	8	:	:	PUNCT
fennia-3849	226	9	evidence	evidence	NOUN
fennia-3849	226	10	from	from	ADP
fennia-3849	226	11	simulations	simulation	NOUN
fennia-3849	226	12	a	a	DET
fennia-3849	226	13	strong	strong	ADJ
fennia-3849	226	14	tendency	tendency	NOUN
fennia-3849	226	15	towards	towards	ADP
fennia-3849	226	16	socio	socio	NOUN
fennia-3849	226	17	-	-	PUNCT
fennia-3849	226	18	spatial	spatial	ADJ
fennia-3849	226	19	segregation	segregation	NOUN
fennia-3849	226	20	prevailed	prevail	VERB
fennia-3849	226	21	in	in	ADP
fennia-3849	226	22	the	the	DET
fennia-3849	226	23	region	region	NOUN
fennia-3849	226	24	.	.	PUNCT
fennia-3849	227	1	living	living	NOUN
fennia-3849	227	2	standards	standard	NOUN
fennia-3849	227	3	improved	improve	VERB
fennia-3849	227	4	in	in	ADP
fennia-3849	227	5	relative	relative	ADJ
fennia-3849	227	6	terms	term	NOUN
fennia-3849	227	7	only	only	ADV
fennia-3849	227	8	in	in	ADP
fennia-3849	227	9	the	the	DET
fennia-3849	227	10	intermediate	intermediate	ADJ
fennia-3849	227	11	zone	zone	NOUN
fennia-3849	227	12	located	locate	VERB
fennia-3849	227	13	9.1−33	9.1−33	NUM
fennia-3849	227	14	km	km	NOUN
fennia-3849	227	15	from	from	ADP
fennia-3849	227	16	joensuu	joensuu	PROPN
fennia-3849	227	17	market	market	PROPN
fennia-3849	227	18	square	square	NOUN
fennia-3849	227	19	,	,	PUNCT
fennia-3849	227	20	but	but	CCONJ
fennia-3849	227	21	this	this	PRON
fennia-3849	227	22	does	do	AUX
fennia-3849	227	23	not	not	PART
fennia-3849	227	24	negate	negate	VERB
fennia-3849	227	25	the	the	DET
fennia-3849	227	26	fact	fact	NOUN
fennia-3849	227	27	that	that	SCONJ
fennia-3849	227	28	the	the	DET
fennia-3849	227	29	regional	regional	ADJ
fennia-3849	227	30	structure	structure	NOUN
fennia-3849	227	31	of	of	ADP
fennia-3849	227	32	north	north	PROPN
fennia-3849	227	33	karelia	karelia	PROPN
fennia-3849	227	34	became	become	VERB
fennia-3849	227	35	more	more	ADV
fennia-3849	227	36	markedly	markedly	ADV
fennia-3849	227	37	uni	uni	ADJ
fennia-3849	227	38	-	-	NOUN
fennia-3849	227	39	nodal	nodal	NOUN
fennia-3849	227	40	as	as	SCONJ
fennia-3849	227	41	the	the	DET
fennia-3849	227	42	other	other	ADJ
fennia-3849	227	43	towns	town	NOUN
fennia-3849	227	44	and	and	CCONJ
fennia-3849	227	45	municipal	municipal	ADJ
fennia-3849	227	46	centres	centre	NOUN
fennia-3849	227	47	lost	lose	VERB
fennia-3849	227	48	part	part	NOUN
fennia-3849	227	49	of	of	ADP
fennia-3849	227	50	their	their	PRON
fennia-3849	227	51	population	population	NOUN
fennia-3849	227	52	and	and	CCONJ
fennia-3849	227	53	some	some	PRON
fennia-3849	227	54	of	of	ADP
fennia-3849	227	55	their	their	PRON
fennia-3849	227	56	relative	relative	ADJ
fennia-3849	227	57	status	status	NOUN
fennia-3849	227	58	as	as	SCONJ
fennia-3849	227	59	measured	measure	VERB
fennia-3849	227	60	by	by	ADP
fennia-3849	227	61	living	living	NOUN
fennia-3849	227	62	standards	standard	NOUN
fennia-3849	227	63	.	.	PUNCT
fennia-3849	228	1	this	this	PRON
fennia-3849	228	2	became	become	VERB
fennia-3849	228	3	evident	evident	ADJ
fennia-3849	228	4	from	from	ADP
fennia-3849	228	5	the	the	DET
fennia-3849	228	6	simulation	simulation	NOUN
fennia-3849	228	7	results	result	NOUN
fennia-3849	228	8	,	,	PUNCT
fennia-3849	228	9	that	that	PRON
fennia-3849	228	10	represented	represent	VERB
fennia-3849	228	11	a	a	DET
fennia-3849	228	12	tendency	tendency	NOUN
fennia-3849	228	13	towards	towards	ADP
fennia-3849	228	14	uni	uni	ADJ
fennia-3849	228	15	-	-	NOUN
fennia-3849	228	16	nodalization	nodalization	NOUN
fennia-3849	228	17	in	in	ADP
fennia-3849	228	18	the	the	DET
fennia-3849	228	19	form	form	NOUN
fennia-3849	228	20	of	of	ADP
fennia-3849	228	21	a	a	DET
fennia-3849	228	22	simple	simple	ADJ
fennia-3849	228	23	model	model	NOUN
fennia-3849	228	24	.	.	PUNCT
fennia-3849	229	1	as	as	SCONJ
fennia-3849	229	2	described	describe	VERB
fennia-3849	229	3	earlier	early	ADV
fennia-3849	229	4	,	,	PUNCT
fennia-3849	229	5	simulations	simulation	NOUN
fennia-3849	229	6	are	be	AUX
fennia-3849	229	7	based	base	VERB
fennia-3849	229	8	on	on	ADP
fennia-3849	229	9	the	the	DET
fennia-3849	229	10	sorting	sorting	NOUN
fennia-3849	229	11	of	of	ADP
fennia-3849	229	12	values	value	NOUN
fennia-3849	229	13	for	for	ADP
fennia-3849	229	14	estimated	estimate	VERB
fennia-3849	229	15	changes	change	NOUN
fennia-3849	229	16	in	in	ADP
fennia-3849	229	17	living	living	NOUN
fennia-3849	229	18	standards	standard	NOUN
fennia-3849	229	19	,	,	PUNCT
fennia-3849	229	20	as	as	SCONJ
fennia-3849	229	21	measured	measure	VERB
fennia-3849	229	22	by	by	ADP
fennia-3849	229	23	pca	pca	PROPN
fennia-3849	229	24	score	score	NOUN
fennia-3849	229	25	differences	difference	NOUN
fennia-3849	229	26	,	,	PUNCT
fennia-3849	229	27	in	in	ADP
fennia-3849	229	28	three	three	NUM
fennia-3849	229	29	alternative	alternative	ADJ
fennia-3849	229	30	ways	way	NOUN
fennia-3849	229	31	.	.	PUNCT
fennia-3849	230	1	to	to	PART
fennia-3849	230	2	begin	begin	VERB
fennia-3849	230	3	with	with	ADP
fennia-3849	230	4	,	,	PUNCT
fennia-3849	230	5	we	we	PRON
fennia-3849	230	6	performed	perform	VERB
fennia-3849	230	7	a	a	DET
fennia-3849	230	8	simulation	simulation	NOUN
fennia-3849	230	9	where	where	SCONJ
fennia-3849	230	10	changes	change	NOUN
fennia-3849	230	11	in	in	ADP
fennia-3849	230	12	living	living	NOUN
fennia-3849	230	13	standards	standard	NOUN
fennia-3849	230	14	varied	varied	ADJ
fennia-3849	230	15	randomly	randomly	ADV
fennia-3849	230	16	and	and	CCONJ
fennia-3849	230	17	independently	independently	ADV
fennia-3849	230	18	of	of	ADP
fennia-3849	230	19	distance	distance	NOUN
fennia-3849	230	20	(	(	PUNCT
fennia-3849	230	21	fig	fig	NOUN
fennia-3849	230	22	.	.	PUNCT
fennia-3849	231	1	3	3	NUM
fennia-3849	231	2	,	,	PUNCT
fennia-3849	231	3	top	top	ADJ
fennia-3849	231	4	left	left	ADJ
fennia-3849	231	5	)	)	PUNCT
fennia-3849	231	6	.	.	PUNCT
fennia-3849	232	1	as	as	SCONJ
fennia-3849	232	2	expected	expect	VERB
fennia-3849	232	3	,	,	PUNCT
fennia-3849	232	4	the	the	DET
fennia-3849	232	5	spatially	spatially	ADV
fennia-3849	232	6	even	even	ADJ
fennia-3849	232	7	results	result	NOUN
fennia-3849	232	8	showed	show	VERB
fennia-3849	232	9	that	that	SCONJ
fennia-3849	232	10	the	the	DET
fennia-3849	232	11	inner	inner	ADJ
fennia-3849	232	12	and	and	CCONJ
fennia-3849	232	13	outermost	outermost	ADJ
fennia-3849	232	14	zones	zone	NOUN
fennia-3849	232	15	performed	perform	VERB
fennia-3849	232	16	worse	bad	ADJ
fennia-3849	232	17	in	in	ADP
fennia-3849	232	18	the	the	DET
fennia-3849	232	19	real	real	ADJ
fennia-3849	232	20	world	world	NOUN
fennia-3849	232	21	than	than	SCONJ
fennia-3849	232	22	they	they	PRON
fennia-3849	232	23	would	would	AUX
fennia-3849	232	24	do	do	VERB
fennia-3849	232	25	by	by	ADP
fennia-3849	232	26	chance	chance	NOUN
fennia-3849	232	27	,	,	PUNCT
fennia-3849	232	28	while	while	SCONJ
fennia-3849	232	29	the	the	DET
fennia-3849	232	30	areas	area	NOUN
fennia-3849	232	31	in	in	ADP
fennia-3849	232	32	the	the	DET
fennia-3849	232	33	intermediate	intermediate	ADJ
fennia-3849	232	34	zone	zone	NOUN
fennia-3849	232	35	succeeded	succeed	VERB
fennia-3849	232	36	better	well	ADV
fennia-3849	232	37	than	than	ADP
fennia-3849	232	38	with	with	ADP
fennia-3849	232	39	a	a	DET
fennia-3849	232	40	random	random	ADJ
fennia-3849	232	41	pattern	pattern	NOUN
fennia-3849	232	42	of	of	ADP
fennia-3849	232	43	development	development	NOUN
fennia-3849	232	44	,	,	PUNCT
fennia-3849	232	45	and	and	CCONJ
fennia-3849	232	46	confidence	confidence	NOUN
fennia-3849	232	47	levels	level	NOUN
fennia-3849	232	48	remained	remain	VERB
fennia-3849	232	49	narrow	narrow	ADJ
fennia-3849	232	50	(	(	PUNCT
fennia-3849	232	51	fig	fig	NOUN
fennia-3849	232	52	.	.	PUNCT
fennia-3849	233	1	3	3	NUM
fennia-3849	233	2	,	,	PUNCT
fennia-3849	233	3	top	top	ADJ
fennia-3849	233	4	left	left	ADJ
fennia-3849	233	5	)	)	PUNCT
fennia-3849	233	6	.	.	PUNCT
fennia-3849	234	1	hence	hence	ADV
fennia-3849	234	2	,	,	PUNCT
fennia-3849	234	3	distance	distance	NOUN
fennia-3849	234	4	matters	matter	VERB
fennia-3849	234	5	significantly	significantly	ADV
fennia-3849	234	6	as	as	ADP
fennia-3849	234	7	a	a	DET
fennia-3849	234	8	proxy	proxy	NOUN
fennia-3849	234	9	for	for	ADP
fennia-3849	234	10	centripetal	centripetal	ADJ
fennia-3849	234	11	and	and	CCONJ
fennia-3849	234	12	centrifugal	centrifugal	ADJ
fennia-3849	234	13	forces	force	NOUN
fennia-3849	234	14	.	.	PUNCT
fennia-3849	235	1	in	in	ADP
fennia-3849	235	2	addition	addition	NOUN
fennia-3849	235	3	to	to	ADP
fennia-3849	235	4	the	the	DET
fennia-3849	235	5	random	random	ADJ
fennia-3849	235	6	simulation	simulation	NOUN
fennia-3849	235	7	of	of	ADP
fennia-3849	235	8	distance	distance	NOUN
fennia-3849	235	9	,	,	PUNCT
fennia-3849	235	10	two	two	NUM
fennia-3849	235	11	other	other	ADJ
fennia-3849	235	12	simulations	simulation	NOUN
fennia-3849	235	13	were	be	AUX
fennia-3849	235	14	performed	perform	VERB
fennia-3849	235	15	assuming	assume	VERB
fennia-3849	235	16	that	that	SCONJ
fennia-3849	235	17	changes	change	NOUN
fennia-3849	235	18	in	in	ADP
fennia-3849	235	19	living	living	NOUN
fennia-3849	235	20	standards	standard	NOUN
fennia-3849	235	21	prevailed	prevail	VERB
fennia-3849	235	22	over	over	ADP
fennia-3849	235	23	the	the	DET
fennia-3849	235	24	period	period	NOUN
fennia-3849	235	25	1993−2003	1993−2003	NUM
fennia-3849	235	26	but	but	CCONJ
fennia-3849	235	27	in	in	ADP
fennia-3849	235	28	either	either	CCONJ
fennia-3849	235	29	a	a	DET
fennia-3849	235	30	descending	descending	NOUN
fennia-3849	235	31	or	or	CCONJ
fennia-3849	235	32	ascending	ascend	VERB
fennia-3849	235	33	order	order	NOUN
fennia-3849	235	34	as	as	ADP
fennia-3849	235	35	a	a	DET
fennia-3849	235	36	function	function	NOUN
fennia-3849	235	37	of	of	ADP
fennia-3849	235	38	distance	distance	NOUN
fennia-3849	235	39	.	.	PUNCT
fennia-3849	236	1	an	an	DET
fennia-3849	236	2	“	"	PUNCT
fennia-3849	236	3	emphasis	emphasis	NOUN
fennia-3849	236	4	on	on	ADP
fennia-3849	236	5	nearby	nearby	ADJ
fennia-3849	236	6	areas	area	NOUN
fennia-3849	236	7	”	"	PUNCT
fennia-3849	236	8	simulation	simulation	NOUN
fennia-3849	236	9	was	be	AUX
fennia-3849	236	10	constructed	construct	VERB
fennia-3849	236	11	assuming	assume	VERB
fennia-3849	236	12	that	that	SCONJ
fennia-3849	236	13	the	the	DET
fennia-3849	236	14	highest	high	ADJ
fennia-3849	236	15	observed	observed	ADJ
fennia-3849	236	16	improvement	improvement	NOUN
fennia-3849	236	17	of	of	ADP
fennia-3849	236	18	living	living	NOUN
fennia-3849	236	19	standards	standard	NOUN
fennia-3849	236	20	would	would	AUX
fennia-3849	236	21	be	be	AUX
fennia-3849	236	22	located	locate	VERB
fennia-3849	236	23	at	at	ADP
fennia-3849	236	24	joensuu	joensuu	PROPN
fennia-3849	236	25	market	market	PROPN
fennia-3849	236	26	square	square	NOUN
fennia-3849	236	27	,	,	PUNCT
fennia-3849	236	28	with	with	ADP
fennia-3849	236	29	a	a	DET
fennia-3849	236	30	decline	decline	NOUN
fennia-3849	236	31	towards	towards	ADP
fennia-3849	236	32	the	the	DET
fennia-3849	236	33	periphery	periphery	NOUN
fennia-3849	236	34	(	(	PUNCT
fennia-3849	236	35	fig	fig	NOUN
fennia-3849	236	36	.	.	PUNCT
fennia-3849	237	1	3	3	NUM
fennia-3849	237	2	,	,	PUNCT
fennia-3849	237	3	top	top	ADJ
fennia-3849	237	4	right	right	NOUN
fennia-3849	237	5	)	)	PUNCT
fennia-3849	237	6	.	.	PUNCT
fennia-3849	238	1	the	the	DET
fennia-3849	238	2	highest	high	ADJ
fennia-3849	238	3	increase	increase	NOUN
fennia-3849	238	4	in	in	ADP
fennia-3849	238	5	living	living	NOUN
fennia-3849	238	6	standards	standard	NOUN
fennia-3849	238	7	was	be	AUX
fennia-3849	238	8	then	then	ADV
fennia-3849	238	9	shown	show	VERB
fennia-3849	238	10	to	to	PART
fennia-3849	238	11	have	have	AUX
fennia-3849	238	12	happened	happen	VERB
fennia-3849	238	13	in	in	ADP
fennia-3849	238	14	the	the	DET
fennia-3849	238	15	city	city	NOUN
fennia-3849	238	16	centre	centre	NOUN
fennia-3849	238	17	,	,	PUNCT
fennia-3849	238	18	with	with	ADP
fennia-3849	238	19	the	the	DET
fennia-3849	238	20	other	other	ADJ
fennia-3849	238	21	changes	change	NOUN
fennia-3849	238	22	leading	lead	VERB
fennia-3849	238	23	to	to	ADP
fennia-3849	238	24	progressively	progressively	ADV
fennia-3849	238	25	poorer	poor	ADJ
fennia-3849	238	26	conditions	condition	NOUN
fennia-3849	238	27	with	with	ADP
fennia-3849	238	28	increasing	increase	VERB
fennia-3849	238	29	distance	distance	NOUN
fennia-3849	238	30	.	.	PUNCT
fennia-3849	239	1	by	by	ADP
fennia-3849	239	2	contrast	contrast	NOUN
fennia-3849	239	3	,	,	PUNCT
fennia-3849	239	4	the	the	DET
fennia-3849	239	5	“	"	PUNCT
fennia-3849	239	6	emphasis	emphasis	NOUN
fennia-3849	239	7	on	on	ADP
fennia-3849	239	8	distant	distant	ADJ
fennia-3849	239	9	areas	area	NOUN
fennia-3849	239	10	”	"	PUNCT
fennia-3849	239	11	simulation	simulation	NOUN
fennia-3849	239	12	assumed	assume	VERB
fennia-3849	239	13	that	that	SCONJ
fennia-3849	239	14	living	living	NOUN
fennia-3849	239	15	standards	standard	NOUN
fennia-3849	239	16	would	would	AUX
fennia-3849	239	17	develop	develop	VERB
fennia-3849	239	18	in	in	ADP
fennia-3849	239	19	the	the	DET
fennia-3849	239	20	reverse	reverse	NOUN
fennia-3849	239	21	manner	manner	NOUN
fennia-3849	239	22	,	,	PUNCT
fennia-3849	239	23	so	so	SCONJ
fennia-3849	239	24	that	that	SCONJ
fennia-3849	239	25	the	the	DET
fennia-3849	239	26	highest	high	ADJ
fennia-3849	239	27	living	living	NOUN
fennia-3849	239	28	standards	standard	NOUN
fennia-3849	239	29	occurred	occur	VERB
fennia-3849	239	30	in	in	ADP
fennia-3849	239	31	the	the	DET
fennia-3849	239	32	periphery	periphery	NOUN
fennia-3849	239	33	,	,	PUNCT
fennia-3849	239	34	with	with	ADP
fennia-3849	239	35	a	a	DET
fennia-3849	239	36	decline	decline	NOUN
fennia-3849	239	37	towards	towards	ADP
fennia-3849	239	38	the	the	DET
fennia-3849	239	39	centre	centre	NOUN
fennia-3849	239	40	,	,	PUNCT
fennia-3849	239	41	according	accord	VERB
fennia-3849	239	42	to	to	ADP
fennia-3849	239	43	a	a	DET
fennia-3849	239	44	centrifugal	centrifugal	ADJ
fennia-3849	239	45	pattern	pattern	NOUN
fennia-3849	239	46	(	(	PUNCT
fennia-3849	239	47	fig	fig	NOUN
fennia-3849	239	48	.	.	PUNCT
fennia-3849	240	1	3	3	NUM
fennia-3849	240	2	,	,	PUNCT
fennia-3849	240	3	bottom	bottom	NOUN
fennia-3849	240	4	left	left	ADJ
fennia-3849	240	5	)	)	PUNCT
fennia-3849	240	6	.	.	PUNCT
fennia-3849	241	1	the	the	DET
fennia-3849	241	2	“	"	PUNCT
fennia-3849	241	3	emphasis	emphasis	NOUN
fennia-3849	241	4	on	on	ADP
fennia-3849	241	5	nearby	nearby	ADJ
fennia-3849	241	6	areas	area	NOUN
fennia-3849	241	7	”	"	PUNCT
fennia-3849	241	8	simulation	simulation	NOUN
fennia-3849	241	9	revealed	reveal	VERB
fennia-3849	241	10	that	that	SCONJ
fennia-3849	241	11	in	in	ADP
fennia-3849	241	12	this	this	DET
fennia-3849	241	13	situation	situation	NOUN
fennia-3849	241	14	the	the	DET
fennia-3849	241	15	areas	area	NOUN
fennia-3849	241	16	in	in	ADP
fennia-3849	241	17	the	the	DET
fennia-3849	241	18	inner	inner	ADJ
fennia-3849	241	19	zone	zone	NOUN
fennia-3849	241	20	and	and	CCONJ
fennia-3849	241	21	at	at	ADP
fennia-3849	241	22	distances	distance	NOUN
fennia-3849	241	23	of	of	ADP
fennia-3849	241	24	28−90	28−90	NUM
fennia-3849	241	25	km	km	NOUN
fennia-3849	241	26	from	from	ADP
fennia-3849	241	27	joensuu	joensuu	PROPN
fennia-3849	241	28	market	market	PROPN
fennia-3849	241	29	square	square	NOUN
fennia-3849	241	30	fared	fare	VERB
fennia-3849	241	31	worse	bad	ADJ
fennia-3849	241	32	than	than	SCONJ
fennia-3849	241	33	they	they	PRON
fennia-3849	241	34	should	should	AUX
fennia-3849	241	35	have	have	AUX
fennia-3849	241	36	done	do	VERB
fennia-3849	241	37	according	accord	VERB
fennia-3849	241	38	to	to	ADP
fennia-3849	241	39	the	the	DET
fennia-3849	241	40	centripetal	centripetal	ADJ
fennia-3849	241	41	simulation	simulation	NOUN
fennia-3849	241	42	results	result	VERB
fennia-3849	241	43	.	.	PUNCT
fennia-3849	242	1	this	this	DET
fennia-3849	242	2	experiment	experiment	NOUN
fennia-3849	242	3	demonstrates	demonstrate	VERB
fennia-3849	242	4	the	the	DET
fennia-3849	242	5	relative	relative	ADJ
fennia-3849	242	6	fig	fig	NOUN
fennia-3849	242	7	.	.	PUNCT
fennia-3849	243	1	3	3	X
fennia-3849	243	2	.	.	X
fennia-3849	243	3	estimated	estimate	VERB
fennia-3849	243	4	relative	relative	ADJ
fennia-3849	243	5	changes	change	NOUN
fennia-3849	243	6	in	in	ADP
fennia-3849	243	7	living	living	NOUN
fennia-3849	243	8	standards	standard	NOUN
fennia-3849	243	9	(	(	PUNCT
fennia-3849	243	10	solid	solid	ADJ
fennia-3849	243	11	line	line	NOUN
fennia-3849	243	12	)	)	PUNCT
fennia-3849	243	13	and	and	CCONJ
fennia-3849	243	14	simulated	simulated	ADJ
fennia-3849	243	15	changes	change	NOUN
fennia-3849	243	16	(	(	PUNCT
fennia-3849	243	17	broken	broken	ADJ
fennia-3849	243	18	line	line	NOUN
fennia-3849	243	19	)	)	PUNCT
fennia-3849	243	20	as	as	ADP
fennia-3849	243	21	a	a	DET
fennia-3849	243	22	function	function	NOUN
fennia-3849	243	23	of	of	ADP
fennia-3849	243	24	road	road	NOUN
fennia-3849	243	25	distance	distance	NOUN
fennia-3849	243	26	(	(	PUNCT
fennia-3849	243	27	with	with	ADP
fennia-3849	243	28	95	95	NUM
fennia-3849	243	29	percent	percent	NOUN
fennia-3849	243	30	confidence	confidence	NOUN
fennia-3849	243	31	intervals	interval	NOUN
fennia-3849	243	32	)	)	PUNCT
fennia-3849	243	33	in	in	ADP
fennia-3849	243	34	three	three	NUM
fennia-3849	243	35	theoretical	theoretical	ADJ
fennia-3849	243	36	simulations	simulation	NOUN
fennia-3849	243	37	,	,	PUNCT
fennia-3849	243	38	and	and	CCONJ
fennia-3849	243	39	the	the	DET
fennia-3849	243	40	cumulative	cumulative	ADJ
fennia-3849	243	41	distribution	distribution	NOUN
fennia-3849	243	42	function	function	NOUN
fennia-3849	243	43	(	(	PUNCT
fennia-3849	243	44	cdf	cdf	PROPN
fennia-3849	243	45	)	)	PUNCT
fennia-3849	243	46	of	of	ADP
fennia-3849	243	47	change	change	NOUN
fennia-3849	243	48	.	.	PUNCT
fennia-3849	244	1	bandwidth	bandwidth	NOUN
fennia-3849	244	2	λ=6	λ=6	X
fennia-3849	244	3	km	km	PROPN
fennia-3849	244	4	.	.	PUNCT
fennia-3849	245	1	the	the	DET
fennia-3849	245	2	changes	change	NOUN
fennia-3849	245	3	in	in	ADP
fennia-3849	245	4	living	living	NOUN
fennia-3849	245	5	standards	standard	NOUN
fennia-3849	245	6	from	from	ADP
fennia-3849	245	7	1993	1993	NUM
fennia-3849	245	8	to	to	ADP
fennia-3849	245	9	2003	2003	NUM
fennia-3849	245	10	are	be	AUX
fennia-3849	245	11	represented	represent	VERB
fennia-3849	245	12	by	by	ADP
fennia-3849	245	13	differences	difference	NOUN
fennia-3849	245	14	in	in	ADP
fennia-3849	245	15	pca	pca	NOUN
fennia-3849	245	16	scores	score	NOUN
fennia-3849	245	17	.	.	PUNCT
fennia-3849	246	1	the	the	DET
fennia-3849	246	2	division	division	NOUN
fennia-3849	246	3	into	into	ADP
fennia-3849	246	4	three	three	NUM
fennia-3849	246	5	zones	zone	NOUN
fennia-3849	246	6	is	be	AUX
fennia-3849	246	7	marked	mark	VERB
fennia-3849	246	8	by	by	ADP
fennia-3849	246	9	vertical	vertical	ADJ
fennia-3849	246	10	broken	break	VERB
fennia-3849	246	11	lines	line	NOUN
fennia-3849	246	12	.	.	PUNCT
fennia-3849	247	1	fennia	fennia	NOUN
fennia-3849	247	2	189	189	NUM
fennia-3849	247	3	:	:	SYM
fennia-3849	247	4	2	2	NUM
fennia-3849	247	5	(	(	PUNCT
fennia-3849	247	6	2011	2011	NUM
fennia-3849	247	7	)	)	PUNCT
fennia-3849	247	8	57spatial	57spatial	ADJ
fennia-3849	247	9	divergence	divergence	NOUN
fennia-3849	247	10	in	in	ADP
fennia-3849	247	11	living	living	NOUN
fennia-3849	247	12	standards	standard	NOUN
fennia-3849	247	13	during	during	ADP
fennia-3849	247	14	an	an	DET
fennia-3849	247	15	economic	economic	ADJ
fennia-3849	247	16	…	…	PUNCT
fennia-3849	247	17	social	social	ADJ
fennia-3849	247	18	decline	decline	NOUN
fennia-3849	247	19	that	that	PRON
fennia-3849	247	20	occurred	occur	VERB
fennia-3849	247	21	in	in	ADP
fennia-3849	247	22	the	the	DET
fennia-3849	247	23	central	central	ADJ
fennia-3849	247	24	district	district	NOUN
fennia-3849	247	25	,	,	PUNCT
fennia-3849	247	26	but	but	CCONJ
fennia-3849	247	27	also	also	ADV
fennia-3849	247	28	shows	show	VERB
fennia-3849	247	29	that	that	SCONJ
fennia-3849	247	30	the	the	DET
fennia-3849	247	31	real	real	ADJ
fennia-3849	247	32	decrease	decrease	NOUN
fennia-3849	247	33	of	of	ADP
fennia-3849	247	34	living	living	NOUN
fennia-3849	247	35	standards	standard	NOUN
fennia-3849	247	36	did	do	AUX
fennia-3849	247	37	not	not	PART
fennia-3849	247	38	accelerate	accelerate	VERB
fennia-3849	247	39	towards	towards	ADP
fennia-3849	247	40	the	the	DET
fennia-3849	247	41	periphery	periphery	NOUN
fennia-3849	247	42	as	as	SCONJ
fennia-3849	247	43	it	it	PRON
fennia-3849	247	44	would	would	AUX
fennia-3849	247	45	have	have	AUX
fennia-3849	247	46	done	do	VERB
fennia-3849	247	47	in	in	ADP
fennia-3849	247	48	a	a	DET
fennia-3849	247	49	purely	purely	ADV
fennia-3849	247	50	centripetal	centripetal	ADJ
fennia-3849	247	51	system	system	NOUN
fennia-3849	247	52	.	.	PUNCT
fennia-3849	248	1	in	in	ADP
fennia-3849	248	2	practice	practice	NOUN
fennia-3849	248	3	,	,	PUNCT
fennia-3849	248	4	the	the	DET
fennia-3849	248	5	decline	decline	NOUN
fennia-3849	248	6	in	in	ADP
fennia-3849	248	7	living	living	NOUN
fennia-3849	248	8	standards	standard	NOUN
fennia-3849	248	9	in	in	ADP
fennia-3849	248	10	the	the	DET
fennia-3849	248	11	inner	inner	ADJ
fennia-3849	248	12	zone	zone	NOUN
fennia-3849	248	13	was	be	AUX
fennia-3849	248	14	partly	partly	ADV
fennia-3849	248	15	due	due	ADJ
fennia-3849	248	16	to	to	ADP
fennia-3849	248	17	a	a	DET
fennia-3849	248	18	shortage	shortage	NOUN
fennia-3849	248	19	of	of	ADP
fennia-3849	248	20	superior	superior	ADJ
fennia-3849	248	21	housing	housing	NOUN
fennia-3849	248	22	and	and	CCONJ
fennia-3849	248	23	a	a	DET
fennia-3849	248	24	demand	demand	NOUN
fennia-3849	248	25	for	for	ADP
fennia-3849	248	26	building	building	NOUN
fennia-3849	248	27	sites	site	NOUN
fennia-3849	248	28	that	that	PRON
fennia-3849	248	29	channelled	channel	VERB
fennia-3849	248	30	development	development	NOUN
fennia-3849	248	31	to	to	ADP
fennia-3849	248	32	the	the	DET
fennia-3849	248	33	intermediate	intermediate	ADJ
fennia-3849	248	34	zone	zone	NOUN
fennia-3849	248	35	,	,	PUNCT
fennia-3849	248	36	and	and	CCONJ
fennia-3849	248	37	partly	partly	ADV
fennia-3849	248	38	due	due	ADJ
fennia-3849	248	39	to	to	ADP
fennia-3849	248	40	low	low	ADJ
fennia-3849	248	41	-	-	PUNCT
fennia-3849	248	42	income	income	NOUN
fennia-3849	248	43	groups	group	NOUN
fennia-3849	248	44	moving	move	VERB
fennia-3849	248	45	into	into	ADP
fennia-3849	248	46	the	the	DET
fennia-3849	248	47	inner	inner	ADJ
fennia-3849	248	48	zone	zone	NOUN
fennia-3849	248	49	.	.	PUNCT
fennia-3849	249	1	the	the	DET
fennia-3849	249	2	diffusion	diffusion	NOUN
fennia-3849	249	3	of	of	ADP
fennia-3849	249	4	the	the	DET
fennia-3849	249	5	rise	rise	NOUN
fennia-3849	249	6	ends	end	VERB
fennia-3849	249	7	at	at	ADP
fennia-3849	249	8	the	the	DET
fennia-3849	249	9	point	point	NOUN
fennia-3849	249	10	in	in	ADP
fennia-3849	249	11	the	the	DET
fennia-3849	249	12	intermediate	intermediate	ADJ
fennia-3849	249	13	zone	zone	NOUN
fennia-3849	249	14	where	where	SCONJ
