id	sid	tid	token	lemma	pos
ajeer-1177	1	1	205	205	NUM
ajeer-1177	1	2	©	©	PROPN
ajeer-1177	1	3	2019	2019	NUM
ajeer-1177	1	4	by	by	ADP
ajeer-1177	1	5	the	the	DET
ajeer-1177	1	6	authors	author	NOUN
ajeer-1177	1	7	;	;	PUNCT
ajeer-1177	1	8	licensee	licensee	PROPN
ajeer-1177	1	9	asian	asian	ADJ
ajeer-1177	1	10	online	online	PROPN
ajeer-1177	1	11	journal	journal	PROPN
ajeer-1177	1	12	publishing	publishing	PROPN
ajeer-1177	1	13	group	group	PROPN
ajeer-1177	1	14	asian	asian	PROPN
ajeer-1177	1	15	journal	journal	PROPN
ajeer-1177	1	16	of	of	ADP
ajeer-1177	1	17	economics	economic	NOUN
ajeer-1177	1	18	and	and	CCONJ
ajeer-1177	1	19	empirical	empirical	ADJ
ajeer-1177	1	20	research	research	NOUN
ajeer-1177	1	21	vol	vol	NOUN
ajeer-1177	1	22	.	.	PROPN
ajeer-1177	1	23	6	6	NUM
ajeer-1177	1	24	,	,	PUNCT
ajeer-1177	1	25	no	no	INTJ
ajeer-1177	1	26	.	.	NOUN
ajeer-1177	1	27	2	2	NUM
ajeer-1177	1	28	,	,	PUNCT
ajeer-1177	1	29	205	205	NUM
ajeer-1177	1	30	-	-	SYM
ajeer-1177	1	31	215	215	NUM
ajeer-1177	1	32	,	,	PUNCT
ajeer-1177	1	33	2019	2019	NUM
ajeer-1177	1	34	issn(e	issn(e	NOUN
ajeer-1177	1	35	)	)	PUNCT
ajeer-1177	1	36	2409	2409	NUM
ajeer-1177	1	37	-	-	SYM
ajeer-1177	1	38	2622/	2622/	NUM
ajeer-1177	1	39	issn(p	issn(p	NOUN
ajeer-1177	1	40	)	)	PUNCT
ajeer-1177	1	41	2518	2518	NUM
ajeer-1177	1	42	-	-	PUNCT
ajeer-1177	1	43	010x	010x	ADJ
ajeer-1177	1	44	doi	doi	NOUN
ajeer-1177	1	45	:	:	PUNCT
ajeer-1177	1	46	10.20448	10.20448	NUM
ajeer-1177	1	47	/	/	SYM
ajeer-1177	1	48	journal.501.2019.62.205.215	journal.501.2019.62.205.215	PROPN
ajeer-1177	2	1	©	©	PROPN
ajeer-1177	2	2	2019	2019	NUM
ajeer-1177	2	3	by	by	ADP
ajeer-1177	2	4	the	the	DET
ajeer-1177	2	5	authors	author	NOUN
ajeer-1177	2	6	;	;	PUNCT
ajeer-1177	2	7	licensee	licensee	PROPN
ajeer-1177	2	8	asian	asian	ADJ
ajeer-1177	2	9	online	online	PROPN
ajeer-1177	2	10	journal	journal	PROPN
ajeer-1177	2	11	publishing	publishing	NOUN
ajeer-1177	2	12	group	group	NOUN
ajeer-1177	2	13	the	the	DET
ajeer-1177	2	14	impact	impact	NOUN
ajeer-1177	2	15	of	of	ADP
ajeer-1177	2	16	research	research	NOUN
ajeer-1177	2	17	and	and	CCONJ
ajeer-1177	2	18	development	development	NOUN
ajeer-1177	2	19	(	(	PUNCT
ajeer-1177	2	20	r&d	r&d	NOUN
ajeer-1177	2	21	)	)	PUNCT
ajeer-1177	2	22	expenditure	expenditure	NOUN
ajeer-1177	2	23	on	on	ADP
ajeer-1177	2	24	productivity	productivity	NOUN
ajeer-1177	2	25	growth	growth	NOUN
ajeer-1177	2	26	:	:	PUNCT
ajeer-1177	2	27	a	a	DET
ajeer-1177	2	28	panel	panel	NOUN
ajeer-1177	2	29	data	data	VERB
ajeer-1177	2	30	evidence	evidence	NOUN
ajeer-1177	2	31	from	from	ADP
ajeer-1177	2	32	the	the	DET
ajeer-1177	2	33	uk	uk	PROPN
ajeer-1177	2	34	manufacturing	manufacturing	NOUN
ajeer-1177	2	35	sector	sector	NOUN
ajeer-1177	2	36	sixtus	sixtus	PROPN
ajeer-1177	2	37	cyprian	cyprian	PROPN
ajeer-1177	2	38	onyekwere	onyekwere	PROPN
ajeer-1177	2	39	department	department	PROPN
ajeer-1177	2	40	of	of	ADP
ajeer-1177	2	41	economics	economic	NOUN
ajeer-1177	2	42	and	and	CCONJ
ajeer-1177	2	43	finance	finance	NOUN
ajeer-1177	2	44	,	,	PUNCT
ajeer-1177	2	45	university	university	PROPN
ajeer-1177	2	46	of	of	ADP
ajeer-1177	2	47	portsmouth	portsmouth	PROPN
ajeer-1177	2	48	,	,	PUNCT
ajeer-1177	2	49	uk	uk	PROPN
ajeer-1177	2	50	.	.	PROPN
ajeer-1177	2	51	abstract	abstract	ADJ
ajeer-1177	2	52	this	this	DET
ajeer-1177	2	53	study	study	NOUN
ajeer-1177	2	54	focuses	focus	VERB
ajeer-1177	2	55	on	on	ADP
