id	sid	tid	token	lemma	pos
emaj-141	1	1	volume	volume	NOUN
emaj-141	1	2	7	7	NUM
emaj-141	1	3	no	no	DET
emaj-141	1	4	2	2	NUM
emaj-141	1	5	(	(	PUNCT
emaj-141	1	6	2018	2018	NUM
emaj-141	1	7	)	)	PUNCT
emaj-141	2	1	|	|	ADV
emaj-141	2	2	issn	issn	VERB
emaj-141	2	3	2158	2158	NUM
emaj-141	2	4	-	-	SYM
emaj-141	2	5	8708	8708	NUM
emaj-141	2	6	(	(	PUNCT
emaj-141	2	7	online	online	NOUN
emaj-141	2	8	)	)	PUNCT
emaj-141	2	9	|	|	ADV
emaj-141	2	10	doi	doi	X
emaj-141	2	11	10.5195	10.5195	NUM
emaj-141	2	12	/	/	SYM
emaj-141	2	13	emaj.2018.134	emaj.2018.134	PROPN
emaj-141	3	1	|	|	ADV
emaj-141	3	2	http://emaj.pitt.edu	http://emaj.pitt.edu	VERB
emaj-141	3	3	comparison	comparison	NOUN
emaj-141	3	4	between	between	ADP
emaj-141	3	5	brazil	brazil	PROPN
emaj-141	3	6	and	and	CCONJ
emaj-141	3	7	the	the	DET
emaj-141	3	8	30	30	NUM
emaj-141	3	9	most	most	ADV
emaj-141	3	10	innovative	innovative	ADJ
emaj-141	3	11	countries	country	NOUN
emaj-141	3	12	in	in	ADP
emaj-141	3	13	the	the	DET
emaj-141	3	14	world	world	NOUN
emaj-141	3	15	marisa	marisa	PROPN
emaj-141	3	16	moser	moser	PROPN
emaj-141	3	17	universidade	universidade	PROPN
emaj-141	3	18	federal	federal	PROPN
emaj-141	3	19	de	de	PROPN
emaj-141	3	20	são	são	PROPN
emaj-141	3	21	paulo	paulo	PROPN
emaj-141	4	1	|	|	ADV
emaj-141	4	2	marisa.moser@gmail.com	marisa.moser@gmail.com	PROPN
emaj-141	4	3	mauri	mauri	PROPN
emaj-141	4	4	aparecido	aparecido	PROPN
emaj-141	4	5	de	de	PROPN
emaj-141	4	6	oliveira	oliveira	PROPN
emaj-141	4	7	unifesp	unifesp	PROPN
emaj-141	5	1	|	|	PROPN
emaj-141	5	2	mauriao2@gmail.com	mauriao2@gmail.com	X
emaj-141	5	3	ricardo	ricardo	PROPN
emaj-141	5	4	luiz	luiz	PROPN
emaj-141	5	5	pereira	pereira	PROPN
emaj-141	5	6	bueno	bueno	PROPN
emaj-141	5	7	unifesp	unifesp	PROPN
emaj-141	6	1	|	|	ADV
emaj-141	6	2	ricardo.bueno@unifesp.br	ricardo.bueno@unifesp.br	VERB
emaj-141	6	3	abstract	abstract	ADJ
emaj-141	6	4	innovation	innovation	NOUN
emaj-141	6	5	can	can	AUX
emaj-141	6	6	be	be	AUX
emaj-141	6	7	defined	define	VERB
emaj-141	6	8	as	as	ADP
emaj-141	6	9	the	the	DET
emaj-141	6	10	implementation	implementation	NOUN
emaj-141	6	11	of	of	ADP
emaj-141	6	12	a	a	DET
emaj-141	6	13	new	new	ADJ
emaj-141	6	14	or	or	CCONJ
emaj-141	6	15	significantly	significantly	ADV
emaj-141	6	16	improved	improve	VERB
emaj-141	6	17	product	product	NOUN
emaj-141	6	18	(	(	PUNCT
emaj-141	6	19	good	good	ADJ
emaj-141	6	20	or	or	CCONJ
emaj-141	6	21	service	service	NOUN
emaj-141	6	22	)	)	PUNCT
emaj-141	6	23	,	,	PUNCT
emaj-141	6	24	or	or	CCONJ
emaj-141	6	25	a	a	DET
emaj-141	6	26	process	process	NOUN
emaj-141	6	27	,	,	PUNCT
emaj-141	6	28	a	a	DET
emaj-141	6	29	new	new	ADJ
emaj-141	6	30	marketing	marketing	NOUN
emaj-141	6	31	method	method	NOUN
emaj-141	6	32	,	,	PUNCT
emaj-141	6	33	a	a	DET
emaj-141	6	34	new	new	ADJ
emaj-141	6	35	organizational	organizational	ADJ
emaj-141	6	36	method	method	NOUN
emaj-141	6	37	in	in	ADP
emaj-141	6	38	business	business	NOUN
emaj-141	6	39	practices	practice	NOUN
emaj-141	6	40	,	,	PUNCT
emaj-141	6	41	workplace	workplace	NOUN
emaj-141	6	42	organization	organization	NOUN
emaj-141	6	43	,	,	PUNCT
emaj-141	6	44	or	or	CCONJ
emaj-141	6	45	external	external	ADJ
emaj-141	6	46	relations	relation	NOUN
emaj-141	6	47	.	.	PUNCT
emaj-141	7	1	this	this	DET
emaj-141	7	2	innovation	innovation	NOUN
emaj-141	7	3	can	can	AUX
emaj-141	7	4	be	be	AUX
emaj-141	7	5	measured	measure	VERB
emaj-141	7	6	by	by	ADP
emaj-141	7	7	several	several	ADJ
emaj-141	7	8	factors	factor	NOUN
emaj-141	7	9	such	such	ADJ
emaj-141	7	10	as	as	ADP
emaj-141	7	11	investments	investment	NOUN
emaj-141	7	12	in	in	ADP
emaj-141	7	13	research	research	NOUN
emaj-141	7	14	and	and	CCONJ
emaj-141	7	15	development	development	NOUN
emaj-141	7	16	,	,	PUNCT
emaj-141	7	17	the	the	DET
emaj-141	7	18	concentration	concentration	NOUN
emaj-141	7	19	of	of	ADP
emaj-141	7	20	high	high	ADJ
emaj-141	7	21	-	-	PUNCT
emaj-141	7	22	tech	tech	NOUN
emaj-141	7	23	companies	company	NOUN
emaj-141	7	24	traded	trade	VERB
emaj-141	7	25	on	on	ADP
emaj-141	7	26	the	the	DET
emaj-141	7	27	stock	stock	NOUN
emaj-141	7	28	exchange	exchange	NOUN
emaj-141	7	29	,	,	PUNCT
emaj-141	7	30	among	among	ADP
emaj-141	7	31	others	other	NOUN
emaj-141	7	32	.	.	PUNCT
emaj-141	8	1	the	the	DET
emaj-141	8	2	present	present	ADJ
emaj-141	8	3	study	study	NOUN
emaj-141	8	4	aims	aim	VERB
emaj-141	8	5	to	to	PART
emaj-141	8	6	perform	perform	VERB
emaj-141	8	7	a	a	DET
emaj-141	8	8	cluster	cluster	NOUN
emaj-141	8	9	analysis	analysis	NOUN
emaj-141	8	10	to	to	PART
emaj-141	8	11	investigate	investigate	VERB
emaj-141	8	12	the	the	DET
emaj-141	8	13	behavior	behavior	NOUN
emaj-141	8	14	of	of	ADP
emaj-141	8	15	the	the	DET
emaj-141	8	16	most	most	ADV
emaj-141	8	17	innovative	innovative	ADJ
emaj-141	8	18	countries	country	NOUN
emaj-141	8	19	compared	compare	VERB
emaj-141	8	20	to	to	ADP
emaj-141	8	21	brazil	brazil	PROPN
emaj-141	8	22	.	.	PUNCT
emaj-141	9	1	the	the	DET
emaj-141	9	2	study	study	NOUN
emaj-141	9	3	contemplates	contemplate	VERB
emaj-141	9	4	a	a	DET
emaj-141	9	5	historical	historical	ADJ
emaj-141	9	6	series	series	NOUN
emaj-141	9	7	from	from	ADP
emaj-141	9	8	the	the	DET
emaj-141	9	9	years	year	NOUN
emaj-141	9	10	2012	2012	NUM
emaj-141	9	11	to	to	ADP
emaj-141	9	12	2015	2015	NUM
emaj-141	9	13	of	of	ADP
emaj-141	9	14	the	the	DET
emaj-141	9	15	30	30	NUM
emaj-141	9	16	most	most	ADV
emaj-141	9	17	innovative	innovative	ADJ
emaj-141	9	18	countries	country	NOUN
emaj-141	9	19	in	in	ADP
emaj-141	9	20	the	the	DET
emaj-141	9	21	world	world	NOUN
emaj-141	9	22	having	having	AUX
emaj-141	9	23	been	be	AUX
emaj-141	9	24	added	add	VERB
emaj-141	9	25	to	to	ADP
emaj-141	9	26	brazil	brazil	PROPN
emaj-141	9	27	.	.	PUNCT
emaj-141	10	1	in	in	ADP
emaj-141	10	2	addition	addition	NOUN
emaj-141	10	3	,	,	PUNCT
emaj-141	10	4	a	a	DET
emaj-141	10	5	series	series	NOUN
emaj-141	10	6	of	of	ADP
emaj-141	10	7	macroeconomic	macroeconomic	ADJ
emaj-141	10	8	,	,	PUNCT
emaj-141	10	9	political	political	ADJ
emaj-141	10	10	and	and	CCONJ
emaj-141	10	11	social	social	ADJ
emaj-141	10	12	variables	variable	NOUN
emaj-141	10	13	are	be	AUX
emaj-141	10	14	considered	consider	VERB
emaj-141	10	15	.	.	PUNCT
emaj-141	11	1	keywords	keyword	NOUN
emaj-141	11	2	:	:	PUNCT
emaj-141	11	3	innovation	innovation	NOUN
emaj-141	11	4	,	,	PUNCT
emaj-141	11	5	technologic	technologic	NOUN
emaj-141	11	6	innovation	innovation	NOUN
emaj-141	11	7	,	,	PUNCT
emaj-141	11	8	innovative	innovative	ADJ
emaj-141	11	9	countries	country	NOUN
emaj-141	11	10	,	,	PUNCT
emaj-141	11	11	stem	stem	NOUN
emaj-141	11	12	,	,	PUNCT
emaj-141	11	13	education	education	NOUN
emaj-141	11	14	,	,	PUNCT
emaj-141	11	15	government	government	NOUN
emaj-141	11	16	,	,	PUNCT
emaj-141	11	17	cluster	cluster	NOUN
emaj-141	11	18	analysis	analysis	NOUN
emaj-141	11	19	new	new	ADJ
emaj-141	11	20	articles	article	NOUN
emaj-141	11	21	in	in	ADP
emaj-141	11	22	this	this	DET
emaj-141	11	23	journal	journal	NOUN
emaj-141	11	24	are	be	AUX
emaj-141	11	25	licensed	license	VERB
emaj-141	11	26	under	under	ADP
emaj-141	11	27	a	a	DET
emaj-141	11	28	creative	creative	ADJ
emaj-141	11	29	commons	common	NOUN
emaj-141	11	30	attribution	attribution	NOUN
emaj-141	11	31	3.0	3.0	NUM
emaj-141	11	32	united	unite	VERB
emaj-141	11	33	states	states	PROPN
emaj-141	11	34	license	license	NOUN
emaj-141	11	35	.	.	PUNCT
emaj-141	12	1	this	this	DET
emaj-141	12	2	journal	journal	NOUN
emaj-141	12	3	is	be	AUX
emaj-141	12	4	published	publish	VERB
emaj-141	12	5	by	by	ADP
emaj-141	12	6	the	the	DET
emaj-141	12	7	university	university	NOUN
emaj-141	12	8	library	library	NOUN
emaj-141	12	9	system	system	NOUN
emaj-141	12	10	of	of	ADP
emaj-141	12	11	the	the	DET
emaj-141	12	12	university	university	PROPN
emaj-141	12	13	of	of	ADP
emaj-141	12	14	pittsburgh	pittsburgh	PROPN
emaj-141	12	15	as	as	ADP
emaj-141	12	16	part	part	NOUN
emaj-141	12	17	of	of	ADP
emaj-141	12	18	its	its	PRON
emaj-141	12	19	d	d	NOUN
emaj-141	12	20	-	-	PUNCT
emaj-141	12	21	scribe	scribe	VERB
emaj-141	12	22	digital	digital	ADJ
emaj-141	12	23	publishing	publishing	NOUN
emaj-141	12	24	program	program	NOUN
emaj-141	12	25	,	,	PUNCT
emaj-141	12	26	and	and	CCONJ
emaj-141	12	27	is	be	AUX
emaj-141	12	28	cosponsored	cosponsor	VERB
emaj-141	12	29	by	by	ADP
emaj-141	12	30	the	the	DET
emaj-141	12	31	university	university	PROPN
emaj-141	12	32	of	of	ADP
emaj-141	12	33	pittsburgh	pittsburgh	PROPN
emaj-141	12	34	press	press	NOUN
emaj-141	12	35	.	.	PUNCT
emaj-141	13	1	volume	volume	NOUN
emaj-141	13	2	7	7	NUM
emaj-141	13	3	no	no	DET
emaj-141	13	4	2	2	NUM
emaj-141	13	5	(	(	PUNCT
emaj-141	13	6	2017	2017	NUM
emaj-141	13	7	)	)	PUNCT
emaj-141	13	8	|	|	ADV
emaj-141	13	9	issn	issn	VERB
emaj-141	13	10	2158	2158	NUM
emaj-141	13	11	-	-	SYM
emaj-141	13	12	8708	8708	NUM
emaj-141	13	13	(	(	PUNCT
emaj-141	13	14	online	online	NOUN
emaj-141	13	15	)	)	PUNCT
emaj-141	13	16	|	|	ADV
emaj-141	13	17	doi	doi	X
emaj-141	13	18	10.5195	10.5195	NUM
emaj-141	13	19	/	/	SYM
emaj-141	13	20	emaj.2017.141	emaj.2017.141	PROPN
emaj-141	14	1	|	|	NOUN
emaj-141	14	2	http://emaj.pitt.edu	http://emaj.pitt.edu	VERB
emaj-141	15	1	|	|	ADV
emaj-141	15	2	mailto:marisa.moser@gmail.com	mailto:marisa.moser@gmail.com	X
emaj-141	15	3	mailto:mauriao2@gmail.com	mailto:mauriao2@gmail.com	PROPN
emaj-141	15	4	mailto:ricardo.bueno@unifesp.br	mailto:ricardo.bueno@unifesp.br	PROPN
emaj-141	15	5	http://www.library.pitt.edu/	http://www.library.pitt.edu/	PROPN
emaj-141	15	6	http://www.pitt.edu/	http://www.pitt.edu/	NOUN
emaj-141	15	7	http://www.library.pitt.edu/articles/digpubtype/index.html	http://www.library.pitt.edu/articles/digpubtype/index.html	X
emaj-141	16	1	http://www.upress.pitt.edu/upressindex.aspx	http://www.upress.pitt.edu/upressindex.aspx	PRON
emaj-141	16	2	http://creativecommons.org/licenses/by/3.0/us/	http://creativecommons.org/licenses/by/3.0/us/	NOUN
emaj-141	16	3	http://creativecommons.org/licenses/by/3.0/us/	http://creativecommons.org/licenses/by/3.0/us/	NOUN
emaj-141	16	4	volume	volume	NOUN
emaj-141	16	5	7	7	NUM
emaj-141	16	6	no	no	DET
emaj-141	16	7	2	2	NUM
emaj-141	16	8	(	(	PUNCT
emaj-141	16	9	2017	2017	NUM
emaj-141	16	10	)	)	PUNCT
emaj-141	16	11	|	|	ADV
emaj-141	16	12	issn	issn	VERB
emaj-141	16	13	2158	2158	NUM
emaj-141	16	14	-	-	SYM
emaj-141	16	15	8708	8708	NUM
emaj-141	16	16	(	(	PUNCT
emaj-141	16	17	online	online	NOUN
emaj-141	16	18	)	)	PUNCT
emaj-141	16	19	|	|	ADV
emaj-141	16	20	doi	doi	X
emaj-141	16	21	10.5195	10.5195	NUM
emaj-141	16	22	/	/	SYM
emaj-141	16	23	emaj.2017.141	emaj.2017.141	PROPN
emaj-141	16	24	|	|	NOUN
emaj-141	16	25	http://emaj.pitt.edu	http://emaj.pitt.edu	PROPN
emaj-141	16	26	marisa	marisa	PROPN
emaj-141	16	27	moser	moser	PROPN
emaj-141	16	28	,	,	PUNCT
emaj-141	16	29	mauri	mauri	PROPN
emaj-141	16	30	aparecido	aparecido	PROPN
emaj-141	16	31	de	de	PROPN
emaj-141	16	32	oliveira	oliveira	PROPN
emaj-141	16	33	,	,	PUNCT
emaj-141	16	34	ricardo	ricardo	PROPN
emaj-141	16	35	luiz	luiz	PROPN
emaj-141	16	36	pereira	pereira	PROPN
emaj-141	16	37	bueno	bueno	PROPN
emaj-141	16	38	emerging	emerge	VERB
emaj-141	16	39	markets	market	NOUN
emaj-141	16	40	journal	journal	NOUN
emaj-141	16	41	|	|	ADV
emaj-141	16	42	p	p	NOUN
emaj-141	16	43	a	a	DET
emaj-141	16	44	g	g	NOUN
emaj-141	16	45	e	e	PROPN
emaj-141	16	46	|19	|19	PROPN
emaj-141	16	47	comparison	comparison	NOUN
emaj-141	16	48	between	between	ADP
emaj-141	16	49	brazil	brazil	PROPN
emaj-141	16	50	and	and	CCONJ
emaj-141	16	51	the	the	DET
emaj-141	16	52	30	30	NUM
emaj-141	16	53	most	most	ADV
emaj-141	16	54	innovative	innovative	ADJ
emaj-141	16	55	countries	country	NOUN
emaj-141	16	56	in	in	ADP
emaj-141	16	57	the	the	DET
emaj-141	16	58	world	world	NOUN
emaj-141	16	59	marisa	marisa	PROPN
emaj-141	16	60	moser	moser	PROPN
emaj-141	16	61	mauri	mauri	PROPN
emaj-141	16	62	aparecido	aparecido	PROPN
emaj-141	16	63	de	de	PROPN
emaj-141	16	64	oliveira	oliveira	PROPN
emaj-141	16	65	ricardo	ricardo	PROPN
emaj-141	16	66	luiz	luiz	PROPN
emaj-141	16	67	pereira	pereira	PROPN
emaj-141	16	68	bueno	bueno	PROPN
emaj-141	16	69	1	1	PROPN
emaj-141	16	70	.	.	PUNCT
emaj-141	17	1	introduction	introduction	NOUN
emaj-141	17	2	studies	study	NOUN
emaj-141	17	3	on	on	ADP
emaj-141	17	4	innovation	innovation	NOUN
emaj-141	17	5	have	have	AUX
emaj-141	17	6	emphasized	emphasize	VERB
emaj-141	17	7	that	that	SCONJ
emaj-141	17	8	,	,	PUNCT
emaj-141	17	9	knowledge	knowledge	NOUN
emaj-141	17	10	developed	develop	VERB
emaj-141	17	11	in	in	ADP
emaj-141	17	12	universities	university	NOUN
emaj-141	17	13	and	and	CCONJ
emaj-141	17	14	research	research	NOUN
emaj-141	17	15	institutes	institute	NOUN
emaj-141	17	16	can	can	AUX
emaj-141	17	17	and	and	CCONJ
emaj-141	17	18	must	must	AUX
emaj-141	17	19	be	be	AUX
emaj-141	17	20	incorporated	incorporate	VERB
emaj-141	17	21	by	by	ADP
emaj-141	17	22	society	society	NOUN
emaj-141	17	23	to	to	PART
emaj-141	17	24	promote	promote	VERB
emaj-141	17	25	regional	regional	ADJ
emaj-141	17	26	economic	economic	ADJ
emaj-141	17	27	development	development	NOUN
emaj-141	17	28	.	.	PUNCT
emaj-141	18	1	this	this	DET
emaj-141	18	2	new	new	ADJ
emaj-141	18	3	model	model	NOUN
emaj-141	18	4	centralized	centralize	VERB
emaj-141	18	5	the	the	DET
emaj-141	18	6	role	role	NOUN
emaj-141	18	7	of	of	ADP
emaj-141	18	8	science	science	NOUN
emaj-141	18	9	and	and	CCONJ
emaj-141	18	10	altered	alter	VERB
emaj-141	18	11	the	the	DET
emaj-141	18	12	university	university	NOUN
emaj-141	18	13	's	's	PART
emaj-141	18	14	end	end	NOUN
emaj-141	18	15	-	-	PUNCT
emaj-141	18	16	activity	activity	NOUN
emaj-141	18	17	,	,	PUNCT
emaj-141	18	18	introducing	introduce	VERB
emaj-141	18	19	a	a	DET
emaj-141	18	20	third	third	ADJ
emaj-141	18	21	mission	mission	NOUN
emaj-141	18	22	:	:	PUNCT
emaj-141	18	23	regional	regional	ADJ
emaj-141	18	24	economic	economic	ADJ
emaj-141	18	25	development	development	NOUN
emaj-141	18	26	,	,	PUNCT
emaj-141	18	27	along	along	ADP
emaj-141	18	28	with	with	ADP
emaj-141	18	29	the	the	DET
emaj-141	18	30	existing	exist	VERB
emaj-141	18	31	missions	mission	NOUN
emaj-141	18	32	of	of	ADP
emaj-141	18	33	human	human	ADJ
emaj-141	18	34	resource	resource	NOUN
emaj-141	18	35	training	training	NOUN
emaj-141	18	36	and	and	CCONJ
emaj-141	18	37	knowledge	knowledge	NOUN
emaj-141	18	38	generation	generation	NOUN
emaj-141	18	39	(	(	PUNCT
emaj-141	18	40	torkomian	torkomian	NOUN
emaj-141	18	41	,	,	PUNCT
emaj-141	18	42	2011	2011	NUM
emaj-141	18	43	;	;	PUNCT
emaj-141	18	44	hayter	hayter	PROPN
emaj-141	18	45	,	,	PUNCT
emaj-141	18	46	2011	2011	NUM
emaj-141	18	47	)	)	PUNCT
emaj-141	18	48	.	.	PUNCT
emaj-141	19	1	therefore	therefore	ADV
emaj-141	19	2	,	,	PUNCT
emaj-141	19	3	innovation	innovation	NOUN
emaj-141	19	4	has	have	AUX
emaj-141	19	5	come	come	VERB
emaj-141	19	6	to	to	PART
emaj-141	19	7	be	be	AUX
emaj-141	19	8	understood	understand	VERB
emaj-141	19	9	as	as	ADP
emaj-141	19	10	a	a	DET
emaj-141	19	11	driving	drive	VERB
emaj-141	19	12	force	force	NOUN
emaj-141	19	13	for	for	ADP
emaj-141	19	14	the	the	DET
emaj-141	19	15	generation	generation	NOUN
emaj-141	19	16	of	of	ADP
emaj-141	19	17	wealth	wealth	NOUN
emaj-141	19	18	of	of	ADP
emaj-141	19	19	organizations	organization	NOUN
emaj-141	19	20	and	and	CCONJ
emaj-141	19	21	consequently	consequently	ADV
emaj-141	19	22	of	of	ADP
emaj-141	19	23	nations	nation	NOUN
emaj-141	19	24	,	,	PUNCT
emaj-141	19	25	an	an	DET
emaj-141	19	26	element	element	NOUN
emaj-141	19	27	of	of	ADP
emaj-141	19	28	definition	definition	NOUN
emaj-141	19	29	of	of	ADP
emaj-141	19	30	competitiveness	competitiveness	NOUN
emaj-141	19	31	(	(	PUNCT
emaj-141	19	32	lawson	lawson	PROPN
emaj-141	19	33	and	and	CCONJ
emaj-141	19	34	samson	samson	PROPN
emaj-141	19	35	,	,	PUNCT
emaj-141	19	36	2001	2001	NUM
emaj-141	19	37	)	)	PUNCT
emaj-141	19	38	.	.	PUNCT
emaj-141	20	1	the	the	DET
emaj-141	20	2	expression	expression	NOUN
emaj-141	20	3	innovation	innovation	NOUN
emaj-141	20	4	has	have	AUX
emaj-141	20	5	been	be	AUX
emaj-141	20	6	widely	widely	ADV
emaj-141	20	7	used	use	VERB
emaj-141	20	8	,	,	PUNCT
emaj-141	20	9	sometimes	sometimes	ADV
emaj-141	20	10	recklessly	recklessly	ADV
emaj-141	20	11	.	.	PUNCT
emaj-141	21	1	however	however	ADV
emaj-141	21	2	,	,	PUNCT
emaj-141	21	3	the	the	DET
emaj-141	21	4	technological	technological	ADJ
emaj-141	21	5	innovation	innovation	NOUN
emaj-141	21	6	appears	appear	VERB
emaj-141	21	7	when	when	SCONJ
emaj-141	21	8	the	the	DET
emaj-141	21	9	results	result	NOUN
emaj-141	21	10	from	from	ADP
emaj-141	21	11	universities	university	NOUN
emaj-141	21	12	,	,	PUNCT
emaj-141	21	13	research	research	NOUN
emaj-141	21	14	institutes	institute	NOUN
emaj-141	21	15	,	,	PUNCT
emaj-141	21	16	or	or	CCONJ
emaj-141	21	17	companies	company	NOUN
emaj-141	21	18	are	be	AUX
emaj-141	21	19	transformed	transform	VERB
emaj-141	21	20	into	into	ADP
emaj-141	21	21	marketable	marketable	ADJ
emaj-141	21	22	products	product	NOUN
emaj-141	21	23	and/or	and/or	CCONJ
emaj-141	21	24	services	service	NOUN
emaj-141	21	25	.	.	PUNCT
emaj-141	22	1	thus	thus	ADV
emaj-141	22	2	,	,	PUNCT
emaj-141	22	3	invention	invention	NOUN
emaj-141	22	4	and	and	CCONJ
emaj-141	22	5	innovation	innovation	NOUN
emaj-141	22	6	are	be	AUX
emaj-141	22	7	different	different	ADJ
emaj-141	22	8	.	.	PUNCT
emaj-141	23	1	the	the	DET
emaj-141	23	2	invention	invention	NOUN
emaj-141	23	3	is	be	AUX
emaj-141	23	4	a	a	DET
emaj-141	23	5	new	new	ADJ
emaj-141	23	6	solution	solution	NOUN
emaj-141	23	7	for	for	ADP
emaj-141	23	8	a	a	DET
emaj-141	23	9	specific	specific	ADJ
emaj-141	23	10	technical	technical	ADJ
emaj-141	23	11	problem	problem	NOUN
emaj-141	23	12	.	.	PUNCT
emaj-141	24	1	for	for	ADP
emaj-141	24	2	a	a	DET
emaj-141	24	3	solution	solution	NOUN
emaj-141	24	4	to	to	PART
emaj-141	24	5	be	be	AUX
emaj-141	24	6	considered	consider	VERB
emaj-141	24	7	as	as	ADP
emaj-141	24	8	invention	invention	NOUN
emaj-141	24	9	,	,	PUNCT
emaj-141	24	10	it	it	PRON
emaj-141	24	11	must	must	AUX
emaj-141	24	12	be	be	AUX
emaj-141	24	13	necessarily	necessarily	ADV
emaj-141	24	14	new	new	ADJ
emaj-141	24	15	,	,	PUNCT
emaj-141	24	16	i.e.	i.e.	X
emaj-141	24	17	,	,	PUNCT
emaj-141	24	18	the	the	DET
emaj-141	24	19	idea	idea	NOUN
emaj-141	24	20	could	could	AUX
emaj-141	24	21	not	not	PART
emaj-141	24	22	be	be	AUX
emaj-141	24	23	created	create	VERB
emaj-141	24	24	,	,	PUNCT
emaj-141	24	25	or	or	CCONJ
emaj-141	24	26	disclosed	disclose	VERB
emaj-141	24	27	,	,	PUNCT
emaj-141	24	28	or	or	CCONJ
emaj-141	24	29	even	even	ADV
emaj-141	24	30	made	make	VERB
emaj-141	24	31	available	available	ADJ
emaj-141	24	32	for	for	ADP
emaj-141	24	33	the	the	DET
emaj-141	24	34	public	public	NOUN
emaj-141	24	35	;	;	PUNCT
emaj-141	24	36	while	while	SCONJ
emaj-141	24	37	the	the	DET
emaj-141	24	38	innovation	innovation	NOUN
emaj-141	24	39	is	be	AUX
emaj-141	24	40	an	an	DET
emaj-141	24	41	introduction	introduction	NOUN
emaj-141	24	42	of	of	ADP
emaj-141	24	43	new	new	ADJ
emaj-141	24	44	goods	good	NOUN
emaj-141	24	45	with	with	ADP
emaj-141	24	46	inventive	inventive	ADJ
emaj-141	24	47	features	feature	NOUN
emaj-141	24	48	or	or	CCONJ
emaj-141	24	49	new	new	ADJ
emaj-141	24	50	technologies	technology	NOUN
emaj-141	24	51	in	in	ADP
emaj-141	24	52	the	the	DET
emaj-141	24	53	market	market	NOUN
emaj-141	24	54	.	.	PUNCT
emaj-141	25	1	there	there	PRON
emaj-141	25	2	is	be	VERB
emaj-141	25	3	an	an	DET
emaj-141	25	4	obligation	obligation	NOUN
emaj-141	25	5	to	to	PART
emaj-141	25	6	sell	sell	VERB
emaj-141	25	7	goods	good	NOUN
emaj-141	25	8	,	,	PUNCT
emaj-141	25	9	services	service	NOUN
emaj-141	25	10	,	,	PUNCT
emaj-141	25	11	processes	process	NOUN
emaj-141	25	12	,	,	PUNCT
emaj-141	25	13	among	among	ADP
emaj-141	25	14	others	other	NOUN
emaj-141	25	15	(	(	PUNCT
emaj-141	25	16	macedo	macedo	PROPN
emaj-141	25	17	;	;	PUNCT
emaj-141	25	18	barbosa	barbosa	PROPN
emaj-141	25	19	,	,	PUNCT
emaj-141	25	20	2000	2000	NUM
emaj-141	25	21	)	)	PUNCT
emaj-141	25	22	.	.	PUNCT
emaj-141	26	1	the	the	DET
emaj-141	26	2	oslo	oslo	PROPN
emaj-141	26	3	manual	manual	PROPN
emaj-141	26	4	determines	determine	VERB
emaj-141	26	5	that	that	SCONJ
emaj-141	26	6	,	,	PUNCT
emaj-141	26	7	there	there	PRON
emaj-141	26	8	are	be	VERB
emaj-141	26	9	four	four	NUM
emaj-141	26	10	types	type	NOUN
emaj-141	26	11	of	of	ADP
emaj-141	26	12	innovations	innovation	NOUN
emaj-141	26	13	which	which	PRON
emaj-141	26	14	can	can	AUX
emaj-141	26	15	occur	occur	VERB
emaj-141	26	16	in	in	ADP
emaj-141	26	17	companies	company	NOUN
emaj-141	26	18	:	:	PUNCT
emaj-141	26	19	product	product	NOUN
emaj-141	26	20	innovation	innovation	NOUN
emaj-141	26	21	,	,	PUNCT
emaj-141	26	22	process	process	NOUN
emaj-141	26	23	innovation	innovation	NOUN
emaj-141	26	24	,	,	PUNCT
emaj-141	26	25	organisational	organisational	ADJ
emaj-141	26	26	innovation	innovation	NOUN
emaj-141	26	27	,	,	PUNCT
emaj-141	26	28	and	and	CCONJ
emaj-141	26	29	marketing	marketing	NOUN
emaj-141	26	30	innovation	innovation	NOUN
emaj-141	26	31	.	.	PUNCT
emaj-141	27	1	the	the	DET
emaj-141	27	2	product	product	NOUN
emaj-141	27	3	innovation	innovation	NOUN
emaj-141	27	4	comprises	comprise	VERB
emaj-141	27	5	significant	significant	ADJ
emaj-141	27	6	improvements	improvement	NOUN
emaj-141	27	7	in	in	ADP
emaj-141	27	8	goods	good	NOUN
emaj-141	27	9	and	and	CCONJ
emaj-141	27	10	services	service	NOUN
emaj-141	27	11	,	,	PUNCT
emaj-141	27	12	i.e.	i.e.	X
emaj-141	27	13	,	,	PUNCT
emaj-141	27	14	goods	good	NOUN
emaj-141	27	15	and	and	CCONJ
emaj-141	27	16	services	service	NOUN
emaj-141	27	17	completely	completely	ADV
emaj-141	27	18	new	new	ADJ
emaj-141	27	19	or	or	CCONJ
emaj-141	27	20	improved	improve	VERB
emaj-141	27	21	.	.	PUNCT
emaj-141	28	1	the	the	DET
emaj-141	28	2	process	process	NOUN
emaj-141	28	3	innovations	innovation	NOUN
emaj-141	28	4	describe	describe	VERB
emaj-141	28	5	significant	significant	ADJ
emaj-141	28	6	changes	change	NOUN
emaj-141	28	7	in	in	ADP
emaj-141	28	8	the	the	DET
emaj-141	28	9	production	production	NOUN
emaj-141	28	10	and	and	CCONJ
emaj-141	28	11	distribution	distribution	NOUN
emaj-141	28	12	methods	method	NOUN
emaj-141	28	13	.	.	PUNCT
emaj-141	29	1	the	the	DET
emaj-141	29	2	organisational	organisational	ADJ
emaj-141	29	3	innovations	innovation	NOUN
emaj-141	29	4	are	be	AUX
emaj-141	29	5	the	the	DET
emaj-141	29	6	new	new	ADJ
emaj-141	29	7	methods	method	NOUN
emaj-141	29	8	created	create	VERB
emaj-141	29	9	by	by	ADP
emaj-141	29	10	corporations	corporation	NOUN
emaj-141	29	11	resulting	result	VERB
emaj-141	29	12	in	in	ADP
emaj-141	29	13	changes	change	NOUN
emaj-141	29	14	in	in	ADP
emaj-141	29	15	business	business	NOUN
emaj-141	29	16	,	,	PUNCT
emaj-141	29	17	better	well	ADJ
emaj-141	29	18	work	work	NOUN
emaj-141	29	19	organisation	organisation	NOUN
emaj-141	29	20	,	,	PUNCT
emaj-141	29	21	or	or	CCONJ
emaj-141	29	22	interference	interference	NOUN
emaj-141	29	23	in	in	ADP
emaj-141	29	24	the	the	DET
emaj-141	29	25	external	external	ADJ
emaj-141	29	26	relations	relation	NOUN
emaj-141	29	27	of	of	ADP
emaj-141	29	28	the	the	DET
emaj-141	29	29	company	company	NOUN
emaj-141	29	30	.	.	PUNCT
emaj-141	30	1	finally	finally	ADV
emaj-141	30	2	,	,	PUNCT
emaj-141	30	3	there	there	PRON
emaj-141	30	4	are	be	VERB
emaj-141	30	5	the	the	DET
emaj-141	30	6	marketing	marketing	NOUN
emaj-141	30	7	innovations	innovation	NOUN
emaj-141	30	8	that	that	PRON
emaj-141	30	9	comprise	comprise	VERB
emaj-141	30	10	the	the	DET
emaj-141	30	11	new	new	ADJ
emaj-141	30	12	methods	method	NOUN
emaj-141	30	13	of	of	ADP
emaj-141	30	14	marketing	marketing	NOUN
emaj-141	30	15	,	,	PUNCT
emaj-141	30	16	including	include	VERB
emaj-141	30	17	changes	change	NOUN
emaj-141	30	18	in	in	ADP
emaj-141	30	19	goods	good	NOUN
emaj-141	30	20	and	and	CCONJ
emaj-141	30	21	packaging	packaging	NOUN
emaj-141	30	22	,	,	PUNCT
emaj-141	30	23	product	product	NOUN
emaj-141	30	24	placing	placing	NOUN
emaj-141	30	25	,	,	PUNCT
emaj-141	30	26	promotion	promotion	NOUN
emaj-141	30	27	,	,	PUNCT
emaj-141	30	28	or	or	CCONJ
emaj-141	30	29	pricing	pricing	NOUN
emaj-141	30	30	(	(	PUNCT
emaj-141	30	31	oecd	oecd	PROPN
emaj-141	30	32	,	,	PUNCT
emaj-141	30	33	1997	1997	NUM
emaj-141	30	34	)	)	PUNCT
emaj-141	30	35	.	.	PUNCT
emaj-141	31	1	another	another	DET
emaj-141	31	2	important	important	ADJ
emaj-141	31	3	concept	concept	NOUN
emaj-141	31	4	related	relate	VERB
emaj-141	31	5	to	to	ADP
emaj-141	31	6	innovation	innovation	NOUN
emaj-141	31	7	is	be	AUX
emaj-141	31	8	the	the	DET
emaj-141	31	9	degree	degree	NOUN
emaj-141	31	10	of	of	ADP
emaj-141	31	11	innovation	innovation	NOUN
emaj-141	31	12	.	.	PUNCT
emaj-141	32	1	thus	thus	ADV
emaj-141	32	2	,	,	PUNCT
emaj-141	32	3	these	these	DET
emaj-141	32	4	innovations	innovation	NOUN
emaj-141	32	5	may	may	AUX
emaj-141	32	6	present	present	VERB
emaj-141	32	7	themselves	themselves	PRON
emaj-141	32	8	in	in	ADP
emaj-141	32	9	the	the	DET
emaj-141	32	10	form	form	NOUN
emaj-141	32	11	of	of	ADP
emaj-141	32	12	radical	radical	ADJ
emaj-141	32	13	or	or	CCONJ
emaj-141	32	14	incremental	incremental	ADJ
emaj-141	32	15	innovation	innovation	NOUN
emaj-141	32	16	.	.	PUNCT
emaj-141	33	1	radical	radical	ADJ
emaj-141	33	2	or	or	CCONJ
emaj-141	33	3	disruptive	disruptive	ADJ
emaj-141	33	4	innovation	innovation	NOUN
emaj-141	33	5	has	have	VERB
emaj-141	33	6	a	a	DET
emaj-141	33	7	significant	significant	ADJ
emaj-141	33	8	impact	impact	NOUN
emaj-141	33	9	on	on	ADP
emaj-141	33	10	the	the	DET
emaj-141	33	11	market	market	NOUN
emaj-141	33	12	and	and	CCONJ
emaj-141	33	13	business	business	NOUN
emaj-141	33	14	activity	activity	NOUN
emaj-141	33	15	,	,	PUNCT
emaj-141	33	16	resulting	result	VERB
emaj-141	33	17	in	in	ADP
emaj-141	33	18	product	product	NOUN
emaj-141	33	19	obsolescence	obsolescence	NOUN
emaj-141	33	20	,	,	PUNCT
emaj-141	33	21	technology	technology	NOUN
emaj-141	33	22	change	change	NOUN
emaj-141	33	23	,	,	PUNCT
emaj-141	33	24	and	and	CCONJ
emaj-141	33	25	even	even	ADV
emaj-141	33	26	the	the	DET
emaj-141	33	27	creation	creation	NOUN
emaj-141	33	28	of	of	ADP
emaj-141	33	29	new	new	ADJ
emaj-141	33	30	markets	market	NOUN
emaj-141	33	31	.	.	PUNCT
emaj-141	34	1	the	the	DET
emaj-141	34	2	standards	standard	NOUN
emaj-141	34	3	previously	previously	ADV
emaj-141	34	4	used	use	VERB
emaj-141	34	5	by	by	ADP
emaj-141	34	6	the	the	DET
emaj-141	34	7	company	company	NOUN
emaj-141	34	8	undergo	undergo	VERB
emaj-141	34	9	a	a	DET
emaj-141	34	10	process	process	NOUN
emaj-141	34	11	of	of	ADP
emaj-141	34	12	reorientation	reorientation	NOUN
emaj-141	34	13	,	,	PUNCT
emaj-141	34	14	however	however	ADV
emaj-141	34	15	,	,	PUNCT
emaj-141	34	16	involve	involve	VERB
emaj-141	34	17	risks	risk	NOUN
emaj-141	34	18	and	and	CCONJ
emaj-141	34	19	unpredictability	unpredictability	NOUN
emaj-141	34	20	.	.	PUNCT
emaj-141	35	1	in	in	ADP
emaj-141	35	2	an	an	DET
emaj-141	35	3	incremental	incremental	ADJ
emaj-141	35	4	innovation	innovation	NOUN
emaj-141	35	5	,	,	PUNCT
emaj-141	35	6	small	small	ADJ
emaj-141	35	7	adaptations	adaptation	NOUN
emaj-141	35	8	can	can	AUX
emaj-141	35	9	occur	occur	VERB
emaj-141	35	10	.	.	PUNCT
emaj-141	36	1	most	most	ADJ
emaj-141	36	2	of	of	ADP
emaj-141	36	3	the	the	DET
emaj-141	36	4	innovations	innovation	NOUN
emaj-141	36	5	developed	develop	VERB
emaj-141	36	6	are	be	AUX
emaj-141	36	7	incremental	incremental	ADJ
emaj-141	36	8	,	,	PUNCT
emaj-141	36	9	with	with	ADP
emaj-141	36	10	small	small	ADJ
emaj-141	36	11	improvements	improvement	NOUN
emaj-141	36	12	in	in	ADP
emaj-141	36	13	the	the	DET
emaj-141	36	14	goods	good	NOUN
emaj-141	36	15	or	or	CCONJ
emaj-141	36	16	services	service	NOUN
emaj-141	36	17	already	already	ADV
emaj-141	36	18	developed	develop	VERB
emaj-141	36	19	(	(	PUNCT
emaj-141	36	20	oecd	oecd	PROPN
emaj-141	36	21	,	,	PUNCT
emaj-141	36	22	1997	1997	NUM
emaj-141	36	23	;	;	PUNCT
emaj-141	36	24	hitt	hitt	X
emaj-141	36	25	et	et	PROPN
emaj-141	36	26	al	al	PROPN
emaj-141	36	27	.	.	PROPN
emaj-141	36	28	,	,	PUNCT
emaj-141	36	29	2008	2008	NUM
emaj-141	36	30	)	)	PUNCT
emaj-141	36	31	.	.	PUNCT
emaj-141	37	1	for	for	SCONJ
emaj-141	37	2	the	the	DET
emaj-141	37	3	innovation	innovation	NOUN
emaj-141	37	4	to	to	PART
emaj-141	37	5	happen	happen	VERB
emaj-141	37	6	,	,	PUNCT
emaj-141	37	7	the	the	DET
emaj-141	37	8	organisation	organisation	NOUN
emaj-141	37	9	for	for	ADP
emaj-141	37	10	economic	economic	ADJ
emaj-141	37	11	co	co	NOUN
emaj-141	37	12	-	-	NOUN
emaj-141	37	13	operation	operation	NOUN
emaj-141	37	14	and	and	CCONJ
emaj-141	37	15	development	development	NOUN
emaj-141	37	16	(	(	PUNCT
emaj-141	37	17	oecd	oecd	PROPN
emaj-141	37	18	)	)	PUNCT
emaj-141	37	19	argues	argue	VERB
emaj-141	37	20	that	that	SCONJ
emaj-141	37	21	it	it	PRON
emaj-141	37	22	must	must	AUX
emaj-141	37	23	be	be	AUX
emaj-141	37	24	influenced	influence	VERB
emaj-141	37	25	by	by	ADP
emaj-141	37	26	several	several	ADJ
emaj-141	37	27	factors	factor	NOUN
emaj-141	37	28	;	;	PUNCT
emaj-141	37	29	as	as	ADP
emaj-141	37	30	the	the	DET
emaj-141	37	31	environment	environment	NOUN
emaj-141	37	32	surrounding	surround	VERB
emaj-141	37	33	the	the	DET
emaj-141	37	34	institutions	institution	NOUN
emaj-141	37	35	,	,	PUNCT
emaj-141	37	36	the	the	DET
emaj-141	37	37	legal	legal	ADJ
emaj-141	37	38	systems	system	NOUN
emaj-141	37	39	,	,	PUNCT
emaj-141	37	40	the	the	DET
emaj-141	37	41	macroeconomic	macroeconomic	ADJ
emaj-141	37	42	context	context	NOUN
emaj-141	37	43	,	,	PUNCT
emaj-141	37	44	and	and	CCONJ
emaj-141	37	45	other	other	ADJ
emaj-141	37	46	conditions	condition	NOUN
emaj-141	37	47	independent	independent	ADJ
emaj-141	37	48	of	of	ADP
emaj-141	37	49	any	any	DET
emaj-141	37	50	considerations	consideration	NOUN
emaj-141	37	51	about	about	ADP
emaj-141	37	52	innovation	innovation	NOUN
emaj-141	37	53	itself	itself	PRON
emaj-141	37	54	.	.	PUNCT
emaj-141	38	1	besides	besides	SCONJ
emaj-141	38	2	these	these	DET
emaj-141	38	3	factors	factor	NOUN
emaj-141	38	4	,	,	PUNCT
emaj-141	38	5	the	the	DET
emaj-141	38	6	interaction	interaction	NOUN
emaj-141	38	7	among	among	ADP
emaj-141	38	8	these	these	DET
emaj-141	38	9	agents	agent	NOUN
emaj-141	38	10	and	and	CCONJ
emaj-141	38	11	institutions	institution	NOUN
emaj-141	38	12	(	(	PUNCT
emaj-141	38	13	private	private	ADJ
emaj-141	38	14	companies	company	NOUN
emaj-141	38	15	;	;	PUNCT
emaj-141	38	16	science	science	NOUN
emaj-141	38	17	and	and	CCONJ
emaj-141	38	18	technologic	technologic	NOUN
emaj-141	38	19	institutions	institution	NOUN
emaj-141	38	20	,	,	PUNCT
emaj-141	38	21	and	and	CCONJ
emaj-141	38	22	government	government	NOUN
emaj-141	38	23	entities	entity	NOUN
emaj-141	38	24	)	)	PUNCT
emaj-141	38	25	create	create	VERB
emaj-141	38	26	a	a	DET
emaj-141	38	27	favourable	favourable	ADJ
emaj-141	38	28	environment	environment	NOUN
emaj-141	38	29	for	for	ADP
emaj-141	38	30	the	the	DET
emaj-141	38	31	creation	creation	NOUN
emaj-141	38	32	of	of	ADP
emaj-141	38	33	a	a	DET
emaj-141	38	34	national	national	ADJ
emaj-141	38	35	innovation	innovation	NOUN
emaj-141	38	36	system	system	NOUN
emaj-141	38	37	,	,	PUNCT
emaj-141	38	38	allowing	allow	VERB
emaj-141	38	39	the	the	DET
emaj-141	38	40	innovations	innovation	NOUN
emaj-141	38	41	to	to	PART
emaj-141	38	42	happen	happen	VERB
emaj-141	38	43	and	and	CCONJ
emaj-141	38	44	promote	promote	VERB
emaj-141	38	45	the	the	DET
emaj-141	38	46	national	national	ADJ
emaj-141	38	47	development	development	NOUN
emaj-141	38	48	.	.	PUNCT
emaj-141	39	1	what	what	PRON
emaj-141	39	2	is	be	AUX
emaj-141	39	3	known	know	VERB
emaj-141	39	4	is	be	AUX
emaj-141	39	5	that	that	SCONJ
emaj-141	39	6	,	,	PUNCT
emaj-141	39	7	there	there	PRON
emaj-141	39	8	are	be	VERB
emaj-141	39	9	elements	element	NOUN
emaj-141	39	10	which	which	PRON
emaj-141	39	11	can	can	AUX
emaj-141	39	12	facilitate	facilitate	VERB
emaj-141	39	13	or	or	CCONJ
emaj-141	39	14	hinder	hinder	VERB
emaj-141	39	15	the	the	DET
emaj-141	39	16	emergence	emergence	NOUN
emaj-141	39	17	of	of	ADP
emaj-141	39	18	innovation	innovation	NOUN
emaj-141	39	19	.	.	PUNCT
emaj-141	40	1	the	the	DET
emaj-141	40	2	culture	culture	NOUN
emaj-141	40	3	of	of	ADP
emaj-141	40	4	innovation	innovation	NOUN
emaj-141	40	5	and	and	CCONJ
emaj-141	40	6	technological	technological	ADJ
emaj-141	40	7	development	development	NOUN
emaj-141	40	8	,	,	PUNCT
emaj-141	40	9	national	national	ADJ
emaj-141	40	10	policies	policy	NOUN
emaj-141	40	11	,	,	PUNCT
emaj-141	40	12	taxes	taxis	NOUN
emaj-141	40	13	brakes	brake	NOUN
emaj-141	40	14	,	,	PUNCT
emaj-141	40	15	public	public	ADJ
emaj-141	40	16	spending	spending	NOUN
emaj-141	40	17	on	on	ADP
emaj-141	40	18	r&d	r&d	NOUN
emaj-141	40	19	,	,	PUNCT
emaj-141	40	20	and	and	CCONJ
emaj-141	40	21	the	the	DET
emaj-141	40	22	incentive	incentive	NOUN
emaj-141	40	23	for	for	ADP
emaj-141	40	24	innovation	innovation	NOUN
emaj-141	40	25	may	may	AUX
emaj-141	40	26	represent	represent	VERB
emaj-141	40	27	these	these	DET
emaj-141	40	28	factors	factor	NOUN
emaj-141	40	29	(	(	PUNCT
emaj-141	40	30	esteves	esteve	NOUN
emaj-141	40	31	and	and	CCONJ
emaj-141	40	32	feldman	feldman	PROPN
emaj-141	40	33	,	,	PUNCT
emaj-141	40	34	2016	2016	NUM
emaj-141	40	35	)	)	PUNCT
emaj-141	40	36	.	.	PUNCT
emaj-141	41	1	on	on	ADP
emaj-141	41	2	the	the	DET
emaj-141	41	3	other	other	ADJ
emaj-141	41	4	hand	hand	NOUN
emaj-141	41	5	,	,	PUNCT
emaj-141	41	6	to	to	PART
emaj-141	41	7	create	create	VERB
emaj-141	41	8	a	a	DET
emaj-141	41	9	national	national	ADJ
emaj-141	41	10	innovation	innovation	NOUN
emaj-141	41	11	system	system	NOUN
emaj-141	41	12	,	,	PUNCT
emaj-141	41	13	some	some	DET
emaj-141	41	14	conditions	condition	NOUN
emaj-141	41	15	must	must	AUX
emaj-141	41	16	be	be	AUX
emaj-141	41	17	met	meet	VERB
emaj-141	41	18	,	,	PUNCT
emaj-141	41	19	as	as	ADP
emaj-141	41	20	the	the	DET
emaj-141	41	21	formation	formation	NOUN
emaj-141	41	22	of	of	ADP
emaj-141	41	23	a	a	DET
emaj-141	41	24	science	science	NOUN
emaj-141	41	25	and	and	CCONJ
emaj-141	41	26	technology	technology	NOUN
emaj-141	41	27	base	base	NOUN
emaj-141	41	28	;	;	PUNCT
emaj-141	41	29	structural	structural	ADJ
emaj-141	41	30	conditions	condition	NOUN
emaj-141	41	31	;	;	PUNCT
emaj-141	41	32	transfer	transfer	NOUN
emaj-141	41	33	factors	factor	NOUN
emaj-141	41	34	;	;	PUNCT
emaj-141	41	35	and	and	CCONJ
emaj-141	41	36	,	,	PUNCT
emaj-141	41	37	finally	finally	ADV
emaj-141	41	38	,	,	PUNCT
emaj-141	41	39	the	the	DET
emaj-141	41	40	innovation	innovation	NOUN
emaj-141	41	41	dynamo	dynamo	NOUN
emaj-141	41	42	,	,	PUNCT
emaj-141	41	43	as	as	SCONJ
emaj-141	41	44	can	can	AUX
emaj-141	41	45	be	be	AUX
emaj-141	41	46	seen	see	VERB
emaj-141	41	47	on	on	ADP
emaj-141	41	48	figure	figure	NOUN
emaj-141	41	49	1	1	NUM
emaj-141	41	50	.	.	PUNCT
emaj-141	41	51	figure	figure	NOUN
emaj-141	41	52	1	1	NUM
emaj-141	41	53	.	.	PUNCT
emaj-141	42	1	the	the	DET
emaj-141	42	2	field	field	NOUN
emaj-141	42	3	of	of	ADP
emaj-141	42	4	innovations	innovation	NOUN
emaj-141	42	5	policies	policy	NOUN
emaj-141	42	6	source	source	NOUN
emaj-141	42	7	:	:	PUNCT
emaj-141	42	8	adapted	adapt	VERB
emaj-141	42	9	from	from	ADP
emaj-141	42	10	vasconcellos	vasconcello	NOUN
emaj-141	42	11	and	and	CCONJ
emaj-141	42	12	amato	amato	PROPN
emaj-141	42	13	neto	neto	PROPN
emaj-141	42	14	2012	2012	NUM
emaj-141	42	15	.	.	PUNCT
emaj-141	43	1	a	a	DET
emaj-141	43	2	national	national	ADJ
emaj-141	43	3	innovation	innovation	NOUN
emaj-141	43	4	system	system	NOUN
emaj-141	43	5	is	be	AUX
emaj-141	43	6	a	a	DET
emaj-141	43	7	social	social	ADJ
emaj-141	43	8	and	and	CCONJ
emaj-141	43	9	dynamic	dynamic	ADJ
emaj-141	43	10	system	system	NOUN
emaj-141	43	11	where	where	SCONJ
emaj-141	43	12	the	the	DET
emaj-141	43	13	main	main	ADJ
emaj-141	43	14	activity	activity	NOUN
emaj-141	43	15	is	be	AUX
emaj-141	43	16	the	the	DET
emaj-141	43	17	interactive	interactive	ADJ
emaj-141	43	18	learning	learning	NOUN
emaj-141	43	19	between	between	ADP
emaj-141	43	20	the	the	DET
emaj-141	43	21	participants	participant	NOUN
emaj-141	43	22	(	(	PUNCT
emaj-141	43	23	lundvall	lundvall	PROPN
emaj-141	43	24	,	,	PUNCT
emaj-141	43	25	1992	1992	NUM
emaj-141	43	26	)	)	PUNCT
emaj-141	43	27	.	.	PUNCT
emaj-141	44	1	the	the	DET
emaj-141	44	2	formation	formation	NOUN
emaj-141	44	3	of	of	ADP
emaj-141	44	4	a	a	DET
emaj-141	44	5	science	science	NOUN
emaj-141	44	6	and	and	CCONJ
emaj-141	44	7	technology	technology	NOUN
emaj-141	44	8	base	base	NOUN
emaj-141	44	9	guarantees	guarantee	VERB
emaj-141	44	10	the	the	DET
emaj-141	44	11	development	development	NOUN
emaj-141	44	12	of	of	ADP
emaj-141	44	13	scientific	scientific	ADJ
emaj-141	44	14	and	and	CCONJ
emaj-141	44	15	technological	technological	ADJ
emaj-141	44	16	knowledge	knowledge	NOUN
emaj-141	44	17	,	,	PUNCT
emaj-141	44	18	which	which	PRON
emaj-141	44	19	are	be	AUX
emaj-141	44	20	,	,	PUNCT
emaj-141	44	21	therefore	therefore	ADV
emaj-141	44	22	,	,	PUNCT
emaj-141	44	23	the	the	DET
emaj-141	44	24	basis	basis	NOUN
emaj-141	44	25	for	for	ADP
emaj-141	44	26	the	the	DET
emaj-141	44	27	further	further	ADJ
emaj-141	44	28	development	development	NOUN
emaj-141	44	29	of	of	ADP
emaj-141	44	30	innovation	innovation	NOUN
emaj-141	44	31	,	,	PUNCT
emaj-141	44	32	since	since	SCONJ
emaj-141	44	33	science	science	NOUN
emaj-141	44	34	and	and	CCONJ
emaj-141	44	35	technology	technology	NOUN
emaj-141	44	36	institutions	institution	NOUN
emaj-141	44	37	can	can	AUX
emaj-141	44	38	be	be	AUX
emaj-141	44	39	the	the	DET
emaj-141	44	40	drivers	driver	NOUN
emaj-141	44	41	of	of	ADP
emaj-141	44	42	staff	staff	NOUN
emaj-141	44	43	training	training	NOUN
emaj-141	44	44	.	.	PUNCT
emaj-141	45	1	the	the	DET
emaj-141	45	2	structural	structural	ADJ
emaj-141	45	3	conditions	condition	NOUN
emaj-141	45	4	correspond	correspond	VERB
emaj-141	45	5	to	to	ADP
emaj-141	45	6	entities	entity	NOUN
emaj-141	45	7	that	that	PRON
emaj-141	45	8	would	would	AUX
emaj-141	45	9	support	support	VERB
emaj-141	45	10	the	the	DET
emaj-141	45	11	development	development	NOUN
emaj-141	45	12	of	of	ADP
emaj-141	45	13	innovation	innovation	NOUN
emaj-141	45	14	such	such	ADJ
emaj-141	45	15	as	as	ADP
emaj-141	45	16	financial	financial	ADJ
emaj-141	45	17	institutions	institution	NOUN
emaj-141	45	18	,	,	PUNCT
emaj-141	45	19	the	the	DET
emaj-141	45	20	legal	legal	ADJ
emaj-141	45	21	context	context	NOUN
emaj-141	45	22	,	,	PUNCT
emaj-141	45	23	market	market	NOUN
emaj-141	45	24	access	access	NOUN
emaj-141	45	25	,	,	PUNCT
emaj-141	45	26	among	among	ADP
emaj-141	45	27	other	other	ADJ
emaj-141	45	28	promoting	promote	VERB
emaj-141	45	29	sources	source	NOUN
emaj-141	45	30	.	.	PUNCT
emaj-141	46	1	the	the	DET
emaj-141	46	2	transfer	transfer	NOUN
emaj-141	46	3	factors	factor	NOUN
emaj-141	46	4	represent	represent	VERB
emaj-141	46	5	human	human	ADJ
emaj-141	46	6	,	,	PUNCT
emaj-141	46	7	social	social	ADJ
emaj-141	46	8	,	,	PUNCT
emaj-141	46	9	and	and	CCONJ
emaj-141	46	10	cultural	cultural	ADJ
emaj-141	46	11	factors	factor	NOUN
emaj-141	46	12	;	;	PUNCT
emaj-141	46	13	which	which	PRON
emaj-141	46	14	include	include	VERB
emaj-141	46	15	the	the	DET
emaj-141	46	16	interactions	interaction	NOUN
emaj-141	46	17	,	,	PUNCT
emaj-141	46	18	the	the	DET
emaj-141	46	19	cooperation	cooperation	NOUN
emaj-141	46	20	and	and	CCONJ
emaj-141	46	21	the	the	DET
emaj-141	46	22	information	information	NOUN