fennia-3849	249	15	commuting	commuting	NOUN
fennia-3849	249	16	ceases	cease	VERB
fennia-3849	249	17	.	.	PUNCT
fennia-3849	250	1	in	in	ADP
fennia-3849	250	2	straightforward	straightforward	ADJ
fennia-3849	250	3	terms	term	NOUN
fennia-3849	250	4	,	,	PUNCT
fennia-3849	250	5	the	the	DET
fennia-3849	250	6	spatial	spatial	ADJ
fennia-3849	250	7	manifestation	manifestation	NOUN
fennia-3849	250	8	of	of	ADP
fennia-3849	250	9	development	development	NOUN
fennia-3849	250	10	was	be	AUX
fennia-3849	250	11	directed	direct	VERB
fennia-3849	250	12	by	by	ADP
fennia-3849	250	13	the	the	DET
fennia-3849	250	14	supply	supply	NOUN
fennia-3849	250	15	of	of	ADP
fennia-3849	250	16	urban	urban	ADJ
fennia-3849	250	17	housing	housing	NOUN
fennia-3849	250	18	.	.	PUNCT
fennia-3849	251	1	the	the	DET
fennia-3849	251	2	results	result	NOUN
fennia-3849	251	3	of	of	ADP
fennia-3849	251	4	our	our	PRON
fennia-3849	251	5	centrifugal	centrifugal	ADJ
fennia-3849	251	6	simulation	simulation	NOUN
fennia-3849	251	7	,	,	PUNCT
fennia-3849	251	8	where	where	SCONJ
fennia-3849	251	9	the	the	DET
fennia-3849	251	10	highest	high	ADJ
fennia-3849	251	11	living	living	NOUN
fennia-3849	251	12	standards	standard	NOUN
fennia-3849	251	13	were	be	AUX
fennia-3849	251	14	assumed	assume	VERB
fennia-3849	251	15	to	to	PART
fennia-3849	251	16	be	be	AUX
fennia-3849	251	17	found	find	VERB
fennia-3849	251	18	in	in	ADP
fennia-3849	251	19	the	the	DET
fennia-3849	251	20	periphery	periphery	NOUN
fennia-3849	251	21	,	,	PUNCT
fennia-3849	251	22	with	with	ADP
fennia-3849	251	23	a	a	DET
fennia-3849	251	24	decline	decline	NOUN
fennia-3849	251	25	towards	towards	ADP
fennia-3849	251	26	the	the	DET
fennia-3849	251	27	centre	centre	NOUN
fennia-3849	251	28	,	,	PUNCT
fennia-3849	251	29	reveal	reveal	VERB
fennia-3849	251	30	the	the	DET
fennia-3849	251	31	scale	scale	NOUN
fennia-3849	251	32	and	and	CCONJ
fennia-3849	251	33	force	force	NOUN
fennia-3849	251	34	of	of	ADP
fennia-3849	251	35	the	the	DET
fennia-3849	251	36	agglomeration	agglomeration	NOUN
fennia-3849	251	37	tendencies	tendency	NOUN
fennia-3849	251	38	and	and	CCONJ
fennia-3849	251	39	urban	urban	ADJ
fennia-3849	251	40	sprawl	sprawl	NOUN
fennia-3849	251	41	in	in	ADP
fennia-3849	251	42	the	the	DET
fennia-3849	251	43	real	real	ADJ
fennia-3849	251	44	world	world	NOUN
fennia-3849	251	45	(	(	PUNCT
fennia-3849	251	46	fig	fig	NOUN
fennia-3849	251	47	.	.	PUNCT
fennia-3849	252	1	3	3	NUM
fennia-3849	252	2	,	,	PUNCT
fennia-3849	252	3	bottom	bottom	NOUN
fennia-3849	252	4	left	left	ADJ
fennia-3849	252	5	)	)	PUNCT
fennia-3849	252	6	.	.	PUNCT
fennia-3849	253	1	theoretically	theoretically	ADV
fennia-3849	253	2	,	,	PUNCT
fennia-3849	253	3	a	a	DET
fennia-3849	253	4	relative	relative	ADJ
fennia-3849	253	5	rise	rise	NOUN
fennia-3849	253	6	in	in	ADP
fennia-3849	253	7	wealth	wealth	NOUN
fennia-3849	253	8	above	above	ADP
fennia-3849	253	9	the	the	DET
fennia-3849	253	10	average	average	NOUN
fennia-3849	253	11	could	could	AUX
fennia-3849	253	12	have	have	AUX
fennia-3849	253	13	emerged	emerge	VERB
fennia-3849	253	14	all	all	ADV
fennia-3849	253	15	over	over	ADP
fennia-3849	253	16	the	the	DET
fennia-3849	253	17	outermost	outermost	ADJ
fennia-3849	253	18	zone	zone	NOUN
fennia-3849	253	19	if	if	SCONJ
fennia-3849	253	20	demand	demand	NOUN
fennia-3849	253	21	and	and	CCONJ
fennia-3849	253	22	competitiveness	competitiveness	NOUN
fennia-3849	253	23	had	have	AUX
fennia-3849	253	24	decreased	decrease	VERB
fennia-3849	253	25	step	step	NOUN
fennia-3849	253	26	by	by	ADP
fennia-3849	253	27	step	step	NOUN
fennia-3849	253	28	inwards	inward	NOUN
fennia-3849	253	29	from	from	ADP
fennia-3849	253	30	the	the	DET
fennia-3849	253	31	periphery	periphery	NOUN
fennia-3849	253	32	.	.	PUNCT
fennia-3849	254	1	in	in	ADP
fennia-3849	254	2	practise	practise	NOUN
fennia-3849	254	3	,	,	PUNCT
fennia-3849	254	4	a	a	DET
fennia-3849	254	5	relative	relative	ADJ
fennia-3849	254	6	decline	decline	NOUN
fennia-3849	254	7	in	in	ADP
fennia-3849	254	8	living	living	NOUN
fennia-3849	254	9	standards	standard	NOUN
fennia-3849	254	10	is	be	AUX
fennia-3849	254	11	now	now	ADV
fennia-3849	254	12	taking	take	VERB
fennia-3849	254	13	place	place	NOUN
fennia-3849	254	14	in	in	ADP
fennia-3849	254	15	the	the	DET
fennia-3849	254	16	small	small	ADJ
fennia-3849	254	17	industrial	industrial	ADJ
fennia-3849	254	18	towns	town	NOUN
fennia-3849	254	19	and	and	CCONJ
fennia-3849	254	20	rural	rural	ADJ
fennia-3849	254	21	areas	area	NOUN
fennia-3849	254	22	.	.	PUNCT
fennia-3849	255	1	earlier	early	ADV
fennia-3849	255	2	,	,	PUNCT
fennia-3849	255	3	and	and	CCONJ
fennia-3849	255	4	especially	especially	ADV
fennia-3849	255	5	in	in	ADP
fennia-3849	255	6	the	the	DET
fennia-3849	255	7	1970s	1970	NOUN
fennia-3849	255	8	,	,	PUNCT
fennia-3849	255	9	the	the	DET
fennia-3849	255	10	countryside	countryside	NOUN
fennia-3849	255	11	supplied	supply	VERB
fennia-3849	255	12	labour	labour	NOUN
fennia-3849	255	13	for	for	ADP
fennia-3849	255	14	manufacturing	manufacturing	NOUN
fennia-3849	255	15	industries	industry	NOUN
fennia-3849	255	16	in	in	ADP
fennia-3849	255	17	lieksa	lieksa	ADJ
fennia-3849	255	18	,	,	PUNCT
fennia-3849	255	19	nurmes	nurme	NOUN
fennia-3849	255	20	,	,	PUNCT
fennia-3849	255	21	outokumpu	outokumpu	NOUN
fennia-3849	255	22	and	and	CCONJ
fennia-3849	255	23	kitee	kitee	NOUN
fennia-3849	255	24	in	in	ADP
fennia-3849	255	25	addition	addition	NOUN
fennia-3849	255	26	to	to	ADP
fennia-3849	255	27	joensuu	joensuu	NOUN
fennia-3849	255	28	,	,	PUNCT
fennia-3849	255	29	reflecting	reflect	VERB
fennia-3849	255	30	competitive	competitive	ADJ
fennia-3849	255	31	local	local	ADJ
fennia-3849	255	32	economies	economy	NOUN
fennia-3849	255	33	,	,	PUNCT
fennia-3849	255	34	whereas	whereas	SCONJ
fennia-3849	255	35	the	the	DET
fennia-3849	255	36	current	current	ADJ
fennia-3849	255	37	development	development	NOUN
fennia-3849	255	38	is	be	AUX
fennia-3849	255	39	heading	head	VERB
fennia-3849	255	40	towards	towards	ADP
fennia-3849	255	41	a	a	DET
fennia-3849	255	42	situation	situation	NOUN
fennia-3849	255	43	in	in	ADP
fennia-3849	255	44	which	which	PRON
fennia-3849	255	45	these	these	DET
fennia-3849	255	46	former	former	ADJ
fennia-3849	255	47	manufacturing	manufacturing	NOUN
fennia-3849	255	48	towns	town	NOUN
fennia-3849	255	49	are	be	AUX
fennia-3849	255	50	becoming	become	VERB
fennia-3849	255	51	suppliers	supplier	NOUN
fennia-3849	255	52	of	of	ADP
fennia-3849	255	53	labour	labour	NOUN
fennia-3849	255	54	to	to	ADP
fennia-3849	255	55	the	the	DET
fennia-3849	255	56	provincial	provincial	ADJ
fennia-3849	255	57	core	core	NOUN
fennia-3849	255	58	area	area	NOUN
fennia-3849	255	59	and	and	CCONJ
fennia-3849	255	60	a	a	DET
fennia-3849	255	61	few	few	ADJ
fennia-3849	255	62	large	large	ADJ
fennia-3849	255	63	,	,	PUNCT
fennia-3849	255	64	growing	grow	VERB
fennia-3849	255	65	agglomerations	agglomeration	NOUN
fennia-3849	255	66	in	in	ADP
fennia-3849	255	67	the	the	DET
fennia-3849	255	68	south	south	NOUN
fennia-3849	255	69	of	of	ADP
fennia-3849	255	70	finland	finland	PROPN
fennia-3849	255	71	.	.	PUNCT
fennia-3849	256	1	this	this	PRON
fennia-3849	256	2	has	have	AUX
fennia-3849	256	3	happened	happen	VERB
fennia-3849	256	4	due	due	ADP
fennia-3849	256	5	to	to	ADP
fennia-3849	256	6	the	the	DET
fennia-3849	256	7	relative	relative	ADJ
fennia-3849	256	8	poor	poor	ADJ
fennia-3849	256	9	competitiveness	competitiveness	NOUN
fennia-3849	256	10	of	of	ADP
fennia-3849	256	11	these	these	DET
fennia-3849	256	12	areas	area	NOUN
fennia-3849	256	13	for	for	ADP
fennia-3849	256	14	emerging	emerge	VERB
fennia-3849	256	15	new	new	ADJ
fennia-3849	256	16	forms	form	NOUN
fennia-3849	256	17	of	of	ADP
fennia-3849	256	18	production	production	NOUN
fennia-3849	256	19	,	,	PUNCT
fennia-3849	256	20	which	which	PRON
fennia-3849	256	21	is	be	AUX
fennia-3849	256	22	characterized	characterize	VERB
fennia-3849	256	23	by	by	ADP
fennia-3849	256	24	r&d	r&d	NOUN
fennia-3849	256	25	environments	environment	NOUN
fennia-3849	256	26	,	,	PUNCT
fennia-3849	256	27	service	service	NOUN
fennia-3849	256	28	-	-	PUNCT
fennia-3849	256	29	orientation	orientation	NOUN
fennia-3849	256	30	and	and	CCONJ
fennia-3849	256	31	global	global	ADJ
fennia-3849	256	32	outsourcing	outsourcing	NOUN
fennia-3849	256	33	rather	rather	ADV
fennia-3849	256	34	than	than	ADP
fennia-3849	256	35	being	be	AUX
fennia-3849	256	36	in	in	ADP
fennia-3849	256	37	the	the	DET
fennia-3849	256	38	nature	nature	NOUN
fennia-3849	256	39	of	of	ADP
fennia-3849	256	40	traditional	traditional	ADJ
fennia-3849	256	41	branch	branch	NOUN
fennia-3849	256	42	-	-	PUNCT
fennia-3849	256	43	plant	plant	NOUN
fennia-3849	256	44	manufacturing	manufacturing	NOUN
fennia-3849	256	45	.	.	PUNCT
fennia-3849	257	1	in	in	ADP
fennia-3849	257	2	the	the	DET
fennia-3849	257	3	converse	converse	NOUN
fennia-3849	257	4	experiment	experiment	NOUN
fennia-3849	257	5	,	,	PUNCT
fennia-3849	257	6	the	the	DET
fennia-3849	257	7	centripetal	centripetal	ADJ
fennia-3849	257	8	simulation	simulation	NOUN
fennia-3849	257	9	assumed	assume	VERB
fennia-3849	257	10	that	that	SCONJ
fennia-3849	257	11	the	the	DET
fennia-3849	257	12	worst	bad	ADJ
fennia-3849	257	13	effects	effect	NOUN
fennia-3849	257	14	were	be	AUX
fennia-3849	257	15	felt	feel	VERB
fennia-3849	257	16	farthest	farth	ADJ
fennia-3849	257	17	away	away	ADV
fennia-3849	257	18	.	.	PUNCT
fennia-3849	258	1	in	in	ADP
fennia-3849	258	2	such	such	DET
fennia-3849	258	3	a	a	DET
fennia-3849	258	4	case	case	NOUN
fennia-3849	258	5	,	,	PUNCT
fennia-3849	258	6	a	a	DET
fennia-3849	258	7	relative	relative	ADJ
fennia-3849	258	8	decline	decline	NOUN
fennia-3849	258	9	in	in	ADP
fennia-3849	258	10	living	living	NOUN
fennia-3849	258	11	standards	standard	NOUN
fennia-3849	258	12	could	could	AUX
fennia-3849	258	13	have	have	AUX
fennia-3849	258	14	engulfed	engulf	VERB
fennia-3849	258	15	large	large	ADJ
fennia-3849	258	16	peripheral	peripheral	ADJ
fennia-3849	258	17	areas	area	NOUN
fennia-3849	258	18	more	more	ADJ
fennia-3849	258	19	than	than	ADP
fennia-3849	258	20	100	100	NUM
fennia-3849	258	21	km	km	NOUN
fennia-3849	258	22	from	from	ADP
fennia-3849	258	23	the	the	DET
fennia-3849	258	24	core	core	NOUN
fennia-3849	258	25	,	,	PUNCT
fennia-3849	258	26	reducing	reduce	VERB
fennia-3849	258	27	their	their	PRON
fennia-3849	258	28	actual	actual	ADJ
fennia-3849	258	29	development	development	NOUN
fennia-3849	258	30	(	(	PUNCT
fennia-3849	258	31	fig	fig	NOUN
fennia-3849	258	32	.	.	PUNCT
fennia-3849	259	1	3	3	NUM
fennia-3849	259	2	,	,	PUNCT
fennia-3849	259	3	top	top	ADJ
fennia-3849	259	4	right	right	NOUN
fennia-3849	259	5	)	)	PUNCT
fennia-3849	259	6	.	.	PUNCT
fennia-3849	260	1	the	the	DET
fennia-3849	260	2	counterfactual	counterfactual	ADJ
fennia-3849	260	3	simulations	simulation	NOUN
fennia-3849	260	4	show	show	VERB
fennia-3849	260	5	that	that	SCONJ
fennia-3849	260	6	a	a	DET
fennia-3849	260	7	different	different	ADJ
fennia-3849	260	8	pattern	pattern	NOUN
fennia-3849	260	9	of	of	ADP
fennia-3849	260	10	spatial	spatial	ADJ
fennia-3849	260	11	reorganization	reorganization	NOUN
fennia-3849	260	12	of	of	ADP
fennia-3849	260	13	wealth	wealth	NOUN
fennia-3849	260	14	creation	creation	NOUN
fennia-3849	260	15	could	could	AUX
fennia-3849	260	16	have	have	AUX
fennia-3849	260	17	had	have	VERB
fennia-3849	260	18	substantial	substantial	ADJ
fennia-3849	260	19	impacts	impact	NOUN
fennia-3849	260	20	on	on	ADP
fennia-3849	260	21	living	living	NOUN
fennia-3849	260	22	standards	standard	NOUN
fennia-3849	260	23	.	.	PUNCT
fennia-3849	261	1	impacts	impact	NOUN
fennia-3849	261	2	of	of	ADP
fennia-3849	261	3	commuting	commuting	NOUN
fennia-3849	261	4	and	and	CCONJ
fennia-3849	261	5	the	the	DET
fennia-3849	261	6	properties	property	NOUN
fennia-3849	261	7	of	of	ADP
fennia-3849	261	8	residential	residential	ADJ
fennia-3849	261	9	areas	area	NOUN
fennia-3849	261	10	on	on	ADP
fennia-3849	261	11	changes	change	NOUN
fennia-3849	261	12	in	in	ADP
fennia-3849	261	13	living	living	NOUN
fennia-3849	261	14	standards	standard	NOUN
fennia-3849	261	15	commuting	commute	VERB
fennia-3849	261	16	distance	distance	NOUN
fennia-3849	261	17	and	and	CCONJ
fennia-3849	261	18	their	their	PRON
fennia-3849	261	19	changes	change	NOUN
fennia-3849	261	20	to	to	PART
fennia-3849	261	21	understand	understand	VERB
fennia-3849	261	22	the	the	DET
fennia-3849	261	23	impact	impact	NOUN
fennia-3849	261	24	of	of	ADP
fennia-3849	261	25	the	the	DET
fennia-3849	261	26	changes	change	NOUN
fennia-3849	261	27	in	in	ADP
fennia-3849	261	28	commuting	commute	VERB
fennia-3849	261	29	patterns	pattern	NOUN
fennia-3849	261	30	associated	associate	VERB
fennia-3849	261	31	with	with	ADP
fennia-3849	261	32	our	our	PRON
fennia-3849	261	33	hypothesis	hypothesis	NOUN
fennia-3849	261	34	,	,	PUNCT
fennia-3849	261	35	we	we	PRON
fennia-3849	261	36	analysed	analyse	VERB
fennia-3849	261	37	the	the	DET
fennia-3849	261	38	importance	importance	NOUN
fennia-3849	261	39	of	of	ADP
fennia-3849	261	40	commuting	commute	VERB
fennia-3849	261	41	distance	distance	NOUN
fennia-3849	261	42	for	for	ADP
fennia-3849	261	43	living	living	NOUN
fennia-3849	261	44	standards	standard	NOUN
fennia-3849	261	45	in	in	ADP
fennia-3849	261	46	the	the	DET
fennia-3849	261	47	postcode	postcode	NOUN
fennia-3849	261	48	areas	area	NOUN
fennia-3849	261	49	,	,	PUNCT
fennia-3849	261	50	in	in	ADP
fennia-3849	261	51	order	order	NOUN
fennia-3849	261	52	to	to	PART
fennia-3849	261	53	demonstrate	demonstrate	VERB
fennia-3849	261	54	the	the	DET
fennia-3849	261	55	dynamics	dynamic	NOUN
fennia-3849	261	56	and	and	CCONJ
fennia-3849	261	57	pattern	pattern	NOUN
fennia-3849	261	58	of	of	ADP
fennia-3849	261	59	observed	observed	ADJ
fennia-3849	261	60	commuting	commuting	NOUN
fennia-3849	261	61	and	and	CCONJ
fennia-3849	261	62	the	the	DET
fennia-3849	261	63	consequent	consequent	ADJ
fennia-3849	261	64	change	change	NOUN
fennia-3849	261	65	in	in	ADP
fennia-3849	261	66	living	living	NOUN
fennia-3849	261	67	standards	standard	NOUN
fennia-3849	261	68	.	.	PUNCT
fennia-3849	262	1	based	base	VERB
fennia-3849	262	2	on	on	ADP
fennia-3849	262	3	the	the	DET
fennia-3849	262	4	same	same	ADJ
fennia-3849	262	5	data	datum	NOUN
fennia-3849	262	6	for	for	ADP
fennia-3849	262	7	1993−2003	1993−2003	NUM
fennia-3849	262	8	,	,	PUNCT
fennia-3849	262	9	the	the	DET
fennia-3849	262	10	10	10	NUM
fennia-3849	262	11	-	-	PUNCT
fennia-3849	262	12	year	year	NOUN
fennia-3849	262	13	change	change	NOUN
fennia-3849	262	14	in	in	ADP
fennia-3849	262	15	living	living	NOUN
fennia-3849	262	16	standards	standard	NOUN
fennia-3849	262	17	shows	show	VERB
fennia-3849	262	18	that	that	SCONJ
fennia-3849	262	19	the	the	DET
fennia-3849	262	20	localities	locality	NOUN
fennia-3849	262	21	with	with	ADP
fennia-3849	262	22	long	long	ADJ
fennia-3849	262	23	distances	distance	NOUN
fennia-3849	262	24	to	to	ADP
fennia-3849	262	25	workplaces	workplace	NOUN
fennia-3849	262	26	have	have	AUX
fennia-3849	262	27	benefited	benefit	VERB
fennia-3849	262	28	most	most	ADV
fennia-3849	262	29	from	from	ADP
fennia-3849	262	30	the	the	DET
fennia-3849	262	31	improvement	improvement	NOUN
fennia-3849	262	32	in	in	ADP
fennia-3849	262	33	living	living	NOUN
fennia-3849	262	34	standards	standard	NOUN
fennia-3849	262	35	(	(	PUNCT
fennia-3849	262	36	fig	fig	NOUN
fennia-3849	262	37	.	.	PUNCT
fennia-3849	263	1	4	4	NUM
fennia-3849	263	2	,	,	PUNCT
fennia-3849	263	3	top	top	ADJ
fennia-3849	263	4	left	left	ADJ
fennia-3849	263	5	)	)	PUNCT
fennia-3849	263	6	.	.	PUNCT
fennia-3849	264	1	a	a	DET
fennia-3849	264	2	few	few	ADJ
fennia-3849	264	3	places	place	NOUN
fennia-3849	264	4	have	have	VERB
fennia-3849	264	5	such	such	ADJ
fennia-3849	264	6	strong	strong	ADJ
fennia-3849	264	7	impacts	impact	NOUN
fennia-3849	264	8	that	that	SCONJ
fennia-3849	264	9	the	the	DET
fennia-3849	264	10	highest	high	ADJ
fennia-3849	264	11	increase	increase	NOUN
fennia-3849	264	12	is	be	AUX
fennia-3849	264	13	noted	note	VERB
fennia-3849	264	14	within	within	ADP
fennia-3849	264	15	a	a	DET
fennia-3849	264	16	distance	distance	NOUN
fennia-3849	264	17	of	of	ADP
fennia-3849	264	18	18−32	18−32	NUM
fennia-3849	264	19	km	km	NOUN
fennia-3849	264	20	by	by	ADP
fennia-3849	264	21	road	road	NOUN
fennia-3849	264	22	from	from	ADP
fennia-3849	264	23	the	the	DET
fennia-3849	264	24	population	population	NOUN
fennia-3849	264	25	’s	’s	PART
fennia-3849	264	26	workplaces	workplace	NOUN
fennia-3849	264	27	.	.	PUNCT
fennia-3849	265	1	due	due	ADP
fennia-3849	265	2	to	to	ADP
fennia-3849	265	3	the	the	DET
fennia-3849	265	4	limited	limited	ADJ
fennia-3849	265	5	supply	supply	NOUN
fennia-3849	265	6	of	of	ADP
fennia-3849	265	7	appealing	appealing	ADJ
fennia-3849	265	8	building	building	NOUN
fennia-3849	265	9	sites	site	NOUN
fennia-3849	265	10	,	,	PUNCT
fennia-3849	265	11	commuting	commuting	NOUN
fennia-3849	265	12	has	have	AUX
fennia-3849	265	13	expanded	expand	VERB
fennia-3849	265	14	to	to	ADP
fennia-3849	265	15	new	new	ADJ
fennia-3849	265	16	areas	area	NOUN
fennia-3849	265	17	in	in	ADP
fennia-3849	265	18	the	the	DET
fennia-3849	265	19	intermediate	intermediate	ADJ
fennia-3849	265	20	zone	zone	NOUN
fennia-3849	265	21	and	and	CCONJ
fennia-3849	265	22	towards	towards	ADP
fennia-3849	265	23	the	the	DET
fennia-3849	265	24	periphery	periphery	NOUN
fennia-3849	265	25	,	,	PUNCT
fennia-3849	265	26	although	although	SCONJ
fennia-3849	265	27	the	the	DET
fennia-3849	265	28	increase	increase	NOUN
fennia-3849	265	29	in	in	ADP
fennia-3849	265	30	living	living	NOUN
fennia-3849	265	31	standards	standard	NOUN
fennia-3849	265	32	drops	drop	VERB
fennia-3849	265	33	rapidly	rapidly	ADV
fennia-3849	265	34	beyond	beyond	ADP
fennia-3849	265	35	the	the	DET
fennia-3849	265	36	outer	outer	ADJ
fennia-3849	265	37	fringe	fringe	NOUN
fennia-3849	265	38	of	of	ADP
fennia-3849	265	39	the	the	DET
fennia-3849	265	40	commuter	commuter	NOUN
fennia-3849	265	41	belt	belt	NOUN
fennia-3849	265	42	.	.	PUNCT
fennia-3849	266	1	the	the	DET
fennia-3849	266	2	commuting	commuting	NOUN
fennia-3849	266	3	distances	distance	NOUN
fennia-3849	266	4	do	do	AUX
fennia-3849	266	5	not	not	PART
fennia-3849	266	6	have	have	VERB
fennia-3849	266	7	much	much	ADJ
fennia-3849	266	8	explanatory	explanatory	ADJ
fennia-3849	266	9	power	power	NOUN
fennia-3849	266	10	in	in	ADP
fennia-3849	266	11	the	the	DET
fennia-3849	266	12	inner	inner	ADJ
fennia-3849	266	13	zone	zone	NOUN
fennia-3849	266	14	,	,	PUNCT
fennia-3849	266	15	where	where	SCONJ
fennia-3849	266	16	they	they	PRON
fennia-3849	266	17	are	be	AUX
fennia-3849	266	18	in	in	ADP
fennia-3849	266	19	any	any	DET
fennia-3849	266	20	case	case	NOUN
fennia-3849	266	21	mostly	mostly	ADV
fennia-3849	266	22	short	short	ADJ
fennia-3849	266	23	.	.	PUNCT
fennia-3849	267	1	in	in	ADP
fennia-3849	267	2	the	the	DET
fennia-3849	267	3	outermost	outermost	ADJ
fennia-3849	267	4	zone	zone	NOUN
fennia-3849	267	5	,	,	PUNCT
fennia-3849	267	6	the	the	DET
fennia-3849	267	7	effects	effect	NOUN
fennia-3849	267	8	of	of	ADP
fennia-3849	267	9	growth	growth	NOUN
fennia-3849	267	10	are	be	AUX
fennia-3849	267	11	to	to	PART
fennia-3849	267	12	be	be	AUX
fennia-3849	267	13	observed	observe	VERB
fennia-3849	267	14	in	in	ADP
fennia-3849	267	15	the	the	DET
fennia-3849	267	16	fringe	fringe	NOUN
fennia-3849	267	17	area	area	NOUN
fennia-3849	267	18	proximal	proximal	ADJ
fennia-3849	267	19	to	to	ADP
fennia-3849	267	20	the	the	DET
fennia-3849	267	21	core	core	NOUN
fennia-3849	267	22	,	,	PUNCT
fennia-3849	267	23	combined	combine	VERB
fennia-3849	267	24	with	with	ADP
fennia-3849	267	25	commuting	commute	VERB
fennia-3849	267	26	distances	distance	NOUN
fennia-3849	267	27	of	of	ADP
fennia-3849	267	28	more	more	ADJ
fennia-3849	267	29	than	than	ADP
fennia-3849	267	30	20	20	NUM
fennia-3849	267	31	km	km	NOUN
fennia-3849	267	32	,	,	PUNCT
fennia-3849	267	33	while	while	SCONJ
fennia-3849	267	34	the	the	DET
fennia-3849	267	35	negative	negative	ADJ
fennia-3849	267	36	contours	contours	NOUN
fennia-3849	267	37	farther	far	ADV
fennia-3849	267	38	away	away	ADV
fennia-3849	267	39	denote	denote	VERB
fennia-3849	267	40	that	that	SCONJ
fennia-3849	267	41	living	living	NOUN
fennia-3849	267	42	standards	standard	NOUN
fennia-3849	267	43	in	in	ADP
fennia-3849	267	44	the	the	DET
fennia-3849	267	45	subregional	subregional	ADJ
fennia-3849	267	46	centres	centre	NOUN
fennia-3849	267	47	and	and	CCONJ
fennia-3849	267	48	distant	distant	ADJ
fennia-3849	267	49	rural	rural	ADJ
fennia-3849	267	50	areas	area	NOUN
fennia-3849	267	51	(	(	PUNCT
fennia-3849	267	52	>	>	SYM
fennia-3849	267	53	70	70	NUM
fennia-3849	267	54	km	km	NOUN
fennia-3849	267	55	)	)	PUNCT
fennia-3849	267	56	combined	combine	VERB
fennia-3849	267	57	with	with	ADP
fennia-3849	267	58	journeys	journey	NOUN
fennia-3849	267	59	to	to	ADP
fennia-3849	267	60	work	work	NOUN
fennia-3849	267	61	of	of	ADP
fennia-3849	267	62	10−20	10−20	PROPN
fennia-3849	267	63	km	km	PROPN
fennia-3849	267	64	declined	decline	VERB
fennia-3849	267	65	most	most	ADV
fennia-3849	267	66	in	in	ADP
fennia-3849	267	67	relative	relative	ADJ
fennia-3849	267	68	terms	term	NOUN
fennia-3849	267	69	.	.	PUNCT
fennia-3849	268	1	in	in	ADP
fennia-3849	268	2	general	general	ADJ
fennia-3849	268	3	,	,	PUNCT
fennia-3849	268	4	living	living	NOUN
fennia-3849	268	5	standards	standard	NOUN
fennia-3849	268	6	grew	grow	VERB
fennia-3849	268	7	in	in	ADP
fennia-3849	268	8	relative	relative	ADJ
fennia-3849	268	9	terms	term	NOUN
fennia-3849	268	10	in	in	ADP
fennia-3849	268	11	a	a	DET
fennia-3849	268	12	few	few	ADJ
fennia-3849	268	13	areas	area	NOUN
fennia-3849	268	14	in	in	ADP
fennia-3849	268	15	the	the	DET
fennia-3849	268	16	intermediate	intermediate	ADJ
fennia-3849	268	17	zone	zone	NOUN
fennia-3849	268	18	and	and	CCONJ
fennia-3849	268	19	beyond	beyond	ADP
fennia-3849	268	20	when	when	SCONJ
fennia-3849	268	21	combined	combine	VERB
fennia-3849	268	22	with	with	ADP
fennia-3849	268	23	long	long	ADJ
fennia-3849	268	24	distances	distance	NOUN
fennia-3849	268	25	to	to	PART
fennia-3849	268	26	work	work	VERB
fennia-3849	268	27	and	and	CCONJ
fennia-3849	268	28	in	in	ADP
fennia-3849	268	29	some	some	DET
fennia-3849	268	30	places	place	NOUN
fennia-3849	268	31	in	in	ADP
fennia-3849	268	32	the	the	DET
fennia-3849	268	33	intermediate	intermediate	ADJ
fennia-3849	268	34	and	and	CCONJ
fennia-3849	268	35	outermost	outermost	ADJ
fennia-3849	268	36	zones	zone	NOUN
fennia-3849	268	37	which	which	PRON
fennia-3849	268	38	had	have	VERB
fennia-3849	268	39	very	very	ADV
fennia-3849	268	40	local	local	ADJ
fennia-3849	268	41	labour	labour	ADJ
fennia-3849	268	42	markets	market	NOUN
fennia-3849	268	43	,	,	PUNCT
fennia-3849	268	44	as	as	ADP
fennia-3849	268	45	in	in	ADP
fennia-3849	268	46	farming	farming	NOUN