ajeer-1177	2	56	the	the	DET
ajeer-1177	2	57	impact	impact	NOUN
ajeer-1177	2	58	of	of	ADP
ajeer-1177	2	59	research	research	NOUN
ajeer-1177	2	60	and	and	CCONJ
ajeer-1177	2	61	development	development	NOUN
ajeer-1177	2	62	(	(	PUNCT
ajeer-1177	2	63	r&d	r&d	NOUN
ajeer-1177	2	64	)	)	PUNCT
ajeer-1177	2	65	expenditure	expenditure	NOUN
ajeer-1177	2	66	on	on	ADP
ajeer-1177	2	67	productivity	productivity	NOUN
ajeer-1177	2	68	growth	growth	NOUN
ajeer-1177	2	69	for	for	ADP
ajeer-1177	2	70	a	a	DET
ajeer-1177	2	71	panel	panel	NOUN
ajeer-1177	2	72	of	of	ADP
ajeer-1177	2	73	13	13	NUM
ajeer-1177	2	74	uk	uk	PROPN
ajeer-1177	2	75	manufacturing	manufacturing	NOUN
ajeer-1177	2	76	industries	industry	NOUN
ajeer-1177	2	77	,	,	PUNCT
ajeer-1177	2	78	using	use	VERB
ajeer-1177	2	79	dataset	dataset	NOUN
ajeer-1177	2	80	from	from	ADP
ajeer-1177	2	81	1997	1997	NUM
ajeer-1177	2	82	to	to	ADP
ajeer-1177	2	83	2014	2014	NUM
ajeer-1177	2	84	.	.	PUNCT
ajeer-1177	3	1	the	the	DET
ajeer-1177	3	2	paper	paper	NOUN
ajeer-1177	3	3	used	use	VERB
ajeer-1177	3	4	the	the	DET
ajeer-1177	3	5	extended	extend	VERB
ajeer-1177	3	6	cobb	cobb	PROPN
ajeer-1177	3	7	-	-	PUNCT
ajeer-1177	3	8	douglas	douglas	PROPN
ajeer-1177	3	9	production	production	NOUN
ajeer-1177	3	10	function	function	NOUN
ajeer-1177	3	11	,	,	PUNCT
ajeer-1177	3	12	where	where	SCONJ
ajeer-1177	3	13	r&d	r&d	NOUN
ajeer-1177	3	14	expenditure	expenditure	NOUN
ajeer-1177	3	15	is	be	AUX
ajeer-1177	3	16	included	include	VERB
ajeer-1177	3	17	as	as	ADP
ajeer-1177	3	18	one	one	NUM
ajeer-1177	3	19	of	of	ADP
ajeer-1177	3	20	the	the	DET
ajeer-1177	3	21	factor	factor	NOUN
ajeer-1177	3	22	inputs	input	NOUN
ajeer-1177	3	23	,	,	PUNCT
ajeer-1177	3	24	just	just	ADV
ajeer-1177	3	25	like	like	ADP
ajeer-1177	3	26	labour	labour	NOUN
ajeer-1177	3	27	and	and	CCONJ
ajeer-1177	3	28	capital	capital	NOUN
ajeer-1177	3	29	.	.	PUNCT
ajeer-1177	4	1	the	the	DET
ajeer-1177	4	2	study	study	NOUN
ajeer-1177	4	3	employs	employ	VERB
ajeer-1177	4	4	the	the	DET
ajeer-1177	4	5	fixed	fix	VERB
ajeer-1177	4	6	effects	effect	NOUN
ajeer-1177	4	7	method	method	NOUN
ajeer-1177	4	8	for	for	SCONJ
ajeer-1177	4	9	the	the	DET
ajeer-1177	4	10	panel	panel	NOUN
ajeer-1177	4	11	data	data	VERB
ajeer-1177	4	12	analysis	analysis	NOUN
ajeer-1177	4	13	and	and	CCONJ
ajeer-1177	4	14	found	find	VERB
ajeer-1177	4	15	r&d	r&d	NOUN
ajeer-1177	4	16	coefficient	coefficient	NOUN
ajeer-1177	4	17	of	of	ADP
ajeer-1177	4	18	0.07	0.07	NUM
ajeer-1177	4	19	,	,	PUNCT
ajeer-1177	4	20	significant	significant	ADJ
ajeer-1177	4	21	at	at	ADP
ajeer-1177	4	22	1	1	NUM
ajeer-1177	4	23	%	%	NOUN
ajeer-1177	4	24	.	.	PUNCT
ajeer-1177	5	1	the	the	DET
ajeer-1177	5	2	finding	finding	NOUN
ajeer-1177	5	3	implies	imply	VERB
ajeer-1177	5	4	that	that	SCONJ
ajeer-1177	5	5	,	,	PUNCT
ajeer-1177	5	6	consistent	consistent	ADJ
ajeer-1177	5	7	with	with	ADP
ajeer-1177	5	8	previous	previous	ADJ
ajeer-1177	5	9	papers	paper	NOUN
ajeer-1177	5	10	done	do	VERB
ajeer-1177	5	11	for	for	ADP
ajeer-1177	5	12	the	the	DET
ajeer-1177	5	13	uk	uk	PROPN
ajeer-1177	5	14	manufacturing	manufacturing	NOUN
ajeer-1177	5	15	sector	sector	NOUN
ajeer-1177	5	16	,	,	PUNCT
ajeer-1177	5	17	r&d	r&d	NOUN
ajeer-1177	5	18	expenditure	expenditure	NOUN
ajeer-1177	5	19	still	still	ADV
ajeer-1177	5	20	has	have	VERB
ajeer-1177	5	21	a	a	DET
ajeer-1177	5	22	positive	positive	ADJ
ajeer-1177	5	23	relationship	relationship	NOUN