emaj-141	46	23	channel	channel	NOUN
emaj-141	46	24	for	for	ADP
emaj-141	46	25	the	the	DET
emaj-141	46	26	efficient	efficient	ADJ
emaj-141	46	27	operation	operation	NOUN
emaj-141	46	28	of	of	ADP
emaj-141	46	29	the	the	DET
emaj-141	46	30	innovation	innovation	NOUN
emaj-141	46	31	at	at	ADP
emaj-141	46	32	the	the	DET
emaj-141	46	33	organisational	organisational	ADJ
emaj-141	46	34	level	level	NOUN
emaj-141	46	35	.	.	PUNCT
emaj-141	47	1	finally	finally	ADV
emaj-141	47	2	,	,	PUNCT
emaj-141	47	3	the	the	DET
emaj-141	47	4	dynamo	dynamo	NOUN
emaj-141	47	5	of	of	ADP
emaj-141	47	6	innovation	innovation	NOUN
emaj-141	47	7	portrays	portray	VERB
emaj-141	47	8	a	a	DET
emaj-141	47	9	complex	complex	ADJ
emaj-141	47	10	system	system	NOUN
emaj-141	47	11	of	of	ADP
emaj-141	47	12	factors	factor	NOUN
emaj-141	47	13	that	that	PRON
emaj-141	47	14	conform	conform	VERB
emaj-141	47	15	the	the	DET
emaj-141	47	16	innovation	innovation	NOUN
emaj-141	47	17	in	in	ADP
emaj-141	47	18	the	the	DET
emaj-141	47	19	organisational	organisational	ADJ
emaj-141	47	20	level	level	NOUN
emaj-141	47	21	and	and	CCONJ
emaj-141	47	22	include	include	VERB
emaj-141	47	23	the	the	DET
emaj-141	47	24	employees	employee	NOUN
emaj-141	47	25	involved	involve	VERB
emaj-141	47	26	,	,	PUNCT
emaj-141	47	27	the	the	DET
emaj-141	47	28	structure	structure	NOUN
emaj-141	47	29	,	,	PUNCT
emaj-141	47	30	internal	internal	ADJ
emaj-141	47	31	facilities	facility	NOUN
emaj-141	47	32	,	,	PUNCT
emaj-141	47	33	strategy	strategy	NOUN
emaj-141	47	34	,	,	PUNCT
emaj-141	47	35	financial	financial	ADJ
emaj-141	47	36	structure	structure	NOUN
emaj-141	47	37	,	,	PUNCT
emaj-141	47	38	among	among	ADP
emaj-141	47	39	other	other	ADJ
emaj-141	47	40	corporate	corporate	ADJ
emaj-141	47	41	aspects	aspect	NOUN
emaj-141	47	42	.	.	PUNCT
emaj-141	48	1	the	the	DET
emaj-141	48	2	need	need	NOUN
emaj-141	48	3	to	to	PART
emaj-141	48	4	develop	develop	VERB
emaj-141	48	5	internal	internal	ADJ
emaj-141	48	6	and	and	CCONJ
emaj-141	48	7	external	external	ADJ
emaj-141	48	8	competencies	competency	NOUN
emaj-141	48	9	for	for	ADP
emaj-141	48	10	innovation	innovation	NOUN
emaj-141	48	11	to	to	PART
emaj-141	48	12	materialize	materialize	VERB
emaj-141	48	13	is	be	AUX
emaj-141	48	14	also	also	ADV
emaj-141	48	15	noted	note	VERB
emaj-141	48	16	(	(	PUNCT
emaj-141	48	17	vasconcellos	vasconcello	NOUN
emaj-141	48	18	and	and	CCONJ
emaj-141	48	19	amato	amato	PROPN
emaj-141	48	20	neto	neto	PROPN
emaj-141	48	21	,	,	PUNCT
emaj-141	48	22	2012	2012	NUM
emaj-141	48	23	;	;	PUNCT
emaj-141	48	24	oecd	oecd	PROPN
emaj-141	48	25	,	,	PUNCT
emaj-141	48	26	1997	1997	NUM
emaj-141	48	27	)	)	PUNCT
emaj-141	48	28	.	.	PUNCT
emaj-141	49	1	when	when	SCONJ
emaj-141	49	2	analysing	analyse	VERB
emaj-141	49	3	the	the	DET
emaj-141	49	4	specific	specific	ADJ
emaj-141	49	5	case	case	NOUN
emaj-141	49	6	of	of	ADP
emaj-141	49	7	brazil	brazil	PROPN
emaj-141	49	8	in	in	ADP
emaj-141	49	9	patents	patent	NOUN
emaj-141	49	10	indices	index	NOUN
emaj-141	49	11	,	,	PUNCT
emaj-141	49	12	scientific	scientific	ADJ
emaj-141	49	13	publications	publication	NOUN
emaj-141	49	14	,	,	PUNCT
emaj-141	49	15	and	and	CCONJ
emaj-141	49	16	the	the	DET
emaj-141	49	17	number	number	NOUN
emaj-141	49	18	of	of	ADP
emaj-141	49	19	students	student	NOUN
emaj-141	49	20	with	with	ADP
emaj-141	49	21	a	a	DET
emaj-141	49	22	background	background	NOUN
emaj-141	49	23	in	in	ADP
emaj-141	49	24	science	science	NOUN
emaj-141	49	25	,	,	PUNCT
emaj-141	49	26	technology	technology	NOUN
emaj-141	49	27	and	and	CCONJ
emaj-141	49	28	engineering	engineering	NOUN
emaj-141	49	29	,	,	PUNCT
emaj-141	49	30	one	one	PRON
emaj-141	49	31	can	can	AUX
emaj-141	49	32	note	note	VERB
emaj-141	49	33	that	that	SCONJ
emaj-141	49	34	brazil	brazil	PROPN
emaj-141	49	35	does	do	AUX
emaj-141	49	36	not	not	PART
emaj-141	49	37	occupy	occupy	VERB
emaj-141	49	38	a	a	DET
emaj-141	49	39	relevant	relevant	ADJ
emaj-141	49	40	position	position	NOUN
emaj-141	49	41	in	in	ADP
emaj-141	49	42	these	these	DET
emaj-141	49	43	indices	index	NOUN
emaj-141	49	44	(	(	PUNCT
emaj-141	49	45	esteves	esteve	NOUN
emaj-141	49	46	and	and	CCONJ
emaj-141	49	47	feldman	feldman	PROPN
emaj-141	49	48	,	,	PUNCT
emaj-141	49	49	2016	2016	NUM
emaj-141	49	50	)	)	PUNCT
emaj-141	49	51	.	.	PUNCT
emaj-141	50	1	volume	volume	NOUN
emaj-141	50	2	7	7	NUM
emaj-141	50	3	no	no	DET
emaj-141	50	4	2	2	NUM
emaj-141	50	5	(	(	PUNCT
emaj-141	50	6	2017	2017	NUM
emaj-141	50	7	)	)	PUNCT
emaj-141	50	8	|	|	ADV
emaj-141	50	9	issn	issn	VERB
emaj-141	50	10	2158	2158	NUM
emaj-141	50	11	-	-	SYM
emaj-141	50	12	8708	8708	NUM
emaj-141	50	13	(	(	PUNCT
emaj-141	50	14	online	online	NOUN
emaj-141	50	15	)	)	PUNCT
emaj-141	50	16	|	|	ADV
emaj-141	50	17	doi	doi	X
emaj-141	50	18	10.5195	10.5195	NUM
emaj-141	50	19	/	/	SYM
emaj-141	50	20	emaj.2017.141	emaj.2017.141	PROPN
emaj-141	51	1	|	|	NOUN
emaj-141	51	2	http://emaj.pitt.edu	http://emaj.pitt.edu	VERB
emaj-141	51	3	comparison	comparison	NOUN
emaj-141	51	4	between	between	ADP
emaj-141	51	5	brazil	brazil	PROPN
emaj-141	51	6	and	and	CCONJ
emaj-141	51	7	the	the	DET
emaj-141	51	8	30	30	NUM
emaj-141	51	9	most	most	ADV
emaj-141	51	10	innovative	innovative	ADJ
emaj-141	51	11	countries	country	NOUN
emaj-141	51	12	in	in	ADP
emaj-141	51	13	the	the	DET
emaj-141	51	14	world	world	NOUN
emaj-141	51	15	page	page	NOUN
emaj-141	51	16	|20|	|20|	NOUN
emaj-141	51	17	emerging	emerge	VERB
emaj-141	51	18	markets	market	NOUN
emaj-141	51	19	journal	journal	NOUN
emaj-141	51	20	2	2	NUM
emaj-141	51	21	.	.	PUNCT
emaj-141	51	22	research	research	NOUN
emaj-141	51	23	and	and	CCONJ
emaj-141	51	24	development	development	NOUN
emaj-141	51	25	in	in	ADP
emaj-141	51	26	the	the	DET
emaj-141	51	27	innovative	innovative	ADJ
emaj-141	51	28	process	process	NOUN
emaj-141	51	29	in	in	ADP
emaj-141	51	30	brazil	brazil	PROPN
emaj-141	51	31	,	,	PUNCT
emaj-141	51	32	the	the	DET
emaj-141	51	33	sectoral	sectoral	ADJ
emaj-141	51	34	funds	fund	NOUN
emaj-141	51	35	for	for	ADP
emaj-141	51	36	research	research	NOUN
emaj-141	51	37	development	development	NOUN
emaj-141	51	38	resemble	resemble	VERB
emaj-141	51	39	the	the	DET
emaj-141	51	40	american	american	ADJ
emaj-141	51	41	process	process	NOUN
emaj-141	51	42	.	.	PUNCT
emaj-141	52	1	the	the	DET
emaj-141	52	2	federal	federal	ADJ
emaj-141	52	3	government	government	NOUN
emaj-141	52	4	allocates	allocate	VERB
emaj-141	52	5	part	part	NOUN
emaj-141	52	6	of	of	ADP
emaj-141	52	7	the	the	DET
emaj-141	52	8	proceeds	proceed	NOUN
emaj-141	52	9	from	from	ADP
emaj-141	52	10	contributions	contribution	NOUN
emaj-141	52	11	levied	levy	VERB
emaj-141	52	12	on	on	ADP
emaj-141	52	13	the	the	DET
emaj-141	52	14	result	result	NOUN
emaj-141	52	15	of	of	ADP
emaj-141	52	16	the	the	DET
emaj-141	52	17	exploitation	exploitation	NOUN
emaj-141	52	18	of	of	ADP
emaj-141	52	19	natural	natural	ADJ
emaj-141	52	20	resources	resource	NOUN
emaj-141	52	21	belongingto	belongingto	NOUN
emaj-141	52	22	the	the	DET
emaj-141	52	23	state	state	NOUN
emaj-141	52	24	and	and	CCONJ
emaj-141	52	25	portions	portion	NOUN
emaj-141	52	26	of	of	ADP
emaj-141	52	27	the	the	DET
emaj-141	52	28	industrialized	industrialize	VERB
emaj-141	52	29	products	product	NOUN
emaj-141	52	30	tax	tax	NOUN
emaj-141	52	31	(	(	PUNCT
emaj-141	52	32	ipi	ipi	PROPN
emaj-141	52	33	–	–	PUNCT
emaj-141	52	34	in	in	ADP
emaj-141	52	35	portuguese	portuguese	NOUN
emaj-141	52	36	)	)	PUNCT
emaj-141	52	37	from	from	ADP
emaj-141	52	38	certain	certain	ADJ
emaj-141	52	39	sectors	sector	NOUN
emaj-141	52	40	to	to	PART
emaj-141	52	41	create	create	VERB
emaj-141	52	42	an	an	DET
emaj-141	52	43	investment	investment	NOUN
emaj-141	52	44	fund	fund	NOUN
emaj-141	52	45	to	to	PART
emaj-141	52	46	finance	finance	VERB
emaj-141	52	47	science	science	NOUN
emaj-141	52	48	,	,	PUNCT
emaj-141	52	49	technology	technology	NOUN
emaj-141	52	50	and	and	CCONJ
emaj-141	52	51	innovation	innovation	NOUN
emaj-141	52	52	in	in	ADP
emaj-141	52	53	companies	company	NOUN
emaj-141	52	54	,	,	PUNCT
emaj-141	52	55	universities	university	NOUN
emaj-141	52	56	,	,	PUNCT
emaj-141	52	57	technological	technological	ADJ
emaj-141	52	58	institutes	institute	NOUN
emaj-141	52	59	and	and	CCONJ
emaj-141	52	60	other	other	ADJ
emaj-141	52	61	public	public	ADJ
emaj-141	52	62	or	or	CCONJ
emaj-141	52	63	private	private	ADJ
emaj-141	52	64	institutions	institution	NOUN
emaj-141	52	65	.	.	PUNCT
emaj-141	53	1	to	to	PART
emaj-141	53	2	receive	receive	VERB
emaj-141	53	3	financing	financing	NOUN
emaj-141	53	4	for	for	ADP
emaj-141	53	5	project	project	NOUN
emaj-141	53	6	execution	execution	NOUN
emaj-141	53	7	,	,	PUNCT
emaj-141	53	8	the	the	DET
emaj-141	53	9	interested	interested	ADJ
emaj-141	53	10	bodies	body	NOUN
emaj-141	53	11	must	must	AUX
emaj-141	53	12	submit	submit	VERB
emaj-141	53	13	their	their	PRON
emaj-141	53	14	proposals	proposal	NOUN
emaj-141	53	15	,	,	PUNCT
emaj-141	53	16	which	which	PRON
emaj-141	53	17	are	be	AUX
emaj-141	53	18	evaluated	evaluate	VERB
emaj-141	53	19	by	by	ADP
emaj-141	53	20	the	the	DET
emaj-141	53	21	management	management	NOUN
emaj-141	53	22	committee	committee	NOUN
emaj-141	53	23	,	,	PUNCT
emaj-141	53	24	that	that	PRON
emaj-141	53	25	is	be	AUX
emaj-141	53	26	composed	compose	VERB
emaj-141	53	27	of	of	ADP
emaj-141	53	28	representatives	representative	NOUN
emaj-141	53	29	from	from	ADP
emaj-141	53	30	various	various	ADJ
emaj-141	53	31	segments	segment	NOUN
emaj-141	53	32	of	of	ADP
emaj-141	53	33	the	the	DET
emaj-141	53	34	federal	federal	ADJ
emaj-141	53	35	government	government	NOUN
emaj-141	53	36	,	,	PUNCT
emaj-141	53	37	academia	academia	NOUN
emaj-141	53	38	,	,	PUNCT
emaj-141	53	39	business	business	NOUN
emaj-141	53	40	and	and	CCONJ
emaj-141	53	41	the	the	DET
emaj-141	53	42	like	like	ADJ
emaj-141	53	43	.	.	PUNCT
emaj-141	54	1	in	in	ADP
emaj-141	54	2	the	the	DET
emaj-141	54	3	case	case	NOUN
emaj-141	54	4	of	of	ADP
emaj-141	54	5	universities	university	NOUN
emaj-141	54	6	and	and	CCONJ
emaj-141	54	7	research	research	NOUN
emaj-141	54	8	institutions	institution	NOUN
emaj-141	54	9	,	,	PUNCT
emaj-141	54	10	a	a	DET
emaj-141	54	11	non	non	ADJ
emaj-141	54	12	-	-	ADJ
emaj-141	54	13	profit	profit	ADJ
emaj-141	54	14	foundation	foundation	NOUN
emaj-141	54	15	supported	support	VERB
emaj-141	54	16	by	by	ADP
emaj-141	54	17	the	the	DET
emaj-141	54	18	ministry	ministry	PROPN
emaj-141	54	19	of	of	ADP
emaj-141	54	20	education	education	PROPN
emaj-141	54	21	can	can	AUX
emaj-141	54	22	play	play	VERB
emaj-141	54	23	this	this	DET
emaj-141	54	24	role	role	NOUN
emaj-141	54	25	(	(	PUNCT
emaj-141	54	26	dietrich	dietrich	PROPN
emaj-141	54	27	et	et	PROPN
emaj-141	54	28	al	al	PROPN
emaj-141	54	29	.	.	PROPN
emaj-141	54	30	,	,	PUNCT
emaj-141	54	31	2013	2013	NUM
emaj-141	54	32	)	)	PUNCT
emaj-141	54	33	.	.	PUNCT
emaj-141	55	1	the	the	DET
emaj-141	55	2	allocation	allocation	NOUN
emaj-141	55	3	of	of	ADP
emaj-141	55	4	public	public	ADJ
emaj-141	55	5	resources	resource	NOUN
emaj-141	55	6	destined	destine	VERB
emaj-141	55	7	for	for	ADP
emaj-141	55	8	science	science	NOUN
emaj-141	55	9	and	and	CCONJ
emaj-141	55	10	technology	technology	NOUN
emaj-141	55	11	becomes	become	VERB
emaj-141	55	12	increasingly	increasingly	ADV
emaj-141	55	13	scarce	scarce	ADJ
emaj-141	55	14	since	since	SCONJ
emaj-141	55	15	the	the	DET
emaj-141	55	16	resources	resource	NOUN
emaj-141	55	17	destined	destine	VERB
emaj-141	55	18	to	to	ADP
emaj-141	55	19	this	this	DET
emaj-141	55	20	area	area	NOUN
emaj-141	55	21	compete	compete	VERB
emaj-141	55	22	with	with	ADP
emaj-141	55	23	areas	area	NOUN
emaj-141	55	24	considered	consider	VERB
emaj-141	55	25	priority	priority	NOUN
emaj-141	55	26	by	by	ADP
emaj-141	55	27	the	the	DET
emaj-141	55	28	government	government	NOUN
emaj-141	55	29	as	as	ADP
emaj-141	55	30	health	health	NOUN
emaj-141	55	31	,	,	PUNCT
emaj-141	55	32	education	education	NOUN
emaj-141	55	33	and	and	CCONJ
emaj-141	55	34	security	security	NOUN
emaj-141	55	35	(	(	PUNCT
emaj-141	55	36	contini	contini	PROPN
emaj-141	55	37	et	et	PROPN
emaj-141	55	38	al	al	PROPN
emaj-141	55	39	.	.	PROPN
emaj-141	55	40	,	,	PUNCT
emaj-141	55	41	1998	1998	NUM
emaj-141	55	42	)	)	PUNCT
emaj-141	55	43	.	.	PUNCT
emaj-141	56	1	companies	company	NOUN
emaj-141	56	2	in	in	ADP
emaj-141	56	3	established	establish	VERB
emaj-141	56	4	sectors	sector	NOUN
emaj-141	56	5	that	that	PRON
emaj-141	56	6	dedicate	dedicate	VERB
emaj-141	56	7	part	part	NOUN
emaj-141	56	8	of	of	ADP
emaj-141	56	9	their	their	PRON
emaj-141	56	10	resources	resource	NOUN
emaj-141	56	11	to	to	PART
emaj-141	56	12	r&d	r&d	VERB
emaj-141	56	13	and	and	CCONJ
emaj-141	56	14	innovate	innovate	VERB
emaj-141	56	15	regularly	regularly	ADV
emaj-141	56	16	can	can	AUX
emaj-141	56	17	be	be	AUX
emaj-141	56	18	challenged	challenge	VERB
emaj-141	56	19	if	if	SCONJ
emaj-141	56	20	they	they	PRON
emaj-141	56	21	can	can	AUX
emaj-141	56	22	not	not	PART
emaj-141	56	23	interpret	interpret	VERB
emaj-141	56	24	signs	sign	NOUN
emaj-141	56	25	of	of	ADP
emaj-141	56	26	transformation	transformation	NOUN
emaj-141	56	27	in	in	ADP
emaj-141	56	28	their	their	PRON
emaj-141	56	29	markets	market	NOUN
emaj-141	56	30	and	and	CCONJ
emaj-141	56	31	technology	technology	NOUN
emaj-141	56	32	.	.	PUNCT
emaj-141	57	1	in	in	ADP
emaj-141	57	2	dynamic	dynamic	ADJ
emaj-141	57	3	environments	environment	NOUN
emaj-141	57	4	,	,	PUNCT
emaj-141	57	5	you	you	PRON
emaj-141	57	6	need	need	VERB
emaj-141	57	7	to	to	PART
emaj-141	57	8	develop	develop	VERB
emaj-141	57	9	skills	skill	NOUN
emaj-141	57	10	to	to	PART
emaj-141	57	11	capture	capture	VERB
emaj-141	57	12	some	some	DET
emaj-141	57	13	signs	sign	NOUN
emaj-141	57	14	of	of	ADP
emaj-141	57	15	change	change	NOUN
emaj-141	57	16	as	as	ADV
emaj-141	57	17	well	well	ADV
emaj-141	57	18	as	as	ADP
emaj-141	57	19	competence	competence	NOUN
emaj-141	57	20	and	and	CCONJ
emaj-141	57	21	agility	agility	NOUN
emaj-141	57	22	to	to	PART
emaj-141	57	23	move	move	VERB
emaj-141	57	24	to	to	ADP
emaj-141	57	25	new	new	ADJ
emaj-141	57	26	areas	area	NOUN
emaj-141	57	27	and	and	CCONJ
emaj-141	57	28	technologies	technology	NOUN
emaj-141	57	29	that	that	PRON
emaj-141	57	30	emerge	emerge	VERB
emaj-141	57	31	.	.	PUNCT
emaj-141	58	1	this	this	PRON
emaj-141	58	2	means	mean	VERB
emaj-141	58	3	developing	develop	VERB
emaj-141	58	4	and	and	CCONJ
emaj-141	58	5	building	building	NOUN
emaj-141	58	6	capacities	capacity	NOUN
emaj-141	58	7	,	,	PUNCT
emaj-141	58	8	adapting	adapt	VERB
emaj-141	58	9	and	and	CCONJ
emaj-141	58	10	absorbing	absorb	VERB
emaj-141	58	11	new	new	ADJ
emaj-141	58	12	knowledge	knowledge	NOUN
emaj-141	58	13	when	when	SCONJ
emaj-141	58	14	necessary	necessary	ADJ
emaj-141	58	15	,	,	PUNCT
emaj-141	58	16	and	and	CCONJ
emaj-141	58	17	surpassing	surpass	VERB
emaj-141	58	18	redundant	redundant	ADJ
emaj-141	58	19	or	or	CCONJ
emaj-141	58	20	obsolete	obsolete	ADJ
emaj-141	58	21	knowledge	knowledge	NOUN
emaj-141	58	22	(	(	PUNCT
emaj-141	58	23	tidd	tidd	NOUN
emaj-141	58	24	et	et	PROPN
emaj-141	58	25	al	al	PROPN
emaj-141	58	26	.	.	PROPN
emaj-141	58	27	,	,	PUNCT
emaj-141	58	28	2001	2001	NUM
emaj-141	58	29	)	)	PUNCT
emaj-141	58	30	.	.	PUNCT
emaj-141	59	1	to	to	PART
emaj-141	59	2	keep	keep	VERB
emaj-141	59	3	innovating	innovate	VERB
emaj-141	59	4	,	,	PUNCT
emaj-141	59	5	companies	company	NOUN
emaj-141	59	6	carry	carry	VERB
emaj-141	59	7	out	out	ADP
emaj-141	59	8	internal	internal	ADJ
emaj-141	59	9	and	and	CCONJ
emaj-141	59	10	external	external	ADJ
emaj-141	59	11	efforts	effort	NOUN
emaj-141	59	12	.	.	PUNCT
emaj-141	60	1	internal	internal	ADJ
emaj-141	60	2	efforts	effort	NOUN
emaj-141	60	3	include	include	VERB
emaj-141	60	4	internal	internal	ADJ
emaj-141	60	5	r&d	r&d	NOUN
emaj-141	60	6	activities	activity	NOUN
emaj-141	60	7	,	,	PUNCT
emaj-141	60	8	internal	internal	ADJ
emaj-141	60	9	training	training	NOUN
emaj-141	60	10	of	of	ADP
emaj-141	60	11	human	human	ADJ
emaj-141	60	12	resources	resource	NOUN
emaj-141	60	13	for	for	ADP
emaj-141	60	14	skills	skill	NOUN
emaj-141	60	15	development	development	NOUN
emaj-141	60	16	,	,	PUNCT
emaj-141	60	17	use	use	NOUN
emaj-141	60	18	of	of	ADP
emaj-141	60	19	financial	financial	ADJ
emaj-141	60	20	resources	resource	NOUN
emaj-141	60	21	to	to	PART
emaj-141	60	22	support	support	VERB
emaj-141	60	23	developments	development	NOUN
emaj-141	60	24	,	,	PUNCT
emaj-141	60	25	ability	ability	NOUN
emaj-141	60	26	to	to	PART
emaj-141	60	27	deal	deal	VERB
emaj-141	60	28	with	with	ADP
emaj-141	60	29	change	change	NOUN
emaj-141	60	30	,	,	PUNCT
emaj-141	60	31	and	and	CCONJ
emaj-141	60	32	others	other	NOUN
emaj-141	60	33	.	.	PUNCT
emaj-141	61	1	external	external	ADJ
emaj-141	61	2	efforts	effort	NOUN
emaj-141	61	3	include	include	VERB
emaj-141	61	4	outsourcing	outsource	VERB
emaj-141	61	5	r&d	r&d	NOUN
emaj-141	61	6	,	,	PUNCT
emaj-141	61	7	use	use	NOUN
emaj-141	61	8	of	of	ADP
emaj-141	61	9	new	new	ADJ
emaj-141	61	10	technologies	technology	NOUN
emaj-141	61	11	,	,	PUNCT
emaj-141	61	12	acquisition	acquisition	NOUN
emaj-141	61	13	of	of	ADP
emaj-141	61	14	external	external	ADJ
emaj-141	61	15	know	know	NOUN
emaj-141	61	16	-	-	PUNCT
emaj-141	61	17	how	how	SCONJ
emaj-141	61	18	materialized	materialize	VERB
emaj-141	61	19	as	as	ADP
emaj-141	61	20	know	know	NOUN
emaj-141	61	21	-	-	PUNCT
emaj-141	61	22	how	how	NOUN
emaj-141	61	23	,	,	PUNCT
emaj-141	61	24	patents	patent	NOUN
emaj-141	61	25	and	and	CCONJ
emaj-141	61	26	licenses	license	NOUN
emaj-141	61	27	,	,	PUNCT
emaj-141	61	28	acquisition	acquisition	NOUN
emaj-141	61	29	of	of	ADP
emaj-141	61	30	software	software	NOUN
emaj-141	61	31	,	,	PUNCT
emaj-141	61	32	external	external	ADJ
emaj-141	61	33	training	training	NOUN
emaj-141	61	34	of	of	ADP
emaj-141	61	35	the	the	DET
emaj-141	61	36	team	team	NOUN
emaj-141	61	37	,	,	PUNCT
emaj-141	61	38	among	among	ADP
emaj-141	61	39	others	other	NOUN
emaj-141	61	40	.	.	PUNCT
emaj-141	62	1	in	in	ADP
emaj-141	62	2	general	general	ADJ
emaj-141	62	3	,	,	PUNCT
emaj-141	62	4	innovating	innovate	VERB
emaj-141	62	5	corresponds	correspond	NOUN
emaj-141	62	6	to	to	ADP
emaj-141	62	7	engaging	engage	VERB
emaj-141	62	8	efforts	effort	NOUN
emaj-141	62	9	in	in	ADP
emaj-141	62	10	several	several	ADJ
emaj-141	62	11	innovative	innovative	ADJ
emaj-141	62	12	activities	activity	NOUN
emaj-141	62	13	(	(	PUNCT
emaj-141	62	14	anpei	anpei	NOUN
emaj-141	62	15	,	,	PUNCT
emaj-141	62	16	2009	2009	NUM
emaj-141	62	17	)	)	PUNCT
emaj-141	62	18	.	.	PUNCT
emaj-141	63	1	there	there	PRON
emaj-141	63	2	are	be	VERB
emaj-141	63	3	places	place	NOUN
emaj-141	63	4	that	that	SCONJ
emaj-141	63	5	the	the	DET
emaj-141	63	6	ability	ability	NOUN
emaj-141	63	7	to	to	PART
emaj-141	63	8	innovate	innovate	VERB
emaj-141	63	9	is	be	AUX
emaj-141	63	10	concentrated	concentrate	VERB
emaj-141	63	11	,	,	PUNCT
emaj-141	63	12	as	as	SCONJ
emaj-141	63	13	it	it	PRON
emaj-141	63	14	is	be	AUX
emaj-141	63	15	the	the	DET
emaj-141	63	16	case	case	NOUN
emaj-141	63	17	of	of	ADP
emaj-141	63	18	the	the	DET
emaj-141	63	19	already	already	ADV
emaj-141	63	20	developed	develop	VERB
emaj-141	63	21	countries	country	NOUN
emaj-141	63	22	in	in	ADP
emaj-141	63	23	europe	europe	PROPN
emaj-141	63	24	,	,	PUNCT
emaj-141	63	25	usa	usa	PROPN
emaj-141	63	26	,	,	PUNCT
emaj-141	63	27	and	and	CCONJ
emaj-141	63	28	japan	japan	PROPN
emaj-141	63	29	.	.	PUNCT
emaj-141	64	1	however	however	ADV
emaj-141	64	2	,	,	PUNCT
emaj-141	64	3	this	this	DET
emaj-141	64	4	assumption	assumption	NOUN
emaj-141	64	5	is	be	AUX
emaj-141	64	6	beginning	begin	VERB
emaj-141	64	7	to	to	PART
emaj-141	64	8	change	change	VERB
emaj-141	64	9	with	with	ADP
emaj-141	64	10	emerging	emerge	VERB
emaj-141	64	11	markets	market	NOUN
emaj-141	64	12	as	as	ADP
emaj-141	64	13	china	china	PROPN
emaj-141	64	14	and	and	CCONJ
emaj-141	64	15	india	india	PROPN
emaj-141	64	16	that	that	PRON
emaj-141	64	17	are	be	AUX
emaj-141	64	18	transitioning	transition	VERB
emaj-141	64	19	their	their	PRON
emaj-141	64	20	production	production	NOUN
emaj-141	64	21	capacities	capacity	NOUN
emaj-141	64	22	to	to	ADP
emaj-141	64	23	an	an	DET
emaj-141	64	24	innovative	innovative	ADJ
emaj-141	64	25	capability	capability	NOUN
emaj-141	64	26	(	(	PUNCT
emaj-141	64	27	altenburg	altenburg	NOUN
emaj-141	64	28	et	et	PROPN
emaj-141	64	29	al	al	PROPN
emaj-141	64	30	.	.	PROPN
emaj-141	64	31	,	,	PUNCT
emaj-141	64	32	2008	2008	NUM
emaj-141	64	33	)	)	PUNCT
emaj-141	64	34	.	.	PUNCT
emaj-141	65	1	in	in	ADP
emaj-141	65	2	brazil	brazil	PROPN
emaj-141	65	3	,	,	PUNCT
emaj-141	65	4	systematic	systematic	ADJ
emaj-141	65	5	and	and	CCONJ
emaj-141	65	6	sustained	sustained	ADJ
emaj-141	65	7	efforts	effort	NOUN
emaj-141	65	8	to	to	PART
emaj-141	65	9	innovate	innovate	VERB
emaj-141	65	10	are	be	AUX
emaj-141	65	11	still	still	ADV
emaj-141	65	12	incipient	incipient	ADJ
emaj-141	65	13	,	,	PUNCT
emaj-141	65	14	according	accord	VERB
emaj-141	65	15	to	to	ADP
emaj-141	65	16	the	the	DET
emaj-141	65	17	brazilian	brazilian	PROPN
emaj-141	65	18	institute	institute	PROPN
emaj-141	65	19	of	of	ADP
emaj-141	65	20	geography	geography	NOUN
emaj-141	65	21	and	and	CCONJ
emaj-141	65	22	statistics	statistic	NOUN
emaj-141	65	23	(	(	PUNCT
emaj-141	65	24	ibge	ibge	NOUN
emaj-141	65	25	–	–	PUNCT
emaj-141	65	26	in	in	ADP
emaj-141	65	27	portuguese	portuguese	NOUN
emaj-141	65	28	)	)	PUNCT
emaj-141	65	29	.	.	PUNCT
emaj-141	66	1	most	most	ADJ
emaj-141	66	2	innovative	innovative	ADJ
emaj-141	66	3	activities	activity	NOUN
emaj-141	66	4	correspond	correspond	VERB
emaj-141	66	5	to	to	ADP
emaj-141	66	6	the	the	DET
emaj-141	66	7	acquisition	acquisition	NOUN
emaj-141	66	8	of	of	ADP
emaj-141	66	9	machines	machine	NOUN
emaj-141	66	10	and	and	CCONJ
emaj-141	66	11	equipment	equipment	NOUN
emaj-141	66	12	,	,	PUNCT
emaj-141	66	13	followed	follow	VERB
emaj-141	66	14	by	by	ADP
emaj-141	66	15	industrial	industrial	ADJ
emaj-141	66	16	project	project	NOUN
emaj-141	66	17	,	,	PUNCT
emaj-141	66	18	and	and	CCONJ
emaj-141	66	19	market	market	NOUN
emaj-141	66	20	innovation	innovation	NOUN
emaj-141	66	21	.	.	PUNCT
emaj-141	67	1	few	few	ADJ
emaj-141	67	2	companies	company	NOUN
emaj-141	67	3	carry	carry	VERB
emaj-141	67	4	out	out	ADP
emaj-141	67	5	r&d	r&d	NOUN
emaj-141	67	6	activities	activity	NOUN
emaj-141	67	7	;	;	PUNCT
emaj-141	67	8	or	or	CCONJ
emaj-141	67	9	acquire	acquire	VERB
emaj-141	67	10	external	external	ADJ
emaj-141	67	11	knowledge	knowledge	NOUN
emaj-141	67	12	or	or	CCONJ
emaj-141	67	13	even	even	ADV
emaj-141	67	14	the	the	DET
emaj-141	67	15	use	use	NOUN
emaj-141	67	16	patent	patent	NOUN
emaj-141	67	17	licenses	license	NOUN
emaj-141	67	18	.	.	PUNCT
emaj-141	68	1	these	these	DET
emaj-141	68	2	results	result	NOUN
emaj-141	68	3	differ	differ	VERB
emaj-141	68	4	when	when	SCONJ
emaj-141	68	5	compared	compare	VERB
emaj-141	68	6	to	to	ADP
emaj-141	68	7	other	other	ADJ
emaj-141	68	8	countries	country	NOUN
emaj-141	68	9	,	,	PUNCT
emaj-141	68	10	as	as	SCONJ
emaj-141	68	11	mentioned	mention	VERB
emaj-141	68	12	before	before	ADP
emaj-141	68	13	e.g.	e.g.	ADV
emaj-141	68	14	,	,	PUNCT
emaj-141	68	15	with	with	ADP
emaj-141	68	16	european	european	ADJ
emaj-141	68	17	countries	country	NOUN
emaj-141	68	18	,	,	PUNCT
emaj-141	68	19	although	although	SCONJ
emaj-141	68	20	they	they	PRON
emaj-141	68	21	also	also	ADV
emaj-141	68	22	use	use	VERB
emaj-141	68	23	the	the	DET
emaj-141	68	24	acquisition	acquisition	NOUN
emaj-141	68	25	of	of	ADP
emaj-141	68	26	machines	machine	NOUN
emaj-141	68	27	and	and	CCONJ
emaj-141	68	28	equipment	equipment	NOUN
emaj-141	68	29	associated	associate	VERB
emaj-141	68	30	with	with	ADP
emaj-141	68	31	innovation	innovation	NOUN
emaj-141	68	32	,	,	PUNCT
emaj-141	68	33	they	they	PRON
emaj-141	68	34	are	be	AUX
emaj-141	68	35	also	also	ADV
emaj-141	68	36	more	more	ADV
emaj-141	68	37	involved	involved	ADJ
emaj-141	68	38	in	in	ADP
emaj-141	68	39	r&d	r&d	NOUN
emaj-141	68	40	activities	activity	NOUN
emaj-141	68	41	(	(	PUNCT
emaj-141	68	42	anpei	anpei	NOUN
emaj-141	68	43	,	,	PUNCT
emaj-141	68	44	2009	2009	NUM
emaj-141	68	45	)	)	PUNCT
emaj-141	68	46	.	.	PUNCT
emaj-141	69	1	the	the	DET
emaj-141	69	2	role	role	NOUN
emaj-141	69	3	of	of	ADP
emaj-141	69	4	research	research	NOUN
emaj-141	69	5	and	and	CCONJ
emaj-141	69	6	development	development	NOUN
emaj-141	69	7	is	be	AUX
emaj-141	69	8	to	to	PART
emaj-141	69	9	boost	boost	VERB
emaj-141	69	10	innovation	innovation	NOUN
emaj-141	69	11	,	,	PUNCT
emaj-141	69	12	and	and	CCONJ
emaj-141	69	13	they	they	PRON
emaj-141	69	14	are	be	AUX
emaj-141	69	15	fundamental	fundamental	ADJ
emaj-141	69	16	for	for	ADP
emaj-141	69	17	increasing	increase	VERB
emaj-141	69	18	the	the	DET
emaj-141	69	19	productivity	productivity	NOUN
emaj-141	69	20	and	and	CCONJ
emaj-141	69	21	competitiveness	competitiveness	NOUN
emaj-141	69	22	of	of	ADP
emaj-141	69	23	the	the	DET
emaj-141	69	24	countries	country	NOUN
emaj-141	69	25	.	.	PUNCT
emaj-141	70	1	according	accord	VERB
emaj-141	70	2	to	to	ADP
emaj-141	70	3	the	the	DET
emaj-141	70	4	global	global	ADJ
emaj-141	70	5	competitiveness	competitiveness	NOUN
emaj-141	70	6	report	report	NOUN
emaj-141	70	7	of	of	ADP
emaj-141	70	8	the	the	DET
emaj-141	70	9	world	world	NOUN
emaj-141	70	10	economic	economic	PROPN
emaj-141	70	11	forum	forum	PROPN
emaj-141	70	12	(	(	PUNCT
emaj-141	70	13	2015	2015	NUM
emaj-141	70	14	-	-	SYM
emaj-141	70	15	2016	2016	NUM
emaj-141	70	16	)	)	PUNCT
emaj-141	70	17	,	,	PUNCT
emaj-141	70	18	the	the	DET
emaj-141	70	19	competitiveness	competitiveness	NOUN
emaj-141	70	20	corresponds	correspond	VERB
emaj-141	70	21	to	to	ADP
emaj-141	70	22	a	a	DET
emaj-141	70	23	set	set	NOUN
emaj-141	70	24	of	of	ADP
emaj-141	70	25	institutions	institution	NOUN
emaj-141	70	26	,	,	PUNCT
emaj-141	70	27	policies	policy	NOUN
emaj-141	70	28	and	and	CCONJ
emaj-141	70	29	factors	factor	NOUN
emaj-141	70	30	that	that	PRON
emaj-141	70	31	determine	determine	VERB
emaj-141	70	32	a	a	DET
emaj-141	70	33	level	level	NOUN
emaj-141	70	34	of	of	ADP
emaj-141	70	35	productivity	productivity	NOUN
emaj-141	70	36	of	of	ADP
emaj-141	70	37	a	a	DET
emaj-141	70	38	country	country	NOUN
emaj-141	70	39	.	.	PUNCT
emaj-141	71	1	from	from	ADP
emaj-141	71	2	competitiveness	competitiveness	NOUN
emaj-141	71	3	,	,	PUNCT
emaj-141	71	4	it	it	PRON
emaj-141	71	5	is	be	AUX
emaj-141	71	6	possible	possible	ADJ
emaj-141	71	7	to	to	PART
emaj-141	71	8	calculate	calculate	VERB
emaj-141	71	9	an	an	DET
emaj-141	71	10	indicator	indicator	NOUN
emaj-141	71	11	–	–	PUNCT
emaj-141	71	12	the	the	DET
emaj-141	71	13	global	global	ADJ
emaj-141	71	14	competitiveness	competitiveness	NOUN
emaj-141	71	15	index	index	NOUN
emaj-141	71	16	–	–	PUNCT
emaj-141	71	17	that	that	PRON
emaj-141	71	18	essentially	essentially	ADV
emaj-141	71	19	contemplates	contemplate	VERB
emaj-141	71	20	the	the	DET
emaj-141	71	21	key	key	ADJ
emaj-141	71	22	factors	factor	NOUN
emaj-141	71	23	responsible	responsible	ADJ
emaj-141	71	24	for	for	ADP
emaj-141	71	25	the	the	DET
emaj-141	71	26	economic	economic	ADJ
emaj-141	71	27	growth	growth	NOUN
emaj-141	71	28	and	and	CCONJ
emaj-141	71	29	the	the	DET
emaj-141	71	30	prosperity	prosperity	NOUN
emaj-141	71	31	level	level	NOUN
emaj-141	71	32	of	of	ADP
emaj-141	71	33	a	a	DET
emaj-141	71	34	country	country	NOUN
emaj-141	71	35	.	.	PUNCT
emaj-141	72	1	this	this	DET
emaj-141	72	2	index	index	NOUN
emaj-141	72	3	is	be	AUX
emaj-141	72	4	composed	compose	VERB
emaj-141	72	5	of	of	ADP
emaj-141	72	6	the	the	DET
emaj-141	72	7	following	follow	VERB
emaj-141	72	8	pillar	pillar	NOUN
emaj-141	72	9	:	:	PUNCT
emaj-141	72	10	institutions	institution	NOUN
emaj-141	72	11	;	;	PUNCT
emaj-141	72	12	infrastructure	infrastructure	NOUN
emaj-141	72	13	;	;	PUNCT
emaj-141	72	14	macroeconomic	macroeconomic	ADJ
emaj-141	72	15	environment	environment	NOUN
emaj-141	72	16	;	;	PUNCT
emaj-141	72	17	primary	primary	ADJ
emaj-141	72	18	health	health	NOUN
emaj-141	72	19	and	and	CCONJ
emaj-141	72	20	education	education	NOUN
emaj-141	72	21	;	;	PUNCT
emaj-141	72	22	higher	high	ADJ
emaj-141	72	23	education	education	NOUN
emaj-141	72	24	and	and	CCONJ
emaj-141	72	25	training	training	NOUN
emaj-141	72	26	;	;	PUNCT
emaj-141	72	27	efficiency	efficiency	NOUN
emaj-141	72	28	in	in	ADP
emaj-141	72	29	the	the	DET
emaj-141	72	30	market	market	NOUN
emaj-141	72	31	of	of	ADP
emaj-141	72	32	goods	good	NOUN
emaj-141	72	33	;	;	PUNCT
emaj-141	72	34	efficiency	efficiency	NOUN
emaj-141	72	35	in	in	ADP
emaj-141	72	36	the	the	DET
emaj-141	72	37	labour	labour	NOUN
emaj-141	72	38	market	market	NOUN
emaj-141	72	39	;	;	PUNCT
emaj-141	72	40	development	development	NOUN
emaj-141	72	41	in	in	ADP
emaj-141	72	42	the	the	DET
emaj-141	72	43	financial	financial	ADJ
emaj-141	72	44	market	market	NOUN
emaj-141	72	45	;	;	PUNCT
emaj-141	72	46	availability	availability	NOUN
emaj-141	72	47	of	of	ADP
emaj-141	72	48	technologies	technology	NOUN
emaj-141	72	49	;	;	PUNCT
emaj-141	72	50	the	the	DET
emaj-141	72	51	size	size	NOUN
emaj-141	72	52	of	of	ADP
emaj-141	72	53	the	the	DET
emaj-141	72	54	market	market	NOUN
emaj-141	72	55	;	;	PUNCT
emaj-141	72	56	sophistication	sophistication	NOUN
emaj-141	72	57	of	of	ADP
emaj-141	72	58	business	business	NOUN
emaj-141	72	59	,	,	PUNCT
emaj-141	72	60	and	and	CCONJ
emaj-141	72	61	,	,	PUNCT
emaj-141	72	62	finally	finally	ADV
emaj-141	72	63	,	,	PUNCT
emaj-141	72	64	innovation	innovation	NOUN
emaj-141	72	65	.	.	PUNCT
emaj-141	73	1	although	although	SCONJ
emaj-141	73	2	all	all	DET
emaj-141	73	3	pillars	pillar	NOUN
emaj-141	73	4	are	be	AUX
emaj-141	73	5	important	important	ADJ
emaj-141	73	6	,	,	PUNCT
emaj-141	73	7	developing	develop	VERB
emaj-141	73	8	innovative	innovative	ADJ
emaj-141	73	9	activities	activity	NOUN
emaj-141	73	10	can	can	AUX
emaj-141	73	11	generate	generate	VERB
emaj-141	73	12	better	well	ADJ
emaj-141	73	13	indices	index	NOUN
emaj-141	73	14	,	,	PUNCT
emaj-141	73	15	and	and	CCONJ
emaj-141	73	16	,	,	PUNCT
emaj-141	73	17	consequently	consequently	ADV
emaj-141	73	18	,	,	PUNCT
emaj-141	73	19	achieve	achieve	VERB
emaj-141	73	20	better	well	ADJ
emaj-141	73	21	competitive	competitive	ADJ
emaj-141	73	22	positions	position	NOUN
emaj-141	73	23	.	.	PUNCT
emaj-141	74	1	thus	thus	ADV
emaj-141	74	2	,	,	PUNCT
emaj-141	74	3	r&d	r&d	NOUN
emaj-141	74	4	activities	activity	NOUN
emaj-141	74	5	contribute	contribute	VERB
emaj-141	74	6	to	to	ADP
emaj-141	74	7	innovation	innovation	NOUN
emaj-141	74	8	and	and	CCONJ
emaj-141	74	9	consequently	consequently	ADV
emaj-141	74	10	the	the	DET
emaj-141	74	11	competitiveness	competitiveness	NOUN
emaj-141	74	12	of	of	ADP
emaj-141	74	13	the	the	DET
emaj-141	74	14	countries	country	NOUN
emaj-141	74	15	.	.	PUNCT
emaj-141	75	1	it	it	PRON
emaj-141	75	2	also	also	ADV
emaj-141	75	3	collaborates	collaborate	VERB
emaj-141	75	4	with	with	ADP
emaj-141	75	5	the	the	DET
emaj-141	75	6	index	index	NOUN
emaj-141	75	7	which	which	PRON
emaj-141	75	8	proves	prove	VERB
emaj-141	75	9	the	the	DET
emaj-141	75	10	innovative	innovative	ADJ
emaj-141	75	11	process	process	NOUN
emaj-141	75	12	of	of	ADP
emaj-141	75	13	the	the	DET
emaj-141	75	14	countries	country	NOUN
emaj-141	75	15	.	.	PUNCT
emaj-141	76	1	this	this	DET
emaj-141	76	2	index	index	NOUN
emaj-141	76	3	is	be	AUX
emaj-141	76	4	called	call	VERB
emaj-141	76	5	as	as	ADP
emaj-141	76	6	the	the	DET
emaj-141	76	7	global	global	ADJ
emaj-141	76	8	innovation	innovation	NOUN
emaj-141	76	9	index	index	NOUN
emaj-141	76	10	that	that	PRON
emaj-141	76	11	is	be	AUX
emaj-141	76	12	published	publish	VERB
emaj-141	76	13	by	by	ADP
emaj-141	76	14	the	the	DET
emaj-141	76	15	cornell	cornell	PROPN
emaj-141	76	16	university	university	PROPN
emaj-141	76	17	,	,	PUNCT
emaj-141	76	18	insead	insead	PROPN
emaj-141	76	19	business	business	NOUN
emaj-141	76	20	school	school	NOUN
emaj-141	76	21	,	,	PUNCT
emaj-141	76	22	and	and	CCONJ
emaj-141	76	23	the	the	DET
emaj-141	76	24	world	world	NOUN
emaj-141	76	25	intellectual	intellectual	ADJ
emaj-141	76	26	property	property	NOUN
emaj-141	76	27	organization	organization	NOUN
emaj-141	76	28	(	(	PUNCT
emaj-141	76	29	wipo	wipo	PROPN
emaj-141	76	30	)	)	PUNCT
emaj-141	76	31	.	.	PUNCT
emaj-141	77	1	global	global	ADJ
emaj-141	77	2	innovation	innovation	NOUN
emaj-141	77	3	index	index	NOUN
emaj-141	77	4	takes	take	VERB
emaj-141	77	5	in	in	ADP
emaj-141	77	6	consideration	consideration	NOUN
emaj-141	77	7	82	82	NUM
emaj-141	77	8	indicators	indicator	NOUN
emaj-141	77	9	related	relate	VERB
emaj-141	77	10	to	to	ADP
emaj-141	77	11	innovation	innovation	NOUN
emaj-141	77	12	.	.	PUNCT
emaj-141	78	1	in	in	ADP
emaj-141	78	2	2016	2016	NUM
emaj-141	78	3	,	,	PUNCT
emaj-141	78	4	brazil	brazil	PROPN
emaj-141	78	5	ranked	rank	VERB
emaj-141	78	6	69th	69th	ADJ
emaj-141	78	7	,	,	PUNCT
emaj-141	78	8	what	what	PRON
emaj-141	78	9	turned	turn	VERB
emaj-141	78	10	out	out	ADP
emaj-141	78	11	to	to	PART
emaj-141	78	12	be	be	AUX
emaj-141	78	13	the	the	DET
emaj-141	78	14	worst	bad	ADJ
emaj-141	78	15	positioned	position	VERB
emaj-141	78	16	country	country	NOUN
emaj-141	78	17	among	among	ADP
emaj-141	78	18	the	the	DET
emaj-141	78	19	brics	bric	NOUN
emaj-141	78	20	.	.	PUNCT
emaj-141	79	1	china	china	PROPN
emaj-141	79	2	was	be	AUX
emaj-141	79	3	the	the	DET
emaj-141	79	4	25th	25th	NOUN
emaj-141	79	5	,	,	PUNCT
emaj-141	79	6	russia	russia	PROPN
emaj-141	79	7	was	be	AUX
emaj-141	79	8	43rd	43rd	ADJ
emaj-141	79	9	and	and	CCONJ
emaj-141	79	10	south	south	PROPN
emaj-141	79	11	africa	africa	PROPN
emaj-141	79	12	was	be	AUX
emaj-141	79	13	54th	54th	PROPN
emaj-141	79	14	(	(	PUNCT
emaj-141	79	15	wipo	wipo	PROPN
emaj-141	79	16	,	,	PUNCT
emaj-141	79	17	2016	2016	NUM
emaj-141	79	18	)	)	PUNCT
emaj-141	79	19	.	.	PUNCT
emaj-141	80	1	this	this	DET
emaj-141	80	2	way	way	NOUN
emaj-141	80	3	,	,	PUNCT
emaj-141	80	4	it	it	PRON
emaj-141	80	5	is	be	AUX
emaj-141	80	6	necessary	necessary	ADJ
emaj-141	80	7	to	to	PART
emaj-141	80	8	encourage	encourage	VERB
emaj-141	80	9	efforts	effort	NOUN
emaj-141	80	10	in	in	ADP
emaj-141	80	11	r&d	r&d	NOUN
emaj-141	80	12	,	,	PUNCT
emaj-141	80	13	focusing	focus	VERB
emaj-141	80	14	on	on	ADP
emaj-141	80	15	the	the	DET
emaj-141	80	16	market	market	NOUN
emaj-141	80	17	so	so	SCONJ
emaj-141	80	18	that	that	SCONJ
emaj-141	80	19	the	the	DET
emaj-141	80	20	development	development	NOUN
emaj-141	80	21	can	can	AUX
emaj-141	80	22	be	be	AUX
emaj-141	80	23	achieved	achieve	VERB
emaj-141	80	24	by	by	ADP
emaj-141	80	25	production	production	NOUN
emaj-141	80	26	and	and	CCONJ
emaj-141	80	27	marketing	marketing	NOUN
emaj-141	80	28	of	of	ADP
emaj-141	80	29	goods	good	NOUN
emaj-141	80	30	as	as	ADV
emaj-141	80	31	well	well	ADV
emaj-141	80	32	as	as	ADP
emaj-141	80	33	services	service	NOUN
emaj-141	80	34	that	that	PRON
emaj-141	80	35	meet	meet	VERB
emaj-141	80	36	the	the	DET
emaj-141	80	37	expectations	expectation	NOUN
emaj-141	80	38	of	of	ADP
emaj-141	80	39	the	the	DET
emaj-141	80	40	society	society	NOUN
emaj-141	80	41	.	.	PUNCT
emaj-141	81	1	according	accord	VERB
emaj-141	81	2	to	to	ADP
emaj-141	81	3	unesco	unesco	PROPN
emaj-141	81	4	,	,	PUNCT
emaj-141	81	5	brazil	brazil	PROPN
emaj-141	81	6	invested	invest	VERB
emaj-141	81	7	1.2	1.2	NUM
emaj-141	81	8	%	%	NOUN
emaj-141	81	9	of	of	ADP
emaj-141	81	10	its	its	PRON
emaj-141	81	11	gdp	gdp	NOUN
emaj-141	81	12	in	in	ADP
emaj-141	81	13	2015	2015	NUM
emaj-141	81	14	for	for	ADP
emaj-141	81	15	r&d	r&d	NOUN
emaj-141	81	16	,	,	PUNCT
emaj-141	81	17	and	and	CCONJ
emaj-141	81	18	in	in	ADP
emaj-141	81	19	the	the	DET
emaj-141	81	20	same	same	ADJ
emaj-141	81	21	year	year	NOUN
emaj-141	81	22	ranked	rank	VERB
emaj-141	81	23	69th	69th	ADJ
emaj-141	81	24	in	in	ADP
emaj-141	81	25	the	the	DET
emaj-141	81	26	global	global	ADJ
emaj-141	81	27	innovation	innovation	PROPN
emaj-141	81	28	index	index	NOUN
emaj-141	81	29	,	,	PUNCT
emaj-141	81	30	while	while	SCONJ
emaj-141	81	31	switzerland	switzerland	PROPN
emaj-141	81	32	,	,	PUNCT
emaj-141	81	33	which	which	PRON
emaj-141	81	34	was	be	AUX
emaj-141	81	35	in	in	ADP
emaj-141	81	36	the	the	DET
emaj-141	81	37	first	first	ADJ
emaj-141	81	38	place	place	NOUN
emaj-141	81	39	,	,	PUNCT
emaj-141	81	40	invested	invest	VERB
emaj-141	81	41	3	3	NUM
emaj-141	81	42	%	%	NOUN
emaj-141	81	43	of	of	ADP
emaj-141	81	44	its	its	PRON
emaj-141	81	45	gdp	gdp	NOUN
emaj-141	81	46	in	in	ADP
emaj-141	81	47	this	this	DET
emaj-141	81	48	field	field	NOUN
emaj-141	81	49	.	.	PUNCT
emaj-141	82	1	the	the	DET
emaj-141	82	2	table	table	NOUN
emaj-141	82	3	below	below	ADV
emaj-141	82	4	shows	show	VERB
emaj-141	82	5	the	the	DET
emaj-141	82	6	10	10	NUM
emaj-141	82	7	most	most	ADV
emaj-141	82	8	innovative	innovative	ADJ
emaj-141	82	9	countries	country	NOUN
emaj-141	82	10	in	in	ADP
emaj-141	82	11	the	the	DET
emaj-141	82	12	world	world	NOUN
emaj-141	82	13	.	.	PUNCT
emaj-141	83	1	table	table	NOUN
emaj-141	83	2	includes	include	VERB
emaj-141	83	3	ranking	ranking	NOUN
emaj-141	83	4	of	of	ADP
emaj-141	83	5	countries	country	NOUN
emaj-141	83	6	based	base	VERB
emaj-141	83	7	on	on	ADP
emaj-141	83	8	their	their	PRON
emaj-141	83	9	expenditures	expenditure	NOUN
emaj-141	83	10	on	on	ADP
emaj-141	83	11	r&d	r&d	NOUN
emaj-141	83	12	as	as	ADP
emaj-141	83	13	%	%	NOUN
emaj-141	83	14	of	of	ADP
emaj-141	83	15	gdp	gdp	NOUN
emaj-141	83	16	for	for	ADP
emaj-141	83	17	the	the	DET
emaj-141	83	18	period	period	NOUN
emaj-141	83	19	of	of	ADP
emaj-141	83	20	2012	2012	NUM
emaj-141	83	21	-	-	SYM
emaj-141	83	22	2015	2015	NUM
emaj-141	83	23	.	.	PUNCT
emaj-141	84	1	table	table	NOUN
emaj-141	84	2	1	1	NUM
emaj-141	84	3	.	.	PUNCT
emaj-141	85	1	top	top	ADJ
emaj-141	85	2	10	10	NUM
emaj-141	85	3	innovative	innovative	ADJ
emaj-141	85	4	countries	country	NOUN
emaj-141	85	5	and	and	CCONJ
emaj-141	85	6	brazil	brazil	PROPN
emaj-141	85	7	based	base	VERB
emaj-141	85	8	on	on	ADP
emaj-141	85	9	expenditures	expenditure	NOUN
emaj-141	85	10	on	on	ADP
emaj-141	85	11	r&d	r&d	NOUN
emaj-141	85	12	as	as	ADP
emaj-141	85	13	%	%	NOUN
emaj-141	85	14	of	of	ADP
emaj-141	85	15	gdp	gdp	NOUN
emaj-141	85	16	(	(	PUNCT
emaj-141	85	17	2012	2012	NUM
emaj-141	85	18	-	-	SYM
emaj-141	85	19	2015	2015	NUM
emaj-141	85	20	)	)	PUNCT
emaj-141	85	21	expenditure	expenditure	NOUN
emaj-141	85	22	expenditure	expenditure	NOUN
emaj-141	85	23	expenditure	expenditure	NOUN
emaj-141	85	24	expenditure	expenditure	NOUN
emaj-141	85	25	rank	rank	NOUN
emaj-141	85	26	ranking	rank	VERB
emaj-141	85	27	global	global	ADJ
emaj-141	85	28	on	on	ADP
emaj-141	85	29	r&d	r&d	NOUN
emaj-141	85	30	as	as	ADP
emaj-141	85	31	on	on	ADP
emaj-141	85	32	r&d	r&d	NOUN
emaj-141	85	33	as	as	ADP
emaj-141	85	34	on	on	ADP
emaj-141	85	35	r&d	r&d	NOUN
emaj-141	85	36	as	as	ADP
emaj-141	85	37	on	on	ADP
emaj-141	85	38	r&d	r&d	NOUN
emaj-141	85	39	as	as	ADP
emaj-141	85	40	innovation	innovation	NOUN
emaj-141	85	41	index	index	NOUN
emaj-141	85	42	2016	2016	NUM
emaj-141	85	43	%	%	NOUN
emaj-141	85	44	of	of	ADP
emaj-141	85	45	gdp	gdp	PROPN
emaj-141	85	46	%	%	NOUN
emaj-141	85	47	of	of	ADP
emaj-141	85	48	gdp	gdp	PROPN
emaj-141	85	49	%	%	NOUN
emaj-141	85	50	of	of	ADP
emaj-141	85	51	gdp	gdp	PROPN
emaj-141	85	52	%	%	NOUN
emaj-141	85	53	of	of	ADP
emaj-141	85	54	gdp	gdp	NOUN
emaj-141	85	55	2015	2015	NUM
emaj-141	85	56	2014	2014	NUM