fennia-3849	268	47	areas	area	NOUN
fennia-3849	268	48	.	.	PUNCT
fennia-3849	269	1	the	the	DET
fennia-3849	269	2	impacts	impact	NOUN
fennia-3849	269	3	of	of	ADP
fennia-3849	269	4	the	the	DET
fennia-3849	269	5	changes	change	NOUN
fennia-3849	269	6	in	in	ADP
fennia-3849	269	7	commuting	commute	VERB
fennia-3849	269	8	distance	distance	NOUN
fennia-3849	269	9	were	be	AUX
fennia-3849	269	10	bifurcated	bifurcate	VERB
fennia-3849	269	11	,	,	PUNCT
fennia-3849	269	12	in	in	ADP
fennia-3849	269	13	that	that	SCONJ
fennia-3849	269	14	both	both	CCONJ
fennia-3849	269	15	an	an	DET
fennia-3849	269	16	increase	increase	NOUN
fennia-3849	269	17	and	and	CCONJ
fennia-3849	269	18	a	a	DET
fennia-3849	269	19	decrease	decrease	NOUN
fennia-3849	269	20	in	in	ADP
fennia-3849	269	21	commuting	commute	VERB
fennia-3849	269	22	distance	distance	NOUN
fennia-3849	269	23	increased	increase	VERB
fennia-3849	269	24	living	living	NOUN
fennia-3849	269	25	standards	standard	NOUN
fennia-3849	269	26	in	in	ADP
fennia-3849	269	27	relative	relative	ADJ
fennia-3849	269	28	terms	term	NOUN
fennia-3849	269	29	(	(	PUNCT
fennia-3849	269	30	fig	fig	NOUN
fennia-3849	269	31	.	.	PUNCT
fennia-3849	270	1	4	4	NUM
fennia-3849	270	2	,	,	PUNCT
fennia-3849	270	3	top	top	ADJ
fennia-3849	270	4	right	right	NOUN
fennia-3849	270	5	)	)	PUNCT
fennia-3849	270	6	.	.	PUNCT
fennia-3849	271	1	the	the	DET
fennia-3849	271	2	influx	influx	NOUN
fennia-3849	271	3	of	of	ADP
fennia-3849	271	4	new	new	ADJ
fennia-3849	271	5	commuters	commuter	NOUN
fennia-3849	271	6	disappeared	disappear	VERB
fennia-3849	271	7	beyond	beyond	ADP
fennia-3849	271	8	the	the	DET
fennia-3849	271	9	intermediate	intermediate	ADJ
fennia-3849	271	10	zone	zone	NOUN
fennia-3849	271	11	,	,	PUNCT
fennia-3849	271	12	and	and	CCONJ
fennia-3849	271	13	hence	hence	ADV
fennia-3849	271	14	the	the	DET
fennia-3849	271	15	relative	relative	ADJ
fennia-3849	271	16	increase	increase	NOUN
fennia-3849	271	17	in	in	ADP
fennia-3849	271	18	living	living	NOUN
fennia-3849	271	19	standards	standard	NOUN
fennia-3849	271	20	dropped	drop	VERB
fennia-3849	271	21	rapidly	rapidly	ADV
fennia-3849	271	22	and	and	CCONJ
fennia-3849	271	23	became	become	VERB
fennia-3849	271	24	negative	negative	ADJ
fennia-3849	271	25	beyond	beyond	ADP
fennia-3849	271	26	the	the	DET
fennia-3849	271	27	outer	outer	ADJ
fennia-3849	271	28	fringe	fringe	NOUN
fennia-3849	271	29	of	of	ADP
fennia-3849	271	30	the	the	DET
fennia-3849	271	31	commuter	commuter	NOUN
fennia-3849	271	32	belt	belt	NOUN
fennia-3849	271	33	.	.	PUNCT
fennia-3849	272	1	likewise	likewise	ADV
fennia-3849	272	2	,	,	PUNCT
fennia-3849	272	3	living	living	NOUN
fennia-3849	272	4	standards	standard	NOUN
fennia-3849	272	5	declined	decline	VERB
fennia-3849	272	6	in	in	ADP
fennia-3849	272	7	areas	area	NOUN
fennia-3849	272	8	where	where	SCONJ
fennia-3849	272	9	the	the	DET
fennia-3849	272	10	change	change	NOUN
fennia-3849	272	11	in	in	ADP
fennia-3849	272	12	commuting	commuting	NOUN
fennia-3849	272	13	distance	distance	NOUN
fennia-3849	272	14	was	be	AUX
fennia-3849	272	15	negligible	negligible	ADJ
fennia-3849	272	16	,	,	PUNCT
fennia-3849	272	17	wherever	wherever	SCONJ
fennia-3849	272	18	these	these	PRON
fennia-3849	272	19	were	be	AUX
fennia-3849	272	20	located	locate	VERB
fennia-3849	272	21	.	.	PUNCT
fennia-3849	273	1	in	in	ADP
fennia-3849	273	2	the	the	DET
fennia-3849	273	3	inner	inner	ADJ
fennia-3849	273	4	58	58	NUM
fennia-3849	273	5	fennia	fennia	NOUN
fennia-3849	273	6	189	189	NUM
fennia-3849	273	7	:	:	SYM
fennia-3849	273	8	2	2	NUM
fennia-3849	273	9	(	(	PUNCT
fennia-3849	273	10	2011)olli	2011)olli	NUM
fennia-3849	273	11	lehtonen	lehtonen	NOUN
fennia-3849	273	12	and	and	CCONJ
fennia-3849	273	13	markku	markku	ADJ
fennia-3849	273	14	tykkyläinen	tykkyläinen	PROPN
fennia-3849	273	15	zone	zone	NOUN
fennia-3849	273	16	the	the	DET
fennia-3849	273	17	commuting	commuting	NOUN
fennia-3849	273	18	distance	distance	NOUN
fennia-3849	273	19	actually	actually	ADV
fennia-3849	273	20	decreased	decrease	VERB
fennia-3849	273	21	in	in	ADP
fennia-3849	273	22	many	many	ADJ
fennia-3849	273	23	postcode	postcode	NOUN
fennia-3849	273	24	areas	area	NOUN
fennia-3849	273	25	,	,	PUNCT
fennia-3849	273	26	indicating	indicate	VERB
fennia-3849	273	27	a	a	DET
fennia-3849	273	28	social	social	ADJ
fennia-3849	273	29	change	change	NOUN
fennia-3849	273	30	,	,	PUNCT
fennia-3849	273	31	while	while	SCONJ
fennia-3849	273	32	in	in	ADP
fennia-3849	273	33	the	the	DET
fennia-3849	273	34	outermost	outermost	ADJ
fennia-3849	273	35	zone	zone	NOUN
fennia-3849	273	36	the	the	DET
fennia-3849	273	37	spread	spread	ADJ
fennia-3849	273	38	effects	effect	NOUN
fennia-3849	273	39	of	of	ADP
fennia-3849	273	40	growth	growth	NOUN
fennia-3849	273	41	were	be	AUX
fennia-3849	273	42	to	to	PART
fennia-3849	273	43	be	be	AUX
fennia-3849	273	44	observed	observe	VERB
fennia-3849	273	45	in	in	ADP
fennia-3849	273	46	the	the	DET
fennia-3849	273	47	fringe	fringe	NOUN
fennia-3849	273	48	area	area	NOUN
fennia-3849	273	49	proximal	proximal	ADJ
fennia-3849	273	50	to	to	ADP
fennia-3849	273	51	the	the	DET
fennia-3849	273	52	core	core	NOUN
fennia-3849	273	53	and	and	CCONJ
fennia-3849	273	54	up	up	ADP
fennia-3849	273	55	to	to	PART
fennia-3849	273	56	50	50	NUM
fennia-3849	273	57	km	km	NOUN
fennia-3849	273	58	,	,	PUNCT
fennia-3849	273	59	combined	combine	VERB
fennia-3849	273	60	with	with	ADP
fennia-3849	273	61	an	an	DET
fennia-3849	273	62	increase	increase	NOUN
fennia-3849	273	63	in	in	ADP
fennia-3849	273	64	commuting	commuting	NOUN
fennia-3849	273	65	distance	distance	NOUN
fennia-3849	273	66	.	.	PUNCT
fennia-3849	274	1	the	the	DET
fennia-3849	274	2	decline	decline	NOUN
fennia-3849	274	3	in	in	ADP
fennia-3849	274	4	commuting	commute	VERB
fennia-3849	274	5	distance	distance	NOUN
fennia-3849	274	6	in	in	ADP
fennia-3849	274	7	a	a	DET
fennia-3849	274	8	minority	minority	NOUN
fennia-3849	274	9	of	of	ADP
fennia-3849	274	10	small	small	ADJ
fennia-3849	274	11	areas	area	NOUN
fennia-3849	274	12	in	in	ADP
fennia-3849	274	13	the	the	DET
fennia-3849	274	14	intermediate	intermediate	ADJ
fennia-3849	274	15	and	and	CCONJ
fennia-3849	274	16	outermost	outermost	ADJ
fennia-3849	274	17	zones	zone	NOUN
fennia-3849	274	18	correlates	correlate	VERB
fennia-3849	274	19	with	with	ADP
fennia-3849	274	20	an	an	DET
fennia-3849	274	21	increase	increase	NOUN
fennia-3849	274	22	in	in	ADP
fennia-3849	274	23	living	living	NOUN
fennia-3849	274	24	standards	standard	NOUN
fennia-3849	274	25	.	.	PUNCT
fennia-3849	275	1	there	there	PRON
fennia-3849	275	2	may	may	AUX
fennia-3849	275	3	be	be	AUX
fennia-3849	275	4	several	several	ADJ
fennia-3849	275	5	explanations	explanation	NOUN
fennia-3849	275	6	for	for	ADP
fennia-3849	275	7	this	this	PRON
fennia-3849	275	8	,	,	PUNCT
fennia-3849	275	9	such	such	ADJ
fennia-3849	275	10	as	as	ADP
fennia-3849	275	11	reductions	reduction	NOUN
fennia-3849	275	12	in	in	ADP
fennia-3849	275	13	the	the	DET
fennia-3849	275	14	number	number	NOUN
fennia-3849	275	15	of	of	ADP
fennia-3849	275	16	longer	long	ADV
fennia-3849	275	17	commuting	commute	VERB
fennia-3849	275	18	distances	distance	NOUN
fennia-3849	275	19	for	for	ADP
fennia-3849	275	20	reasons	reason	NOUN
fennia-3849	275	21	of	of	ADP
fennia-3849	275	22	demography	demography	NOUN
fennia-3849	275	23	and	and	CCONJ
fennia-3849	275	24	migration	migration	NOUN
fennia-3849	275	25	.	.	PUNCT
fennia-3849	276	1	population	population	NOUN
fennia-3849	276	2	change	change	NOUN
fennia-3849	276	3	and	and	CCONJ
fennia-3849	276	4	new	new	ADJ
fennia-3849	276	5	residential	residential	ADJ
fennia-3849	276	6	building	building	NOUN
fennia-3849	276	7	to	to	PART
fennia-3849	276	8	understand	understand	VERB
fennia-3849	276	9	the	the	DET
fennia-3849	276	10	socio	socio	NOUN
fennia-3849	276	11	-	-	PUNCT
fennia-3849	276	12	spatial	spatial	ADJ
fennia-3849	276	13	processes	process	NOUN
fennia-3849	276	14	associated	associate	VERB
fennia-3849	276	15	with	with	ADP
fennia-3849	276	16	the	the	DET
fennia-3849	276	17	hypothesis	hypothesis	NOUN
fennia-3849	276	18	further	far	ADV
fennia-3849	276	19	,	,	PUNCT
fennia-3849	276	20	we	we	PRON
fennia-3849	276	21	analysed	analyse	VERB
fennia-3849	276	22	the	the	DET
fennia-3849	276	23	importance	importance	NOUN
fennia-3849	276	24	of	of	ADP
fennia-3849	276	25	population	population	NOUN
fennia-3849	276	26	growth	growth	NOUN
fennia-3849	276	27	and	and	CCONJ
fennia-3849	276	28	housing	housing	NOUN
fennia-3849	276	29	construction	construction	NOUN
fennia-3849	276	30	for	for	ADP
fennia-3849	276	31	the	the	DET
fennia-3849	276	32	changes	change	NOUN
fennia-3849	276	33	in	in	ADP
fennia-3849	276	34	living	living	NOUN
fennia-3849	276	35	standards	standard	NOUN
fennia-3849	276	36	in	in	ADP
fennia-3849	276	37	the	the	DET
fennia-3849	276	38	postcode	postcode	NOUN
fennia-3849	276	39	areas	area	NOUN
fennia-3849	276	40	,	,	PUNCT
fennia-3849	276	41	in	in	ADP
fennia-3849	276	42	order	order	NOUN
fennia-3849	276	43	to	to	PART
fennia-3849	276	44	demonstrate	demonstrate	VERB
fennia-3849	276	45	the	the	DET
fennia-3849	276	46	role	role	NOUN
fennia-3849	276	47	of	of	ADP
fennia-3849	276	48	newcomers	newcomer	NOUN
fennia-3849	276	49	in	in	ADP
fennia-3849	276	50	diverging	diverge	VERB
fennia-3849	276	51	living	living	NOUN
fennia-3849	276	52	standards	standard	NOUN
fennia-3849	276	53	.	.	PUNCT
fennia-3849	277	1	the	the	DET
fennia-3849	277	2	impacts	impact	NOUN
fennia-3849	277	3	of	of	ADP
fennia-3849	277	4	the	the	DET
fennia-3849	277	5	10	10	NUM
fennia-3849	277	6	-	-	PUNCT
fennia-3849	277	7	year	year	NOUN
fennia-3849	277	8	change	change	NOUN
fennia-3849	277	9	in	in	ADP
fennia-3849	277	10	population	population	NOUN
fennia-3849	277	11	on	on	ADP
fennia-3849	277	12	the	the	DET
fennia-3849	277	13	10	10	NUM
fennia-3849	277	14	-	-	PUNCT
fennia-3849	277	15	year	year	NOUN
fennia-3849	277	16	differences	difference	NOUN
fennia-3849	277	17	in	in	ADP
fennia-3849	277	18	living	living	NOUN
fennia-3849	277	19	standards	standard	NOUN
fennia-3849	277	20	reveal	reveal	VERB
fennia-3849	277	21	that	that	SCONJ
fennia-3849	277	22	living	living	NOUN
fennia-3849	277	23	standards	standard	NOUN
fennia-3849	277	24	improved	improve	VERB
fennia-3849	277	25	in	in	ADP
fennia-3849	277	26	relative	relative	ADJ
fennia-3849	277	27	terms	term	NOUN
fennia-3849	277	28	in	in	ADP
fennia-3849	277	29	the	the	DET
fennia-3849	277	30	areas	area	NOUN
fennia-3849	277	31	where	where	SCONJ
fennia-3849	277	32	the	the	DET
fennia-3849	277	33	population	population	NOUN
fennia-3849	277	34	grew	grow	VERB
fennia-3849	277	35	,	,	PUNCT
fennia-3849	277	36	namely	namely	ADV
fennia-3849	277	37	in	in	ADP
fennia-3849	277	38	the	the	DET
fennia-3849	277	39	intermediate	intermediate	ADJ
fennia-3849	277	40	zone	zone	NOUN
fennia-3849	277	41	,	,	PUNCT
fennia-3849	277	42	and	and	CCONJ
fennia-3849	277	43	declined	decline	VERB
fennia-3849	277	44	most	most	ADV
fennia-3849	277	45	in	in	ADP
fennia-3849	277	46	the	the	DET
fennia-3849	277	47	central	central	ADJ
fennia-3849	277	48	district	district	NOUN
fennia-3849	277	49	(	(	PUNCT
fennia-3849	277	50	fig	fig	NOUN
fennia-3849	277	51	.	.	PUNCT
fennia-3849	278	1	4	4	NUM
fennia-3849	278	2	,	,	PUNCT
fennia-3849	278	3	bottom	bottom	NOUN
fennia-3849	278	4	left	left	ADJ
fennia-3849	278	5	)	)	PUNCT
fennia-3849	278	6	.	.	PUNCT
fennia-3849	279	1	the	the	DET
fennia-3849	279	2	most	most	ADV
fennia-3849	279	3	severe	severe	ADJ
fennia-3849	279	4	estimated	estimate	VERB
fennia-3849	279	5	downward	downward	ADJ
fennia-3849	279	6	impact	impact	NOUN
fennia-3849	279	7	,	,	PUNCT
fennia-3849	279	8	a	a	DET
fennia-3849	279	9	standardized	standardized	ADJ
fennia-3849	279	10	score	score	NOUN
fennia-3849	279	11	of	of	ADP
fennia-3849	279	12	–	–	PUNCT
fennia-3849	279	13	0.6	0.6	NUM
fennia-3849	279	14	,	,	PUNCT
fennia-3849	279	15	was	be	AUX
fennia-3849	279	16	recorded	record	VERB
fennia-3849	279	17	in	in	ADP
fennia-3849	279	18	the	the	DET
fennia-3849	279	19	postcode	postcode	NOUN
fennia-3849	279	20	areas	area	NOUN
fennia-3849	279	21	of	of	ADP
fennia-3849	279	22	the	the	DET
fennia-3849	279	23	city	city	NOUN
fennia-3849	279	24	,	,	PUNCT
fennia-3849	279	25	where	where	SCONJ
fennia-3849	279	26	zero	zero	NUM
fennia-3849	279	27	population	population	NOUN
fennia-3849	279	28	growth	growth	NOUN
fennia-3849	279	29	prevailed	prevail	VERB
fennia-3849	279	30	,	,	PUNCT
fennia-3849	279	31	while	while	SCONJ
fennia-3849	279	32	growth	growth	NOUN
fennia-3849	279	33	impacts	impact	NOUN
fennia-3849	279	34	peaked	peak	VERB
fennia-3849	279	35	in	in	ADP
fennia-3849	279	36	the	the	DET
fennia-3849	279	37	areas	area	NOUN
fennia-3849	279	38	located	locate	VERB
fennia-3849	279	39	in	in	ADP
fennia-3849	279	40	the	the	DET
fennia-3849	279	41	intermediate	intermediate	ADJ
fennia-3849	279	42	zone	zone	NOUN
fennia-3849	279	43	proximal	proximal	ADJ
fennia-3849	279	44	to	to	ADP
fennia-3849	279	45	the	the	DET
fennia-3849	279	46	outer	outer	ADJ
fennia-3849	279	47	zone	zone	NOUN
fennia-3849	279	48	,	,	PUNCT
fennia-3849	279	49	where	where	SCONJ
fennia-3849	279	50	the	the	DET
fennia-3849	279	51	population	population	NOUN
fennia-3849	279	52	increased	increase	VERB
fennia-3849	279	53	by	by	ADP
fennia-3849	279	54	30	30	NUM
fennia-3849	279	55	%	%	NOUN
fennia-3849	279	56	,	,	PUNCT
fennia-3849	279	57	having	have	VERB
fennia-3849	279	58	the	the	DET
fennia-3849	279	59	highest	high	ADJ
fennia-3849	279	60	impact	impact	NOUN
fennia-3849	279	61	on	on	ADP
fennia-3849	279	62	the	the	DET
fennia-3849	279	63	relative	relative	ADJ
fennia-3849	279	64	improvement	improvement	NOUN
fennia-3849	279	65	in	in	ADP
fennia-3849	279	66	living	living	NOUN
fennia-3849	279	67	standards	standard	NOUN
fennia-3849	279	68	.	.	PUNCT
fennia-3849	280	1	more	more	ADV
fennia-3849	280	2	affluent	affluent	ADJ
fennia-3849	280	3	migrants	migrant	NOUN
fennia-3849	280	4	from	from	ADP
fennia-3849	280	5	the	the	DET
fennia-3849	280	6	city	city	NOUN
fennia-3849	280	7	raised	raise	VERB
fennia-3849	280	8	standards	standard	NOUN
fennia-3849	280	9	in	in	ADP
fennia-3849	280	10	the	the	DET
fennia-3849	280	11	suburbs	suburb	NOUN
fennia-3849	280	12	and	and	CCONJ
fennia-3849	280	13	exurbs	exurb	NOUN
fennia-3849	280	14	,	,	PUNCT
fennia-3849	280	15	while	while	SCONJ
fennia-3849	280	16	out	out	NOUN
fennia-3849	280	17	-	-	PUNCT
fennia-3849	280	18	migration	migration	NOUN
fennia-3849	280	19	created	create	VERB
fennia-3849	280	20	a	a	DET
fennia-3849	280	21	backwash	backwash	NOUN
fennia-3849	280	22	effect	effect	NOUN
fennia-3849	280	23	in	in	ADP
fennia-3849	280	24	the	the	DET
fennia-3849	280	25	inner	inner	ADJ
fennia-3849	280	26	zone	zone	NOUN
fennia-3849	280	27	.	.	PUNCT
fennia-3849	281	1	affluence	affluence	NOUN
fennia-3849	281	2	was	be	AUX
fennia-3849	281	3	clearly	clearly	ADV
fennia-3849	281	4	diffusing	diffuse	VERB
fennia-3849	281	5	outwards	outward	NOUN
fennia-3849	281	6	across	across	ADP
fennia-3849	281	7	the	the	DET
fennia-3849	281	8	border	border	NOUN
fennia-3849	281	9	of	of	ADP
fennia-3849	281	10	the	the	DET
fennia-3849	281	11	outermost	outermost	ADJ
fennia-3849	281	12	zone	zone	NOUN
fennia-3849	281	13	,	,	PUNCT
fennia-3849	281	14	where	where	SCONJ
fennia-3849	281	15	the	the	DET
fennia-3849	281	16	population	population	NOUN
fennia-3849	281	17	grew	grow	VERB
fennia-3849	281	18	most	most	ADV
fennia-3849	281	19	.	.	PUNCT
fennia-3849	282	1	the	the	DET
fennia-3849	282	2	relative	relative	ADJ
fennia-3849	282	3	increase	increase	NOUN
fennia-3849	282	4	in	in	ADP
fennia-3849	282	5	living	living	NOUN
fennia-3849	282	6	standards	standard	NOUN
fennia-3849	282	7	was	be	AUX
fennia-3849	282	8	solely	solely	ADV
fennia-3849	282	9	contingent	contingent	ADJ
fennia-3849	282	10	upon	upon	SCONJ
fennia-3849	282	11	in	in	ADP
fennia-3849	282	12	-	-	PUNCT
fennia-3849	282	13	migration	migration	NOUN
fennia-3849	282	14	.	.	PUNCT
fennia-3849	283	1	distance	distance	NOUN
fennia-3849	283	2	penalties	penalty	NOUN
fennia-3849	283	3	pushed	push	VERB
fennia-3849	283	4	living	living	NOUN
fennia-3849	283	5	standards	standard	NOUN
fennia-3849	283	6	down	down	ADP
fennia-3849	283	7	in	in	ADP
fennia-3849	283	8	relative	relative	ADJ
fennia-3849	283	9	terms	term	NOUN
fennia-3849	283	10	in	in	ADP
fennia-3849	283	11	all	all	DET
fennia-3849	283	12	the	the	DET
fennia-3849	283	13	areas	area	NOUN
fennia-3849	283	14	beyond	beyond	ADP
fennia-3849	283	15	55	55	NUM
fennia-3849	283	16	km	km	NOUN
fennia-3849	283	17	from	from	ADP
fennia-3849	283	18	the	the	DET
fennia-3849	283	19	centre	centre	NOUN
fennia-3849	283	20	of	of	ADP
fennia-3849	283	21	joensuu	joensuu	NOUN
fennia-3849	283	22	regardless	regardless	ADV
fennia-3849	283	23	of	of	ADP
fennia-3849	283	24	their	their	PRON
fennia-3849	283	25	population	population	NOUN
fennia-3849	283	26	change	change	NOUN
fennia-3849	283	27	,	,	PUNCT
fennia-3849	283	28	but	but	CCONJ
fennia-3849	283	29	a	a	DET
fennia-3849	283	30	similar	similar	ADJ
fennia-3849	283	31	decline	decline	NOUN
fennia-3849	283	32	in	in	ADP
fennia-3849	283	33	living	living	NOUN
fennia-3849	283	34	standards	standard	NOUN
fennia-3849	283	35	was	be	AUX
fennia-3849	283	36	also	also	ADV
fennia-3849	283	37	noted	note	VERB
fennia-3849	283	38	in	in	ADP
fennia-3849	283	39	the	the	DET
fennia-3849	283	40	central	central	ADJ
fennia-3849	283	41	district	district	NOUN
fennia-3849	283	42	(	(	PUNCT
fennia-3849	283	43	fig	fig	NOUN
fennia-3849	283	44	.	.	PUNCT
fennia-3849	284	1	4	4	NUM
fennia-3849	284	2	,	,	PUNCT
fennia-3849	284	3	bottom	bottom	NOUN
fennia-3849	284	4	left	left	ADJ
fennia-3849	284	5	)	)	PUNCT
fennia-3849	284	6	.	.	PUNCT
fennia-3849	285	1	the	the	DET
fennia-3849	285	2	relative	relative	ADJ
fennia-3849	285	3	decline	decline	NOUN
fennia-3849	285	4	in	in	ADP
fennia-3849	285	5	living	live	VERB
fennia-3849	285	6	stan	stan	PROPN
fennia-3849	285	7	dards	dard	NOUN
fennia-3849	285	8	combined	combine	VERB
fennia-3849	285	9	with	with	ADP
fennia-3849	285	10	depopulation	depopulation	NOUN
fennia-3849	285	11	in	in	ADP
fennia-3849	285	12	the	the	DET
fennia-3849	285	13	more	more	ADV
fennia-3849	285	14	remote	remote	ADJ
fennia-3849	285	15	areas	area	NOUN
fennia-3849	285	16	levels	level	VERB
fennia-3849	285	17	off	off	ADP
fennia-3849	285	18	in	in	ADP
fennia-3849	285	19	the	the	DET
fennia-3849	285	20	places	place	NOUN
fennia-3849	285	21	where	where	SCONJ
fennia-3849	285	22	depopulation	depopulation	NOUN
fennia-3849	285	23	is	be	AUX
fennia-3849	285	24	worst	bad	ADJ
fennia-3849	285	25	(	(	PUNCT
fennia-3849	285	26	fig	fig	NOUN
fennia-3849	285	27	.	.	PUNCT
fennia-3849	286	1	4	4	NUM
fennia-3849	286	2	,	,	PUNCT
fennia-3849	286	3	bottom	bottom	NOUN
fennia-3849	286	4	left	left	ADJ
fennia-3849	286	5	)	)	PUNCT
fennia-3849	286	6	.	.	PUNCT
fennia-3849	287	1	these	these	DET
fennia-3849	287	2	most	most	ADV
fennia-3849	287	3	marginalized	marginalize	VERB
fennia-3849	287	4	areas	area	NOUN
fennia-3849	287	5	were	be	AUX
fennia-3849	287	6	not	not	PART
fennia-3849	287	7	especially	especially	ADV
fennia-3849	287	8	viable	viable	ADJ
fennia-3849	287	9	at	at	ADP
fennia-3849	287	10	the	the	DET
fennia-3849	287	11	beginning	beginning	NOUN
fennia-3849	287	12	of	of	ADP
fennia-3849	287	13	the	the	DET
fennia-3849	287	14	period	period	NOUN
fennia-3849	287	15	and	and	CCONJ
fennia-3849	287	16	had	have	AUX
fennia-3849	287	17	already	already	ADV
fennia-3849	287	18	reached	reach	VERB
fennia-3849	287	19	a	a	DET
fennia-3849	287	20	low	low	ADJ
fennia-3849	287	21	ebb	ebb	NOUN
fennia-3849	287	22	at	at	ADP
fennia-3849	287	23	which	which	PRON
fennia-3849	287	24	incomes	income	NOUN
fennia-3849	287	25	were	be	AUX
fennia-3849	287	26	dominated	dominate	VERB
fennia-3849	287	27	by	by	ADP
fennia-3849	287	28	low	low	ADJ
fennia-3849	287	29	wages	wage	NOUN
fennia-3849	287	30	and	and	CCONJ
fennia-3849	287	31	salaries	salary	NOUN
fennia-3849	287	32	,	,	PUNCT
fennia-3849	287	33	pensions	pension	NOUN
fennia-3849	287	34	and	and	CCONJ
fennia-3849	287	35	welfare	welfare	NOUN
fennia-3849	287	36	payments	payment	NOUN
fennia-3849	287	37	.	.	PUNCT
fennia-3849	288	1	in	in	ADP
fennia-3849	288	2	a	a	DET
fennia-3849	288	3	core	core	NOUN
fennia-3849	288	4	-	-	PUNCT
fennia-3849	288	5	periphery	periphery	NOUN
fennia-3849	288	6	setting	setting	NOUN
fennia-3849	288	7	,	,	PUNCT
fennia-3849	288	8	as	as	SCONJ
fennia-3849	288	9	studied	study	VERB
fennia-3849	288	10	here	here	ADV
fennia-3849	288	11	,	,	PUNCT
fennia-3849	288	12	a	a	DET
fennia-3849	288	13	decline	decline	NOUN
fennia-3849	288	14	of	of	ADP
fennia-3849	288	15	population	population	NOUN
fennia-3849	288	16	proves	prove	VERB
fennia-3849	288	17	to	to	PART
fennia-3849	288	18	be	be	AUX
fennia-3849	288	19	a	a	DET
fennia-3849	288	20	sign	sign	NOUN
fennia-3849	288	21	of	of	ADP
fennia-3849	288	22	relative	relative	ADJ
fennia-3849	288	23	deterioration	deterioration	NOUN
fennia-3849	288	24	in	in	ADP
fennia-3849	288	25	living	living	NOUN
fennia-3849	288	26	standards	standard	NOUN
fennia-3849	288	27	everywhere	everywhere	ADV
fennia-3849	288	28	,	,	PUNCT
fennia-3849	288	29	while	while	SCONJ
fennia-3849	288	30	population	population	NOUN
fennia-3849	288	31	growth	growth	NOUN
fennia-3849	288	32	in	in	ADP
fennia-3849	288	33	suburbs	suburb	NOUN
fennia-3849	288	34	and	and	CCONJ
fennia-3849	288	35	exurbs	exurb	NOUN
fennia-3849	288	36	usually	usually	ADV
fennia-3849	288	37	means	mean	VERB
fennia-3849	288	38	a	a	DET
fennia-3849	288	39	rise	rise	NOUN
fennia-3849	288	40	in	in	ADP
fennia-3849	288	41	wealth	wealth	NOUN
fennia-3849	288	42	due	due	ADP
fennia-3849	288	43	to	to	ADP
fennia-3849	288	44	an	an	DET
fennia-3849	288	45	influx	influx	NOUN
fennia-3849	288	46	of	of	ADP
fennia-3849	288	47	better	well	ADJ
fennia-3849	288	48	-	-	PUNCT
fennia-3849	288	49	off	off	ADP
fennia-3849	288	50	migrants	migrant	NOUN
fennia-3849	288	51	.	.	PUNCT
fennia-3849	289	1	in	in	ADP
fennia-3849	289	2	this	this	DET
fennia-3849	289	3	case	case	NOUN
fennia-3849	289	4	,	,	PUNCT
fennia-3849	289	5	however	however	ADV
fennia-3849	289	6	,	,	PUNCT
fennia-3849	289	7	the	the	DET
fennia-3849	289	8	central	central	ADJ
fennia-3849	289	9	district	district	NOUN
fennia-3849	289	10	lost	lose	VERB
fennia-3849	289	11	its	its	PRON
fennia-3849	289	12	relative	relative	ADJ
fennia-3849	289	13	living	living	NOUN
fennia-3849	289	14	standard	standard	NOUN
fennia-3849	289	15	independently	independently	ADV
fennia-3849	289	16	of	of	ADP
fennia-3849	289	17	population	population	NOUN
fennia-3849	289	18	growth	growth	NOUN
fennia-3849	289	19	.	.	PUNCT
fennia-3849	290	1	the	the	DET
fennia-3849	290	2	main	main	ADJ
fennia-3849	290	3	analysis	analysis	NOUN
fennia-3849	290	4	of	of	ADP
fennia-3849	290	5	population	population	NOUN
fennia-3849	290	6	change	change	NOUN
fennia-3849	290	7	is	be	AUX