ajeer-1177	5	24	with	with	ADP
ajeer-1177	5	25	productivity	productivity	NOUN
ajeer-1177	5	26	growth	growth	NOUN
ajeer-1177	5	27	at	at	ADP
ajeer-1177	5	28	panel	panel	NOUN
ajeer-1177	5	29	industry	industry	NOUN
ajeer-1177	5	30	level	level	NOUN
ajeer-1177	5	31	.	.	PUNCT
ajeer-1177	6	1	however	however	ADV
ajeer-1177	6	2	,	,	PUNCT
ajeer-1177	6	3	the	the	DET
ajeer-1177	6	4	estimate	estimate	NOUN
ajeer-1177	6	5	0.07	0.07	NUM
ajeer-1177	6	6	lends	lend	VERB
ajeer-1177	6	7	support	support	NOUN
ajeer-1177	6	8	to	to	ADP
ajeer-1177	6	9	the	the	DET
ajeer-1177	6	10	argument	argument	NOUN
ajeer-1177	6	11	of	of	ADP
ajeer-1177	6	12	small	small	ADJ
ajeer-1177	6	13	coefficient	coefficient	NOUN
ajeer-1177	6	14	for	for	ADP
ajeer-1177	6	15	r&d	r&d	NOUN
ajeer-1177	6	16	,	,	PUNCT
ajeer-1177	6	17	unlike	unlike	ADP
ajeer-1177	6	18	other	other	ADJ
ajeer-1177	6	19	papers	paper	NOUN
ajeer-1177	6	20	arguing	argue	VERB
ajeer-1177	6	21	for	for	ADP
ajeer-1177	6	22	higher	high	ADJ
ajeer-1177	6	23	coefficient	coefficient	NOUN
ajeer-1177	6	24	.	.	PUNCT
ajeer-1177	7	1	thus	thus	ADV
ajeer-1177	7	2	,	,	PUNCT
ajeer-1177	7	3	we	we	PRON
ajeer-1177	7	4	align	align	VERB
ajeer-1177	7	5	with	with	ADP
ajeer-1177	7	6	the	the	DET
ajeer-1177	7	7	argument	argument	NOUN
ajeer-1177	7	8	that	that	SCONJ
ajeer-1177	7	9	r&d	r&d	NOUN
ajeer-1177	7	10	has	have	AUX
ajeer-1177	7	11	a	a	DET
ajeer-1177	7	12	small	small	ADJ
ajeer-1177	7	13	positive	positive	ADJ
ajeer-1177	7	14	impact	impact	NOUN
ajeer-1177	7	15	on	on	ADP
ajeer-1177	7	16	productivity	productivity	NOUN
ajeer-1177	7	17	growth	growth	NOUN
ajeer-1177	7	18	.	.	PUNCT
ajeer-1177	8	1	theoretical	theoretical	ADJ
ajeer-1177	8	2	implication	implication	NOUN
ajeer-1177	8	3	of	of	ADP
ajeer-1177	8	4	this	this	DET
ajeer-1177	8	5	finding	finding	NOUN
ajeer-1177	8	6	is	be	AUX
ajeer-1177	8	7	that	that	DET
ajeer-1177	8	8	technological	technological	ADJ
ajeer-1177	8	9	advancement	advancement	NOUN
ajeer-1177	8	10	which	which	PRON
ajeer-1177	8	11	contributes	contribute	VERB
ajeer-1177	8	12	to	to	ADP
ajeer-1177	8	13	productivity	productivity	NOUN
ajeer-1177	8	14	growth	growth	NOUN
ajeer-1177	8	15	is	be	AUX
ajeer-1177	8	16	not	not	PART
ajeer-1177	8	17	exogenous	exogenous	ADJ
ajeer-1177	8	18	;	;	PUNCT
ajeer-1177	8	19	it	it	PRON
ajeer-1177	8	20	can	can	AUX
ajeer-1177	8	21	be	be	AUX
ajeer-1177	8	22	determined	determine	VERB
ajeer-1177	8	23	by	by	ADP
ajeer-1177	8	24	r&d	r&d	NOUN
ajeer-1177	8	25	decisions	decision	NOUN
ajeer-1177	8	26	in	in	ADP
ajeer-1177	8	27	firms	firm	NOUN
ajeer-1177	8	28	and	and	CCONJ
ajeer-1177	8	29	in	in	ADP
ajeer-1177	8	30	industries	industry	NOUN
ajeer-1177	8	31	.	.	PUNCT
ajeer-1177	9	1	thus	thus	ADV
ajeer-1177	9	2	,	,	PUNCT
ajeer-1177	9	3	policy	policy	NOUN
ajeer-1177	9	4	recommendation	recommendation	NOUN
ajeer-1177	9	5	of	of	ADP
ajeer-1177	9	6	this	this	DET
ajeer-1177	9	7	research	research	NOUN
ajeer-1177	9	8	is	be	AUX
ajeer-1177	9	9	for	for	SCONJ
ajeer-1177	9	10	the	the	DET
ajeer-1177	9	11	uk	uk	PROPN
ajeer-1177	9	12	government	government	NOUN
ajeer-1177	9	13	to	to	PART
ajeer-1177	9	14	provide	provide	VERB
ajeer-1177	9	15	incentives	incentive	NOUN
ajeer-1177	9	16	to	to	PART
ajeer-1177	9	17	increase	increase	VERB
ajeer-1177	9	18	innovation	innovation	NOUN
ajeer-1177	9	19	in	in	ADP
ajeer-1177	9	20	the	the	DET
ajeer-1177	9	21	uk	uk	PROPN
ajeer-1177	9	22	manufacturing	manufacturing	NOUN