emaj-141	85	57	2013	2013	NUM
emaj-141	85	58	2012	2012	NUM
emaj-141	85	59	1º	1º	NUM
emaj-141	85	60	switzerland	switzerland	NOUN
emaj-141	85	61	3.0	3.0	NUM
emaj-141	85	62	3.0	3.0	NUM
emaj-141	85	63	2.9	2.9	NUM
emaj-141	85	64	3.0	3.0	NUM
emaj-141	85	65	2º	2º	NUM
emaj-141	85	66	sweden	sweden	NOUN
emaj-141	85	67	3.3	3.3	NUM
emaj-141	85	68	3.1	3.1	NUM
emaj-141	85	69	3.3	3.3	NUM
emaj-141	85	70	3.3	3.3	NUM
emaj-141	85	71	3º	3º	NUM
emaj-141	85	72	united	united	ADJ
emaj-141	85	73	kingdom	kingdom	PROPN
emaj-141	85	74	1.7	1.7	NUM
emaj-141	85	75	1.7	1.7	NUM
emaj-141	85	76	1.7	1.7	NUM
emaj-141	85	77	1.6	1.6	NUM
emaj-141	85	78	4º	4º	NUM
emaj-141	85	79	united	united	PROPN
emaj-141	85	80	states	states	PROPN
emaj-141	85	81	of	of	ADP
emaj-141	85	82	america	america	PROPN
emaj-141	85	83	2.7	2.7	NUM
emaj-141	85	84	2.7	2.7	NUM
emaj-141	85	85	2.7	2.7	NUM
emaj-141	85	86	2.7	2.7	NUM
emaj-141	85	87	5º	5º	NUM
emaj-141	85	88	finland	finland	NOUN
emaj-141	85	89	2.9	2.9	NUM
emaj-141	85	90	3.2	3.2	NUM
emaj-141	85	91	3.3	3.3	NUM
emaj-141	85	92	3.4	3.4	NUM
emaj-141	85	93	6º	6º	NOUN
emaj-141	85	94	singapore	singapore	PROPN
emaj-141	85	95	2.0	2.0	NUM
emaj-141	85	96	2.2	2.2	NUM
emaj-141	85	97	2.0	2.0	NUM
emaj-141	85	98	2.0	2.0	NUM
emaj-141	85	99	7º	7º	NUM
emaj-141	85	100	ireland	ireland	PROPN
emaj-141	85	101	1.3	1.3	NUM
emaj-141	85	102	1.5	1.5	NUM
emaj-141	85	103	1.6	1.6	NUM
emaj-141	85	104	1.6	1.6	NUM
emaj-141	85	105	8º	8º	NOUN
emaj-141	85	106	denmark	denmark	NOUN
emaj-141	85	107	3.0	3.0	NUM
emaj-141	85	108	3.0	3.0	NUM
emaj-141	85	109	3.0	3.0	NUM
emaj-141	85	110	3.0	3.0	NUM
emaj-141	85	111	9º	9º	NUM
emaj-141	85	112	netherlands	netherlands	PROPN
emaj-141	85	113	2.0	2.0	NUM
emaj-141	85	114	2.0	2.0	NUM
emaj-141	85	115	2.0	2.0	NUM
emaj-141	85	116	1.9	1.9	NUM
emaj-141	85	117	10º	10º	NUM
emaj-141	85	118	germany	germany	PROPN
emaj-141	85	119	2.9	2.9	NUM
emaj-141	85	120	2.9	2.9	NUM
emaj-141	85	121	2.8	2.8	NUM
emaj-141	85	122	2.9	2.9	NUM
emaj-141	85	123	69º	69º	NOUN
emaj-141	85	124	brazil	brazil	PROPN
emaj-141	85	125	1.2	1.2	NUM
emaj-141	85	126	1.2	1.2	NUM
emaj-141	85	127	1.2	1.2	NUM
emaj-141	85	128	1.1	1.1	NUM
emaj-141	85	129	source	source	NOUN
emaj-141	85	130	:	:	PUNCT
emaj-141	85	131	oecd	oecd	PROPN
emaj-141	85	132	:	:	PUNCT
emaj-141	85	133	cornell	cornell	PROPN
emaj-141	85	134	university	university	NOUN
emaj-141	85	135	;	;	PUNCT
emaj-141	85	136	insead	insead	PROPN
emaj-141	85	137	;	;	PUNCT
emaj-141	85	138	wipo	wipo	PROPN
emaj-141	85	139	.	.	PUNCT
emaj-141	86	1	volume	volume	NOUN
emaj-141	86	2	7	7	NUM
emaj-141	86	3	no	no	DET
emaj-141	86	4	2	2	NUM
emaj-141	86	5	(	(	PUNCT
emaj-141	86	6	2017	2017	NUM
emaj-141	86	7	)	)	PUNCT
emaj-141	86	8	|	|	ADV
emaj-141	86	9	issn	issn	VERB
emaj-141	86	10	2158	2158	NUM
emaj-141	86	11	-	-	SYM
emaj-141	86	12	8708	8708	NUM
emaj-141	86	13	(	(	PUNCT
emaj-141	86	14	online	online	NOUN
emaj-141	86	15	)	)	PUNCT
emaj-141	86	16	|	|	ADV
emaj-141	86	17	doi	doi	X
emaj-141	86	18	10.5195	10.5195	NUM
emaj-141	86	19	/	/	SYM
emaj-141	86	20	emaj.2017.141	emaj.2017.141	PROPN
emaj-141	87	1	|	|	NOUN
emaj-141	87	2	http://emaj.pitt.edu	http://emaj.pitt.edu	PROPN
emaj-141	87	3	marisa	marisa	PROPN
emaj-141	87	4	moser	moser	PROPN
emaj-141	87	5	,	,	PUNCT
emaj-141	87	6	mauri	mauri	PROPN
emaj-141	87	7	aparecido	aparecido	PROPN
emaj-141	87	8	de	de	PROPN
emaj-141	87	9	oliveira	oliveira	PROPN
emaj-141	87	10	,	,	PUNCT
emaj-141	87	11	ricardo	ricardo	PROPN
emaj-141	87	12	luiz	luiz	PROPN
emaj-141	87	13	pereira	pereira	PROPN
emaj-141	87	14	bueno	bueno	PROPN
emaj-141	87	15	emerging	emerge	VERB
emaj-141	87	16	markets	market	NOUN
emaj-141	87	17	journal	journal	NOUN
emaj-141	88	1	|	|	ADV
emaj-141	88	2	p	p	NOUN
emaj-141	88	3	a	a	DET
emaj-141	88	4	g	g	NOUN
emaj-141	88	5	e	e	NOUN
emaj-141	88	6	|21	|21	NOUN
emaj-141	88	7	we	we	PRON
emaj-141	88	8	can	can	AUX
emaj-141	88	9	notice	notice	VERB
emaj-141	88	10	on	on	ADP
emaj-141	88	11	table	table	NOUN
emaj-141	88	12	1	1	NUM
emaj-141	88	13	that	that	SCONJ
emaj-141	88	14	,	,	PUNCT
emaj-141	88	15	among	among	ADP
emaj-141	88	16	the	the	DET
emaj-141	88	17	most	most	ADV
emaj-141	88	18	innovative	innovative	ADJ
emaj-141	88	19	countries	country	NOUN
emaj-141	88	20	in	in	ADP
emaj-141	88	21	the	the	DET
emaj-141	88	22	world	world	NOUN
emaj-141	88	23	,	,	PUNCT
emaj-141	88	24	considering	consider	VERB
emaj-141	88	25	the	the	DET
emaj-141	88	26	top	top	NOUN
emaj-141	88	27	10	10	NUM
emaj-141	88	28	in	in	ADP
emaj-141	88	29	the	the	DET
emaj-141	88	30	ranking	ranking	NOUN
emaj-141	88	31	,	,	PUNCT
emaj-141	88	32	only	only	ADV
emaj-141	88	33	two	two	NUM
emaj-141	88	34	invest	invest	VERB
emaj-141	88	35	less	less	ADJ
emaj-141	88	36	than	than	ADP
emaj-141	88	37	2	2	NUM
emaj-141	88	38	%	%	NOUN
emaj-141	88	39	of	of	ADP
emaj-141	88	40	its	its	PRON
emaj-141	88	41	gdp	gdp	NOUN
emaj-141	88	42	on	on	ADP
emaj-141	88	43	r&d	r&d	PROPN
emaj-141	88	44	,	,	PUNCT
emaj-141	88	45	and	and	CCONJ
emaj-141	88	46	when	when	SCONJ
emaj-141	88	47	compared	compare	VERB
emaj-141	88	48	to	to	ADP
emaj-141	88	49	brazil	brazil	PROPN
emaj-141	88	50	which	which	PRON
emaj-141	88	51	has	have	VERB
emaj-141	88	52	the	the	DET
emaj-141	88	53	69th	69th	ADJ
emaj-141	88	54	place	place	NOUN
emaj-141	88	55	,	,	PUNCT
emaj-141	88	56	they	they	PRON
emaj-141	88	57	also	also	ADV
emaj-141	88	58	have	have	VERB
emaj-141	88	59	an	an	DET
emaj-141	88	60	increase	increase	NOUN
emaj-141	88	61	of	of	ADP
emaj-141	88	62	0.5	0.5	NUM
emaj-141	88	63	%	%	NOUN
emaj-141	88	64	in	in	ADP
emaj-141	88	65	investment	investment	NOUN
emaj-141	88	66	.	.	PUNCT
emaj-141	89	1	thus	thus	ADV
emaj-141	89	2	,	,	PUNCT
emaj-141	89	3	it	it	PRON
emaj-141	89	4	is	be	AUX
emaj-141	89	5	possible	possible	ADJ
emaj-141	89	6	to	to	PART
emaj-141	89	7	perceive	perceive	VERB
emaj-141	89	8	that	that	SCONJ
emaj-141	89	9	there	there	PRON
emaj-141	89	10	is	be	VERB
emaj-141	89	11	one	one	NUM
emaj-141	89	12	way	way	NOUN
emaj-141	89	13	to	to	PART
emaj-141	89	14	influence	influence	VERB
emaj-141	89	15	the	the	DET
emaj-141	89	16	technological	technological	ADJ
emaj-141	89	17	innovation	innovation	NOUN
emaj-141	89	18	process	process	NOUN
emaj-141	89	19	.	.	PUNCT
emaj-141	90	1	that	that	PRON
emaj-141	90	2	is	be	AUX
emaj-141	90	3	by	by	ADP
emaj-141	90	4	investing	invest	VERB
emaj-141	90	5	in	in	ADP
emaj-141	90	6	research	research	NOUN
emaj-141	90	7	and	and	CCONJ
emaj-141	90	8	development	development	NOUN
emaj-141	90	9	.	.	PUNCT
emaj-141	91	1	the	the	DET
emaj-141	91	2	increase	increase	NOUN
emaj-141	91	3	in	in	ADP
emaj-141	91	4	r&d	r&d	NOUN
emaj-141	91	5	investment	investment	NOUN
emaj-141	91	6	has	have	AUX
emaj-141	91	7	contributed	contribute	VERB
emaj-141	91	8	to	to	ADP
emaj-141	91	9	the	the	DET
emaj-141	91	10	emergence	emergence	NOUN
emaj-141	91	11	of	of	ADP
emaj-141	91	12	patents	patent	NOUN
emaj-141	91	13	,	,	PUNCT
emaj-141	91	14	and	and	CCONJ
emaj-141	91	15	these	these	PRON
emaj-141	91	16	have	have	AUX
emaj-141	91	17	played	play	VERB
emaj-141	91	18	an	an	DET
emaj-141	91	19	important	important	ADJ
emaj-141	91	20	role	role	NOUN
emaj-141	91	21	in	in	ADP
emaj-141	91	22	the	the	DET
emaj-141	91	23	market	market	NOUN
emaj-141	91	24	.	.	PUNCT
emaj-141	92	1	because	because	SCONJ
emaj-141	92	2	through	through	ADP
emaj-141	92	3	them	they	PRON
emaj-141	92	4	,	,	PUNCT
emaj-141	92	5	companies	company	NOUN
emaj-141	92	6	show	show	VERB
emaj-141	92	7	a	a	DET
emaj-141	92	8	greater	great	ADJ
emaj-141	92	9	competitive	competitive	ADJ
emaj-141	92	10	advantage	advantage	NOUN
emaj-141	92	11	.	.	PUNCT
emaj-141	93	1	the	the	DET
emaj-141	93	2	increasing	increase	VERB
emaj-141	93	3	use	use	NOUN
emaj-141	93	4	of	of	ADP
emaj-141	93	5	patents	patent	NOUN
emaj-141	93	6	is	be	AUX
emaj-141	93	7	related	relate	VERB
emaj-141	93	8	to	to	ADP
emaj-141	93	9	the	the	DET
emaj-141	93	10	changes	change	NOUN
emaj-141	93	11	in	in	ADP
emaj-141	93	12	patents	patent	NOUN
emaj-141	93	13	regime	regime	NOUN
emaj-141	93	14	of	of	ADP
emaj-141	93	15	the	the	DET
emaj-141	93	16	countries	country	NOUN
emaj-141	93	17	,	,	PUNCT
emaj-141	93	18	making	make	VERB
emaj-141	93	19	them	they	PRON
emaj-141	93	20	more	more	ADV
emaj-141	93	21	valuable	valuable	ADJ
emaj-141	93	22	and	and	CCONJ
emaj-141	93	23	easier	easy	ADJ
emaj-141	93	24	to	to	PART
emaj-141	93	25	obtain	obtain	VERB
emaj-141	93	26	through	through	ADP
emaj-141	93	27	the	the	DET
emaj-141	93	28	enabling	enable	VERB
emaj-141	93	29	environment	environment	NOUN
emaj-141	93	30	generated	generate	VERB
emaj-141	93	31	(	(	PUNCT
emaj-141	93	32	oecd	oecd	PROPN
emaj-141	93	33	,	,	PUNCT
emaj-141	93	34	2004	2004	NUM
emaj-141	93	35	)	)	PUNCT
emaj-141	93	36	.	.	PUNCT
emaj-141	94	1	3	3	X
emaj-141	94	2	.	.	X
emaj-141	94	3	the	the	DET
emaj-141	94	4	importance	importance	NOUN
emaj-141	94	5	of	of	ADP
emaj-141	94	6	patents	patent	NOUN
emaj-141	94	7	for	for	ADP
emaj-141	94	8	technological	technological	ADJ
emaj-141	94	9	innovation	innovation	NOUN
emaj-141	94	10	according	accord	VERB
emaj-141	94	11	to	to	ADP
emaj-141	94	12	the	the	DET
emaj-141	94	13	oecd	oecd	PROPN
emaj-141	94	14	glossary	glossary	NOUN
emaj-141	94	15	of	of	ADP
emaj-141	94	16	terms	term	NOUN
emaj-141	94	17	,	,	PUNCT
emaj-141	94	18	a	a	DET
emaj-141	94	19	patent	patent	NOUN
emaj-141	94	20	is	be	AUX
emaj-141	94	21	a	a	DET
emaj-141	94	22	sole	sole	ADJ
emaj-141	94	23	right	right	NOUN
emaj-141	94	24	granted	grant	VERB
emaj-141	94	25	by	by	ADP
emaj-141	94	26	a	a	DET
emaj-141	94	27	government	government	NOUN
emaj-141	94	28	to	to	ADP
emaj-141	94	29	an	an	DET
emaj-141	94	30	inventor	inventor	NOUN
emaj-141	94	31	in	in	ADP
emaj-141	94	32	exchange	exchange	NOUN
emaj-141	94	33	for	for	ADP
emaj-141	94	34	the	the	DET
emaj-141	94	35	use	use	NOUN
emaj-141	94	36	of	of	ADP
emaj-141	94	37	the	the	DET
emaj-141	94	38	invention	invention	NOUN
emaj-141	94	39	.	.	PUNCT
emaj-141	95	1	this	this	PRON
emaj-141	95	2	authorizes	authorize	VERB
emaj-141	95	3	the	the	DET
emaj-141	95	4	inventor	inventor	NOUN
emaj-141	95	5	to	to	PART
emaj-141	95	6	prevent	prevent	VERB
emaj-141	95	7	third	third	ADJ
emaj-141	95	8	parties	party	NOUN
emaj-141	95	9	from	from	ADP
emaj-141	95	10	using	use	VERB
emaj-141	95	11	the	the	DET
emaj-141	95	12	invention	invention	NOUN
emaj-141	95	13	in	in	ADP
emaj-141	95	14	any	any	DET
emaj-141	95	15	manner	manner	NOUN
emaj-141	95	16	for	for	ADP
emaj-141	95	17	an	an	DET
emaj-141	95	18	agreed	agree	VERB
emaj-141	95	19	period	period	NOUN
emaj-141	95	20	.	.	PUNCT
emaj-141	96	1	according	accord	VERB
emaj-141	96	2	to	to	ADP
emaj-141	96	3	the	the	DET
emaj-141	96	4	science	science	NOUN
emaj-141	96	5	,	,	PUNCT
emaj-141	96	6	technology	technology	NOUN
emaj-141	96	7	and	and	CCONJ
emaj-141	96	8	innovation	innovation	NOUN
emaj-141	96	9	in	in	ADP
emaj-141	96	10	europe	europe	PROPN
emaj-141	96	11	(	(	PUNCT
emaj-141	96	12	eurostat	eurostat	PROPN
emaj-141	96	13	,	,	PUNCT
emaj-141	96	14	2008	2008	NUM
emaj-141	96	15	)	)	PUNCT
emaj-141	96	16	report	report	NOUN
emaj-141	96	17	,	,	PUNCT
emaj-141	96	18	an	an	DET
emaj-141	96	19	invention	invention	NOUN
emaj-141	96	20	must	must	AUX
emaj-141	96	21	meet	meet	VERB
emaj-141	96	22	several	several	ADJ
emaj-141	96	23	conditions	condition	NOUN
emaj-141	96	24	to	to	PART
emaj-141	96	25	be	be	AUX
emaj-141	96	26	patentable	patentable	ADJ
emaj-141	96	27	;	;	PUNCT
emaj-141	96	28	it	it	PRON
emaj-141	96	29	must	must	AUX
emaj-141	96	30	involve	involve	VERB
emaj-141	96	31	an	an	DET
emaj-141	96	32	innovative	innovative	ADJ
emaj-141	96	33	step	step	NOUN
emaj-141	96	34	and	and	CCONJ
emaj-141	96	35	be	be	AUX
emaj-141	96	36	fit	fit	ADJ
emaj-141	96	37	for	for	ADP
emaj-141	96	38	the	the	DET
emaj-141	96	39	industry	industry	NOUN
emaj-141	96	40	.	.	PUNCT
emaj-141	97	1	a	a	DET
emaj-141	97	2	patent	patent	NOUN
emaj-141	97	3	is	be	AUX
emaj-141	97	4	a	a	DET
emaj-141	97	5	right	right	NOUN
emaj-141	97	6	of	of	ADP
emaj-141	97	7	intellectual	intellectual	ADJ
emaj-141	97	8	property	property	NOUN
emaj-141	97	9	for	for	ADP
emaj-141	97	10	inventions	invention	NOUN
emaj-141	97	11	of	of	ADP
emaj-141	97	12	technical	technical	ADJ
emaj-141	97	13	nature	nature	NOUN
emaj-141	97	14	and	and	CCONJ
emaj-141	97	15	it	it	PRON
emaj-141	97	16	is	be	AUX
emaj-141	97	17	valid	valid	ADJ
emaj-141	97	18	for	for	ADP
emaj-141	97	19	20	20	NUM
emaj-141	97	20	years	year	NOUN
emaj-141	97	21	.	.	PUNCT
emaj-141	98	1	although	although	SCONJ
emaj-141	98	2	patents	patent	NOUN
emaj-141	98	3	do	do	AUX
emaj-141	98	4	not	not	PART
emaj-141	98	5	cover	cover	VERB
emaj-141	98	6	all	all	DET
emaj-141	98	7	types	type	NOUN
emaj-141	98	8	of	of	ADP
emaj-141	98	9	innovation	innovation	NOUN
emaj-141	98	10	,	,	PUNCT
emaj-141	98	11	they	they	PRON
emaj-141	98	12	include	include	VERB
emaj-141	98	13	a	a	DET
emaj-141	98	14	large	large	ADJ
emaj-141	98	15	proportion	proportion	NOUN
emaj-141	98	16	of	of	ADP
emaj-141	98	17	them	they	PRON
emaj-141	98	18	.	.	PUNCT
emaj-141	99	1	it	it	PRON
emaj-141	99	2	is	be	AUX
emaj-141	99	3	important	important	ADJ
emaj-141	99	4	to	to	PART
emaj-141	99	5	note	note	VERB
emaj-141	99	6	that	that	SCONJ
emaj-141	99	7	patents	patent	NOUN
emaj-141	99	8	are	be	AUX
emaj-141	99	9	territorial	territorial	ADJ
emaj-141	99	10	.	.	PUNCT
emaj-141	100	1	this	this	PRON
emaj-141	100	2	means	mean	VERB
emaj-141	100	3	,	,	PUNCT
emaj-141	100	4	they	they	PRON
emaj-141	100	5	only	only	ADV
emaj-141	100	6	prevent	prevent	VERB
emaj-141	100	7	use	use	NOUN
emaj-141	100	8	by	by	ADP
emaj-141	100	9	third	third	ADJ
emaj-141	100	10	parties	party	NOUN
emaj-141	100	11	in	in	ADP
emaj-141	100	12	countries	country	NOUN
emaj-141	100	13	where	where	SCONJ
emaj-141	100	14	they	they	PRON
emaj-141	100	15	have	have	AUX
emaj-141	100	16	been	be	AUX
emaj-141	100	17	required	require	VERB
emaj-141	100	18	.	.	PUNCT
emaj-141	101	1	there	there	PRON
emaj-141	101	2	are	be	VERB
emaj-141	101	3	good	good	ADJ
emaj-141	101	4	reasons	reason	NOUN
emaj-141	101	5	why	why	SCONJ
emaj-141	101	6	patents	patent	NOUN
emaj-141	101	7	have	have	AUX
emaj-141	101	8	become	become	VERB
emaj-141	101	9	one	one	NUM
emaj-141	101	10	of	of	ADP
emaj-141	101	11	the	the	DET
emaj-141	101	12	broader	broad	ADJ
emaj-141	101	13	data	datum	NOUN
emaj-141	101	14	sources	source	NOUN
emaj-141	101	15	in	in	ADP
emaj-141	101	16	the	the	DET
emaj-141	101	17	construction	construction	NOUN
emaj-141	101	18	of	of	ADP
emaj-141	101	19	indicators	indicator	NOUN
emaj-141	101	20	for	for	ADP
emaj-141	101	21	innovations	innovation	NOUN
emaj-141	101	22	of	of	ADP
emaj-141	101	23	results	result	NOUN
emaj-141	101	24	.	.	PUNCT
emaj-141	102	1	patents	patent	NOUN
emaj-141	102	2	aim	aim	VERB
emaj-141	102	3	to	to	PART
emaj-141	102	4	promote	promote	VERB
emaj-141	102	5	innovation	innovation	NOUN
emaj-141	102	6	in	in	ADP
emaj-141	102	7	the	the	DET
emaj-141	102	8	private	private	ADJ
emaj-141	102	9	sector	sector	NOUN
emaj-141	102	10	,	,	PUNCT
emaj-141	102	11	allowing	allow	VERB
emaj-141	102	12	the	the	DET
emaj-141	102	13	inventor	inventor	NOUN
emaj-141	102	14	to	to	PART
emaj-141	102	15	benefit	benefit	VERB
emaj-141	102	16	from	from	ADP
emaj-141	102	17	their	their	PRON
emaj-141	102	18	inventions	invention	NOUN
emaj-141	102	19	,	,	PUNCT
emaj-141	102	20	but	but	CCONJ
emaj-141	102	21	the	the	DET
emaj-141	102	22	positive	positive	ADJ
emaj-141	102	23	effect	effect	NOUN
emaj-141	102	24	of	of	ADP
emaj-141	102	25	patents	patent	NOUN
emaj-141	102	26	on	on	ADP
emaj-141	102	27	innovation	innovation	NOUN
emaj-141	102	28	as	as	ADP
emaj-141	102	29	an	an	DET
emaj-141	102	30	incentive	incentive	NOUN
emaj-141	102	31	mechanism	mechanism	NOUN
emaj-141	102	32	has	have	AUX
emaj-141	102	33	been	be	AUX
emaj-141	102	34	traditionally	traditionally	ADV
emaj-141	102	35	contrasted	contrast	VERB
emaj-141	102	36	with	with	ADP
emaj-141	102	37	the	the	DET
emaj-141	102	38	negative	negative	ADJ
emaj-141	102	39	effect	effect	NOUN
emaj-141	102	40	on	on	ADP
emaj-141	102	41	the	the	DET
emaj-141	102	42	competition	competition	NOUN
emaj-141	102	43	and	and	CCONJ
emaj-141	102	44	the	the	DET
emaj-141	102	45	diffusion	diffusion	NOUN
emaj-141	102	46	of	of	ADP
emaj-141	102	47	technology	technology	NOUN
emaj-141	102	48	.	.	PUNCT
emaj-141	103	1	the	the	DET
emaj-141	103	2	patents	patent	NOUN
emaj-141	103	3	have	have	AUX
emaj-141	103	4	been	be	AUX
emaj-141	103	5	considered	consider	VERB
emaj-141	103	6	,	,	PUNCT
emaj-141	103	7	on	on	ADP
emaj-141	103	8	the	the	DET
emaj-141	103	9	one	one	NUM
emaj-141	103	10	hand	hand	NOUN
emaj-141	103	11	,	,	PUNCT
emaj-141	103	12	a	a	DET
emaj-141	103	13	representative	representative	NOUN
emaj-141	103	14	of	of	ADP
emaj-141	103	15	the	the	DET
emaj-141	103	16	compromise	compromise	NOUN
emaj-141	103	17	between	between	ADP
emaj-141	103	18	the	the	DET
emaj-141	103	19	incentive	incentive	NOUN
emaj-141	103	20	for	for	ADP
emaj-141	103	21	the	the	DET
emaj-141	103	22	innovation	innovation	NOUN
emaj-141	103	23	and	and	CCONJ
emaj-141	103	24	on	on	ADP
emaj-141	103	25	the	the	DET
emaj-141	103	26	other	other	ADJ
emaj-141	103	27	,	,	PUNCT
emaj-141	103	28	market	market	NOUN
emaj-141	103	29	competition	competition	NOUN
emaj-141	103	30	and	and	CCONJ
emaj-141	103	31	the	the	DET
emaj-141	103	32	diffusion	diffusion	NOUN
emaj-141	103	33	of	of	ADP
emaj-141	103	34	technology	technology	NOUN
emaj-141	103	35	.	.	PUNCT
emaj-141	104	1	the	the	DET
emaj-141	104	2	impact	impact	NOUN
emaj-141	104	3	of	of	ADP
emaj-141	104	4	patents	patent	NOUN
emaj-141	104	5	on	on	ADP
emaj-141	104	6	innovation	innovation	NOUN
emaj-141	104	7	and	and	CCONJ
emaj-141	104	8	economic	economic	ADJ
emaj-141	104	9	development	development	NOUN
emaj-141	104	10	is	be	AUX
emaj-141	104	11	complex	complex	ADJ
emaj-141	104	12	and	and	CCONJ
emaj-141	104	13	adjustment	adjustment	NOUN
emaj-141	104	14	in	in	ADP
emaj-141	104	15	patent	patent	NOUN
emaj-141	104	16	design	design	NOUN
emaj-141	104	17	is	be	AUX
emaj-141	104	18	crucial	crucial	ADJ
emaj-141	104	19	to	to	ADP
emaj-141	104	20	becoming	become	VERB
emaj-141	104	21	an	an	DET
emaj-141	104	22	effective	effective	ADJ
emaj-141	104	23	policy	policy	NOUN
emaj-141	104	24	instrument	instrument	NOUN
emaj-141	104	25	.	.	PUNCT
emaj-141	105	1	increasing	increase	VERB
emaj-141	105	2	levels	level	NOUN
emaj-141	105	3	of	of	ADP
emaj-141	105	4	business	business	NOUN
emaj-141	105	5	patents	patent	NOUN
emaj-141	105	6	help	help	VERB
emaj-141	105	7	inventors	inventor	NOUN
emaj-141	105	8	to	to	PART
emaj-141	105	9	match	match	VERB
emaj-141	105	10	their	their	PRON
emaj-141	105	11	investment	investment	NOUN
emaj-141	105	12	returns	return	NOUN
emaj-141	105	13	and	and	CCONJ
emaj-141	105	14	facilitate	facilitate	VERB
emaj-141	105	15	cooperation	cooperation	NOUN
emaj-141	105	16	through	through	ADP
emaj-141	105	17	market	market	NOUN
emaj-141	105	18	-	-	PUNCT
emaj-141	105	19	based	base	VERB
emaj-141	105	20	knowledge	knowledge	NOUN
emaj-141	105	21	transactions	transaction	NOUN
emaj-141	105	22	(	(	PUNCT
emaj-141	105	23	oecd	oecd	PROPN
emaj-141	105	24	,	,	PUNCT
emaj-141	105	25	2004	2004	NUM
emaj-141	105	26	)	)	PUNCT
emaj-141	105	27	.	.	PUNCT
emaj-141	106	1	4	4	X
emaj-141	106	2	.	.	X
emaj-141	106	3	the	the	DET
emaj-141	106	4	role	role	NOUN
emaj-141	106	5	of	of	ADP
emaj-141	106	6	stem	stem	NOUN
emaj-141	106	7	in	in	ADP
emaj-141	106	8	technological	technological	ADJ
emaj-141	106	9	innovation	innovation	NOUN
emaj-141	106	10	another	another	DET
emaj-141	106	11	factor	factor	NOUN
emaj-141	106	12	that	that	PRON
emaj-141	106	13	can	can	AUX
emaj-141	106	14	affect	affect	VERB
emaj-141	106	15	the	the	DET
emaj-141	106	16	development	development	NOUN
emaj-141	106	17	of	of	ADP
emaj-141	106	18	technological	technological	ADJ
emaj-141	106	19	innovation	innovation	NOUN
emaj-141	106	20	is	be	AUX
emaj-141	106	21	education	education	NOUN
emaj-141	106	22	,	,	PUNCT
emaj-141	106	23	more	more	ADV
emaj-141	106	24	properly	properly	ADV
emaj-141	106	25	science	science	NOUN
emaj-141	106	26	and	and	CCONJ
emaj-141	106	27	technology	technology	NOUN
emaj-141	106	28	education	education	NOUN
emaj-141	106	29	.	.	PUNCT
emaj-141	107	1	this	this	DET
emaj-141	107	2	way	way	NOUN
emaj-141	107	3	,	,	PUNCT
emaj-141	107	4	the	the	DET
emaj-141	107	5	term	term	NOUN
emaj-141	107	6	stem	stem	NOUN
emaj-141	107	7	which	which	PRON
emaj-141	107	8	is	be	AUX
emaj-141	107	9	the	the	DET
emaj-141	107	10	abbreviation	abbreviation	NOUN
emaj-141	107	11	of	of	ADP
emaj-141	107	12	"	"	PUNCT
emaj-141	107	13	science	science	NOUN
emaj-141	107	14	,	,	PUNCT
emaj-141	107	15	technology	technology	NOUN
emaj-141	107	16	,	,	PUNCT
emaj-141	107	17	engineering	engineering	NOUN
emaj-141	107	18	and	and	CCONJ
emaj-141	107	19	mathematics	mathematic	NOUN
emaj-141	107	20	"	"	PUNCT
emaj-141	107	21	comes	come	VERB
emaj-141	107	22	to	to	ADP
emaj-141	107	23	the	the	DET
emaj-141	107	24	scene	scene	NOUN
emaj-141	107	25	.	.	PUNCT
emaj-141	108	1	the	the	DET
emaj-141	108	2	development	development	NOUN
emaj-141	108	3	of	of	ADP
emaj-141	108	4	universities	university	NOUN
emaj-141	108	5	in	in	ADP
emaj-141	108	6	the	the	DET
emaj-141	108	7	united	united	PROPN
emaj-141	108	8	states	states	PROPN
emaj-141	108	9	in	in	ADP
emaj-141	108	10	nineteenth	nineteenth	ADJ
emaj-141	108	11	century	century	NOUN
emaj-141	108	12	,	,	PUNCT
emaj-141	108	13	world	world	PROPN
emaj-141	108	14	war	war	PROPN
emaj-141	108	15	ii	ii	PROPN
emaj-141	108	16	and	and	CCONJ
emaj-141	108	17	its	its	PRON
emaj-141	108	18	countless	countless	ADJ
emaj-141	108	19	scientific	scientific	ADJ
emaj-141	108	20	and	and	CCONJ
emaj-141	108	21	technological	technological	ADJ
emaj-141	108	22	developments	development	NOUN
emaj-141	108	23	,	,	PUNCT
emaj-141	108	24	such	such	ADJ
emaj-141	108	25	as	as	ADP
emaj-141	108	26	the	the	DET
emaj-141	108	27	launch	launch	NOUN
emaj-141	108	28	of	of	ADP
emaj-141	108	29	sputnik	sputnik	NOUN
emaj-141	108	30	by	by	ADP
emaj-141	108	31	the	the	DET
emaj-141	108	32	former	former	ADJ
emaj-141	108	33	soviet	soviet	PROPN
emaj-141	108	34	union	union	PROPN
emaj-141	108	35	and	and	CCONJ
emaj-141	108	36	the	the	DET
emaj-141	108	37	space	space	NOUN
emaj-141	108	38	race	race	NOUN
emaj-141	108	39	contributed	contribute	VERB
emaj-141	108	40	to	to	ADP
emaj-141	108	41	initiatives	initiative	NOUN
emaj-141	108	42	in	in	ADP
emaj-141	108	43	stem	stem	NOUN
emaj-141	108	44	education	education	NOUN
emaj-141	108	45	(	(	PUNCT
emaj-141	108	46	white	white	ADJ
emaj-141	108	47	,	,	PUNCT
emaj-141	108	48	2014	2014	NUM
emaj-141	108	49	)	)	PUNCT
emaj-141	108	50	.	.	PUNCT
emaj-141	109	1	the	the	DET
emaj-141	109	2	technological	technological	ADJ
emaj-141	109	3	education	education	NOUN
emaj-141	109	4	is	be	AUX
emaj-141	109	5	based	base	VERB
emaj-141	109	6	on	on	ADP
emaj-141	109	7	learning	learn	VERB
emaj-141	109	8	from	from	ADP
emaj-141	109	9	problems	problem	NOUN
emaj-141	109	10	of	of	ADP
emaj-141	109	11	science	science	NOUN
emaj-141	109	12	,	,	PUNCT
emaj-141	109	13	engineering	engineering	NOUN
emaj-141	109	14	and	and	CCONJ
emaj-141	109	15	technology	technology	NOUN
emaj-141	109	16	,	,	PUNCT
emaj-141	109	17	using	use	VERB
emaj-141	109	18	technological	technological	ADJ
emaj-141	109	19	devices	device	NOUN
emaj-141	109	20	as	as	ADP
emaj-141	109	21	means	mean	NOUN
emaj-141	109	22	of	of	ADP
emaj-141	109	23	learning	learn	VERB
emaj-141	109	24	.	.	PUNCT
emaj-141	110	1	it	it	PRON
emaj-141	110	2	is	be	AUX
emaj-141	110	3	intended	intend	VERB
emaj-141	110	4	to	to	PART
emaj-141	110	5	technologically	technologically	ADV
emaj-141	110	6	educate	educate	VERB
emaj-141	110	7	citizens	citizen	NOUN
emaj-141	110	8	since	since	SCONJ
emaj-141	110	9	scientific	scientific	ADJ
emaj-141	110	10	knowledge	knowledge	NOUN
emaj-141	110	11	has	have	AUX
emaj-141	110	12	become	become	VERB
emaj-141	110	13	a	a	DET
emaj-141	110	14	crucial	crucial	ADJ
emaj-141	110	15	factor	factor	NOUN
emaj-141	110	16	in	in	ADP
emaj-141	110	17	the	the	DET
emaj-141	110	18	production	production	NOUN
emaj-141	110	19	and	and	CCONJ
emaj-141	110	20	distribution	distribution	NOUN
emaj-141	110	21	of	of	ADP
emaj-141	110	22	wealth	wealth	NOUN
emaj-141	110	23	.	.	PUNCT
emaj-141	111	1	that	that	PRON
emaj-141	111	2	is	be	AUX
emaj-141	111	3	the	the	DET
emaj-141	111	4	teaching	teaching	NOUN
emaj-141	111	5	of	of	ADP
emaj-141	111	6	science	science	NOUN
emaj-141	111	7	in	in	ADP
emaj-141	111	8	schools	school	NOUN
emaj-141	111	9	as	as	SCONJ
emaj-141	111	10	justified	justify	VERB
emaj-141	111	11	by	by	ADP
emaj-141	111	12	economic	economic	ADJ
emaj-141	111	13	logic	logic	NOUN
emaj-141	111	14	(	(	PUNCT
emaj-141	111	15	white	white	ADJ
emaj-141	111	16	,	,	PUNCT
emaj-141	111	17	2014	2014	NUM
emaj-141	111	18	)	)	PUNCT
emaj-141	111	19	.	.	PUNCT
emaj-141	112	1	this	this	DET
emaj-141	112	2	fact	fact	NOUN
emaj-141	112	3	is	be	AUX
emaj-141	112	4	fully	fully	ADV
emaj-141	112	5	confirmed	confirm	VERB
emaj-141	112	6	by	by	ADP
emaj-141	112	7	the	the	DET
emaj-141	112	8	rapid	rapid	ADJ
emaj-141	112	9	transformation	transformation	NOUN
emaj-141	112	10	of	of	ADP
emaj-141	112	11	society	society	NOUN
emaj-141	112	12	that	that	PRON
emaj-141	112	13	happened	happen	VERB
emaj-141	112	14	in	in	ADP
emaj-141	112	15	the	the	DET
emaj-141	112	16	twentieth	twentieth	ADJ
emaj-141	112	17	century	century	NOUN
emaj-141	112	18	,	,	PUNCT
emaj-141	112	19	with	with	ADP
emaj-141	112	20	the	the	DET
emaj-141	112	21	increase	increase	NOUN
emaj-141	112	22	of	of	ADP
emaj-141	112	23	urbanization	urbanization	NOUN
emaj-141	112	24	;	;	PUNCT
emaj-141	112	25	development	development	NOUN
emaj-141	112	26	of	of	ADP
emaj-141	112	27	new	new	ADJ
emaj-141	112	28	production	production	NOUN
emaj-141	112	29	techniques	technique	NOUN
emaj-141	112	30	;	;	PUNCT
emaj-141	112	31	development	development	NOUN
emaj-141	112	32	of	of	ADP
emaj-141	112	33	computing	computing	NOUN
emaj-141	112	34	and	and	CCONJ
emaj-141	112	35	the	the	DET
emaj-141	112	36	internet	internet	NOUN
emaj-141	112	37	;	;	PUNCT
emaj-141	112	38	creation	creation	NOUN
emaj-141	112	39	of	of	ADP
emaj-141	112	40	new	new	ADJ
emaj-141	112	41	chemicals	chemical	NOUN
emaj-141	112	42	and	and	CCONJ
emaj-141	112	43	inventions	invention	NOUN
emaj-141	112	44	in	in	ADP
emaj-141	112	45	the	the	DET
emaj-141	112	46	health	health	NOUN
emaj-141	112	47	area	area	NOUN
emaj-141	112	48	;	;	PUNCT
emaj-141	112	49	space	space	NOUN
emaj-141	112	50	exploration	exploration	NOUN
emaj-141	112	51	;	;	PUNCT
emaj-141	112	52	nuclear	nuclear	ADJ
emaj-141	112	53	energy	energy	NOUN
emaj-141	112	54	,	,	PUNCT
emaj-141	112	55	among	among	ADP
emaj-141	112	56	many	many	ADJ
emaj-141	112	57	others	other	NOUN
emaj-141	112	58	.	.	PUNCT
emaj-141	113	1	these	these	DET
emaj-141	113	2	advances	advance	NOUN
emaj-141	113	3	contributed	contribute	VERB
emaj-141	113	4	to	to	ADP
emaj-141	113	5	the	the	DET
emaj-141	113	6	individuals	individual	NOUN
emaj-141	113	7	who	who	PRON
emaj-141	113	8	,	,	PUNCT
emaj-141	113	9	after	after	ADP
emaj-141	113	10	this	this	DET
emaj-141	113	11	period	period	NOUN
emaj-141	113	12	,	,	PUNCT
emaj-141	113	13	sought	seek	VERB
emaj-141	113	14	a	a	DET
emaj-141	113	15	basic	basic	ADJ
emaj-141	113	16	understanding	understanding	NOUN
emaj-141	113	17	of	of	ADP
emaj-141	113	18	scientific	scientific	ADJ
emaj-141	113	19	concepts	concept	NOUN
emaj-141	113	20	and	and	CCONJ
emaj-141	113	21	had	have	VERB
emaj-141	113	22	the	the	DET
emaj-141	113	23	ability	ability	NOUN
emaj-141	113	24	to	to	PART
emaj-141	113	25	communicate	communicate	VERB
emaj-141	113	26	,	,	PUNCT
emaj-141	113	27	synthesize	synthesize	VERB
emaj-141	113	28	,	,	PUNCT
emaj-141	113	29	and	and	CCONJ
emaj-141	113	30	exploit	exploit	VERB
emaj-141	113	31	this	this	DET
emaj-141	113	32	knowledge	knowledge	NOUN
emaj-141	113	33	in	in	ADP
emaj-141	113	34	an	an	DET
emaj-141	113	35	applied	applied	ADJ
emaj-141	113	36	way	way	NOUN
emaj-141	113	37	.	.	PUNCT
emaj-141	114	1	this	this	PRON
emaj-141	114	2	started	start	VERB
emaj-141	114	3	to	to	PART
emaj-141	114	4	motivate	motivate	VERB
emaj-141	114	5	greater	great	ADJ
emaj-141	114	6	requirements	requirement	NOUN
emaj-141	114	7	from	from	ADP
emaj-141	114	8	people	people	NOUN
emaj-141	114	9	according	accord	VERB
emaj-141	114	10	to	to	ADP
emaj-141	114	11	their	their	PRON
emaj-141	114	12	occupations	occupation	NOUN
emaj-141	114	13	.	.	PUNCT
emaj-141	115	1	the	the	DET
emaj-141	115	2	new	new	ADJ
emaj-141	115	3	requirement	requirement	NOUN
emaj-141	115	4	was	be	AUX
emaj-141	115	5	the	the	DET
emaj-141	115	6	ability	ability	NOUN
emaj-141	115	7	to	to	PART
emaj-141	115	8	solve	solve	VERB
emaj-141	115	9	complex	complex	ADJ
emaj-141	115	10	problems	problem	NOUN
emaj-141	115	11	in	in	ADP
emaj-141	115	12	a	a	DET
emaj-141	115	13	creative	creative	ADJ
emaj-141	115	14	manner	manner	NOUN
emaj-141	115	15	,	,	PUNCT
emaj-141	115	16	self	self	NOUN
emaj-141	115	17	-	-	PUNCT
emaj-141	115	18	management	management	NOUN
emaj-141	115	19	,	,	PUNCT
emaj-141	115	20	sophisticated	sophisticated	ADJ
emaj-141	115	21	communication	communication	NOUN
emaj-141	115	22	,	,	PUNCT
emaj-141	115	23	ability	ability	NOUN
emaj-141	115	24	to	to	PART
emaj-141	115	25	solve	solve	VERB
emaj-141	115	26	unconventional	unconventional	ADJ
emaj-141	115	27	problems	problem	NOUN
emaj-141	115	28	,	,	PUNCT
emaj-141	115	29	building	building	NOUN
emaj-141	115	30	and	and	CCONJ
emaj-141	115	31	evaluation	evaluation	NOUN
emaj-141	115	32	of	of	ADP
emaj-141	115	33	arguments	argument	NOUN
emaj-141	115	34	based	base	VERB
emaj-141	115	35	on	on	ADP
emaj-141	115	36	proof	proof	NOUN
emaj-141	115	37	and	and	CCONJ
emaj-141	115	38	systematic	systematic	ADJ
emaj-141	115	39	as	as	ADV
emaj-141	115	40	well	well	ADV
emaj-141	115	41	as	as	ADP
emaj-141	115	42	critical	critical	ADJ
emaj-141	115	43	thinking	thinking	NOUN
emaj-141	115	44	.	.	PUNCT
emaj-141	116	1	it	it	PRON
emaj-141	116	2	means	mean	VERB
emaj-141	116	3	that	that	SCONJ
emaj-141	116	4	in	in	ADP
emaj-141	116	5	an	an	DET
emaj-141	116	6	environment	environment	NOUN
emaj-141	116	7	where	where	SCONJ
emaj-141	116	8	there	there	PRON
emaj-141	116	9	is	be	VERB
emaj-141	116	10	an	an	DET
emaj-141	116	11	excessive	excessive	ADJ
emaj-141	116	12	supply	supply	NOUN
emaj-141	116	13	of	of	ADP
emaj-141	116	14	information	information	NOUN
emaj-141	116	15	,	,	PUNCT
emaj-141	116	16	it	it	PRON
emaj-141	116	17	is	be	AUX
emaj-141	116	18	essential	essential	ADJ
emaj-141	116	19	to	to	PART
emaj-141	116	20	be	be	AUX
emaj-141	116	21	able	able	ADJ
emaj-141	116	22	to	to	PART
emaj-141	116	23	make	make	VERB
emaj-141	116	24	sense	sense	NOUN
emaj-141	116	25	of	of	ADP
emaj-141	116	26	available	available	ADJ
emaj-141	116	27	information	information	NOUN
emaj-141	116	28	,	,	PUNCT
emaj-141	116	29	and	and	CCONJ
emaj-141	116	30	this	this	PRON
emaj-141	116	31	becomes	become	VERB
emaj-141	116	32	a	a	DET
emaj-141	116	33	scarce	scarce	ADJ
emaj-141	116	34	and	and	CCONJ
emaj-141	116	35	required	required	ADJ
emaj-141	116	36	resource	resource	NOUN
emaj-141	116	37	,	,	PUNCT
emaj-141	116	38	especially	especially	ADV
emaj-141	116	39	in	in	ADP
emaj-141	116	40	environments	environment	NOUN
emaj-141	116	41	where	where	SCONJ
emaj-141	116	42	there	there	PRON
emaj-141	116	43	is	be	VERB
emaj-141	116	44	no	no	DET
emaj-141	116	45	training	training	NOUN
emaj-141	116	46	(	(	PUNCT
emaj-141	116	47	frey	frey	NOUN
emaj-141	116	48	and	and	CCONJ
emaj-141	116	49	osborne	osborne	PROPN
emaj-141	116	50	,	,	PUNCT
emaj-141	116	51	2013	2013	NUM
emaj-141	116	52	)	)	PUNCT
emaj-141	116	53	.	.	PUNCT
emaj-141	117	1	in	in	ADP
emaj-141	117	2	a	a	DET
emaj-141	117	3	world	world	NOUN
emaj-141	117	4	where	where	SCONJ
emaj-141	117	5	knowledge	knowledge	NOUN
emaj-141	117	6	and	and	CCONJ
emaj-141	117	7	technology	technology	NOUN
emaj-141	117	8	renew	renew	NOUN
emaj-141	117	9	at	at	ADP
emaj-141	117	10	a	a	DET
emaj-141	117	11	rapid	rapid	ADJ
emaj-141	117	12	pace	pace	NOUN
emaj-141	117	13	,	,	PUNCT
emaj-141	117	14	and	and	CCONJ
emaj-141	117	15	competition	competition	NOUN
emaj-141	117	16	is	be	AUX
emaj-141	117	17	around	around	ADP
emaj-141	117	18	the	the	DET
emaj-141	117	19	globe	globe	NOUN
emaj-141	117	20	,	,	PUNCT
emaj-141	117	21	it	it	PRON
emaj-141	117	22	is	be	AUX
emaj-141	117	23	necessary	necessary	ADJ
emaj-141	117	24	to	to	PART
emaj-141	117	25	find	find	VERB
emaj-141	117	26	new	new	ADJ
emaj-141	117	27	strategies	strategy	NOUN
emaj-141	117	28	for	for	ADP
emaj-141	117	29	educational	educational	ADJ
emaj-141	117	30	processes	process	NOUN
emaj-141	117	31	.	.	PUNCT
emaj-141	118	1	these	these	DET
emaj-141	118	2	reforms	reform	NOUN
emaj-141	118	3	also	also	ADV
emaj-141	118	4	need	need	VERB
emaj-141	118	5	to	to	PART
emaj-141	118	6	be	be	AUX
emaj-141	118	7	based	base	VERB
emaj-141	118	8	on	on	ADP
emaj-141	118	9	the	the	DET
emaj-141	118	10	evaluation	evaluation	NOUN
emaj-141	118	11	of	of	ADP
emaj-141	118	12	identified	identify	VERB
emaj-141	118	13	market	market	NOUN
emaj-141	118	14	needs	need	NOUN
emaj-141	118	15	.	.	PUNCT
emaj-141	119	1	the	the	DET
emaj-141	119	2	excuse	excuse	NOUN
emaj-141	119	3	is	be	AUX
emaj-141	119	4	that	that	PRON
emaj-141	119	5	to	to	PART
emaj-141	119	6	face	face	VERB
emaj-141	119	7	the	the	DET
emaj-141	119	8	challenges	challenge	NOUN
emaj-141	119	9	of	of	ADP
emaj-141	119	10	globalization	globalization	NOUN
emaj-141	119	11	and	and	CCONJ
emaj-141	119	12	market	market	NOUN
emaj-141	119	13	requirements	requirement	NOUN
emaj-141	119	14	,	,	PUNCT
emaj-141	119	15	improvements	improvement	NOUN
emaj-141	119	16	in	in	ADP
emaj-141	119	17	education	education	NOUN
emaj-141	119	18	and	and	CCONJ
emaj-141	119	19	training	training	NOUN
emaj-141	119	20	are	be	AUX
emaj-141	119	21	essential	essential	ADJ
emaj-141	119	22	.	.	PUNCT
emaj-141	120	1	people	people	NOUN
emaj-141	120	2	compete	compete	VERB
emaj-141	120	3	for	for	ADP
emaj-141	120	4	jobs	job	NOUN
emaj-141	120	5	not	not	PART
emaj-141	120	6	only	only	ADV
emaj-141	120	7	locally	locally	ADV
emaj-141	120	8	,	,	PUNCT
emaj-141	120	9	but	but	CCONJ
emaj-141	120	10	also	also	ADV
emaj-141	120	11	internationally	internationally	ADV
emaj-141	120	12	,	,	PUNCT
emaj-141	120	13	based	base	VERB
emaj-141	120	14	on	on	ADP
emaj-141	120	15	the	the	DET
emaj-141	120	16	knowledge	knowledge	NOUN
emaj-141	120	17	.	.	PUNCT
emaj-141	121	1	therefore	therefore	ADV
emaj-141	121	2	policymakers	policymaker	NOUN
emaj-141	121	3	,	,	PUNCT
emaj-141	121	4	educators	educator	NOUN
emaj-141	121	5	and	and	CCONJ
emaj-141	121	6	researchers	researcher	NOUN
emaj-141	121	7	need	need	VERB
emaj-141	121	8	to	to	PART
emaj-141	121	9	create	create	VERB
emaj-141	121	10	educational	educational	ADJ
emaj-141	121	11	and	and	CCONJ
emaj-141	121	12	training	training	NOUN
emaj-141	121	13	programs	program	NOUN
emaj-141	121	14	based	base	VERB
emaj-141	121	15	on	on	ADP
emaj-141	121	16	assessments	assessment	NOUN
emaj-141	121	17	of	of	ADP
emaj-141	121	18	real	real	ADJ
emaj-141	121	19	needs	need	NOUN
emaj-141	121	20	.	.	PUNCT
emaj-141	122	1	besides	besides	SCONJ
emaj-141	122	2	the	the	DET
emaj-141	122	3	revindication	revindication	NOUN
emaj-141	122	4	for	for	ADP
emaj-141	122	5	educational	educational	ADJ
emaj-141	122	6	systems	system	NOUN
emaj-141	122	7	should	should	AUX
emaj-141	122	8	be	be	AUX
emaj-141	122	9	accessible	accessible	ADJ
emaj-141	122	10	to	to	ADP
emaj-141	122	11	whole	whole	ADJ
emaj-141	122	12	population	population	NOUN
emaj-141	122	13	,	,	PUNCT
emaj-141	122	14	not	not	PART
emaj-141	122	15	only	only	ADV
emaj-141	122	16	the	the	DET
emaj-141	122	17	wealthy	wealthy	ADJ
emaj-141	122	18	portion	portion	NOUN
emaj-141	122	19	(	(	PUNCT
emaj-141	122	20	mouzakitis	mouzakitis	PROPN
emaj-141	122	21	,	,	PUNCT
emaj-141	122	22	2010	2010	NUM
emaj-141	122	23	;	;	PUNCT
emaj-141	122	24	oecd	oecd	PROPN
emaj-141	122	25	2013	2013	NUM
emaj-141	122	26	)	)	PUNCT
emaj-141	122	27	.	.	PUNCT
emaj-141	123	1	thus	thus	ADV
emaj-141	123	2	,	,	PUNCT
emaj-141	123	3	it	it	PRON
emaj-141	123	4	is	be	AUX
emaj-141	123	5	possible	possible	ADJ
emaj-141	123	6	to	to	PART
emaj-141	123	7	perceive	perceive	VERB
emaj-141	123	8	that	that	SCONJ
emaj-141	123	9	the	the	DET
emaj-141	123	10	problem	problem	NOUN
emaj-141	123	11	of	of	ADP
emaj-141	123	12	the	the	DET
emaj-141	123	13	poorest	poor	ADJ
emaj-141	123	14	countries	country	NOUN
emaj-141	123	15	does	do	AUX
emaj-141	123	16	not	not	PART
emaj-141	123	17	only	only	ADV
emaj-141	123	18	correspond	correspond	VERB
emaj-141	123	19	to	to	ADP
emaj-141	123	20	the	the	DET
emaj-141	123	21	fact	fact	NOUN
emaj-141	123	22	that	that	SCONJ
emaj-141	123	23	they	they	PRON
emaj-141	123	24	have	have	AUX
emaj-141	123	25	fewer	few	ADJ
emaj-141	123	26	resources	resource	NOUN
emaj-141	123	27	,	,	PUNCT
emaj-141	123	28	but	but	CCONJ
emaj-141	123	29	also	also	ADV
emaj-141	123	30	to	to	ADP
emaj-141	123	31	the	the	DET
emaj-141	123	32	inability	inability	NOUN
emaj-141	123	33	to	to	PART
emaj-141	123	34	create	create	VERB
emaj-141	123	35	and	and	CCONJ
emaj-141	123	36	benefit	benefit	VERB
emaj-141	123	37	from	from	ADP
emaj-141	123	38	scientific	scientific	ADJ
emaj-141	123	39	knowledge	knowledge	NOUN
emaj-141	123	40	generated	generate	VERB
emaj-141	123	41	from	from	ADP
emaj-141	123	42	these	these	DET
emaj-141	123	43	resources	resource	NOUN
emaj-141	123	44	(	(	PUNCT
emaj-141	123	45	thomas	thomas	PROPN
emaj-141	123	46	&	&	CCONJ
emaj-141	123	47	watters	watter	NOUN
emaj-141	123	48	,	,	PUNCT
emaj-141	123	49	2015	2015	NUM
emaj-141	123	50	)	)	PUNCT
emaj-141	123	51	.	.	PUNCT
emaj-141	124	1	stem	stem	NOUN
emaj-141	124	2	education	education	NOUN
emaj-141	124	3	has	have	VERB
emaj-141	124	4	its	its	PRON
emaj-141	124	5	importance	importance	NOUN
emaj-141	124	6	at	at	ADP
emaj-141	124	7	national	national	ADJ
emaj-141	124	8	,	,	PUNCT
emaj-141	124	9	regional	regional	ADJ
emaj-141	124	10	,	,	PUNCT
emaj-141	124	11	local	local	ADJ
emaj-141	124	12	and	and	CCONJ
emaj-141	124	13	individual	individual	ADJ
emaj-141	124	14	levels	level	NOUN
emaj-141	124	15	.	.	PUNCT
emaj-141	125	1	the	the	DET
emaj-141	125	2	us	us	PROPN
emaj-141	125	3	government	government	NOUN
emaj-141	125	4	and	and	CCONJ
emaj-141	125	5	private	private	ADJ
emaj-141	125	6	companies	company	NOUN
emaj-141	125	7	understand	understand	VERB
emaj-141	125	8	that	that	SCONJ
emaj-141	125	9	investments	investment	NOUN
emaj-141	125	10	in	in	ADP
emaj-141	125	11	this	this	DET
emaj-141	125	12	type	type	NOUN
emaj-141	125	13	of	of	ADP
emaj-141	125	14	education	education	NOUN
emaj-141	125	15	can	can	AUX
emaj-141	125	16	contribute	contribute	VERB
emaj-141	125	17	to	to	ADP
emaj-141	125	18	the	the	DET
emaj-141	125	19	economy	economy	NOUN
emaj-141	125	20	and	and	CCONJ
emaj-141	125	21	competitiveness	competitiveness	NOUN
emaj-141	125	22	of	of	ADP
emaj-141	125	23	the	the	DET
emaj-141	125	24	country	country	NOUN
emaj-141	125	25	,	,	PUNCT
emaj-141	125	26	as	as	SCONJ
emaj-141	125	27	it	it	PRON
emaj-141	125	28	will	will	AUX
emaj-141	125	29	form	form	VERB
emaj-141	125	30	individuals	individual	NOUN
emaj-141	125	31	capable	capable	ADJ
emaj-141	125	32	of	of	ADP
emaj-141	125	33	making	make	VERB
emaj-141	125	34	decisions	decision	NOUN
emaj-141	125	35	of	of	ADP
emaj-141	125	36	political	political	ADJ
emaj-141	125	37	engagement	engagement	NOUN
emaj-141	125	38	,	,	PUNCT