fennia-3849	290	8	indicative	indicative	ADJ
fennia-3849	290	9	of	of	ADP
fennia-3849	290	10	the	the	DET
fennia-3849	290	11	importance	importance	NOUN
fennia-3849	290	12	of	of	ADP
fennia-3849	290	13	the	the	DET
fennia-3849	290	14	underlying	underlying	ADJ
fennia-3849	290	15	mechanisms	mechanism	NOUN
fennia-3849	290	16	related	relate	VERB
fennia-3849	290	17	to	to	ADP
fennia-3849	290	18	migration	migration	NOUN
fennia-3849	290	19	,	,	PUNCT
fennia-3849	290	20	with	with	ADP
fennia-3849	290	21	residential	residential	ADJ
fennia-3849	290	22	preferences	preference	NOUN
fennia-3849	290	23	and	and	CCONJ
fennia-3849	290	24	demography	demography	NOUN
fennia-3849	290	25	acting	act	VERB
fennia-3849	290	26	as	as	ADP
fennia-3849	290	27	stimuli	stimulus	NOUN
fennia-3849	290	28	for	for	ADP
fennia-3849	290	29	changes	change	NOUN
fennia-3849	290	30	in	in	ADP
fennia-3849	290	31	living	living	NOUN
fennia-3849	290	32	standards	standard	NOUN
fennia-3849	290	33	.	.	PUNCT
fennia-3849	291	1	all	all	DET
fennia-3849	291	2	these	these	DET
fennia-3849	291	3	factors	factor	NOUN
fennia-3849	291	4	are	be	AUX
fennia-3849	291	5	sensitive	sensitive	ADJ
fennia-3849	291	6	to	to	ADP
fennia-3849	291	7	distance	distance	NOUN
fennia-3849	291	8	.	.	PUNCT
fennia-3849	292	1	the	the	DET
fennia-3849	292	2	newest	new	ADJ
fennia-3849	292	3	residential	residential	ADJ
fennia-3849	292	4	areas	area	NOUN
fennia-3849	292	5	are	be	AUX
fennia-3849	292	6	located	locate	VERB
fennia-3849	292	7	in	in	ADP
fennia-3849	292	8	the	the	DET
fennia-3849	292	9	intermediate	intermediate	ADJ
fennia-3849	292	10	zone	zone	NOUN
fennia-3849	292	11	,	,	PUNCT
fennia-3849	292	12	and	and	CCONJ
fennia-3849	292	13	growing	grow	VERB
fennia-3849	292	14	living	living	NOUN
fennia-3849	292	15	standards	standard	NOUN
fennia-3849	292	16	are	be	AUX
fennia-3849	292	17	focused	focus	VERB
fennia-3849	292	18	on	on	ADP
fennia-3849	292	19	those	those	DET
fennia-3849	292	20	neighbourhoods	neighbourhood	NOUN
fennia-3849	292	21	where	where	SCONJ
fennia-3849	292	22	more	more	ADJ
fennia-3849	292	23	than	than	ADP
fennia-3849	292	24	15	15	NUM
fennia-3849	292	25	%	%	NOUN
fennia-3849	292	26	of	of	ADP
fennia-3849	292	27	the	the	DET
fennia-3849	292	28	housing	housing	NOUN
fennia-3849	292	29	had	have	AUX
fennia-3849	292	30	been	be	AUX
fennia-3849	292	31	constructed	construct	VERB
fennia-3849	292	32	affig	affig	NOUN
fennia-3849	292	33	.	.	PUNCT
fennia-3849	293	1	4	4	X
fennia-3849	293	2	.	.	X
fennia-3849	293	3	non	non	ADJ
fennia-3849	293	4	-	-	ADJ
fennia-3849	293	5	parametric	parametric	ADJ
fennia-3849	293	6	regression	regression	NOUN
fennia-3849	293	7	for	for	ADP
fennia-3849	293	8	changes	change	NOUN
fennia-3849	293	9	in	in	ADP
fennia-3849	293	10	living	living	NOUN
fennia-3849	293	11	standards	standard	NOUN
fennia-3849	293	12	by	by	ADP
fennia-3849	293	13	postcode	postcode	NOUN
fennia-3849	293	14	area	area	NOUN
fennia-3849	293	15	,	,	PUNCT
fennia-3849	293	16	1993−2003	1993−2003	NUM
fennia-3849	293	17	.	.	PUNCT
fennia-3849	293	18	standardized	standardize	VERB
fennia-3849	293	19	pca	pca	PROPN
fennia-3849	293	20	scores	score	NOUN
fennia-3849	293	21	for	for	ADP
fennia-3849	293	22	change	change	NOUN
fennia-3849	293	23	are	be	AUX
fennia-3849	293	24	simultaneously	simultaneously	ADV
fennia-3849	293	25	explained	explain	VERB
fennia-3849	293	26	by	by	ADP
fennia-3849	293	27	road	road	NOUN
fennia-3849	293	28	distance	distance	NOUN
fennia-3849	293	29	from	from	ADP
fennia-3849	293	30	joensuu	joensuu	NOUN
fennia-3849	293	31	market	market	NOUN
fennia-3849	293	32	place	place	NOUN
fennia-3849	293	33	and	and	CCONJ
fennia-3849	293	34	distance	distance	NOUN
fennia-3849	293	35	from	from	ADP
fennia-3849	293	36	one	one	NUM
fennia-3849	293	37	’s	’s	PART
fennia-3849	293	38	workplace	workplace	NOUN
fennia-3849	293	39	,	,	PUNCT
fennia-3849	293	40	changes	change	NOUN
fennia-3849	293	41	in	in	ADP
fennia-3849	293	42	commuting	commute	VERB
fennia-3849	293	43	distance	distance	NOUN
fennia-3849	293	44	from	from	ADP
fennia-3849	293	45	1993	1993	NUM
fennia-3849	293	46	to	to	ADP
fennia-3849	293	47	2003	2003	NUM
fennia-3849	293	48	,	,	PUNCT
fennia-3849	293	49	changes	change	NOUN
fennia-3849	293	50	in	in	ADP
fennia-3849	293	51	the	the	DET
fennia-3849	293	52	numbers	number	NOUN
fennia-3849	293	53	of	of	ADP
fennia-3849	293	54	inhabitants	inhabitant	NOUN
fennia-3849	293	55	from	from	ADP
fennia-3849	293	56	1993	1993	NUM
fennia-3849	293	57	to	to	ADP
fennia-3849	293	58	2003	2003	NUM
fennia-3849	293	59	and	and	CCONJ
fennia-3849	293	60	proportions	proportion	NOUN
fennia-3849	293	61	of	of	ADP
fennia-3849	293	62	housing	housing	NOUN
fennia-3849	293	63	built	build	VERB
fennia-3849	293	64	after	after	ADP
fennia-3849	293	65	1991	1991	NUM
fennia-3849	293	66	.	.	PUNCT
fennia-3849	294	1	λ=15	λ=15	PROPN
fennia-3849	294	2	km	km	PROPN
fennia-3849	294	3	.	.	PUNCT
fennia-3849	295	1	fennia	fennia	PROPN
fennia-3849	295	2	189	189	NUM
fennia-3849	295	3	:	:	SYM
fennia-3849	295	4	2	2	NUM
fennia-3849	295	5	(	(	PUNCT
fennia-3849	295	6	2011	2011	NUM
fennia-3849	295	7	)	)	PUNCT
fennia-3849	295	8	59spatial	59spatial	NUM
fennia-3849	295	9	divergence	divergence	NOUN
fennia-3849	295	10	in	in	ADP
fennia-3849	295	11	living	living	NOUN
fennia-3849	295	12	standards	standard	NOUN
fennia-3849	295	13	during	during	ADP
fennia-3849	295	14	an	an	DET
fennia-3849	295	15	economic	economic	ADJ
fennia-3849	295	16	…	…	PUNCT
fennia-3849	295	17	ter	ter	NOUN
fennia-3849	295	18	1991	1991	NUM
fennia-3849	295	19	(	(	PUNCT
fennia-3849	295	20	fig	fig	NOUN
fennia-3849	295	21	.	.	PUNCT
fennia-3849	296	1	4	4	NUM
fennia-3849	296	2	,	,	PUNCT
fennia-3849	296	3	bottom	bottom	ADJ
fennia-3849	296	4	right	right	NOUN
fennia-3849	296	5	)	)	PUNCT
fennia-3849	296	6	.	.	PUNCT
fennia-3849	297	1	these	these	DET
fennia-3849	297	2	relatively	relatively	ADV
fennia-3849	297	3	new	new	ADJ
fennia-3849	297	4	areas	area	NOUN
fennia-3849	297	5	contained	contain	VERB
fennia-3849	297	6	mostly	mostly	ADV
fennia-3849	297	7	families	family	NOUN
fennia-3849	297	8	of	of	ADP
fennia-3849	297	9	wage	wage	NOUN
fennia-3849	297	10	and	and	CCONJ
fennia-3849	297	11	salary	salary	NOUN
fennia-3849	297	12	earners	earner	NOUN
fennia-3849	297	13	with	with	ADP
fennia-3849	297	14	high	high	ADJ
fennia-3849	297	15	enough	enough	ADJ
fennia-3849	297	16	incomes	income	NOUN
fennia-3849	297	17	to	to	PART
fennia-3849	297	18	buy	buy	VERB
fennia-3849	297	19	or	or	CCONJ
fennia-3849	297	20	build	build	VERB
fennia-3849	297	21	a	a	DET
fennia-3849	297	22	detached	detach	VERB
fennia-3849	297	23	house	house	NOUN
fennia-3849	297	24	in	in	ADP
fennia-3849	297	25	a	a	DET
fennia-3849	297	26	suburban	suburban	ADJ
fennia-3849	297	27	and	and	CCONJ
fennia-3849	297	28	exurban	exurban	ADJ
fennia-3849	297	29	environment	environment	NOUN
fennia-3849	297	30	and	and	CCONJ
fennia-3849	297	31	commute	commute	VERB
fennia-3849	297	32	to	to	ADP
fennia-3849	297	33	work	work	NOUN
fennia-3849	297	34	.	.	PUNCT
fennia-3849	298	1	in	in	ADP
fennia-3849	298	2	general	general	ADJ
fennia-3849	298	3	,	,	PUNCT
fennia-3849	298	4	the	the	PRON
fennia-3849	298	5	newer	new	ADJ
fennia-3849	298	6	the	the	DET
fennia-3849	298	7	houses	house	NOUN
fennia-3849	298	8	are	be	AUX
fennia-3849	298	9	the	the	PRON
fennia-3849	298	10	better	well	ADJ
fennia-3849	298	11	the	the	DET
fennia-3849	298	12	standards	standard	NOUN
fennia-3849	298	13	of	of	ADP
fennia-3849	298	14	living	living	NOUN
fennia-3849	298	15	.	.	PUNCT
fennia-3849	299	1	an	an	DET
fennia-3849	299	2	exception	exception	NOUN
fennia-3849	299	3	to	to	ADP
fennia-3849	299	4	this	this	PRON
fennia-3849	299	5	was	be	AUX
fennia-3849	299	6	provided	provide	VERB
fennia-3849	299	7	by	by	ADP
fennia-3849	299	8	one	one	NUM
fennia-3849	299	9	of	of	ADP
fennia-3849	299	10	the	the	DET
fennia-3849	299	11	newest	new	ADJ
fennia-3849	299	12	areas	area	NOUN
fennia-3849	299	13	located	locate	VERB
fennia-3849	299	14	in	in	ADP
fennia-3849	299	15	the	the	DET
fennia-3849	299	16	central	central	ADJ
fennia-3849	299	17	district	district	NOUN
fennia-3849	299	18	,	,	PUNCT
fennia-3849	299	19	which	which	PRON
fennia-3849	299	20	had	have	VERB
fennia-3849	299	21	no	no	DET
fennia-3849	299	22	such	such	ADJ
fennia-3849	299	23	experience	experience	NOUN
fennia-3849	299	24	of	of	ADP
fennia-3849	299	25	growth	growth	NOUN
fennia-3849	299	26	,	,	PUNCT
fennia-3849	299	27	pointing	point	VERB
fennia-3849	299	28	to	to	ADP
fennia-3849	299	29	a	a	DET
fennia-3849	299	30	more	more	ADJ
fennia-3849	299	31	equalizing	equalizing	NOUN
fennia-3849	299	32	form	form	NOUN
fennia-3849	299	33	of	of	ADP
fennia-3849	299	34	town	town	NOUN
fennia-3849	299	35	planning	planning	NOUN
fennia-3849	299	36	in	in	ADP
fennia-3849	299	37	this	this	DET
fennia-3849	299	38	case	case	NOUN
fennia-3849	299	39	.	.	PUNCT
fennia-3849	300	1	as	as	ADP
fennia-3849	300	2	the	the	DET
fennia-3849	300	3	proportion	proportion	NOUN
fennia-3849	300	4	of	of	ADP
fennia-3849	300	5	houses	house	NOUN
fennia-3849	300	6	built	build	VERB
fennia-3849	300	7	after	after	ADP
fennia-3849	300	8	1991	1991	NUM
fennia-3849	300	9	in	in	ADP
fennia-3849	300	10	the	the	DET
fennia-3849	300	11	outermost	outermost	ADJ
fennia-3849	300	12	zone	zone	NOUN
fennia-3849	300	13	varied	varied	ADJ
fennia-3849	300	14	from	from	ADP
fennia-3849	300	15	a	a	DET
fennia-3849	300	16	few	few	ADJ
fennia-3849	300	17	to	to	ADP
fennia-3849	300	18	as	as	ADV
fennia-3849	300	19	many	many	ADJ
fennia-3849	300	20	as	as	ADP
fennia-3849	300	21	10	10	NUM
fennia-3849	300	22	%	%	NOUN
fennia-3849	300	23	or	or	CCONJ
fennia-3849	300	24	more	more	ADJ
fennia-3849	300	25	,	,	PUNCT
fennia-3849	300	26	some	some	DET
fennia-3849	300	27	replacement	replacement	NOUN
fennia-3849	300	28	and	and	CCONJ
fennia-3849	300	29	rebuilding	rebuilding	NOUN
fennia-3849	300	30	had	have	AUX
fennia-3849	300	31	evidently	evidently	ADV
fennia-3849	300	32	taken	take	VERB
fennia-3849	300	33	place	place	NOUN
fennia-3849	300	34	there	there	ADV
fennia-3849	300	35	.	.	PUNCT
fennia-3849	301	1	as	as	SCONJ
fennia-3849	301	2	expected	expect	VERB
fennia-3849	301	3	,	,	PUNCT
fennia-3849	301	4	new	new	ADJ
fennia-3849	301	5	houses	house	NOUN
fennia-3849	301	6	are	be	AUX
fennia-3849	301	7	a	a	DET
fennia-3849	301	8	relatively	relatively	ADV
fennia-3849	301	9	good	good	ADJ
fennia-3849	301	10	indicator	indicator	NOUN
fennia-3849	301	11	of	of	ADP
fennia-3849	301	12	changing	change	VERB
fennia-3849	301	13	living	living	NOUN
fennia-3849	301	14	standards	standard	NOUN
fennia-3849	301	15	,	,	PUNCT
fennia-3849	301	16	in	in	ADP
fennia-3849	301	17	this	this	DET
fennia-3849	301	18	case	case	NOUN
fennia-3849	301	19	depicting	depict	VERB
fennia-3849	301	20	urban	urban	ADJ
fennia-3849	301	21	sprawl	sprawl	NOUN
fennia-3849	301	22	and	and	CCONJ
fennia-3849	301	23	the	the	DET
fennia-3849	301	24	restructuring	restructuring	NOUN
fennia-3849	301	25	of	of	ADP
fennia-3849	301	26	rural	rural	ADJ
fennia-3849	301	27	settlements	settlement	NOUN
fennia-3849	301	28	.	.	PUNCT
fennia-3849	302	1	conclusions	conclusion	NOUN
fennia-3849	302	2	from	from	ADP
fennia-3849	302	3	the	the	DET
fennia-3849	302	4	analyses	analysis	NOUN
fennia-3849	302	5	our	our	PRON
fennia-3849	302	6	hypothesis	hypothesis	NOUN
fennia-3849	302	7	stated	state	VERB
fennia-3849	302	8	that	that	SCONJ
fennia-3849	302	9	a	a	DET
fennia-3849	302	10	divergence	divergence	NOUN
fennia-3849	302	11	in	in	ADP
fennia-3849	302	12	living	living	NOUN
fennia-3849	302	13	standard	standard	NOUN
fennia-3849	302	14	happens	happen	VERB
fennia-3849	302	15	because	because	SCONJ
fennia-3849	302	16	new	new	ADJ
fennia-3849	302	17	,	,	PUNCT
fennia-3849	302	18	mostly	mostly	ADV
fennia-3849	302	19	technology	technology	NOUN
fennia-3849	302	20	-	-	PUNCT
fennia-3849	302	21	driven	drive	VERB
fennia-3849	302	22	,	,	PUNCT
fennia-3849	302	23	constructed	construct	VERB
fennia-3849	302	24	advantages	advantage	NOUN
fennia-3849	302	25	are	be	AUX
fennia-3849	302	26	tied	tie	VERB
fennia-3849	302	27	to	to	ADP
fennia-3849	302	28	geographical	geographical	ADJ
fennia-3849	302	29	proximity	proximity	NOUN
fennia-3849	302	30	.	.	PUNCT
fennia-3849	303	1	this	this	DET
fennia-3849	303	2	statement	statement	NOUN
fennia-3849	303	3	did	do	AUX
fennia-3849	303	4	not	not	PART
fennia-3849	303	5	prove	prove	VERB
fennia-3849	303	6	to	to	PART
fennia-3849	303	7	be	be	AUX
fennia-3849	303	8	literally	literally	ADV
fennia-3849	303	9	true	true	ADJ
fennia-3849	303	10	when	when	SCONJ
fennia-3849	303	11	we	we	PRON
fennia-3849	303	12	compared	compare	VERB
fennia-3849	303	13	changes	change	NOUN
fennia-3849	303	14	in	in	ADP
fennia-3849	303	15	living	living	NOUN
fennia-3849	303	16	standards	standard	NOUN
fennia-3849	303	17	between	between	ADP
fennia-3849	303	18	the	the	DET
fennia-3849	303	19	central	central	ADJ
fennia-3849	303	20	district	district	NOUN
fennia-3849	303	21	and	and	CCONJ
fennia-3849	303	22	the	the	DET
fennia-3849	303	23	extreme	extreme	ADJ
fennia-3849	303	24	peripheries	periphery	NOUN
fennia-3849	303	25	,	,	PUNCT
fennia-3849	303	26	however	however	ADV
fennia-3849	303	27	.	.	PUNCT
fennia-3849	304	1	these	these	DET
fennia-3849	304	2	two	two	NUM
fennia-3849	304	3	area	area	NOUN
fennia-3849	304	4	classes	class	NOUN
fennia-3849	304	5	have	have	AUX
fennia-3849	304	6	converged	converge	VERB
fennia-3849	304	7	,	,	PUNCT
fennia-3849	304	8	but	but	CCONJ
fennia-3849	304	9	the	the	DET
fennia-3849	304	10	comparison	comparison	NOUN
fennia-3849	304	11	of	of	ADP
fennia-3849	304	12	development	development	NOUN
fennia-3849	304	13	between	between	ADP
fennia-3849	304	14	the	the	DET
fennia-3849	304	15	commuter	commuter	NOUN
fennia-3849	304	16	belt	belt	NOUN
fennia-3849	304	17	and	and	CCONJ
fennia-3849	304	18	the	the	DET
fennia-3849	304	19	hinterland	hinterland	NOUN
fennia-3849	304	20	is	be	AUX
fennia-3849	304	21	in	in	ADP
fennia-3849	304	22	accordance	accordance	NOUN
fennia-3849	304	23	with	with	ADP
fennia-3849	304	24	our	our	PRON
fennia-3849	304	25	hypothesis	hypothesis	NOUN
fennia-3849	304	26	.	.	PUNCT
fennia-3849	305	1	hence	hence	ADV
fennia-3849	305	2	,	,	PUNCT
fennia-3849	305	3	urban	urban	ADJ
fennia-3849	305	4	sprawl	sprawl	NOUN
fennia-3849	305	5	had	have	VERB
fennia-3849	305	6	to	to	PART
fennia-3849	305	7	be	be	AUX
fennia-3849	305	8	taken	take	VERB
fennia-3849	305	9	into	into	ADP
fennia-3849	305	10	account	account	NOUN
fennia-3849	305	11	if	if	SCONJ
fennia-3849	305	12	one	one	PRON
fennia-3849	305	13	is	be	AUX
fennia-3849	305	14	attempting	attempt	VERB
fennia-3849	305	15	to	to	PART
fennia-3849	305	16	interpret	interpret	VERB
fennia-3849	305	17	diverging	diverge	VERB
fennia-3849	305	18	living	living	NOUN
fennia-3849	305	19	standards	standard	NOUN
fennia-3849	305	20	in	in	ADP
fennia-3849	305	21	the	the	DET
fennia-3849	305	22	context	context	NOUN
fennia-3849	305	23	of	of	ADP
fennia-3849	305	24	krugmanian	krugmanian	ADJ
fennia-3849	305	25	economics	economic	NOUN
fennia-3849	305	26	.	.	PUNCT
fennia-3849	306	1	the	the	DET
fennia-3849	306	2	hinterland	hinterland	NOUN
fennia-3849	306	3	of	of	ADP
fennia-3849	306	4	north	north	PROPN
fennia-3849	306	5	karelia	karelia	PROPN
fennia-3849	306	6	was	be	AUX
fennia-3849	306	7	inferior	inferior	ADJ
fennia-3849	306	8	to	to	ADP
fennia-3849	306	9	the	the	DET
fennia-3849	306	10	provincial	provincial	ADJ
fennia-3849	306	11	core	core	NOUN
fennia-3849	306	12	region	region	NOUN
fennia-3849	306	13	in	in	ADP
fennia-3849	306	14	terms	term	NOUN
fennia-3849	306	15	of	of	ADP
fennia-3849	306	16	most	most	ADJ
fennia-3849	306	17	development	development	NOUN
fennia-3849	306	18	indices	index	NOUN
fennia-3849	306	19	.	.	PUNCT
fennia-3849	307	1	on	on	ADP
fennia-3849	307	2	a	a	DET
fennia-3849	307	3	sub	sub	ADJ
fennia-3849	307	4	-	-	ADJ
fennia-3849	307	5	regional	regional	ADJ
fennia-3849	307	6	scale	scale	NOUN
fennia-3849	307	7	,	,	PUNCT
fennia-3849	307	8	the	the	DET
fennia-3849	307	9	strongest	strong	ADJ
fennia-3849	307	10	divergence	divergence	NOUN
fennia-3849	307	11	has	have	AUX
fennia-3849	307	12	taken	take	VERB
fennia-3849	307	13	place	place	NOUN
fennia-3849	307	14	between	between	ADP
fennia-3849	307	15	the	the	DET
fennia-3849	307	16	central	central	ADJ
fennia-3849	307	17	district	district	NOUN
fennia-3849	307	18	and	and	CCONJ
fennia-3849	307	19	the	the	DET
fennia-3849	307	20	commuter	commuter	NOUN
fennia-3849	307	21	belt	belt	NOUN
fennia-3849	307	22	,	,	PUNCT
fennia-3849	307	23	as	as	ADP
fennia-3849	307	24	a	a	DET
fennia-3849	307	25	result	result	NOUN
fennia-3849	307	26	of	of	ADP
fennia-3849	307	27	short	short	ADJ
fennia-3849	307	28	-	-	PUNCT
fennia-3849	307	29	distance	distance	NOUN
fennia-3849	307	30	migration	migration	NOUN
fennia-3849	307	31	.	.	PUNCT
fennia-3849	308	1	as	as	SCONJ
fennia-3849	308	2	predicted	predict	VERB
fennia-3849	308	3	by	by	ADP
fennia-3849	308	4	our	our	PRON
fennia-3849	308	5	hypothesis	hypothesis	NOUN
fennia-3849	308	6	,	,	PUNCT
fennia-3849	308	7	the	the	DET
fennia-3849	308	8	remote	remote	ADJ
fennia-3849	308	9	industrial	industrial	ADJ
fennia-3849	308	10	towns	town	NOUN
fennia-3849	308	11	and	and	CCONJ
fennia-3849	308	12	municipal	municipal	ADJ
fennia-3849	308	13	centres	centre	NOUN
fennia-3849	308	14	lost	lose	VERB
fennia-3849	308	15	ground	ground	NOUN
fennia-3849	308	16	relative	relative	ADJ
fennia-3849	308	17	to	to	ADP
fennia-3849	308	18	the	the	DET
fennia-3849	308	19	suburbs	suburb	NOUN
fennia-3849	308	20	and	and	CCONJ
fennia-3849	308	21	exurbs	exurb	NOUN
fennia-3849	308	22	of	of	ADP
fennia-3849	308	23	the	the	DET
fennia-3849	308	24	provincial	provincial	ADJ
fennia-3849	308	25	centre	centre	NOUN
fennia-3849	308	26	and	and	CCONJ
fennia-3849	308	27	its	its	PRON
fennia-3849	308	28	commuter	commuter	NOUN
fennia-3849	308	29	belt	belt	NOUN
fennia-3849	308	30	.	.	PUNCT
fennia-3849	309	1	in	in	ADP
fennia-3849	309	2	order	order	NOUN
fennia-3849	309	3	to	to	PART
fennia-3849	309	4	consider	consider	VERB
fennia-3849	309	5	the	the	DET
fennia-3849	309	6	results	result	NOUN
fennia-3849	309	7	more	more	ADV
fennia-3849	309	8	profoundly	profoundly	ADV
fennia-3849	309	9	we	we	PRON
fennia-3849	309	10	analysed	analyse	VERB
fennia-3849	309	11	changes	change	NOUN
fennia-3849	309	12	in	in	ADP
fennia-3849	309	13	the	the	DET
fennia-3849	309	14	living	living	NOUN
fennia-3849	309	15	standards	standard	NOUN
fennia-3849	309	16	in	in	ADP
fennia-3849	309	17	terms	term	NOUN
fennia-3849	309	18	of	of	ADP
fennia-3849	309	19	four	four	NUM
fennia-3849	309	20	variables	variable	NOUN
fennia-3849	309	21	.	.	PUNCT
fennia-3849	310	1	to	to	PART
fennia-3849	310	2	begin	begin	VERB
fennia-3849	310	3	with	with	ADP
fennia-3849	310	4	,	,	PUNCT
fennia-3849	310	5	we	we	PRON
fennia-3849	310	6	raised	raise	VERB
fennia-3849	310	7	the	the	DET
fennia-3849	310	8	question	question	NOUN
fennia-3849	310	9	of	of	ADP
fennia-3849	310	10	the	the	DET
fennia-3849	310	11	importance	importance	NOUN
fennia-3849	310	12	of	of	ADP
fennia-3849	310	13	commuting	commuting	NOUN
fennia-3849	310	14	and	and	CCONJ
fennia-3849	310	15	its	its	PRON
fennia-3849	310	16	development	development	NOUN
fennia-3849	310	17	for	for	ADP
fennia-3849	310	18	living	living	NOUN
fennia-3849	310	19	standards	standard	NOUN
fennia-3849	310	20	in	in	ADP
fennia-3849	310	21	different	different	ADJ
fennia-3849	310	22	locations	location	NOUN
fennia-3849	310	23	.	.	PUNCT
fennia-3849	311	1	commuters	commuter	NOUN
fennia-3849	311	2	were	be	AUX
fennia-3849	311	3	better	well	ADJ
fennia-3849	311	4	-	-	PUNCT
fennia-3849	311	5	off	off	NOUN
fennia-3849	311	6	than	than	ADP
fennia-3849	311	7	the	the	DET
fennia-3849	311	8	people	people	NOUN
fennia-3849	311	9	working	work	VERB
fennia-3849	311	10	locally	locally	ADV
fennia-3849	311	11	,	,	PUNCT
fennia-3849	311	12	and	and	CCONJ
fennia-3849	311	13	the	the	DET
fennia-3849	311	14	effect	effect	NOUN
fennia-3849	311	15	was	be	AUX
fennia-3849	311	16	most	most	ADV
fennia-3849	311	17	pronounced	pronounce	VERB
fennia-3849	311	18	in	in	ADP
fennia-3849	311	19	the	the	DET
fennia-3849	311	20	commuter	commuter	NOUN
fennia-3849	311	21	belt	belt	NOUN
fennia-3849	311	22	as	as	SCONJ
fennia-3849	311	23	commuting	commute	VERB
fennia-3849	311	24	expanded	expand	VERB
fennia-3849	311	25	to	to	ADP
fennia-3849	311	26	new	new	ADJ
fennia-3849	311	27	areas	area	NOUN
fennia-3849	311	28	in	in	ADP
fennia-3849	311	29	the	the	DET
fennia-3849	311	30	intermediate	intermediate	ADJ
fennia-3849	311	31	zone	zone	NOUN
fennia-3849	311	32	,	,	PUNCT
fennia-3849	311	33	and	and	CCONJ
fennia-3849	311	34	it	it	PRON
fennia-3849	311	35	was	be	AUX
fennia-3849	311	36	here	here	ADV
fennia-3849	311	37	that	that	SCONJ
fennia-3849	311	38	the	the	DET
fennia-3849	311	39	spatial	spatial	ADJ
fennia-3849	311	40	pattern	pattern	NOUN
fennia-3849	311	41	of	of	ADP
fennia-3849	311	42	living	living	NOUN
fennia-3849	311	43	standards	standard	NOUN
fennia-3849	311	44	changed	change	VERB
fennia-3849	311	45	radically	radically	ADV
fennia-3849	311	46	.	.	PUNCT
fennia-3849	312	1	outside	outside	ADP
fennia-3849	312	2	the	the	DET
fennia-3849	312	3	joensuu	joensuu	PROPN
fennia-3849	312	4	commuter	commuter	NOUN
fennia-3849	312	5	belt	belt	NOUN
fennia-3849	312	6	there	there	ADV
fennia-3849	312	7	was	be	VERB
fennia-3849	312	8	a	a	DET
fennia-3849	312	9	decline	decline	NOUN
fennia-3849	312	10	in	in	ADP
fennia-3849	312	11	standards	standard	NOUN
fennia-3849	312	12	of	of	ADP
fennia-3849	312	13	living	live	VERB
fennia-3849	312	14	among	among	ADP
fennia-3849	312	15	people	people	NOUN
fennia-3849	312	16	who	who	PRON
fennia-3849	312	17	had	have	VERB
fennia-3849	312	18	a	a	DET
fennia-3849	312	19	middle	middle	ADJ
fennia-3849	312	20	-	-	PUNCT
fennia-3849	312	21	range	range	NOUN
fennia-3849	312	22	commuting	commuting	NOUN
fennia-3849	312	23	distance	distance	NOUN
fennia-3849	312	24	.	.	PUNCT
fennia-3849	313	1	the	the	DET
fennia-3849	313	2	change	change	NOUN
fennia-3849	313	3	in	in	ADP
fennia-3849	313	4	commuting	commuting	NOUN
fennia-3849	313	5	distance	distance	NOUN
fennia-3849	313	6	was	be	AUX
fennia-3849	313	7	bifurcated	bifurcate	VERB
fennia-3849	313	8	,	,	PUNCT
fennia-3849	313	9	however	however	ADV
fennia-3849	313	10	,	,	PUNCT
fennia-3849	313	11	as	as	SCONJ
fennia-3849	313	12	both	both	CCONJ
fennia-3849	313	13	an	an	DET
fennia-3849	313	14	increase	increase	NOUN
fennia-3849	313	15	and	and	CCONJ
fennia-3849	313	16	a	a	DET
fennia-3849	313	17	decrease	decrease	NOUN
fennia-3849	313	18	increased	increase	VERB
fennia-3849	313	19	to	to	ADP
fennia-3849	313	20	a	a	DET
fennia-3849	313	21	rise	rise	NOUN
fennia-3849	313	22	in	in	ADP
fennia-3849	313	23	living	live	VERB
fennia-3849	313	24	stan	stan	PROPN
fennia-3849	313	25	dards	dard	NOUN
fennia-3849	313	26	.	.	PUNCT
fennia-3849	314	1	such	such	ADJ
fennia-3849	314	2	developments	development	NOUN