ajeer-1177	9	23	industries	industry	NOUN
ajeer-1177	9	24	by	by	ADP
ajeer-1177	9	25	increasing	increase	VERB
ajeer-1177	9	26	research	research	NOUN
ajeer-1177	9	27	grants	grant	NOUN
ajeer-1177	9	28	and	and	CCONJ
ajeer-1177	9	29	subsidies	subsidy	NOUN
ajeer-1177	9	30	given	give	VERB
ajeer-1177	9	31	to	to	ADP
ajeer-1177	9	32	firms	firm	NOUN
ajeer-1177	9	33	.	.	PUNCT
ajeer-1177	10	1	finaly	finaly	VERB
ajeer-1177	10	2	,	,	PUNCT
ajeer-1177	10	3	evidence	evidence	NOUN
ajeer-1177	10	4	from	from	ADP
ajeer-1177	10	5	the	the	DET
ajeer-1177	10	6	result	result	NOUN
ajeer-1177	10	7	of	of	ADP
ajeer-1177	10	8	this	this	DET
ajeer-1177	10	9	paper	paper	NOUN
ajeer-1177	10	10	has	have	AUX
ajeer-1177	10	11	shown	show	VERB
ajeer-1177	10	12	that	that	SCONJ
ajeer-1177	10	13	firms	firm	NOUN
ajeer-1177	10	14	who	who	PRON
ajeer-1177	10	15	wish	wish	VERB
ajeer-1177	10	16	to	to	PART
ajeer-1177	10	17	increase	increase	VERB
ajeer-1177	10	18	labour	labour	ADJ
ajeer-1177	10	19	productivity	productivity	NOUN
ajeer-1177	10	20	should	should	AUX
ajeer-1177	10	21	include	include	VERB
ajeer-1177	10	22	r&d	r&d	NOUN
ajeer-1177	10	23	investment	investment	NOUN
ajeer-1177	10	24	as	as	ADP
ajeer-1177	10	25	one	one	NUM
ajeer-1177	10	26	of	of	ADP
ajeer-1177	10	27	their	their	PRON
ajeer-1177	10	28	strategies	strategy	NOUN
ajeer-1177	10	29	.	.	PUNCT
ajeer-1177	11	1	keywords	keyword	NOUN
ajeer-1177	11	2	:	:	PUNCT
ajeer-1177	12	1	r&d	r&d	NOUN
ajeer-1177	12	2	,	,	PUNCT
ajeer-1177	12	3	productivity	productivity	NOUN
ajeer-1177	12	4	,	,	PUNCT
ajeer-1177	12	5	cobb	cobb	PROPN
ajeer-1177	12	6	-	-	PUNCT
ajeer-1177	12	7	douglas	douglas	PROPN
ajeer-1177	12	8	production	production	NOUN
ajeer-1177	12	9	function	function	PROPN
ajeer-1177	12	10	,	,	PUNCT
ajeer-1177	12	11	panel	panel	NOUN
ajeer-1177	12	12	data	datum	NOUN
ajeer-1177	12	13	,	,	PUNCT
ajeer-1177	12	14	fixed	fix	VERB
ajeer-1177	12	15	effects	effect	NOUN
ajeer-1177	12	16	,	,	PUNCT
ajeer-1177	12	17	uk	uk	PROPN
ajeer-1177	12	18	manufacturing	manufacturing	NOUN
ajeer-1177	12	19	industry	industry	NOUN
ajeer-1177	12	20	.	.	PUNCT
ajeer-1177	13	1	jel	jel	PROPN
ajeer-1177	13	2	classification	classification	NOUN
ajeer-1177	13	3	:	:	PUNCT
ajeer-1177	13	4	l00	l00	NOUN
ajeer-1177	13	5	.	.	PUNCT
ajeer-1177	14	1	citation	citation	NOUN
ajeer-1177	14	2	|	|	ADV
ajeer-1177	14	3	sixtus	sixtus	PROPN
ajeer-1177	14	4	cyprian	cyprian	PROPN
ajeer-1177	14	5	onyekwere	onyekwere	PROPN
ajeer-1177	14	6	(	(	PUNCT
ajeer-1177	14	7	2019	2019	NUM
ajeer-1177	14	8	)	)	PUNCT
ajeer-1177	14	9	.	.	PUNCT
ajeer-1177	15	1	the	the	DET
ajeer-1177	15	2	impact	impact	NOUN
ajeer-1177	15	3	of	of	ADP
ajeer-1177	15	4	research	research	NOUN
ajeer-1177	15	5	and	and	CCONJ
ajeer-1177	15	6	development	development	NOUN
ajeer-1177	15	7	(	(	PUNCT
ajeer-1177	15	8	r&d	r&d	NOUN
ajeer-1177	15	9	)	)	PUNCT
ajeer-1177	15	10	expenditure	expenditure	NOUN
ajeer-1177	15	11	on	on	ADP
ajeer-1177	15	12	productivity	productivity	NOUN
ajeer-1177	15	13	growth	growth	NOUN
ajeer-1177	15	14	:	:	PUNCT
ajeer-1177	15	15	a	a	DET
ajeer-1177	15	16	panel	panel	NOUN
ajeer-1177	15	17	data	data	VERB
ajeer-1177	15	18	evidence	evidence	NOUN
ajeer-1177	15	19	from	from	ADP
ajeer-1177	15	20	the	the	DET
ajeer-1177	15	21	uk	uk	PROPN
ajeer-1177	15	22	manufacturing	manufacturing	NOUN
ajeer-1177	15	23	sector	sector	NOUN
ajeer-1177	15	24	.	.	PUNCT
ajeer-1177	16	1	asian	asian	ADJ
ajeer-1177	16	2	journal	journal	PROPN