emaj-141	125	39	democracy	democracy	NOUN
emaj-141	125	40	and	and	CCONJ
emaj-141	125	41	social	social	ADJ
emaj-141	125	42	development	development	NOUN
emaj-141	125	43	.	.	PUNCT
emaj-141	126	1	on	on	ADP
emaj-141	126	2	the	the	DET
emaj-141	126	3	other	other	ADJ
emaj-141	126	4	hand	hand	NOUN
emaj-141	126	5	,	,	PUNCT
emaj-141	126	6	training	train	VERB
emaj-141	126	7	students	student	NOUN
emaj-141	126	8	in	in	ADP
emaj-141	126	9	science	science	NOUN
emaj-141	126	10	and	and	CCONJ
emaj-141	126	11	technology	technology	NOUN
emaj-141	126	12	can	can	AUX
emaj-141	126	13	guarantee	guarantee	VERB
emaj-141	126	14	increased	increased	ADJ
emaj-141	126	15	income	income	NOUN
emaj-141	126	16	and	and	CCONJ
emaj-141	126	17	employment	employment	NOUN
emaj-141	126	18	(	(	PUNCT
emaj-141	126	19	saxton	saxton	PROPN
emaj-141	126	20	et	et	PROPN
emaj-141	126	21	al	al	PROPN
emaj-141	126	22	.	.	PROPN
emaj-141	126	23	,	,	PUNCT
emaj-141	126	24	2014	2014	NUM
emaj-141	126	25	)	)	PUNCT
emaj-141	126	26	.	.	PUNCT
emaj-141	127	1	the	the	DET
emaj-141	127	2	stem	stem	NOUN
emaj-141	127	3	education	education	NOUN
emaj-141	127	4	is	be	AUX
emaj-141	127	5	an	an	DET
emaj-141	127	6	essential	essential	ADJ
emaj-141	127	7	element	element	NOUN
emaj-141	127	8	for	for	ADP
emaj-141	127	9	the	the	DET
emaj-141	127	10	solution	solution	NOUN
emaj-141	127	11	of	of	ADP
emaj-141	127	12	several	several	ADJ
emaj-141	127	13	problems	problem	NOUN
emaj-141	127	14	faced	face	VERB
emaj-141	127	15	by	by	ADP
emaj-141	127	16	society	society	NOUN
emaj-141	127	17	and	and	CCONJ
emaj-141	127	18	economic	economic	ADJ
emaj-141	127	19	development	development	NOUN
emaj-141	127	20	.	.	PUNCT
emaj-141	128	1	it	it	PRON
emaj-141	128	2	is	be	AUX
emaj-141	128	3	hoped	hope	VERB
emaj-141	128	4	that	that	SCONJ
emaj-141	128	5	with	with	ADP
emaj-141	128	6	the	the	DET
emaj-141	128	7	prominence	prominence	NOUN
emaj-141	128	8	of	of	ADP
emaj-141	128	9	stem	stem	NOUN
emaj-141	128	10	education	education	NOUN
emaj-141	128	11	,	,	PUNCT
emaj-141	128	12	a	a	DET
emaj-141	128	13	workforce	workforce	NOUN
emaj-141	128	14	with	with	ADP
emaj-141	128	15	knowledge	knowledge	NOUN
emaj-141	128	16	in	in	ADP
emaj-141	128	17	sciences	science	NOUN
emaj-141	128	18	will	will	AUX
emaj-141	128	19	be	be	AUX
emaj-141	128	20	reached	reach	VERB
emaj-141	128	21	,	,	PUNCT
emaj-141	128	22	with	with	ADP
emaj-141	128	23	the	the	DET
emaj-141	128	24	ability	ability	NOUN
emaj-141	128	25	to	to	PART
emaj-141	128	26	use	use	VERB
emaj-141	128	27	tools	tool	NOUN
emaj-141	128	28	and	and	CCONJ
emaj-141	128	29	technological	technological	ADJ
emaj-141	128	30	products	product	NOUN
emaj-141	128	31	in	in	ADP
emaj-141	128	32	the	the	DET
emaj-141	128	33	workplace	workplace	NOUN
emaj-141	128	34	to	to	PART
emaj-141	128	35	increase	increase	VERB
emaj-141	128	36	productivity	productivity	NOUN
emaj-141	128	37	.	.	PUNCT
emaj-141	129	1	in	in	ADP
emaj-141	129	2	addition	addition	NOUN
emaj-141	129	3	,	,	PUNCT
emaj-141	129	4	there	there	PRON
emaj-141	129	5	are	be	VERB
emaj-141	129	6	expectations	expectation	NOUN
emaj-141	129	7	that	that	SCONJ
emaj-141	129	8	these	these	DET
emaj-141	129	9	professionals	professional	NOUN
emaj-141	129	10	will	will	AUX
emaj-141	129	11	have	have	AUX
emaj-141	129	12	research	research	NOUN
emaj-141	129	13	experiences	experience	NOUN
emaj-141	129	14	to	to	PART
emaj-141	129	15	apply	apply	VERB
emaj-141	129	16	them	they	PRON
emaj-141	129	17	in	in	ADP
emaj-141	129	18	the	the	DET
emaj-141	129	19	industry	industry	NOUN
emaj-141	129	20	;	;	PUNCT
emaj-141	129	21	be	be	AUX
emaj-141	129	22	able	able	ADJ
emaj-141	129	23	to	to	PART
emaj-141	129	24	plan	plan	VERB
emaj-141	129	25	and	and	CCONJ
emaj-141	129	26	implement	implement	VERB
emaj-141	129	27	change	change	NOUN
emaj-141	129	28	and	and	CCONJ
emaj-141	129	29	develop	develop	VERB
emaj-141	129	30	new	new	ADJ
emaj-141	129	31	technologies	technology	NOUN
emaj-141	129	32	(	(	PUNCT
emaj-141	129	33	egarievwe	egarievwe	ADJ
emaj-141	129	34	,	,	PUNCT
emaj-141	129	35	2015	2015	NUM
emaj-141	129	36	)	)	PUNCT
emaj-141	129	37	.	.	PUNCT
emaj-141	130	1	a	a	DET
emaj-141	130	2	group	group	NOUN
emaj-141	130	3	of	of	ADP
emaj-141	130	4	actors	actor	NOUN
emaj-141	130	5	is	be	AUX
emaj-141	130	6	involved	involve	VERB
emaj-141	130	7	in	in	ADP
emaj-141	130	8	this	this	DET
emaj-141	130	9	type	type	NOUN
emaj-141	130	10	of	of	ADP
emaj-141	130	11	education	education	NOUN
emaj-141	130	12	:	:	PUNCT
emaj-141	131	1	representatives	representative	NOUN
emaj-141	131	2	of	of	ADP
emaj-141	131	3	the	the	DET
emaj-141	131	4	government	government	NOUN
emaj-141	131	5	,	,	PUNCT
emaj-141	131	6	the	the	DET
emaj-141	131	7	scientific	scientific	ADJ
emaj-141	131	8	community	community	NOUN
emaj-141	131	9	and	and	CCONJ
emaj-141	131	10	private	private	ADJ
emaj-141	131	11	companies	company	NOUN
emaj-141	131	12	that	that	PRON
emaj-141	131	13	aim	aim	VERB
emaj-141	131	14	to	to	PART
emaj-141	131	15	stimulate	stimulate	VERB
emaj-141	131	16	science	science	NOUN
emaj-141	131	17	education	education	NOUN
emaj-141	131	18	,	,	PUNCT
emaj-141	131	19	since	since	SCONJ
emaj-141	131	20	volume	volume	NOUN
emaj-141	131	21	7	7	NUM
emaj-141	131	22	no	no	DET
emaj-141	131	23	2	2	NUM
emaj-141	131	24	(	(	PUNCT
emaj-141	131	25	2017	2017	NUM
emaj-141	131	26	)	)	PUNCT
emaj-141	131	27	|	|	ADV
emaj-141	131	28	issn	issn	VERB
emaj-141	131	29	2158	2158	NUM
emaj-141	131	30	-	-	SYM
emaj-141	131	31	8708	8708	NUM
emaj-141	131	32	(	(	PUNCT
emaj-141	131	33	online	online	NOUN
emaj-141	131	34	)	)	PUNCT
emaj-141	131	35	|	|	ADV
emaj-141	131	36	doi	doi	X
emaj-141	131	37	10.5195	10.5195	NUM
emaj-141	131	38	/	/	SYM
emaj-141	131	39	emaj.2017.141	emaj.2017.141	PROPN
emaj-141	132	1	|	|	NOUN
emaj-141	132	2	http://emaj.pitt.edu	http://emaj.pitt.edu	VERB
emaj-141	132	3	comparison	comparison	NOUN
emaj-141	132	4	between	between	ADP
emaj-141	132	5	brazil	brazil	PROPN
emaj-141	132	6	and	and	CCONJ
emaj-141	132	7	the	the	DET
emaj-141	132	8	30	30	NUM
emaj-141	132	9	most	most	ADV
emaj-141	132	10	innovative	innovative	ADJ
emaj-141	132	11	countries	country	NOUN
emaj-141	132	12	in	in	ADP
emaj-141	132	13	the	the	DET
emaj-141	132	14	world	world	NOUN
emaj-141	132	15	page	page	NOUN
emaj-141	132	16	|22|	|22|	ADJ
emaj-141	132	17	emerging	emerge	VERB
emaj-141	132	18	markets	market	NOUN
emaj-141	132	19	journal	journal	NOUN
emaj-141	132	20	in	in	ADP
emaj-141	132	21	many	many	ADJ
emaj-141	132	22	western	western	ADJ
emaj-141	132	23	countries	country	NOUN
emaj-141	132	24	there	there	PRON
emaj-141	132	25	is	be	VERB
emaj-141	132	26	a	a	DET
emaj-141	132	27	low	low	ADJ
emaj-141	132	28	interest	interest	NOUN
emaj-141	132	29	of	of	ADP
emaj-141	132	30	the	the	DET
emaj-141	132	31	students	student	NOUN
emaj-141	132	32	in	in	ADP
emaj-141	132	33	this	this	DET
emaj-141	132	34	area	area	NOUN
emaj-141	132	35	.	.	PUNCT
emaj-141	133	1	that	that	DET
emaj-141	133	2	way	way	NOUN
emaj-141	133	3	,	,	PUNCT
emaj-141	133	4	creating	create	VERB
emaj-141	133	5	campaigns	campaign	NOUN
emaj-141	133	6	for	for	ADP
emaj-141	133	7	diffusion	diffusion	NOUN
emaj-141	133	8	can	can	AUX
emaj-141	133	9	be	be	AUX
emaj-141	133	10	a	a	DET
emaj-141	133	11	relevant	relevant	ADJ
emaj-141	133	12	strategy	strategy	NOUN
emaj-141	133	13	based	base	VERB
emaj-141	133	14	on	on	ADP
emaj-141	133	15	school	school	NOUN
emaj-141	133	16	programs	program	NOUN
emaj-141	133	17	,	,	PUNCT
emaj-141	133	18	didactic	didactic	ADJ
emaj-141	133	19	materials	material	NOUN
emaj-141	133	20	,	,	PUNCT
emaj-141	133	21	scientific	scientific	ADJ
emaj-141	133	22	competitions	competition	NOUN
emaj-141	133	23	,	,	PUNCT
emaj-141	133	24	events	event	NOUN
emaj-141	133	25	among	among	ADP
emaj-141	133	26	others	other	NOUN
emaj-141	133	27	(	(	PUNCT
emaj-141	133	28	aandree	aandree	PROPN
emaj-141	133	29	and	and	CCONJ
emaj-141	133	30	hansson	hansson	PROPN
emaj-141	133	31	,	,	PUNCT
emaj-141	133	32	2015	2015	NUM
emaj-141	133	33	)	)	PUNCT
emaj-141	133	34	.	.	PUNCT
emaj-141	134	1	countries	country	NOUN
emaj-141	134	2	that	that	PRON
emaj-141	134	3	wish	wish	VERB
emaj-141	134	4	to	to	PART
emaj-141	134	5	maintain	maintain	VERB
emaj-141	134	6	leadership	leadership	NOUN
emaj-141	134	7	positions	position	NOUN
emaj-141	134	8	in	in	ADP
emaj-141	134	9	the	the	DET
emaj-141	134	10	world	world	NOUN
emaj-141	134	11	economy	economy	NOUN
emaj-141	134	12	know	know	VERB
emaj-141	134	13	their	their	PRON
emaj-141	134	14	dependence	dependence	NOUN
emaj-141	134	15	on	on	ADP
emaj-141	134	16	stem	stem	NOUN
emaj-141	134	17	education	education	NOUN
emaj-141	134	18	.	.	PUNCT
emaj-141	135	1	this	this	PRON
emaj-141	135	2	is	be	AUX
emaj-141	135	3	justified	justify	VERB
emaj-141	135	4	as	as	SCONJ
emaj-141	135	5	the	the	DET
emaj-141	135	6	world	world	NOUN
emaj-141	135	7	becomes	become	VERB
emaj-141	135	8	more	more	ADV
emaj-141	135	9	and	and	CCONJ
emaj-141	135	10	more	more	ADV
emaj-141	135	11	technological	technological	ADJ
emaj-141	135	12	,	,	PUNCT
emaj-141	135	13	and	and	CCONJ
emaj-141	135	14	dependent	dependent	ADJ
emaj-141	135	15	on	on	ADP
emaj-141	135	16	a	a	DET
emaj-141	135	17	more	more	ADV
emaj-141	135	18	technical	technical	ADJ
emaj-141	135	19	workforce	workforce	NOUN
emaj-141	135	20	(	(	PUNCT
emaj-141	135	21	christensen	christensen	PROPN
emaj-141	135	22	et	et	PROPN
emaj-141	135	23	al	al	PROPN
emaj-141	135	24	.	.	PROPN
emaj-141	135	25	,	,	PUNCT
emaj-141	135	26	2014	2014	NUM
emaj-141	135	27	)	)	PUNCT
emaj-141	135	28	.	.	PUNCT
emaj-141	136	1	there	there	PRON
emaj-141	136	2	is	be	VERB
emaj-141	136	3	no	no	DET
emaj-141	136	4	international	international	ADJ
emaj-141	136	5	examination	examination	NOUN
emaj-141	136	6	that	that	PRON
emaj-141	136	7	measures	measure	VERB
emaj-141	136	8	the	the	DET
emaj-141	136	9	ability	ability	NOUN
emaj-141	136	10	of	of	ADP
emaj-141	136	11	students	student	NOUN
emaj-141	136	12	or	or	CCONJ
emaj-141	136	13	society	society	NOUN
emaj-141	136	14	,	,	PUNCT
emaj-141	136	15	in	in	ADP
emaj-141	136	16	knowledge	knowledge	NOUN
emaj-141	136	17	in	in	ADP
emaj-141	136	18	science	science	NOUN
emaj-141	136	19	,	,	PUNCT
emaj-141	136	20	technology	technology	NOUN
emaj-141	136	21	,	,	PUNCT
emaj-141	136	22	engineering	engineering	NOUN
emaj-141	136	23	and	and	CCONJ
emaj-141	136	24	mathematics	mathematic	NOUN
emaj-141	136	25	.	.	PUNCT
emaj-141	137	1	however	however	ADV
emaj-141	137	2	,	,	PUNCT
emaj-141	137	3	there	there	PRON
emaj-141	137	4	is	be	VERB
emaj-141	137	5	an	an	DET
emaj-141	137	6	approximate	approximate	ADJ
emaj-141	137	7	way	way	NOUN
emaj-141	137	8	,	,	PUNCT
emaj-141	137	9	through	through	ADP
emaj-141	137	10	pisa	pisa	PROPN
emaj-141	137	11	.	.	PUNCT
emaj-141	138	1	the	the	DET
emaj-141	138	2	pisa	pisa	PROPN
emaj-141	138	3	program	program	NOUN
emaj-141	138	4	for	for	ADP
emaj-141	138	5	international	international	ADJ
emaj-141	138	6	student	student	NOUN
emaj-141	138	7	is	be	AUX
emaj-141	138	8	a	a	DET
emaj-141	138	9	sample	sample	NOUN
emaj-141	138	10	and	and	CCONJ
emaj-141	138	11	comparative	comparative	ADJ
emaj-141	138	12	evaluation	evaluation	NOUN
emaj-141	138	13	organized	organize	VERB
emaj-141	138	14	by	by	ADP
emaj-141	138	15	the	the	DET
emaj-141	138	16	oecd	oecd	PROPN
emaj-141	138	17	considering	consider	VERB
emaj-141	138	18	students	student	NOUN
emaj-141	138	19	enrolled	enrol	VERB
emaj-141	138	20	in	in	ADP
emaj-141	138	21	the	the	DET
emaj-141	138	22	8th	8th	ADJ
emaj-141	138	23	year	year	NOUN
emaj-141	138	24	of	of	ADP
emaj-141	138	25	elementary	elementary	ADJ
emaj-141	138	26	school	school	NOUN
emaj-141	138	27	.	.	PUNCT
emaj-141	139	1	the	the	DET
emaj-141	139	2	evaluation	evaluation	NOUN
emaj-141	139	3	has	have	VERB
emaj-141	139	4	national	national	ADJ
emaj-141	139	5	coordination	coordination	NOUN
emaj-141	139	6	in	in	ADP
emaj-141	139	7	each	each	DET
emaj-141	139	8	participating	participate	VERB
emaj-141	139	9	country	country	NOUN
emaj-141	139	10	.	.	PUNCT
emaj-141	140	1	there	there	PRON
emaj-141	140	2	are	be	VERB
emaj-141	140	3	currently	currently	ADV
emaj-141	140	4	34	34	NUM
emaj-141	140	5	member	member	NOUN
emaj-141	140	6	countries	country	NOUN
emaj-141	140	7	,	,	PUNCT
emaj-141	140	8	but	but	CCONJ
emaj-141	140	9	additional	additional	ADJ
emaj-141	140	10	countries	country	NOUN
emaj-141	140	11	are	be	AUX
emaj-141	140	12	invited	invite	VERB
emaj-141	140	13	to	to	ADP
emaj-141	140	14	the	the	DET
emaj-141	140	15	mentioned	mention	VERB
emaj-141	140	16	program	program	NOUN
emaj-141	140	17	as	as	ADV
emaj-141	140	18	well	well	ADV
emaj-141	140	19	.	.	PUNCT
emaj-141	141	1	the	the	DET
emaj-141	141	2	pisa	pisa	PROPN
emaj-141	141	3	assessments	assessment	NOUN
emaj-141	141	4	occur	occur	VERB
emaj-141	141	5	every	every	DET
emaj-141	141	6	three	three	NUM
emaj-141	141	7	years	year	NOUN
emaj-141	141	8	and	and	CCONJ
emaj-141	141	9	cover	cover	VERB
emaj-141	141	10	the	the	DET
emaj-141	141	11	areas	area	NOUN
emaj-141	141	12	of	of	ADP
emaj-141	141	13	reading	reading	NOUN
emaj-141	141	14	,	,	PUNCT
emaj-141	141	15	mathematics	mathematic	NOUN
emaj-141	141	16	and	and	CCONJ
emaj-141	141	17	science	science	NOUN
emaj-141	141	18	.	.	PUNCT
emaj-141	142	1	it	it	PRON
emaj-141	142	2	aims	aim	VERB
emaj-141	142	3	to	to	PART
emaj-141	142	4	create	create	VERB
emaj-141	142	5	indicators	indicator	NOUN
emaj-141	142	6	that	that	PRON
emaj-141	142	7	provide	provide	VERB
emaj-141	142	8	information	information	NOUN
emaj-141	142	9	for	for	ADP
emaj-141	142	10	the	the	DET
emaj-141	142	11	analysis	analysis	NOUN
emaj-141	142	12	of	of	ADP
emaj-141	142	13	the	the	DET
emaj-141	142	14	quality	quality	NOUN
emaj-141	142	15	,	,	PUNCT
emaj-141	142	16	equity	equity	NOUN
emaj-141	142	17	and	and	CCONJ
emaj-141	142	18	efficiency	efficiency	NOUN
emaj-141	142	19	of	of	ADP
emaj-141	142	20	school	school	NOUN
emaj-141	142	21	systems	system	NOUN
emaj-141	142	22	in	in	ADP
emaj-141	142	23	the	the	DET
emaj-141	142	24	participating	participate	VERB
emaj-141	142	25	countries	country	NOUN
emaj-141	142	26	and	and	CCONJ
emaj-141	142	27	to	to	PART
emaj-141	142	28	provide	provide	VERB
emaj-141	142	29	support	support	NOUN
emaj-141	142	30	for	for	ADP
emaj-141	142	31	the	the	DET
emaj-141	142	32	creation	creation	NOUN
emaj-141	142	33	of	of	ADP
emaj-141	142	34	policies	policy	NOUN
emaj-141	142	35	to	to	PART
emaj-141	142	36	improve	improve	VERB
emaj-141	142	37	education	education	NOUN
emaj-141	142	38	,	,	PUNCT
emaj-141	142	39	as	as	ADV
emaj-141	142	40	well	well	ADV
emaj-141	142	41	as	as	ADP
emaj-141	142	42	comparison	comparison	NOUN
emaj-141	142	43	with	with	ADP
emaj-141	142	44	other	other	ADJ
emaj-141	142	45	participating	participate	VERB
emaj-141	142	46	countries	country	NOUN
emaj-141	142	47	.	.	PUNCT
emaj-141	143	1	the	the	DET
emaj-141	143	2	premise	premise	NOUN
emaj-141	143	3	of	of	ADP
emaj-141	143	4	the	the	DET
emaj-141	143	5	results	result	NOUN
emaj-141	143	6	is	be	AUX
emaj-141	143	7	that	that	SCONJ
emaj-141	143	8	every	every	DET
emaj-141	143	9	country	country	NOUN
emaj-141	143	10	has	have	VERB
emaj-141	143	11	room	room	NOUN
emaj-141	143	12	for	for	ADP
emaj-141	143	13	improvement	improvement	NOUN
emaj-141	143	14	,	,	PUNCT
emaj-141	143	15	including	include	VERB
emaj-141	143	16	those	those	PRON
emaj-141	143	17	with	with	ADP
emaj-141	143	18	the	the	DET
emaj-141	143	19	highest	high	ADJ
emaj-141	143	20	performance	performance	NOUN
emaj-141	143	21	indices	index	NOUN
emaj-141	143	22	(	(	PUNCT
emaj-141	143	23	oecd	oecd	PROPN
emaj-141	143	24	,	,	PUNCT
emaj-141	143	25	2017	2017	NUM
emaj-141	143	26	)	)	PUNCT
emaj-141	143	27	.	.	PUNCT
emaj-141	144	1	evaluation	evaluation	NOUN
emaj-141	144	2	systems	system	NOUN
emaj-141	144	3	like	like	SCONJ
emaj-141	144	4	pisa	pisa	PROPN
emaj-141	144	5	seek	seek	VERB
emaj-141	144	6	to	to	PART
emaj-141	144	7	assess	assess	VERB
emaj-141	144	8	more	more	ADJ
emaj-141	144	9	than	than	ADP
emaj-141	144	10	knowledge	knowledge	NOUN
emaj-141	144	11	per	per	ADP
emaj-141	144	12	se	se	X
emaj-141	144	13	.	.	PUNCT
emaj-141	145	1	there	there	PRON
emaj-141	145	2	is	be	VERB
emaj-141	145	3	an	an	DET
emaj-141	145	4	attempt	attempt	NOUN
emaj-141	145	5	to	to	PART
emaj-141	145	6	respond	respond	VERB
emaj-141	145	7	to	to	ADP
emaj-141	145	8	the	the	DET
emaj-141	145	9	economic	economic	ADJ
emaj-141	145	10	demands	demand	NOUN
emaj-141	145	11	of	of	ADP
emaj-141	145	12	a	a	DET
emaj-141	145	13	population	population	NOUN
emaj-141	145	14	,	,	PUNCT
emaj-141	145	15	supported	support	VERB
emaj-141	145	16	by	by	ADP
emaj-141	145	17	creativity	creativity	NOUN
emaj-141	145	18	and	and	CCONJ
emaj-141	145	19	innovation	innovation	NOUN
emaj-141	145	20	.	.	PUNCT
emaj-141	146	1	on	on	ADP
emaj-141	146	2	the	the	DET
emaj-141	146	3	other	other	ADJ
emaj-141	146	4	hand	hand	NOUN
emaj-141	146	5	,	,	PUNCT
emaj-141	146	6	it	it	PRON
emaj-141	146	7	is	be	AUX
emaj-141	146	8	important	important	ADJ
emaj-141	146	9	to	to	PART
emaj-141	146	10	highlight	highlight	VERB
emaj-141	146	11	that	that	SCONJ
emaj-141	146	12	these	these	DET
emaj-141	146	13	tests	test	NOUN
emaj-141	146	14	have	have	VERB
emaj-141	146	15	an	an	DET
emaj-141	146	16	impact	impact	NOUN
emaj-141	146	17	on	on	ADP
emaj-141	146	18	the	the	DET
emaj-141	146	19	content	content	NOUN
emaj-141	146	20	to	to	PART
emaj-141	146	21	be	be	AUX
emaj-141	146	22	addressed	address	VERB
emaj-141	146	23	by	by	ADP
emaj-141	146	24	the	the	DET
emaj-141	146	25	communities	community	NOUN
emaj-141	146	26	.	.	PUNCT
emaj-141	147	1	the	the	DET
emaj-141	147	2	reason	reason	NOUN
emaj-141	147	3	is	be	AUX
emaj-141	147	4	that	that	SCONJ
emaj-141	147	5	,	,	PUNCT
emaj-141	147	6	for	for	ADP
emaj-141	147	7	teachers	teacher	NOUN
emaj-141	147	8	and	and	CCONJ
emaj-141	147	9	the	the	DET
emaj-141	147	10	schools	school	NOUN
emaj-141	147	11	,	,	PUNCT
emaj-141	147	12	it	it	PRON
emaj-141	147	13	is	be	AUX
emaj-141	147	14	not	not	PART
emaj-141	147	15	interesting	interesting	ADJ
emaj-141	147	16	and	and	CCONJ
emaj-141	147	17	appealing	appeal	VERB
emaj-141	147	18	to	to	PART
emaj-141	147	19	present	present	VERB
emaj-141	147	20	low	low	ADJ
emaj-141	147	21	grades	grade	NOUN
emaj-141	147	22	in	in	ADP
emaj-141	147	23	these	these	DET
emaj-141	147	24	tests	test	NOUN
emaj-141	147	25	,	,	PUNCT
emaj-141	147	26	causing	cause	VERB
emaj-141	147	27	schools	school	NOUN
emaj-141	147	28	to	to	PART
emaj-141	147	29	focus	focus	VERB
emaj-141	147	30	on	on	ADP
emaj-141	147	31	areas	area	NOUN
emaj-141	147	32	and	and	CCONJ
emaj-141	147	33	practices	practice	NOUN
emaj-141	147	34	that	that	PRON
emaj-141	147	35	will	will	AUX
emaj-141	147	36	be	be	AUX
emaj-141	147	37	evaluated	evaluate	VERB
emaj-141	147	38	.	.	PUNCT
emaj-141	148	1	in	in	ADP
emaj-141	148	2	this	this	DET
emaj-141	148	3	way	way	NOUN
emaj-141	148	4	,	,	PUNCT
emaj-141	148	5	it	it	PRON
emaj-141	148	6	is	be	AUX
emaj-141	148	7	possible	possible	ADJ
emaj-141	148	8	to	to	PART
emaj-141	148	9	note	note	VERB
emaj-141	148	10	the	the	DET
emaj-141	148	11	influence	influence	NOUN
emaj-141	148	12	of	of	ADP
emaj-141	148	13	these	these	DET
emaj-141	148	14	tests	test	NOUN
emaj-141	148	15	on	on	ADP
emaj-141	148	16	the	the	DET
emaj-141	148	17	construction	construction	NOUN
emaj-141	148	18	of	of	ADP
emaj-141	148	19	the	the	DET
emaj-141	148	20	curriculum	curriculum	NOUN
emaj-141	148	21	(	(	PUNCT
emaj-141	148	22	frey	frey	NOUN
emaj-141	148	23	and	and	CCONJ
emaj-141	148	24	osborne	osborne	PROPN
emaj-141	148	25	,	,	PUNCT
emaj-141	148	26	2013	2013	NUM
emaj-141	148	27	)	)	PUNCT
emaj-141	148	28	.	.	PUNCT
emaj-141	149	1	ethnic	ethnic	ADJ
emaj-141	149	2	and	and	CCONJ
emaj-141	149	3	socioeconomic	socioeconomic	ADJ
emaj-141	149	4	aspects	aspect	NOUN
emaj-141	149	5	tend	tend	VERB
emaj-141	149	6	to	to	PART
emaj-141	149	7	influence	influence	VERB
emaj-141	149	8	careers	career	NOUN
emaj-141	149	9	in	in	ADP
emaj-141	149	10	stem	stem	NOUN
emaj-141	149	11	areas	area	NOUN
emaj-141	149	12	.	.	PUNCT
emaj-141	150	1	low	low	ADJ
emaj-141	150	2	-	-	PUNCT
emaj-141	150	3	income	income	NOUN
emaj-141	150	4	youth	youth	NOUN
emaj-141	150	5	and	and	CCONJ
emaj-141	150	6	minority	minority	NOUN
emaj-141	150	7	groups	group	NOUN
emaj-141	150	8	often	often	ADV
emaj-141	150	9	lack	lack	VERB
emaj-141	150	10	the	the	DET
emaj-141	150	11	fundamentals	fundamental	NOUN
emaj-141	150	12	needed	need	VERB
emaj-141	150	13	to	to	PART
emaj-141	150	14	develop	develop	VERB
emaj-141	150	15	skills	skill	NOUN
emaj-141	150	16	in	in	ADP
emaj-141	150	17	the	the	DET
emaj-141	150	18	areas	area	NOUN
emaj-141	150	19	of	of	ADP
emaj-141	150	20	science	science	NOUN
emaj-141	150	21	and	and	CCONJ
emaj-141	150	22	technology	technology	NOUN
emaj-141	150	23	.	.	PUNCT
emaj-141	151	1	these	these	DET
emaj-141	151	2	courses	course	NOUN
emaj-141	151	3	are	be	AUX
emaj-141	151	4	often	often	ADV
emaj-141	151	5	considered	consider	VERB
emaj-141	151	6	difficult	difficult	ADJ
emaj-141	151	7	and	and	CCONJ
emaj-141	151	8	unrelated	unrelated	ADJ
emaj-141	151	9	to	to	ADP
emaj-141	151	10	the	the	DET
emaj-141	151	11	realities	reality	NOUN
emaj-141	151	12	of	of	ADP
emaj-141	151	13	these	these	DET
emaj-141	151	14	groups	group	NOUN
emaj-141	151	15	.	.	PUNCT
emaj-141	152	1	this	this	PRON
emaj-141	152	2	is	be	AUX
emaj-141	152	3	generally	generally	ADV
emaj-141	152	4	due	due	ADJ
emaj-141	152	5	to	to	ADP
emaj-141	152	6	lack	lack	NOUN
emaj-141	152	7	of	of	ADP
emaj-141	152	8	scientific	scientific	ADJ
emaj-141	152	9	background	background	NOUN
emaj-141	152	10	(	(	PUNCT
emaj-141	152	11	christensen	christensen	PROPN
emaj-141	152	12	et	et	PROPN
emaj-141	152	13	al	al	PROPN
emaj-141	152	14	.	.	PROPN
emaj-141	152	15	,	,	PUNCT
emaj-141	152	16	2014	2014	NUM
emaj-141	152	17	)	)	PUNCT
emaj-141	152	18	.	.	PUNCT
emaj-141	153	1	brazil	brazil	PROPN
emaj-141	153	2	has	have	AUX
emaj-141	153	3	participated	participate	VERB
emaj-141	153	4	in	in	ADP
emaj-141	153	5	pisa	pisa	PROPN
emaj-141	153	6	since	since	SCONJ
emaj-141	153	7	its	its	PRON
emaj-141	153	8	first	first	ADJ
emaj-141	153	9	edition	edition	NOUN
emaj-141	153	10	,	,	PUNCT
emaj-141	153	11	beginning	begin	VERB
emaj-141	153	12	the	the	DET
emaj-141	153	13	work	work	NOUN
emaj-141	153	14	with	with	ADP
emaj-141	153	15	this	this	DET
emaj-141	153	16	group	group	NOUN
emaj-141	153	17	in	in	ADP
emaj-141	153	18	1998	1998	NUM
emaj-141	153	19	.	.	PUNCT
emaj-141	154	1	in	in	ADP
emaj-141	154	2	2000	2000	NUM
emaj-141	154	3	,	,	PUNCT
emaj-141	154	4	4893	4893	NUM
emaj-141	154	5	students	student	NOUN
emaj-141	154	6	were	be	AUX
emaj-141	154	7	evaluated	evaluate	VERB
emaj-141	154	8	,	,	PUNCT
emaj-141	154	9	with	with	ADP
emaj-141	154	10	participation	participation	NOUN
emaj-141	154	11	increasing	increase	VERB
emaj-141	154	12	in	in	ADP
emaj-141	154	13	the	the	DET
emaj-141	154	14	following	following	ADJ
emaj-141	154	15	years	year	NOUN
emaj-141	154	16	of	of	ADP
emaj-141	154	17	2003	2003	NUM
emaj-141	154	18	,	,	PUNCT
emaj-141	154	19	2006	2006	NUM
emaj-141	154	20	,	,	PUNCT
emaj-141	154	21	2009	2009	NUM
emaj-141	154	22	,	,	PUNCT
emaj-141	154	23	2012	2012	NUM
emaj-141	154	24	,	,	PUNCT
emaj-141	154	25	reaching	reach	VERB
emaj-141	154	26	23141	23141	NUM
emaj-141	154	27	students	student	NOUN
emaj-141	154	28	in	in	ADP
emaj-141	154	29	2015	2015	NUM
emaj-141	154	30	,	,	PUNCT
emaj-141	154	31	focusing	focus	VERB
emaj-141	154	32	on	on	ADP
emaj-141	154	33	science	science	NOUN
emaj-141	154	34	(	(	PUNCT
emaj-141	154	35	inep	inep	NOUN
emaj-141	154	36	,	,	PUNCT
emaj-141	154	37	2017	2017	NUM
emaj-141	154	38	)	)	PUNCT
emaj-141	154	39	.	.	PUNCT
emaj-141	155	1	pisa	pisa	PROPN
emaj-141	155	2	aims	aim	VERB
emaj-141	155	3	to	to	PART
emaj-141	155	4	evaluate	evaluate	VERB
emaj-141	155	5	if	if	SCONJ
emaj-141	155	6	the	the	DET
emaj-141	155	7	students	student	NOUN
emaj-141	155	8	can	can	AUX
emaj-141	155	9	reproduce	reproduce	VERB
emaj-141	155	10	the	the	DET
emaj-141	155	11	knowledge	knowledge	NOUN
emaj-141	155	12	acquired	acquire	VERB
emaj-141	155	13	and	and	CCONJ
emaj-141	155	14	extrapolate	extrapolate	VERB
emaj-141	155	15	this	this	DET
emaj-141	155	16	knowledge	knowledge	NOUN
emaj-141	155	17	,	,	PUNCT
emaj-141	155	18	applying	apply	VERB
emaj-141	155	19	in	in	ADP
emaj-141	155	20	unknown	unknown	ADJ
emaj-141	155	21	fields	field	NOUN
emaj-141	155	22	,	,	PUNCT
emaj-141	155	23	such	such	ADJ
emaj-141	155	24	as	as	ADP
emaj-141	155	25	situations	situation	NOUN
emaj-141	155	26	inside	inside	ADP
emaj-141	155	27	and	and	CCONJ
emaj-141	155	28	outside	outside	ADP
emaj-141	155	29	the	the	DET
emaj-141	155	30	school	school	NOUN
emaj-141	155	31	.	.	PUNCT
emaj-141	156	1	this	this	DET
emaj-141	156	2	new	new	ADJ
emaj-141	156	3	approach	approach	NOUN
emaj-141	156	4	reflects	reflect	VERB
emaj-141	156	5	the	the	DET
emaj-141	156	6	fact	fact	NOUN
emaj-141	156	7	that	that	SCONJ
emaj-141	156	8	for	for	ADP
emaj-141	156	9	modern	modern	ADJ
emaj-141	156	10	economies	economy	NOUN
emaj-141	156	11	,	,	PUNCT
emaj-141	156	12	it	it	PRON
emaj-141	156	13	is	be	AUX
emaj-141	156	14	important	important	ADJ
emaj-141	156	15	that	that	SCONJ
emaj-141	156	16	individuals	individual	NOUN
emaj-141	156	17	not	not	PART
emaj-141	156	18	only	only	ADV
emaj-141	156	19	know	know	VERB
emaj-141	156	20	a	a	DET
emaj-141	156	21	certain	certain	ADJ
emaj-141	156	22	content	content	NOUN
emaj-141	156	23	but	but	CCONJ
emaj-141	156	24	,	,	PUNCT
emaj-141	156	25	that	that	SCONJ
emaj-141	156	26	they	they	PRON
emaj-141	156	27	also	also	ADV
emaj-141	156	28	know	know	VERB
emaj-141	156	29	how	how	SCONJ
emaj-141	156	30	to	to	PART
emaj-141	156	31	take	take	VERB
emaj-141	156	32	advantage	advantage	NOUN
emaj-141	156	33	of	of	ADP
emaj-141	156	34	their	their	PRON
emaj-141	156	35	knowledge	knowledge	NOUN
emaj-141	156	36	by	by	ADP
emaj-141	156	37	solving	solve	VERB
emaj-141	156	38	complex	complex	ADJ
emaj-141	156	39	and	and	CCONJ
emaj-141	156	40	real	real	ADJ
emaj-141	156	41	problems	problem	NOUN
emaj-141	156	42	(	(	PUNCT
emaj-141	156	43	oecd	oecd	PROPN
emaj-141	156	44	,	,	PUNCT
emaj-141	156	45	2016	2016	NUM
emaj-141	156	46	)	)	PUNCT
emaj-141	156	47	.	.	PUNCT
emaj-141	157	1	concerning	concern	VERB
emaj-141	157	2	brazil	brazil	PROPN
emaj-141	157	3	,	,	PUNCT
emaj-141	157	4	the	the	DET
emaj-141	157	5	performance	performance	NOUN
emaj-141	157	6	of	of	ADP
emaj-141	157	7	students	student	NOUN
emaj-141	157	8	is	be	AUX
emaj-141	157	9	below	below	ADP
emaj-141	157	10	the	the	DET
emaj-141	157	11	oecd	oecd	PROPN
emaj-141	157	12	average	average	NOUN
emaj-141	157	13	in	in	ADP
emaj-141	157	14	science	science	NOUN
emaj-141	157	15	(	(	PUNCT
emaj-141	157	16	brazil	brazil	PROPN
emaj-141	157	17	=	=	SYM
emaj-141	157	18	401	401	NUM
emaj-141	157	19	points	point	NOUN
emaj-141	157	20	,	,	PUNCT
emaj-141	157	21	oecd	oecd	PROPN
emaj-141	157	22	=	=	SYM
emaj-141	157	23	493	493	NUM
emaj-141	157	24	points	point	NOUN
emaj-141	157	25	)	)	PUNCT
emaj-141	157	26	,	,	PUNCT
emaj-141	157	27	mathematics	mathematics	PROPN
emaj-141	157	28	(	(	PUNCT
emaj-141	157	29	brazil	brazil	PROPN
emaj-141	157	30	=	=	NOUN
emaj-141	157	31	377	377	NUM
emaj-141	157	32	points	point	NOUN
emaj-141	157	33	,	,	PUNCT
emaj-141	157	34	oecd	oecd	PROPN
emaj-141	157	35	=	=	SYM
emaj-141	157	36	490	490	NUM
emaj-141	157	37	points	point	NOUN
emaj-141	157	38	)	)	PUNCT
emaj-141	157	39	and	and	CCONJ
emaj-141	157	40	reading	read	VERB
emaj-141	157	41	(	(	PUNCT
emaj-141	157	42	brazil	brazil	PROPN
emaj-141	157	43	=	=	SYM
emaj-141	157	44	407	407	NUM
emaj-141	157	45	points	point	NOUN
emaj-141	157	46	,	,	PUNCT
emaj-141	157	47	oecd	oecd	PROPN
emaj-141	157	48	=	=	SYM
emaj-141	157	49	493	493	NUM
emaj-141	157	50	points	point	NOUN
emaj-141	157	51	)	)	PUNCT
emaj-141	157	52	.	.	PUNCT
emaj-141	158	1	the	the	DET
emaj-141	158	2	average	average	NOUN
emaj-141	158	3	in	in	ADP
emaj-141	158	4	science	science	NOUN
emaj-141	158	5	has	have	AUX
emaj-141	158	6	remained	remain	VERB
emaj-141	158	7	stable	stable	ADJ
emaj-141	158	8	since	since	SCONJ
emaj-141	158	9	2006	2006	NUM
emaj-141	158	10	,	,	PUNCT
emaj-141	158	11	without	without	ADP
emaj-141	158	12	significant	significant	ADJ
emaj-141	158	13	change	change	NOUN
emaj-141	158	14	.	.	PUNCT
emaj-141	159	1	the	the	DET
emaj-141	159	2	same	same	ADJ
emaj-141	159	3	occurred	occur	VERB
emaj-141	159	4	in	in	ADP
emaj-141	159	5	reading	reading	NOUN
emaj-141	159	6	since	since	SCONJ
emaj-141	159	7	2000	2000	NUM
emaj-141	159	8	.	.	PUNCT
emaj-141	160	1	there	there	PRON
emaj-141	160	2	is	be	VERB
emaj-141	160	3	a	a	DET
emaj-141	160	4	small	small	ADJ
emaj-141	160	5	improvement	improvement	NOUN
emaj-141	160	6	only	only	ADV
emaj-141	160	7	in	in	ADP
emaj-141	160	8	mathematics	mathematic	NOUN
emaj-141	160	9	,	,	PUNCT
emaj-141	160	10	with	with	ADP
emaj-141	160	11	an	an	DET
emaj-141	160	12	increase	increase	NOUN
emaj-141	160	13	of	of	ADP
emaj-141	160	14	21	21	NUM
emaj-141	160	15	points	point	NOUN
emaj-141	160	16	in	in	ADP
emaj-141	160	17	the	the	DET
emaj-141	160	18	average	average	NOUN
emaj-141	160	19	of	of	ADP
emaj-141	160	20	students	student	NOUN
emaj-141	160	21	between	between	ADP
emaj-141	160	22	2003	2003	NUM
emaj-141	160	23	and	and	CCONJ
emaj-141	160	24	2015	2015	NUM
emaj-141	160	25	.	.	PUNCT
emaj-141	161	1	however	however	ADV
emaj-141	161	2	,	,	PUNCT
emaj-141	161	3	when	when	SCONJ
emaj-141	161	4	analysing	analyse	VERB
emaj-141	161	5	the	the	DET
emaj-141	161	6	period	period	NOUN
emaj-141	161	7	of	of	ADP
emaj-141	161	8	2012	2012	NUM
emaj-141	161	9	-	-	SYM
emaj-141	161	10	2015	2015	NUM
emaj-141	161	11	,	,	PUNCT
emaj-141	161	12	we	we	PRON
emaj-141	161	13	can	can	AUX
emaj-141	161	14	see	see	VERB
emaj-141	161	15	a	a	DET
emaj-141	161	16	decline	decline	NOUN
emaj-141	161	17	of	of	ADP
emaj-141	161	18	11	11	NUM
emaj-141	161	19	points	point	NOUN
emaj-141	161	20	on	on	ADP
emaj-141	161	21	average	average	ADJ
emaj-141	161	22	(	(	PUNCT
emaj-141	161	23	oecd	oecd	PROPN
emaj-141	161	24	,	,	PUNCT
emaj-141	161	25	2016	2016	NUM
emaj-141	161	26	)	)	PUNCT
emaj-141	161	27	.	.	PUNCT
emaj-141	162	1	when	when	SCONJ
emaj-141	162	2	analysing	analyse	VERB
emaj-141	162	3	the	the	DET
emaj-141	162	4	accumulated	accumulate	VERB
emaj-141	162	5	expenses	expense	NOUN
emaj-141	162	6	per	per	ADP
emaj-141	162	7	student	student	NOUN
emaj-141	162	8	aged	age	VERB
emaj-141	162	9	6	6	NUM
emaj-141	162	10	-	-	SYM
emaj-141	162	11	15	15	NUM
emaj-141	162	12	,	,	PUNCT
emaj-141	162	13	this	this	DET
emaj-141	162	14	value	value	NOUN
emaj-141	162	15	is	be	AUX
emaj-141	162	16	equivalent	equivalent	ADJ
emaj-141	162	17	to	to	ADP
emaj-141	162	18	42	42	NUM
emaj-141	162	19	%	%	NOUN
emaj-141	162	20	of	of	ADP
emaj-141	162	21	the	the	DET
emaj-141	162	22	average	average	NOUN
emaj-141	162	23	in	in	ADP
emaj-141	162	24	relation	relation	NOUN
emaj-141	162	25	to	to	ADP
emaj-141	162	26	the	the	DET
emaj-141	162	27	oecd	oecd	PROPN
emaj-141	162	28	countries	country	NOUN
emaj-141	162	29	.	.	PUNCT
emaj-141	163	1	in	in	ADP
emaj-141	163	2	the	the	DET
emaj-141	163	3	2012	2012	NUM
emaj-141	163	4	assessment	assessment	NOUN
emaj-141	163	5	,	,	PUNCT
emaj-141	163	6	this	this	DET
emaj-141	163	7	figure	figure	NOUN
emaj-141	163	8	was	be	AUX
emaj-141	163	9	32	32	NUM
emaj-141	163	10	%	%	NOUN
emaj-141	163	11	.	.	PUNCT
emaj-141	164	1	in	in	ADP
emaj-141	164	2	contrast	contrast	NOUN
emaj-141	164	3	,	,	PUNCT
emaj-141	164	4	when	when	SCONJ
emaj-141	164	5	analysing	analyse	VERB
emaj-141	164	6	countries	country	NOUN
emaj-141	164	7	such	such	ADJ
emaj-141	164	8	as	as	ADP
emaj-141	164	9	colombia	colombia	PROPN
emaj-141	164	10	,	,	PUNCT
emaj-141	164	11	mexico	mexico	PROPN
emaj-141	164	12	and	and	CCONJ
emaj-141	164	13	uruguay	uruguay	PROPN
emaj-141	164	14	,	,	PUNCT
emaj-141	164	15	it	it	PRON
emaj-141	164	16	was	be	AUX
emaj-141	164	17	found	find	VERB
emaj-141	164	18	that	that	SCONJ
emaj-141	164	19	these	these	DET
emaj-141	164	20	countries	country	NOUN
emaj-141	164	21	with	with	ADP
emaj-141	164	22	lower	low	ADJ
emaj-141	164	23	costs	cost	NOUN
emaj-141	164	24	per	per	ADP
emaj-141	164	25	student	student	NOUN
emaj-141	164	26	,	,	PUNCT
emaj-141	164	27	obtained	obtain	VERB
emaj-141	164	28	better	well	ADJ
emaj-141	164	29	results	result	NOUN
emaj-141	164	30	in	in	ADP
emaj-141	164	31	2015	2015	NUM
emaj-141	164	32	compared	compare	VERB
emaj-141	164	33	to	to	ADP
emaj-141	164	34	brazil	brazil	PROPN
emaj-141	164	35	(	(	PUNCT
emaj-141	164	36	oecd	oecd	PROPN
emaj-141	164	37	,	,	PUNCT
emaj-141	164	38	2016	2016	NUM
emaj-141	164	39	)	)	PUNCT
emaj-141	164	40	.	.	PUNCT
emaj-141	165	1	this	this	PRON
emaj-141	165	2	may	may	AUX
emaj-141	165	3	bring	bring	VERB
emaj-141	165	4	some	some	DET
emaj-141	165	5	thought	thought	NOUN
emaj-141	165	6	,	,	PUNCT
emaj-141	165	7	such	such	ADJ
emaj-141	165	8	as	as	ADP
emaj-141	165	9	probably	probably	ADV
emaj-141	165	10	the	the	DET
emaj-141	165	11	amount	amount	NOUN
emaj-141	165	12	itself	itself	PRON
emaj-141	165	13	brings	bring	VERB
emaj-141	165	14	some	some	DET
emaj-141	165	15	results	result	NOUN
emaj-141	165	16	.	.	PUNCT
emaj-141	166	1	however	however	ADV
emaj-141	166	2	,	,	PUNCT
emaj-141	166	3	better	well	ADJ
emaj-141	166	4	management	management	NOUN
emaj-141	166	5	of	of	ADP
emaj-141	166	6	this	this	DET
emaj-141	166	7	resources	resource	NOUN
emaj-141	166	8	can	can	AUX
emaj-141	166	9	result	result	VERB
emaj-141	166	10	in	in	ADP
emaj-141	166	11	greater	great	ADJ
emaj-141	166	12	impact	impact	NOUN
emaj-141	166	13	.	.	PUNCT
emaj-141	167	1	some	some	DET
emaj-141	167	2	countries	country	NOUN
emaj-141	167	3	have	have	VERB
emaj-141	167	4	satisfactory	satisfactory	ADJ
emaj-141	167	5	results	result	NOUN
emaj-141	167	6	in	in	ADP
emaj-141	167	7	pisa	pisa	NOUN
emaj-141	167	8	such	such	ADJ
emaj-141	167	9	as	as	ADP
emaj-141	167	10	canada	canada	PROPN
emaj-141	167	11	,	,	PUNCT
emaj-141	167	12	china	china	PROPN
emaj-141	167	13	,	,	PUNCT
emaj-141	167	14	finland	finland	PROPN
emaj-141	167	15	,	,	PUNCT
emaj-141	167	16	japan	japan	PROPN
emaj-141	167	17	and	and	CCONJ
emaj-141	167	18	singapore	singapore	PROPN
emaj-141	167	19	.	.	PUNCT
emaj-141	168	1	performance	performance	NOUN
emaj-141	168	2	is	be	AUX
emaj-141	168	3	closely	closely	ADV
emaj-141	168	4	related	relate	VERB
emaj-141	168	5	to	to	ADP
emaj-141	168	6	the	the	DET
emaj-141	168	7	distribution	distribution	NOUN
emaj-141	168	8	of	of	ADP
emaj-141	168	9	learning	learn	VERB
emaj-141	168	10	opportunities	opportunity	NOUN
emaj-141	168	11	,	,	PUNCT
emaj-141	168	12	spending	spend	VERB
emaj-141	168	13	on	on	ADP
emaj-141	168	14	education	education	NOUN
emaj-141	168	15	,	,	PUNCT
emaj-141	168	16	teacher	teacher	NOUN
emaj-141	168	17	quality	quality	NOUN
emaj-141	168	18	,	,	PUNCT
emaj-141	168	19	and	and	CCONJ
emaj-141	168	20	the	the	DET
emaj-141	168	21	economic	economic	ADJ
emaj-141	168	22	context	context	NOUN
emaj-141	168	23	of	of	ADP
emaj-141	168	24	these	these	DET
emaj-141	168	25	countries	country	NOUN
emaj-141	168	26	,	,	PUNCT
emaj-141	168	27	which	which	PRON
emaj-141	168	28	have	have	VERB
emaj-141	168	29	a	a	DET
emaj-141	168	30	variety	variety	NOUN
emaj-141	168	31	of	of	ADP
emaj-141	168	32	educational	educational	ADJ
emaj-141	168	33	policies	policy	NOUN
emaj-141	168	34	and	and	CCONJ
emaj-141	168	35	practices	practice	NOUN
emaj-141	168	36	that	that	PRON
emaj-141	168	37	can	can	AUX
emaj-141	168	38	serve	serve	VERB
emaj-141	168	39	as	as	ADP
emaj-141	168	40	a	a	DET
emaj-141	168	41	model	model	NOUN
emaj-141	168	42	(	(	PUNCT
emaj-141	168	43	oecd	oecd	PROPN
emaj-141	168	44	,	,	PUNCT
emaj-141	168	45	2011	2011	NUM
emaj-141	168	46	)	)	PUNCT
emaj-141	168	47	.	.	PUNCT
emaj-141	169	1	at	at	ADP
emaj-141	169	2	pisa	pisa	PROPN
emaj-141	169	3	2015	2015	NUM
emaj-141	169	4	,	,	PUNCT
emaj-141	169	5	singapore	singapore	PROPN
emaj-141	169	6	has	have	AUX
emaj-141	169	7	outperformed	outperform	VERB
emaj-141	169	8	all	all	DET
emaj-141	169	9	other	other	ADJ
emaj-141	169	10	participating	participate	VERB
emaj-141	169	11	countries	country	NOUN
emaj-141	169	12	,	,	PUNCT
emaj-141	169	13	represented	represent	VERB
emaj-141	169	14	by	by	ADP
emaj-141	169	15	major	major	ADJ
emaj-141	169	16	economies	economy	NOUN
emaj-141	169	17	such	such	ADJ
emaj-141	169	18	as	as	ADP
emaj-141	169	19	japan	japan	PROPN
emaj-141	169	20	,	,	PUNCT
emaj-141	169	21	estonia	estonia	PROPN
emaj-141	169	22	,	,	PUNCT
emaj-141	169	23	finland	finland	PROPN
emaj-141	169	24	and	and	CCONJ
emaj-141	169	25	canada	canada	PROPN
emaj-141	169	26	.	.	PUNCT
emaj-141	170	1	another	another	DET
emaj-141	170	2	important	important	ADJ
emaj-141	170	3	fact	fact	NOUN
emaj-141	170	4	is	be	AUX
emaj-141	170	5	that	that	SCONJ
emaj-141	170	6	approximately	approximately	ADV
emaj-141	170	7	20	20	NUM
emaj-141	170	8	%	%	NOUN
emaj-141	170	9	of	of	ADP
emaj-141	170	10	students	student	NOUN
emaj-141	170	11	are	be	AUX
emaj-141	170	12	below	below	ADP
emaj-141	170	13	level	level	NOUN
emaj-141	170	14	2	2	NUM
emaj-141	170	15	.	.	X
emaj-141	170	16	that	that	PRON
emaj-141	170	17	is	is	ADV
emaj-141	170	18	,	,	PUNCT
emaj-141	170	19	these	these	DET
emaj-141	170	20	students	student	NOUN
emaj-141	170	21	have	have	VERB
emaj-141	170	22	a	a	DET
emaj-141	170	23	low	low	ADJ
emaj-141	170	24	level	level	NOUN
emaj-141	170	25	of	of	ADP
emaj-141	170	26	science	science	NOUN
emaj-141	170	27	proficiency	proficiency	NOUN
emaj-141	170	28	.	.	PUNCT
emaj-141	171	1	in	in	ADP
emaj-141	171	2	addition	addition	NOUN
emaj-141	171	3	,	,	PUNCT
emaj-141	171	4	this	this	PRON
emaj-141	171	5	becomes	become	VERB
emaj-141	171	6	alarming	alarming	ADJ
emaj-141	171	7	when	when	SCONJ
emaj-141	171	8	considering	consider	VERB
emaj-141	171	9	scientific	scientific	ADJ
emaj-141	171	10	literacy	literacy	NOUN
emaj-141	171	11	linked	link	VERB
emaj-141	171	12	to	to	ADP
emaj-141	171	13	economic	economic	ADJ
emaj-141	171	14	growth	growth	NOUN
emaj-141	171	15	.	.	PUNCT
emaj-141	172	1	it	it	PRON
emaj-141	172	2	means	mean	VERB
emaj-141	172	3	that	that	SCONJ
emaj-141	172	4	to	to	PART
emaj-141	172	5	find	find	VERB
emaj-141	172	6	complex	complex	ADJ
emaj-141	172	7	solutions	solution	NOUN
emaj-141	172	8	to	to	ADP
emaj-141	172	9	a	a	DET
emaj-141	172	10	range	range	NOUN
emaj-141	172	11	of	of	ADP
emaj-141	172	12	problems	problem	NOUN
emaj-141	172	13	,	,	PUNCT
emaj-141	172	14	including	include	VERB
emaj-141	172	15	environmental	environmental	ADJ
emaj-141	172	16	problems	problem	NOUN
emaj-141	172	17	,	,	PUNCT
emaj-141	172	18	one	one	PRON
emaj-141	172	19	can	can	AUX
emaj-141	172	20	not	not	PART
emaj-141	172	21	rely	rely	VERB
emaj-141	172	22	solely	solely	ADV
emaj-141	172	23	on	on	ADP
emaj-141	172	24	the	the	DET
emaj-141	172	25	support	support	NOUN
emaj-141	172	26	and	and	CCONJ
emaj-141	172	27	engagement	engagement	NOUN
emaj-141	172	28	of	of	ADP
emaj-141	172	29	future	future	ADJ
emaj-141	172	30	scientists	scientist	NOUN
emaj-141	172	31	.	.	PUNCT
emaj-141	173	1	there	there	PRON
emaj-141	173	2	will	will	AUX
emaj-141	173	3	be	be	AUX
emaj-141	173	4	problems	problem	NOUN
emaj-141	173	5	to	to	PART
emaj-141	173	6	be	be	AUX
emaj-141	173	7	faced	face	VERB
emaj-141	173	8	by	by	ADP
emaj-141	173	9	all	all	DET
emaj-141	173	10	citizens	citizen	NOUN
emaj-141	173	11	.	.	PUNCT
emaj-141	174	1	however	however	ADV
emaj-141	174	2	,	,	PUNCT
emaj-141	174	3	in	in	ADP
emaj-141	174	4	most	most	ADJ
emaj-141	174	5	countries	country	NOUN