fennia-3849	314	3	must	must	AUX
fennia-3849	314	4	have	have	VERB
fennia-3849	314	5	an	an	DET
fennia-3849	314	6	impact	impact	NOUN
fennia-3849	314	7	on	on	ADP
fennia-3849	314	8	the	the	DET
fennia-3849	314	9	settlement	settlement	NOUN
fennia-3849	314	10	pattern	pattern	NOUN
fennia-3849	314	11	in	in	ADP
fennia-3849	314	12	the	the	DET
fennia-3849	314	13	long	long	ADJ
fennia-3849	314	14	run	run	NOUN
fennia-3849	314	15	,	,	PUNCT
fennia-3849	314	16	as	as	SCONJ
fennia-3849	314	17	they	they	PRON
fennia-3849	314	18	mean	mean	VERB
fennia-3849	314	19	that	that	SCONJ
fennia-3849	314	20	middle	middle	ADJ
fennia-3849	314	21	-	-	PUNCT
fennia-3849	314	22	range	range	NOUN
fennia-3849	314	23	commuters	commuter	NOUN
fennia-3849	314	24	decline	decline	VERB
fennia-3849	314	25	in	in	ADP
fennia-3849	314	26	numbers	number	NOUN
fennia-3849	314	27	.	.	PUNCT
fennia-3849	315	1	we	we	PRON
fennia-3849	315	2	next	next	ADV
fennia-3849	315	3	addressed	address	VERB
fennia-3849	315	4	the	the	DET
fennia-3849	315	5	question	question	NOUN
fennia-3849	315	6	of	of	ADP
fennia-3849	315	7	the	the	DET
fennia-3849	315	8	importance	importance	NOUN
fennia-3849	315	9	of	of	ADP
fennia-3849	315	10	newcomers	newcomer	NOUN
fennia-3849	315	11	for	for	ADP
fennia-3849	315	12	living	living	NOUN
fennia-3849	315	13	standards	standard	NOUN
fennia-3849	315	14	in	in	ADP
fennia-3849	315	15	various	various	ADJ
fennia-3849	315	16	locations	location	NOUN
fennia-3849	315	17	.	.	PUNCT
fennia-3849	316	1	the	the	DET
fennia-3849	316	2	most	most	ADV
fennia-3849	316	3	severe	severe	ADJ
fennia-3849	316	4	estimated	estimate	VERB
fennia-3849	316	5	downward	downward	ADJ
fennia-3849	316	6	trend	trend	NOUN
fennia-3849	316	7	was	be	AUX
fennia-3849	316	8	recorded	record	VERB
fennia-3849	316	9	in	in	ADP
fennia-3849	316	10	the	the	DET
fennia-3849	316	11	central	central	ADJ
fennia-3849	316	12	district	district	NOUN
fennia-3849	316	13	,	,	PUNCT
fennia-3849	316	14	where	where	SCONJ
fennia-3849	316	15	zero	zero	NUM
fennia-3849	316	16	population	population	NOUN
fennia-3849	316	17	growth	growth	NOUN
fennia-3849	316	18	prevailed	prevail	VERB
fennia-3849	316	19	,	,	PUNCT
fennia-3849	316	20	while	while	SCONJ
fennia-3849	316	21	growth	growth	NOUN
fennia-3849	316	22	impacts	impact	NOUN
fennia-3849	316	23	peaked	peak	VERB
fennia-3849	316	24	in	in	ADP
fennia-3849	316	25	the	the	DET
fennia-3849	316	26	parts	part	NOUN
fennia-3849	316	27	of	of	ADP
fennia-3849	316	28	the	the	DET
fennia-3849	316	29	intermediate	intermediate	ADJ
fennia-3849	316	30	zone	zone	NOUN
fennia-3849	316	31	proximal	proximal	ADJ
fennia-3849	316	32	to	to	ADP
fennia-3849	316	33	the	the	DET
fennia-3849	316	34	outer	outer	ADJ
fennia-3849	316	35	zone	zone	NOUN
fennia-3849	316	36	,	,	PUNCT
fennia-3849	316	37	where	where	SCONJ
fennia-3849	316	38	the	the	DET
fennia-3849	316	39	population	population	NOUN
fennia-3849	316	40	increased	increase	VERB
fennia-3849	316	41	by	by	ADP
fennia-3849	316	42	30	30	NUM
fennia-3849	316	43	%	%	NOUN
fennia-3849	316	44	,	,	PUNCT
fennia-3849	316	45	having	have	VERB
fennia-3849	316	46	the	the	DET
fennia-3849	316	47	highest	high	ADJ
fennia-3849	316	48	impact	impact	NOUN
fennia-3849	316	49	on	on	ADP
fennia-3849	316	50	the	the	DET
fennia-3849	316	51	relative	relative	ADJ
fennia-3849	316	52	improvement	improvement	NOUN
fennia-3849	316	53	in	in	ADP
fennia-3849	316	54	living	living	NOUN
fennia-3849	316	55	standards	standard	NOUN
fennia-3849	316	56	.	.	PUNCT
fennia-3849	317	1	the	the	DET
fennia-3849	317	2	more	more	ADV
fennia-3849	317	3	affluent	affluent	ADJ
fennia-3849	317	4	migrants	migrant	NOUN
fennia-3849	317	5	from	from	ADP
fennia-3849	317	6	the	the	DET
fennia-3849	317	7	city	city	NOUN
fennia-3849	317	8	raised	raise	VERB
fennia-3849	317	9	standards	standard	NOUN
fennia-3849	317	10	of	of	ADP
fennia-3849	317	11	living	live	VERB
fennia-3849	317	12	in	in	ADP
fennia-3849	317	13	the	the	DET
fennia-3849	317	14	suburbs	suburb	NOUN
fennia-3849	317	15	and	and	CCONJ
fennia-3849	317	16	exurbs	exurb	NOUN
fennia-3849	317	17	,	,	PUNCT
fennia-3849	317	18	while	while	SCONJ
fennia-3849	317	19	out	out	NOUN
fennia-3849	317	20	-	-	PUNCT
fennia-3849	317	21	migration	migration	NOUN
fennia-3849	317	22	created	create	VERB
fennia-3849	317	23	a	a	DET
fennia-3849	317	24	backwash	backwash	NOUN
fennia-3849	317	25	effect	effect	NOUN
fennia-3849	317	26	in	in	ADP
fennia-3849	317	27	the	the	DET
fennia-3849	317	28	central	central	ADJ
fennia-3849	317	29	district	district	NOUN
fennia-3849	317	30	.	.	PUNCT
fennia-3849	318	1	the	the	DET
fennia-3849	318	2	growth	growth	NOUN
fennia-3849	318	3	and	and	CCONJ
fennia-3849	318	4	mobility	mobility	NOUN
fennia-3849	318	5	of	of	ADP
fennia-3849	318	6	certain	certain	ADJ
fennia-3849	318	7	social	social	ADJ
fennia-3849	318	8	groups	group	NOUN
fennia-3849	318	9	and	and	CCONJ
fennia-3849	318	10	strata	strata	NOUN
fennia-3849	318	11	proved	prove	VERB
fennia-3849	318	12	to	to	PART
fennia-3849	318	13	be	be	AUX
fennia-3849	318	14	important	important	ADJ
fennia-3849	318	15	for	for	ADP
fennia-3849	318	16	the	the	DET
fennia-3849	318	17	geographical	geographical	ADJ
fennia-3849	318	18	shifts	shift	NOUN
fennia-3849	318	19	in	in	ADP
fennia-3849	318	20	wealth	wealth	NOUN
fennia-3849	318	21	that	that	PRON
fennia-3849	318	22	stimulated	stimulate	VERB
fennia-3849	318	23	the	the	DET
fennia-3849	318	24	changes	change	NOUN
fennia-3849	318	25	in	in	ADP
fennia-3849	318	26	living	living	NOUN
fennia-3849	318	27	standards	standard	NOUN
fennia-3849	318	28	.	.	PUNCT
fennia-3849	319	1	affluence	affluence	NOUN
fennia-3849	319	2	was	be	AUX
fennia-3849	319	3	diffusing	diffuse	VERB
fennia-3849	319	4	outwards	outward	NOUN
fennia-3849	319	5	with	with	ADP
fennia-3849	319	6	newcomers	newcomer	NOUN
fennia-3849	319	7	,	,	PUNCT
fennia-3849	319	8	passing	pass	VERB
fennia-3849	319	9	across	across	ADP
fennia-3849	319	10	the	the	DET
fennia-3849	319	11	border	border	NOUN
fennia-3849	319	12	of	of	ADP
fennia-3849	319	13	the	the	DET
fennia-3849	319	14	outermost	outermost	ADJ
fennia-3849	319	15	zone	zone	NOUN
fennia-3849	319	16	,	,	PUNCT
fennia-3849	319	17	which	which	PRON
fennia-3849	319	18	was	be	AUX
fennia-3849	319	19	where	where	SCONJ
fennia-3849	319	20	the	the	DET
fennia-3849	319	21	population	population	NOUN
fennia-3849	319	22	grew	grow	VERB
fennia-3849	319	23	most	most	ADV
fennia-3849	319	24	.	.	PUNCT
fennia-3849	320	1	as	as	SCONJ
fennia-3849	320	2	expected	expect	VERB
fennia-3849	320	3	,	,	PUNCT
fennia-3849	320	4	the	the	PRON
fennia-3849	320	5	newer	new	ADJ
fennia-3849	320	6	the	the	DET
fennia-3849	320	7	houses	house	NOUN
fennia-3849	320	8	were	be	AUX
fennia-3849	320	9	,	,	PUNCT
fennia-3849	320	10	the	the	PRON
fennia-3849	320	11	better	well	ADJ
fennia-3849	320	12	the	the	DET
fennia-3849	320	13	standards	standard	NOUN
fennia-3849	320	14	of	of	ADP
fennia-3849	320	15	living	living	NOUN
fennia-3849	320	16	developed	develop	VERB
fennia-3849	320	17	to	to	ADP
fennia-3849	320	18	a	a	DET
fennia-3849	320	19	certain	certain	ADJ
fennia-3849	320	20	extent	extent	NOUN
fennia-3849	320	21	.	.	PUNCT
fennia-3849	321	1	an	an	DET
fennia-3849	321	2	exception	exception	NOUN
fennia-3849	321	3	arose	arise	VERB
fennia-3849	321	4	,	,	PUNCT
fennia-3849	321	5	however	however	ADV
fennia-3849	321	6	,	,	PUNCT
fennia-3849	321	7	since	since	SCONJ
fennia-3849	321	8	some	some	PRON
fennia-3849	321	9	of	of	ADP
fennia-3849	321	10	the	the	DET
fennia-3849	321	11	newest	new	ADJ
fennia-3849	321	12	housing	housing	NOUN
fennia-3849	321	13	areas	area	NOUN
fennia-3849	321	14	had	have	VERB
fennia-3849	321	15	a	a	DET
fennia-3849	321	16	mixed	mixed	ADJ
fennia-3849	321	17	population	population	NOUN
fennia-3849	321	18	structure	structure	NOUN
fennia-3849	321	19	,	,	PUNCT
fennia-3849	321	20	including	include	VERB
fennia-3849	321	21	social	social	ADJ
fennia-3849	321	22	housing	housing	NOUN
fennia-3849	321	23	,	,	PUNCT
fennia-3849	321	24	and	and	CCONJ
fennia-3849	321	25	the	the	DET
fennia-3849	321	26	increase	increase	NOUN
fennia-3849	321	27	remained	remain	VERB
fennia-3849	321	28	small	small	ADJ
fennia-3849	321	29	.	.	PUNCT
fennia-3849	322	1	to	to	PART
fennia-3849	322	2	sum	sum	VERB
fennia-3849	322	3	up	up	ADP
fennia-3849	322	4	,	,	PUNCT
fennia-3849	322	5	commuting	commuting	NOUN
fennia-3849	322	6	and	and	CCONJ
fennia-3849	322	7	housing	housing	NOUN
fennia-3849	322	8	decisions	decision	NOUN
fennia-3849	322	9	were	be	AUX
fennia-3849	322	10	of	of	ADP
fennia-3849	322	11	greatest	great	ADJ
fennia-3849	322	12	importance	importance	NOUN
fennia-3849	322	13	in	in	ADP
fennia-3849	322	14	the	the	DET
fennia-3849	322	15	commuter	commuter	NOUN
fennia-3849	322	16	belt	belt	NOUN
fennia-3849	322	17	around	around	ADP
fennia-3849	322	18	the	the	DET
fennia-3849	322	19	provincial	provincial	ADJ
fennia-3849	322	20	centre	centre	NOUN
fennia-3849	322	21	,	,	PUNCT
fennia-3849	322	22	where	where	SCONJ
fennia-3849	322	23	they	they	PRON
fennia-3849	322	24	had	have	VERB
fennia-3849	322	25	a	a	DET
fennia-3849	322	26	decisive	decisive	ADJ
fennia-3849	322	27	impact	impact	NOUN
fennia-3849	322	28	on	on	ADP
fennia-3849	322	29	the	the	DET
fennia-3849	322	30	spatial	spatial	ADJ
fennia-3849	322	31	manifestation	manifestation	NOUN
fennia-3849	322	32	of	of	ADP
fennia-3849	322	33	changes	change	NOUN
fennia-3849	322	34	of	of	ADP
fennia-3849	322	35	living	living	NOUN
fennia-3849	322	36	standards	standard	NOUN
fennia-3849	322	37	,	,	PUNCT
fennia-3849	322	38	whereas	whereas	SCONJ
fennia-3849	322	39	in	in	ADP
fennia-3849	322	40	the	the	DET
fennia-3849	322	41	periphery	periphery	NOUN
fennia-3849	322	42	such	such	ADJ
fennia-3849	322	43	changes	change	NOUN
fennia-3849	322	44	were	be	AUX
fennia-3849	322	45	more	more	ADV
fennia-3849	322	46	closely	closely	ADV
fennia-3849	322	47	linked	link	VERB
fennia-3849	322	48	to	to	ADP
fennia-3849	322	49	long	long	ADJ
fennia-3849	322	50	-	-	PUNCT
fennia-3849	322	51	term	term	NOUN
fennia-3849	322	52	rural	rural	ADJ
fennia-3849	322	53	decline	decline	NOUN
fennia-3849	322	54	.	.	PUNCT
fennia-3849	323	1	discussion	discussion	NOUN
fennia-3849	323	2	of	of	ADP
fennia-3849	323	3	the	the	DET
fennia-3849	323	4	results	result	NOUN
fennia-3849	323	5	,	,	PUNCT
fennia-3849	323	6	theory	theory	NOUN
fennia-3849	323	7	and	and	CCONJ
fennia-3849	323	8	potential	potential	ADJ
fennia-3849	323	9	implications	implication	NOUN
fennia-3849	323	10	the	the	DET
fennia-3849	323	11	robust	robust	ADJ
fennia-3849	323	12	post-1993	post-1993	ADJ
fennia-3849	323	13	economic	economic	ADJ
fennia-3849	323	14	growth	growth	NOUN
fennia-3849	323	15	in	in	ADP
fennia-3849	323	16	the	the	DET
fennia-3849	323	17	region	region	NOUN
fennia-3849	323	18	studied	study	VERB
fennia-3849	323	19	here	here	ADV
fennia-3849	323	20	brought	bring	VERB
fennia-3849	323	21	about	about	ADV
fennia-3849	323	22	three	three	NUM
fennia-3849	323	23	clearly	clearly	ADV
fennia-3849	323	24	discernible	discernible	ADJ
fennia-3849	323	25	and	and	CCONJ
fennia-3849	323	26	well	well	ADV
fennia-3849	323	27	differentiated	differentiated	ADJ
fennia-3849	323	28	zones	zone	NOUN
fennia-3849	323	29	,	,	PUNCT
fennia-3849	323	30	implying	imply	VERB
fennia-3849	323	31	a	a	DET
fennia-3849	323	32	tendency	tendency	NOUN
fennia-3849	323	33	towards	towards	ADP
fennia-3849	323	34	a	a	DET
fennia-3849	323	35	wider	wide	ADJ
fennia-3849	323	36	,	,	PUNCT
fennia-3849	323	37	segregated	segregated	ADJ
fennia-3849	323	38	provincial	provincial	ADJ
fennia-3849	323	39	centre	centre	NOUN
fennia-3849	323	40	as	as	ADP
fennia-3849	323	41	an	an	DET
fennia-3849	323	42	outcome	outcome	NOUN
fennia-3849	323	43	of	of	ADP
fennia-3849	323	44	the	the	DET
fennia-3849	323	45	transformation	transformation	NOUN
fennia-3849	323	46	.	.	PUNCT
fennia-3849	324	1	this	this	PRON
fennia-3849	324	2	is	be	AUX
fennia-3849	324	3	60	60	NUM
fennia-3849	324	4	fennia	fennia	NOUN
fennia-3849	324	5	189	189	NUM
fennia-3849	324	6	:	:	SYM
fennia-3849	324	7	2	2	NUM
fennia-3849	324	8	(	(	PUNCT
fennia-3849	324	9	2011)olli	2011)olli	NUM
fennia-3849	324	10	lehtonen	lehtonen	NOUN
fennia-3849	324	11	and	and	CCONJ
fennia-3849	324	12	markku	markku	VERB
fennia-3849	324	13	tykkyläinen	tykkyläinen	NOUN
fennia-3849	324	14	not	not	PART
fennia-3849	324	15	a	a	DET
fennia-3849	324	16	new	new	ADJ
fennia-3849	324	17	phenomenon	phenomenon	NOUN
fennia-3849	324	18	,	,	PUNCT
fennia-3849	324	19	as	as	SCONJ
fennia-3849	324	20	this	this	DET
fennia-3849	324	21	urban	urban	ADJ
fennia-3849	324	22	sprawl	sprawl	NOUN
fennia-3849	324	23	is	be	AUX
fennia-3849	324	24	a	a	DET
fennia-3849	324	25	continuation	continuation	NOUN
fennia-3849	324	26	of	of	ADP
fennia-3849	324	27	the	the	DET
fennia-3849	324	28	development	development	NOUN
fennia-3849	324	29	which	which	PRON
fennia-3849	324	30	started	start	VERB
fennia-3849	324	31	when	when	SCONJ
fennia-3849	324	32	joensuu	joensuu	NOUN
fennia-3849	324	33	began	begin	VERB
fennia-3849	324	34	to	to	PART
fennia-3849	324	35	grow	grow	VERB
fennia-3849	324	36	in	in	ADP
fennia-3849	324	37	response	response	NOUN
fennia-3849	324	38	to	to	ADP
fennia-3849	324	39	industrialization	industrialization	NOUN
fennia-3849	324	40	and	and	CCONJ
fennia-3849	324	41	regional	regional	ADJ
fennia-3849	324	42	development	development	NOUN
fennia-3849	324	43	policy	policy	NOUN
fennia-3849	324	44	measures	measure	NOUN
fennia-3849	324	45	.	.	PUNCT
fennia-3849	325	1	rural	rural	ADJ
fennia-3849	325	2	decline	decline	NOUN
fennia-3849	325	3	has	have	AUX
fennia-3849	325	4	been	be	AUX
fennia-3849	325	5	a	a	DET
fennia-3849	325	6	part	part	NOUN
fennia-3849	325	7	of	of	ADP
fennia-3849	325	8	this	this	DET
fennia-3849	325	9	regional	regional	ADJ
fennia-3849	325	10	restructuring	restructuring	NOUN
fennia-3849	325	11	since	since	SCONJ
fennia-3849	325	12	the	the	DET
fennia-3849	325	13	late	late	ADJ
fennia-3849	325	14	1960s	1960	NOUN
fennia-3849	325	15	.	.	PUNCT
fennia-3849	326	1	on	on	ADP
fennia-3849	326	2	the	the	DET
fennia-3849	326	3	other	other	ADJ
fennia-3849	326	4	hand	hand	NOUN
fennia-3849	326	5	,	,	PUNCT
fennia-3849	326	6	the	the	DET
fennia-3849	326	7	plunge	plunge	NOUN
fennia-3849	326	8	in	in	ADP
fennia-3849	326	9	living	living	NOUN
fennia-3849	326	10	standards	standard	NOUN
fennia-3849	326	11	in	in	ADP
fennia-3849	326	12	the	the	DET
fennia-3849	326	13	central	central	ADJ
fennia-3849	326	14	district	district	NOUN
fennia-3849	326	15	,	,	PUNCT
fennia-3849	326	16	in	in	ADP
fennia-3849	326	17	so	so	ADV
fennia-3849	326	18	far	far	ADV
fennia-3849	326	19	as	as	SCONJ
fennia-3849	326	20	it	it	PRON
fennia-3849	326	21	really	really	ADV
fennia-3849	326	22	happened	happen	VERB
fennia-3849	326	23	,	,	PUNCT
fennia-3849	326	24	was	be	AUX
fennia-3849	326	25	contrary	contrary	ADJ
fennia-3849	326	26	to	to	ADP
fennia-3849	326	27	what	what	PRON
fennia-3849	326	28	might	might	AUX
fennia-3849	326	29	have	have	AUX
fennia-3849	326	30	been	be	AUX
fennia-3849	326	31	expected	expect	VERB
fennia-3849	326	32	and	and	CCONJ
fennia-3849	326	33	what	what	PRON
fennia-3849	326	34	the	the	DET
fennia-3849	326	35	city	city	NOUN
fennia-3849	326	36	council	council	PROPN
fennia-3849	326	37	was	be	AUX
fennia-3849	326	38	striving	strive	VERB
fennia-3849	326	39	at	at	ADP
fennia-3849	326	40	.	.	PUNCT
fennia-3849	327	1	the	the	DET
fennia-3849	327	2	findings	finding	NOUN
fennia-3849	327	3	with	with	ADP
fennia-3849	327	4	regard	regard	NOUN
fennia-3849	327	5	to	to	ADP
fennia-3849	327	6	the	the	DET
fennia-3849	327	7	post-1993	post-1993	ADJ
fennia-3849	327	8	regional	regional	ADJ
fennia-3849	327	9	divergence	divergence	NOUN
fennia-3849	327	10	of	of	ADP
fennia-3849	327	11	wealth	wealth	NOUN
fennia-3849	327	12	are	be	AUX
fennia-3849	327	13	clearly	clearly	ADV
fennia-3849	327	14	a	a	DET
fennia-3849	327	15	result	result	NOUN
fennia-3849	327	16	of	of	ADP
fennia-3849	327	17	the	the	DET
fennia-3849	327	18	uni	uni	ADJ
fennia-3849	327	19	-	-	ADJ
fennia-3849	327	20	nodal	nodal	ADJ
fennia-3849	327	21	pattern	pattern	NOUN
fennia-3849	327	22	which	which	PRON
fennia-3849	327	23	seems	seem	VERB
fennia-3849	327	24	to	to	PART
fennia-3849	327	25	be	be	AUX
fennia-3849	327	26	typical	typical	ADJ
fennia-3849	327	27	of	of	ADP
fennia-3849	327	28	the	the	DET
fennia-3849	327	29	stage	stage	NOUN
fennia-3849	327	30	of	of	ADP
fennia-3849	327	31	technology	technology	NOUN
fennia-3849	327	32	-	-	PUNCT
fennia-3849	327	33	driven	drive	VERB
fennia-3849	327	34	growth	growth	NOUN
fennia-3849	327	35	in	in	ADP
fennia-3849	327	36	a	a	DET
fennia-3849	327	37	region	region	NOUN
fennia-3849	327	38	such	such	ADJ
fennia-3849	327	39	as	as	ADP
fennia-3849	327	40	north	north	PROPN
fennia-3849	327	41	karelia	karelia	PROPN
fennia-3849	327	42	.	.	PUNCT
fennia-3849	328	1	this	this	PRON
fennia-3849	328	2	is	be	AUX
fennia-3849	328	3	in	in	ADP
fennia-3849	328	4	contrast	contrast	NOUN
fennia-3849	328	5	to	to	ADP
fennia-3849	328	6	the	the	DET
fennia-3849	328	7	more	more	ADV
fennia-3849	328	8	spatially	spatially	ADV
fennia-3849	328	9	even	even	ADV
fennia-3849	328	10	,	,	PUNCT
fennia-3849	328	11	multi	multi	ADJ
fennia-3849	328	12	-	-	ADJ
fennia-3849	328	13	nodal	nodal	ADJ
fennia-3849	328	14	industrialization	industrialization	NOUN
fennia-3849	328	15	which	which	PRON
fennia-3849	328	16	took	take	VERB
fennia-3849	328	17	place	place	NOUN
fennia-3849	328	18	in	in	ADP
fennia-3849	328	19	the	the	DET
fennia-3849	328	20	1970s	1970	NOUN
fennia-3849	328	21	.	.	PUNCT
fennia-3849	329	1	consequently	consequently	ADV
fennia-3849	329	2	,	,	PUNCT
fennia-3849	329	3	our	our	PRON
fennia-3849	329	4	findings	finding	NOUN
fennia-3849	329	5	support	support	VERB
fennia-3849	329	6	the	the	DET
fennia-3849	329	7	results	result	NOUN
fennia-3849	329	8	of	of	ADP
fennia-3849	329	9	partridge	partridge	NOUN
fennia-3849	329	10	et	et	PROPN
fennia-3849	329	11	al	al	PROPN
fennia-3849	329	12	.	.	PROPN
fennia-3849	330	1	(	(	PUNCT
fennia-3849	330	2	2008	2008	NUM
fennia-3849	330	3	)	)	PUNCT
fennia-3849	330	4	,	,	PUNCT
fennia-3849	330	5	who	who	PRON
fennia-3849	330	6	argue	argue	VERB
fennia-3849	330	7	that	that	SCONJ
fennia-3849	330	8	recent	recent	ADJ
fennia-3849	330	9	technological	technological	ADJ
fennia-3849	330	10	advances	advance	NOUN
fennia-3849	330	11	make	make	VERB
fennia-3849	330	12	access	access	NOUN
fennia-3849	330	13	to	to	ADP
fennia-3849	330	14	agglomeration	agglomeration	NOUN
fennia-3849	330	15	economies	economy	NOUN
fennia-3849	330	16	even	even	ADV
fennia-3849	330	17	more	more	ADV
fennia-3849	330	18	important	important	ADJ
fennia-3849	330	19	than	than	ADP
fennia-3849	330	20	in	in	ADP
fennia-3849	330	21	earlier	early	ADJ
fennia-3849	330	22	periods	period	NOUN
fennia-3849	330	23	of	of	ADP
fennia-3849	330	24	regional	regional	ADJ
fennia-3849	330	25	development	development	NOUN
fennia-3849	330	26	.	.	PUNCT
fennia-3849	331	1	the	the	DET
fennia-3849	331	2	relative	relative	ADJ
fennia-3849	331	3	decline	decline	NOUN
fennia-3849	331	4	in	in	ADP
fennia-3849	331	5	living	living	NOUN
fennia-3849	331	6	standards	standard	NOUN
fennia-3849	331	7	in	in	ADP
fennia-3849	331	8	hinterlands	hinterland	NOUN
fennia-3849	331	9	indicates	indicate	VERB
fennia-3849	331	10	that	that	SCONJ
fennia-3849	331	11	remote	remote	ADJ
fennia-3849	331	12	local	local	ADJ
fennia-3849	331	13	economies	economy	NOUN
fennia-3849	331	14	are	be	AUX
fennia-3849	331	15	searching	search	VERB
fennia-3849	331	16	for	for	ADP
fennia-3849	331	17	a	a	DET
fennia-3849	331	18	socioeconomic	socioeconomic	ADJ
fennia-3849	331	19	balance	balance	NOUN
fennia-3849	331	20	.	.	PUNCT
fennia-3849	332	1	this	this	DET
fennia-3849	332	2	relative	relative	ADJ
fennia-3849	332	3	decline	decline	NOUN
fennia-3849	332	4	may	may	AUX
fennia-3849	332	5	not	not	PART
fennia-3849	332	6	necessarily	necessarily	ADV
fennia-3849	332	7	be	be	AUX
fennia-3849	332	8	a	a	DET
fennia-3849	332	9	persistent	persistent	ADJ
fennia-3849	332	10	tendency	tendency	NOUN
fennia-3849	332	11	within	within	ADP
fennia-3849	332	12	regional	regional	ADJ
fennia-3849	332	13	development	development	NOUN
fennia-3849	332	14	in	in	ADP
fennia-3849	332	15	our	our	PRON
fennia-3849	332	16	current	current	ADJ
fennia-3849	332	17	peripheries	periphery	NOUN
fennia-3849	332	18	,	,	PUNCT
fennia-3849	332	19	however	however	ADV
fennia-3849	332	20	,	,	PUNCT
fennia-3849	332	21	as	as	SCONJ
fennia-3849	332	22	krugman	krugman	PROPN
fennia-3849	332	23	’s	’s	PART
fennia-3849	332	24	approach	approach	NOUN
fennia-3849	332	25	envisages	envisage	VERB
fennia-3849	332	26	(	(	PUNCT
fennia-3849	332	27	krugman	krugman	PROPN
fennia-3849	332	28	1993	1993	NUM
fennia-3849	332	29	;	;	PUNCT
fennia-3849	332	30	combes	combes	PROPN
fennia-3849	332	31	et	et	PROPN
fennia-3849	332	32	al	al	PROPN
fennia-3849	332	33	.	.	PROPN
fennia-3849	332	34	2008	2008	NUM
fennia-3849	332	35	:	:	PUNCT
fennia-3849	332	36	130−152	130−152	NUM
fennia-3849	332	37	)	)	PUNCT
fennia-3849	332	38	.	.	PUNCT
fennia-3849	333	1	any	any	DET
fennia-3849	333	2	parameter	parameter	NOUN
fennia-3849	333	3	can	can	AUX
fennia-3849	333	4	change	change	VERB
fennia-3849	333	5	in	in	ADP
fennia-3849	333	6	the	the	DET
fennia-3849	333	7	course	course	NOUN
fennia-3849	333	8	of	of	ADP
fennia-3849	333	9	time	time	NOUN
fennia-3849	333	10	,	,	PUNCT
fennia-3849	333	11	leading	lead	VERB
fennia-3849	333	12	to	to	ADP
fennia-3849	333	13	new	new	ADJ
fennia-3849	333	14	tipping	tipping	NOUN
fennia-3849	333	15	points	point	NOUN
fennia-3849	333	16	and	and	CCONJ
fennia-3849	333	17	radical	radical	ADJ
fennia-3849	333	18	developments	development	NOUN
fennia-3849	333	19	.	.	PUNCT
fennia-3849	334	1	a	a	DET
fennia-3849	334	2	spatially	spatially	ADV
fennia-3849	334	3	limited	limited	ADJ
fennia-3849	334	4	urban	urban	ADJ
fennia-3849	334	5	sprawl	sprawl	NOUN
fennia-3849	334	6	and	and	CCONJ
fennia-3849	334	7	rural	rural	ADJ
fennia-3849	334	8	decline	decline	NOUN
fennia-3849	334	9	indicate	indicate	VERB
fennia-3849	334	10	that	that	SCONJ
fennia-3849	334	11	,	,	PUNCT
fennia-3849	334	12	in	in	ADP
fennia-3849	334	13	an	an	DET
fennia-3849	334	14	environment	environment	NOUN
fennia-3849	334	15	such	such	ADJ
fennia-3849	334	16	as	as	ADP
fennia-3849	334	17	north	north	PROPN
fennia-3849	334	18	karelia	karelia	PROPN
fennia-3849	334	19	,	,	PUNCT
fennia-3849	334	20	affluence	affluence	NOUN
fennia-3849	334	21	created	create	VERB
fennia-3849	334	22	in	in	ADP
fennia-3849	334	23	a	a	DET
fennia-3849	334	24	smallish	smallish	ADJ
fennia-3849	334	25	provincial	provincial	ADJ
fennia-3849	334	26	centre	centre	NOUN
fennia-3849	334	27	will	will	AUX
fennia-3849	334	28	spread	spread	VERB
fennia-3849	334	29	efficiently	efficiently	ADV
fennia-3849	334	30	only	only	ADV
fennia-3849	334	31	to	to	ADP
fennia-3849	334	32	neighbourhoods	neighbourhood	NOUN