ajeer-1177	16	3	of	of	ADP
ajeer-1177	16	4	economics	economic	NOUN
ajeer-1177	16	5	and	and	CCONJ
ajeer-1177	16	6	empirical	empirical	ADJ
ajeer-1177	16	7	research	research	NOUN
ajeer-1177	16	8	,	,	PUNCT
ajeer-1177	16	9	6(2	6(2	NUM
ajeer-1177	16	10	):	):	PUNCT
ajeer-1177	16	11	205	205	NUM
ajeer-1177	16	12	-	-	SYM
ajeer-1177	16	13	215	215	NUM
ajeer-1177	16	14	.	.	PUNCT
ajeer-1177	17	1	history	history	NOUN
ajeer-1177	17	2	:	:	PUNCT
ajeer-1177	17	3	received	receive	VERB
ajeer-1177	17	4	:	:	PUNCT
ajeer-1177	17	5	5	5	NUM
ajeer-1177	17	6	september	september	PROPN
ajeer-1177	17	7	2019	2019	NUM
ajeer-1177	17	8	revised	revise	VERB
ajeer-1177	17	9	:	:	PUNCT
ajeer-1177	17	10	9	9	NUM
ajeer-1177	17	11	october	october	NOUN
ajeer-1177	17	12	2019	2019	NUM
ajeer-1177	17	13	accepted	accept	VERB
ajeer-1177	17	14	:	:	PUNCT
ajeer-1177	17	15	13	13	NUM
ajeer-1177	17	16	november	november	PROPN
ajeer-1177	17	17	2019	2019	NUM
ajeer-1177	17	18	published	publish	VERB
ajeer-1177	17	19	:	:	PUNCT
ajeer-1177	17	20	20	20	NUM
ajeer-1177	17	21	december	december	PROPN
ajeer-1177	17	22	2019	2019	NUM
ajeer-1177	17	23	licensed	license	VERB
ajeer-1177	17	24	:	:	PUNCT
ajeer-1177	17	25	this	this	DET
ajeer-1177	17	26	work	work	NOUN
ajeer-1177	17	27	is	be	AUX
ajeer-1177	17	28	licensed	license	VERB
ajeer-1177	17	29	under	under	ADP
ajeer-1177	17	30	a	a	DET
ajeer-1177	17	31	creative	creative	ADJ
ajeer-1177	17	32	commons	common	NOUN
ajeer-1177	17	33	attribution	attribution	NOUN
ajeer-1177	17	34	3.0	3.0	NUM
ajeer-1177	17	35	license	license	NOUN
ajeer-1177	17	36	publisher	publisher	NOUN
ajeer-1177	17	37	:	:	PUNCT
ajeer-1177	17	38	asian	asian	ADJ
ajeer-1177	17	39	online	online	PROPN
ajeer-1177	17	40	journal	journal	PROPN
ajeer-1177	17	41	publishing	publishing	PROPN
ajeer-1177	17	42	group	group	PROPN
ajeer-1177	17	43	funding	funding	NOUN
ajeer-1177	17	44	:	:	PUNCT
ajeer-1177	17	45	this	this	DET
ajeer-1177	17	46	study	study	NOUN
ajeer-1177	17	47	received	receive	VERB
ajeer-1177	17	48	no	no	DET
ajeer-1177	17	49	specific	specific	ADJ
ajeer-1177	17	50	financial	financial	ADJ
ajeer-1177	17	51	support	support	NOUN
ajeer-1177	17	52	.	.	PUNCT
ajeer-1177	18	1	competing	compete	VERB
ajeer-1177	18	2	interests	interest	NOUN
ajeer-1177	18	3	:	:	PUNCT
ajeer-1177	18	4	the	the	DET
ajeer-1177	18	5	author	author	NOUN
ajeer-1177	18	6	declares	declare	VERB
ajeer-1177	18	7	that	that	SCONJ
ajeer-1177	18	8	there	there	PRON
ajeer-1177	18	9	are	be	VERB
ajeer-1177	18	10	no	no	DET
ajeer-1177	18	11	conflicts	conflict	NOUN
ajeer-1177	18	12	of	of	ADP
ajeer-1177	18	13	interests	interest	NOUN
ajeer-1177	18	14	regarding	regard	VERB
ajeer-1177	18	15	the	the	DET
ajeer-1177	18	16	publication	publication	NOUN
ajeer-1177	18	17	of	of	ADP
ajeer-1177	18	18	this	this	DET
ajeer-1177	18	19	paper	paper	NOUN
ajeer-1177	18	20	.	.	PUNCT
ajeer-1177	19	1	transparency	transparency	NOUN
ajeer-1177	19	2	:	:	PUNCT
ajeer-1177	19	3	the	the	DET
ajeer-1177	19	4	author	author	NOUN
ajeer-1177	19	5	confirms	confirm	VERB
ajeer-1177	19	6	that	that	SCONJ
ajeer-1177	19	7	the	the	DET
ajeer-1177	19	8	manuscript	manuscript	NOUN
ajeer-1177	19	9	is	be	AUX
ajeer-1177	19	10	an	an	DET
ajeer-1177	19	11	honest	honest	ADJ
ajeer-1177	19	12	,	,	PUNCT
ajeer-1177	19	13	accurate	accurate	ADJ
ajeer-1177	19	14	,	,	PUNCT
ajeer-1177	19	15	and	and	CCONJ
ajeer-1177	19	16	transparent	transparent	ADJ