emaj-141	174	6	,	,	PUNCT
emaj-141	174	7	science	science	NOUN
emaj-141	174	8	performance	performance	NOUN
emaj-141	174	9	has	have	AUX
emaj-141	174	10	remained	remain	VERB
emaj-141	174	11	unchanged	unchanged	ADJ
emaj-141	174	12	since	since	SCONJ
emaj-141	174	13	2006	2006	NUM
emaj-141	174	14	,	,	PUNCT
emaj-141	174	15	apart	apart	ADV
emaj-141	174	16	from	from	ADP
emaj-141	174	17	colombia	colombia	PROPN
emaj-141	174	18	,	,	PUNCT
emaj-141	174	19	israel	israel	PROPN
emaj-141	174	20	,	,	PUNCT
emaj-141	174	21	macau	macau	PROPN
emaj-141	174	22	(	(	PUNCT
emaj-141	174	23	china	china	PROPN
emaj-141	174	24	)	)	PUNCT
emaj-141	174	25	,	,	PUNCT
emaj-141	174	26	portugal	portugal	PROPN
emaj-141	174	27	,	,	PUNCT
emaj-141	174	28	qatar	qatar	PROPN
emaj-141	174	29	,	,	PUNCT
emaj-141	174	30	and	and	CCONJ
emaj-141	174	31	romania	romania	PROPN
emaj-141	174	32	(	(	PUNCT
emaj-141	174	33	oecd	oecd	PROPN
emaj-141	174	34	,	,	PUNCT
emaj-141	174	35	2016	2016	NUM
emaj-141	174	36	)	)	PUNCT
emaj-141	174	37	.	.	PUNCT
emaj-141	175	1	5	5	X
emaj-141	175	2	.	.	X
emaj-141	175	3	innovation	innovation	NOUN
emaj-141	175	4	in	in	ADP
emaj-141	175	5	brazil	brazil	PROPN
emaj-141	175	6	finally	finally	ADV
emaj-141	175	7	,	,	PUNCT
emaj-141	175	8	it	it	PRON
emaj-141	175	9	is	be	AUX
emaj-141	175	10	necessary	necessary	ADJ
emaj-141	175	11	to	to	PART
emaj-141	175	12	discuss	discuss	VERB
emaj-141	175	13	and	and	CCONJ
emaj-141	175	14	reflect	reflect	VERB
emaj-141	175	15	on	on	ADP
emaj-141	175	16	innovation	innovation	NOUN
emaj-141	175	17	in	in	ADP
emaj-141	175	18	brazil	brazil	PROPN
emaj-141	175	19	.	.	PUNCT
emaj-141	176	1	studies	study	NOUN
emaj-141	176	2	on	on	ADP
emaj-141	176	3	innovation	innovation	NOUN
emaj-141	176	4	in	in	ADP
emaj-141	176	5	emerging	emerge	VERB
emaj-141	176	6	countries	country	NOUN
emaj-141	176	7	are	be	AUX
emaj-141	176	8	still	still	ADV
emaj-141	176	9	not	not	PART
emaj-141	176	10	frequent	frequent	ADJ
emaj-141	176	11	.	.	PUNCT
emaj-141	177	1	most	most	ADJ
emaj-141	177	2	research	research	NOUN
emaj-141	177	3	is	be	AUX
emaj-141	177	4	on	on	ADP
emaj-141	177	5	innovation	innovation	NOUN
emaj-141	177	6	in	in	ADP
emaj-141	177	7	countries	country	NOUN
emaj-141	177	8	that	that	PRON
emaj-141	177	9	have	have	VERB
emaj-141	177	10	well	well	ADV
emaj-141	177	11	-	-	PUNCT
emaj-141	177	12	structured	structure	VERB
emaj-141	177	13	and	and	CCONJ
emaj-141	177	14	mature	mature	ADJ
emaj-141	177	15	innovation	innovation	NOUN
emaj-141	177	16	systems	system	NOUN
emaj-141	177	17	,	,	PUNCT
emaj-141	177	18	as	as	SCONJ
emaj-141	177	19	already	already	ADV
emaj-141	177	20	mentioned	mention	VERB
emaj-141	177	21	.	.	PUNCT
emaj-141	178	1	brazil	brazil	PROPN
emaj-141	178	2	is	be	AUX
emaj-141	178	3	one	one	NUM
emaj-141	178	4	of	of	ADP
emaj-141	178	5	the	the	DET
emaj-141	178	6	largest	large	ADJ
emaj-141	178	7	emerging	emerge	VERB
emaj-141	178	8	economies	economy	NOUN
emaj-141	178	9	in	in	ADP
emaj-141	178	10	latin	latin	PROPN
emaj-141	178	11	america	america	PROPN
emaj-141	178	12	,	,	PUNCT
emaj-141	178	13	with	with	ADP
emaj-141	178	14	an	an	DET
emaj-141	178	15	incipient	incipient	ADJ
emaj-141	178	16	national	national	ADJ
emaj-141	178	17	innovation	innovation	NOUN
emaj-141	178	18	system	system	NOUN
emaj-141	178	19	.	.	PUNCT
emaj-141	179	1	in	in	ADP
emaj-141	179	2	this	this	DET
emaj-141	179	3	context	context	NOUN
emaj-141	179	4	,	,	PUNCT
emaj-141	179	5	brazil	brazil	PROPN
emaj-141	179	6	stands	stand	VERB
emaj-141	179	7	out	out	ADP
emaj-141	179	8	in	in	ADP
emaj-141	179	9	general	general	ADJ
emaj-141	179	10	for	for	ADP
emaj-141	179	11	maintaining	maintain	VERB
emaj-141	179	12	low	low	ADJ
emaj-141	179	13	investments	investment	NOUN
emaj-141	179	14	in	in	ADP
emaj-141	179	15	r&d	r&d	NOUN
emaj-141	179	16	;	;	PUNCT
emaj-141	179	17	economic	economic	ADJ
emaj-141	179	18	and	and	CCONJ
emaj-141	179	19	political	political	ADJ
emaj-141	179	20	volatility	volatility	NOUN
emaj-141	179	21	;	;	PUNCT
emaj-141	179	22	high	high	ADJ
emaj-141	179	23	levels	level	NOUN
emaj-141	179	24	of	of	ADP
emaj-141	179	25	corruption	corruption	NOUN
emaj-141	179	26	;	;	PUNCT
emaj-141	179	27	decline	decline	NOUN
emaj-141	179	28	in	in	ADP
emaj-141	179	29	recognition	recognition	NOUN
emaj-141	179	30	of	of	ADP
emaj-141	179	31	the	the	DET
emaj-141	179	32	number	number	NOUN
emaj-141	179	33	of	of	ADP
emaj-141	179	34	workers	worker	NOUN
emaj-141	179	35	in	in	ADP
emaj-141	179	36	slave	slave	NOUN
emaj-141	179	37	condition	condition	NOUN
emaj-141	179	38	;	;	PUNCT
emaj-141	179	39	low	low	ADJ
emaj-141	179	40	quality	quality	NOUN
emaj-141	179	41	of	of	ADP
emaj-141	179	42	education	education	NOUN
emaj-141	179	43	,	,	PUNCT
emaj-141	179	44	low	low	ADJ
emaj-141	179	45	capacity	capacity	NOUN
emaj-141	179	46	of	of	ADP
emaj-141	179	47	industries	industry	NOUN
emaj-141	179	48	to	to	PART
emaj-141	179	49	generate	generate	VERB
emaj-141	179	50	innovation	innovation	NOUN
emaj-141	179	51	,	,	PUNCT
emaj-141	179	52	often	often	ADV
emaj-141	179	53	transferred	transfer	VERB
emaj-141	179	54	from	from	ADP
emaj-141	179	55	foreign	foreign	ADJ
emaj-141	179	56	sources	source	NOUN
emaj-141	179	57	and	and	CCONJ
emaj-141	179	58	financial	financial	ADJ
emaj-141	179	59	constraints	constraint	NOUN
emaj-141	179	60	.	.	PUNCT
emaj-141	180	1	another	another	DET
emaj-141	180	2	disadvantage	disadvantage	NOUN
emaj-141	180	3	is	be	AUX
emaj-141	180	4	the	the	DET
emaj-141	180	5	percentage	percentage	NOUN
emaj-141	180	6	of	of	ADP
emaj-141	180	7	gdp	gdp	NOUN
emaj-141	180	8	invested	invest	VERB
emaj-141	180	9	in	in	ADP
emaj-141	180	10	r&d	r&d	NOUN
emaj-141	180	11	that	that	PRON
emaj-141	180	12	is	be	AUX
emaj-141	180	13	below	below	ADP
emaj-141	180	14	1.2	1.2	NUM
emaj-141	180	15	%	%	NOUN
emaj-141	180	16	,	,	PUNCT
emaj-141	180	17	while	while	SCONJ
emaj-141	180	18	eu	eu	PROPN
emaj-141	180	19	countries	country	NOUN
emaj-141	180	20	invest	invest	VERB
emaj-141	180	21	over	over	ADP
emaj-141	180	22	2	2	NUM
emaj-141	180	23	%	%	NOUN
emaj-141	180	24	and	and	CCONJ
emaj-141	180	25	oecd	oecd	PROPN
emaj-141	180	26	members	member	NOUN
emaj-141	180	27	above	above	ADP
emaj-141	180	28	2.5	2.5	NUM
emaj-141	180	29	%	%	NOUN
emaj-141	180	30	(	(	PUNCT
emaj-141	180	31	frank	frank	PROPN
emaj-141	180	32	et	et	PROPN
emaj-141	180	33	al	al	PROPN
emaj-141	180	34	,	,	PUNCT
emaj-141	180	35	2016	2016	NUM
emaj-141	180	36	)	)	PUNCT
emaj-141	180	37	.	.	PUNCT
emaj-141	181	1	but	but	CCONJ
emaj-141	181	2	,	,	PUNCT
emaj-141	181	3	brazil	brazil	PROPN
emaj-141	181	4	has	have	AUX
emaj-141	181	5	carried	carry	VERB
emaj-141	181	6	out	out	ADP
emaj-141	181	7	a	a	DET
emaj-141	181	8	set	set	NOUN
emaj-141	181	9	of	of	ADP
emaj-141	181	10	large	large	ADJ
emaj-141	181	11	-	-	PUNCT
emaj-141	181	12	scale	scale	NOUN
emaj-141	181	13	policies	policy	NOUN
emaj-141	181	14	and	and	CCONJ
emaj-141	181	15	successful	successful	ADJ
emaj-141	181	16	investment	investment	NOUN
emaj-141	181	17	programs	program	NOUN
emaj-141	181	18	aimed	aim	VERB
emaj-141	181	19	at	at	ADP
emaj-141	181	20	fostering	foster	VERB
emaj-141	181	21	innovation	innovation	NOUN
emaj-141	181	22	in	in	ADP
emaj-141	181	23	the	the	DET
emaj-141	181	24	recent	recent	ADJ
emaj-141	181	25	years	year	NOUN
emaj-141	181	26	.	.	PUNCT
emaj-141	182	1	the	the	DET
emaj-141	182	2	national	national	ADJ
emaj-141	182	3	innovation	innovation	NOUN
emaj-141	182	4	system	system	NOUN
emaj-141	182	5	has	have	AUX
emaj-141	182	6	evolved	evolve	VERB
emaj-141	182	7	in	in	ADP
emaj-141	182	8	recent	recent	ADJ
emaj-141	182	9	years	year	NOUN
emaj-141	182	10	between	between	ADP
emaj-141	182	11	1980	1980	NUM
emaj-141	182	12	and	and	CCONJ
emaj-141	182	13	2008	2008	NUM
emaj-141	182	14	,	,	PUNCT
emaj-141	182	15	with	with	ADP
emaj-141	182	16	increased	increase	VERB
emaj-141	182	17	investments	investment	NOUN
emaj-141	182	18	in	in	ADP
emaj-141	182	19	r&d	r&d	NOUN
emaj-141	182	20	,	,	PUNCT
emaj-141	182	21	increased	increase	VERB
emaj-141	182	22	intellectual	intellectual	ADJ
emaj-141	182	23	property	property	NOUN
emaj-141	182	24	,	,	PUNCT
emaj-141	182	25	implementation	implementation	NOUN
emaj-141	182	26	of	of	ADP
emaj-141	182	27	policy	policy	NOUN
emaj-141	182	28	instruments	instrument	NOUN
emaj-141	182	29	that	that	PRON
emaj-141	182	30	support	support	VERB
emaj-141	182	31	innovation	innovation	NOUN
emaj-141	182	32	,	,	PUNCT
emaj-141	182	33	improvement	improvement	NOUN
emaj-141	182	34	in	in	ADP
emaj-141	182	35	education	education	NOUN
emaj-141	182	36	,	,	PUNCT
emaj-141	182	37	improvement	improvement	NOUN
emaj-141	182	38	in	in	ADP
emaj-141	182	39	the	the	DET
emaj-141	182	40	performance	performance	NOUN
emaj-141	182	41	of	of	ADP
emaj-141	182	42	science	science	NOUN
emaj-141	182	43	and	and	CCONJ
emaj-141	182	44	technology	technology	NOUN
emaj-141	182	45	institutions	institution	NOUN
emaj-141	182	46	(	(	PUNCT
emaj-141	182	47	s&t	s&t	PROPN
emaj-141	182	48	)	)	PUNCT
emaj-141	182	49	in	in	ADP
emaj-141	182	50	terms	term	NOUN
emaj-141	182	51	of	of	ADP
emaj-141	182	52	publications	publication	NOUN
emaj-141	182	53	,	,	PUNCT
emaj-141	182	54	visibility	visibility	NOUN
emaj-141	182	55	and	and	CCONJ
emaj-141	182	56	innovation	innovation	NOUN
emaj-141	182	57	;	;	PUNCT
emaj-141	182	58	institutional	institutional	ADJ
emaj-141	182	59	support	support	NOUN
emaj-141	182	60	to	to	ADP
emaj-141	182	61	more	more	ADV
emaj-141	182	62	structured	structured	ADJ
emaj-141	182	63	innovation	innovation	NOUN
emaj-141	182	64	and	and	CCONJ
emaj-141	182	65	development	development	NOUN
emaj-141	182	66	modalities	modality	NOUN
emaj-141	182	67	being	be	AUX
emaj-141	182	68	created	create	VERB
emaj-141	182	69	by	by	ADP
emaj-141	182	70	the	the	DET
emaj-141	182	71	financier	financier	NOUN
emaj-141	182	72	of	of	ADP
emaj-141	182	73	studies	study	NOUN
emaj-141	182	74	and	and	CCONJ
emaj-141	182	75	projects	project	NOUN
emaj-141	182	76	(	(	PUNCT
emaj-141	182	77	finep	finep	NOUN
emaj-141	182	78	–	–	PUNCT
emaj-141	182	79	in	in	ADP
emaj-141	182	80	portuguese	portuguese	NOUN
emaj-141	182	81	)	)	PUNCT
emaj-141	182	82	,	,	PUNCT
emaj-141	182	83	or	or	CCONJ
emaj-141	182	84	by	by	ADP
emaj-141	182	85	the	the	DET
emaj-141	182	86	national	national	PROPN
emaj-141	182	87	bank	bank	PROPN
emaj-141	182	88	for	for	ADP
emaj-141	182	89	economic	economic	ADJ
emaj-141	182	90	and	and	CCONJ
emaj-141	182	91	social	social	ADJ
emaj-141	182	92	development	development	NOUN
emaj-141	182	93	(	(	PUNCT
emaj-141	182	94	bndes	bnde	NOUN
emaj-141	182	95	–	–	PUNCT
emaj-141	182	96	in	in	ADP
emaj-141	182	97	portuguese	portuguese	NOUN
emaj-141	182	98	)	)	PUNCT
emaj-141	182	99	(	(	PUNCT
emaj-141	182	100	frank	frank	PROPN
emaj-141	182	101	et	et	PROPN
emaj-141	182	102	al	al	PROPN
emaj-141	182	103	.	.	PROPN
emaj-141	182	104	,	,	PUNCT
emaj-141	182	105	2016	2016	NUM
emaj-141	182	106	)	)	PUNCT
emaj-141	182	107	.	.	PUNCT
emaj-141	183	1	there	there	PRON
emaj-141	183	2	is	be	VERB
emaj-141	183	3	a	a	DET
emaj-141	183	4	set	set	NOUN
emaj-141	183	5	of	of	ADP
emaj-141	183	6	research	research	NOUN
emaj-141	183	7	,	,	PUNCT
emaj-141	183	8	development	development	NOUN
emaj-141	183	9	and	and	CCONJ
emaj-141	183	10	business	business	NOUN
emaj-141	183	11	institutions	institution	NOUN
emaj-141	183	12	that	that	PRON
emaj-141	183	13	play	play	VERB
emaj-141	183	14	a	a	DET
emaj-141	183	15	major	major	ADJ
emaj-141	183	16	role	role	NOUN
emaj-141	183	17	in	in	ADP
emaj-141	183	18	brazilian	brazilian	ADJ
emaj-141	183	19	innovation	innovation	NOUN
emaj-141	183	20	,	,	PUNCT
emaj-141	183	21	such	such	ADJ
emaj-141	183	22	as	as	ADP
emaj-141	183	23	finep	finep	NOUN
emaj-141	183	24	,	,	PUNCT
emaj-141	183	25	the	the	DET
emaj-141	183	26	são	são	PROPN
emaj-141	183	27	paulo	paulo	PROPN
emaj-141	183	28	state	state	PROPN
emaj-141	183	29	research	research	PROPN
emaj-141	183	30	foundation	foundation	PROPN
emaj-141	183	31	(	(	PUNCT
emaj-141	183	32	fapesp	fapesp	PROPN
emaj-141	183	33	)	)	PUNCT
emaj-141	183	34	the	the	DET
emaj-141	183	35	small	small	ADJ
emaj-141	183	36	volume	volume	NOUN
emaj-141	183	37	7	7	NUM
emaj-141	183	38	no	no	DET
emaj-141	183	39	2	2	NUM
emaj-141	183	40	(	(	PUNCT
emaj-141	183	41	2017	2017	NUM
emaj-141	183	42	)	)	PUNCT
emaj-141	183	43	|	|	ADV
emaj-141	183	44	issn	issn	VERB
emaj-141	183	45	2158	2158	NUM
emaj-141	183	46	-	-	SYM
emaj-141	183	47	8708	8708	NUM
emaj-141	183	48	(	(	PUNCT
emaj-141	183	49	online	online	NOUN
emaj-141	183	50	)	)	PUNCT
emaj-141	183	51	|	|	ADV
emaj-141	183	52	doi	doi	X
emaj-141	183	53	10.5195	10.5195	NUM
emaj-141	183	54	/	/	SYM
emaj-141	183	55	emaj.2017.141	emaj.2017.141	PROPN
emaj-141	183	56	|	|	NOUN
emaj-141	183	57	http://emaj.pitt.edu	http://emaj.pitt.edu	PROPN
emaj-141	183	58	marisa	marisa	PROPN
emaj-141	183	59	moser	moser	PROPN
emaj-141	183	60	,	,	PUNCT
emaj-141	183	61	mauri	mauri	PROPN
emaj-141	183	62	aparecido	aparecido	PROPN
emaj-141	183	63	de	de	PROPN
emaj-141	183	64	oliveira	oliveira	PROPN
emaj-141	183	65	,	,	PUNCT
emaj-141	183	66	ricardo	ricardo	PROPN
emaj-141	183	67	luiz	luiz	PROPN
emaj-141	183	68	pereira	pereira	PROPN
emaj-141	183	69	bueno	bueno	PROPN
emaj-141	183	70	emerging	emerge	VERB
emaj-141	183	71	markets	market	NOUN
emaj-141	183	72	journal	journal	NOUN
emaj-141	183	73	|	|	ADV
emaj-141	183	74	p	p	NOUN
emaj-141	183	75	a	a	DET
emaj-141	183	76	g	g	NOUN
emaj-141	183	77	e	e	PROPN
emaj-141	183	78	|23	|23	PROPN
emaj-141	183	79	business	business	NOUN
emaj-141	183	80	innovation	innovation	NOUN
emaj-141	183	81	research	research	NOUN
emaj-141	183	82	program	program	NOUN
emaj-141	183	83	(	(	PUNCT
emaj-141	183	84	pipe	pipe	NOUN
emaj-141	183	85	)	)	PUNCT
emaj-141	183	86	,	,	PUNCT
emaj-141	183	87	the	the	DET
emaj-141	183	88	brazilian	brazilian	ADJ
emaj-141	183	89	agricultural	agricultural	ADJ
emaj-141	183	90	research	research	NOUN
emaj-141	183	91	company	company	NOUN
emaj-141	183	92	(	(	PUNCT
emaj-141	183	93	embrapa	embrapa	PROPN
emaj-141	183	94	)	)	PUNCT
emaj-141	183	95	,	,	PUNCT
emaj-141	183	96	the	the	DET
emaj-141	183	97	brazilian	brazilian	ADJ
emaj-141	183	98	industrial	industrial	ADJ
emaj-141	183	99	research	research	NOUN
emaj-141	183	100	and	and	CCONJ
emaj-141	183	101	innovation	innovation	NOUN
emaj-141	183	102	company	company	NOUN
emaj-141	183	103	(	(	PUNCT
emaj-141	183	104	embrapii	embrapii	PROPN
emaj-141	183	105	)	)	PUNCT
emaj-141	183	106	,	,	PUNCT
emaj-141	183	107	and	and	CCONJ
emaj-141	183	108	embraer	embraer	PROPN
emaj-141	183	109	.	.	PUNCT
emaj-141	183	110	finep	finep	PROPN
emaj-141	183	111	was	be	AUX
emaj-141	183	112	created	create	VERB
emaj-141	183	113	in	in	ADP
emaj-141	183	114	july	july	PROPN
emaj-141	183	115	1967	1967	NUM
emaj-141	183	116	to	to	PART
emaj-141	183	117	finance	finance	VERB
emaj-141	183	118	the	the	DET
emaj-141	183	119	preparation	preparation	NOUN
emaj-141	183	120	of	of	ADP
emaj-141	183	121	studies	study	NOUN
emaj-141	183	122	for	for	ADP
emaj-141	183	123	economic	economic	ADJ
emaj-141	183	124	development	development	NOUN
emaj-141	183	125	projects	project	NOUN
emaj-141	183	126	and	and	CCONJ
emaj-141	183	127	programs	program	NOUN
emaj-141	183	128	,	,	PUNCT
emaj-141	183	129	as	as	ADV
emaj-141	183	130	well	well	ADV
emaj-141	183	131	as	as	ADP
emaj-141	183	132	to	to	PART
emaj-141	183	133	improve	improve	VERB
emaj-141	183	134	national	national	ADJ
emaj-141	183	135	technology	technology	NOUN
emaj-141	183	136	.	.	PUNCT
emaj-141	184	1	with	with	ADP
emaj-141	184	2	the	the	DET
emaj-141	184	3	creation	creation	NOUN
emaj-141	184	4	of	of	ADP
emaj-141	184	5	the	the	DET
emaj-141	184	6	then	then	PROPN
emaj-141	184	7	ministry	ministry	PROPN
emaj-141	184	8	of	of	ADP
emaj-141	184	9	science	science	NOUN
emaj-141	184	10	and	and	CCONJ
emaj-141	184	11	technology	technology	NOUN
emaj-141	184	12	(	(	PUNCT
emaj-141	184	13	mct	mct	PROPN
emaj-141	184	14	)	)	PUNCT
emaj-141	184	15	in	in	ADP
emaj-141	184	16	march	march	PROPN
emaj-141	184	17	1985	1985	NUM
emaj-141	184	18	,	,	PUNCT
emaj-141	184	19	finep	finep	NOUN
emaj-141	184	20	became	became	AUX
emaj-141	184	21	associated	associate	VERB
emaj-141	184	22	with	with	ADP
emaj-141	184	23	it	it	PRON
emaj-141	184	24	.	.	PUNCT
emaj-141	185	1	according	accord	VERB
emaj-141	185	2	to	to	ADP
emaj-141	185	3	finep	finep	NOUN
emaj-141	185	4	's	's	PART
emaj-141	185	5	operational	operational	ADJ
emaj-141	185	6	policy	policy	NOUN
emaj-141	185	7	(	(	PUNCT
emaj-141	185	8	2016	2016	NUM
emaj-141	185	9	)	)	PUNCT
emaj-141	185	10	,	,	PUNCT
emaj-141	185	11	lines	line	NOUN
emaj-141	185	12	of	of	ADP
emaj-141	185	13	action	action	NOUN
emaj-141	185	14	have	have	AUX
emaj-141	185	15	been	be	AUX
emaj-141	185	16	developed	develop	VERB
emaj-141	185	17	for	for	ADP
emaj-141	185	18	types	type	NOUN
emaj-141	185	19	of	of	ADP
emaj-141	185	20	innovation	innovation	NOUN
emaj-141	185	21	,	,	PUNCT
emaj-141	185	22	such	such	ADJ
emaj-141	185	23	as	as	ADP
emaj-141	185	24	:	:	PUNCT
emaj-141	185	25	(	(	PUNCT
emaj-141	185	26	a	a	X
emaj-141	185	27	)	)	PUNCT
emaj-141	185	28	pioneering	pioneer	VERB
emaj-141	185	29	innovation	innovation	NOUN
emaj-141	185	30	:	:	PUNCT
emaj-141	185	31	strategic	strategic	ADJ
emaj-141	185	32	innovation	innovation	NOUN
emaj-141	185	33	plans	plan	VERB
emaj-141	185	34	that	that	PRON
emaj-141	185	35	present	present	VERB
emaj-141	185	36	a	a	DET
emaj-141	185	37	high	high	ADJ
emaj-141	185	38	degree	degree	NOUN
emaj-141	185	39	of	of	ADP
emaj-141	185	40	innovation	innovation	NOUN
emaj-141	185	41	and	and	CCONJ
emaj-141	185	42	relevance	relevance	NOUN
emaj-141	185	43	for	for	ADP
emaj-141	185	44	the	the	DET
emaj-141	185	45	economic	economic	ADJ
emaj-141	185	46	sector	sector	NOUN
emaj-141	185	47	,	,	PUNCT
emaj-141	185	48	resulting	result	VERB
emaj-141	185	49	in	in	ADP
emaj-141	185	50	innovations	innovation	NOUN
emaj-141	185	51	through	through	ADP
emaj-141	185	52	the	the	DET
emaj-141	185	53	development	development	NOUN
emaj-141	185	54	of	of	ADP
emaj-141	185	55	products	product	NOUN
emaj-141	185	56	,	,	PUNCT
emaj-141	185	57	processes	process	NOUN
emaj-141	185	58	or	or	CCONJ
emaj-141	185	59	services	service	NOUN
emaj-141	185	60	unprecedented	unprecedented	ADJ
emaj-141	185	61	for	for	ADP
emaj-141	185	62	brazil	brazil	PROPN
emaj-141	185	63	;	;	PUNCT
emaj-141	185	64	(	(	PUNCT
emaj-141	185	65	b	b	X
emaj-141	185	66	)	)	PUNCT
emaj-141	185	67	innovation	innovation	NOUN
emaj-141	185	68	for	for	ADP
emaj-141	185	69	competitiveness	competitiveness	NOUN
emaj-141	185	70	:	:	PUNCT
emaj-141	185	71	strategic	strategic	ADJ
emaj-141	185	72	plans	plan	NOUN
emaj-141	185	73	of	of	ADP
emaj-141	185	74	innovation	innovation	NOUN
emaj-141	185	75	focused	focus	VERB
emaj-141	185	76	on	on	ADP
emaj-141	185	77	the	the	DET
emaj-141	185	78	development	development	NOUN
emaj-141	185	79	or	or	CCONJ
emaj-141	185	80	improvement	improvement	NOUN
emaj-141	185	81	of	of	ADP
emaj-141	185	82	products	product	NOUN
emaj-141	185	83	with	with	ADP
emaj-141	185	84	the	the	DET
emaj-141	185	85	potential	potential	NOUN
emaj-141	185	86	to	to	PART
emaj-141	185	87	impact	impact	VERB
emaj-141	185	88	the	the	DET
emaj-141	185	89	competitive	competitive	ADJ
emaj-141	185	90	ranking	ranking	NOUN
emaj-141	185	91	of	of	ADP
emaj-141	185	92	the	the	DET
emaj-141	185	93	company	company	NOUN
emaj-141	185	94	in	in	ADP
emaj-141	185	95	the	the	DET
emaj-141	185	96	market	market	NOUN
emaj-141	185	97	;	;	PUNCT
emaj-141	185	98	(	(	PUNCT
emaj-141	185	99	c	c	X
emaj-141	185	100	)	)	PUNCT
emaj-141	185	101	innovation	innovation	NOUN
emaj-141	185	102	for	for	ADP
emaj-141	185	103	performance	performance	NOUN
emaj-141	185	104	:	:	PUNCT
emaj-141	185	105	innovation	innovation	NOUN
emaj-141	185	106	of	of	ADP
emaj-141	185	107	products	product	NOUN
emaj-141	185	108	in	in	ADP
emaj-141	185	109	the	the	DET
emaj-141	185	110	scope	scope	NOUN
emaj-141	185	111	of	of	ADP
emaj-141	185	112	the	the	DET
emaj-141	185	113	company	company	NOUN
emaj-141	185	114	that	that	PRON
emaj-141	185	115	can	can	AUX
emaj-141	185	116	impact	impact	VERB
emaj-141	185	117	the	the	DET
emaj-141	185	118	productivity	productivity	NOUN
emaj-141	185	119	of	of	ADP
emaj-141	185	120	the	the	DET
emaj-141	185	121	company	company	NOUN
emaj-141	185	122	,	,	PUNCT
emaj-141	185	123	costs	cost	NOUN
emaj-141	185	124	or	or	CCONJ
emaj-141	185	125	the	the	DET
emaj-141	185	126	performance	performance	NOUN
emaj-141	185	127	of	of	ADP
emaj-141	185	128	products	product	NOUN
emaj-141	185	129	and	and	CCONJ
emaj-141	185	130	services	service	NOUN
emaj-141	185	131	;	;	PUNCT
emaj-141	185	132	(	(	PUNCT
emaj-141	185	133	d	d	X
emaj-141	185	134	)	)	PUNCT
emaj-141	185	135	preinvestments	preinvestment	NOUN
emaj-141	185	136	:	:	PUNCT
emaj-141	185	137	pre	pre	ADJ
emaj-141	185	138	-	-	ADJ
emaj-141	185	139	investment	investment	ADJ
emaj-141	185	140	projects	project	NOUN
emaj-141	185	141	,	,	PUNCT
emaj-141	185	142	which	which	PRON
emaj-141	185	143	include	include	VERB
emaj-141	185	144	technical	technical	ADJ
emaj-141	185	145	feasibility	feasibility	NOUN
emaj-141	185	146	studies	study	NOUN
emaj-141	185	147	.	.	PUNCT
emaj-141	186	1	finep‟s	finep‟s	ADV
emaj-141	186	2	financing	financing	NOUN
emaj-141	186	3	was	be	AUX
emaj-141	186	4	responsible	responsible	ADJ
emaj-141	186	5	for	for	ADP
emaj-141	186	6	several	several	ADJ
emaj-141	186	7	brazilian	brazilian	ADJ
emaj-141	186	8	technological	technological	ADJ
emaj-141	186	9	innovations	innovation	NOUN
emaj-141	186	10	.	.	PUNCT
emaj-141	187	1	one	one	NUM
emaj-141	187	2	of	of	ADP
emaj-141	187	3	them	they	PRON
emaj-141	187	4	was	be	AUX
emaj-141	187	5	the	the	DET
emaj-141	187	6	prototype	prototype	NOUN
emaj-141	187	7	of	of	ADP
emaj-141	187	8	the	the	DET
emaj-141	187	9	bem-312	bem-312	NOUN
emaj-141	187	10	,	,	PUNCT
emaj-141	187	11	the	the	DET
emaj-141	187	12	first	first	ADJ
emaj-141	187	13	brazilian	brazilian	ADJ
emaj-141	187	14	military	military	ADJ
emaj-141	187	15	training	training	NOUN
emaj-141	187	16	turboprop	turboprop	NOUN
emaj-141	187	17	aeroplane	aeroplane	NOUN
emaj-141	187	18	.	.	PUNCT
emaj-141	188	1	in	in	ADP
emaj-141	188	2	addition	addition	NOUN
emaj-141	188	3	to	to	ADP
emaj-141	188	4	financing	finance	VERB
emaj-141	188	5	the	the	DET
emaj-141	188	6	project	project	NOUN
emaj-141	188	7	,	,	PUNCT
emaj-141	188	8	finep	finep	NOUN
emaj-141	188	9	contributed	contribute	VERB
emaj-141	188	10	funds	fund	NOUN
emaj-141	188	11	for	for	ADP
emaj-141	188	12	the	the	DET
emaj-141	188	13	development	development	NOUN
emaj-141	188	14	of	of	ADP
emaj-141	188	15	another	another	DET
emaj-141	188	16	embraer	embraer	PROPN
emaj-141	188	17	defence	defence	NOUN
emaj-141	188	18	aircraft	aircraft	NOUN
emaj-141	188	19	,	,	PUNCT
emaj-141	188	20	used	use	VERB
emaj-141	188	21	by	by	ADP
emaj-141	188	22	the	the	DET
emaj-141	188	23	brazilian	brazilian	ADJ
emaj-141	188	24	air	air	NOUN
emaj-141	188	25	force	force	NOUN
emaj-141	188	26	(	(	PUNCT
emaj-141	188	27	fab	fab	PROPN
emaj-141	188	28	)	)	PUNCT
emaj-141	188	29	and	and	CCONJ
emaj-141	188	30	others	other	NOUN
emaj-141	188	31	,	,	PUNCT
emaj-141	188	32	such	such	ADJ
emaj-141	188	33	as	as	ADP
emaj-141	188	34	the	the	DET
emaj-141	188	35	super	super	ADJ
emaj-141	188	36	tucano	tucano	PROPN
emaj-141	188	37	.	.	PUNCT
emaj-141	189	1	embraer	embraer	PROPN
emaj-141	189	2	was	be	AUX
emaj-141	189	3	created	create	VERB
emaj-141	189	4	with	with	ADP
emaj-141	189	5	the	the	DET
emaj-141	189	6	support	support	NOUN
emaj-141	189	7	of	of	ADP
emaj-141	189	8	the	the	DET
emaj-141	189	9	federal	federal	ADJ
emaj-141	189	10	government	government	NOUN
emaj-141	189	11	.	.	PUNCT
emaj-141	190	1	the	the	DET
emaj-141	190	2	operations	operation	NOUN
emaj-141	190	3	of	of	ADP
emaj-141	190	4	the	the	DET
emaj-141	190	5	company	company	NOUN
emaj-141	190	6	began	begin	VERB
emaj-141	190	7	in	in	ADP
emaj-141	190	8	the	the	DET
emaj-141	190	9	early	early	ADJ
emaj-141	190	10	seventies	seventy	NOUN
emaj-141	190	11	and	and	CCONJ
emaj-141	190	12	did	do	AUX
emaj-141	190	13	not	not	PART
emaj-141	190	14	stop	stop	VERB
emaj-141	190	15	since	since	ADV
emaj-141	190	16	.	.	PUNCT
emaj-141	191	1	embraer‟s	embraer‟s	PROPN
emaj-141	191	2	history	history	NOUN
emaj-141	191	3	was	be	AUX
emaj-141	191	4	always	always	ADV
emaj-141	191	5	subject	subject	ADJ
emaj-141	191	6	to	to	ADP
emaj-141	191	7	challenges	challenge	NOUN
emaj-141	191	8	and	and	CCONJ
emaj-141	191	9	overcoming	overcome	VERB
emaj-141	191	10	.	.	PUNCT
emaj-141	192	1	today	today	NOUN
emaj-141	192	2	embraer	embraer	PROPN
emaj-141	192	3	is	be	AUX
emaj-141	192	4	one	one	NUM
emaj-141	192	5	of	of	ADP
emaj-141	192	6	the	the	DET
emaj-141	192	7	largest	large	ADJ
emaj-141	192	8	aerospace	aerospace	NOUN
emaj-141	192	9	companies	company	NOUN
emaj-141	192	10	in	in	ADP
emaj-141	192	11	the	the	DET
emaj-141	192	12	world	world	NOUN
emaj-141	192	13	.	.	PUNCT
emaj-141	193	1	in	in	ADP
emaj-141	193	2	2012	2012	NUM
emaj-141	193	3	,	,	PUNCT
emaj-141	193	4	the	the	DET
emaj-141	193	5	l.i.f.e	l.i.f.e	PROPN
emaj-141	193	6	project	project	NOUN
emaj-141	193	7	(	(	PUNCT
emaj-141	193	8	lighter	light	ADJ
emaj-141	193	9	,	,	PUNCT
emaj-141	193	10	integrated	integrate	VERB
emaj-141	193	11	,	,	PUNCT
emaj-141	193	12	friendly	friendly	ADJ
emaj-141	193	13	and	and	CCONJ
emaj-141	193	14	eco	eco	NOUN
emaj-141	193	15	-	-	PUNCT
emaj-141	193	16	efficient	efficient	ADJ
emaj-141	193	17	aircraft	aircraft	NOUN
emaj-141	193	18	cabin	cabin	NOUN
emaj-141	193	19	)	)	PUNCT
emaj-141	193	20	,	,	PUNCT
emaj-141	193	21	a	a	DET
emaj-141	193	22	joint	joint	ADJ
emaj-141	193	23	project	project	NOUN
emaj-141	193	24	between	between	ADP
emaj-141	193	25	embraer	embraer	PROPN
emaj-141	193	26	and	and	CCONJ
emaj-141	193	27	a	a	DET
emaj-141	193	28	consortium	consortium	NOUN
emaj-141	193	29	of	of	ADP
emaj-141	193	30	portuguese	portuguese	ADJ
emaj-141	193	31	companies	company	NOUN
emaj-141	193	32	was	be	AUX
emaj-141	193	33	the	the	DET
emaj-141	193	34	winner	winner	NOUN
emaj-141	193	35	of	of	ADP
emaj-141	193	36	the	the	DET
emaj-141	193	37	crystal	crystal	NOUN
emaj-141	193	38	cabin	cabin	NOUN
emaj-141	193	39	award	award	NOUN
emaj-141	193	40	in	in	ADP
emaj-141	193	41	the	the	DET
emaj-141	193	42	category	category	NOUN
emaj-141	193	43	of	of	ADP
emaj-141	193	44	visionary	visionary	ADJ
emaj-141	193	45	concepts	concept	NOUN
emaj-141	193	46	(	(	PUNCT
emaj-141	193	47	embraer	embraer	PROPN
emaj-141	193	48	,	,	PUNCT
emaj-141	193	49	2017	2017	NUM
emaj-141	193	50	)	)	PUNCT
emaj-141	193	51	.	.	PUNCT
emaj-141	194	1	pipe	pipe	NOUN
emaj-141	194	2	-	-	PUNCT
emaj-141	194	3	fapesp	fapesp	NOUN
emaj-141	194	4	supports	support	VERB
emaj-141	194	5	the	the	DET
emaj-141	194	6	scientific	scientific	ADJ
emaj-141	194	7	and	and	CCONJ
emaj-141	194	8	technological	technological	ADJ
emaj-141	194	9	research	research	NOUN
emaj-141	194	10	in	in	ADP
emaj-141	194	11	micro	micro	PROPN
emaj-141	194	12	,	,	PUNCT
emaj-141	194	13	small	small	ADJ
emaj-141	194	14	and	and	CCONJ
emaj-141	194	15	medium	medium	ADJ
emaj-141	194	16	-	-	PUNCT
emaj-141	194	17	sized	sized	ADJ
emaj-141	194	18	business	business	NOUN
emaj-141	194	19	in	in	ADP
emaj-141	194	20	the	the	DET
emaj-141	194	21	state	state	NOUN
emaj-141	194	22	of	of	ADP
emaj-141	194	23	são	são	PROPN
emaj-141	194	24	paulo	paulo	PROPN
emaj-141	194	25	,	,	PUNCT
emaj-141	194	26	with	with	ADP
emaj-141	194	27	the	the	DET
emaj-141	194	28	aim	aim	NOUN
emaj-141	194	29	of	of	ADP
emaj-141	194	30	promoting	promote	VERB
emaj-141	194	31	technological	technological	ADJ
emaj-141	194	32	innovation	innovation	NOUN
emaj-141	194	33	,	,	PUNCT
emaj-141	194	34	business	business	NOUN
emaj-141	194	35	development	development	NOUN
emaj-141	194	36	and	and	CCONJ
emaj-141	194	37	business	business	NOUN
emaj-141	194	38	competitiveness	competitiveness	NOUN
emaj-141	194	39	(	(	PUNCT
emaj-141	194	40	fapesp	fapesp	NOUN
emaj-141	194	41	,	,	PUNCT
emaj-141	194	42	2017	2017	NUM
emaj-141	194	43	)	)	PUNCT
emaj-141	194	44	.	.	PUNCT
emaj-141	195	1	when	when	SCONJ
emaj-141	195	2	it	it	PRON
emaj-141	195	3	comes	come	VERB
emaj-141	195	4	to	to	ADP
emaj-141	195	5	innovation	innovation	NOUN
emaj-141	195	6	in	in	ADP
emaj-141	195	7	brazil	brazil	PROPN
emaj-141	195	8	,	,	PUNCT
emaj-141	195	9	not	not	PART
emaj-141	195	10	mentioning	mention	VERB
emaj-141	195	11	embrapa	embrapa	VERB
emaj-141	195	12	is	be	AUX
emaj-141	195	13	not	not	PART
emaj-141	195	14	possible	possible	ADJ
emaj-141	195	15	.	.	PUNCT
emaj-141	196	1	the	the	DET
emaj-141	196	2	company	company	NOUN
emaj-141	196	3	was	be	AUX
emaj-141	196	4	created	create	VERB
emaj-141	196	5	in	in	ADP
emaj-141	196	6	1973	1973	NUM
emaj-141	196	7	and	and	CCONJ
emaj-141	196	8	it	it	PRON
emaj-141	196	9	was	be	AUX
emaj-141	196	10	linked	link	VERB
emaj-141	196	11	to	to	ADP
emaj-141	196	12	the	the	DET
emaj-141	196	13	ministry	ministry	PROPN
emaj-141	196	14	of	of	ADP
emaj-141	196	15	agriculture	agriculture	PROPN
emaj-141	196	16	,	,	PUNCT
emaj-141	196	17	livestock	livestock	NOUN
emaj-141	196	18	and	and	CCONJ
emaj-141	196	19	food	food	NOUN
emaj-141	196	20	supply	supply	NOUN
emaj-141	196	21	(	(	PUNCT
emaj-141	196	22	mapa	mapa	PROPN
emaj-141	196	23	)	)	PUNCT
emaj-141	196	24	,	,	PUNCT
emaj-141	196	25	with	with	ADP
emaj-141	196	26	the	the	DET
emaj-141	196	27	mission	mission	NOUN
emaj-141	196	28	of	of	ADP
emaj-141	196	29	enabling	enable	VERB
emaj-141	196	30	research	research	NOUN
emaj-141	196	31	,	,	PUNCT
emaj-141	196	32	development	development	NOUN
emaj-141	196	33	and	and	CCONJ
emaj-141	196	34	innovation	innovation	NOUN
emaj-141	196	35	solutions	solution	NOUN
emaj-141	196	36	for	for	ADP
emaj-141	196	37	the	the	DET
emaj-141	196	38	sustainability	sustainability	NOUN
emaj-141	196	39	of	of	ADP
emaj-141	196	40	agriculture	agriculture	NOUN
emaj-141	196	41	of	of	ADP
emaj-141	196	42	the	the	DET
emaj-141	196	43	brazilian	brazilian	ADJ
emaj-141	196	44	society	society	NOUN
emaj-141	196	45	.	.	PUNCT
emaj-141	197	1	embrapa	embrapa	PROPN
emaj-141	197	2	has	have	AUX
emaj-141	197	3	accumulated	accumulate	VERB
emaj-141	197	4	international	international	ADJ
emaj-141	197	5	,	,	PUNCT
emaj-141	197	6	national	national	ADJ
emaj-141	197	7	and	and	CCONJ
emaj-141	197	8	regional	regional	ADJ
emaj-141	197	9	awards	award	NOUN
emaj-141	197	10	.	.	PUNCT
emaj-141	198	1	it	it	PRON
emaj-141	198	2	also	also	ADV
emaj-141	198	3	actively	actively	ADV
emaj-141	198	4	participates	participate	VERB
emaj-141	198	5	in	in	ADP
emaj-141	198	6	the	the	DET
emaj-141	198	7	elaboration	elaboration	NOUN
emaj-141	198	8	and	and	CCONJ
emaj-141	198	9	execution	execution	NOUN
emaj-141	198	10	of	of	ADP
emaj-141	198	11	several	several	ADJ
emaj-141	198	12	government	government	NOUN
emaj-141	198	13	policies	policy	NOUN
emaj-141	198	14	,	,	PUNCT
emaj-141	198	15	such	such	ADJ
emaj-141	198	16	as	as	ADP
emaj-141	198	17	the	the	DET
emaj-141	198	18	brazil	brazil	PROPN
emaj-141	198	19	without	without	ADP
emaj-141	198	20	poverty	poverty	NOUN
emaj-141	198	21	scheme	scheme	NOUN
emaj-141	198	22	(	(	PUNCT
emaj-141	198	23	brasil	brasil	PROPN
emaj-141	198	24	sem	sem	PROPN
emaj-141	198	25	miséria	miséria	PROPN
emaj-141	198	26	,	,	PUNCT
emaj-141	198	27	in	in	ADP
emaj-141	198	28	portuguese	portuguese	PROPN
emaj-141	198	29	)	)	PUNCT
emaj-141	198	30	,	,	PUNCT
emaj-141	198	31	which	which	PRON
emaj-141	198	32	promotes	promote	VERB
emaj-141	198	33	the	the	DET
emaj-141	198	34	participation	participation	NOUN
emaj-141	198	35	of	of	ADP
emaj-141	198	36	family	family	NOUN
emaj-141	198	37	farmers	farmer	NOUN
emaj-141	198	38	in	in	ADP
emaj-141	198	39	the	the	DET
emaj-141	198	40	markets	market	NOUN
emaj-141	198	41	and	and	CCONJ
emaj-141	198	42	several	several	ADJ
emaj-141	198	43	others	other	NOUN
emaj-141	198	44	such	such	ADJ
emaj-141	198	45	as	as	ADP
emaj-141	198	46	the	the	DET
emaj-141	198	47	amazon	amazon	NOUN
emaj-141	198	48	fund	fund	NOUN
emaj-141	198	49	(	(	PUNCT
emaj-141	198	50	fundo	fundo	PROPN
emaj-141	198	51	amazônia	amazônia	PROPN
emaj-141	198	52	)	)	PUNCT
emaj-141	198	53	,	,	PUNCT
emaj-141	198	54	national	national	ADJ
emaj-141	198	55	plan	plan	NOUN
emaj-141	198	56	of	of	ADP
emaj-141	198	57	agroecology	agroecology	NOUN
emaj-141	198	58	and	and	CCONJ
emaj-141	198	59	organic	organic	ADJ
emaj-141	198	60	production	production	NOUN
emaj-141	198	61	(	(	PUNCT
emaj-141	198	62	planapo	planapo	PROPN
emaj-141	198	63	plano	plano	PROPN
emaj-141	198	64	nacional	nacional	PROPN
emaj-141	198	65	de	de	PROPN
emaj-141	198	66	agroecologia	agroecologia	PROPN
emaj-141	198	67	e	e	PROPN
emaj-141	198	68	produção	produção	PROPN
emaj-141	198	69	orgânica	orgânica	PROPN
emaj-141	198	70	)	)	PUNCT
emaj-141	198	71	.	.	PUNCT
emaj-141	199	1	its	its	PRON
emaj-141	199	2	mission	mission	NOUN
emaj-141	199	3	as	as	SCONJ
emaj-141	199	4	defined	define	VERB
emaj-141	199	5	in	in	ADP
emaj-141	199	6	the	the	DET
emaj-141	199	7	master	master	NOUN
emaj-141	199	8	plan	plan	NOUN
emaj-141	199	9	(	(	PUNCT
emaj-141	199	10	v	v	NUM
emaj-141	199	11	pde	pde	NOUN
emaj-141	199	12	2008	2008	NUM
emaj-141	199	13	-	-	SYM
emaj-141	199	14	2023	2023	NUM
emaj-141	199	15	)	)	PUNCT
emaj-141	199	16	is	be	AUX
emaj-141	199	17	to	to	PART
emaj-141	199	18	research	research	VERB
emaj-141	199	19	for	for	ADP
emaj-141	199	20	feasible	feasible	ADJ
emaj-141	199	21	solutions	solution	NOUN
emaj-141	199	22	,	,	PUNCT
emaj-141	199	23	development	development	NOUN
emaj-141	199	24	and	and	CCONJ
emaj-141	199	25	innovation	innovation	NOUN
emaj-141	199	26	for	for	ADP
emaj-141	199	27	the	the	DET
emaj-141	199	28	sustainability	sustainability	NOUN
emaj-141	199	29	of	of	ADP
emaj-141	199	30	agriculture	agriculture	NOUN
emaj-141	199	31	,	,	PUNCT
emaj-141	199	32	and	and	CCONJ
emaj-141	199	33	the	the	DET
emaj-141	199	34	benefit	benefit	NOUN
emaj-141	199	35	of	of	ADP
emaj-141	199	36	brazilian	brazilian	ADJ
emaj-141	199	37	society	society	NOUN
emaj-141	199	38	.	.	PUNCT
emaj-141	200	1	finally	finally	ADV
emaj-141	200	2	,	,	PUNCT
emaj-141	200	3	embrapii	embrapii	PROPN
emaj-141	200	4	is	be	AUX
emaj-141	200	5	an	an	DET
emaj-141	200	6	association	association	NOUN
emaj-141	200	7	that	that	PRON
emaj-141	200	8	aims	aim	VERB
emaj-141	200	9	to	to	PART
emaj-141	200	10	cooperate	cooperate	VERB
emaj-141	200	11	with	with	ADP
emaj-141	200	12	public	public	ADJ
emaj-141	200	13	and	and	CCONJ
emaj-141	200	14	private	private	ADJ
emaj-141	200	15	research	research	NOUN
emaj-141	200	16	and	and	CCONJ
emaj-141	200	17	technology	technology	NOUN
emaj-141	200	18	institutions	institution	NOUN
emaj-141	200	19	focusing	focus	VERB
emaj-141	200	20	on	on	ADP
emaj-141	200	21	business	business	NOUN
emaj-141	200	22	demands	demand	NOUN
emaj-141	200	23	and	and	CCONJ
emaj-141	200	24	the	the	DET
emaj-141	200	25	targeting	targeting	NOUN
emaj-141	200	26	of	of	ADP
emaj-141	200	27	risk	risk	NOUN
emaj-141	200	28	sharing	sharing	NOUN
emaj-141	200	29	in	in	ADP
emaj-141	200	30	the	the	DET
emaj-141	200	31	precompetitive	precompetitive	ADJ
emaj-141	200	32	phase	phase	NOUN
emaj-141	200	33	of	of	ADP
emaj-141	200	34	innovation	innovation	NOUN
emaj-141	200	35	.	.	PUNCT
emaj-141	201	1	thus	thus	ADV
emaj-141	201	2	,	,	PUNCT
emaj-141	201	3	by	by	ADP
emaj-141	201	4	sharing	share	VERB
emaj-141	201	5	project	project	NOUN
emaj-141	201	6	risks	risk	NOUN
emaj-141	201	7	with	with	ADP
emaj-141	201	8	companies	company	NOUN
emaj-141	201	9	,	,	PUNCT
emaj-141	201	10	they	they	PRON
emaj-141	201	11	feel	feel	VERB
emaj-141	201	12	more	more	ADV
emaj-141	201	13	comfortable	comfortable	ADJ
emaj-141	201	14	to	to	PART
emaj-141	201	15	invest	invest	VERB
emaj-141	201	16	in	in	ADP
emaj-141	201	17	internal	internal	ADJ
emaj-141	201	18	r&d	r&d	NOUN
emaj-141	201	19	programs	program	NOUN
emaj-141	201	20	(	(	PUNCT
emaj-141	201	21	embrapii	embrapii	PROPN
emaj-141	201	22	,	,	PUNCT
emaj-141	201	23	2017	2017	NUM
emaj-141	201	24	)	)	PUNCT
emaj-141	201	25	.	.	PUNCT
emaj-141	202	1	6	6	X
emaj-141	202	2	.	.	X
emaj-141	202	3	methodology	methodology	NOUN
emaj-141	202	4	the	the	DET
emaj-141	202	5	research	research	NOUN
emaj-141	202	6	used	use	VERB
emaj-141	202	7	macroeconomic	macroeconomic	ADJ
emaj-141	202	8	variables	variable	NOUN
emaj-141	202	9	from	from	ADP
emaj-141	202	10	the	the	DET
emaj-141	202	11	30	30	NUM
emaj-141	202	12	most	most	ADV
emaj-141	202	13	innovative	innovative	ADJ
emaj-141	202	14	countries	country	NOUN
emaj-141	202	15	in	in	ADP
emaj-141	202	16	the	the	DET
emaj-141	202	17	world	world	NOUN
emaj-141	202	18	according	accord	VERB
emaj-141	202	19	to	to	ADP
emaj-141	202	20	the	the	DET
emaj-141	202	21	global	global	ADJ
emaj-141	202	22	innovation	innovation	PROPN
emaj-141	202	23	index	index	PROPN
emaj-141	202	24	,	,	PUNCT
emaj-141	202	25	which	which	PRON
emaj-141	202	26	is	be	AUX
emaj-141	202	27	carried	carry	VERB
emaj-141	202	28	out	out	ADP
emaj-141	202	29	by	by	ADP
emaj-141	202	30	cornell	cornell	PROPN
emaj-141	202	31	university	university	PROPN
emaj-141	202	32	,	,	PUNCT
emaj-141	202	33	insead	insead	NOUN
emaj-141	202	34	and	and	CCONJ
emaj-141	202	35	the	the	DET
emaj-141	202	36	world	world	NOUN
emaj-141	202	37	intellectual	intellectual	ADJ
emaj-141	202	38	property	property	NOUN
emaj-141	202	39	organization	organization	NOUN
emaj-141	202	40	(	(	PUNCT
emaj-141	202	41	wipo	wipo	PROPN
emaj-141	202	42	)	)	PUNCT
emaj-141	202	43	for	for	ADP
emaj-141	202	44	2012	2012	NUM
emaj-141	202	45	-	-	SYM
emaj-141	202	46	2015	2015	NUM
emaj-141	202	47	.	.	PUNCT
emaj-141	203	1	in	in	ADP
emaj-141	203	2	addition	addition	NOUN
emaj-141	203	3	,	,	PUNCT
emaj-141	203	4	brazil	brazil	PROPN
emaj-141	203	5	was	be	AUX
emaj-141	203	6	added	add	VERB
emaj-141	203	7	to	to	ADP
emaj-141	203	8	this	this	DET
emaj-141	203	9	group	group	NOUN
emaj-141	203	10	of	of	ADP
emaj-141	203	11	countries	country	NOUN
emaj-141	203	12	.	.	PUNCT
emaj-141	204	1	the	the	DET
emaj-141	204	2	variables	variable	NOUN
emaj-141	204	3	were	be	AUX
emaj-141	204	4	taken	take	VERB
emaj-141	204	5	from	from	ADP
emaj-141	204	6	the	the	DET
emaj-141	204	7	euromonitor	euromonitor	NOUN
emaj-141	204	8	international‟s	international‟s	PROPN
emaj-141	204	9	passport	passport	NOUN
emaj-141	204	10	database	database	NOUN
emaj-141	204	11	,	,	PUNCT
emaj-141	204	12	and	and	CCONJ
emaj-141	204	13	are	be	AUX
emaj-141	204	14	presented	present	VERB
emaj-141	204	15	below	below	ADP
emaj-141	204	16	:	:	PUNCT
emaj-141	204	17	human	human	ADJ
emaj-141	204	18	development	development	NOUN
emaj-141	204	19	index	index	NOUN
emaj-141	204	20	(	(	PUNCT
emaj-141	204	21	hdi	hdi	PROPN
emaj-141	204	22	)	)	PUNCT
emaj-141	204	23	,	,	PUNCT
emaj-141	204	24	which	which	PRON
emaj-141	204	25	provides	provide	VERB
emaj-141	204	26	a	a	DET
emaj-141	204	27	composite	composite	ADJ
emaj-141	204	28	measure	measure	NOUN
emaj-141	204	29	of	of	ADP
emaj-141	204	30	three	three	NUM
emaj-141	204	31	dimensions	dimension	NOUN
emaj-141	204	32	of	of	ADP
emaj-141	204	33	human	human	ADJ
emaj-141	204	34	development	development	NOUN
emaj-141	204	35	:	:	PUNCT
emaj-141	204	36	living	live	VERB
emaj-141	204	37	a	a	DET
emaj-141	204	38	long	long	ADJ
emaj-141	204	39	and	and	CCONJ
emaj-141	204	40	healthy	healthy	ADJ
emaj-141	204	41	life	life	NOUN
emaj-141	204	42	(	(	PUNCT
emaj-141	204	43	measured	measure	VERB
emaj-141	204	44	by	by	ADP
emaj-141	204	45	life	life	NOUN
emaj-141	204	46	expectancy	expectancy	NOUN
emaj-141	204	47	)	)	PUNCT