fennia-3849	334	33	located	locate	VERB
fennia-3849	334	34	at	at	ADP
fennia-3849	334	35	relatively	relatively	ADV
fennia-3849	334	36	short	short	ADJ
fennia-3849	334	37	distances	distance	NOUN
fennia-3849	334	38	from	from	ADP
fennia-3849	334	39	the	the	DET
fennia-3849	334	40	central	central	ADJ
fennia-3849	334	41	district	district	NOUN
fennia-3849	334	42	.	.	PUNCT
fennia-3849	335	1	improvements	improvement	NOUN
fennia-3849	335	2	in	in	ADP
fennia-3849	335	3	living	living	NOUN
fennia-3849	335	4	standards	standard	NOUN
fennia-3849	335	5	will	will	AUX
fennia-3849	335	6	be	be	AUX
fennia-3849	335	7	closely	closely	ADV
fennia-3849	335	8	related	relate	VERB
fennia-3849	335	9	to	to	ADP
fennia-3849	335	10	commuting	commute	VERB
fennia-3849	335	11	to	to	ADP
fennia-3849	335	12	the	the	DET
fennia-3849	335	13	central	central	ADJ
fennia-3849	335	14	and	and	CCONJ
fennia-3849	335	15	industrial	industrial	ADJ
fennia-3849	335	16	districts	district	NOUN
fennia-3849	335	17	of	of	ADP
fennia-3849	335	18	the	the	DET
fennia-3849	335	19	provincial	provincial	ADJ
fennia-3849	335	20	centre	centre	NOUN
fennia-3849	335	21	.	.	PUNCT
fennia-3849	336	1	small	small	ADJ
fennia-3849	336	2	centres	centre	NOUN
fennia-3849	336	3	combined	combine	VERB
fennia-3849	336	4	with	with	ADP
fennia-3849	336	5	a	a	DET
fennia-3849	336	6	low	low	ADJ
fennia-3849	336	7	regional	regional	ADJ
fennia-3849	336	8	population	population	NOUN
fennia-3849	336	9	density	density	NOUN
fennia-3849	336	10	bring	bring	VERB
fennia-3849	336	11	about	about	ADP
fennia-3849	336	12	a	a	DET
fennia-3849	336	13	very	very	ADV
fennia-3849	336	14	fragmented	fragmented	ADJ
fennia-3849	336	15	settlement	settlement	NOUN
fennia-3849	336	16	structure	structure	NOUN
fennia-3849	336	17	where	where	SCONJ
fennia-3849	336	18	diffusion	diffusion	NOUN
fennia-3849	336	19	remains	remain	VERB
fennia-3849	336	20	sporadic	sporadic	ADJ
fennia-3849	336	21	and	and	CCONJ
fennia-3849	336	22	geographically	geographically	ADV
fennia-3849	336	23	lacking	lacking	ADJ
fennia-3849	336	24	in	in	ADP
fennia-3849	336	25	coverage	coverage	NOUN
fennia-3849	336	26	(	(	PUNCT
fennia-3849	336	27	gløersen	gløersen	NOUN
fennia-3849	336	28	et	et	PROPN
fennia-3849	336	29	al	al	PROPN
fennia-3849	336	30	.	.	PROPN
fennia-3849	336	31	2005	2005	NUM
fennia-3849	336	32	:	:	PUNCT
fennia-3849	336	33	35	35	NUM
fennia-3849	336	34	)	)	PUNCT
fennia-3849	336	35	.	.	PUNCT
fennia-3849	337	1	hence	hence	ADV
fennia-3849	337	2	,	,	PUNCT
fennia-3849	337	3	such	such	ADJ
fennia-3849	337	4	characteristics	characteristic	NOUN
fennia-3849	337	5	in	in	ADP
fennia-3849	337	6	a	a	DET
fennia-3849	337	7	remote	remote	ADJ
fennia-3849	337	8	region	region	NOUN
fennia-3849	337	9	inevitably	inevitably	ADV
fennia-3849	337	10	create	create	VERB
fennia-3849	337	11	a	a	DET
fennia-3849	337	12	regional	regional	ADJ
fennia-3849	337	13	structure	structure	NOUN
fennia-3849	337	14	where	where	SCONJ
fennia-3849	337	15	agglomeration	agglomeration	NOUN
fennia-3849	337	16	spillovers	spillover	NOUN
fennia-3849	337	17	are	be	AUX
fennia-3849	337	18	limited	limited	ADJ
fennia-3849	337	19	,	,	PUNCT
fennia-3849	337	20	contrary	contrary	ADV
fennia-3849	337	21	to	to	ADP
fennia-3849	337	22	the	the	DET
fennia-3849	337	23	structure	structure	NOUN
fennia-3849	337	24	of	of	ADP
fennia-3849	337	25	a	a	DET
fennia-3849	337	26	densely	densely	ADV
fennia-3849	337	27	populated	populated	ADJ
fennia-3849	337	28	environment	environment	NOUN
fennia-3849	337	29	.	.	PUNCT
fennia-3849	338	1	in	in	ADP
fennia-3849	338	2	addition	addition	NOUN
fennia-3849	338	3	to	to	ADP
fennia-3849	338	4	this	this	PRON
fennia-3849	338	5	,	,	PUNCT
fennia-3849	338	6	the	the	DET
fennia-3849	338	7	peripheral	peripheral	ADJ
fennia-3849	338	8	areas	area	NOUN
fennia-3849	338	9	with	with	ADP
fennia-3849	338	10	their	their	PRON
fennia-3849	338	11	scattered	scatter	VERB
fennia-3849	338	12	settlements	settlement	NOUN
fennia-3849	338	13	and	and	CCONJ
fennia-3849	338	14	small	small	ADJ
fennia-3849	338	15	towns	town	NOUN
fennia-3849	338	16	have	have	AUX
fennia-3849	338	17	remained	remain	VERB
fennia-3849	338	18	at	at	ADP
fennia-3849	338	19	a	a	DET
fennia-3849	338	20	standstill	standstill	NOUN
fennia-3849	338	21	,	,	PUNCT
fennia-3849	338	22	as	as	SCONJ
fennia-3849	338	23	demand	demand	NOUN
fennia-3849	338	24	has	have	AUX
fennia-3849	338	25	been	be	AUX
fennia-3849	338	26	low	low	ADJ
fennia-3849	338	27	in	in	ADP
fennia-3849	338	28	the	the	DET
fennia-3849	338	29	traditional	traditional	ADJ
fennia-3849	338	30	economic	economic	ADJ
fennia-3849	338	31	sectors	sector	NOUN
fennia-3849	338	32	.	.	PUNCT
fennia-3849	339	1	spatial	spatial	ADJ
fennia-3849	339	2	diffusion	diffusion	NOUN
fennia-3849	339	3	as	as	SCONJ
fennia-3849	339	4	measured	measure	VERB
fennia-3849	339	5	by	by	ADP
fennia-3849	339	6	living	living	NOUN
fennia-3849	339	7	standards	standard	NOUN
fennia-3849	339	8	was	be	AUX
fennia-3849	339	9	actually	actually	ADV
fennia-3849	339	10	less	less	ADV
fennia-3849	339	11	marked	marked	ADJ
fennia-3849	339	12	than	than	SCONJ
fennia-3849	339	13	could	could	AUX
fennia-3849	339	14	have	have	AUX
fennia-3849	339	15	been	be	AUX
fennia-3849	339	16	expected	expect	VERB
fennia-3849	339	17	in	in	ADP
fennia-3849	339	18	light	light	NOUN
fennia-3849	339	19	of	of	ADP
fennia-3849	339	20	the	the	DET
fennia-3849	339	21	results	result	NOUN
fennia-3849	339	22	from	from	ADP
fennia-3849	339	23	canada	canada	PROPN
fennia-3849	339	24	(	(	PUNCT
fennia-3849	339	25	partridge	partridge	NOUN
fennia-3849	339	26	at	at	ADP
fennia-3849	339	27	al	al	PROPN
fennia-3849	339	28	.	.	PROPN
fennia-3849	339	29	2007	2007	NUM
fennia-3849	339	30	)	)	PUNCT
fennia-3849	339	31	.	.	PUNCT
fennia-3849	340	1	since	since	SCONJ
fennia-3849	340	2	joensuu	joensuu	PROPN
fennia-3849	340	3	is	be	AUX
fennia-3849	340	4	a	a	DET
fennia-3849	340	5	small	small	ADJ
fennia-3849	340	6	provincial	provincial	ADJ
fennia-3849	340	7	centre	centre	NOUN
fennia-3849	340	8	,	,	PUNCT
fennia-3849	340	9	it	it	PRON
fennia-3849	340	10	remains	remain	VERB
fennia-3849	340	11	to	to	PART
fennia-3849	340	12	be	be	AUX
fennia-3849	340	13	seen	see	VERB
fennia-3849	340	14	whether	whether	SCONJ
fennia-3849	340	15	such	such	DET
fennia-3849	340	16	a	a	DET
fennia-3849	340	17	node	node	NOUN
fennia-3849	340	18	in	in	ADP
fennia-3849	340	19	the	the	DET
fennia-3849	340	20	national	national	ADJ
fennia-3849	340	21	innovation	innovation	NOUN
fennia-3849	340	22	system	system	NOUN
fennia-3849	340	23	can	can	AUX
fennia-3849	340	24	construct	construct	VERB
fennia-3849	340	25	an	an	DET
fennia-3849	340	26	initial	initial	ADJ
fennia-3849	340	27	advantage	advantage	NOUN
fennia-3849	340	28	for	for	ADP
fennia-3849	340	29	itself	itself	PRON
fennia-3849	340	30	that	that	PRON
fennia-3849	340	31	will	will	AUX
fennia-3849	340	32	lead	lead	VERB
fennia-3849	340	33	to	to	ADP
fennia-3849	340	34	path	path	NOUN
fennia-3849	340	35	-	-	PUNCT
fennia-3849	340	36	dependent	dependent	ADJ
fennia-3849	340	37	growth	growth	NOUN
fennia-3849	340	38	,	,	PUNCT
fennia-3849	340	39	and	and	CCONJ
fennia-3849	340	40	if	if	SCONJ
fennia-3849	340	41	so	so	ADV
fennia-3849	340	42	,	,	PUNCT
fennia-3849	340	43	for	for	ADP
fennia-3849	340	44	what	what	DET
fennia-3849	340	45	period	period	NOUN
fennia-3849	340	46	.	.	PUNCT
fennia-3849	341	1	results	result	NOUN
fennia-3849	341	2	do	do	AUX
fennia-3849	341	3	provide	provide	VERB
fennia-3849	341	4	evidence	evidence	NOUN
fennia-3849	341	5	,	,	PUNCT
fennia-3849	341	6	however	however	ADV
fennia-3849	341	7	,	,	PUNCT
fennia-3849	341	8	that	that	SCONJ
fennia-3849	341	9	the	the	DET
fennia-3849	341	10	geographically	geographically	ADV
fennia-3849	341	11	limited	limited	ADJ
fennia-3849	341	12	regional	regional	ADJ
fennia-3849	341	13	policy	policy	NOUN
fennia-3849	341	14	was	be	AUX
fennia-3849	341	15	one	one	NUM
fennia-3849	341	16	factor	factor	NOUN
fennia-3849	341	17	that	that	PRON
fennia-3849	341	18	occasioned	occasion	VERB
fennia-3849	341	19	spatially	spatially	ADV
fennia-3849	341	20	selective	selective	ADJ
fennia-3849	341	21	growth	growth	NOUN
fennia-3849	341	22	in	in	ADP
fennia-3849	341	23	living	living	NOUN
fennia-3849	341	24	standards	standard	NOUN
fennia-3849	341	25	within	within	ADP
fennia-3849	341	26	the	the	DET
fennia-3849	341	27	region	region	NOUN
fennia-3849	341	28	,	,	PUNCT
fennia-3849	341	29	even	even	ADV
fennia-3849	341	30	though	though	SCONJ
fennia-3849	341	31	it	it	PRON
fennia-3849	341	32	led	lead	VERB
fennia-3849	341	33	to	to	ADP
fennia-3849	341	34	net	net	ADJ
fennia-3849	341	35	benefits	benefit	NOUN
fennia-3849	341	36	in	in	ADP
fennia-3849	341	37	terms	term	NOUN
fennia-3849	341	38	of	of	ADP
fennia-3849	341	39	welfare	welfare	NOUN
fennia-3849	341	40	in	in	ADP
fennia-3849	341	41	the	the	DET
fennia-3849	341	42	region	region	NOUN
fennia-3849	341	43	as	as	ADP
fennia-3849	341	44	a	a	DET
fennia-3849	341	45	whole	whole	NOUN
fennia-3849	341	46	.	.	PUNCT
fennia-3849	342	1	as	as	SCONJ
fennia-3849	342	2	the	the	DET
fennia-3849	342	3	spatial	spatial	ADJ
fennia-3849	342	4	indices	index	NOUN
fennia-3849	342	5	revealed	reveal	VERB
fennia-3849	342	6	,	,	PUNCT
fennia-3849	342	7	the	the	DET
fennia-3849	342	8	economic	economic	ADJ
fennia-3849	342	9	development	development	NOUN
fennia-3849	342	10	that	that	PRON
fennia-3849	342	11	took	take	VERB
fennia-3849	342	12	place	place	NOUN
fennia-3849	342	13	in	in	ADP
fennia-3849	342	14	1993−2003	1993−2003	NUM
fennia-3849	342	15	generated	generate	VERB
fennia-3849	342	16	higher	high	ADJ
fennia-3849	342	17	incomes	income	NOUN
fennia-3849	342	18	and	and	CCONJ
fennia-3849	342	19	net	net	ADJ
fennia-3849	342	20	migration	migration	NOUN
fennia-3849	342	21	and	and	CCONJ
fennia-3849	342	22	enforced	enforce	VERB
fennia-3849	342	23	spatially	spatially	ADV
fennia-3849	342	24	divergent	divergent	ADJ
fennia-3849	342	25	socioeconomics	socioeconomic	NOUN
fennia-3849	342	26	which	which	PRON
fennia-3849	342	27	manifested	manifest	VERB
fennia-3849	342	28	themselves	themselves	PRON
fennia-3849	342	29	as	as	ADP
fennia-3849	342	30	differences	difference	NOUN
fennia-3849	342	31	in	in	ADP
fennia-3849	342	32	living	living	NOUN
fennia-3849	342	33	standards	standard	NOUN
fennia-3849	342	34	between	between	ADP
fennia-3849	342	35	the	the	DET
fennia-3849	342	36	central	central	ADJ
fennia-3849	342	37	districts	district	NOUN
fennia-3849	342	38	and	and	CCONJ
fennia-3849	342	39	the	the	DET
fennia-3849	342	40	commuter	commuter	NOUN
fennia-3849	342	41	belt	belt	NOUN
fennia-3849	342	42	and	and	CCONJ
fennia-3849	342	43	in	in	ADP
fennia-3849	342	44	a	a	DET
fennia-3849	342	45	vicious	vicious	ADJ
fennia-3849	342	46	circle	circle	NOUN
fennia-3849	342	47	of	of	ADP
fennia-3849	342	48	decline	decline	NOUN
fennia-3849	342	49	in	in	ADP
fennia-3849	342	50	the	the	DET
fennia-3849	342	51	more	more	ADV
fennia-3849	342	52	remote	remote	ADJ
fennia-3849	342	53	areas	area	NOUN
fennia-3849	342	54	due	due	ADJ
fennia-3849	342	55	to	to	ADP
fennia-3849	342	56	population	population	NOUN
fennia-3849	342	57	loss	loss	NOUN
fennia-3849	342	58	and	and	CCONJ
fennia-3849	342	59	disintegration	disintegration	NOUN
fennia-3849	342	60	of	of	ADP
fennia-3849	342	61	the	the	DET
fennia-3849	342	62	economic	economic	ADJ
fennia-3849	342	63	structure	structure	NOUN
fennia-3849	342	64	.	.	PUNCT
fennia-3849	343	1	this	this	PRON
fennia-3849	343	2	detracted	detract	VERB
fennia-3849	343	3	from	from	ADP
fennia-3849	343	4	the	the	DET
fennia-3849	343	5	regional	regional	ADJ
fennia-3849	343	6	competitiveness	competitiveness	NOUN
fennia-3849	343	7	of	of	ADP
fennia-3849	343	8	the	the	DET
fennia-3849	343	9	remote	remote	ADJ
fennia-3849	343	10	areas	area	NOUN
fennia-3849	343	11	and	and	CCONJ
fennia-3849	343	12	limited	limit	VERB
fennia-3849	343	13	their	their	PRON
fennia-3849	343	14	potential	potential	NOUN
fennia-3849	343	15	for	for	ADP
fennia-3849	343	16	absorbing	absorb	VERB
fennia-3849	343	17	growth	growth	NOUN
fennia-3849	343	18	impulses	impulse	NOUN
fennia-3849	343	19	.	.	PUNCT
fennia-3849	344	1	the	the	DET
fennia-3849	344	2	non	non	ADJ
fennia-3849	344	3	-	-	ADJ
fennia-3849	344	4	working	working	ADJ
fennia-3849	344	5	population	population	NOUN
fennia-3849	344	6	of	of	ADP
fennia-3849	344	7	these	these	DET
fennia-3849	344	8	areas	area	NOUN
fennia-3849	344	9	grew	grow	VERB
fennia-3849	344	10	in	in	ADP
fennia-3849	344	11	relative	relative	ADJ
fennia-3849	344	12	terms	term	NOUN
fennia-3849	344	13	and	and	CCONJ
fennia-3849	344	14	required	require	VERB
fennia-3849	344	15	support	support	NOUN
fennia-3849	344	16	in	in	ADP
fennia-3849	344	17	the	the	DET
fennia-3849	344	18	form	form	NOUN
fennia-3849	344	19	of	of	ADP
fennia-3849	344	20	welfare	welfare	NOUN
fennia-3849	344	21	payments	payment	NOUN
fennia-3849	344	22	.	.	PUNCT
fennia-3849	345	1	such	such	ADJ
fennia-3849	345	2	backing	backing	NOUN
fennia-3849	345	3	makes	make	VERB
fennia-3849	345	4	migration	migration	NOUN
fennia-3849	345	5	less	less	ADV
fennia-3849	345	6	appealing	appealing	ADJ
fennia-3849	345	7	(	(	PUNCT
fennia-3849	345	8	lundholm	lundholm	NOUN
fennia-3849	345	9	2007	2007	NUM
fennia-3849	345	10	)	)	PUNCT
fennia-3849	345	11	,	,	PUNCT
fennia-3849	345	12	but	but	CCONJ
fennia-3849	345	13	it	it	PRON
fennia-3849	345	14	does	do	AUX
fennia-3849	345	15	n’t	not	PART
fennia-3849	345	16	generate	generate	VERB
fennia-3849	345	17	new	new	ADJ
fennia-3849	345	18	jobs	job	NOUN
fennia-3849	345	19	or	or	CCONJ
fennia-3849	345	20	improve	improve	VERB
fennia-3849	345	21	skills	skill	NOUN
fennia-3849	345	22	.	.	PUNCT
fennia-3849	346	1	we	we	PRON
fennia-3849	346	2	have	have	AUX
fennia-3849	346	3	not	not	PART
fennia-3849	346	4	yet	yet	ADV
fennia-3849	346	5	observed	observe	VERB
fennia-3849	346	6	any	any	DET
fennia-3849	346	7	signs	sign	NOUN
fennia-3849	346	8	of	of	ADP
fennia-3849	346	9	a	a	DET
fennia-3849	346	10	reversal	reversal	NOUN
fennia-3849	346	11	of	of	ADP
fennia-3849	346	12	these	these	DET
fennia-3849	346	13	centripetal	centripetal	ADJ
fennia-3849	346	14	tendencies	tendency	NOUN
fennia-3849	346	15	on	on	ADP
fennia-3849	346	16	a	a	DET
fennia-3849	346	17	regional	regional	ADJ
fennia-3849	346	18	scale	scale	NOUN
fennia-3849	346	19	.	.	PUNCT
fennia-3849	347	1	as	as	ADP
fennia-3849	347	2	an	an	DET
fennia-3849	347	3	urban	urban	ADJ
fennia-3849	347	4	-	-	PUNCT
fennia-3849	347	5	rural	rural	ADJ
fennia-3849	347	6	development	development	NOUN
fennia-3849	347	7	,	,	PUNCT
fennia-3849	347	8	the	the	DET
fennia-3849	347	9	migration	migration	NOUN
fennia-3849	347	10	of	of	ADP
fennia-3849	347	11	wealthier	wealthy	ADJ
fennia-3849	347	12	people	people	NOUN
fennia-3849	347	13	to	to	ADP
fennia-3849	347	14	the	the	DET
fennia-3849	347	15	commuter	commuter	NOUN
fennia-3849	347	16	belt	belt	NOUN
fennia-3849	347	17	was	be	AUX
fennia-3849	347	18	the	the	DET
fennia-3849	347	19	result	result	NOUN
fennia-3849	347	20	of	of	ADP
fennia-3849	347	21	seeking	seek	VERB
fennia-3849	347	22	a	a	DET
fennia-3849	347	23	better	well	ADJ
fennia-3849	347	24	residential	residential	ADJ
fennia-3849	347	25	environment	environment	NOUN
fennia-3849	347	26	for	for	ADP
fennia-3849	347	27	established	establish	VERB
fennia-3849	347	28	households	household	NOUN
fennia-3849	347	29	of	of	ADP
fennia-3849	347	30	persons	person	NOUN
fennia-3849	347	31	employed	employ	VERB
fennia-3849	347	32	by	by	ADP
fennia-3849	347	33	the	the	DET
fennia-3849	347	34	industries	industry	NOUN
fennia-3849	347	35	of	of	ADP
fennia-3849	347	36	the	the	DET
fennia-3849	347	37	core	core	NOUN
fennia-3849	347	38	area	area	NOUN
fennia-3849	347	39	.	.	PUNCT
fennia-3849	348	1	this	this	PRON
fennia-3849	348	2	may	may	AUX
fennia-3849	348	3	be	be	AUX
fennia-3849	348	4	regarded	regard	VERB
fennia-3849	348	5	as	as	ADP
fennia-3849	348	6	a	a	DET
fennia-3849	348	7	manifestation	manifestation	NOUN
fennia-3849	348	8	of	of	ADP
fennia-3849	348	9	the	the	DET
fennia-3849	348	10	pulse	pulse	NOUN
fennia-3849	348	11	of	of	ADP
fennia-3849	348	12	urban	urban	ADJ
fennia-3849	348	13	sprawl	sprawl	NOUN
fennia-3849	348	14	and	and	CCONJ
fennia-3849	348	15	expansion	expansion	NOUN
fennia-3849	348	16	of	of	ADP
fennia-3849	348	17	housing	housing	NOUN
fennia-3849	348	18	to	to	ADP
fennia-3849	348	19	vacant	vacant	ADJ
fennia-3849	348	20	suburban	suburban	ADJ
fennia-3849	348	21	and	and	CCONJ
fennia-3849	348	22	urban	urban	ADJ
fennia-3849	348	23	-	-	PUNCT
fennia-3849	348	24	adjacent	adjacent	ADJ
fennia-3849	348	25	rural	rural	ADJ
fennia-3849	348	26	environments	environment	NOUN
fennia-3849	348	27	typical	typical	ADJ
fennia-3849	348	28	of	of	ADP
fennia-3849	348	29	a	a	DET
fennia-3849	348	30	phase	phase	NOUN
fennia-3849	348	31	of	of	ADP
fennia-3849	348	32	economic	economic	ADJ
fennia-3849	348	33	growth	growth	NOUN
fennia-3849	348	34	that	that	PRON
fennia-3849	348	35	has	have	AUX
fennia-3849	348	36	been	be	AUX
fennia-3849	348	37	observed	observe	VERB
fennia-3849	348	38	nationwide	nationwide	ADV
fennia-3849	348	39	(	(	PUNCT
fennia-3849	348	40	lehtonen	lehtonen	PROPN
fennia-3849	348	41	&	&	CCONJ
fennia-3849	348	42	tykkyläinen	tykkyläinen	PROPN
fennia-3849	348	43	2009	2009	NUM
fennia-3849	348	44	)	)	PUNCT
fennia-3849	348	45	.	.	PUNCT
fennia-3849	349	1	acknowledgements	acknowledgement	NOUN
fennia-3849	349	2	this	this	DET
fennia-3849	349	3	research	research	NOUN
fennia-3849	349	4	was	be	AUX
fennia-3849	349	5	carried	carry	VERB
fennia-3849	349	6	out	out	ADP
fennia-3849	349	7	at	at	ADP
fennia-3849	349	8	the	the	DET
fennia-3849	349	9	university	university	PROPN
fennia-3849	349	10	of	of	ADP
fennia-3849	349	11	eastern	eastern	PROPN
fennia-3849	349	12	finland	finland	PROPN
fennia-3849	349	13	and	and	CCONJ
fennia-3849	349	14	the	the	DET
fennia-3849	349	15	international	international	PROPN
fennia-3849	349	16	institute	institute	PROPN
fennia-3849	349	17	for	for	ADP
fennia-3849	349	18	ap	ap	PROPN
fennia-3849	349	19	-	-	PUNCT
fennia-3849	349	20	international	international	PROPN
fennia-3849	349	21	institute	institute	NOUN
fennia-3849	349	22	for	for	ADP
fennia-3849	349	23	applied	apply	VERB
fennia-3849	349	24	systems	system	NOUN
fennia-3849	349	25	analysis	analysis	NOUN
fennia-3849	349	26	and	and	CCONJ
fennia-3849	349	27	supported	support	VERB
fennia-3849	349	28	in	in	ADP
fennia-3849	349	29	part	part	NOUN
fennia-3849	349	30	by	by	ADP
fennia-3849	349	31	grants	grant	NOUN
fennia-3849	349	32	from	from	ADP
fennia-3849	349	33	the	the	DET
fennia-3849	349	34	academy	academy	PROPN
fennia-3849	349	35	of	of	ADP
fennia-3849	349	36	finland	finland	PROPN
fennia-3849	349	37	(	(	PUNCT
fennia-3849	349	38	grant	grant	VERB
fennia-3849	349	39	number	number	NOUN
fennia-3849	349	40	117817	117817	NUM
fennia-3849	349	41	)	)	PUNCT
fennia-3849	349	42	administrated	administrate	VERB
fennia-3849	349	43	by	by	ADP
fennia-3849	349	44	the	the	DET
fennia-3849	349	45	university	university	PROPN
fennia-3849	349	46	of	of	ADP
fennia-3849	349	47	eastern	eastern	PROPN
fennia-3849	349	48	finland	finland	PROPN
fennia-3849	349	49	/	/	SYM
fennia-3849	349	50	joensuu	joensuu	PROPN
fennia-3849	349	51	and	and	CCONJ
fennia-3849	349	52	from	from	ADP
fennia-3849	349	53	the	the	DET
fennia-3849	349	54	finnish	finnish	ADJ
fennia-3849	349	55	funding	funding	NOUN
fennia-3849	349	56	agency	agency	NOUN
fennia-3849	349	57	for	for	ADP
fennia-3849	349	58	technology	technology	NOUN
fennia-3849	349	59	and	and	CCONJ
fennia-3849	349	60	innovation	innovation	NOUN
fennia-3849	349	61	(	(	PUNCT
fennia-3849	349	62	grant	grant	PROPN
fennia-3849	349	63	number	number	NOUN
fennia-3849	349	64	fennia	fennia	NOUN
fennia-3849	349	65	189	189	NUM
fennia-3849	349	66	:	:	SYM
fennia-3849	349	67	2	2	NUM
fennia-3849	349	68	(	(	PUNCT
fennia-3849	349	69	2011	2011	NUM
fennia-3849	349	70	)	)	PUNCT
fennia-3849	349	71	61spatial	61spatial	ADJ
fennia-3849	349	72	divergence	divergence	NOUN
fennia-3849	349	73	in	in	ADP
fennia-3849	349	74	living	living	NOUN
fennia-3849	349	75	standards	standard	NOUN
fennia-3849	349	76	during	during	ADP
fennia-3849	349	77	an	an	DET
fennia-3849	349	78	economic	economic	ADJ
fennia-3849	349	79	…	…	SYM
fennia-3849	349	80	401282/10	401282/10	NUM
fennia-3849	349	81	)	)	PUNCT
fennia-3849	349	82	administrated	administrate	VERB
fennia-3849	349	83	by	by	ADP
fennia-3849	349	84	the	the	DET
fennia-3849	349	85	research	research	PROPN
fennia-3849	349	86	institute	institute	PROPN
fennia-3849	349	87	of	of	ADP
fennia-3849	349	88	the	the	DET
fennia-3849	349	89	finnish	finnish	ADJ
fennia-3849	349	90	economy	economy	NOUN
fennia-3849	349	91	(	(	PUNCT
fennia-3849	349	92	etla	etla	NOUN
fennia-3849	349	93	)	)	PUNCT
fennia-3849	349	94	.	.	PUNCT
fennia-3849	350	1	references	reference	NOUN
fennia-3849	350	2	arbo	arbo	VERB
fennia-3849	350	3	p	p	PROPN
fennia-3849	350	4	&	&	CCONJ
fennia-3849	350	5	eskelinen	eskelinen	PROPN
fennia-3849	350	6	h	h	PROPN
fennia-3849	350	7	2003	2003	NUM
fennia-3849	350	8	.	.	PUNCT
fennia-3849	351	1	the	the	DET
fennia-3849	351	2	role	role	NOUN
fennia-3849	351	3	of	of	ADP
fennia-3849	351	4	small	small	ADJ
fennia-3849	351	5	com	com	NOUN
fennia-3849	351	6	-	-	PUNCT
fennia-3849	351	7	the	the	DET
fennia-3849	351	8	role	role	NOUN
fennia-3849	351	9	of	of	ADP
fennia-3849	351	10	small	small	ADJ
fennia-3849	351	11	comprehensive	comprehensive	ADJ
fennia-3849	351	12	universities	university	NOUN
fennia-3849	351	13	in	in	ADP
fennia-3849	351	14	regional	regional	ADJ
fennia-3849	351	15	economic	economic	ADJ
fennia-3849	351	16	development	development	NOUN
fennia-3849	351	17	:	:	PUNCT
fennia-3849	351	18	experiences	experience	NOUN
fennia-3849	351	19	from	from	ADP
fennia-3849	351	20	two	two	NUM
fennia-3849	351	21	nordic	nordic	ADJ
fennia-3849	351	22	cases	case	NOUN
fennia-3849	351	23	.	.	PUNCT
fennia-3849	352	1	a	a	DET
fennia-3849	352	2	paper	paper	NOUN
fennia-3849	352	3	presented	present	VERB
fennia-3849	352	4	in	in	ADP
fennia-3849	352	5	43rd	43rd	ADJ
fennia-3849	352	6	ersa	ersa	PROPN
fennia-3849	352	7	congress	congress	PROPN
fennia-3849	352	8	,	,	PUNCT
fennia-3849	352	9	jyväskylä	jyväskylä	NOUN
fennia-3849	352	10	august	august	PROPN
fennia-3849	352	11	27−30	27−30	PROPN
fennia-3849	352	12	.	.	PUNCT
fennia-3849	353	1	bell	bell	PROPN
fennia-3849	353	2	m	m	PROPN
fennia-3849	353	3	,	,	PUNCT
fennia-3849	353	4	blake	blake	PROPN
fennia-3849	353	5	m	m	PROPN
fennia-3849	353	6	,	,	PUNCT
fennia-3849	353	7	boyle	boyle	PROPN
fennia-3849	353	8	p	p	NOUN
fennia-3849	353	9	,	,	PUNCT
fennia-3849	353	10	duke	duke	PROPN
fennia-3849	353	11	-	-	PUNCT
fennia-3849	353	12	williams	williams	PROPN
fennia-3849	353	13	o	o	PROPN
fennia-3849	353	14	,	,	PUNCT
fennia-3849	353	15	rees	rees	PROPN
fennia-3849	353	16	p	p	PROPN
fennia-3849	353	17	,	,	PUNCT
fennia-3849	353	18	stillwell	stillwell	PROPN
fennia-3849	353	19	j	j	PROPN