ajeer-1177	19	17	account	account	NOUN
ajeer-1177	19	18	of	of	ADP
ajeer-1177	19	19	the	the	DET
ajeer-1177	19	20	study	study	NOUN
ajeer-1177	19	21	was	be	AUX
ajeer-1177	19	22	reported	report	VERB
ajeer-1177	19	23	;	;	PUNCT
ajeer-1177	19	24	that	that	SCONJ
ajeer-1177	19	25	no	no	DET
ajeer-1177	19	26	vital	vital	ADJ
ajeer-1177	19	27	features	feature	NOUN
ajeer-1177	19	28	of	of	ADP
ajeer-1177	19	29	the	the	DET
ajeer-1177	19	30	study	study	NOUN
ajeer-1177	19	31	have	have	AUX
ajeer-1177	19	32	been	be	AUX
ajeer-1177	19	33	omitted	omit	VERB
ajeer-1177	19	34	;	;	PUNCT
ajeer-1177	19	35	and	and	CCONJ
ajeer-1177	19	36	that	that	SCONJ
ajeer-1177	19	37	any	any	DET
ajeer-1177	19	38	discrepancies	discrepancy	NOUN
ajeer-1177	19	39	from	from	ADP
ajeer-1177	19	40	the	the	DET
ajeer-1177	19	41	study	study	NOUN
ajeer-1177	19	42	as	as	SCONJ
ajeer-1177	19	43	planned	plan	VERB
ajeer-1177	19	44	have	have	AUX
ajeer-1177	19	45	been	be	AUX
ajeer-1177	19	46	explained	explain	VERB
ajeer-1177	19	47	.	.	PUNCT
ajeer-1177	20	1	ethical	ethical	ADJ
ajeer-1177	20	2	:	:	PUNCT
ajeer-1177	20	3	this	this	DET
ajeer-1177	20	4	study	study	NOUN
ajeer-1177	20	5	follows	follow	VERB
ajeer-1177	20	6	all	all	DET
ajeer-1177	20	7	ethical	ethical	ADJ
ajeer-1177	20	8	practices	practice	NOUN
ajeer-1177	20	9	during	during	ADP
ajeer-1177	20	10	writing	writing	NOUN
ajeer-1177	20	11	.	.	PUNCT
ajeer-1177	21	1	contents	content	NOUN
ajeer-1177	21	2	1	1	NUM
ajeer-1177	21	3	.	.	PUNCT
ajeer-1177	22	1	introduction	introduction	NOUN
ajeer-1177	22	2	....................................................................................................................................................................................	....................................................................................................................................................................................	VERB
ajeer-1177	22	3	206	206	NUM
ajeer-1177	22	4	2	2	NUM
ajeer-1177	22	5	.	.	NOUN
ajeer-1177	22	6	significance	significance	NOUN
ajeer-1177	22	7	of	of	ADP
ajeer-1177	22	8	study	study	NOUN
ajeer-1177	22	9	.....................................................................................................................................................................	.....................................................................................................................................................................	PUNCT
ajeer-1177	23	1	206	206	NUM
ajeer-1177	23	2	3	3	NUM
ajeer-1177	23	3	.	.	PUNCT
ajeer-1177	23	4	review	review	NOUN
ajeer-1177	23	5	of	of	ADP
ajeer-1177	23	6	related	related	ADJ
ajeer-1177	23	7	literature	literature	NOUN
ajeer-1177	23	8	......................................................................................................................................................	......................................................................................................................................................	PUNCT
ajeer-1177	23	9	206	206	NUM
ajeer-1177	23	10	4	4	NUM
ajeer-1177	23	11	.	.	PUNCT
ajeer-1177	23	12	methodology	methodology	NOUN
ajeer-1177	23	13	and	and	CCONJ
ajeer-1177	23	14	data	datum	NOUN
ajeer-1177	23	15	.................................................................................................................................................................	.................................................................................................................................................................	PUNCT