emaj-141	204	48	,	,	PUNCT
emaj-141	204	49	knowledge	knowledge	NOUN
emaj-141	204	50	(	(	PUNCT
emaj-141	204	51	measured	measure	VERB
emaj-141	204	52	by	by	ADP
emaj-141	204	53	adult	adult	NOUN
emaj-141	204	54	literacy	literacy	NOUN
emaj-141	204	55	)	)	PUNCT
emaj-141	204	56	and	and	CCONJ
emaj-141	204	57	having	have	VERB
emaj-141	204	58	a	a	DET
emaj-141	204	59	decent	decent	ADJ
emaj-141	204	60	standard	standard	NOUN
emaj-141	204	61	of	of	ADP
emaj-141	204	62	living	living	NOUN
emaj-141	204	63	(	(	PUNCT
emaj-141	204	64	measured	measure	VERB
emaj-141	204	65	by	by	ADP
emaj-141	204	66	purchasing	purchase	VERB
emaj-141	204	67	power	power	NOUN
emaj-141	204	68	parity	parity	NOUN
emaj-141	204	69	and	and	CCONJ
emaj-141	204	70	income	income	NOUN
emaj-141	204	71	)	)	PUNCT
emaj-141	204	72	.	.	PUNCT
emaj-141	205	1	index	index	NOUN
emaj-141	205	2	of	of	ADP
emaj-141	205	3	economic	economic	ADJ
emaj-141	205	4	freedom	freedom	NOUN
emaj-141	205	5	ranking	ranking	NOUN
emaj-141	205	6	(	(	PUNCT
emaj-141	205	7	iefr	iefr	PROPN
emaj-141	205	8	)	)	PUNCT
emaj-141	205	9	,	,	PUNCT
emaj-141	205	10	based	base	VERB
emaj-141	205	11	on	on	ADP
emaj-141	205	12	10	10	NUM
emaj-141	205	13	quantitative	quantitative	ADJ
emaj-141	205	14	and	and	CCONJ
emaj-141	205	15	qualitative	qualitative	ADJ
emaj-141	205	16	factors	factor	NOUN
emaj-141	205	17	,	,	PUNCT
emaj-141	205	18	grouped	group	VERB
emaj-141	205	19	into	into	ADP
emaj-141	205	20	four	four	NUM
emaj-141	205	21	broad	broad	ADJ
emaj-141	205	22	categories	category	NOUN
emaj-141	205	23	,	,	PUNCT
emaj-141	205	24	or	or	CCONJ
emaj-141	205	25	pillars	pillar	NOUN
emaj-141	205	26	,	,	PUNCT
emaj-141	205	27	of	of	ADP
emaj-141	205	28	economic	economic	ADJ
emaj-141	205	29	freedom	freedom	NOUN
emaj-141	205	30	:	:	PUNCT
emaj-141	205	31	rule	rule	NOUN
emaj-141	205	32	of	of	ADP
emaj-141	205	33	law	law	NOUN
emaj-141	205	34	(	(	PUNCT
emaj-141	205	35	property	property	NOUN
emaj-141	205	36	rights	right	NOUN
emaj-141	205	37	,	,	PUNCT
emaj-141	205	38	freedom	freedom	NOUN
emaj-141	205	39	from	from	ADP
emaj-141	205	40	corruption	corruption	NOUN
emaj-141	205	41	)	)	PUNCT
emaj-141	205	42	;	;	PUNCT
emaj-141	205	43	limited	limited	ADJ
emaj-141	205	44	government	government	NOUN
emaj-141	205	45	(	(	PUNCT
emaj-141	205	46	fiscal	fiscal	ADJ
emaj-141	205	47	freedom	freedom	NOUN
emaj-141	205	48	,	,	PUNCT
emaj-141	205	49	government	government	NOUN
emaj-141	205	50	spending	spending	NOUN
emaj-141	205	51	)	)	PUNCT
emaj-141	205	52	;	;	PUNCT
emaj-141	205	53	regulatory	regulatory	ADJ
emaj-141	205	54	efficiency	efficiency	NOUN
emaj-141	205	55	(	(	PUNCT
emaj-141	205	56	business	business	NOUN
emaj-141	205	57	freedom	freedom	NOUN
emaj-141	205	58	,	,	PUNCT
emaj-141	205	59	labour	labour	NOUN
emaj-141	205	60	freedom	freedom	NOUN
emaj-141	205	61	,	,	PUNCT
emaj-141	205	62	monetary	monetary	ADJ
emaj-141	205	63	freedom	freedom	NOUN
emaj-141	205	64	)	)	PUNCT
emaj-141	205	65	;	;	PUNCT
emaj-141	205	66	open	open	ADJ
emaj-141	205	67	markets	market	NOUN
emaj-141	205	68	(	(	PUNCT
emaj-141	205	69	trade	trade	NOUN
emaj-141	205	70	freedom	freedom	NOUN
emaj-141	205	71	,	,	PUNCT
emaj-141	205	72	investment	investment	NOUN
emaj-141	205	73	freedom	freedom	NOUN
emaj-141	205	74	,	,	PUNCT
emaj-141	205	75	financial	financial	ADJ
emaj-141	205	76	freedom	freedom	NOUN
emaj-141	205	77	)	)	PUNCT
emaj-141	205	78	.	.	PUNCT
emaj-141	206	1	each	each	PRON
emaj-141	206	2	of	of	ADP
emaj-141	206	3	the	the	DET
emaj-141	206	4	ten	ten	NUM
emaj-141	206	5	economic	economic	ADJ
emaj-141	206	6	freedoms	freedom	NOUN
emaj-141	206	7	within	within	ADP
emaj-141	206	8	these	these	DET
emaj-141	206	9	categories	category	NOUN
emaj-141	206	10	is	be	AUX
emaj-141	206	11	rated	rate	VERB
emaj-141	206	12	on	on	ADP
emaj-141	206	13	a	a	DET
emaj-141	206	14	scale	scale	NOUN
emaj-141	206	15	of	of	ADP
emaj-141	206	16	0	0	NUM
emaj-141	206	17	to	to	PART
emaj-141	206	18	100	100	NUM
emaj-141	206	19	,	,	PUNCT
emaj-141	206	20	where	where	SCONJ
emaj-141	206	21	the	the	DET
emaj-141	206	22	highest	high	ADJ
emaj-141	206	23	score	score	NOUN
emaj-141	206	24	presents	present	VERB
emaj-141	206	25	best	good	ADJ
emaj-141	206	26	economic	economic	ADJ
emaj-141	206	27	freedom	freedom	NOUN
emaj-141	206	28	.	.	PUNCT
emaj-141	207	1	the	the	DET
emaj-141	207	2	overall	overall	ADJ
emaj-141	207	3	score	score	NOUN
emaj-141	207	4	of	of	ADP
emaj-141	207	5	a	a	DET
emaj-141	207	6	country	country	NOUN
emaj-141	207	7	is	be	AUX
emaj-141	207	8	obtained	obtain	VERB
emaj-141	207	9	by	by	ADP
emaj-141	207	10	the	the	DET
emaj-141	207	11	average	average	NOUN
emaj-141	207	12	of	of	ADP
emaj-141	207	13	these	these	DET
emaj-141	207	14	ten	ten	NUM
emaj-141	207	15	economic	economic	ADJ
emaj-141	207	16	freedoms	freedom	NOUN
emaj-141	207	17	,	,	PUNCT
emaj-141	207	18	with	with	ADP
emaj-141	207	19	equal	equal	ADJ
emaj-141	207	20	weight	weight	NOUN
emaj-141	207	21	each	each	PRON
emaj-141	207	22	.	.	PUNCT
emaj-141	208	1	the	the	DET
emaj-141	208	2	ranking	ranking	NOUN
emaj-141	208	3	is	be	AUX
emaj-141	208	4	obtained	obtain	VERB
emaj-141	208	5	from	from	ADP
emaj-141	208	6	the	the	DET
emaj-141	208	7	index	index	NOUN
emaj-141	208	8	that	that	PRON
emaj-141	208	9	reflects	reflect	VERB
emaj-141	208	10	the	the	DET
emaj-141	208	11	best	good	ADJ
emaj-141	208	12	score	score	NOUN
emaj-141	208	13	in	in	ADP
emaj-141	208	14	a	a	DET
emaj-141	208	15	higher	high	ADJ
emaj-141	208	16	position	position	NOUN
emaj-141	208	17	.	.	PUNCT
emaj-141	209	1	global	global	ADJ
emaj-141	209	2	competitiveness	competitiveness	NOUN
emaj-141	209	3	ranking	ranking	NOUN
emaj-141	209	4	(	(	PUNCT
emaj-141	209	5	gcr	gcr	NOUN
emaj-141	209	6	)	)	PUNCT
emaj-141	209	7	,	,	PUNCT
emaj-141	209	8	which	which	PRON
emaj-141	209	9	is	be	AUX
emaj-141	209	10	obtained	obtain	VERB
emaj-141	209	11	from	from	ADP
emaj-141	209	12	the	the	DET
emaj-141	209	13	global	global	ADJ
emaj-141	209	14	competitiveness	competitiveness	NOUN
emaj-141	209	15	index	index	NOUN
emaj-141	209	16	,	,	PUNCT
emaj-141	209	17	a	a	DET
emaj-141	209	18	high	high	ADJ
emaj-141	209	19	position	position	NOUN
emaj-141	209	20	in	in	ADP
emaj-141	209	21	the	the	DET
emaj-141	209	22	ranking	ranking	NOUN
emaj-141	209	23	reflects	reflect	VERB
emaj-141	209	24	a	a	DET
emaj-141	209	25	high	high	ADJ
emaj-141	209	26	score	score	NOUN
emaj-141	209	27	in	in	ADP
emaj-141	209	28	the	the	DET
emaj-141	209	29	index	index	NOUN
emaj-141	209	30	.	.	PUNCT
emaj-141	210	1	it	it	PRON
emaj-141	210	2	measures	measure	VERB
emaj-141	210	3	the	the	DET
emaj-141	210	4	microeconomic	microeconomic	ADJ
emaj-141	210	5	and	and	CCONJ
emaj-141	210	6	macroeconomic	macroeconomic	ADJ
emaj-141	210	7	fundamentals	fundamental	NOUN
emaj-141	210	8	of	of	ADP
emaj-141	210	9	national	national	ADJ
emaj-141	210	10	competitiveness	competitiveness	NOUN
emaj-141	210	11	,	,	PUNCT
emaj-141	210	12	taking	take	VERB
emaj-141	210	13	into	into	ADP
emaj-141	210	14	account	account	NOUN
emaj-141	210	15	12	12	NUM
emaj-141	210	16	pillars	pillar	NOUN
emaj-141	210	17	:	:	PUNCT
emaj-141	210	18	institutions	institution	NOUN
emaj-141	210	19	,	,	PUNCT
emaj-141	210	20	infrastructure	infrastructure	NOUN
emaj-141	210	21	,	,	PUNCT
emaj-141	210	22	macroeconomic	macroeconomic	ADJ
emaj-141	210	23	environment	environment	NOUN
emaj-141	210	24	,	,	PUNCT
emaj-141	210	25	health	health	NOUN
emaj-141	210	26	and	and	CCONJ
emaj-141	210	27	primary	primary	ADJ
emaj-141	210	28	education	education	NOUN
emaj-141	210	29	,	,	PUNCT
emaj-141	210	30	higher	high	ADJ
emaj-141	210	31	education	education	NOUN
emaj-141	210	32	and	and	CCONJ
emaj-141	210	33	training	training	NOUN
emaj-141	210	34	,	,	PUNCT
emaj-141	210	35	goods	good	NOUN
emaj-141	210	36	market	market	NOUN
emaj-141	210	37	efficiency	efficiency	NOUN
emaj-141	210	38	,	,	PUNCT
emaj-141	210	39	labour	labour	NOUN
emaj-141	210	40	market	market	NOUN
emaj-141	210	41	efficiency	efficiency	NOUN
emaj-141	210	42	,	,	PUNCT
emaj-141	210	43	financial	financial	ADJ
emaj-141	210	44	market	market	NOUN
emaj-141	210	45	development	development	NOUN
emaj-141	210	46	,	,	PUNCT
emaj-141	210	47	technological	technological	ADJ
emaj-141	210	48	readiness	readiness	NOUN
emaj-141	210	49	,	,	PUNCT
emaj-141	210	50	market	market	NOUN
emaj-141	210	51	size	size	NOUN
emaj-141	210	52	,	,	PUNCT
emaj-141	210	53	business	business	NOUN
emaj-141	210	54	sophistication	sophistication	NOUN
emaj-141	210	55	,	,	PUNCT
emaj-141	210	56	and	and	CCONJ
emaj-141	210	57	innovation	innovation	NOUN
emaj-141	210	58	.	.	PUNCT
emaj-141	211	1	all	all	PRON
emaj-141	211	2	of	of	ADP
emaj-141	211	3	them	they	PRON
emaj-141	211	4	have	have	VERB
emaj-141	211	5	different	different	ADJ
emaj-141	211	6	weights	weight	NOUN
emaj-141	211	7	,	,	PUNCT
emaj-141	211	8	which	which	PRON
emaj-141	211	9	vary	vary	VERB
emaj-141	211	10	from	from	ADP
emaj-141	211	11	country	country	NOUN
emaj-141	211	12	to	to	ADP
emaj-141	211	13	country	country	NOUN
emaj-141	211	14	to	to	PART
emaj-141	211	15	evaluate	evaluate	VERB
emaj-141	211	16	the	the	DET
emaj-141	211	17	stage	stage	NOUN
emaj-141	211	18	of	of	ADP
emaj-141	211	19	economic	economic	ADJ
emaj-141	211	20	development	development	NOUN
emaj-141	211	21	of	of	ADP
emaj-141	211	22	each	each	PRON
emaj-141	211	23	.	.	PUNCT
emaj-141	212	1	the	the	DET
emaj-141	212	2	final	final	ADJ
emaj-141	212	3	score	score	NOUN
emaj-141	212	4	is	be	AUX
emaj-141	212	5	obtained	obtain	VERB
emaj-141	212	6	by	by	ADP
emaj-141	212	7	the	the	DET
emaj-141	212	8	average	average	NOUN
emaj-141	212	9	of	of	ADP
emaj-141	212	10	the	the	DET
emaj-141	212	11	subscripts	subscript	NOUN
emaj-141	212	12	,	,	PUNCT
emaj-141	212	13	according	accord	VERB
emaj-141	212	14	to	to	ADP
emaj-141	212	15	the	the	DET
emaj-141	212	16	12	12	NUM
emaj-141	212	17	pillars	pillar	NOUN
emaj-141	212	18	.	.	PUNCT
emaj-141	213	1	the	the	DET
emaj-141	213	2	scoring	scoring	NOUN
emaj-141	213	3	of	of	ADP
emaj-141	213	4	each	each	DET
emaj-141	213	5	subscript	subscript	NOUN
emaj-141	213	6	is	be	AUX
emaj-141	213	7	from	from	ADP
emaj-141	213	8	1	1	NUM
emaj-141	213	9	to	to	ADP
emaj-141	213	10	7	7	NUM
emaj-141	213	11	,	,	PUNCT
emaj-141	213	12	where	where	SCONJ
emaj-141	213	13	the	the	DET
emaj-141	213	14	best	good	ADJ
emaj-141	213	15	score	score	NOUN
emaj-141	213	16	is	be	AUX
emaj-141	213	17	7	7	NUM
emaj-141	213	18	.	.	PUNCT
emaj-141	213	19	political	political	ADJ
emaj-141	213	20	stability	stability	NOUN
emaj-141	213	21	and	and	CCONJ
emaj-141	213	22	absence	absence	NOUN
emaj-141	213	23	of	of	ADP
emaj-141	213	24	violence	violence	NOUN
emaj-141	213	25	(	(	PUNCT
emaj-141	213	26	psavr	psavr	NOUN
emaj-141	213	27	)	)	PUNCT
emaj-141	213	28	,	,	PUNCT
emaj-141	213	29	measures	measure	VERB
emaj-141	213	30	the	the	DET
emaj-141	213	31	perception	perception	NOUN
emaj-141	213	32	of	of	ADP
emaj-141	213	33	the	the	DET
emaj-141	213	34	probability	probability	NOUN
emaj-141	213	35	of	of	ADP
emaj-141	213	36	political	political	ADJ
emaj-141	213	37	instability	instability	NOUN
emaj-141	213	38	and/or	and/or	CCONJ
emaj-141	213	39	politically	politically	ADV
emaj-141	213	40	motivated	motivated	ADJ
emaj-141	213	41	violence	violence	NOUN
emaj-141	213	42	,	,	PUNCT
emaj-141	213	43	including	include	VERB
emaj-141	213	44	terrorism	terrorism	NOUN
emaj-141	213	45	.	.	PUNCT
emaj-141	214	1	regulatory	regulatory	ADJ
emaj-141	214	2	quality	quality	NOUN
emaj-141	214	3	ranking	ranking	NOUN
emaj-141	214	4	(	(	PUNCT
emaj-141	214	5	rqr	rqr	NOUN
emaj-141	214	6	)	)	PUNCT
emaj-141	214	7	measures	measure	VERB
emaj-141	214	8	the	the	DET
emaj-141	214	9	perception	perception	NOUN
emaj-141	214	10	of	of	ADP
emaj-141	214	11	the	the	DET
emaj-141	214	12	government	government	NOUN
emaj-141	214	13	's	's	PART
emaj-141	214	14	ability	ability	NOUN
emaj-141	214	15	to	to	PART
emaj-141	214	16	formulate	formulate	VERB
emaj-141	214	17	and	and	CCONJ
emaj-141	214	18	implement	implement	VERB
emaj-141	214	19	sound	sound	ADJ
emaj-141	214	20	policies	policy	NOUN
emaj-141	214	21	and	and	CCONJ
emaj-141	214	22	regulations	regulation	NOUN
emaj-141	214	23	that	that	PRON
emaj-141	214	24	allow	allow	VERB
emaj-141	214	25	and	and	CCONJ
emaj-141	214	26	promote	promote	VERB
emaj-141	214	27	the	the	DET
emaj-141	214	28	private	private	ADJ
emaj-141	214	29	sector	sector	NOUN
emaj-141	214	30	development	development	NOUN
emaj-141	214	31	.	.	PUNCT
emaj-141	215	1	corruption	corruption	NOUN
emaj-141	215	2	control	control	NOUN
emaj-141	215	3	ranking	ranking	PROPN
emaj-141	215	4	(	(	PUNCT
emaj-141	215	5	ccr	ccr	PROPN
emaj-141	215	6	)	)	PUNCT
emaj-141	215	7	measures	measure	VERB
emaj-141	215	8	perceptions	perception	NOUN
emaj-141	215	9	about	about	ADP
emaj-141	215	10	the	the	DET
emaj-141	215	11	extent	extent	NOUN
emaj-141	215	12	to	to	PART
emaj-141	215	13	which	which	PRON
emaj-141	215	14	public	public	ADJ
emaj-141	215	15	power	power	NOUN
emaj-141	215	16	is	be	AUX
emaj-141	215	17	exercised	exercise	VERB
emaj-141	215	18	volume	volume	NOUN
emaj-141	215	19	7	7	NUM
emaj-141	215	20	no	no	DET
emaj-141	215	21	2	2	NUM
emaj-141	215	22	(	(	PUNCT
emaj-141	215	23	2017	2017	NUM
emaj-141	215	24	)	)	PUNCT
emaj-141	215	25	|	|	ADV
emaj-141	215	26	issn	issn	VERB
emaj-141	215	27	2158	2158	NUM
emaj-141	215	28	-	-	SYM
emaj-141	215	29	8708	8708	NUM
emaj-141	215	30	(	(	PUNCT
emaj-141	215	31	online	online	NOUN
emaj-141	215	32	)	)	PUNCT
emaj-141	215	33	|	|	ADV
emaj-141	215	34	doi	doi	X
emaj-141	215	35	10.5195	10.5195	NUM
emaj-141	215	36	/	/	SYM
emaj-141	215	37	emaj.2017.141	emaj.2017.141	PROPN
emaj-141	216	1	|	|	NOUN
emaj-141	216	2	http://emaj.pitt.edu	http://emaj.pitt.edu	VERB
emaj-141	216	3	comparison	comparison	NOUN
emaj-141	216	4	between	between	ADP
emaj-141	216	5	brazil	brazil	PROPN
emaj-141	216	6	and	and	CCONJ
emaj-141	216	7	the	the	DET
emaj-141	216	8	30	30	NUM
emaj-141	216	9	most	most	ADV
emaj-141	216	10	innovative	innovative	ADJ
emaj-141	216	11	countries	country	NOUN
emaj-141	216	12	in	in	ADP
emaj-141	216	13	the	the	DET
emaj-141	216	14	world	world	NOUN
emaj-141	216	15	page	page	NOUN
emaj-141	216	16	|24|	|24|	ADJ
emaj-141	216	17	emerging	emerge	VERB
emaj-141	216	18	markets	market	NOUN
emaj-141	216	19	journal	journal	NOUN
emaj-141	216	20	privately	privately	ADV
emaj-141	216	21	,	,	PUNCT
emaj-141	216	22	including	include	VERB
emaj-141	216	23	both	both	CCONJ
emaj-141	216	24	small	small	ADJ
emaj-141	216	25	and	and	CCONJ
emaj-141	216	26	large	large	ADJ
emaj-141	216	27	forms	form	NOUN
emaj-141	216	28	of	of	ADP
emaj-141	216	29	corruption	corruption	NOUN
emaj-141	216	30	,	,	PUNCT
emaj-141	216	31	as	as	ADV
emaj-141	216	32	well	well	ADV
emaj-141	216	33	as	as	ADP
emaj-141	216	34	the	the	DET
emaj-141	216	35	"	"	PUNCT
emaj-141	216	36	capture	capture	NOUN
emaj-141	216	37	"	"	PUNCT
emaj-141	216	38	of	of	ADP
emaj-141	216	39	the	the	DET
emaj-141	216	40	state	state	NOUN
emaj-141	216	41	by	by	ADP
emaj-141	216	42	elites	elite	NOUN
emaj-141	216	43	and	and	CCONJ
emaj-141	216	44	private	private	ADJ
emaj-141	216	45	interests	interest	NOUN
emaj-141	216	46	.	.	PUNCT
emaj-141	217	1	corruption	corruption	NOUN
emaj-141	217	2	perceptions	perception	NOUN
emaj-141	217	3	ranking	rank	VERB
emaj-141	217	4	(	(	PUNCT
emaj-141	217	5	cpr	cpr	PROPN
emaj-141	217	6	)	)	PUNCT
emaj-141	217	7	,	,	PUNCT
emaj-141	217	8	is	be	AUX
emaj-141	217	9	obtained	obtain	VERB
emaj-141	217	10	from	from	ADP
emaj-141	217	11	the	the	DET
emaj-141	217	12	corruption	corruption	NOUN
emaj-141	217	13	perceptions	perception	NOUN
emaj-141	217	14	index	index	NOUN
emaj-141	217	15	,	,	PUNCT
emaj-141	217	16	a	a	DET
emaj-141	217	17	high	high	ADJ
emaj-141	217	18	position	position	NOUN
emaj-141	217	19	in	in	ADP
emaj-141	217	20	the	the	DET
emaj-141	217	21	ranking	ranking	NOUN
emaj-141	217	22	reflects	reflect	VERB
emaj-141	217	23	a	a	DET
emaj-141	217	24	high	high	ADJ
emaj-141	217	25	score	score	NOUN
emaj-141	217	26	in	in	ADP
emaj-141	217	27	the	the	DET
emaj-141	217	28	index	index	NOUN
emaj-141	217	29	.	.	PUNCT
emaj-141	218	1	it	it	PRON
emaj-141	218	2	is	be	AUX
emaj-141	218	3	a	a	DET
emaj-141	218	4	composite	composite	ADJ
emaj-141	218	5	index	index	NOUN
emaj-141	218	6	and	and	CCONJ
emaj-141	218	7	uses	use	VERB
emaj-141	218	8	surveys	survey	NOUN
emaj-141	218	9	with	with	ADP
emaj-141	218	10	businessmen	businessman	NOUN
emaj-141	218	11	and	and	CCONJ
emaj-141	218	12	reviews	review	NOUN
emaj-141	218	13	from	from	ADP
emaj-141	218	14	analysts	analyst	NOUN
emaj-141	218	15	of	of	ADP
emaj-141	218	16	these	these	DET
emaj-141	218	17	countries	country	NOUN
emaj-141	218	18	.	.	PUNCT
emaj-141	219	1	the	the	DET
emaj-141	219	2	percentage	percentage	NOUN
emaj-141	219	3	of	of	ADP
emaj-141	219	4	the	the	DET
emaj-141	219	5	gross	gross	ADJ
emaj-141	219	6	domestic	domestic	ADJ
emaj-141	219	7	product	product	NOUN
emaj-141	219	8	(	(	PUNCT
emaj-141	219	9	erd	erd	NOUN
emaj-141	219	10	)	)	PUNCT
emaj-141	219	11	invested	invest	VERB
emaj-141	219	12	in	in	ADP
emaj-141	219	13	r&d	r&d	NOUN
emaj-141	219	14	is	be	AUX
emaj-141	219	15	formed	form	VERB
emaj-141	219	16	by	by	ADP
emaj-141	219	17	the	the	DET
emaj-141	219	18	investment	investment	NOUN
emaj-141	219	19	of	of	ADP
emaj-141	219	20	gdp	gdp	NOUN
emaj-141	219	21	in	in	ADP
emaj-141	219	22	r&d	r&d	NOUN
emaj-141	219	23	.	.	PUNCT
emaj-141	220	1	it	it	PRON
emaj-141	220	2	is	be	AUX
emaj-141	220	3	carried	carry	VERB
emaj-141	220	4	out	out	ADP
emaj-141	220	5	in	in	ADP
emaj-141	220	6	the	the	DET
emaj-141	220	7	nation	nation	NOUN
emaj-141	220	8	during	during	ADP
emaj-141	220	9	a	a	DET
emaj-141	220	10	certain	certain	ADJ
emaj-141	220	11	period	period	NOUN
emaj-141	220	12	,	,	PUNCT
emaj-141	220	13	which	which	PRON
emaj-141	220	14	includes	include	VERB
emaj-141	220	15	r&d	r&d	NOUN
emaj-141	220	16	carried	carry	VERB
emaj-141	220	17	out	out	ADP
emaj-141	220	18	within	within	ADP
emaj-141	220	19	a	a	DET
emaj-141	220	20	country	country	NOUN
emaj-141	220	21	and	and	CCONJ
emaj-141	220	22	financed	finance	VERB
emaj-141	220	23	from	from	ADP
emaj-141	220	24	abroad	abroad	ADV
emaj-141	220	25	.	.	PUNCT
emaj-141	221	1	but	but	CCONJ
emaj-141	221	2	,	,	PUNCT
emaj-141	221	3	it	it	PRON
emaj-141	221	4	excludes	exclude	VERB
emaj-141	221	5	payments	payment	NOUN
emaj-141	221	6	made	make	VERB
emaj-141	221	7	abroad	abroad	ADV
emaj-141	221	8	in	in	ADP
emaj-141	221	9	r&d	r&d	NOUN
emaj-141	221	10	.	.	PUNCT
emaj-141	222	1	7	7	X
emaj-141	222	2	.	.	X
emaj-141	222	3	data	datum	NOUN
emaj-141	222	4	analysis	analysis	NOUN
emaj-141	222	5	for	for	ADP
emaj-141	222	6	the	the	DET
emaj-141	222	7	data	datum	NOUN
emaj-141	222	8	analysis	analysis	NOUN
emaj-141	222	9	,	,	PUNCT
emaj-141	222	10	grouping	group	VERB
emaj-141	222	11	technique	technique	NOUN
emaj-141	222	12	was	be	AUX
emaj-141	222	13	used	use	VERB
emaj-141	222	14	.	.	PUNCT
emaj-141	223	1	this	this	DET
emaj-141	223	2	technique	technique	NOUN
emaj-141	223	3	uses	use	VERB
emaj-141	223	4	the	the	DET
emaj-141	223	5	euclidean	euclidean	ADJ
emaj-141	223	6	distance	distance	NOUN
emaj-141	223	7	and	and	CCONJ
emaj-141	223	8	represents	represent	VERB
emaj-141	223	9	the	the	DET
emaj-141	223	10	groups	group	NOUN
emaj-141	223	11	through	through	ADP
emaj-141	223	12	dendrograms	dendrogram	NOUN
emaj-141	223	13	.	.	PUNCT
emaj-141	224	1	the	the	DET
emaj-141	224	2	software	software	NOUN
emaj-141	224	3	used	use	VERB
emaj-141	224	4	as	as	ADP
emaj-141	224	5	computational	computational	ADJ
emaj-141	224	6	support	support	NOUN
emaj-141	224	7	was	be	AUX
emaj-141	224	8	ibm	ibm	PROPN
emaj-141	224	9	spss	spss	PROPN
emaj-141	224	10	.	.	PUNCT
emaj-141	225	1	before	before	ADP
emaj-141	225	2	showing	show	VERB
emaj-141	225	3	the	the	DET
emaj-141	225	4	results	result	NOUN
emaj-141	225	5	with	with	ADP
emaj-141	225	6	the	the	DET
emaj-141	225	7	clusters	cluster	NOUN
emaj-141	225	8	generated	generate	VERB
emaj-141	225	9	from	from	ADP
emaj-141	225	10	the	the	DET
emaj-141	225	11	variables	variable	NOUN
emaj-141	225	12	of	of	ADP
emaj-141	225	13	interest	interest	NOUN
emaj-141	225	14	,	,	PUNCT
emaj-141	225	15	the	the	DET
emaj-141	225	16	distributions	distribution	NOUN
emaj-141	225	17	of	of	ADP
emaj-141	225	18	these	these	DET
emaj-141	225	19	variables	variable	NOUN
emaj-141	225	20	are	be	AUX
emaj-141	225	21	presented	present	VERB
emaj-141	225	22	from	from	ADP
emaj-141	225	23	2012	2012	NUM
emaj-141	225	24	to	to	ADP
emaj-141	225	25	2015	2015	NUM
emaj-141	225	26	,	,	PUNCT
emaj-141	225	27	to	to	PART
emaj-141	225	28	observe	observe	VERB
emaj-141	225	29	the	the	DET
emaj-141	225	30	brazil‟s	brazil‟s	ADJ
emaj-141	225	31	position	position	NOUN
emaj-141	225	32	compared	compare	VERB
emaj-141	225	33	to	to	ADP
emaj-141	225	34	30	30	NUM
emaj-141	225	35	most	most	ADV
emaj-141	225	36	innovative	innovative	ADJ
emaj-141	225	37	countries	country	NOUN
emaj-141	225	38	according	accord	VERB
emaj-141	225	39	to	to	ADP
emaj-141	225	40	the	the	DET
emaj-141	225	41	oecd	oecd	PROPN
emaj-141	225	42	.	.	PUNCT
emaj-141	226	1	on	on	ADP
emaj-141	226	2	figure	figure	NOUN
emaj-141	226	3	2	2	NUM
emaj-141	226	4	,	,	PUNCT
emaj-141	226	5	we	we	PRON
emaj-141	226	6	have	have	VERB
emaj-141	226	7	the	the	DET
emaj-141	226	8	boxplots	boxplot	NOUN
emaj-141	226	9	considering	consider	VERB
emaj-141	226	10	the	the	DET
emaj-141	226	11	variables	variable	NOUN
emaj-141	226	12	:	:	PUNCT
emaj-141	226	13	iefr	iefr	ADJ
emaj-141	226	14	–	–	PUNCT
emaj-141	226	15	index	index	NOUN
emaj-141	226	16	of	of	ADP
emaj-141	226	17	economic	economic	ADJ
emaj-141	226	18	freedom	freedom	NOUN
emaj-141	226	19	ranking	rank	VERB
emaj-141	226	20	gcr	gcr	PROPN
emaj-141	226	21	global	global	ADJ
emaj-141	226	22	competitiveness	competitiveness	NOUN
emaj-141	226	23	ranking	rank	VERB
emaj-141	226	24	psavr	psavr	NOUN
emaj-141	226	25	political	political	ADJ
emaj-141	226	26	stability	stability	NOUN
emaj-141	226	27	and	and	CCONJ
emaj-141	226	28	absence	absence	NOUN
emaj-141	226	29	of	of	ADP
emaj-141	226	30	violence	violence	NOUN
emaj-141	226	31	rqr	rqr	ADJ
emaj-141	226	32	regulatory	regulatory	ADJ
emaj-141	226	33	quality	quality	NOUN
emaj-141	226	34	ranking	rank	VERB
emaj-141	226	35	ccr	ccr	PROPN
emaj-141	226	36	corruption	corruption	NOUN
emaj-141	226	37	control	control	NOUN
emaj-141	226	38	ranking	rank	VERB
emaj-141	226	39	cpr	cpr	ADJ
emaj-141	226	40	corruption	corruption	NOUN
emaj-141	226	41	perceptions	perception	NOUN
emaj-141	226	42	ranking	rank	VERB
emaj-141	226	43	erd	erd	NOUN
emaj-141	226	44	percentage	percentage	NOUN
emaj-141	226	45	of	of	ADP
emaj-141	226	46	gross	gross	ADJ
emaj-141	226	47	domestic	domestic	ADJ
emaj-141	226	48	product	product	NOUN
emaj-141	226	49	(	(	PUNCT
emaj-141	226	50	gdp	gdp	NOUN
emaj-141	226	51	)	)	PUNCT
emaj-141	226	52	invested	invest	VERB
emaj-141	226	53	in	in	ADP
emaj-141	226	54	r&d	r&d	NOUN
emaj-141	226	55	for	for	ADP
emaj-141	226	56	the	the	DET
emaj-141	226	57	variables	variable	NOUN
emaj-141	226	58	that	that	PRON
emaj-141	226	59	are	be	AUX
emaj-141	226	60	being	be	AUX
emaj-141	226	61	used	use	VERB
emaj-141	226	62	,	,	PUNCT
emaj-141	226	63	the	the	PRON
emaj-141	226	64	larger	large	ADJ
emaj-141	226	65	the	the	DET
emaj-141	226	66	boxplot	boxplot	NOUN
emaj-141	226	67	value	value	NOUN
emaj-141	226	68	the	the	PRON
emaj-141	226	69	worse	bad	ADJ
emaj-141	226	70	the	the	DET
emaj-141	226	71	country	country	NOUN
emaj-141	226	72	's	's	PART
emaj-141	226	73	situation	situation	NOUN
emaj-141	226	74	for	for	ADP
emaj-141	226	75	that	that	DET
emaj-141	226	76	macroeconomic	macroeconomic	ADJ
emaj-141	226	77	variable	variable	NOUN
emaj-141	226	78	,	,	PUNCT
emaj-141	226	79	except	except	SCONJ
emaj-141	226	80	for	for	ADP
emaj-141	226	81	the	the	DET
emaj-141	226	82	gross	gross	ADJ
emaj-141	226	83	domestic	domestic	ADJ
emaj-141	226	84	product	product	NOUN
emaj-141	226	85	(	(	PUNCT
emaj-141	226	86	gdp	gdp	NOUN
emaj-141	226	87	)	)	PUNCT
emaj-141	226	88	invested	invest	VERB
emaj-141	226	89	in	in	ADP
emaj-141	226	90	r&d	r&d	PROPN
emaj-141	226	91	(	(	PUNCT
emaj-141	226	92	erd	erd	PROPN
emaj-141	226	93	)	)	PUNCT
emaj-141	226	94	.	.	PUNCT
emaj-141	227	1	thus	thus	ADV
emaj-141	227	2	,	,	PUNCT
emaj-141	227	3	in	in	ADP
emaj-141	227	4	2012	2012	NUM
emaj-141	227	5	,	,	PUNCT
emaj-141	227	6	brazil	brazil	PROPN
emaj-141	227	7	presented	present	VERB
emaj-141	227	8	a	a	DET
emaj-141	227	9	weak	weak	ADJ
emaj-141	227	10	performance	performance	NOUN
emaj-141	227	11	in	in	ADP
emaj-141	227	12	four	four	NUM
emaj-141	227	13	of	of	ADP
emaj-141	227	14	the	the	DET
emaj-141	227	15	seven	seven	NUM
emaj-141	227	16	variables	variable	NOUN
emaj-141	227	17	surveyed	survey	VERB
emaj-141	227	18	,	,	PUNCT
emaj-141	227	19	moving	move	VERB
emaj-141	227	20	away	away	ADV
emaj-141	227	21	from	from	ADP
emaj-141	227	22	the	the	DET
emaj-141	227	23	most	most	ADV
emaj-141	227	24	innovative	innovative	ADJ
emaj-141	227	25	countries	country	NOUN
emaj-141	227	26	and	and	CCONJ
emaj-141	227	27	approaching	approach	VERB
emaj-141	227	28	latvia	latvia	PROPN
emaj-141	227	29	to	to	ADP
emaj-141	227	30	a	a	DET
emaj-141	227	31	bad	bad	ADJ
emaj-141	227	32	position	position	NOUN
emaj-141	227	33	in	in	ADP
emaj-141	227	34	the	the	DET
emaj-141	227	35	ranking	ranking	NOUN
emaj-141	227	36	of	of	ADP
emaj-141	227	37	corruption	corruption	NOUN
emaj-141	227	38	control	control	NOUN
emaj-141	227	39	(	(	PUNCT
emaj-141	227	40	ccr	ccr	PROPN
emaj-141	227	41	)	)	PUNCT
emaj-141	227	42	.	.	PUNCT
emaj-141	228	1	on	on	ADP
emaj-141	228	2	figure	figure	NOUN
emaj-141	228	3	2	2	NUM
emaj-141	228	4	,	,	PUNCT
emaj-141	228	5	israel	israel	PROPN
emaj-141	228	6	appears	appear	VERB
emaj-141	228	7	as	as	ADP
emaj-141	228	8	the	the	DET
emaj-141	228	9	worst	bad	ADJ
emaj-141	228	10	country	country	NOUN
emaj-141	228	11	in	in	ADP
emaj-141	228	12	terms	term	NOUN
emaj-141	228	13	of	of	ADP
emaj-141	228	14	political	political	ADJ
emaj-141	228	15	stability	stability	NOUN
emaj-141	228	16	and	and	CCONJ
emaj-141	228	17	absence	absence	NOUN
emaj-141	228	18	of	of	ADP
emaj-141	228	19	violence	violence	NOUN
emaj-141	228	20	.	.	PUNCT
emaj-141	229	1	figure	figure	NOUN
emaj-141	229	2	2	2	NUM
emaj-141	229	3	.	.	NOUN
emaj-141	229	4	bloxpot	bloxpot	NOUN
emaj-141	229	5	of	of	ADP
emaj-141	229	6	the	the	DET
emaj-141	229	7	macroeconomic	macroeconomic	ADJ
emaj-141	229	8	variables	variable	NOUN
emaj-141	229	9	of	of	ADP
emaj-141	229	10	the	the	DET
emaj-141	229	11	30	30	NUM
emaj-141	229	12	most	most	ADV
emaj-141	229	13	innovative	innovative	ADJ
emaj-141	229	14	countries	country	NOUN
emaj-141	229	15	and	and	CCONJ
emaj-141	229	16	brazil	brazil	PROPN
emaj-141	229	17	for	for	ADP
emaj-141	229	18	2012	2012	NUM
emaj-141	229	19	.	.	PUNCT
emaj-141	230	1	in	in	ADP
emaj-141	230	2	2013	2013	NUM
emaj-141	230	3	,	,	PUNCT
emaj-141	230	4	brazil	brazil	PROPN
emaj-141	230	5	still	still	ADV
emaj-141	230	6	had	have	VERB
emaj-141	230	7	a	a	DET
emaj-141	230	8	poor	poor	ADJ
emaj-141	230	9	performance	performance	NOUN
emaj-141	230	10	in	in	ADP
emaj-141	230	11	four	four	NUM
emaj-141	230	12	of	of	ADP
emaj-141	230	13	the	the	DET
emaj-141	230	14	seven	seven	NUM
emaj-141	230	15	variables	variable	NOUN
emaj-141	230	16	.	.	PUNCT
emaj-141	231	1	but	but	CCONJ
emaj-141	231	2	this	this	DET
emaj-141	231	3	time	time	NOUN
emaj-141	231	4	italy	italy	PROPN
emaj-141	231	5	joined	join	VERB
emaj-141	231	6	it	it	PRON
emaj-141	231	7	also	also	ADV
emaj-141	231	8	with	with	ADP
emaj-141	231	9	a	a	DET
emaj-141	231	10	poor	poor	ADJ
emaj-141	231	11	position	position	NOUN
emaj-141	231	12	in	in	ADP
emaj-141	231	13	the	the	DET
emaj-141	231	14	ranking	ranking	NOUN
emaj-141	231	15	of	of	ADP
emaj-141	231	16	corruption	corruption	NOUN
emaj-141	231	17	control	control	NOUN
emaj-141	231	18	,	,	PUNCT
emaj-141	231	19	as	as	SCONJ
emaj-141	231	20	it	it	PRON
emaj-141	231	21	can	can	AUX
emaj-141	231	22	be	be	AUX
emaj-141	231	23	seen	see	VERB
emaj-141	231	24	on	on	ADP
emaj-141	231	25	figure	figure	NOUN
emaj-141	231	26	3	3	NUM
emaj-141	231	27	.	.	PUNCT
emaj-141	231	28	figure	figure	VERB
emaj-141	231	29	3	3	NUM
emaj-141	231	30	.	.	NOUN
emaj-141	231	31	bloxpot	bloxpot	NOUN
emaj-141	231	32	of	of	ADP
emaj-141	231	33	the	the	DET
emaj-141	231	34	macroeconomic	macroeconomic	ADJ
emaj-141	231	35	variables	variable	NOUN
emaj-141	231	36	of	of	ADP
emaj-141	231	37	the	the	DET
emaj-141	231	38	30	30	NUM
emaj-141	231	39	most	most	ADV
emaj-141	231	40	innovative	innovative	ADJ
emaj-141	231	41	countries	country	NOUN
emaj-141	231	42	and	and	CCONJ
emaj-141	231	43	brazil	brazil	PROPN
emaj-141	231	44	for	for	ADP
emaj-141	231	45	2013	2013	NUM
emaj-141	231	46	.	.	PUNCT
emaj-141	232	1	in	in	ADP
emaj-141	232	2	2014	2014	NUM
emaj-141	232	3	,	,	PUNCT
emaj-141	232	4	brazil	brazil	PROPN
emaj-141	232	5	's	's	PART
emaj-141	232	6	performance	performance	NOUN
emaj-141	232	7	in	in	ADP
emaj-141	232	8	terms	term	NOUN
emaj-141	232	9	of	of	ADP
emaj-141	232	10	the	the	DET
emaj-141	232	11	macroeconomic	macroeconomic	ADJ
emaj-141	232	12	variables	variable	NOUN
emaj-141	232	13	analysed	analyse	VERB
emaj-141	232	14	remained	remain	VERB
emaj-141	232	15	below	below	ADP
emaj-141	232	16	the	the	DET
emaj-141	232	17	most	most	ADV
emaj-141	232	18	innovative	innovative	ADJ
emaj-141	232	19	countries	country	NOUN
emaj-141	232	20	.	.	PUNCT
emaj-141	233	1	but	but	CCONJ
emaj-141	233	2	this	this	DET
emaj-141	233	3	time	time	NOUN
emaj-141	233	4	china	china	PROPN
emaj-141	233	5	entered	enter	VERB
emaj-141	233	6	the	the	DET
emaj-141	233	7	ranking	ranking	NOUN
emaj-141	233	8	in	in	ADP
emaj-141	233	9	the	the	DET
emaj-141	233	10	category	category	NOUN
emaj-141	233	11	of	of	ADP
emaj-141	233	12	innovative	innovative	ADJ
emaj-141	233	13	country	country	NOUN
emaj-141	233	14	.	.	PUNCT
emaj-141	234	1	both	both	PRON
emaj-141	234	2	china	china	PROPN
emaj-141	234	3	and	and	CCONJ
emaj-141	234	4	brazil	brazil	PROPN
emaj-141	234	5	are	be	AUX
emaj-141	234	6	brics	bric	NOUN
emaj-141	234	7	countries	country	NOUN
emaj-141	234	8	.	.	PUNCT
emaj-141	235	1	but	but	CCONJ
emaj-141	235	2	what	what	PRON
emaj-141	235	3	can	can	AUX
emaj-141	235	4	be	be	AUX
emaj-141	235	5	observed	observe	VERB
emaj-141	235	6	for	for	ADP
emaj-141	235	7	the	the	DET
emaj-141	235	8	years	year	NOUN
emaj-141	235	9	2014	2014	NUM
emaj-141	235	10	and	and	CCONJ
emaj-141	235	11	2015	2015	NUM
emaj-141	235	12	is	be	AUX
emaj-141	235	13	that	that	SCONJ
emaj-141	235	14	these	these	DET
emaj-141	235	15	countries	country	NOUN
emaj-141	235	16	show	show	VERB
emaj-141	235	17	inferior	inferior	ADJ
emaj-141	235	18	results	result	NOUN
emaj-141	235	19	jointly	jointly	ADV
emaj-141	235	20	,	,	PUNCT
emaj-141	235	21	when	when	SCONJ
emaj-141	235	22	compared	compare	VERB
emaj-141	235	23	to	to	ADP
emaj-141	235	24	the	the	DET
emaj-141	235	25	traditionally	traditionally	ADV
emaj-141	235	26	more	more	ADV
emaj-141	235	27	innovative	innovative	ADJ
emaj-141	235	28	countries	country	NOUN
emaj-141	235	29	.	.	PUNCT
emaj-141	236	1	it	it	PRON
emaj-141	236	2	is	be	AUX
emaj-141	236	3	highlighted	highlight	VERB
emaj-141	236	4	on	on	ADP
emaj-141	236	5	figure	figure	NOUN
emaj-141	236	6	4	4	NUM
emaj-141	236	7	that	that	SCONJ
emaj-141	236	8	china	china	PROPN
emaj-141	236	9	,	,	PUNCT
emaj-141	236	10	even	even	ADV
emaj-141	236	11	belonging	belong	VERB
emaj-141	236	12	to	to	ADP
emaj-141	236	13	the	the	DET
emaj-141	236	14	30	30	NUM
emaj-141	236	15	most	most	ADV
emaj-141	236	16	innovative	innovative	ADJ
emaj-141	236	17	countries	country	NOUN
emaj-141	236	18	,	,	PUNCT
emaj-141	236	19	had	have	VERB
emaj-141	236	20	the	the	DET
emaj-141	236	21	worst	bad	ADJ
emaj-141	236	22	ranking	ranking	NOUN
emaj-141	236	23	in	in	ADP
emaj-141	236	24	terms	term	NOUN
emaj-141	236	25	of	of	ADP
emaj-141	236	26	human	human	PROPN
emaj-141	236	27	development	development	PROPN
emaj-141	236	28	index	index	NOUN
emaj-141	236	29	,	,	PUNCT
emaj-141	236	30	ranking	rank	VERB
emaj-141	236	31	of	of	ADP
emaj-141	236	32	regulatory	regulatory	ADJ
emaj-141	236	33	quality	quality	NOUN
emaj-141	236	34	and	and	CCONJ
emaj-141	236	35	ranking	ranking	NOUN
emaj-141	236	36	of	of	ADP
emaj-141	236	37	corruption	corruption	NOUN
emaj-141	236	38	perceptions	perception	NOUN
emaj-141	236	39	.	.	PUNCT
emaj-141	237	1	in	in	ADP
emaj-141	237	2	that	that	DET
emaj-141	237	3	year	year	NOUN
emaj-141	237	4	,	,	PUNCT
emaj-141	237	5	slovenia	slovenia	PROPN
emaj-141	237	6	appears	appear	VERB
emaj-141	237	7	alone	alone	ADJ
emaj-141	237	8	with	with	ADP
emaj-141	237	9	the	the	DET
emaj-141	237	10	worst	bad	ADJ
emaj-141	237	11	positioning	positioning	NOUN
emaj-141	237	12	in	in	ADP
emaj-141	237	13	the	the	DET
emaj-141	237	14	global	global	ADJ
emaj-141	237	15	competitiveness	competitiveness	NOUN
emaj-141	237	16	ranking	ranking	NOUN
emaj-141	237	17	.	.	PUNCT
emaj-141	238	1	that	that	PRON
emaj-141	238	2	is	be	AUX
emaj-141	238	3	,	,	PUNCT
emaj-141	238	4	the	the	DET
emaj-141	238	5	30	30	NUM
emaj-141	238	6	most	most	ADV
emaj-141	238	7	innovative	innovative	ADJ
emaj-141	238	8	countries	country	NOUN
emaj-141	238	9	change	change	VERB
emaj-141	238	10	annually	annually	ADV
emaj-141	238	11	as	as	SCONJ
emaj-141	238	12	they	they	PRON
emaj-141	238	13	are	be	AUX
emaj-141	238	14	improving	improve	VERB
emaj-141	238	15	and	and	CCONJ
emaj-141	238	16	evolving	evolve	VERB
emaj-141	238	17	in	in	ADP
emaj-141	238	18	terms	term	NOUN
emaj-141	238	19	of	of	ADP
emaj-141	238	20	their	their	PRON
emaj-141	238	21	macroeconomic	macroeconomic	ADJ
emaj-141	238	22	,	,	PUNCT
emaj-141	238	23	political	political	ADJ
emaj-141	238	24	,	,	PUNCT
emaj-141	238	25	social	social	ADJ
emaj-141	238	26	,	,	PUNCT
emaj-141	238	27	technological	technological	ADJ
emaj-141	238	28	and	and	CCONJ
emaj-141	238	29	other	other	ADJ
emaj-141	238	30	variables	variable	NOUN
emaj-141	238	31	.	.	PUNCT
emaj-141	239	1	despite	despite	SCONJ
emaj-141	239	2	this	this	PRON
emaj-141	239	3	,	,	PUNCT
emaj-141	239	4	the	the	DET
emaj-141	239	5	distancing	distancing	NOUN
emaj-141	239	6	of	of	ADP
emaj-141	239	7	brazil	brazil	PROPN
emaj-141	239	8	is	be	AUX
emaj-141	239	9	so	so	ADV
emaj-141	239	10	great	great	ADJ
emaj-141	239	11	that	that	SCONJ
emaj-141	239	12	it	it	PRON
emaj-141	239	13	can	can	AUX
emaj-141	239	14	not	not	PART
emaj-141	239	15	be	be	AUX
emaj-141	239	16	within	within	ADP
emaj-141	239	17	the	the	DET
emaj-141	239	18	distribution	distribution	NOUN
emaj-141	239	19	of	of	ADP
emaj-141	239	20	typical	typical	ADJ
emaj-141	239	21	values	value	NOUN
emaj-141	239	22	of	of	ADP
emaj-141	239	23	these	these	DET
emaj-141	239	24	variables	variable	NOUN
emaj-141	239	25	.	.	PUNCT
emaj-141	240	1	volume	volume	NOUN
emaj-141	240	2	7	7	NUM
emaj-141	240	3	no	no	DET
emaj-141	240	4	2	2	NUM
emaj-141	240	5	(	(	PUNCT
emaj-141	240	6	2017	2017	NUM
emaj-141	240	7	)	)	PUNCT
emaj-141	240	8	|	|	ADV
emaj-141	240	9	issn	issn	VERB
emaj-141	240	10	2158	2158	NUM
emaj-141	240	11	-	-	SYM
emaj-141	240	12	8708	8708	NUM
emaj-141	240	13	(	(	PUNCT
emaj-141	240	14	online	online	NOUN
emaj-141	240	15	)	)	PUNCT
emaj-141	240	16	|	|	ADV
emaj-141	240	17	doi	doi	X
emaj-141	240	18	10.5195	10.5195	NUM
emaj-141	240	19	/	/	SYM
emaj-141	240	20	emaj.2017.141	emaj.2017.141	PROPN
emaj-141	241	1	|	|	NOUN
emaj-141	241	2	http://emaj.pitt.edu	http://emaj.pitt.edu	PROPN
emaj-141	241	3	marisa	marisa	PROPN
emaj-141	241	4	moser	moser	PROPN
emaj-141	241	5	,	,	PUNCT
emaj-141	241	6	mauri	mauri	PROPN
emaj-141	241	7	aparecido	aparecido	PROPN
emaj-141	241	8	de	de	PROPN
emaj-141	241	9	oliveira	oliveira	PROPN
emaj-141	241	10	,	,	PUNCT
emaj-141	241	11	ricardo	ricardo	PROPN
emaj-141	241	12	luiz	luiz	PROPN
emaj-141	241	13	pereira	pereira	PROPN
emaj-141	241	14	bueno	bueno	PROPN
emaj-141	241	15	emerging	emerge	VERB
emaj-141	241	16	markets	market	NOUN
emaj-141	241	17	journal	journal	NOUN
emaj-141	241	18	|	|	ADV
emaj-141	241	19	p	p	NOUN
emaj-141	241	20	a	a	DET
emaj-141	241	21	g	g	NOUN
emaj-141	241	22	e	e	NOUN
emaj-141	241	23	|25	|25	NUM
emaj-141	241	24	figure	figure	NOUN
emaj-141	241	25	4	4	NUM
emaj-141	241	26	.	.	NOUN
emaj-141	241	27	bloxpot	bloxpot	NOUN
emaj-141	241	28	of	of	ADP
emaj-141	241	29	the	the	DET
emaj-141	241	30	macroeconomic	macroeconomic	ADJ
emaj-141	241	31	variables	variable	NOUN
emaj-141	241	32	of	of	ADP
emaj-141	241	33	the	the	DET
emaj-141	241	34	30	30	NUM
emaj-141	241	35	most	most	ADV
emaj-141	241	36	innovative	innovative	ADJ
emaj-141	241	37	countries	country	NOUN
emaj-141	241	38	and	and	CCONJ
emaj-141	241	39	brazil	brazil	PROPN
emaj-141	241	40	for	for	ADP
emaj-141	241	41	2014	2014	NUM
emaj-141	241	42	.	.	PUNCT
emaj-141	242	1	by	by	ADP
emaj-141	242	2	2015	2015	NUM
emaj-141	242	3	,	,	PUNCT
emaj-141	242	4	brazil	brazil	PROPN
emaj-141	242	5	,	,	PUNCT
emaj-141	242	6	by	by	ADP
emaj-141	242	7	the	the	DET
emaj-141	242	8	results	result	NOUN
emaj-141	242	9	presented	present	VERB
emaj-141	242	10	of	of	ADP
emaj-141	242	11	the	the	DET
emaj-141	242	12	variables	variable	NOUN
emaj-141	242	13	of	of	ADP
emaj-141	242	14	interest	interest	NOUN
emaj-141	242	15	,	,	PUNCT
emaj-141	242	16	could	could	AUX
emaj-141	242	17	be	be	AUX
emaj-141	242	18	considered	consider	VERB
emaj-141	242	19	a	a	DET
emaj-141	242	20	country	country	NOUN
emaj-141	242	21	with	with	ADP
emaj-141	242	22	little	little	ADJ
emaj-141	242	23	economic	economic	ADJ
emaj-141	242	24	freedom	freedom	NOUN
emaj-141	242	25	,	,	PUNCT
emaj-141	242	26	the	the	DET
emaj-141	242	27	second	second	ADJ
emaj-141	242	28	worst	bad	ADJ
emaj-141	242	29	in	in	ADP
emaj-141	242	30	regulatory	regulatory	ADJ
emaj-141	242	31	quality	quality	NOUN
emaj-141	242	32	and	and	CCONJ
emaj-141	242	33	the	the	DET
emaj-141	242	34	most	most	ADV
emaj-141	242	35	corrupt	corrupt	ADJ
emaj-141	242	36	among	among	ADP
emaj-141	242	37	the	the	DET
emaj-141	242	38	31	31	NUM
emaj-141	242	39	countries	country	NOUN
emaj-141	242	40	analysed	analyse	VERB
emaj-141	242	41	.	.	PUNCT
emaj-141	243	1	compared	compare	VERB
emaj-141	243	2	with	with	ADP
emaj-141	243	3	the	the	DET
emaj-141	243	4	other	other	ADJ
emaj-141	243	5	more	more	ADV
emaj-141	243	6	innovative	innovative	ADJ
emaj-141	243	7	countries	country	NOUN
emaj-141	243	8	,	,	PUNCT
emaj-141	243	9	brazil	brazil	PROPN
emaj-141	243	10	had	have	VERB
emaj-141	243	11	the	the	DET
emaj-141	243	12	worst	bad	ADJ
emaj-141	243	13	corruption	corruption	NOUN
emaj-141	243	14	control	control	NOUN
emaj-141	243	15	and	and	CCONJ
emaj-141	243	16	the	the	DET
emaj-141	243	17	second	second	ADJ
emaj-141	243	18	worst	bad	ADJ
emaj-141	243	19	foreign	foreign	ADJ
emaj-141	243	20	perception	perception	NOUN
emaj-141	243	21	.	.	PUNCT
emaj-141	244	1	figure	figure	NOUN
emaj-141	244	2	5	5	NUM
emaj-141	244	3	.	.	NOUN
emaj-141	244	4	bloxpot	bloxpot	NOUN
emaj-141	244	5	of	of	ADP
emaj-141	244	6	the	the	DET
emaj-141	244	7	macroeconomic	macroeconomic	ADJ
emaj-141	244	8	variables	variable	NOUN
emaj-141	244	9	of	of	ADP
emaj-141	244	10	the	the	DET
emaj-141	244	11	30	30	NUM
emaj-141	244	12	most	most	ADV
emaj-141	244	13	innovative	innovative	ADJ
emaj-141	244	14	countries	country	NOUN
emaj-141	244	15	and	and	CCONJ
emaj-141	244	16	brazil	brazil	PROPN
emaj-141	244	17	for	for	ADP
emaj-141	244	18	2015	2015	NUM
emaj-141	244	19	.	.	PUNCT
emaj-141	245	1	figure	figure	NOUN
emaj-141	245	2	6	6	NUM
emaj-141	245	3	shows	show	VERB
emaj-141	245	4	the	the	DET
emaj-141	245	5	clusters	cluster	NOUN