fennia-3849	353	20	&	&	CCONJ
fennia-3849	353	21	hugo	hugo	PROPN
fennia-3849	353	22	g	g	PROPN
fennia-3849	353	23	2002	2002	NUM
fennia-3849	353	24	.	.	PUNCT
fennia-3849	354	1	cross	cross	ADJ
fennia-3849	354	2	-	-	ADJ
fennia-3849	354	3	national	national	ADJ
fennia-3849	354	4	comparison	comparison	NOUN
fennia-3849	354	5	of	of	ADP
fennia-3849	354	6	internal	internal	ADJ
fennia-3849	354	7	migration	migration	NOUN
fennia-3849	354	8	:	:	PUNCT
fennia-3849	354	9	issues	issue	NOUN
fennia-3849	354	10	and	and	CCONJ
fennia-3849	354	11	measures	measure	NOUN
fennia-3849	354	12	.	.	PUNCT
fennia-3849	355	1	journal	journal	NOUN
fennia-3849	355	2	of	of	ADP
fennia-3849	355	3	royal	royal	ADJ
fennia-3849	355	4	statistical	statistical	ADJ
fennia-3849	355	5	society	society	NOUN
fennia-3849	355	6	165	165	NUM
fennia-3849	355	7	:	:	SYM
fennia-3849	355	8	3	3	NUM
fennia-3849	355	9	,	,	PUNCT
fennia-3849	355	10	435−464	435−464	PROPN
fennia-3849	355	11	.	.	PUNCT
fennia-3849	356	1	berube	berube	PROPN
fennia-3849	356	2	a	a	PRON
fennia-3849	356	3	,	,	PUNCT
fennia-3849	356	4	singer	singer	NOUN
fennia-3849	356	5	a	a	NOUN
fennia-3849	356	6	,	,	PUNCT
fennia-3849	356	7	wilson	wilson	PROPN
fennia-3849	356	8	j	j	PROPN
fennia-3849	356	9	&	&	CCONJ
fennia-3849	356	10	frey	frey	PROPN
fennia-3849	356	11	w	w	PROPN
fennia-3849	356	12	2006	2006	NUM
fennia-3849	356	13	.	.	PUNCT
fennia-3849	357	1	finding	find	VERB
fennia-3849	357	2	exurbia	exurbia	PROPN
fennia-3849	357	3	:	:	PUNCT
fennia-3849	357	4	america	america	PROPN
fennia-3849	357	5	’s	’s	PART
fennia-3849	357	6	fast	fast	ADV
fennia-3849	357	7	-	-	PUNCT
fennia-3849	357	8	growing	grow	VERB
fennia-3849	357	9	communities	community	NOUN
fennia-3849	357	10	at	at	ADP
fennia-3849	357	11	the	the	DET
fennia-3849	357	12	metropolitan	metropolitan	ADJ
fennia-3849	357	13	fringe	fringe	NOUN
fennia-3849	357	14	.	.	PUNCT
fennia-3849	358	1	living	live	VERB
fennia-3849	358	2	cities	city	NOUN
fennia-3849	358	3	census	census	PROPN
fennia-3849	358	4	series	series	PROPN
fennia-3849	358	5	october	october	PROPN
fennia-3849	358	6	2006	2006	NUM
fennia-3849	358	7	,	,	PUNCT
fennia-3849	358	8	the	the	DET
fennia-3849	358	9	brookings	brookings	PROPN
fennia-3849	358	10	institution	institution	NOUN
fennia-3849	358	11	,	,	PUNCT
fennia-3849	358	12	washington	washington	PROPN
fennia-3849	358	13	,	,	PUNCT
fennia-3849	358	14	dc	dc	PROPN
fennia-3849	358	15	.	.	PUNCT
fennia-3849	358	16	black	black	PROPN
fennia-3849	358	17	d	d	PROPN
fennia-3849	358	18	&	&	CCONJ
fennia-3849	358	19	henderson	henderson	PROPN
fennia-3849	358	20	v	v	ADP
fennia-3849	358	21	1999	1999	NUM
fennia-3849	358	22	.	.	PUNCT
fennia-3849	359	1	a	a	DET
fennia-3849	359	2	theory	theory	NOUN
fennia-3849	359	3	of	of	ADP
fennia-3849	359	4	urban	urban	ADJ
fennia-3849	359	5	growth	growth	NOUN
fennia-3849	359	6	.	.	PUNCT
fennia-3849	360	1	journal	journal	NOUN
fennia-3849	360	2	of	of	ADP
fennia-3849	360	3	political	political	ADJ
fennia-3849	360	4	economy	economy	NOUN
fennia-3849	360	5	107	107	NUM
fennia-3849	360	6	:	:	PUNCT
fennia-3849	360	7	2	2	NUM
fennia-3849	360	8	,	,	PUNCT
fennia-3849	360	9	252	252	NUM
fennia-3849	360	10	–	–	PUNCT
fennia-3849	360	11	284	284	NUM
fennia-3849	360	12	.	.	PUNCT
fennia-3849	361	1	bowman	bowman	PROPN
fennia-3849	361	2	a	a	PROPN
fennia-3849	361	3	&	&	CCONJ
fennia-3849	361	4	azzalini	azzalini	PROPN
fennia-3849	361	5	a	a	DET
fennia-3849	361	6	1997	1997	NUM
fennia-3849	361	7	.	.	PUNCT
fennia-3849	362	1	applied	apply	VERB
fennia-3849	362	2	smoothing	smoothing	NOUN
fennia-3849	362	3	techniques	technique	NOUN
fennia-3849	362	4	for	for	ADP
fennia-3849	362	5	data	datum	NOUN
fennia-3849	362	6	analysis	analysis	NOUN
fennia-3849	362	7	:	:	PUNCT
fennia-3849	362	8	the	the	DET
fennia-3849	362	9	kernel	kernel	NOUN
fennia-3849	362	10	approach	approach	NOUN
fennia-3849	362	11	with	with	ADP
fennia-3849	362	12	s	s	NOUN
fennia-3849	362	13	-	-	PUNCT
fennia-3849	362	14	plus	plus	CCONJ
fennia-3849	362	15	illustrations	illustration	NOUN
fennia-3849	362	16	.	.	PUNCT
fennia-3849	363	1	oxford	oxford	PROPN
fennia-3849	363	2	university	university	PROPN
fennia-3849	363	3	press	press	NOUN
fennia-3849	363	4	,	,	PUNCT
fennia-3849	363	5	oxford	oxford	PROPN
fennia-3849	363	6	.	.	PUNCT
fennia-3849	364	1	coccia	coccia	NOUN
fennia-3849	364	2	m	m	VERB
fennia-3849	364	3	2008	2008	NUM
fennia-3849	364	4	.	.	PUNCT
fennia-3849	365	1	spatial	spatial	ADJ
fennia-3849	365	2	mobility	mobility	NOUN
fennia-3849	365	3	of	of	ADP
fennia-3849	365	4	knowledge	knowledge	NOUN
fennia-3849	365	5	transfer	transfer	NOUN
fennia-3849	365	6	and	and	CCONJ
fennia-3849	365	7	absorptive	absorptive	ADJ
fennia-3849	365	8	capacity	capacity	NOUN
fennia-3849	365	9	:	:	PUNCT
fennia-3849	365	10	analysis	analysis	NOUN
fennia-3849	365	11	and	and	CCONJ
fennia-3849	365	12	measurement	measurement	NOUN
fennia-3849	365	13	of	of	ADP
fennia-3849	365	14	the	the	DET
fennia-3849	365	15	impact	impact	NOUN
fennia-3849	365	16	within	within	ADP
fennia-3849	365	17	the	the	DET
fennia-3849	365	18	geoeconomic	geoeconomic	ADJ
fennia-3849	365	19	space	space	NOUN
fennia-3849	365	20	.	.	PUNCT
fennia-3849	366	1	journal	journal	PROPN
fennia-3849	366	2	of	of	ADP
fennia-3849	366	3	technology	technology	NOUN
fennia-3849	366	4	transfer	transfer	NOUN
fennia-3849	366	5	22	22	NUM
fennia-3849	366	6	,	,	PUNCT
fennia-3849	366	7	105−122	105−122	PROPN
fennia-3849	366	8	.	.	PUNCT
fennia-3849	367	1	combes	combes	PROPN
fennia-3849	367	2	p	p	PROPN
fennia-3849	367	3	-	-	PUNCT
fennia-3849	367	4	p	p	NOUN
fennia-3849	367	5	,	,	PUNCT
fennia-3849	367	6	thierry	thierry	NOUN
fennia-3849	367	7	m	m	PROPN
fennia-3849	367	8	&	&	CCONJ
fennia-3849	367	9	thisse	thisse	PROPN
fennia-3849	367	10	j	j	PROPN
fennia-3849	367	11	-	-	PROPN
fennia-3849	367	12	f	f	PROPN
fennia-3849	367	13	2008	2008	NUM
fennia-3849	367	14	.	.	PUNCT
fennia-3849	368	1	economic	economic	ADJ
fennia-3849	368	2	geography	geography	NOUN
fennia-3849	368	3	.	.	PUNCT
fennia-3849	369	1	princeton	princeton	PROPN
fennia-3849	369	2	university	university	PROPN
fennia-3849	369	3	press	press	PROPN
fennia-3849	369	4	,	,	PUNCT
fennia-3849	369	5	princeton	princeton	PROPN
fennia-3849	369	6	.	.	PUNCT
fennia-3849	370	1	cooke	cooke	PROPN
fennia-3849	370	2	p	p	PROPN
fennia-3849	370	3	&	&	CCONJ
fennia-3849	370	4	leydesdorff	leydesdorff	PROPN
fennia-3849	370	5	l	l	PROPN
fennia-3849	370	6	2006	2006	NUM
fennia-3849	370	7	.	.	PUNCT
fennia-3849	371	1	regional	regional	ADJ
fennia-3849	371	2	development	development	NOUN
fennia-3849	371	3	in	in	ADP
fennia-3849	371	4	the	the	DET
fennia-3849	371	5	knowledge	knowledge	NOUN
fennia-3849	371	6	-	-	PUNCT
fennia-3849	371	7	based	base	VERB
fennia-3849	371	8	economy	economy	NOUN
fennia-3849	371	9	:	:	PUNCT
fennia-3849	371	10	the	the	DET
fennia-3849	371	11	construction	construction	NOUN
fennia-3849	371	12	of	of	ADP
fennia-3849	371	13	advantage	advantage	NOUN
fennia-3849	371	14	.	.	PUNCT
fennia-3849	372	1	journal	journal	NOUN
fennia-3849	372	2	of	of	ADP
fennia-3849	372	3	technology	technology	NOUN
fennia-3849	372	4	transfer	transfer	NOUN
fennia-3849	372	5	3	3	NUM
fennia-3849	372	6	:	:	PUNCT
fennia-3849	372	7	5−15	5−15	NUM
fennia-3849	372	8	.	.	PUNCT
fennia-3849	373	1	dillon	dillon	PROPN
fennia-3849	373	2	w	w	PROPN
fennia-3849	373	3	&	&	CCONJ
fennia-3849	373	4	goldstein	goldstein	PROPN
fennia-3849	373	5	m	m	PROPN
fennia-3849	373	6	1984	1984	NUM
fennia-3849	373	7	.	.	PUNCT
fennia-3849	374	1	multivariate	multivariate	NOUN
fennia-3849	374	2	analysis	analysis	NOUN
fennia-3849	374	3	.	.	PUNCT
fennia-3849	375	1	john	john	PROPN
fennia-3849	375	2	wiley	wiley	PROPN
fennia-3849	375	3	&	&	CCONJ
fennia-3849	375	4	sons	son	NOUN
fennia-3849	375	5	,	,	PUNCT
fennia-3849	375	6	new	new	PROPN
fennia-3849	375	7	york	york	PROPN
fennia-3849	375	8	.	.	PUNCT
fennia-3849	376	1	faraway	faraway	ADJ
fennia-3849	376	2	j	j	PROPN
fennia-3849	376	3	2006	2006	NUM
fennia-3849	376	4	.	.	PUNCT
fennia-3849	377	1	extending	extend	VERB
fennia-3849	377	2	the	the	DET
fennia-3849	377	3	linear	linear	ADJ
fennia-3849	377	4	model	model	NOUN
fennia-3849	377	5	with	with	ADP
fennia-3849	377	6	r.	r.	PROPN
fennia-3849	377	7	generalized	generalize	VERB
fennia-3849	377	8	linear	linear	PROPN
fennia-3849	377	9	,	,	PUNCT
fennia-3849	377	10	mixed	mixed	ADJ
fennia-3849	377	11	effects	effect	NOUN
fennia-3849	377	12	and	and	CCONJ
fennia-3849	377	13	nonparametric	nonparametric	NOUN
fennia-3849	377	14	regression	regression	NOUN
fennia-3849	377	15	models	model	NOUN
fennia-3849	377	16	.	.	PUNCT
fennia-3849	378	1	chapman	chapman	NOUN
fennia-3849	378	2	and	and	CCONJ
fennia-3849	378	3	hall/	hall/	NUM
fennia-3849	378	4	crc	crc	NOUN
fennia-3849	378	5	,	,	PUNCT
fennia-3849	378	6	new	new	PROPN
fennia-3849	378	7	york	york	PROPN
fennia-3849	378	8	.	.	PUNCT
fennia-3849	379	1	fujita	fujita	PROPN
fennia-3849	379	2	m	m	PROPN
fennia-3849	379	3	&	&	CCONJ
fennia-3849	379	4	krugman	krugman	PROPN
fennia-3849	379	5	p	p	PROPN
fennia-3849	379	6	2004	2004	PROPN
fennia-3849	379	7	.	.	PUNCT
fennia-3849	380	1	the	the	DET
fennia-3849	380	2	new	new	ADJ
fennia-3849	380	3	economic	economic	ADJ
fennia-3849	380	4	geography	geography	NOUN
fennia-3849	380	5	:	:	PUNCT
fennia-3849	380	6	past	past	ADJ
fennia-3849	380	7	,	,	PUNCT
fennia-3849	380	8	present	present	ADJ
fennia-3849	380	9	and	and	CCONJ
fennia-3849	380	10	future	future	NOUN
fennia-3849	380	11	.	.	PUNCT
fennia-3849	381	1	papers	paper	NOUN
fennia-3849	381	2	of	of	ADP
fennia-3849	381	3	regional	regional	ADJ
fennia-3849	381	4	science	science	NOUN
fennia-3849	381	5	83	83	NUM
fennia-3849	381	6	:	:	SYM
fennia-3849	381	7	1	1	NUM
fennia-3849	381	8	,	,	PUNCT
fennia-3849	381	9	139−164	139−164	NOUN
fennia-3849	381	10	.	.	PUNCT
fennia-3849	381	11	garretsen	garretsen	PROPN
fennia-3849	381	12	h	h	PROPN
fennia-3849	381	13	&	&	CCONJ
fennia-3849	381	14	martin	martin	PROPN
fennia-3849	381	15	r	r	PROPN
fennia-3849	381	16	2010	2010	NUM
fennia-3849	381	17	.	.	PUNCT
fennia-3849	382	1	rethinking	rethink	VERB
fennia-3849	382	2	(	(	PUNCT
fennia-3849	382	3	new	new	ADJ
fennia-3849	382	4	)	)	PUNCT
fennia-3849	382	5	economic	economic	ADJ
fennia-3849	382	6	geography	geography	NOUN
fennia-3849	382	7	models	model	NOUN
fennia-3849	382	8	:	:	PUNCT
fennia-3849	382	9	taking	take	VERB
fennia-3849	382	10	geography	geography	NOUN
fennia-3849	382	11	and	and	CCONJ
fennia-3849	382	12	history	history	NOUN
fennia-3849	382	13	more	more	ADV
fennia-3849	382	14	seriously	seriously	ADV
fennia-3849	382	15	.	.	PUNCT
fennia-3849	383	1	spatial	spatial	ADJ
fennia-3849	383	2	economic	economic	ADJ
fennia-3849	383	3	analysis	analysis	NOUN
fennia-3849	383	4	5	5	NUM
fennia-3849	383	5	:	:	SYM
fennia-3849	383	6	2	2	NUM
fennia-3849	383	7	,	,	PUNCT
fennia-3849	383	8	127−160	127−160	PROPN
fennia-3849	383	9	.	.	PUNCT
fennia-3849	383	10	glaeser	glaeser	NOUN
fennia-3849	383	11	e	e	PROPN
fennia-3849	383	12	2000	2000	NUM
fennia-3849	383	13	.	.	PUNCT
fennia-3849	384	1	the	the	DET
fennia-3849	384	2	new	new	ADJ
fennia-3849	384	3	economics	economic	NOUN
fennia-3849	384	4	of	of	ADP
fennia-3849	384	5	urban	urban	ADJ
fennia-3849	384	6	and	and	CCONJ
fennia-3849	384	7	regional	regional	ADJ
fennia-3849	384	8	growth	growth	NOUN
fennia-3849	384	9	.	.	PUNCT
fennia-3849	385	1	in	in	ADP
fennia-3849	385	2	gordon	gordon	PROPN
fennia-3849	385	3	c	c	PROPN
fennia-3849	385	4	,	,	PUNCT
fennia-3849	385	5	meric	meric	PROPN
fennia-3849	385	6	g	g	PROPN
fennia-3849	385	7	&	&	CCONJ
fennia-3849	385	8	feldman	feldman	PROPN
fennia-3849	385	9	m	m	PROPN
fennia-3849	385	10	(	(	PUNCT
fennia-3849	385	11	ed	ed	NOUN
fennia-3849	385	12	)	)	PUNCT
fennia-3849	385	13	.	.	PUNCT
fennia-3849	386	1	the	the	DET
fennia-3849	386	2	oxford	oxford	PROPN
fennia-3849	386	3	handbook	handbook	NOUN
fennia-3849	386	4	of	of	ADP
fennia-3849	386	5	economic	economic	ADJ
fennia-3849	386	6	geography	geography	NOUN
fennia-3849	386	7	,	,	PUNCT
fennia-3849	386	8	83−98	83−98	PROPN
fennia-3849	386	9	.	.	PUNCT
fennia-3849	387	1	oxford	oxford	PROPN
fennia-3849	387	2	university	university	PROPN
fennia-3849	387	3	press	press	NOUN
fennia-3849	387	4	,	,	PUNCT
fennia-3849	387	5	oxford	oxford	PROPN
fennia-3849	387	6	.	.	PUNCT
fennia-3849	388	1	gløersen	gløersen	PROPN
fennia-3849	388	2	e	e	PROPN
fennia-3849	388	3	2009	2009	NUM
fennia-3849	388	4	.	.	PUNCT
fennia-3849	389	1	strong	strong	ADJ
fennia-3849	389	2	,	,	PUNCT
fennia-3849	389	3	specific	specific	ADJ
fennia-3849	389	4	and	and	CCONJ
fennia-3849	389	5	promising	promising	ADJ
fennia-3849	389	6	.	.	PUNCT
fennia-3849	390	1	towards	towards	ADP
fennia-3849	390	2	a	a	DET
fennia-3849	390	3	vision	vision	NOUN
fennia-3849	390	4	for	for	ADP
fennia-3849	390	5	the	the	DET
fennia-3849	390	6	northern	northern	ADJ
fennia-3849	390	7	sparsely	sparsely	ADV
fennia-3849	390	8	populated	populated	ADJ
fennia-3849	390	9	area	area	NOUN
fennia-3849	390	10	in	in	ADP
fennia-3849	390	11	2020	2020	NUM
fennia-3849	390	12	.	.	PUNCT
fennia-3849	391	1	nordregio	nordregio	PROPN
fennia-3849	391	2	working	working	PROPN
fennia-3849	391	3	paper	paper	NOUN
fennia-3849	391	4	2009	2009	NUM
fennia-3849	391	5	:	:	PUNCT
fennia-3849	391	6	4	4	NUM
fennia-3849	391	7	.	.	X
fennia-3849	391	8	nordregio	nordregio	PROPN
fennia-3849	391	9	,	,	PUNCT
fennia-3849	391	10	stockholm	stockholm	PROPN
fennia-3849	391	11	.	.	PUNCT
fennia-3849	392	1	gløersen	gløersen	PROPN
fennia-3849	392	2	e	e	PROPN
fennia-3849	392	3	,	,	PUNCT
fennia-3849	392	4	dubois	dubois	PROPN
fennia-3849	392	5	a	a	PRON
fennia-3849	392	6	,	,	PUNCT
fennia-3849	392	7	copus	copus	PROPN
fennia-3849	392	8	a	a	PROPN
fennia-3849	392	9	&	&	CCONJ
fennia-3849	392	10	schürmann	schürmann	PROPN
fennia-3849	392	11	c	c	PROPN
fennia-3849	392	12	2005	2005	NUM
fennia-3849	392	13	.	.	PUNCT
fennia-3849	393	1	northern	northern	ADJ
fennia-3849	393	2	peripheral	peripheral	ADJ
fennia-3849	393	3	,	,	PUNCT
fennia-3849	393	4	sparsely	sparsely	ADV
fennia-3849	393	5	populated	populated	ADJ
fennia-3849	393	6	regions	region	NOUN
fennia-3849	393	7	in	in	ADP
fennia-3849	393	8	the	the	DET
fennia-3849	393	9	european	european	PROPN
fennia-3849	393	10	north	north	PROPN
fennia-3849	393	11	.	.	PUNCT
fennia-3849	394	1	nordregio	nordregio	PROPN
fennia-3849	394	2	report	report	VERB
fennia-3849	394	3	2005	2005	NUM
fennia-3849	394	4	:	:	PUNCT
fennia-3849	394	5	4	4	NUM
fennia-3849	394	6	.	.	X
fennia-3849	394	7	nordregio	nordregio	PROPN
fennia-3849	394	8	,	,	PUNCT
fennia-3849	394	9	stockholm	stockholm	PROPN
fennia-3849	394	10	.	.	PUNCT
fennia-3849	395	1	kainulainen	kainulainen	PROPN
fennia-3849	395	2	s	s	PROPN
fennia-3849	395	3	,	,	PUNCT
fennia-3849	395	4	rintala	rintala	PROPN
fennia-3849	395	5	t	t	PROPN
fennia-3849	395	6	&	&	CCONJ
fennia-3849	395	7	heikkilä	heikkilä	PROPN
fennia-3849	395	8	m	m	PROPN
fennia-3849	395	9	2001	2001	NUM
fennia-3849	395	10	.	.	PUNCT
fennia-3849	396	1	hyvinvoinnin	hyvinvoinnin	PROPN
fennia-3849	396	2	alueellinen	alueellinen	PROPN
fennia-3849	396	3	erilaistuminen	erilaistuminen	PROPN
fennia-3849	396	4	1990	1990	NUM
fennia-3849	396	5	-	-	PUNCT
fennia-3849	396	6	luvun	luvun	NOUN
fennia-3849	396	7	suo	suo	PROPN
fennia-3849	396	8	messa	messa	PROPN
fennia-3849	396	9	.	.	PROPN
fennia-3849	396	10	tutkimuksia	tutkimuksia	PROPN
fennia-3849	396	11	114	114	NUM
fennia-3849	396	12	.	.	PUNCT
fennia-3849	397	1	stakes	stake	NOUN
fennia-3849	397	2	,	,	PUNCT
fennia-3849	397	3	helsinki	helsinki	PROPN
fennia-3849	397	4	.	.	PUNCT
fennia-3849	398	1	karvonen	karvonen	PROPN
fennia-3849	398	2	s	s	PROPN
fennia-3849	398	3	&	&	CCONJ
fennia-3849	398	4	rintala	rintala	PROPN
fennia-3849	398	5	t	t	PROPN
fennia-3849	398	6	2005	2005	NUM
fennia-3849	398	7	.	.	PUNCT
fennia-3849	399	1	suomi	suomi	PROPN
fennia-3849	399	2	pirstaleina	pirstaleina	PROPN
fennia-3849	399	3	?	?	PUNCT
fennia-3849	400	1	hyvinvoinnin	hyvinvoinnin	PROPN
fennia-3849	400	2	alueelliset	alueelliset	VERB
fennia-3849	400	3	erot	erot	PROPN
fennia-3849	400	4	2000	2000	NUM
fennia-3849	400	5	-	-	PUNCT
fennia-3849	400	6	luvulla	luvulla	NOUN
fennia-3849	400	7	.	.	PUNCT
fennia-3849	401	1	maaseudun	maaseudun	PROPN
fennia-3849	401	2	uusi	uusi	PROPN
fennia-3849	401	3	aika	aika	PROPN
fennia-3849	401	4	13	13	NUM
fennia-3849	401	5	:	:	SYM
fennia-3849	401	6	2	2	NUM
fennia-3849	401	7	,	,	PUNCT
fennia-3849	401	8	4−20	4−20	PROPN
fennia-3849	401	9	.	.	PUNCT
fennia-3849	401	10	karvonen	karvonen	PROPN
fennia-3849	401	11	s	s	PROPN
fennia-3849	401	12	&	&	CCONJ
fennia-3849	401	13	rintala	rintala	PROPN
fennia-3849	401	14	t	t	PROPN
fennia-3849	401	15	2007	2007	NUM
fennia-3849	401	16	.	.	PUNCT
fennia-3849	402	1	maakuntien	maakuntien	PROPN
fennia-3849	402	2	sisäiset	sisäiset	PROPN
fennia-3849	402	3	hyvinvointierot	hyvinvointierot	PROPN
fennia-3849	402	4	.	.	PUNCT
fennia-3849	403	1	yhteiskuntapolitiikka	yhteiskuntapolitiikka	PROPN
fennia-3849	403	2	72	72	NUM
fennia-3849	403	3	:	:	SYM
fennia-3849	403	4	4	4	NUM
fennia-3849	403	5	,	,	PUNCT
fennia-3849	403	6	410−416	410−416	PROPN
fennia-3849	403	7	.	.	PUNCT
fennia-3849	403	8	kota	kota	PROPN
fennia-3849	404	1	online	online	PROPN
fennia-3849	404	2	2010	2010	NUM
fennia-3849	404	3	.	.	PUNCT
fennia-3849	405	1	database	database	NOUN
fennia-3849	405	2	.	.	PUNCT
fennia-3849	406	1	ministry	ministry	PROPN
fennia-3849	406	2	of	of	ADP
fennia-3849	406	3	education	education	PROPN
fennia-3849	406	4	,	,	PUNCT
fennia-3849	406	5	helsinki	helsinki	PROPN
fennia-3849	406	6	.	.	PUNCT
fennia-3849	407	1	krugman	krugman	PROPN
fennia-3849	407	2	p	p	PROPN
fennia-3849	407	3	1991	1991	NUM
fennia-3849	407	4	.	.	PUNCT
fennia-3849	408	1	increasing	increase	VERB
fennia-3849	408	2	returns	return	NOUN
fennia-3849	408	3	and	and	CCONJ
fennia-3849	408	4	economic	economic	ADJ
fennia-3849	408	5	geography	geography	NOUN
fennia-3849	408	6	.	.	PUNCT
fennia-3849	409	1	the	the	DET
fennia-3849	409	2	journal	journal	NOUN
fennia-3849	409	3	of	of	ADP
fennia-3849	409	4	political	political	ADJ
fennia-3849	409	5	economy	economy	NOUN
fennia-3849	409	6	99	99	NUM
fennia-3849	409	7	:	:	SYM
fennia-3849	409	8	3	3	NUM
fennia-3849	409	9	,	,	PUNCT
fennia-3849	409	10	473–499	473–499	NUM
fennia-3849	409	11	.	.	PUNCT
fennia-3849	410	1	krugman	krugman	PROPN
fennia-3849	410	2	p	p	PROPN
fennia-3849	410	3	1993	1993	NUM
fennia-3849	410	4	.	.	PUNCT
fennia-3849	411	1	geography	geography	NOUN
fennia-3849	411	2	and	and	CCONJ
fennia-3849	411	3	trade	trade	NOUN
fennia-3849	411	4	.	.	PUNCT
fennia-3849	412	1	the	the	DET
fennia-3849	412	2	mit	mit	PROPN
fennia-3849	412	3	press	press	PROPN
fennia-3849	412	4	,	,	PUNCT
fennia-3849	412	5	cambridge	cambridge	PROPN
fennia-3849	412	6	,	,	PUNCT
fennia-3849	412	7	ma	ma	PROPN
fennia-3849	412	8	.	.	PROPN
fennia-3849	412	9	krugman	krugman	PROPN
fennia-3849	412	10	p	p	PROPN
fennia-3849	412	11	1998	1998	NUM
fennia-3849	412	12	.	.	PUNCT
fennia-3849	413	1	what	what	PRON
fennia-3849	413	2	’s	’	VERB
fennia-3849	413	3	new	new	ADJ
fennia-3849	413	4	about	about	ADP
fennia-3849	413	5	the	the	DET
fennia-3849	413	6	new	new	ADJ
fennia-3849	413	7	economic	economic	ADJ
fennia-3849	413	8	geography	geography	NOUN
fennia-3849	413	9	?	?	PUNCT
fennia-3849	414	1	oxford	oxford	PROPN
fennia-3849	414	2	review	review	NOUN
fennia-3849	414	3	of	of	ADP
fennia-3849	414	4	economic	economic	ADJ
fennia-3849	414	5	policy	policy	NOUN
fennia-3849	414	6	14	14	NUM
fennia-3849	414	7	:	:	SYM
fennia-3849	414	8	2	2	NUM
fennia-3849	414	9	,	,	PUNCT
fennia-3849	414	10	7–17	7–17	PROPN
fennia-3849	414	11	.	.	PUNCT
fennia-3849	415	1	lehtonen	lehtonen	PROPN
fennia-3849	415	2	o	o	PROPN
fennia-3849	415	3	&	&	CCONJ
fennia-3849	415	4	tykkyläinen	tykkyläinen	PROPN
fennia-3849	415	5	m	m	PROPN
fennia-3849	415	6	2009	2009	NUM
fennia-3849	415	7	.	.	PUNCT
fennia-3849	416	1	muuttoliikkeen	muuttoliikkeen	PROPN
fennia-3849	416	2	alueelliset	alueelliset	VERB
fennia-3849	416	3	muodostumat	muodostumat	PROPN
fennia-3849	416	4	ja	ja	PROPN
fennia-3849	416	5	pulssi	pulssi	PROPN
fennia-3849	416	6	suomessa	suomessa	NOUN
fennia-3849	416	7	1980–2006	1980–2006	NUM
fennia-3849	416	8	.	.	PUNCT
fennia-3849	417	1	terra	terra	VERB
fennia-3849	417	2	121	121	NUM
fennia-3849	417	3	:	:	SYM
fennia-3849	417	4	2	2	NUM
fennia-3849	417	5	,	,	PUNCT
fennia-3849	417	6	119−137	119−137	NUM
fennia-3849	417	7	.	.	PUNCT
fennia-3849	418	1	lever	lever	PROPN
fennia-3849	418	2	w	w	PROPN
fennia-3849	418	3	2001	2001	NUM
fennia-3849	418	4	.	.	PUNCT
fennia-3849	419	1	correlating	correlate	VERB
fennia-3849	419	2	the	the	DET
fennia-3849	419	3	knowledge	knowledge	NOUN
fennia-3849	419	4	-	-	PUNCT
fennia-3849	419	5	base	base	NOUN
fennia-3849	419	6	of	of	ADP
fennia-3849	419	7	cities	city	NOUN
fennia-3849	419	8	with	with	ADP
fennia-3849	419	9	economic	economic	ADJ
fennia-3849	419	10	growth	growth	NOUN
fennia-3849	419	11	.	.	PUNCT
fennia-3849	420	1	urban	urban	ADJ
fennia-3849	420	2	studies	study	NOUN
fennia-3849	420	3	39	39	NUM
fennia-3849	420	4	:	:	PUNCT
fennia-3849	420	5	5−6	5−6	NUM
fennia-3849	420	6	,	,	PUNCT
fennia-3849	420	7	859−870	859−870	PROPN
fennia-3849	420	8	.	.	PUNCT
fennia-3849	421	1	lundholm	lundholm	ADJ
fennia-3849	421	2	e	e	NOUN
fennia-3849	421	3	2007	2007	NUM
fennia-3849	421	4	.	.	PUNCT
fennia-3849	422	1	new	new	ADJ
fennia-3849	422	2	motives	motive	NOUN
fennia-3849	422	3	for	for	ADP
fennia-3849	422	4	migration	migration	NOUN
fennia-3849	422	5	?	?	PUNCT
fennia-3849	423	1	on	on	ADP
fennia-3849	423	2	interregional	interregional	ADJ
fennia-3849	423	3	mobility	mobility	NOUN
fennia-3849	423	4	in	in	ADP
fennia-3849	423	5	the	the	DET
fennia-3849	423	6	nordic	nordic	ADJ
fennia-3849	423	7	countries	country	NOUN
fennia-3849	423	8	.	.	PUNCT
fennia-3849	424	1	gerum	gerum	NOUN
fennia-3849	424	2	2007	2007	NUM
fennia-3849	424	3	:	:	PUNCT
fennia-3849	424	4	2	2	NUM
fennia-3849	424	5	.	.	X
fennia-3849	424	6	martinez	martinez	PROPN
fennia-3849	424	7	-	-	PUNCT
fennia-3849	424	8	zarzoso	zarzoso	PROPN
fennia-3849	424	9	i	i	PROPN
fennia-3849	424	10	2003	2003	NUM
fennia-3849	424	11	.	.	PUNCT
fennia-3849	425	1	gravity	gravity	NOUN
fennia-3849	425	2	model	model	NOUN
fennia-3849	425	3	:	:	PUNCT
fennia-3849	425	4	an	an	DET
fennia-3849	425	5	application	application	NOUN
fennia-3849	425	6	to	to	PART
fennia-3849	425	7	trade	trade	VERB
fennia-3849	425	8	between	between	ADP
fennia-3849	425	9	regional	regional	ADJ
fennia-3849	425	10	blocs	bloc	NOUN
fennia-3849	425	11	.	.	PUNCT
fennia-3849	426	1	atlantic	atlantic	ADJ
fennia-3849	426	2	economic	economic	PROPN
fennia-3849	426	3	journal	journal	NOUN
fennia-3849	426	4	31	31	NUM
fennia-3849	426	5	:	:	SYM
fennia-3849	426	6	2	2	NUM
fennia-3849	426	7	,	,	PUNCT
fennia-3849	426	8	174−187	174−187	NUM
fennia-3849	426	9	.	.	PUNCT
fennia-3849	426	10	oecd	oecd	PROPN
fennia-3849	426	11	2006	2006	NUM
fennia-3849	426	12	.	.	PUNCT