ajeer-1177	24	1	209	209	NUM
ajeer-1177	24	2	5	5	NUM
ajeer-1177	24	3	.	.	PUNCT
ajeer-1177	25	1	empirical	empirical	ADJ
ajeer-1177	25	2	results	result	NOUN
ajeer-1177	25	3	...........................................................................................................................................................................	...........................................................................................................................................................................	PUNCT
ajeer-1177	25	4	212	212	NUM
ajeer-1177	25	5	6	6	NUM
ajeer-1177	25	6	.	.	PUNCT
ajeer-1177	26	1	discussion	discussion	NOUN
ajeer-1177	26	2	........................................................................................................................................................................................	........................................................................................................................................................................................	PUNCT
ajeer-1177	27	1	213	213	NUM
ajeer-1177	27	2	7	7	NUM
ajeer-1177	27	3	.	.	PUNCT
ajeer-1177	27	4	conclusion	conclusion	NOUN
ajeer-1177	27	5	.......................................................................................................................................................................................	.......................................................................................................................................................................................	PUNCT
ajeer-1177	27	6	213	213	NUM
ajeer-1177	27	7	references	reference	NOUN
ajeer-1177	27	8	............................................................................................................................................................................................	............................................................................................................................................................................................	PUNCT
ajeer-1177	28	1	214	214	NUM
ajeer-1177	28	2	http://crossmark.crossref.org/dialog/?doi=10.20448/journal.501.2019.62.205.215&domain=pdf&date_stamp=2017-01-14	http://crossmark.crossref.org/dialog/?doi=10.20448/journal.501.2019.62.205.215&domain=pdf&date_stamp=2017-01-14	NOUN
ajeer-1177	28	3	http://creativecommons.org/licenses/by/3.0/	http://creativecommons.org/licenses/by/3.0/	PROPN
ajeer-1177	28	4	http://creativecommons.org/licenses/by/3.0/	http://creativecommons.org/licenses/by/3.0/	PROPN
ajeer-1177	28	5	https://www.asianonlinejournals.com/index.php/ajeer/article/view/1177	https://www.asianonlinejournals.com/index.php/ajeer/article/view/1177	PROPN
ajeer-1177	28	6	https://orcid.org/0000-0002-1742-7620	https://orcid.org/0000-0002-1742-7620	PROPN
ajeer-1177	28	7	https://www.asianonlinejournals.com/index.php/ajeer/article/view/1177	https://www.asianonlinejournals.com/index.php/ajeer/article/view/1177	SYM
ajeer-1177	28	8	https://orcid.org/0000-0002-1742-7620	https://orcid.org/0000-0002-1742-7620	NOUN
ajeer-1177	28	9	https://www.asianonlinejournals.com/index.php/ajeer/article/view/1177	https://www.asianonlinejournals.com/index.php/ajeer/article/view/1177	NUM