emaj-141	245	6	formed	form	VERB
emaj-141	245	7	from	from	ADP
emaj-141	245	8	the	the	DET
emaj-141	245	9	distances	distance	NOUN
emaj-141	245	10	between	between	ADP
emaj-141	245	11	the	the	DET
emaj-141	245	12	variables	variable	NOUN
emaj-141	245	13	(	(	PUNCT
emaj-141	245	14	iefr	iefr	PROPN
emaj-141	245	15	,	,	PUNCT
emaj-141	245	16	gcr	gcr	NOUN
emaj-141	245	17	,	,	PUNCT
emaj-141	245	18	psavr	psavr	PROPN
emaj-141	245	19	,	,	PUNCT
emaj-141	245	20	rqr	rqr	NUM
emaj-141	245	21	,	,	PUNCT
emaj-141	245	22	ccr	ccr	PROPN
emaj-141	245	23	cpr	cpr	PROPN
emaj-141	245	24	and	and	CCONJ
emaj-141	245	25	erd	erd	PROPN
emaj-141	245	26	)	)	PUNCT
emaj-141	245	27	,	,	PUNCT
emaj-141	245	28	where	where	SCONJ
emaj-141	245	29	human	human	ADJ
emaj-141	245	30	development	development	NOUN
emaj-141	245	31	index	index	NOUN
emaj-141	245	32	(	(	PUNCT
emaj-141	245	33	hdi	hdi	PROPN
emaj-141	245	34	)	)	PUNCT
emaj-141	245	35	is	be	AUX
emaj-141	245	36	also	also	ADV
emaj-141	245	37	added	add	VERB
emaj-141	245	38	.	.	PUNCT
emaj-141	246	1	if	if	SCONJ
emaj-141	246	2	we	we	PRON
emaj-141	246	3	consider	consider	VERB
emaj-141	246	4	two	two	NUM
emaj-141	246	5	groups	group	NOUN
emaj-141	246	6	,	,	PUNCT
emaj-141	246	7	we	we	PRON
emaj-141	246	8	notice	notice	VERB
emaj-141	246	9	that	that	SCONJ
emaj-141	246	10	brazil	brazil	PROPN
emaj-141	246	11	is	be	AUX
emaj-141	246	12	isolated	isolate	VERB
emaj-141	246	13	when	when	SCONJ
emaj-141	246	14	compared	compare	VERB
emaj-141	246	15	to	to	ADP
emaj-141	246	16	the	the	DET
emaj-141	246	17	most	most	ADV
emaj-141	246	18	innovative	innovative	ADJ
emaj-141	246	19	countries	country	NOUN
emaj-141	246	20	.	.	PUNCT
emaj-141	247	1	it	it	PRON
emaj-141	247	2	is	be	AUX
emaj-141	247	3	an	an	DET
emaj-141	247	4	outlier	outlier	NOUN
emaj-141	247	5	,	,	PUNCT
emaj-141	247	6	has	have	VERB
emaj-141	247	7	no	no	DET
emaj-141	247	8	similarity	similarity	NOUN
emaj-141	247	9	in	in	ADP
emaj-141	247	10	terms	term	NOUN
emaj-141	247	11	of	of	ADP
emaj-141	247	12	macroeconomic	macroeconomic	ADJ
emaj-141	247	13	,	,	PUNCT
emaj-141	247	14	political	political	ADJ
emaj-141	247	15	and	and	CCONJ
emaj-141	247	16	social	social	ADJ
emaj-141	247	17	variables	variable	NOUN
emaj-141	247	18	present	present	ADJ
emaj-141	247	19	in	in	ADP
emaj-141	247	20	other	other	ADJ
emaj-141	247	21	countries	country	NOUN
emaj-141	247	22	classified	classify	VERB
emaj-141	247	23	as	as	ADP
emaj-141	247	24	the	the	DET
emaj-141	247	25	most	most	ADV
emaj-141	247	26	innovative	innovative	ADJ
emaj-141	247	27	in	in	ADP
emaj-141	247	28	2012	2012	NUM
emaj-141	247	29	.	.	PUNCT
emaj-141	248	1	in	in	ADP
emaj-141	248	2	that	that	DET
emaj-141	248	3	year	year	NOUN
emaj-141	248	4	,	,	PUNCT
emaj-141	248	5	the	the	DET
emaj-141	248	6	northern	northern	ADJ
emaj-141	248	7	european	european	ADJ
emaj-141	248	8	countries	country	NOUN
emaj-141	248	9	(	(	PUNCT
emaj-141	248	10	switzerland	switzerland	PROPN
emaj-141	248	11	,	,	PUNCT
emaj-141	248	12	finland	finland	PROPN
emaj-141	248	13	,	,	PUNCT
emaj-141	248	14	sweden	sweden	PROPN
emaj-141	248	15	and	and	CCONJ
emaj-141	248	16	denmark	denmark	PROPN
emaj-141	248	17	)	)	PUNCT
emaj-141	248	18	formed	form	VERB
emaj-141	248	19	an	an	DET
emaj-141	248	20	isolated	isolated	ADJ
emaj-141	248	21	group	group	NOUN
emaj-141	248	22	.	.	PUNCT
emaj-141	249	1	israel	israel	PROPN
emaj-141	249	2	and	and	CCONJ
emaj-141	249	3	south	south	PROPN
emaj-141	249	4	korea	korea	PROPN
emaj-141	249	5	are	be	AUX
emaj-141	249	6	similar	similar	ADJ
emaj-141	249	7	in	in	ADP
emaj-141	249	8	accordance	accordance	NOUN
emaj-141	249	9	with	with	ADP
emaj-141	249	10	the	the	DET
emaj-141	249	11	criteria	criterion	NOUN
emaj-141	249	12	used	use	VERB
emaj-141	249	13	in	in	ADP
emaj-141	249	14	the	the	DET
emaj-141	249	15	formation	formation	NOUN
emaj-141	249	16	of	of	ADP
emaj-141	249	17	clusters	cluster	NOUN
emaj-141	249	18	.	.	PUNCT
emaj-141	250	1	also	also	ADV
emaj-141	250	2	,	,	PUNCT
emaj-141	250	3	the	the	DET
emaj-141	250	4	clusters	cluster	NOUN
emaj-141	250	5	that	that	PRON
emaj-141	250	6	will	will	AUX
emaj-141	250	7	follow	follow	VERB
emaj-141	250	8	these	these	DET
emaj-141	250	9	two	two	NUM
emaj-141	250	10	countries	country	NOUN
emaj-141	250	11	will	will	AUX
emaj-141	250	12	always	always	ADV
emaj-141	250	13	be	be	AUX
emaj-141	250	14	close	close	ADJ
emaj-141	250	15	.	.	PUNCT
emaj-141	251	1	the	the	DET
emaj-141	251	2	other	other	ADJ
emaj-141	251	3	countries	country	NOUN
emaj-141	251	4	form	form	VERB
emaj-141	251	5	clusters	cluster	NOUN
emaj-141	251	6	as	as	SCONJ
emaj-141	251	7	shown	show	VERB
emaj-141	251	8	in	in	ADP
emaj-141	251	9	figure	figure	NOUN
emaj-141	251	10	6	6	NUM
emaj-141	251	11	.	.	PUNCT
emaj-141	251	12	figure	figure	VERB
emaj-141	251	13	6	6	NUM
emaj-141	251	14	.	.	PUNCT
emaj-141	251	15	formation	formation	NOUN
emaj-141	251	16	of	of	ADP
emaj-141	251	17	clusters	cluster	NOUN
emaj-141	251	18	of	of	ADP
emaj-141	251	19	the	the	DET
emaj-141	251	20	most	most	ADV
emaj-141	251	21	innovative	innovative	ADJ
emaj-141	251	22	countries	country	NOUN
emaj-141	251	23	(	(	PUNCT
emaj-141	251	24	in	in	ADP
emaj-141	251	25	2012	2012	NUM
emaj-141	251	26	)	)	PUNCT
emaj-141	251	27	and	and	CCONJ
emaj-141	251	28	brazil‟s	brazil‟s	NOUN
emaj-141	251	29	position	position	NOUN
emaj-141	251	30	figure	figure	NOUN
emaj-141	251	31	7	7	NUM
emaj-141	251	32	.	.	PUNCT
emaj-141	251	33	formation	formation	NOUN
emaj-141	251	34	of	of	ADP
emaj-141	251	35	clusters	cluster	NOUN
emaj-141	251	36	of	of	ADP
emaj-141	251	37	the	the	DET
emaj-141	251	38	most	most	ADV
emaj-141	251	39	innovative	innovative	ADJ
emaj-141	251	40	countries	country	NOUN
emaj-141	251	41	(	(	PUNCT
emaj-141	251	42	in	in	ADP
emaj-141	251	43	2013	2013	NUM
emaj-141	251	44	)	)	PUNCT
emaj-141	251	45	and	and	CCONJ
emaj-141	251	46	brazil‟s	brazil‟s	ADJ
emaj-141	251	47	position	position	NOUN
emaj-141	251	48	in	in	ADP
emaj-141	251	49	2013	2013	NUM
emaj-141	251	50	,	,	PUNCT
emaj-141	251	51	the	the	DET
emaj-141	251	52	same	same	ADJ
emaj-141	251	53	happens	happen	VERB
emaj-141	251	54	with	with	ADP
emaj-141	251	55	brazil	brazil	PROPN
emaj-141	251	56	.	.	PUNCT
emaj-141	252	1	it	it	PRON
emaj-141	252	2	does	do	AUX
emaj-141	252	3	not	not	PART
emaj-141	252	4	form	form	VERB
emaj-141	252	5	a	a	DET
emaj-141	252	6	cluster	cluster	NOUN
emaj-141	252	7	with	with	ADP
emaj-141	252	8	any	any	DET
emaj-141	252	9	country	country	NOUN
emaj-141	252	10	.	.	PUNCT
emaj-141	253	1	it	it	PRON
emaj-141	253	2	remains	remain	VERB
emaj-141	253	3	isolated	isolated	ADJ
emaj-141	253	4	from	from	ADP
emaj-141	253	5	the	the	DET
emaj-141	253	6	others	other	NOUN
emaj-141	253	7	and	and	CCONJ
emaj-141	253	8	the	the	DET
emaj-141	253	9	previously	previously	ADV
emaj-141	253	10	mentioned	mention	VERB
emaj-141	253	11	pair	pair	NOUN
emaj-141	253	12	israel	israel	PROPN
emaj-141	253	13	and	and	CCONJ
emaj-141	253	14	south	south	PROPN
emaj-141	253	15	korea	korea	PROPN
emaj-141	253	16	continues	continue	VERB
emaj-141	253	17	in	in	ADP
emaj-141	253	18	the	the	DET
emaj-141	253	19	same	same	ADJ
emaj-141	253	20	cluster	cluster	NOUN
emaj-141	253	21	.	.	PUNCT
emaj-141	254	1	france	france	PROPN
emaj-141	254	2	and	and	CCONJ
emaj-141	254	3	belgium	belgium	PROPN
emaj-141	254	4	,	,	PUNCT
emaj-141	254	5	which	which	PRON
emaj-141	254	6	in	in	ADP
emaj-141	254	7	2012	2012	NUM
emaj-141	254	8	were	be	AUX
emaj-141	254	9	in	in	ADP
emaj-141	254	10	volume	volume	NOUN
emaj-141	254	11	7	7	NUM
emaj-141	254	12	no	no	DET
emaj-141	254	13	2	2	NUM
emaj-141	254	14	(	(	PUNCT
emaj-141	254	15	2017	2017	NUM
emaj-141	254	16	)	)	PUNCT
emaj-141	254	17	|	|	ADV
emaj-141	254	18	issn	issn	VERB
emaj-141	254	19	2158	2158	NUM
emaj-141	254	20	-	-	SYM
emaj-141	254	21	8708	8708	NUM
emaj-141	254	22	(	(	PUNCT
emaj-141	254	23	online	online	NOUN
emaj-141	254	24	)	)	PUNCT
emaj-141	254	25	|	|	ADV
emaj-141	254	26	doi	doi	X
emaj-141	254	27	10.5195	10.5195	NUM
emaj-141	254	28	/	/	SYM
emaj-141	254	29	emaj.2017.141	emaj.2017.141	PROPN
emaj-141	255	1	|	|	NOUN
emaj-141	255	2	http://emaj.pitt.edu	http://emaj.pitt.edu	AUX
emaj-141	255	3	comparison	comparison	NOUN
emaj-141	255	4	between	between	ADP
emaj-141	255	5	brazil	brazil	PROPN
emaj-141	255	6	and	and	CCONJ
emaj-141	255	7	the	the	DET
emaj-141	255	8	30	30	NUM
emaj-141	255	9	most	most	ADV
emaj-141	255	10	innovative	innovative	ADJ
emaj-141	255	11	countries	country	NOUN
emaj-141	255	12	in	in	ADP
emaj-141	255	13	the	the	DET
emaj-141	255	14	world	world	NOUN
emaj-141	255	15	page	page	NOUN
emaj-141	255	16	|26|	|26|	NOUN
emaj-141	255	17	emerging	emerge	VERB
emaj-141	255	18	markets	market	NOUN
emaj-141	255	19	journal	journal	VERB
emaj-141	255	20	the	the	DET
emaj-141	255	21	same	same	ADJ
emaj-141	255	22	cluster	cluster	NOUN
emaj-141	255	23	,	,	PUNCT
emaj-141	255	24	now	now	ADV
emaj-141	255	25	form	form	VERB
emaj-141	255	26	an	an	DET
emaj-141	255	27	isolated	isolated	ADJ
emaj-141	255	28	pair	pair	NOUN
emaj-141	255	29	.	.	PUNCT
emaj-141	256	1	the	the	DET
emaj-141	256	2	northern	northern	ADJ
emaj-141	256	3	european	european	ADJ
emaj-141	256	4	countries	country	NOUN
emaj-141	256	5	that	that	PRON
emaj-141	256	6	were	be	AUX
emaj-141	256	7	grouped	group	VERB
emaj-141	256	8	in	in	ADP
emaj-141	256	9	2012	2012	NUM
emaj-141	256	10	,	,	PUNCT
emaj-141	256	11	remain	remain	VERB
emaj-141	256	12	the	the	DET
emaj-141	256	13	same	same	ADJ
emaj-141	256	14	,	,	PUNCT
emaj-141	256	15	just	just	ADV
emaj-141	256	16	like	like	ADP
emaj-141	256	17	japan	japan	PROPN
emaj-141	256	18	and	and	CCONJ
emaj-141	256	19	austria	austria	PROPN
emaj-141	256	20	.	.	PUNCT
emaj-141	257	1	the	the	DET
emaj-141	257	2	united	united	PROPN
emaj-141	257	3	states	states	PROPN
emaj-141	257	4	and	and	CCONJ
emaj-141	257	5	germany	germany	PROPN
emaj-141	257	6	show	show	VERB
emaj-141	257	7	the	the	DET
emaj-141	257	8	same	same	ADJ
emaj-141	257	9	pattern	pattern	NOUN
emaj-141	257	10	of	of	ADP
emaj-141	257	11	characteristics	characteristic	NOUN
emaj-141	257	12	being	be	AUX
emaj-141	257	13	in	in	ADP
emaj-141	257	14	the	the	DET
emaj-141	257	15	same	same	ADJ
emaj-141	257	16	cluster	cluster	NOUN
emaj-141	257	17	as	as	ADP
emaj-141	257	18	in	in	ADP
emaj-141	257	19	2012	2012	NUM
emaj-141	257	20	.	.	PUNCT
emaj-141	258	1	singapore	singapore	PROPN
emaj-141	258	2	,	,	PUNCT
emaj-141	258	3	new	new	PROPN
emaj-141	258	4	zealand	zealand	PROPN
emaj-141	258	5	,	,	PUNCT
emaj-141	258	6	the	the	DET
emaj-141	258	7	netherlands	netherlands	PROPN
emaj-141	258	8	and	and	CCONJ
emaj-141	258	9	canada	canada	PROPN
emaj-141	258	10	remained	remain	VERB
emaj-141	258	11	similar	similar	ADJ
emaj-141	258	12	in	in	ADP
emaj-141	258	13	the	the	DET
emaj-141	258	14	four	four	NUM
emaj-141	258	15	years	year	NOUN
emaj-141	258	16	analysed	analyse	VERB
emaj-141	258	17	.	.	PUNCT
emaj-141	259	1	figure	figure	NOUN
emaj-141	259	2	8	8	NUM
emaj-141	259	3	.	.	PUNCT
emaj-141	260	1	formation	formation	NOUN
emaj-141	260	2	of	of	ADP
emaj-141	260	3	clusters	cluster	NOUN
emaj-141	260	4	of	of	ADP
emaj-141	260	5	the	the	DET
emaj-141	260	6	most	most	ADV
emaj-141	260	7	innovative	innovative	ADJ
emaj-141	260	8	countries	country	NOUN
emaj-141	260	9	(	(	PUNCT
emaj-141	260	10	in	in	ADP
emaj-141	260	11	2014	2014	NUM
emaj-141	260	12	)	)	PUNCT
emaj-141	260	13	and	and	CCONJ
emaj-141	260	14	brazil‟s	brazil‟s	ADJ
emaj-141	260	15	position	position	NOUN
emaj-141	260	16	in	in	ADP
emaj-141	260	17	2014	2014	NUM
emaj-141	260	18	,	,	PUNCT
emaj-141	260	19	china	china	PROPN
emaj-141	260	20	joined	join	VERB
emaj-141	260	21	the	the	DET
emaj-141	260	22	group	group	NOUN
emaj-141	260	23	of	of	ADP
emaj-141	260	24	the	the	DET
emaj-141	260	25	30	30	NUM
emaj-141	260	26	most	most	ADV
emaj-141	260	27	innovative	innovative	ADJ
emaj-141	260	28	countries	country	NOUN
emaj-141	260	29	in	in	ADP
emaj-141	260	30	the	the	DET
emaj-141	260	31	world	world	NOUN
emaj-141	260	32	according	accord	VERB
emaj-141	260	33	to	to	ADP
emaj-141	260	34	the	the	DET
emaj-141	260	35	oecd	oecd	PROPN
emaj-141	260	36	global	global	PROPN
emaj-141	260	37	innovation	innovation	PROPN
emaj-141	260	38	ranking	ranking	NOUN
emaj-141	260	39	.	.	PUNCT
emaj-141	261	1	we	we	PRON
emaj-141	261	2	can	can	AUX
emaj-141	261	3	see	see	VERB
emaj-141	261	4	in	in	ADP
emaj-141	261	5	figure	figure	NOUN
emaj-141	261	6	8	8	NUM
emaj-141	261	7	that	that	SCONJ
emaj-141	261	8	brazil	brazil	PROPN
emaj-141	261	9	groups	group	NOUN
emaj-141	261	10	with	with	ADP
emaj-141	261	11	china	china	PROPN
emaj-141	261	12	and	and	CCONJ
emaj-141	261	13	forms	form	VERB
emaj-141	261	14	a	a	DET
emaj-141	261	15	cluster	cluster	NOUN
emaj-141	261	16	according	accord	VERB
emaj-141	261	17	to	to	ADP
emaj-141	261	18	the	the	DET
emaj-141	261	19	similarity	similarity	NOUN
emaj-141	261	20	generated	generate	VERB
emaj-141	261	21	by	by	ADP
emaj-141	261	22	the	the	DET
emaj-141	261	23	variables	variable	NOUN
emaj-141	261	24	used	use	VERB
emaj-141	261	25	.	.	PUNCT
emaj-141	262	1	this	this	DET
emaj-141	262	2	fact	fact	NOUN
emaj-141	262	3	reinforces	reinforce	VERB
emaj-141	262	4	the	the	DET
emaj-141	262	5	idea	idea	NOUN
emaj-141	262	6	of	of	ADP
emaj-141	262	7	brics	bric	NOUN
emaj-141	262	8	,	,	PUNCT
emaj-141	262	9	a	a	DET
emaj-141	262	10	group	group	NOUN
emaj-141	262	11	of	of	ADP
emaj-141	262	12	the	the	DET
emaj-141	262	13	main	main	ADJ
emaj-141	262	14	emerging	emerge	VERB
emaj-141	262	15	economies	economy	NOUN
emaj-141	262	16	,	,	PUNCT
emaj-141	262	17	which	which	PRON
emaj-141	262	18	consists	consist	VERB
emaj-141	262	19	of	of	ADP
emaj-141	262	20	brazil	brazil	PROPN
emaj-141	262	21	,	,	PUNCT
emaj-141	262	22	russia	russia	PROPN
emaj-141	262	23	,	,	PUNCT
emaj-141	262	24	india	india	PROPN
emaj-141	262	25	,	,	PUNCT
emaj-141	262	26	china	china	PROPN
emaj-141	262	27	and	and	CCONJ
emaj-141	262	28	south	south	PROPN
emaj-141	262	29	africa	africa	PROPN
emaj-141	262	30	.	.	PUNCT
emaj-141	263	1	for	for	ADP
emaj-141	263	2	that	that	DET
emaj-141	263	3	year	year	NOUN
emaj-141	263	4	,	,	PUNCT
emaj-141	263	5	we	we	PRON
emaj-141	263	6	had	have	AUX
emaj-141	263	7	seen	see	VERB
emaj-141	263	8	that	that	SCONJ
emaj-141	263	9	china	china	PROPN
emaj-141	263	10	among	among	ADP
emaj-141	263	11	the	the	DET
emaj-141	263	12	30	30	NUM
emaj-141	263	13	most	most	ADV
emaj-141	263	14	innovative	innovative	ADJ
emaj-141	263	15	countries	country	NOUN
emaj-141	263	16	had	have	VERB
emaj-141	263	17	the	the	DET
emaj-141	263	18	worst	bad	ADJ
emaj-141	263	19	economic	economic	ADJ
emaj-141	263	20	freedom	freedom	NOUN
emaj-141	263	21	index	index	NOUN
emaj-141	263	22	,	,	PUNCT
emaj-141	263	23	the	the	DET
emaj-141	263	24	worst	bad	ADJ
emaj-141	263	25	regulatory	regulatory	ADJ
emaj-141	263	26	quality	quality	NOUN
emaj-141	263	27	ranking	ranking	NOUN
emaj-141	263	28	,	,	PUNCT
emaj-141	263	29	and	and	CCONJ
emaj-141	263	30	the	the	DET
emaj-141	263	31	second	second	ADJ
emaj-141	263	32	worst	bad	ADJ
emaj-141	263	33	country	country	NOUN
emaj-141	263	34	rank	rank	VERB
emaj-141	263	35	in	in	ADP
emaj-141	263	36	terms	term	NOUN
emaj-141	263	37	of	of	ADP
emaj-141	263	38	corruption	corruption	NOUN
emaj-141	263	39	control	control	NOUN
emaj-141	263	40	.	.	PUNCT
emaj-141	264	1	even	even	ADV
emaj-141	264	2	so	so	ADV
emaj-141	264	3	,	,	PUNCT
emaj-141	264	4	china	china	PROPN
emaj-141	264	5	joined	join	VERB
emaj-141	264	6	the	the	DET
emaj-141	264	7	group	group	NOUN
emaj-141	264	8	of	of	ADP
emaj-141	264	9	most	most	ADJ
emaj-141	264	10	innovative	innovative	ADJ
emaj-141	264	11	economies	economy	NOUN
emaj-141	264	12	and	and	CCONJ
emaj-141	264	13	brazil	brazil	PROPN
emaj-141	264	14	was	be	AUX
emaj-141	264	15	in	in	ADP
emaj-141	264	16	the	the	DET
emaj-141	264	17	61st	61st	ADJ
emaj-141	264	18	position	position	NOUN
emaj-141	264	19	.	.	PUNCT
emaj-141	265	1	figure	figure	NOUN
emaj-141	265	2	9	9	NUM
emaj-141	265	3	.	.	PUNCT
emaj-141	265	4	formation	formation	NOUN
emaj-141	265	5	of	of	ADP
emaj-141	265	6	clusters	cluster	NOUN
emaj-141	265	7	of	of	ADP
emaj-141	265	8	the	the	DET
emaj-141	265	9	most	most	ADV
emaj-141	265	10	innovative	innovative	ADJ
emaj-141	265	11	countries	country	NOUN
emaj-141	265	12	(	(	PUNCT
emaj-141	265	13	in	in	ADP
emaj-141	265	14	2015	2015	NUM
emaj-141	265	15	)	)	PUNCT
emaj-141	265	16	and	and	CCONJ
emaj-141	265	17	brazil‟s	brazil‟s	ADJ
emaj-141	265	18	position	position	NOUN
emaj-141	265	19	in	in	ADP
emaj-141	265	20	2015	2015	NUM
emaj-141	265	21	,	,	PUNCT
emaj-141	265	22	brazil	brazil	PROPN
emaj-141	265	23	continued	continue	VERB
emaj-141	265	24	to	to	PART
emaj-141	265	25	cluster	cluster	VERB
emaj-141	265	26	with	with	ADP
emaj-141	265	27	china	china	PROPN
emaj-141	265	28	,	,	PUNCT
emaj-141	265	29	just	just	ADV
emaj-141	265	30	as	as	SCONJ
emaj-141	265	31	south	south	PROPN
emaj-141	265	32	korea	korea	PROPN
emaj-141	265	33	and	and	CCONJ
emaj-141	265	34	israel	israel	PROPN
emaj-141	265	35	remained	remain	VERB
emaj-141	265	36	clustered	clustered	ADJ
emaj-141	265	37	.	.	PUNCT
emaj-141	266	1	northern	northern	ADJ
emaj-141	266	2	european	european	ADJ
emaj-141	266	3	countries	country	NOUN
emaj-141	266	4	(	(	PUNCT
emaj-141	266	5	denmark	denmark	PROPN
emaj-141	266	6	,	,	PUNCT
emaj-141	266	7	finland	finland	PROPN
emaj-141	266	8	,	,	PUNCT
emaj-141	266	9	iceland	iceland	PROPN
emaj-141	266	10	and	and	CCONJ
emaj-141	266	11	sweden	sweden	PROPN
emaj-141	266	12	)	)	PUNCT
emaj-141	266	13	also	also	ADV
emaj-141	266	14	remained	remain	VERB
emaj-141	266	15	in	in	ADP
emaj-141	266	16	the	the	DET
emaj-141	266	17	same	same	ADJ
emaj-141	266	18	cluster	cluster	NOUN
emaj-141	266	19	.	.	PUNCT
emaj-141	267	1	8	8	X
emaj-141	267	2	.	.	X
emaj-141	267	3	final	final	ADJ
emaj-141	267	4	considerations	consideration	NOUN
emaj-141	267	5	we	we	PRON
emaj-141	267	6	have	have	AUX
emaj-141	267	7	seen	see	VERB
emaj-141	267	8	the	the	DET
emaj-141	267	9	importance	importance	NOUN
emaj-141	267	10	of	of	ADP
emaj-141	267	11	technological	technological	ADJ
emaj-141	267	12	innovation	innovation	NOUN
emaj-141	267	13	in	in	ADP
emaj-141	267	14	the	the	DET
emaj-141	267	15	economic	economic	ADJ
emaj-141	267	16	development	development	NOUN
emaj-141	267	17	of	of	ADP
emaj-141	267	18	a	a	DET
emaj-141	267	19	country	country	NOUN
emaj-141	267	20	and	and	CCONJ
emaj-141	267	21	how	how	SCONJ
emaj-141	267	22	this	this	DET
emaj-141	267	23	development	development	NOUN
emaj-141	267	24	is	be	AUX
emaj-141	267	25	linked	link	VERB
emaj-141	267	26	to	to	ADP
emaj-141	267	27	the	the	DET
emaj-141	267	28	improvement	improvement	NOUN
emaj-141	267	29	of	of	ADP
emaj-141	267	30	the	the	DET
emaj-141	267	31	living	living	NOUN
emaj-141	267	32	conditions	condition	NOUN
emaj-141	267	33	of	of	ADP
emaj-141	267	34	this	this	DET
emaj-141	267	35	population	population	NOUN
emaj-141	267	36	.	.	PUNCT
emaj-141	268	1	the	the	DET
emaj-141	268	2	macroeconomic	macroeconomic	ADJ
emaj-141	268	3	variables	variable	NOUN
emaj-141	268	4	presented	present	VERB
emaj-141	268	5	refer	refer	VERB
emaj-141	268	6	to	to	ADP
emaj-141	268	7	these	these	DET
emaj-141	268	8	improvements	improvement	NOUN
emaj-141	268	9	such	such	ADJ
emaj-141	268	10	as	as	ADP
emaj-141	268	11	the	the	DET
emaj-141	268	12	human	human	PROPN
emaj-141	268	13	development	development	PROPN
emaj-141	268	14	index	index	PROPN
emaj-141	268	15	,	,	PUNCT
emaj-141	268	16	which	which	PRON
emaj-141	268	17	has	have	VERB
emaj-141	268	18	a	a	DET
emaj-141	268	19	more	more	ADV
emaj-141	268	20	qualitative	qualitative	ADJ
emaj-141	268	21	concept	concept	NOUN
emaj-141	268	22	including	include	VERB
emaj-141	268	23	the	the	DET
emaj-141	268	24	allocation	allocation	NOUN
emaj-141	268	25	of	of	ADP
emaj-141	268	26	resources	resource	NOUN
emaj-141	268	27	by	by	ADP
emaj-141	268	28	the	the	DET
emaj-141	268	29	different	different	ADJ
emaj-141	268	30	sectors	sector	NOUN
emaj-141	268	31	of	of	ADP
emaj-141	268	32	the	the	DET
emaj-141	268	33	economy	economy	NOUN
emaj-141	268	34	,	,	PUNCT
emaj-141	268	35	to	to	PART
emaj-141	268	36	improve	improve	VERB
emaj-141	268	37	indicators	indicator	NOUN
emaj-141	268	38	of	of	ADP
emaj-141	268	39	economic	economic	ADJ
emaj-141	268	40	and	and	CCONJ
emaj-141	268	41	social	social	ADJ
emaj-141	268	42	wellbeing	wellbeing	NOUN
emaj-141	268	43	.	.	PUNCT
emaj-141	269	1	brazil	brazil	PROPN
emaj-141	269	2	seems	seem	VERB
emaj-141	269	3	to	to	PART
emaj-141	269	4	move	move	VERB
emaj-141	269	5	slowly	slowly	ADV
emaj-141	269	6	in	in	ADP
emaj-141	269	7	the	the	DET
emaj-141	269	8	innovative	innovative	ADJ
emaj-141	269	9	process	process	NOUN
emaj-141	269	10	,	,	PUNCT
emaj-141	269	11	which	which	PRON
emaj-141	269	12	entails	entail	VERB
emaj-141	269	13	a	a	DET
emaj-141	269	14	series	series	NOUN
emaj-141	269	15	of	of	ADP
emaj-141	269	16	negative	negative	ADJ
emaj-141	269	17	characteristics	characteristic	NOUN
emaj-141	269	18	for	for	ADP
emaj-141	269	19	the	the	DET
emaj-141	269	20	country	country	NOUN
emaj-141	269	21	as	as	ADP
emaj-141	269	22	reduction	reduction	NOUN
emaj-141	269	23	in	in	ADP
emaj-141	269	24	the	the	DET
emaj-141	269	25	number	number	NOUN
emaj-141	269	26	of	of	ADP
emaj-141	269	27	patents	patent	NOUN
emaj-141	269	28	and	and	CCONJ
emaj-141	269	29	a	a	DET
emaj-141	269	30	low	low	ADJ
emaj-141	269	31	performance	performance	NOUN
emaj-141	269	32	in	in	ADP
emaj-141	269	33	macroeconomic	macroeconomic	ADJ
emaj-141	269	34	,	,	PUNCT
emaj-141	269	35	political	political	ADJ
emaj-141	269	36	and	and	CCONJ
emaj-141	269	37	social	social	ADJ
emaj-141	269	38	variables	variable	NOUN
emaj-141	269	39	.	.	PUNCT
emaj-141	270	1	by	by	ADP
emaj-141	270	2	the	the	DET
emaj-141	270	3	help	help	NOUN
emaj-141	270	4	of	of	ADP
emaj-141	270	5	our	our	PRON
emaj-141	270	6	analysis	analysis	NOUN
emaj-141	270	7	,	,	PUNCT
emaj-141	270	8	we	we	PRON
emaj-141	270	9	presented	present	VERB
emaj-141	270	10	an	an	DET
emaj-141	270	11	unfolding	unfolding	NOUN
emaj-141	270	12	of	of	ADP
emaj-141	270	13	the	the	DET
emaj-141	270	14	relevance	relevance	NOUN
emaj-141	270	15	of	of	ADP
emaj-141	270	16	variables	variable	NOUN
emaj-141	270	17	associated	associate	VERB
emaj-141	270	18	with	with	ADP
emaj-141	270	19	innovation	innovation	NOUN
emaj-141	270	20	as	as	ADP
emaj-141	270	21	percentage	percentage	NOUN
emaj-141	270	22	of	of	ADP
emaj-141	270	23	gdp	gdp	NOUN
emaj-141	270	24	invested	invest	VERB
emaj-141	270	25	in	in	ADP
emaj-141	270	26	r&d	r&d	NOUN
emaj-141	270	27	,	,	PUNCT
emaj-141	270	28	number	number	NOUN
emaj-141	270	29	of	of	ADP
emaj-141	270	30	patents	patent	NOUN
emaj-141	270	31	,	,	PUNCT
emaj-141	270	32	public	public	ADJ
emaj-141	270	33	spending	spending	NOUN
emaj-141	270	34	on	on	ADP
emaj-141	270	35	education	education	NOUN
emaj-141	270	36	,	,	PUNCT
emaj-141	270	37	and	and	CCONJ
emaj-141	270	38	focus	focus	VERB
emaj-141	270	39	on	on	ADP
emaj-141	270	40	stem	stem	NOUN
emaj-141	270	41	education	education	NOUN
emaj-141	270	42	among	among	ADP
emaj-141	270	43	others	other	NOUN
emaj-141	270	44	.	.	PUNCT
emaj-141	271	1	in	in	ADP
emaj-141	271	2	cluster	cluster	NOUN
emaj-141	271	3	analysis	analysis	NOUN
emaj-141	271	4	,	,	PUNCT
emaj-141	271	5	we	we	PRON
emaj-141	271	6	identified	identify	VERB
emaj-141	271	7	brazil	brazil	PROPN
emaj-141	271	8	as	as	ADV
emaj-141	271	9	distant	distant	ADJ
emaj-141	271	10	from	from	ADP
emaj-141	271	11	all	all	DET
emaj-141	271	12	the	the	DET
emaj-141	271	13	countries	country	NOUN
emaj-141	271	14	on	on	ADP
emaj-141	271	15	the	the	DET
emaj-141	271	16	list	list	NOUN
emaj-141	271	17	,	,	PUNCT
emaj-141	271	18	approaching	approach	VERB
emaj-141	271	19	china	china	PROPN
emaj-141	271	20	only	only	ADV
emaj-141	271	21	when	when	SCONJ
emaj-141	271	22	it	it	PRON
emaj-141	271	23	appears	appear	VERB
emaj-141	271	24	in	in	ADP
emaj-141	271	25	the	the	DET
emaj-141	271	26	years	year	NOUN
emaj-141	271	27	2014	2014	NUM
emaj-141	271	28	and	and	CCONJ
emaj-141	271	29	2015	2015	NUM
emaj-141	271	30	.	.	PUNCT
emaj-141	272	1	to	to	ADP
emaj-141	272	2	that	that	DET
emaj-141	272	3	fact	fact	NOUN
emaj-141	272	4	,	,	PUNCT
emaj-141	272	5	we	we	PRON
emaj-141	272	6	can	can	AUX
emaj-141	272	7	make	make	VERB
emaj-141	272	8	an	an	DET
emaj-141	272	9	association	association	NOUN
emaj-141	272	10	with	with	ADP
emaj-141	272	11	the	the	DET
emaj-141	272	12	brics	bric	NOUN
emaj-141	272	13	,	,	PUNCT
emaj-141	272	14	which	which	PRON
emaj-141	272	15	is	be	AUX
emaj-141	272	16	an	an	DET
emaj-141	272	17	international	international	ADJ
emaj-141	272	18	political	political	ADJ
emaj-141	272	19	mechanism	mechanism	NOUN
emaj-141	272	20	of	of	ADP
emaj-141	272	21	cooperation	cooperation	NOUN
emaj-141	272	22	among	among	ADP
emaj-141	272	23	brazil	brazil	PROPN
emaj-141	272	24	,	,	PUNCT
emaj-141	272	25	russia	russia	PROPN
emaj-141	272	26	,	,	PUNCT
emaj-141	272	27	india	india	PROPN
emaj-141	272	28	,	,	PUNCT
emaj-141	272	29	china	china	PROPN
emaj-141	272	30	,	,	PUNCT
emaj-141	272	31	and	and	CCONJ
emaj-141	272	32	south	south	PROPN
emaj-141	272	33	africa	africa	PROPN
emaj-141	272	34	.	.	PUNCT
emaj-141	273	1	the	the	DET
emaj-141	273	2	only	only	ADJ
emaj-141	273	3	country	country	NOUN
emaj-141	273	4	belonging	belong	VERB
emaj-141	273	5	to	to	ADP
emaj-141	273	6	brics	bric	NOUN
emaj-141	273	7	that	that	PRON
emaj-141	273	8	appears	appear	VERB
emaj-141	273	9	in	in	ADP
emaj-141	273	10	the	the	DET
emaj-141	273	11	list	list	NOUN
emaj-141	273	12	of	of	ADP
emaj-141	273	13	the	the	DET
emaj-141	273	14	most	most	ADV
emaj-141	273	15	innovative	innovative	ADJ
emaj-141	273	16	countries	country	NOUN
emaj-141	273	17	is	be	AUX
emaj-141	273	18	china	china	PROPN
emaj-141	273	19	,	,	PUNCT
emaj-141	273	20	which	which	PRON
emaj-141	273	21	stood	stand	VERB
emaj-141	273	22	out	out	ADP
emaj-141	273	23	with	with	ADP
emaj-141	273	24	brazil	brazil	PROPN
emaj-141	273	25	presenting	present	VERB
emaj-141	273	26	bad	bad	ADJ
emaj-141	273	27	results	result	NOUN
emaj-141	273	28	in	in	ADP
emaj-141	273	29	many	many	ADJ
emaj-141	273	30	presented	present	VERB
emaj-141	273	31	variables	variable	NOUN
emaj-141	273	32	.	.	PUNCT
emaj-141	274	1	according	accord	VERB
emaj-141	274	2	to	to	ADP
emaj-141	274	3	the	the	DET
emaj-141	274	4	brics	bric	NOUN
emaj-141	274	5	2017	2017	NUM
emaj-141	274	6	innovation	innovation	NOUN
emaj-141	274	7	and	and	CCONJ
emaj-141	274	8	competitiveness	competitiveness	NOUN
emaj-141	274	9	report	report	NOUN
emaj-141	274	10	,	,	PUNCT
emaj-141	274	11	science	science	NOUN
emaj-141	274	12	,	,	PUNCT
emaj-141	274	13	technology	technology	NOUN
emaj-141	274	14	and	and	CCONJ
emaj-141	274	15	innovation	innovation	NOUN
emaj-141	274	16	are	be	AUX
emaj-141	274	17	crucial	crucial	ADJ
emaj-141	274	18	driving	driving	NOUN
emaj-141	274	19	forces	force	NOUN
emaj-141	274	20	in	in	ADP
emaj-141	274	21	the	the	DET
emaj-141	274	22	development	development	NOUN
emaj-141	274	23	of	of	ADP
emaj-141	274	24	a	a	DET
emaj-141	274	25	country	country	NOUN
emaj-141	274	26	and	and	CCONJ
emaj-141	274	27	a	a	DET
emaj-141	274	28	volume	volume	NOUN
emaj-141	274	29	7	7	NUM
emaj-141	274	30	no	no	DET
emaj-141	274	31	2	2	NUM
emaj-141	274	32	(	(	PUNCT
emaj-141	274	33	2017	2017	NUM
emaj-141	274	34	)	)	PUNCT
emaj-141	274	35	|	|	ADV
emaj-141	274	36	issn	issn	VERB
emaj-141	274	37	2158	2158	NUM
emaj-141	274	38	-	-	SYM
emaj-141	274	39	8708	8708	NUM
emaj-141	274	40	(	(	PUNCT
emaj-141	274	41	online	online	NOUN
emaj-141	274	42	)	)	PUNCT
emaj-141	274	43	|	|	ADV
emaj-141	274	44	doi	doi	X
emaj-141	274	45	10.5195	10.5195	NUM
emaj-141	274	46	/	/	SYM
emaj-141	274	47	emaj.2017.141	emaj.2017.141	PROPN
emaj-141	275	1	|	|	NOUN
emaj-141	275	2	http://emaj.pitt.edu	http://emaj.pitt.edu	PROPN
emaj-141	275	3	marisa	marisa	PROPN
emaj-141	275	4	moser	moser	PROPN
emaj-141	275	5	,	,	PUNCT
emaj-141	275	6	mauri	mauri	PROPN
emaj-141	275	7	aparecido	aparecido	PROPN
emaj-141	275	8	de	de	PROPN
emaj-141	275	9	oliveira	oliveira	PROPN
emaj-141	275	10	,	,	PUNCT
emaj-141	275	11	ricardo	ricardo	PROPN
emaj-141	275	12	luiz	luiz	PROPN
emaj-141	275	13	pereira	pereira	PROPN
emaj-141	275	14	bueno	bueno	PROPN
emaj-141	275	15	emerging	emerge	VERB
emaj-141	275	16	markets	market	NOUN
emaj-141	275	17	journal	journal	NOUN
emaj-141	275	18	|	|	ADV
emaj-141	275	19	p	p	NOUN
emaj-141	275	20	a	a	DET
emaj-141	275	21	g	g	X
emaj-141	275	22	e	e	NOUN
emaj-141	275	23	|27	|27	PROPN
emaj-141	275	24	society	society	NOUN
emaj-141	275	25	.	.	PUNCT
emaj-141	276	1	in	in	ADP
emaj-141	276	2	the	the	DET
emaj-141	276	3	context	context	NOUN
emaj-141	276	4	of	of	ADP
emaj-141	276	5	globalization	globalization	NOUN
emaj-141	276	6	,	,	PUNCT
emaj-141	276	7	a	a	DET
emaj-141	276	8	country	country	NOUN
emaj-141	276	9	with	with	ADP
emaj-141	276	10	such	such	ADJ
emaj-141	276	11	solid	solid	ADJ
emaj-141	276	12	capabilities	capability	NOUN
emaj-141	276	13	is	be	AUX
emaj-141	276	14	in	in	ADP
emaj-141	276	15	a	a	DET
emaj-141	276	16	more	more	ADV
emaj-141	276	17	advantageous	advantageous	ADJ
emaj-141	276	18	position	position	NOUN
emaj-141	276	19	against	against	ADP
emaj-141	276	20	others	other	NOUN
emaj-141	276	21	,	,	PUNCT
emaj-141	276	22	which	which	PRON
emaj-141	276	23	do	do	AUX
emaj-141	276	24	not	not	PART
emaj-141	276	25	reflect	reflect	VERB
emaj-141	276	26	these	these	DET
emaj-141	276	27	capabilities	capability	NOUN
emaj-141	276	28	.	.	PUNCT
emaj-141	277	1	the	the	DET
emaj-141	277	2	brics	bric	NOUN
emaj-141	277	3	has	have	AUX
emaj-141	277	4	already	already	ADV
emaj-141	277	5	been	be	AUX
emaj-141	277	6	a	a	DET
emaj-141	277	7	reason	reason	NOUN
emaj-141	277	8	for	for	ADP
emaj-141	277	9	high	high	ADJ
emaj-141	277	10	expectations	expectation	NOUN
emaj-141	277	11	.	.	PUNCT
emaj-141	278	1	but	but	CCONJ
emaj-141	278	2	currently	currently	ADV
emaj-141	278	3	according	accord	VERB
emaj-141	278	4	to	to	ADP
emaj-141	278	5	the	the	DET
emaj-141	278	6	ibge	ibge	NOUN
emaj-141	278	7	website	website	NOUN
emaj-141	278	8	,	,	PUNCT
emaj-141	278	9	when	when	SCONJ
emaj-141	278	10	we	we	PRON
emaj-141	278	11	compare	compare	VERB
emaj-141	278	12	brics	brics	PROPN
emaj-141	278	13	gdp	gdp	NOUN
emaj-141	278	14	growth	growth	NOUN
emaj-141	278	15	with	with	ADP
emaj-141	278	16	the	the	DET
emaj-141	278	17	group	group	NOUN
emaj-141	278	18	of	of	ADP
emaj-141	278	19	seven	seven	NUM
emaj-141	278	20	(	(	PUNCT
emaj-141	278	21	g7	g7	PROPN
emaj-141	278	22	)	)	PUNCT
emaj-141	278	23	that	that	PRON
emaj-141	278	24	consists	consist	VERB
emaj-141	278	25	of	of	ADP
emaj-141	278	26	germany	germany	PROPN
emaj-141	278	27	,	,	PUNCT
emaj-141	278	28	canada	canada	PROPN
emaj-141	278	29	,	,	PUNCT
emaj-141	278	30	the	the	DET
emaj-141	278	31	united	united	PROPN
emaj-141	278	32	states	states	PROPN
emaj-141	278	33	,	,	PUNCT
emaj-141	278	34	france	france	PROPN
emaj-141	278	35	,	,	PUNCT
emaj-141	278	36	italy	italy	PROPN
emaj-141	278	37	,	,	PUNCT
emaj-141	278	38	japan	japan	PROPN
emaj-141	278	39	and	and	CCONJ
emaj-141	278	40	the	the	DET
emaj-141	278	41	united	united	ADJ
emaj-141	278	42	kingdom	kingdom	PROPN
emaj-141	278	43	,	,	PUNCT
emaj-141	278	44	it	it	PRON
emaj-141	278	45	is	be	AUX
emaj-141	278	46	well	well	ADV
emaj-141	278	47	below	below	ADP
emaj-141	278	48	the	the	DET
emaj-141	278	49	seven	seven	NUM
emaj-141	278	50	world	world	NOUN
emaj-141	278	51	powers	power	NOUN
emaj-141	278	52	.	.	PUNCT
emaj-141	279	1	this	this	PRON
emaj-141	279	2	shows	show	VERB
emaj-141	279	3	how	how	SCONJ
emaj-141	279	4	the	the	DET
emaj-141	279	5	role	role	NOUN
emaj-141	279	6	of	of	ADP
emaj-141	279	7	government	government	NOUN
emaj-141	279	8	is	be	AUX
emaj-141	279	9	fundamental	fundamental	ADJ
emaj-141	279	10	in	in	ADP
emaj-141	279	11	the	the	DET
emaj-141	279	12	innovation	innovation	NOUN
emaj-141	279	13	of	of	ADP
emaj-141	279	14	a	a	DET
emaj-141	279	15	country	country	NOUN
emaj-141	279	16	.	.	PUNCT
emaj-141	280	1	it	it	PRON
emaj-141	280	2	is	be	AUX
emaj-141	280	3	essential	essential	ADJ
emaj-141	280	4	that	that	SCONJ
emaj-141	280	5	the	the	DET
emaj-141	280	6	government	government	NOUN
emaj-141	280	7	promotes	promote	VERB
emaj-141	280	8	partnerships	partnership	NOUN
emaj-141	280	9	between	between	ADP
emaj-141	280	10	public	public	ADJ
emaj-141	280	11	and	and	CCONJ
emaj-141	280	12	private	private	ADJ
emaj-141	280	13	institutions	institution	NOUN
emaj-141	280	14	,	,	PUNCT
emaj-141	280	15	provides	provide	VERB
emaj-141	280	16	a	a	DET
emaj-141	280	17	suitable	suitable	ADJ
emaj-141	280	18	environment	environment	NOUN
emaj-141	280	19	for	for	ADP
emaj-141	280	20	research	research	NOUN
emaj-141	280	21	,	,	PUNCT
emaj-141	280	22	invests	invest	NOUN
emaj-141	280	23	in	in	ADP
emaj-141	280	24	education	education	NOUN
emaj-141	280	25	,	,	PUNCT
emaj-141	280	26	has	have	VERB
emaj-141	280	27	political	political	ADJ
emaj-141	280	28	and	and	CCONJ
emaj-141	280	29	economic	economic	ADJ
emaj-141	280	30	stability	stability	NOUN
emaj-141	280	31	,	,	PUNCT
emaj-141	280	32	and	and	CCONJ
emaj-141	280	33	reflects	reflect	VERB
emaj-141	280	34	control	control	NOUN
emaj-141	280	35	against	against	ADP
emaj-141	280	36	corruption	corruption	NOUN
emaj-141	280	37	.	.	PUNCT
emaj-141	281	1	in	in	ADP
emaj-141	281	2	the	the	DET
emaj-141	281	3	four	four	NUM
emaj-141	281	4	years	year	NOUN
emaj-141	281	5	analysed	analyse	VERB
emaj-141	281	6	,	,	PUNCT
emaj-141	281	7	from	from	ADP
emaj-141	281	8	2012	2012	NUM
emaj-141	281	9	to	to	ADP
emaj-141	281	10	2015	2015	NUM
emaj-141	281	11	,	,	PUNCT
emaj-141	281	12	brazil	brazil	PROPN
emaj-141	281	13	went	go	VERB
emaj-141	281	14	from	from	ADP
emaj-141	281	15	58	58	NUM
emaj-141	281	16	to	to	ADP
emaj-141	281	17	70	70	NUM
emaj-141	281	18	in	in	ADP
emaj-141	281	19	the	the	DET
emaj-141	281	20	ranking	ranking	NOUN
emaj-141	281	21	of	of	ADP
emaj-141	281	22	global	global	ADJ
emaj-141	281	23	innovation	innovation	NOUN
emaj-141	281	24	.	.	PUNCT
emaj-141	282	1	the	the	DET
emaj-141	282	2	lava	lava	NOUN
emaj-141	282	3	a	a	DET
emaj-141	282	4	jato	jato	PROPN
emaj-141	282	5	operation	operation	NOUN
emaj-141	282	6	which	which	PRON
emaj-141	282	7	is	be	AUX
emaj-141	282	8	the	the	DET
emaj-141	282	9	largest	large	ADJ
emaj-141	282	10	corruption	corruption	NOUN
emaj-141	282	11	investigation	investigation	NOUN
emaj-141	282	12	in	in	ADP
emaj-141	282	13	the	the	DET
emaj-141	282	14	country	country	NOUN
emaj-141	282	15	's	's	PART
emaj-141	282	16	history	history	NOUN
emaj-141	282	17	began	begin	VERB
emaj-141	282	18	in	in	ADP
emaj-141	282	19	2014	2014	NUM
emaj-141	282	20	to	to	PART
emaj-141	282	21	investigate	investigate	VERB
emaj-141	282	22	politicians	politician	NOUN
emaj-141	282	23	and	and	CCONJ
emaj-141	282	24	suspects	suspect	NOUN
emaj-141	282	25	involved	involve	VERB
emaj-141	282	26	in	in	ADP
emaj-141	282	27	corruption	corruption	NOUN
emaj-141	282	28	schemes	scheme	NOUN
emaj-141	282	29	and	and	CCONJ
emaj-141	282	30	money	money	NOUN
emaj-141	282	31	laundering	laundering	NOUN
emaj-141	282	32	.	.	PUNCT
emaj-141	283	1	so	so	ADV
emaj-141	283	2	far	far	ADV
emaj-141	283	3	,	,	PUNCT
emaj-141	283	4	198	198	NUM
emaj-141	283	5	temporary	temporary	ADJ
emaj-141	283	6	and	and	CCONJ
emaj-141	283	7	preventive	preventive	ADJ
emaj-141	283	8	arrests	arrest	NOUN
emaj-141	283	9	were	be	AUX
emaj-141	283	10	made	make	VERB
emaj-141	283	11	,	,	PUNCT
emaj-141	283	12	which	which	PRON
emaj-141	283	13	gives	give	VERB
emaj-141	283	14	us	we	PRON
emaj-141	283	15	hope	hope	VERB
emaj-141	283	16	that	that	SCONJ
emaj-141	283	17	,	,	PUNCT
emaj-141	283	18	in	in	ADP
emaj-141	283	19	the	the	DET
emaj-141	283	20	years	year	NOUN
emaj-141	283	21	to	to	PART
emaj-141	283	22	come	come	VERB
emaj-141	283	23	,	,	PUNCT
emaj-141	283	24	brazil	brazil	PROPN
emaj-141	283	25	will	will	AUX
emaj-141	283	26	be	be	AUX
emaj-141	283	27	among	among	ADP
emaj-141	283	28	the	the	DET
emaj-141	283	29	50	50	NUM
emaj-141	283	30	most	most	ADV
emaj-141	283	31	innovative	innovative	ADJ
emaj-141	283	32	countries	country	NOUN
emaj-141	283	33	in	in	ADP
emaj-141	283	34	the	the	DET
emaj-141	283	35	world	world	NOUN
emaj-141	283	36	.	.	PUNCT
emaj-141	284	1	references	reference	NOUN
emaj-141	284	2	altenburg	altenburg	NOUN
emaj-141	284	3	,	,	PUNCT
emaj-141	284	4	t.	t.	PROPN
emaj-141	284	5	;	;	PUNCT
emaj-141	284	6	schmitz	schmitz	PROPN
emaj-141	284	7	,	,	PUNCT
emaj-141	284	8	h.	h.	PROPN
emaj-141	284	9	;	;	PUNCT
emaj-141	284	10	stamm	stamm	PROPN
emaj-141	284	11	,	,	PUNCT
emaj-141	284	12	a.	a.	PROPN
emaj-141	284	13	(	(	PUNCT
emaj-141	284	14	2008	2008	NUM
emaj-141	284	15	)	)	PUNCT
emaj-141	284	16	breakthrough	breakthrough	NOUN
emaj-141	284	17	?	?	PUNCT
emaj-141	284	18	china‟s	china‟	VERB
emaj-141	284	19	and	and	CCONJ
emaj-141	284	20	india‟s	india‟s	ADJ
emaj-141	284	21	transition	transition	NOUN
emaj-141	284	22	from	from	ADP
emaj-141	284	23	production	production	NOUN
emaj-141	284	24	to	to	ADP
emaj-141	284	25	innovation	innovation	NOUN
emaj-141	284	26	.	.	PUNCT
emaj-141	285	1	world	world	NOUN
emaj-141	285	2	development	development	PROPN
emaj-141	285	3	vol	vol	NOUN
emaj-141	285	4	.	.	PROPN
emaj-141	286	1	36	36	NUM
emaj-141	286	2	,	,	PUNCT
emaj-141	286	3	no	no	INTJ
emaj-141	286	4	.	.	NOUN
emaj-141	286	5	2	2	NUM
emaj-141	286	6	,	,	PUNCT
emaj-141	286	7	pp	pp	ADJ
emaj-141	286	8	.	.	PUNCT
emaj-141	287	1	325–344	325–344	NUM
emaj-141	287	2	.	.	PUNCT
emaj-141	288	1	andree	andree	PROPN
emaj-141	288	2	,	,	PUNCT
emaj-141	288	3	m.	m.	NOUN
emaj-141	288	4	and	and	CCONJ
emaj-141	288	5	hansson	hansson	PROPN
emaj-141	288	6	,	,	PUNCT
emaj-141	288	7	l.	l.	PROPN
emaj-141	288	8	(	(	PUNCT
emaj-141	288	9	2015	2015	NUM
emaj-141	288	10	)	)	PUNCT
emaj-141	288	11	.	.	PUNCT
emaj-141	289	1	recruiting	recruit	VERB
emaj-141	289	2	the	the	DET
emaj-141	289	3	next	next	ADJ
emaj-141	289	4	generation	generation	NOUN
emaj-141	289	5	scientists	scientist	NOUN
emaj-141	289	6	and	and	CCONJ
emaj-141	289	7	industrial	industrial	ADJ
emaj-141	289	8	engineers	engineer	NOUN
emaj-141	289	9	:	:	PUNCT
emaj-141	289	10	how	how	SCONJ
emaj-141	289	11	industrial	industrial	ADJ
emaj-141	289	12	actors	actor	NOUN
emaj-141	289	13	engage	engage	VERB
emaj-141	289	14	in	in	ADP
emaj-141	289	15	and	and	CCONJ
emaj-141	289	16	motivate	motivate	ADJ
emaj-141	289	17	engagement	engagement	NOUN
emaj-141	289	18	in	in	ADP
emaj-141	289	19	stem	stem	NOUN
emaj-141	289	20	initiative	initiative	NOUN
emaj-141	289	21	.	.	PUNCT
emaj-141	290	1	procedia	procedia	PROPN
emaj-141	290	2	social	social	ADJ
emaj-141	290	3	and	and	CCONJ
emaj-141	290	4	behavioral	behavioral	ADJ
emaj-141	290	5	sciences	science	NOUN
emaj-141	290	6	,	,	PUNCT
emaj-141	290	7	167	167	NUM
emaj-141	290	8	,	,	PUNCT
emaj-141	290	9	75	75	NUM
emaj-141	290	10	-	-	SYM
emaj-141	290	11	78	78	NUM
emaj-141	290	12	.	.	PUNCT
emaj-141	291	1	cgee	cgee	PROPN
emaj-141	291	2	.	.	PUNCT
emaj-141	292	1	centro	centro	PROPN
emaj-141	292	2	de	de	X
emaj-141	292	3	gestão	gestão	PROPN
emaj-141	292	4	e	e	PROPN
emaj-141	292	5	estudos	estudos	PROPN
emaj-141	292	6	estratégicos	estratégicos	PROPN
emaj-141	292	7	;	;	PUNCT
emaj-141	292	8	anpei	anpei	PROPN
emaj-141	292	9	.	.	PUNCT
emaj-141	293	1	associação	associação	PROPN
emaj-141	293	2	nacional	nacional	PROPN
emaj-141	293	3	de	de	X
emaj-141	293	4	pesquisa	pesquisa	PROPN
emaj-141	293	5	e	e	PROPN
emaj-141	293	6	desenvolvimento	desenvolvimento	PROPN
emaj-141	293	7	das	das	PROPN
emaj-141	293	8	empresas	empresas	PROPN
emaj-141	293	9	inovadoras	inovadoras	PROPN