fennia-3849	427	1	the	the	DET
fennia-3849	427	2	new	new	ADJ
fennia-3849	427	3	rural	rural	ADJ
fennia-3849	427	4	paradigm	paradigm	NOUN
fennia-3849	427	5	.	.	PUNCT
fennia-3849	428	1	oecd	oecd	PROPN
fennia-3849	428	2	,	,	PUNCT
fennia-3849	428	3	paris	paris	PROPN
fennia-3849	428	4	.	.	PUNCT
fennia-3849	429	1	paasi	paasi	PROPN
fennia-3849	429	2	a	a	DET
fennia-3849	429	3	&	&	CCONJ
fennia-3849	429	4	vartiainen	vartiainen	NOUN
fennia-3849	429	5	p	p	NOUN
fennia-3849	429	6	1981	1981	NUM
fennia-3849	429	7	.	.	PUNCT
fennia-3849	430	1	keskuksen	keskuksen	PROPN
fennia-3849	430	2	ja	ja	PROPN
fennia-3849	430	3	ympäristön	ympäristön	PROPN
fennia-3849	430	4	välinen	välinen	PROPN
fennia-3849	430	5	muuttoliike	muuttoliike	PROPN
fennia-3849	430	6	:	:	PUNCT
fennia-3849	430	7	tapaustutkimus	tapaustutkimus	NOUN
fennia-3849	430	8	joensuusta	joensuusta	PROPN
fennia-3849	430	9	.	.	PUNCT
fennia-3849	431	1	terra	terra	VERB
fennia-3849	431	2	83	83	NUM
fennia-3849	431	3	:	:	SYM
fennia-3849	431	4	2	2	NUM
fennia-3849	431	5	,	,	PUNCT
fennia-3849	431	6	57−72	57−72	NOUN
fennia-3849	431	7	.	.	PUNCT
fennia-3849	432	1	pacione	pacione	PROPN
fennia-3849	432	2	m	m	PROPN
fennia-3849	432	3	2005	2005	NUM
fennia-3849	432	4	.	.	PUNCT
fennia-3849	433	1	urban	urban	ADJ
fennia-3849	433	2	geography	geography	PROPN
fennia-3849	433	3	,	,	PUNCT
fennia-3849	433	4	a	a	DET
fennia-3849	433	5	global	global	ADJ
fennia-3849	433	6	perspective	perspective	NOUN
fennia-3849	433	7	.	.	PUNCT
fennia-3849	434	1	routledge	routledge	PROPN
fennia-3849	434	2	,	,	PUNCT
fennia-3849	434	3	new	new	PROPN
fennia-3849	434	4	york	york	PROPN
fennia-3849	434	5	.	.	PUNCT
fennia-3849	435	1	partridge	partridge	PROPN
fennia-3849	435	2	m	m	PROPN
fennia-3849	435	3	,	,	PUNCT
fennia-3849	435	4	bollman	bollman	ADJ
fennia-3849	435	5	r	r	NOUN
fennia-3849	435	6	,	,	PUNCT
fennia-3849	435	7	olfert	olfert	NOUN
fennia-3849	435	8	m	m	PROPN
fennia-3849	435	9	&	&	CCONJ
fennia-3849	435	10	alesia	alesia	PROPN
fennia-3849	435	11	a	a	DET
fennia-3849	435	12	2007	2007	NUM
fennia-3849	435	13	.	.	PUNCT
fennia-3849	436	1	riding	ride	VERB
fennia-3849	436	2	the	the	DET
fennia-3849	436	3	wave	wave	NOUN
fennia-3849	436	4	of	of	ADP
fennia-3849	436	5	urban	urban	ADJ
fennia-3849	436	6	growth	growth	NOUN
fennia-3849	436	7	in	in	ADP
fennia-3849	436	8	the	the	DET
fennia-3849	436	9	countrycountryside	countrycountryside	NOUN
fennia-3849	436	10	:	:	PUNCT
fennia-3849	436	11	spread	spread	NOUN
fennia-3849	436	12	,	,	PUNCT
fennia-3849	436	13	backwash	backwash	NOUN
fennia-3849	436	14	,	,	PUNCT
fennia-3849	436	15	or	or	CCONJ
fennia-3849	436	16	stagnation	stagnation	NOUN
fennia-3849	436	17	?	?	PUNCT
fennia-3849	437	1	land	land	NOUN
fennia-3849	437	2	economics	economic	NOUN
fennia-3849	437	3	83	83	NUM
fennia-3849	437	4	:	:	SYM
fennia-3849	437	5	2	2	NUM
fennia-3849	437	6	,	,	PUNCT
fennia-3849	437	7	128–152	128–152	NUM
fennia-3849	437	8	.	.	PUNCT
fennia-3849	438	1	partridge	partridge	PROPN
fennia-3849	438	2	m	m	PROPN
fennia-3849	438	3	&	&	CCONJ
fennia-3849	438	4	rickman	rickman	PROPN
fennia-3849	438	5	d	d	PROPN
fennia-3849	438	6	2008	2008	NUM
fennia-3849	438	7	.	.	PUNCT
fennia-3849	439	1	distance	distance	NOUN
fennia-3849	439	2	from	from	ADP
fennia-3849	439	3	urban	urban	ADJ
fennia-3849	439	4	agglomeration	agglomeration	NOUN
fennia-3849	439	5	economies	economy	NOUN
fennia-3849	439	6	and	and	CCONJ
fennia-3849	439	7	rural	rural	ADJ
fennia-3849	439	8	poverty	poverty	NOUN
fennia-3849	439	9	.	.	PUNCT
fennia-3849	440	1	journal	journal	NOUN
fennia-3849	440	2	of	of	ADP
fennia-3849	440	3	regional	regional	ADJ
fennia-3849	440	4	science	science	NOUN
fennia-3849	440	5	48	48	NUM
fennia-3849	440	6	:	:	SYM
fennia-3849	440	7	2	2	NUM
fennia-3849	440	8	,	,	PUNCT
fennia-3849	440	9	285−310	285−310	PROPN
fennia-3849	440	10	.	.	PUNCT
fennia-3849	441	1	partridge	partridge	PROPN
fennia-3849	441	2	m	m	PROPN
fennia-3849	441	3	,	,	PUNCT
fennia-3849	441	4	rickman	rickman	PROPN
fennia-3849	441	5	d	d	PROPN
fennia-3849	441	6	,	,	PUNCT
fennia-3849	441	7	ali	ali	PROPN
fennia-3849	441	8	k	k	PROPN
fennia-3849	441	9	&	&	CCONJ
fennia-3849	441	10	olfert	olfert	PROPN
fennia-3849	441	11	m	m	PROPN
fennia-3849	441	12	2008	2008	NUM
fennia-3849	441	13	.	.	PUNCT
fennia-3849	442	1	lost	lose	VERB
fennia-3849	442	2	in	in	ADP
fennia-3849	442	3	space	space	NOUN
fennia-3849	442	4	:	:	PUNCT
fennia-3849	442	5	population	population	NOUN
fennia-3849	442	6	growth	growth	NOUN
fennia-3849	442	7	in	in	ADP
fennia-3849	442	8	the	the	DET
fennia-3849	442	9	american	american	ADJ
fennia-3849	442	10	hinterlands	hinterland	NOUN
fennia-3849	442	11	and	and	CCONJ
fennia-3849	442	12	small	small	ADJ
fennia-3849	442	13	cities	city	NOUN
fennia-3849	442	14	.	.	PUNCT
fennia-3849	443	1	journal	journal	NOUN
fennia-3849	443	2	of	of	ADP
fennia-3849	443	3	economic	economic	ADJ
fennia-3849	443	4	geography	geography	NOUN
fennia-3849	443	5	8	8	NUM
fennia-3849	443	6	:	:	SYM
fennia-3849	443	7	6	6	NUM
fennia-3849	443	8	,	,	PUNCT
fennia-3849	443	9	727–757	727–757	NUM
fennia-3849	443	10	.	.	PUNCT
fennia-3849	444	1	polèse	polèse	NOUN
fennia-3849	444	2	m	m	PROPN
fennia-3849	444	3	&	&	CCONJ
fennia-3849	444	4	shearmur	shearmur	PROPN
fennia-3849	444	5	r	r	PROPN
fennia-3849	444	6	2004	2004	NUM
fennia-3849	444	7	.	.	PUNCT
fennia-3849	445	1	is	be	AUX
fennia-3849	445	2	distance	distance	NOUN
fennia-3849	445	3	really	really	ADV
fennia-3849	445	4	dead	dead	ADJ
fennia-3849	445	5	?	?	PUNCT
fennia-3849	446	1	comparing	compare	VERB
fennia-3849	446	2	industrial	industrial	ADJ
fennia-3849	446	3	location	location	NOUN
fennia-3849	446	4	patterns	pattern	NOUN
fennia-3849	446	5	over	over	ADP
fennia-3849	446	6	time	time	NOUN
fennia-3849	446	7	in	in	ADP
fennia-3849	446	8	canada	canada	PROPN
fennia-3849	446	9	.	.	PUNCT
fennia-3849	447	1	international	international	ADJ
fennia-3849	447	2	regional	regional	ADJ
fennia-3849	447	3	science	science	NOUN
fennia-3849	447	4	review	review	NOUN
fennia-3849	447	5	27	27	NUM
fennia-3849	447	6	:	:	SYM
fennia-3849	447	7	4	4	NUM
fennia-3849	447	8	,	,	PUNCT
fennia-3849	447	9	431–457	431–457	NUM
fennia-3849	447	10	.	.	PUNCT
fennia-3849	448	1	raspe	raspe	PROPN
fennia-3849	448	2	o	o	PROPN
fennia-3849	448	3	&	&	CCONJ
fennia-3849	448	4	van	van	PROPN
fennia-3849	448	5	oort	oort	NOUN
fennia-3849	448	6	f	f	PROPN
fennia-3849	448	7	2006	2006	NUM
fennia-3849	448	8	.	.	PUNCT
fennia-3849	449	1	the	the	DET
fennia-3849	449	2	knowledge	knowledge	NOUN
fennia-3849	449	3	economy	economy	NOUN
fennia-3849	449	4	and	and	CCONJ
fennia-3849	449	5	urban	urban	ADJ
fennia-3849	449	6	economic	economic	ADJ
fennia-3849	449	7	growth	growth	NOUN
fennia-3849	449	8	.	.	PUNCT
fennia-3849	450	1	european	european	ADJ
fennia-3849	450	2	planning	planning	PROPN
fennia-3849	450	3	studies	study	NOUN
fennia-3849	450	4	14	14	NUM
fennia-3849	450	5	:	:	SYM
fennia-3849	450	6	9	9	NUM
fennia-3849	450	7	,	,	PUNCT
fennia-3849	450	8	1209−1234	1209−1234	NUM
fennia-3849	450	9	.	.	NOUN
fennia-3849	450	10	62	62	NUM
fennia-3849	450	11	fennia	fennia	NOUN
fennia-3849	450	12	189	189	NUM
fennia-3849	450	13	:	:	SYM
fennia-3849	450	14	2	2	NUM
fennia-3849	450	15	(	(	PUNCT
fennia-3849	450	16	2011)olli	2011)olli	NUM
fennia-3849	450	17	lehtonen	lehtonen	NOUN
fennia-3849	450	18	and	and	CCONJ
fennia-3849	450	19	markku	markku	PROPN
fennia-3849	450	20	tykkyläinen	tykkyläinen	PROPN
fennia-3849	450	21	rosenthal	rosenthal	PROPN
fennia-3849	450	22	s	s	PROPN
fennia-3849	450	23	&	&	CCONJ
fennia-3849	450	24	strange	strange	ADJ
fennia-3849	450	25	w	w	PROPN
fennia-3849	450	26	2001	2001	NUM
fennia-3849	450	27	.	.	PUNCT
fennia-3849	451	1	the	the	DET
fennia-3849	451	2	determinants	determinant	NOUN
fennia-3849	451	3	of	of	ADP
fennia-3849	451	4	agglomeration	agglomeration	NOUN
fennia-3849	451	5	.	.	PUNCT
fennia-3849	452	1	journal	journal	PROPN
fennia-3849	452	2	of	of	ADP
fennia-3849	452	3	urban	urban	ADJ
fennia-3849	452	4	economics	economic	NOUN
fennia-3849	452	5	50	50	NUM
fennia-3849	452	6	:	:	SYM
fennia-3849	452	7	2	2	NUM
fennia-3849	452	8	,	,	PUNCT
fennia-3849	452	9	191−229	191−229	NUM
fennia-3849	453	1	.	.	PUNCT
fennia-3849	453	2	rouvinen	rouvinen	PROPN
fennia-3849	453	3	p	p	PROPN
fennia-3849	453	4	&	&	CCONJ
fennia-3849	453	5	ylä	ylä	PROPN
fennia-3849	453	6	-	-	PUNCT
fennia-3849	453	7	anttila	anttila	PROPN
fennia-3849	453	8	p	p	PROPN
fennia-3849	453	9	2003	2003	NUM
fennia-3849	453	10	.	.	PUNCT
fennia-3849	454	1	case	case	NOUN
fennia-3849	454	2	study	study	NOUN
fennia-3849	454	3	:	:	PUNCT
fennia-3849	454	4	little	little	ADJ
fennia-3849	454	5	finland	finland	PROPN
fennia-3849	454	6	’s	’s	PART
fennia-3849	454	7	transformation	transformation	NOUN
fennia-3849	454	8	to	to	ADP
fennia-3849	454	9	a	a	DET
fennia-3849	454	10	wireless	wireless	ADJ
fennia-3849	454	11	giant	giant	NOUN
fennia-3849	454	12	.	.	PUNCT
fennia-3849	455	1	in	in	ADP
fennia-3849	455	2	dutta	dutta	PROPN
fennia-3849	455	3	s	s	PROPN
fennia-3849	455	4	,	,	PUNCT
fennia-3849	455	5	lanvin	lanvin	PROPN
fennia-3849	455	6	b	b	PROPN
fennia-3849	455	7	&	&	CCONJ
fennia-3849	455	8	paua	paua	PROPN
fennia-3849	455	9	f	f	PROPN
fennia-3849	455	10	(	(	PUNCT
fennia-3849	455	11	ed	ed	NOUN
fennia-3849	455	12	)	)	PUNCT
fennia-3849	455	13	.	.	PUNCT
fennia-3849	456	1	the	the	DET
fennia-3849	456	2	global	global	ADJ
fennia-3849	456	3	information	information	PROPN
fennia-3849	456	4	technology	technology	PROPN
fennia-3849	456	5	report	report	NOUN
fennia-3849	456	6	2003−2004	2003−2004	NUM
fennia-3849	456	7	,	,	PUNCT
fennia-3849	456	8	87−107	87−107	NUM
fennia-3849	456	9	.	.	PUNCT
fennia-3849	457	1	oxford	oxford	PROPN
fennia-3849	457	2	university	university	PROPN
fennia-3849	457	3	press	press	NOUN
fennia-3849	457	4	,	,	PUNCT
fennia-3849	457	5	new	new	PROPN
fennia-3849	457	6	york	york	PROPN
fennia-3849	457	7	.	.	PUNCT
fennia-3849	458	1	schmitt	schmitt	PROPN
fennia-3849	458	2	b	b	PROPN
fennia-3849	458	3	&	&	CCONJ
fennia-3849	458	4	henry	henry	PROPN
fennia-3849	458	5	m	m	PROPN
fennia-3849	458	6	2000	2000	NUM
fennia-3849	458	7	.	.	PUNCT
fennia-3849	459	1	size	size	NOUN
fennia-3849	459	2	and	and	CCONJ
fennia-3849	459	3	growth	growth	NOUN
fennia-3849	459	4	of	of	ADP
fennia-3849	459	5	urban	urban	ADJ
fennia-3849	459	6	centers	center	NOUN
fennia-3849	459	7	in	in	ADP
fennia-3849	459	8	french	french	ADJ
fennia-3849	459	9	labor	labor	NOUN
fennia-3849	459	10	market	market	NOUN
fennia-3849	459	11	areas	area	NOUN
fennia-3849	459	12	:	:	PUNCT
fennia-3849	459	13	consequences	consequence	NOUN
fennia-3849	459	14	for	for	ADP
fennia-3849	459	15	rural	rural	ADJ
fennia-3849	459	16	population	population	NOUN
fennia-3849	459	17	and	and	CCONJ
fennia-3849	459	18	employment	employment	NOUN
fennia-3849	459	19	.	.	PUNCT
fennia-3849	460	1	regional	regional	ADJ
fennia-3849	460	2	science	science	PROPN
fennia-3849	460	3	and	and	CCONJ
fennia-3849	460	4	urban	urban	ADJ
fennia-3849	460	5	economics	economic	NOUN
fennia-3849	460	6	30	30	NUM
fennia-3849	460	7	:	:	SYM
fennia-3849	460	8	1	1	NUM
fennia-3849	460	9	,	,	PUNCT
fennia-3849	460	10	1−21	1−21	NUM
fennia-3849	460	11	.	.	PUNCT
fennia-3849	460	12	siirilä	siirilä	PROPN
fennia-3849	460	13	s	s	PROPN
fennia-3849	460	14	,	,	PUNCT
fennia-3849	460	15	hautamäki	hautamäki	PROPN
fennia-3849	460	16	l	l	PROPN
fennia-3849	460	17	,	,	PUNCT
fennia-3849	460	18	kuitunen	kuitunen	PROPN
fennia-3849	460	19	j	j	PROPN
fennia-3849	460	20	&	&	CCONJ
fennia-3849	460	21	keski	keski	PROPN
fennia-3849	460	22	-	-	PUNCT
fennia-3849	460	23	petäjä	petäjä	PROPN
fennia-3849	460	24	t	t	PROPN
fennia-3849	460	25	1990	1990	NUM
fennia-3849	460	26	.	.	PUNCT
fennia-3849	461	1	regional	regional	ADJ
fennia-3849	461	2	well	well	ADV
fennia-3849	461	3	-	-	PUNCT
fennia-3849	461	4	being	be	AUX
fennia-3849	461	5	variations	variation	NOUN
fennia-3849	461	6	in	in	ADP
fennia-3849	461	7	finland	finland	PROPN
fennia-3849	461	8	.	.	PUNCT
fennia-3849	462	1	fennia	fennia	PROPN
fennia-3849	462	2	168	168	NUM
fennia-3849	462	3	:	:	PUNCT
fennia-3849	462	4	2	2	NUM
fennia-3849	462	5	,	,	PUNCT
fennia-3849	462	6	179–200	179–200	NUM
fennia-3849	462	7	.	.	PUNCT
fennia-3849	463	1	statistics	statistics	PROPN
fennia-3849	463	2	finland	finland	PROPN
fennia-3849	463	3	1996	1996	NUM
fennia-3849	463	4	.	.	PUNCT
fennia-3849	464	1	suomi	suomi	PROPN
fennia-3849	464	2	cd	cd	PROPN
fennia-3849	464	3	.	.	PUNCT
fennia-3849	465	1	statistics	statistics	PROPN
fennia-3849	465	2	finland	finland	PROPN
fennia-3849	465	3	,	,	PUNCT
fennia-3849	465	4	helsinki	helsinki	PROPN
fennia-3849	465	5	.	.	PUNCT
fennia-3849	466	1	statistics	statistics	PROPN
fennia-3849	466	2	finland	finland	PROPN
fennia-3849	466	3	2006	2006	NUM
fennia-3849	466	4	.	.	PUNCT
fennia-3849	467	1	suomi	suomi	PROPN
fennia-3849	467	2	cd	cd	PROPN
fennia-3849	467	3	.	.	PUNCT
fennia-3849	468	1	statistics	statistics	PROPN
fennia-3849	468	2	finland	finland	PROPN
fennia-3849	468	3	.	.	PUNCT
fennia-3849	469	1	helsinki	helsinki	PROPN
fennia-3849	469	2	.	.	PUNCT
fennia-3849	470	1	statistics	statistics	PROPN
fennia-3849	470	2	finland	finland	PROPN
fennia-3849	470	3	2010a	2010a	PROPN
fennia-3849	470	4	.	.	PUNCT
fennia-3849	471	1	regional	regional	ADJ
fennia-3849	471	2	account	account	PROPN
fennia-3849	471	3	,	,	PUNCT
fennia-3849	471	4	database	database	NOUN
fennia-3849	471	5	.	.	PUNCT
fennia-3849	472	1	statistics	statistics	PROPN
fennia-3849	472	2	finland	finland	PROPN
fennia-3849	472	3	,	,	PUNCT
fennia-3849	472	4	helsinki	helsinki	PROPN
fennia-3849	472	5	.	.	PUNCT
fennia-3849	473	1	statistics	statistics	PROPN
fennia-3849	473	2	finland	finland	PROPN
fennia-3849	473	3	2010b	2010b	NUM
fennia-3849	473	4	.	.	PUNCT
fennia-3849	474	1	research	research	NOUN
fennia-3849	474	2	and	and	CCONJ
fennia-3849	474	3	development	development	NOUN
fennia-3849	474	4	,	,	PUNCT
fennia-3849	474	5	database	database	NOUN
fennia-3849	474	6	.	.	PUNCT
fennia-3849	475	1	statistics	statistics	PROPN
fennia-3849	475	2	finland	finland	PROPN
fennia-3849	475	3	,	,	PUNCT
fennia-3849	475	4	helsinki	helsinki	PROPN
fennia-3849	475	5	.	.	PUNCT
fennia-3849	476	1	suorsa	suorsa	PROPN
fennia-3849	476	2	k	k	PROPN
fennia-3849	476	3	2007	2007	NUM
fennia-3849	476	4	.	.	PUNCT
fennia-3849	477	1	regionality	regionality	NOUN
fennia-3849	477	2	,	,	PUNCT
fennia-3849	477	3	innovation	innovation	NOUN
fennia-3849	477	4	policy	policy	NOUN
fennia-3849	477	5	and	and	CCONJ
fennia-3849	477	6	peripheral	peripheral	ADJ
fennia-3849	477	7	regions	region	NOUN
fennia-3849	477	8	in	in	ADP
fennia-3849	477	9	finland	finland	PROPN
fennia-3849	477	10	,	,	PUNCT
fennia-3849	477	11	sweden	sweden	PROPN
fennia-3849	477	12	and	and	CCONJ
fennia-3849	477	13	nornorway	nornorway	PROPN
fennia-3849	477	14	.	.	PUNCT
fennia-3849	478	1	fennia	fennia	NOUN
fennia-3849	478	2	185	185	NUM
fennia-3849	478	3	:	:	SYM
fennia-3849	478	4	1	1	NUM
fennia-3849	478	5	,	,	PUNCT
fennia-3849	478	6	15–29	15–29	NUM
fennia-3849	478	7	.	.	PUNCT
fennia-3849	479	1	tervo	tervo	PROPN
fennia-3849	479	2	h	h	PROPN
fennia-3849	479	3	2009	2009	NUM
fennia-3849	479	4	.	.	PUNCT
fennia-3849	480	1	centres	centre	NOUN
fennia-3849	480	2	and	and	CCONJ
fennia-3849	480	3	peripheries	periphery	NOUN
fennia-3849	480	4	in	in	ADP
fennia-3849	480	5	finland	finland	PROPN
fennia-3849	480	6	:	:	PUNCT
fennia-3849	480	7	granger	granger	PROPN
fennia-3849	480	8	causality	causality	NOUN
fennia-3849	480	9	tests	test	NOUN
fennia-3849	480	10	using	use	VERB
fennia-3849	480	11	panel	panel	NOUN
fennia-3849	480	12	data	datum	NOUN
fennia-3849	480	13	.	.	PUNCT
fennia-3849	481	1	spatial	spatial	ADJ
fennia-3849	481	2	economic	economic	ADJ
fennia-3849	481	3	analysis	analysis	NOUN
fennia-3849	481	4	4	4	NUM
fennia-3849	481	5	:	:	SYM
fennia-3849	481	6	4	4	NUM
fennia-3849	481	7	,	,	PUNCT
fennia-3849	481	8	377	377	NUM
fennia-3849	481	9	–	–	SYM
fennia-3849	481	10	390	390	NUM
fennia-3849	481	11	.	.	PUNCT
fennia-3849	482	1	tykkyläinen	tykkyläinen	PROPN
fennia-3849	482	2	m	m	PROPN
fennia-3849	482	3	1988	1988	NUM
fennia-3849	482	4	.	.	PUNCT
fennia-3849	483	1	periphery	periphery	NOUN
fennia-3849	483	2	syndrome	syndrome	NOUN
fennia-3849	483	3	−	−	PROPN
fennia-3849	483	4	a	a	DET
fennia-3849	483	5	reinterpretation	reinterpretation	NOUN
fennia-3849	483	6	of	of	ADP
fennia-3849	483	7	regional	regional	ADJ
fennia-3849	483	8	development	development	NOUN
fennia-3849	483	9	theory	theory	NOUN
fennia-3849	483	10	in	in	ADP
fennia-3849	483	11	a	a	DET
fennia-3849	483	12	resource	resource	NOUN
fennia-3849	483	13	periphery	periphery	NOUN
fennia-3849	483	14	.	.	PUNCT
fennia-3849	484	1	fennia	fennia	NOUN
fennia-3849	484	2	166	166	NUM
fennia-3849	484	3	:	:	PUNCT
fennia-3849	484	4	2	2	NUM
fennia-3849	484	5	,	,	PUNCT
fennia-3849	484	6	295−411	295−411	PROPN
fennia-3849	484	7	.	.	NOUN
fennia-3849	484	8	vaattovaara	vaattovaara	NOUN
fennia-3849	484	9	m	m	VERB
fennia-3849	484	10	1998	1998	NUM
fennia-3849	484	11	.	.	PUNCT
fennia-3849	485	1	pääkaupunkiseudun	pääkaupunkiseudun	PROPN
fennia-3849	485	2	sosiaalinen	sosiaalinen	PROPN
fennia-3849	485	3	erilaistuminen	erilaistuminen	PROPN
fennia-3849	485	4	:	:	PUNCT
fennia-3849	485	5	ympäristö	ympäristö	PROPN
fennia-3849	485	6	ja	ja	PROPN
fennia-3849	485	7	alueellisuus	alueellisuus	PROPN
fennia-3849	485	8	.	.	PUNCT
fennia-3849	486	1	city	city	PROPN
fennia-3849	486	2	of	of	ADP
fennia-3849	486	3	helsinki	helsinki	PROPN
fennia-3849	486	4	urban	urban	PROPN
fennia-3849	486	5	facts	fact	NOUN
fennia-3849	486	6	research	research	NOUN
fennia-3849	486	7	series	series	NOUN
fennia-3849	486	8	1998	1998	NUM
fennia-3849	486	9	:	:	PUNCT
fennia-3849	487	1	7	7	X
fennia-3849	487	2	.	.	X
fennia-3849	487	3	van	van	PROPN
fennia-3849	487	4	oort	oort	NOUN
fennia-3849	487	5	f	f	PROPN
fennia-3849	487	6	,	,	PUNCT
fennia-3849	487	7	oud	oud	PROPN
fennia-3849	487	8	j	j	PROPN
fennia-3849	487	9	&	&	CCONJ
fennia-3849	487	10	raspe	raspe	VERB
fennia-3849	487	11	o	o	PROPN
fennia-3849	487	12	2009	2009	NUM
fennia-3849	487	13	.	.	PUNCT
fennia-3849	488	1	the	the	DET
fennia-3849	488	2	urban	urban	ADJ
fennia-3849	488	3	knowledge	knowledge	PROPN
fennia-3849	488	4	economy	economy	NOUN
fennia-3849	488	5	and	and	CCONJ
fennia-3849	488	6	employment	employment	NOUN
fennia-3849	488	7	growth	growth	NOUN
fennia-3849	488	8	:	:	PUNCT
fennia-3849	488	9	a	a	DET
fennia-3849	488	10	spatial	spatial	ADJ
fennia-3849	488	11	structural	structural	ADJ
fennia-3849	488	12	equation	equation	NOUN
fennia-3849	488	13	modeling	modeling	NOUN
fennia-3849	488	14	approach	approach	NOUN
fennia-3849	488	15	.	.	PUNCT
fennia-3849	489	1	annals	annal	NOUN
fennia-3849	489	2	of	of	ADP
fennia-3849	489	3	regional	regional	ADJ
fennia-3849	489	4	science	science	NOUN
fennia-3849	489	5	43	43	NUM
fennia-3849	489	6	:	:	SYM
fennia-3849	489	7	4	4	NUM
fennia-3849	489	8	,	,	PUNCT
fennia-3849	489	9	857–877	857–877	NUM
fennia-3849	489	10	.	.	PUNCT
fennia-3849	490	1	vartiainen	vartiainen	PROPN
fennia-3849	490	2	p	p	NOUN
fennia-3849	490	3	1998	1998	NUM
fennia-3849	490	4	.	.	PUNCT
fennia-3849	491	1	suomalaisen	suomalaisen	PROPN
fennia-3849	491	2	aluepolitiikan	aluepolitiikan	PROPN
fennia-3849	491	3	kehitysvaiheita	kehitysvaiheita	PROPN
fennia-3849	491	4	.	.	PUNCT
fennia-3849	492	1	aluekehitysosaston	aluekehitysosaston	PROPN
fennia-3849	492	2	julkaisuja	julkaisuja	PROPN
fennia-3849	493	1	6/1998	6/1998	NUM
fennia-3849	493	2	.	.	PUNCT
fennia-3849	493	3	sisäasiainministeriö	sisäasiainministeriö	PROPN
fennia-3849	493	4	,	,	PUNCT
fennia-3849	493	5	helsinki	helsinki	PROPN
fennia-3849	493	6	.	.	PUNCT
fennia-3849	494	1	vartiainen	vartiainen	PROPN
fennia-3849	494	2	p	p	PROPN
fennia-3849	494	3	&	&	CCONJ
fennia-3849	494	4	viiri	viiri	PROPN
fennia-3849	494	5	a	a	DET
fennia-3849	494	6	2002	2002	NUM
fennia-3849	494	7	.	.	PUNCT
fennia-3849	495	1	universities	university	NOUN
fennia-3849	495	2	and	and	CCONJ
fennia-3849	495	3	their	their	PRON
fennia-3849	495	4	local	local	ADJ
fennia-3849	495	5	partners	partner	NOUN
fennia-3849	495	6	.	.	PUNCT
fennia-3849	496	1	industry	industry	NOUN
fennia-3849	496	2	and	and	CCONJ
fennia-3849	496	3	higher	high	ADJ
fennia-3849	496	4	education	education	NOUN
fennia-3849	496	5	16	16	NUM
fennia-3849	496	6	:	:	SYM
fennia-3849	496	7	2	2	NUM
fennia-3849	496	8	,	,	PUNCT
fennia-3849	496	9	83	83	NUM
fennia-3849	496	10	–	–	SYM
fennia-3849	496	11	89	89	NUM
fennia-3849	496	12	.	.	PUNCT
fennia-3849	497	1	voith	voith	ADP
fennia-3849	497	2	r	r	NOUN
fennia-3849	497	3	1998	1998	NUM
fennia-3849	497	4	.	.	PUNCT
fennia-3849	498	1	do	do	AUX
fennia-3849	498	2	suburbs	suburb	NOUN
fennia-3849	498	3	need	need	VERB
fennia-3849	498	4	cities	city	NOUN
fennia-3849	498	5	?	?	PUNCT
fennia-3849	499	1	journal	journal	NOUN
fennia-3849	499	2	of	of	ADP
fennia-3849	499	3	regional	regional	ADJ
fennia-3849	499	4	science	science	NOUN
fennia-3849	499	5	38	38	NUM
fennia-3849	499	6	:	:	SYM
fennia-3849	499	7	3	3	NUM
fennia-3849	499	8	,	,	PUNCT
fennia-3849	499	9	445−464	445−464	PRON
fennia-3849	499	10	.	.	PUNCT
fennia-3849	500	1	vyas	vyas	PROPN
fennia-3849	500	2	s	s	PROPN
fennia-3849	500	3	&	&	CCONJ
fennia-3849	500	4	kumaranayke	kumaranayke	PROPN
fennia-3849	500	5	l	l	PROPN
fennia-3849	500	6	2006	2006	NUM
fennia-3849	500	7	.	.	PUNCT
fennia-3849	501	1	constructing	construct	VERB
fennia-3849	501	2	socioeconomic	socioeconomic	ADJ
fennia-3849	501	3	status	status	NOUN
fennia-3849	501	4	indices	index	NOUN
fennia-3849	501	5	:	:	PUNCT
fennia-3849	501	6	how	how	SCONJ
fennia-3849	501	7	to	to	PART
fennia-3849	501	8	use	use	VERB
fennia-3849	501	9	principal	principal	ADJ
fennia-3849	501	10	components	component	NOUN
fennia-3849	501	11	analysis	analysis	NOUN
fennia-3849	501	12	.	.	PUNCT
fennia-3849	502	1	health	health	NOUN
fennia-3849	502	2	policy	policy	NOUN
fennia-3849	502	3	and	and	CCONJ
fennia-3849	502	4	planning	planning	NOUN
fennia-3849	502	5	21	21	NUM
fennia-3849	502	6	:	:	SYM
fennia-3849	502	7	6	6	NUM
fennia-3849	502	8	,	,	PUNCT
fennia-3849	502	9	459–468	459–468	NUM
fennia-3849	502	10	.	.	PUNCT
fennia-3849	503	1	westin	westin	PROPN
fennia-3849	503	2	h	h	PROPN
fennia-3849	503	3	1999	1999	NUM
fennia-3849	503	4	.	.	PUNCT
fennia-3849	504	1	an	an	DET
fennia-3849	504	2	interaction	interaction	NOUN
fennia-3849	504	3	-	-	PUNCT
fennia-3849	504	4	cots	cot	NOUN
fennia-3849	504	5	perspective	perspective	NOUN
fennia-3849	504	6	on	on	ADP
fennia-3849	504	7	networks	network	NOUN
fennia-3849	504	8	and	and	CCONJ
fennia-3849	504	9	territory	territory	NOUN
fennia-3849	504	10	.	.	PUNCT
fennia-3849	505	1	annals	annal	NOUN
fennia-3849	505	2	of	of	ADP
fennia-3849	505	3	regional	regional	ADJ
fennia-3849	505	4	science	science	NOUN
fennia-3849	505	5	22	22	NUM
fennia-3849	505	6	:	:	SYM
fennia-3849	505	7	1	1	NUM
fennia-3849	505	8	,	,	PUNCT
fennia-3849	505	9	93−121	93−121	NUM
fennia-3849	505	10	.	.	PUNCT