emaj-141	293	10	.	.	PUNCT
emaj-141	294	1	(	(	PUNCT
emaj-141	294	2	2009	2009	NUM
emaj-141	294	3	)	)	PUNCT
emaj-141	294	4	.	.	PUNCT
emaj-141	295	1	the	the	DET
emaj-141	295	2	new	new	ADJ
emaj-141	295	3	tools	tool	NOUN
emaj-141	295	4	to	to	PART
emaj-141	295	5	support	support	VERB
emaj-141	295	6	innovation	innovation	NOUN
emaj-141	295	7	:	:	PUNCT
emaj-141	295	8	an	an	DET
emaj-141	295	9	initial	initial	ADJ
emaj-141	295	10	assessment	assessment	NOUN
emaj-141	295	11	.	.	PUNCT
emaj-141	296	1	brasilia	brasilia	PROPN
emaj-141	296	2	(	(	PUNCT
emaj-141	296	3	df	df	PROPN
emaj-141	296	4	)	)	PUNCT
emaj-141	296	5	.	.	PUNCT
emaj-141	297	1	[	[	X
emaj-141	297	2	online	online	X
emaj-141	297	3	]	]	X
emaj-141	297	4	:	:	PUNCT
emaj-141	297	5	http://www.cgee.org.br/publicacoes/nov_instr_i	http://www.cgee.org.br/publicacoes/nov_instr_i	PROPN
emaj-141	297	6	nov.php	nov.php	X
emaj-141	297	7	.	.	PUNCT
emaj-141	298	1	accessed	access	VERB
emaj-141	298	2	march	march	PROPN
emaj-141	298	3	12	12	NUM
emaj-141	298	4	,	,	PUNCT
emaj-141	298	5	2016	2016	NUM
emaj-141	298	6	.	.	PUNCT
emaj-141	299	1	christensen	christensen	PROPN
emaj-141	299	2	,	,	PUNCT
emaj-141	299	3	r.	r.	PROPN
emaj-141	299	4	;	;	PUNCT
emaj-141	299	5	knezek	knezek	PROPN
emaj-141	299	6	,	,	PUNCT
emaj-141	299	7	g.	g.	PROPN
emaj-141	299	8	;	;	PUNCT
emaj-141	299	9	tyler	tyler	NOUN
emaj-141	299	10	-	-	PUNCT
emaj-141	299	11	wood	wood	NOUN
emaj-141	299	12	,	,	PUNCT
emaj-141	299	13	t.	t.	NOUN
emaj-141	299	14	(	(	PUNCT
emaj-141	299	15	2014	2014	NUM
emaj-141	299	16	)	)	PUNCT
emaj-141	299	17	student	student	NOUN
emaj-141	299	18	perceptions	perception	NOUN
emaj-141	299	19	of	of	ADP
emaj-141	299	20	science	science	NOUN
emaj-141	299	21	,	,	PUNCT
emaj-141	299	22	technology	technology	NOUN
emaj-141	299	23	,	,	PUNCT
emaj-141	299	24	engineering	engineering	NOUN
emaj-141	299	25	and	and	CCONJ
emaj-141	299	26	mathematics	mathematic	NOUN
emaj-141	299	27	(	(	PUNCT
emaj-141	299	28	stem	stem	NOUN
emaj-141	299	29	)	)	PUNCT
emaj-141	299	30	content	content	NOUN
emaj-141	299	31	and	and	CCONJ
emaj-141	299	32	careers	career	NOUN
emaj-141	299	33	.	.	PUNCT
emaj-141	300	1	computers	computer	NOUN
emaj-141	300	2	in	in	ADP
emaj-141	300	3	human	human	ADJ
emaj-141	300	4	behavior	behavior	NOUN
emaj-141	300	5	,	,	PUNCT
emaj-141	300	6	n.	n.	NOUN
emaj-141	300	7	34	34	NUM
emaj-141	300	8	,	,	PUNCT
emaj-141	300	9	p.173–186	p.173–186	PROPN
emaj-141	300	10	.	.	PUNCT
emaj-141	300	11	contini	contini	PROPN
emaj-141	300	12	,	,	PUNCT
emaj-141	300	13	e.	e.	PROPN
emaj-141	300	14	;	;	PUNCT
emaj-141	300	15	avila	avila	PROPN
emaj-141	300	16	,	,	PUNCT
emaj-141	300	17	a	a	PRON
emaj-141	300	18	,	,	PUNCT
emaj-141	300	19	f	f	PROPN
emaj-141	300	20	,	,	PUNCT
emaj-141	300	21	d.	d.	PROPN
emaj-141	300	22	;	;	PUNCT
emaj-141	300	23	souza	souza	PROPN
emaj-141	300	24	,	,	PUNCT
emaj-141	300	25	f	f	PROPN
emaj-141	300	26	,	,	PUNCT
emaj-141	300	27	b	b	PROPN
emaj-141	300	28	,	,	PUNCT
emaj-141	300	29	de	de	X
emaj-141	300	30	.	.	X
emaj-141	300	31	(	(	PUNCT
emaj-141	300	32	1998	1998	NUM
emaj-141	300	33	)	)	PUNCT
emaj-141	300	34	priorities	priority	NOUN
emaj-141	300	35	in	in	ADP
emaj-141	300	36	scientific	scientific	ADJ
emaj-141	300	37	research	research	NOUN
emaj-141	300	38	:	:	PUNCT
emaj-141	300	39	a	a	DET
emaj-141	300	40	methodological	methodological	ADJ
emaj-141	300	41	proposal	proposal	NOUN
emaj-141	300	42	.	.	PUNCT
emaj-141	301	1	cadernos	cadernos	PROPN
emaj-141	301	2	de	de	PROPN
emaj-141	301	3	ciência	ciência	PROPN
emaj-141	301	4	&	&	CCONJ
emaj-141	301	5	tecnologia	tecnologia	PROPN
emaj-141	301	6	.	.	PUNCT
emaj-141	302	1	v	v	NOUN
emaj-141	302	2	,	,	PUNCT
emaj-141	302	3	15.n	15.n	NUM
emaj-141	302	4	,	,	PUNCT
emaj-141	302	5	1	1	NUM
emaj-141	302	6	.	.	PUNCT
emaj-141	302	7	p.9	p.9	NOUN
emaj-141	302	8	-	-	PUNCT
emaj-141	302	9	28	28	NUM
emaj-141	302	10	.	.	PUNCT
emaj-141	303	1	dietrich	dietrich	PROPN
emaj-141	303	2	,	,	PUNCT
emaj-141	303	3	e.	e.	PROPN
emaj-141	303	4	;	;	PUNCT
emaj-141	303	5	cabral	cabral	PROPN
emaj-141	303	6	,	,	PUNCT
emaj-141	303	7	a.	a.	PROPN
emaj-141	303	8	s.	s.	PROPN
emaj-141	303	9	;	;	PUNCT
emaj-141	303	10	dias	dias	PROPN
emaj-141	303	11	,	,	PUNCT
emaj-141	303	12	r.	r.	PROPN
emaj-141	303	13	(	(	PUNCT
emaj-141	303	14	2013	2013	NUM
emaj-141	303	15	)	)	PUNCT
emaj-141	303	16	the	the	DET
emaj-141	303	17	management	management	NOUN
emaj-141	303	18	of	of	ADP
emaj-141	303	19	the	the	DET
emaj-141	303	20	procurement	procurement	NOUN
emaj-141	303	21	process	process	NOUN
emaj-141	303	22	as	as	ADP
emaj-141	303	23	a	a	DET
emaj-141	303	24	success	success	NOUN
emaj-141	303	25	factor	factor	NOUN
emaj-141	303	26	in	in	ADP
emaj-141	303	27	the	the	DET
emaj-141	303	28	execution	execution	NOUN
emaj-141	303	29	of	of	ADP
emaj-141	303	30	innovation	innovation	NOUN
emaj-141	303	31	projects	project	NOUN
emaj-141	303	32	.	.	PUNCT
emaj-141	304	1	gariewe	gariewe	PROPN
emaj-141	304	2	,	,	PUNCT
emaj-141	304	3	s.	s.	PROPN
emaj-141	304	4	u.	u.	PROPN
emaj-141	304	5	(	(	PUNCT
emaj-141	304	6	2015	2015	NUM
emaj-141	304	7	)	)	PUNCT
emaj-141	304	8	vertical	vertical	ADJ
emaj-141	304	9	education	education	NOUN
emaj-141	304	10	enhancement	enhancement	NOUN
emaj-141	304	11	–	–	PUNCT
emaj-141	304	12	a	a	DET
emaj-141	304	13	model	model	NOUN
emaj-141	304	14	for	for	ADP
emaj-141	304	15	enhancing	enhance	VERB
emaj-141	304	16	stem	stem	NOUN
emaj-141	304	17	education	education	NOUN
emaj-141	304	18	and	and	CCONJ
emaj-141	304	19	research	research	NOUN
emaj-141	304	20	.	.	PUNCT
emaj-141	305	1	procedia	procedia	PROPN
emaj-141	305	2	social	social	ADJ
emaj-141	305	3	and	and	CCONJ
emaj-141	305	4	behavioural	behavioural	ADJ
emaj-141	305	5	sciences	science	NOUN
emaj-141	305	6	,	,	PUNCT
emaj-141	305	7	n.	n.	NOUN
emaj-141	305	8	177	177	NUM
emaj-141	305	9	,	,	PUNCT
emaj-141	305	10	p.	p.	NOUN
emaj-141	305	11	336	336	NUM
emaj-141	305	12	–	–	PUNCT
emaj-141	305	13	344	344	NUM
emaj-141	305	14	.	.	PUNCT
emaj-141	306	1	embraer	embraer	PROPN
emaj-141	306	2	.	.	PUNCT
emaj-141	307	1	[	[	X
emaj-141	307	2	online	online	X
emaj-141	307	3	]	]	AUX
emaj-141	307	4	www.embraer.com.br	www.embraer.com.br	ADJ
emaj-141	307	5	accessed	access	VERB
emaj-141	307	6	july	july	PROPN
emaj-141	307	7	13	13	NUM
emaj-141	307	8	,	,	PUNCT
emaj-141	307	9	2017	2017	NUM
emaj-141	307	10	.	.	PUNCT
emaj-141	308	1	embrapii	embrapii	NOUN
emaj-141	308	2	.	.	PUNCT
emaj-141	309	1	[	[	X
emaj-141	309	2	online	online	X
emaj-141	309	3	]	]	X
emaj-141	309	4	http://embrapii.org.br/	http://embrapii.org.br/	PROPN
emaj-141	309	5	.	.	PUNCT
emaj-141	310	1	accessed	access	VERB
emaj-141	310	2	may	may	PROPN
emaj-141	310	3	22	22	NUM
emaj-141	310	4	,	,	PUNCT
emaj-141	310	5	2017	2017	NUM
emaj-141	310	6	.	.	PUNCT
emaj-141	311	1	esteves	esteves	PROPN
emaj-141	311	2	,	,	PUNCT
emaj-141	311	3	k.	k.	PROPN
emaj-141	311	4	;	;	PUNCT
emaj-141	311	5	feldmann	feldmann	PROPN
emaj-141	311	6	,	,	PUNCT
emaj-141	311	7	p.	p.	PROPN
emaj-141	311	8	r.	r.	PROPN
emaj-141	311	9	(	(	PUNCT
emaj-141	311	10	2016	2016	NUM
emaj-141	311	11	)	)	PUNCT
emaj-141	311	12	why	why	SCONJ
emaj-141	311	13	brazil	brazil	PROPN
emaj-141	311	14	does	do	AUX
emaj-141	311	15	not	not	PART
emaj-141	311	16	innovate	innovate	VERB
emaj-141	311	17	:	:	PUNCT
emaj-141	311	18	a	a	DET
emaj-141	311	19	comparison	comparison	NOUN
emaj-141	311	20	among	among	ADP
emaj-141	311	21	nations	nation	NOUN
emaj-141	311	22	.	.	PUNCT
emaj-141	312	1	rai	rai	PROPN
emaj-141	312	2	-	-	PUNCT
emaj-141	312	3	revista	revista	PROPN
emaj-141	312	4	de	de	PROPN
emaj-141	312	5	administração	administração	PROPN
emaj-141	312	6	e	e	PROPN
emaj-141	312	7	inovação	inovação	PROPN
emaj-141	312	8	,	,	PUNCT
emaj-141	312	9	n.	n.	NOUN
emaj-141	312	10	13	13	NUM
emaj-141	312	11	,	,	PUNCT
emaj-141	312	12	p.	p.	NOUN
emaj-141	312	13	29–38	29–38	PROPN
emaj-141	312	14	.	.	PUNCT
emaj-141	313	1	eurostat	eurostat	PROPN
emaj-141	313	2	.	.	PUNCT
emaj-141	314	1	(	(	PUNCT
emaj-141	314	2	2008	2008	NUM
emaj-141	314	3	)	)	PUNCT
emaj-141	314	4	.	.	PUNCT
emaj-141	315	1	science	science	NOUN
emaj-141	315	2	,	,	PUNCT
emaj-141	315	3	technology	technology	NOUN
emaj-141	315	4	and	and	CCONJ
emaj-141	315	5	innovation	innovation	NOUN
emaj-141	315	6	in	in	ADP
emaj-141	315	7	europe	europe	PROPN
emaj-141	315	8	.	.	PUNCT
emaj-141	316	1	luxembourg	luxembourg	PROPN
emaj-141	316	2	:	:	PUNCT
emaj-141	316	3	publications	publication	NOUN
emaj-141	316	4	office	office	NOUN
emaj-141	316	5	of	of	ADP
emaj-141	316	6	the	the	DET
emaj-141	316	7	european	european	PROPN
emaj-141	316	8	union	union	PROPN
emaj-141	316	9	.	.	PUNCT
emaj-141	317	1	accessed	access	VERB
emaj-141	317	2	july	july	PROPN
emaj-141	317	3	11	11	NUM
emaj-141	317	4	,	,	PUNCT
emaj-141	317	5	2017	2017	NUM
emaj-141	317	6	http://www.urenio.org/wpcontent/uploads/2008/04/science-technologyand-innovation-in-europe.pdf	http://www.urenio.org/wpcontent/uploads/2008/04/science-technologyand-innovation-in-europe.pdf	DET
emaj-141	317	7	fapesp	fapesp	NOUN
emaj-141	317	8	.	.	PUNCT
emaj-141	318	1	[	[	X
emaj-141	318	2	online	online	X
emaj-141	318	3	]	]	X
emaj-141	318	4	www.fapesp.br/en	www.fapesp.br/en	PROPN
emaj-141	318	5	.	.	PUNCT
emaj-141	319	1	accessed	access	VERB
emaj-141	319	2	july	july	PROPN
emaj-141	319	3	31	31	NUM
emaj-141	319	4	,	,	PUNCT
emaj-141	319	5	2017	2017	NUM
emaj-141	319	6	.	.	PUNCT
emaj-141	320	1	finep	finep	NOUN
emaj-141	320	2	.	.	PUNCT
emaj-141	321	1	[	[	X
emaj-141	321	2	online	online	X
emaj-141	321	3	]	]	X
emaj-141	321	4	http://www.finep.gov.br/images/afinep/politica-operacional/20_102016_politica_operacional_2016.pdf	http://www.finep.gov.br/images/afinep/politica-operacional/20_102016_politica_operacional_2016.pdf	NOUN
emaj-141	321	5	.	.	PUNCT
emaj-141	322	1	accessed	access	VERB
emaj-141	322	2	july	july	PROPN
emaj-141	322	3	22	22	NUM
emaj-141	322	4	,	,	PUNCT
emaj-141	322	5	2017	2017	NUM
emaj-141	322	6	.	.	PUNCT
emaj-141	323	1	frey	frey	PROPN
emaj-141	323	2	,	,	PUNCT
emaj-141	323	3	c	c	X
emaj-141	323	4	;	;	PUNCT
emaj-141	323	5	osborne	osborne	PROPN
emaj-141	323	6	,	,	PUNCT
emaj-141	323	7	m.	m.	NOUN
emaj-141	323	8	a	a	DET
emaj-141	323	9	(	(	PUNCT
emaj-141	323	10	2013	2013	NUM
emaj-141	323	11	)	)	PUNCT
emaj-141	323	12	,	,	PUNCT
emaj-141	323	13	“	"	PUNCT
emaj-141	323	14	the	the	DET
emaj-141	323	15	future	future	NOUN
emaj-141	323	16	of	of	ADP
emaj-141	323	17	employment	employment	NOUN
emaj-141	323	18	:	:	PUNCT
emaj-141	323	19	how	how	SCONJ
emaj-141	323	20	susceptible	susceptible	ADJ
emaj-141	323	21	are	be	AUX
emaj-141	323	22	jobs	job	NOUN
emaj-141	323	23	to	to	ADP
emaj-141	323	24	computerisation	computerisation	NOUN
emaj-141	323	25	?	?	PUNCT
emaj-141	323	26	”	"	PUNCT
emaj-141	324	1	oxford	oxford	PROPN
emaj-141	324	2	martin	martin	PROPN
emaj-141	324	3	school	school	PROPN
emaj-141	324	4	working	working	PROPN
emaj-141	324	5	paper	paper	NOUN
emaj-141	324	6	.	.	PUNCT
emaj-141	325	1	hayter	hayter	PROPN
emaj-141	325	2	,	,	PUNCT
emaj-141	325	3	c.s	c.s	PROPN
emaj-141	325	4	.	.	PROPN
emaj-141	325	5	(	(	PUNCT
emaj-141	325	6	2011	2011	NUM
emaj-141	325	7	)	)	PUNCT
emaj-141	325	8	in	in	ADP
emaj-141	325	9	search	search	NOUN
emaj-141	325	10	of	of	ADP
emaj-141	325	11	the	the	DET
emaj-141	325	12	profit	profit	NOUN
emaj-141	325	13	-	-	PUNCT
emaj-141	325	14	maximizing	maximize	VERB
emaj-141	325	15	actor	actor	NOUN
emaj-141	325	16	:	:	PUNCT
emaj-141	325	17	motivations	motivation	NOUN
emaj-141	325	18	and	and	CCONJ
emaj-141	325	19	definitions	definition	NOUN
emaj-141	325	20	of	of	ADP
emaj-141	325	21	success	success	NOUN
emaj-141	325	22	from	from	ADP
emaj-141	325	23	nascent	nascent	ADJ
emaj-141	325	24	academic	academic	ADJ
emaj-141	325	25	entrepreneurs	entrepreneur	NOUN
emaj-141	325	26	.	.	PUNCT
emaj-141	326	1	in	in	ADP
emaj-141	326	2	.	.	PUNCT
emaj-141	326	3	:	:	PUNCT
emaj-141	326	4	journal	journal	PROPN
emaj-141	326	5	of	of	ADP
emaj-141	326	6	technology	technology	NOUN
emaj-141	326	7	transfer	transfer	NOUN
emaj-141	326	8	,	,	PUNCT
emaj-141	326	9	n.36	n.36	NOUN
emaj-141	326	10	.	.	NOUN
emaj-141	326	11	hitt	hitt	PROPN
emaj-141	326	12	,	,	PUNCT
emaj-141	326	13	m.	m.	NOUN
emaj-141	326	14	a.	a.	PROPN
emaj-141	326	15	;	;	PUNCT
emaj-141	326	16	ireland	ireland	PROPN
emaj-141	326	17	,	,	PUNCT
emaj-141	326	18	r.	r.	PROPN
emaj-141	326	19	d.	d.	PROPN
emaj-141	326	20	;	;	PUNCT
emaj-141	326	21	hoskisson	hoskisson	PROPN
emaj-141	326	22	,	,	PUNCT
emaj-141	326	23	r.	r.	PROPN
emaj-141	326	24	e.	e.	PROPN
emaj-141	326	25	(	(	PUNCT
emaj-141	326	26	2008	2008	NUM
emaj-141	326	27	)	)	PUNCT
emaj-141	326	28	strategic	strategic	ADJ
emaj-141	326	29	management	management	NOUN
emaj-141	326	30	:	:	PUNCT
emaj-141	326	31	competitiveness	competitiveness	NOUN
emaj-141	326	32	and	and	CCONJ
emaj-141	326	33	globalization	globalization	NOUN
emaj-141	326	34	.	.	PUNCT
emaj-141	327	1	2	2	X
emaj-141	327	2	.	.	X
emaj-141	327	3	ed	ed	NOUN
emaj-141	327	4	.	.	PROPN
emaj-141	327	5	são	são	PROPN
emaj-141	327	6	paulo	paulo	PROPN
emaj-141	327	7	:	:	PUNCT
emaj-141	327	8	thomson	thomson	PROPN
emaj-141	327	9	learning	learning	PROPN
emaj-141	327	10	.	.	PUNCT
emaj-141	328	1	inep	inep	NOUN
emaj-141	328	2	.	.	PUNCT
emaj-141	329	1	[	[	X
emaj-141	329	2	online	online	X
emaj-141	329	3	]	]	X
emaj-141	329	4	http://portal.inep.gov.br	http://portal.inep.gov.br	ADV
emaj-141	329	5	.	.	PUNCT
emaj-141	330	1	accessed	access	VERB
emaj-141	330	2	april	april	PROPN
emaj-141	330	3	13	13	NUM
emaj-141	330	4	,	,	PUNCT
emaj-141	330	5	2017	2017	NUM
emaj-141	330	6	.	.	PUNCT
emaj-141	331	1	inep	inep	NOUN
emaj-141	331	2	.	.	PUNCT
emaj-141	332	1	[	[	X
emaj-141	332	2	online	online	X
emaj-141	332	3	]	]	X
emaj-141	332	4	http://portal.inep.gov.br/web/guest/pisa	http://portal.inep.gov.br/web/guest/pisa	NOUN
emaj-141	332	5	.	.	PUNCT
emaj-141	333	1	accessed	access	VERB
emaj-141	333	2	july	july	PROPN
emaj-141	333	3	13	13	NUM
emaj-141	333	4	,	,	PUNCT
emaj-141	333	5	2017	2017	NUM
emaj-141	333	6	.	.	PUNCT
emaj-141	334	1	lawson	lawson	PROPN
emaj-141	334	2	,	,	PUNCT
emaj-141	334	3	b.	b.	PROPN
emaj-141	334	4	;	;	PUNCT
emaj-141	334	5	samson	samson	PROPN
emaj-141	334	6	,	,	PUNCT
emaj-141	334	7	d.	d.	PROPN
emaj-141	334	8	(	(	PUNCT
emaj-141	334	9	2001	2001	NUM
emaj-141	334	10	)	)	PUNCT
emaj-141	334	11	.	.	PUNCT
emaj-141	335	1	developing	develop	VERB
emaj-141	335	2	innovation	innovation	NOUN
emaj-141	335	3	capability	capability	NOUN
emaj-141	335	4	in	in	ADP
emaj-141	335	5	organizations	organization	NOUN
emaj-141	335	6	:	:	PUNCT
emaj-141	335	7	a	a	DET
emaj-141	335	8	dynamic	dynamic	ADJ
emaj-141	335	9	capabilities	capability	NOUN
emaj-141	335	10	approach	approach	NOUN
emaj-141	335	11	,	,	PUNCT
emaj-141	335	12	international	international	ADJ
emaj-141	335	13	journal	journal	NOUN
emaj-141	335	14	of	of	ADP
emaj-141	335	15	innovation	innovation	NOUN
emaj-141	335	16	management	management	NOUN
emaj-141	335	17	,	,	PUNCT
emaj-141	335	18	5	5	NUM
emaj-141	335	19	(	(	PUNCT
emaj-141	335	20	3	3	NUM
emaj-141	335	21	)	)	PUNCT
emaj-141	335	22	,	,	PUNCT
emaj-141	335	23	377400	377400	NUM
emaj-141	335	24	.	.	PUNCT
emaj-141	336	1	volume	volume	NOUN
emaj-141	336	2	7	7	NUM
emaj-141	336	3	no	no	DET
emaj-141	336	4	2	2	NUM
emaj-141	336	5	(	(	PUNCT
emaj-141	336	6	2017	2017	NUM
emaj-141	336	7	)	)	PUNCT
emaj-141	336	8	|	|	ADV
emaj-141	336	9	issn	issn	VERB
emaj-141	336	10	2158	2158	NUM
emaj-141	336	11	-	-	SYM
emaj-141	336	12	8708	8708	NUM
emaj-141	336	13	(	(	PUNCT
emaj-141	336	14	online	online	NOUN
emaj-141	336	15	)	)	PUNCT
emaj-141	336	16	|	|	ADV
emaj-141	336	17	doi	doi	X
emaj-141	336	18	10.5195	10.5195	NUM
emaj-141	336	19	/	/	SYM
emaj-141	336	20	emaj.2017.141	emaj.2017.141	PROPN
emaj-141	337	1	|	|	NOUN
emaj-141	337	2	http://emaj.pitt.edu	http://emaj.pitt.edu	VERB
emaj-141	337	3	comparison	comparison	NOUN
emaj-141	337	4	between	between	ADP
emaj-141	337	5	brazil	brazil	PROPN
emaj-141	337	6	and	and	CCONJ
emaj-141	337	7	the	the	DET
emaj-141	337	8	30	30	NUM
emaj-141	337	9	most	most	ADV
emaj-141	337	10	innovative	innovative	ADJ
emaj-141	337	11	countries	country	NOUN
emaj-141	337	12	in	in	ADP
emaj-141	337	13	the	the	DET
emaj-141	337	14	world	world	NOUN
emaj-141	337	15	page	page	NOUN
emaj-141	337	16	|28|	|28|	NOUN
emaj-141	337	17	emerging	emerge	VERB
emaj-141	337	18	markets	market	NOUN
emaj-141	337	19	journal	journal	PROPN
emaj-141	337	20	lundvall	lundvall	PROPN
emaj-141	337	21	,	,	PUNCT
emaj-141	337	22	b.-å	b.-å	PROPN
emaj-141	337	23	.	.	PUNCT
emaj-141	338	1	(	(	PUNCT
emaj-141	338	2	1992	1992	NUM
emaj-141	338	3	)	)	PUNCT
emaj-141	338	4	.	.	PUNCT
emaj-141	339	1	national	national	ADJ
emaj-141	339	2	innovation	innovation	NOUN
emaj-141	339	3	systems	system	NOUN
emaj-141	339	4	:	:	PUNCT
emaj-141	339	5	towards	towards	ADP
emaj-141	339	6	a	a	DET
emaj-141	339	7	theory	theory	NOUN
emaj-141	339	8	of	of	ADP
emaj-141	339	9	innovation	innovation	NOUN
emaj-141	339	10	and	and	CCONJ
emaj-141	339	11	interactive	interactive	ADJ
emaj-141	339	12	learning	learning	NOUN
emaj-141	339	13	,	,	PUNCT
emaj-141	339	14	london	london	PROPN
emaj-141	339	15	,	,	PUNCT
emaj-141	339	16	pinter	pinter	NOUN
emaj-141	339	17	publishers	publisher	NOUN
emaj-141	339	18	.	.	PUNCT
emaj-141	340	1	macedo	macedo	PROPN
emaj-141	340	2	,	,	PUNCT
emaj-141	340	3	maria	maria	PROPN
emaj-141	340	4	fernanda	fernanda	PROPN
emaj-141	340	5	g.	g.	PROPN
emaj-141	340	6	;	;	PUNCT
emaj-141	340	7	barbosa	barbosa	PROPN
emaj-141	340	8	,	,	PUNCT
emaj-141	340	9	a.	a.	PROPN
emaj-141	340	10	l.	l.	PROPN
emaj-141	340	11	(	(	PUNCT
emaj-141	340	12	2000	2000	NUM
emaj-141	340	13	)	)	PUNCT
emaj-141	340	14	figueira	figueira	PROPN
emaj-141	340	15	.	.	PUNCT
emaj-141	340	16	patentes	patentes	PROPN
emaj-141	340	17	,	,	PUNCT
emaj-141	340	18	pesquisa	pesquisa	PROPN
emaj-141	340	19	e	e	X
emaj-141	340	20	desenvolvimento	desenvolvimento	PROPN
emaj-141	340	21	:	:	PUNCT
emaj-141	340	22	um	um	INTJ
emaj-141	340	23	manual	manual	ADJ
emaj-141	340	24	de	de	X
emaj-141	340	25	propriedade	propriedade	NOUN
emaj-141	340	26	intelectual	intelectual	PROPN
emaj-141	340	27	.	.	PUNCT
emaj-141	341	1	rio	rio	PROPN
emaj-141	341	2	de	de	PROPN
emaj-141	341	3	janeiro	janeiro	PROPN
emaj-141	341	4	:	:	PUNCT
emaj-141	341	5	fiocruz	fiocruz	PROPN
emaj-141	341	6	.	.	PUNCT
emaj-141	342	1	mouzakitis	mouzakitis	PROPN
emaj-141	342	2	,	,	PUNCT
emaj-141	342	3	g.	g.	PROPN
emaj-141	342	4	(	(	PUNCT
emaj-141	342	5	2010	2010	NUM
emaj-141	342	6	)	)	PUNCT
emaj-141	342	7	the	the	DET
emaj-141	342	8	role	role	NOUN
emaj-141	342	9	of	of	ADP
emaj-141	342	10	vocational	vocational	ADJ
emaj-141	342	11	education	education	NOUN
emaj-141	342	12	and	and	CCONJ
emaj-141	342	13	training	training	NOUN
emaj-141	342	14	curricula	curricula	NOUN
emaj-141	342	15	in	in	ADP
emaj-141	342	16	economic	economic	ADJ
emaj-141	342	17	development	development	NOUN
emaj-141	342	18	.	.	PUNCT
emaj-141	343	1	procedia	procedia	PROPN
emaj-141	343	2	social	social	ADJ
emaj-141	343	3	and	and	CCONJ
emaj-141	343	4	behavioral	behavioral	ADJ
emaj-141	343	5	sciences	science	NOUN
emaj-141	343	6	,	,	PUNCT
emaj-141	343	7	n.2	n.2	ADV
emaj-141	343	8	,	,	PUNCT
emaj-141	343	9	p.	p.	NOUN
emaj-141	343	10	3914–3920	3914–3920	NUM
emaj-141	343	11	.	.	PUNCT
emaj-141	344	1	oecd	oecd	PROPN
emaj-141	344	2	(	(	PUNCT
emaj-141	344	3	2014	2014	NUM
emaj-141	344	4	)	)	PUNCT
emaj-141	344	5	.	.	PUNCT
emaj-141	345	1	patents	patent	NOUN
emaj-141	345	2	and	and	CCONJ
emaj-141	345	3	innovation	innovation	NOUN
emaj-141	345	4	:	:	PUNCT
emaj-141	345	5	trends	trend	NOUN
emaj-141	345	6	and	and	CCONJ
emaj-141	345	7	policy	policy	NOUN
emaj-141	345	8	challenges	challenge	NOUN
emaj-141	345	9	,	,	PUNCT
emaj-141	345	10	[	[	X
emaj-141	345	11	online	online	X
emaj-141	345	12	]	]	X
emaj-141	345	13	https://www.oecd.org/sti/scitech/24508541.pdf	https://www.oecd.org/sti/scitech/24508541.pdf	NOUN
emaj-141	345	14	.	.	PUNCT
emaj-141	346	1	accessed	access	VERB
emaj-141	346	2	july	july	PROPN
emaj-141	346	3	20	20	NUM
emaj-141	346	4	,	,	PUNCT
emaj-141	346	5	2017	2017	NUM
emaj-141	346	6	oecd	oecd	PROPN
emaj-141	346	7	.	.	PUNCT
emaj-141	347	1	programme	programme	PROPN
emaj-141	347	2	for	for	ADP
emaj-141	347	3	international	international	ADJ
emaj-141	347	4	student	student	NOUN
emaj-141	347	5	assessment	assessment	NOUN
emaj-141	347	6	.	.	PUNCT
emaj-141	348	1	[	[	X
emaj-141	348	2	online	online	X
emaj-141	348	3	]	]	X
emaj-141	348	4	http://www.oecd.org/pisa/	http://www.oecd.org/pisa/	X
emaj-141	348	5	.	.	PUNCT
emaj-141	349	1	accessed	access	VERB
emaj-141	349	2	july	july	PROPN
emaj-141	349	3	2017	2017	NUM
emaj-141	349	4	.	.	PUNCT
emaj-141	350	1	oecd	oecd	PROPN
emaj-141	350	2	.	.	PROPN
emaj-141	351	1	summary	summary	NOUN
emaj-141	351	2	of	of	ADP
emaj-141	351	3	national	national	ADJ
emaj-141	351	4	pisa	pisa	PROPN
emaj-141	351	5	results	result	NOUN
emaj-141	351	6	(	(	PUNCT
emaj-141	351	7	2015	2015	NUM
emaj-141	351	8	)	)	PUNCT
emaj-141	351	9	.	.	PUNCT
emaj-141	352	1	[	[	X
emaj-141	352	2	online	online	X
emaj-141	352	3	]	]	X
emaj-141	352	4	http://download.inep.gov.br/acoes_internaciona	http://download.inep.gov.br/acoes_internaciona	NOUN
emaj-141	352	5	is	be	AUX
emaj-141	352	6	/	/	SYM
emaj-141	352	7	pisa	pisa	ADJ
emaj-141	352	8	/	/	SYM
emaj-141	352	9	resultados/2015	resultados/2015	PROPN
emaj-141	352	10	/	/	SYM
emaj-141	352	11	pisa_2015_brazil	pisa_2015_brazil	NOUN
emaj-141	353	1	_	_	PUNCT
emaj-141	353	2	prt.pdf	prt.pdf	NOUN
emaj-141	353	3	accessed	access	VERB
emaj-141	353	4	july	july	PROPN
emaj-141	353	5	15	15	NUM
emaj-141	353	6	,	,	PUNCT
emaj-141	353	7	2017	2017	NUM
emaj-141	353	8	.	.	PUNCT
emaj-141	354	1	saxton	saxton	PROPN
emaj-141	354	2	,	,	PUNCT
emaj-141	354	3	e	e	PROPN
emaj-141	354	4	;	;	PUNCT
emaj-141	354	5	burns	burn	NOUN
emaj-141	354	6	,	,	PUNCT
emaj-141	354	7	r.	r.	PROPN
emaj-141	354	8	;	;	PUNCT
emaj-141	354	9	holveck	holveck	PROPN
emaj-141	354	10	,	,	PUNCT
emaj-141	354	11	s.	s.	PROPN
emaj-141	354	12	;	;	PUNCT
emaj-141	354	13	kelley	kelley	PROPN
emaj-141	354	14	,	,	PUNCT
emaj-141	354	15	s.	s.	PROPN
emaj-141	354	16	;	;	PUNCT
emaj-141	354	17	prince	prince	PROPN
emaj-141	354	18	,	,	PUNCT
emaj-141	354	19	d.	d.	PROPN
emaj-141	354	20	;	;	PUNCT
emaj-141	354	21	rigelman	rigelman	NOUN
emaj-141	354	22	,	,	PUNCT
emaj-141	354	23	n.	n.	NOUN
emaj-141	354	24	;	;	PUNCT
emaj-141	354	25	skinner	skinner	PROPN
emaj-141	354	26	,	,	PUNCT
emaj-141	354	27	e.	e.	PROPN
emaj-141	354	28	a.	a.	PROPN
emaj-141	354	29	(	(	PUNCT
emaj-141	354	30	2014	2014	NUM
emaj-141	354	31	)	)	PUNCT
emaj-141	354	32	a	a	DET
emaj-141	354	33	common	common	ADJ
emaj-141	354	34	measurement	measurement	NOUN
emaj-141	354	35	system	system	NOUN
emaj-141	354	36	for	for	ADP
emaj-141	354	37	k-12	k-12	PROPN
emaj-141	354	38	stem	stem	NOUN
emaj-141	354	39	education	education	NOUN
emaj-141	354	40	:	:	PUNCT
emaj-141	354	41	adopting	adopt	VERB
emaj-141	354	42	an	an	DET
emaj-141	354	43	educational	educational	ADJ
emaj-141	354	44	evaluation	evaluation	NOUN
emaj-141	354	45	methodology	methodology	NOUN
emaj-141	354	46	that	that	PRON
emaj-141	354	47	elevates	elevate	VERB
emaj-141	354	48	theoretical	theoretical	ADJ
emaj-141	354	49	foundations	foundation	NOUN
emaj-141	354	50	and	and	CCONJ
emaj-141	354	51	systems	system	NOUN
emaj-141	354	52	thinking	thinking	NOUN
emaj-141	354	53	.	.	PUNCT
emaj-141	355	1	studies	study	NOUN
emaj-141	355	2	in	in	ADP
emaj-141	355	3	educational	educational	ADJ
emaj-141	355	4	evaluation	evaluation	NOUN
emaj-141	355	5	,	,	PUNCT
emaj-141	355	6	n.40	n.40	PROPN
emaj-141	355	7	,	,	PUNCT
emaj-141	355	8	p.18	p.18	NOUN
emaj-141	355	9	–	–	PUNCT
emaj-141	355	10	35	35	NUM
emaj-141	355	11	.	.	PUNCT
emaj-141	356	1	thomas	thomas	PROPN
emaj-141	356	2	,	,	PUNCT
emaj-141	356	3	b.	b.	PROPN
emaj-141	356	4	;	;	PUNCT
emaj-141	356	5	watters	watter	NOUN
emaj-141	356	6	,	,	PUNCT
emaj-141	356	7	j.	j.	PROPN
emaj-141	356	8	j.	j.	PROPN
emaj-141	356	9	(	(	PUNCT
emaj-141	356	10	2015	2015	NUM
emaj-141	356	11	)	)	PUNCT
emaj-141	356	12	perspectives	perspective	NOUN
emaj-141	356	13	on	on	ADP
emaj-141	356	14	australian	australian	ADJ
emaj-141	356	15	,	,	PUNCT
emaj-141	356	16	indian	indian	ADJ
emaj-141	356	17	and	and	CCONJ
emaj-141	356	18	malaysian	malaysian	ADJ
emaj-141	356	19	approaches	approach	NOUN
emaj-141	356	20	to	to	PART
emaj-141	356	21	stem	stem	VERB
emaj-141	356	22	education	education	NOUN
emaj-141	356	23	.	.	PUNCT
emaj-141	357	1	international	international	ADJ
emaj-141	357	2	journal	journal	NOUN
emaj-141	357	3	of	of	ADP
emaj-141	357	4	educational	educational	ADJ
emaj-141	357	5	development	development	NOUN
emaj-141	357	6	n.	n.	PROPN
emaj-141	357	7	45	45	NUM
emaj-141	357	8	,	,	PUNCT
emaj-141	357	9	p.	p.	NOUN
emaj-141	357	10	42–53	42–53	PROPN
emaj-141	357	11	.	.	PUNCT
emaj-141	358	1	tidd	tidd	PROPN
emaj-141	358	2	,	,	PUNCT
emaj-141	358	3	j.	j.	PROPN
emaj-141	358	4	;	;	PUNCT
emaj-141	358	5	bessant	bessant	PROPN
emaj-141	358	6	,	,	PUNCT
emaj-141	358	7	j.	j.	PROPN
emaj-141	358	8	;	;	PUNCT
emaj-141	358	9	pavitt	pavitt	VERB
emaj-141	358	10	,	,	PUNCT
emaj-141	358	11	k.	k.	PROPN
emaj-141	358	12	(	(	PUNCT
emaj-141	358	13	2001	2001	NUM
emaj-141	358	14	)	)	PUNCT
emaj-141	358	15	managing	manage	VERB
emaj-141	358	16	innovation	innovation	NOUN
emaj-141	358	17	:	:	PUNCT
emaj-141	358	18	integrating	integrate	VERB
emaj-141	358	19	technological	technological	ADJ
emaj-141	358	20	,	,	PUNCT
emaj-141	358	21	market	market	NOUN
emaj-141	358	22	and	and	CCONJ
emaj-141	358	23	organizational	organizational	ADJ
emaj-141	358	24	change	change	NOUN
emaj-141	358	25	,	,	PUNCT
emaj-141	358	26	wiley	wiley	NOUN
emaj-141	358	27	,	,	PUNCT
emaj-141	358	28	chichester	chichester	PROPN
emaj-141	358	29	.	.	PUNCT
emaj-141	359	1	torkomian	torkomian	PROPN
emaj-141	359	2	,	,	PUNCT
emaj-141	359	3	a.	a.	PROPN
emaj-141	359	4	l.	l.	PROPN
emaj-141	359	5	v.	v.	PROPN
emaj-141	359	6	(	(	PUNCT
emaj-141	359	7	2011	2011	NUM
emaj-141	359	8	)	)	PUNCT
emaj-141	359	9	technology	technology	NOUN
emaj-141	359	10	transfer	transfer	NOUN
emaj-141	359	11	,	,	PUNCT
emaj-141	359	12	technological	technological	ADJ
emaj-141	359	13	innovation	innovation	NOUN
emaj-141	359	14	and	and	CCONJ
emaj-141	359	15	development	development	NOUN
emaj-141	359	16	.	.	PUNCT
emaj-141	360	1	in	in	ADP
emaj-141	360	2	:	:	PUNCT
emaj-141	360	3	azevedo	azevedo	PROPN
emaj-141	360	4	,	,	PUNCT
emaj-141	360	5	a.	a.	NOUN
emaj-141	360	6	m.	m.	NOUN
emaj-141	360	7	m.	m.	PROPN
emaj-141	360	8	;	;	PUNCT
emaj-141	360	9	silveira	silveira	PROPN
emaj-141	360	10	,	,	PUNCT
emaj-141	360	11	m.	m.	NOUN
emaj-141	360	12	a.	a.	PROPN
emaj-141	360	13	(	(	PUNCT
emaj-141	360	14	organização	organização	PROPN
emaj-141	360	15	)	)	PUNCT
emaj-141	360	16	.	.	PUNCT
emaj-141	361	1	organizational	organizational	ADJ
emaj-141	361	2	sustainability	sustainability	NOUN
emaj-141	361	3	management	management	NOUN
emaj-141	361	4	:	:	PUNCT
emaj-141	361	5	development	development	NOUN
emaj-141	361	6	of	of	ADP
emaj-141	361	7	collaborative	collaborative	ADJ
emaj-141	361	8	ecosystems	ecosystem	NOUN
emaj-141	361	9	.	.	PUNCT
emaj-141	362	1	campinas	campinas	PROPN
emaj-141	362	2	:	:	PUNCT
emaj-141	362	3	cti	cti	PROPN
emaj-141	362	4	,	,	PUNCT
emaj-141	362	5	cap.4	cap.4	PROPN
emaj-141	362	6	,	,	PUNCT
emaj-141	362	7	p.101	p.101	NOUN
emaj-141	362	8	-	-	SYM
emaj-141	362	9	114	114	NUM
emaj-141	362	10	.	.	PUNCT
emaj-141	363	1	vasconcellos	vasconcellos	PROPN
emaj-141	363	2	,	,	PUNCT
emaj-141	363	3	r.r	r.r	PROPN
emaj-141	363	4	;	;	PUNCT
emaj-141	363	5	amato	amato	PROPN
emaj-141	363	6	,	,	PUNCT
emaj-141	363	7	neto	neto	NOUN
emaj-141	363	8	,	,	PUNCT
emaj-141	363	9	j.a	j.a	PROPN
emaj-141	363	10	.	.	PROPN
emaj-141	363	11	(	(	PUNCT
emaj-141	363	12	2012	2012	NUM
emaj-141	363	13	)	)	PUNCT
emaj-141	363	14	.	.	PUNCT
emaj-141	364	1	critical	critical	ADJ
emaj-141	364	2	factors	factor	NOUN
emaj-141	364	3	in	in	ADP
emaj-141	364	4	technology	technology	NOUN
emaj-141	364	5	transfer	transfer	NOUN
emaj-141	364	6	in	in	ADP
emaj-141	364	7	the	the	DET
emaj-141	364	8	space	space	NOUN
emaj-141	364	9	sector	sector	NOUN
emaj-141	364	10	:	:	PUNCT
emaj-141	364	11	a	a	DET
emaj-141	364	12	case	case	NOUN
emaj-141	364	13	study	study	NOUN
emaj-141	364	14	of	of	ADP
emaj-141	364	15	the	the	DET
emaj-141	364	16	partnership	partnership	NOUN
emaj-141	364	17	programs	program	NOUN
emaj-141	364	18	between	between	ADP
emaj-141	364	19	the	the	DET
emaj-141	364	20	space	space	NOUN
emaj-141	364	21	agencies	agency	NOUN
emaj-141	364	22	from	from	ADP
emaj-141	364	23	brazil	brazil	PROPN
emaj-141	364	24	(	(	PUNCT
emaj-141	364	25	„	„	PUNCT
emaj-141	364	26	aeb‟	aeb‟	X
emaj-141	364	27	)	)	PUNCT
emaj-141	364	28	and	and	CCONJ
emaj-141	364	29	the	the	DET
emaj-141	364	30	usa	usa	PROPN
emaj-141	364	31	(	(	PUNCT
emaj-141	364	32	„	„	PUNCT
emaj-141	364	33	nasa‟	nasa‟	NUM
emaj-141	364	34	)	)	PUNCT
emaj-141	364	35	.	.	PUNCT
emaj-141	365	1	white	white	PROPN
emaj-141	365	2	,	,	PUNCT
emaj-141	365	3	d.	d.	PROPN
emaj-141	365	4	w.	w.	PROPN
emaj-141	365	5	(	(	PUNCT
emaj-141	365	6	2014	2014	NUM
emaj-141	365	7	)	)	PUNCT
emaj-141	366	1	what	what	PRON
emaj-141	366	2	is	be	AUX
emaj-141	366	3	stem	stem	NOUN
emaj-141	366	4	education	education	NOUN
emaj-141	366	5	and	and	CCONJ
emaj-141	366	6	why	why	SCONJ
emaj-141	366	7	is	be	AUX
emaj-141	366	8	it	it	PRON
emaj-141	366	9	important	important	ADJ
emaj-141	366	10	?	?	PUNCT
emaj-141	367	1	florida	florida	PROPN
emaj-141	367	2	association	association	PROPN
emaj-141	367	3	of	of	ADP
emaj-141	367	4	teacher	teacher	NOUN
emaj-141	367	5	educators	educator	NOUN
emaj-141	367	6	journal	journal	PROPN
emaj-141	367	7	v	v	NOUN
emaj-141	367	8	,	,	PUNCT
emaj-141	367	9	n.14	n.14	PROPN
emaj-141	367	10	,	,	PUNCT
emaj-141	367	11	p.1	p.1	NOUN
emaj-141	367	12	-	-	SYM
emaj-141	367	13	9	9	NUM
emaj-141	367	14	.	.	PUNCT
emaj-141	368	1	wipo	wipo	PROPN
emaj-141	368	2	(	(	PUNCT
emaj-141	368	3	2016	2016	NUM
emaj-141	368	4	)	)	PUNCT
emaj-141	368	5	.	.	PUNCT
emaj-141	369	1	[	[	X
emaj-141	369	2	online	online	X
emaj-141	369	3	]	]	X
emaj-141	369	4	http://www.wipo.int/edocs/pubdocs/en/wipo_p	http://www.wipo.int/edocs/pubdocs/en/wipo_p	PRON
emaj-141	369	5	ub_941_2016.pdf	ub_941_2016.pdf	NOUN
emaj-141	369	6	accessed	access	VERB
emaj-141	369	7	may	may	PROPN
emaj-141	369	8	2017	2017	NUM
emaj-141	369	9	.	.	PUNCT
emaj-141	370	1	appendix	appendix	VERB
emaj-141	370	2	a	a	PRON
emaj-141	370	3	–	–	PUNCT
emaj-141	370	4	variables	variable	NOUN
emaj-141	370	5	description	description	NOUN
emaj-141	370	6	variables	variable	VERB
emaj-141	370	7	sources	source	NOUN
emaj-141	370	8	description	description	NOUN
emaj-141	370	9	year	year	NOUN
emaj-141	370	10	ranking	rank	VERB
emaj-141	370	11	global	global	ADJ
emaj-141	370	12	de	de	ADP
emaj-141	370	13	inoaçao	inoaçao	PROPN
emaj-141	370	14	the	the	DET
emaj-141	370	15	global	global	ADJ
emaj-141	370	16	innovation	innovation	PROPN
emaj-141	370	17	report	report	PROPN
emaj-141	370	18	(	(	PUNCT
emaj-141	370	19	cornell	cornell	PROPN
emaj-141	370	20	university	university	PROPN
emaj-141	370	21	,	,	PUNCT
emaj-141	370	22	insead	insead	NOUN
emaj-141	370	23	,	,	PUNCT
emaj-141	370	24	wipo	wipo	PROPN
emaj-141	370	25	)	)	PUNCT
emaj-141	370	26	provides	provide	VERB
emaj-141	370	27	detailed	detailed	ADJ
emaj-141	370	28	metrics	metric	NOUN
emaj-141	370	29	about	about	ADP
emaj-141	370	30	the	the	DET
emaj-141	370	31	innovation	innovation	NOUN
emaj-141	370	32	performance	performance	NOUN
emaj-141	370	33	of	of	ADP
emaj-141	370	34	127	127	NUM
emaj-141	370	35	countries	country	NOUN
emaj-141	370	36	and	and	CCONJ
emaj-141	370	37	economies	economy	NOUN
emaj-141	370	38	around	around	ADP
emaj-141	370	39	the	the	DET
emaj-141	370	40	world	world	NOUN
emaj-141	370	41	.	.	PUNCT
emaj-141	371	1	its	its	PRON
emaj-141	371	2	81	81	NUM
emaj-141	371	3	indicators	indicator	NOUN
emaj-141	371	4	explore	explore	VERB
emaj-141	371	5	a	a	DET
emaj-141	371	6	broad	broad	ADJ
emaj-141	371	7	vision	vision	NOUN
emaj-141	371	8	of	of	ADP
emaj-141	371	9	innovation	innovation	NOUN
emaj-141	371	10	,	,	PUNCT
emaj-141	371	11	including	include	VERB
emaj-141	371	12	political	political	ADJ
emaj-141	371	13	environment	environment	NOUN
emaj-141	371	14	,	,	PUNCT
emaj-141	371	15	education	education	NOUN
emaj-141	371	16	,	,	PUNCT
emaj-141	371	17	infrastructure	infrastructure	NOUN
emaj-141	371	18	and	and	CCONJ
emaj-141	371	19	business	business	NOUN
emaj-141	371	20	sophistication	sophistication	NOUN
emaj-141	371	21	2012	2012	NUM
emaj-141	371	22	s	s	PART
emaj-141	371	23	2015	2015	NUM
emaj-141	371	24	human	human	ADJ
emaj-141	371	25	development	development	NOUN
emaj-141	371	26	index	index	NOUN
emaj-141	371	27	euromonitor	euromonitor	NOUN
emaj-141	371	28	international	international	PROPN
emaj-141	371	29	the	the	DET
emaj-141	371	30	human	human	PROPN
emaj-141	371	31	development	development	PROPN
emaj-141	371	32	index	index	NOUN
emaj-141	371	33	(	(	PUNCT
emaj-141	371	34	hdi	hdi	PROPN
emaj-141	371	35	)	)	PUNCT
emaj-141	371	36	is	be	AUX
emaj-141	371	37	an	an	DET
emaj-141	371	38	index	index	NOUN
emaj-141	371	39	used	use	VERB
emaj-141	371	40	to	to	PART
emaj-141	371	41	rank	rank	VERB
emaj-141	371	42	countries	country	NOUN
emaj-141	371	43	by	by	ADP
emaj-141	371	44	level	level	NOUN
emaj-141	371	45	of	of	ADP
emaj-141	371	46	"	"	PUNCT
emaj-141	371	47	human	human	ADJ
emaj-141	371	48	development	development	NOUN
emaj-141	371	49	"	"	PUNCT
emaj-141	371	50	.	.	PUNCT
emaj-141	372	1	the	the	DET
emaj-141	372	2	hdi	hdi	PROPN
emaj-141	372	3	provides	provide	VERB
emaj-141	372	4	a	a	DET
emaj-141	372	5	composite	composite	ADJ
emaj-141	372	6	measure	measure	NOUN
emaj-141	372	7	of	of	ADP
emaj-141	372	8	three	three	NUM
emaj-141	372	9	dimensions	dimension	NOUN
emaj-141	372	10	of	of	ADP
emaj-141	372	11	human	human	ADJ
emaj-141	372	12	development	development	NOUN
emaj-141	372	13	:	:	PUNCT
emaj-141	372	14	living	live	VERB
emaj-141	372	15	a	a	DET
emaj-141	372	16	long	long	ADJ
emaj-141	372	17	and	and	CCONJ
emaj-141	372	18	healthy	healthy	ADJ
emaj-141	372	19	life	life	NOUN
emaj-141	372	20	(	(	PUNCT
emaj-141	372	21	measured	measure	VERB
emaj-141	372	22	by	by	ADP
emaj-141	372	23	life	life	NOUN
emaj-141	372	24	expectancy	expectancy	NOUN
emaj-141	372	25	)	)	PUNCT
emaj-141	372	26	,	,	PUNCT
emaj-141	372	27	being	be	AUX
emaj-141	372	28	educated	educate	VERB
emaj-141	372	29	(	(	PUNCT
emaj-141	372	30	measured	measure	VERB
emaj-141	372	31	by	by	ADP
emaj-141	372	32	adult	adult	NOUN
emaj-141	372	33	literacy	literacy	NOUN
emaj-141	372	34	and	and	CCONJ
emaj-141	372	35	gross	gross	ADJ
emaj-141	372	36	enrolment	enrolment	NOUN
emaj-141	372	37	in	in	ADP
emaj-141	372	38	education	education	NOUN
emaj-141	372	39	)	)	PUNCT
emaj-141	372	40	and	and	CCONJ
emaj-141	372	41	having	have	VERB
emaj-141	372	42	a	a	DET
emaj-141	372	43	decent	decent	ADJ
emaj-141	372	44	standard	standard	NOUN
emaj-141	372	45	of	of	ADP
emaj-141	372	46	living	living	NOUN
emaj-141	372	47	(	(	PUNCT
emaj-141	372	48	measured	measure	VERB
emaj-141	372	49	by	by	ADP
emaj-141	372	50	purchasing	purchase	VERB
emaj-141	372	51	power	power	NOUN
emaj-141	372	52	income	income	NOUN
emaj-141	372	53	)	)	PUNCT
emaj-141	372	54	.	.	PUNCT
emaj-141	373	1	2012	2012	NUM
emaj-141	373	2	a	a	DET
emaj-141	373	3	2015	2015	NUM
emaj-141	373	4	index	index	NOUN
emaj-141	373	5	of	of	ADP
emaj-141	373	6	economic	economic	ADJ
emaj-141	373	7	freedom	freedom	NOUN
emaj-141	373	8	ranking	rank	VERB
emaj-141	373	9	euromonitor	euromonitor	NOUN
emaj-141	373	10	international	international	PROPN
emaj-141	373	11	the	the	DET
emaj-141	373	12	hdi	hdi	PROPN
emaj-141	373	13	sets	set	VERB
emaj-141	373	14	a	a	DET
emaj-141	373	15	minimum	minimum	NOUN
emaj-141	373	16	and	and	CCONJ
emaj-141	373	17	a	a	DET
emaj-141	373	18	maximum	maximum	NOUN
emaj-141	373	19	for	for	ADP
emaj-141	373	20	each	each	DET
emaj-141	373	21	dimension	dimension	NOUN
emaj-141	373	22	,	,	PUNCT
emaj-141	373	23	called	call	VERB
emaj-141	373	24	goalposts	goalpost	NOUN
emaj-141	373	25	,	,	PUNCT
emaj-141	373	26	and	and	CCONJ
emaj-141	373	27	then	then	ADV
emaj-141	373	28	shows	show	VERB
emaj-141	373	29	where	where	SCONJ
emaj-141	373	30	each	each	DET
emaj-141	373	31	country	country	NOUN
emaj-141	373	32	stands	stand	VERB
emaj-141	373	33	in	in	ADP
emaj-141	373	34	relation	relation	NOUN
emaj-141	373	35	to	to	ADP
emaj-141	373	36	these	these	DET
emaj-141	373	37	goalposts	goalpost	NOUN
emaj-141	373	38	expressed	express	VERB
emaj-141	373	39	as	as	ADP
emaj-141	373	40	a	a	DET
emaj-141	373	41	value	value	NOUN
emaj-141	373	42	between	between	ADP
emaj-141	373	43	0	0	NUM
emaj-141	373	44	and	and	CCONJ
emaj-141	373	45	1	1	NUM
emaj-141	373	46	,	,	PUNCT
emaj-141	373	47	where	where	SCONJ
emaj-141	373	48	0	0	NUM
emaj-141	373	49	shows	show	VERB
emaj-141	373	50	the	the	DET
emaj-141	373	51	lowest	low	ADJ
emaj-141	373	52	hdi	hdi	NOUN
emaj-141	373	53	value	value	NOUN
emaj-141	373	54	and	and	CCONJ
emaj-141	373	55	1	1	NUM
emaj-141	373	56	shows	show	VERB
emaj-141	373	57	the	the	DET
emaj-141	373	58	highest	high	ADJ
emaj-141	373	59	.	.	PUNCT
emaj-141	374	1	the	the	DET
emaj-141	374	2	scores	score	NOUN
emaj-141	374	3	for	for	ADP
emaj-141	374	4	the	the	DET
emaj-141	374	5	three	three	NUM
emaj-141	374	6	hdi	hdi	PROPN
emaj-141	374	7	dimension	dimension	NOUN
emaj-141	374	8	indices	index	NOUN
emaj-141	374	9	are	be	AUX
emaj-141	374	10	then	then	ADV
emaj-141	374	11	aggregated	aggregate	VERB
emaj-141	374	12	into	into	ADP
emaj-141	374	13	a	a	DET
emaj-141	374	14	composite	composite	ADJ
emaj-141	374	15	index	index	NOUN
emaj-141	374	16	using	use	VERB
emaj-141	374	17	the	the	DET
emaj-141	374	18	geometric	geometric	ADJ
emaj-141	374	19	mean	mean	ADJ
emaj-141	374	20	economic	economic	ADJ
emaj-141	374	21	freedom	freedom	NOUN
emaj-141	374	22	based	base	VERB
emaj-141	374	23	on	on	ADP
emaj-141	374	24	10	10	NUM
emaj-141	374	25	quantitative	quantitative	ADJ
emaj-141	374	26	and	and	CCONJ
emaj-141	374	27	qualitative	qualitative	ADJ
emaj-141	374	28	factors	factor	NOUN
emaj-141	374	29	,	,	PUNCT
emaj-141	374	30	grouped	group	VERB
emaj-141	374	31	into	into	ADP
emaj-141	374	32	four	four	NUM
emaj-141	374	33	broad	broad	ADJ
emaj-141	374	34	categories	category	NOUN
emaj-141	374	35	,	,	PUNCT
emaj-141	374	36	or	or	CCONJ
emaj-141	374	37	pillars	pillar	NOUN
emaj-141	374	38	,	,	PUNCT
emaj-141	374	39	of	of	ADP
emaj-141	374	40	economic	economic	ADJ
emaj-141	374	41	freedom	freedom	NOUN
emaj-141	374	42	:	:	PUNCT
emaj-141	374	43	rule	rule	NOUN
emaj-141	374	44	of	of	ADP
emaj-141	374	45	law	law	NOUN
emaj-141	374	46	(	(	PUNCT
emaj-141	374	47	property	property	NOUN
emaj-141	374	48	rights	right	NOUN
emaj-141	374	49	,	,	PUNCT
emaj-141	374	50	freedom	freedom	NOUN
emaj-141	374	51	from	from	ADP
emaj-141	374	52	corruption	corruption	NOUN
emaj-141	374	53	)	)	PUNCT
emaj-141	374	54	;	;	PUNCT
emaj-141	375	1	limited	limited	ADJ
emaj-141	375	2	government	government	NOUN
emaj-141	375	3	(	(	PUNCT
emaj-141	375	4	fiscal	fiscal	ADJ
emaj-141	375	5	freedom	freedom	NOUN
emaj-141	375	6	,	,	PUNCT
emaj-141	375	7	government	government	NOUN
emaj-141	375	8	spending	spending	NOUN
emaj-141	375	9	)	)	PUNCT
emaj-141	375	10	;	;	PUNCT
emaj-141	375	11	regulatory	regulatory	ADJ
emaj-141	375	12	efficiency	efficiency	NOUN
emaj-141	375	13	2012	2012	NUM
emaj-141	375	14	a	a	DET
emaj-141	375	15	2015	2015	NUM