ajeer-1177	28	10	https://orcid.org/0000-0002-1742-7620	https://orcid.org/0000-0002-1742-7620	NOUN
ajeer-1177	28	11	asian	asian	ADJ
ajeer-1177	28	12	journal	journal	NOUN
ajeer-1177	28	13	of	of	ADP
ajeer-1177	28	14	economics	economic	NOUN
ajeer-1177	28	15	and	and	CCONJ
ajeer-1177	28	16	empirical	empirical	ADJ
ajeer-1177	28	17	research	research	NOUN
ajeer-1177	28	18	,	,	PUNCT
ajeer-1177	28	19	2019	2019	NUM
ajeer-1177	28	20	,	,	PUNCT
ajeer-1177	28	21	6(2	6(2	NUM
ajeer-1177	28	22	):	):	PUNCT
ajeer-1177	28	23	205	205	NUM
ajeer-1177	28	24	-	-	SYM
ajeer-1177	28	25	215	215	NUM
ajeer-1177	28	26	206	206	NUM
ajeer-1177	28	27	©	©	PROPN
ajeer-1177	28	28	2019	2019	NUM
ajeer-1177	28	29	by	by	ADP
ajeer-1177	28	30	the	the	DET
ajeer-1177	28	31	authors	author	NOUN
ajeer-1177	28	32	;	;	PUNCT
ajeer-1177	28	33	licensee	licensee	PROPN
ajeer-1177	28	34	asian	asian	ADJ
ajeer-1177	28	35	online	online	PROPN
ajeer-1177	28	36	journal	journal	PROPN
ajeer-1177	28	37	publishing	publishing	NOUN
ajeer-1177	28	38	group	group	NOUN
ajeer-1177	28	39	contribution	contribution	NOUN
ajeer-1177	28	40	of	of	ADP
ajeer-1177	28	41	this	this	DET
ajeer-1177	28	42	paper	paper	NOUN
ajeer-1177	28	43	to	to	ADP
ajeer-1177	28	44	the	the	DET
ajeer-1177	28	45	literature	literature	NOUN
ajeer-1177	28	46	this	this	DET
ajeer-1177	28	47	study	study	NOUN
ajeer-1177	28	48	contributes	contribute	VERB
ajeer-1177	28	49	to	to	ADP
ajeer-1177	28	50	the	the	DET
ajeer-1177	28	51	existing	exist	VERB
ajeer-1177	28	52	literature	literature	NOUN
ajeer-1177	28	53	by	by	ADP
ajeer-1177	28	54	examining	examine	VERB
ajeer-1177	28	55	the	the	DET
ajeer-1177	28	56	impact	impact	NOUN
ajeer-1177	28	57	of	of	ADP
ajeer-1177	28	58	research	research	NOUN
ajeer-1177	28	59	and	and	CCONJ
ajeer-1177	28	60	development	development	NOUN
ajeer-1177	28	61	(	(	PUNCT
ajeer-1177	28	62	r&d	r&d	NOUN
ajeer-1177	28	63	)	)	PUNCT
ajeer-1177	28	64	expenditure	expenditure	NOUN
ajeer-1177	28	65	on	on	ADP
ajeer-1177	28	66	productivity	productivity	NOUN
ajeer-1177	28	67	growth	growth	NOUN
ajeer-1177	28	68	for	for	ADP
ajeer-1177	28	69	a	a	DET
ajeer-1177	28	70	panel	panel	NOUN
ajeer-1177	28	71	of	of	ADP
ajeer-1177	28	72	13	13	NUM
ajeer-1177	28	73	uk	uk	PROPN
ajeer-1177	28	74	manufacturing	manufacturing	NOUN
ajeer-1177	28	75	industries	industry	NOUN
ajeer-1177	28	76	,	,	PUNCT
ajeer-1177	28	77	using	use	VERB
ajeer-1177	28	78	dataset	dataset	NOUN
ajeer-1177	28	79	from	from	ADP
ajeer-1177	28	80	1997	1997	NUM
ajeer-1177	28	81	to	to	ADP
ajeer-1177	28	82	2014	2014	NUM
ajeer-1177	28	83	.	.	PUNCT
ajeer-1177	29	1	1	1	X
ajeer-1177	29	2	.	.	X
ajeer-1177	29	3	introduction	introduction	NOUN
ajeer-1177	29	4	harari	harari	PROPN
ajeer-1177	29	5	(	(	PUNCT
ajeer-1177	29	6	2015	2015	NUM
ajeer-1177	29	7	)	)	PUNCT
ajeer-1177	29	8	defines	define	VERB
ajeer-1177	29	9	productivity	productivity	NOUN
ajeer-1177	29	10	growth	growth	NOUN
ajeer-1177	29	11	as	as	ADP
ajeer-1177	29	12	the	the	DET
ajeer-1177	29	13	increase	increase	NOUN
ajeer-1177	29	14	in	in	ADP
ajeer-1177	29	15	output	output	NOUN
ajeer-1177	29	16	per	per	ADP
ajeer-1177	29	17	employee	employee	NOUN
ajeer-1177	29	18	.	.	PUNCT
ajeer-1177	30	1	it	it	PRON
ajeer-1177	30	2	is	be	AUX
ajeer-1177	30	3	generally	generally	ADV
ajeer-1177	30	4	believed	believe	VERB
ajeer-1177	30	5	among	among	ADP
ajeer-1177	30	6	economics	economic	NOUN
ajeer-1177	30	7	endogenous	endogenous	ADJ
ajeer-1177	30	8	growth	growth	NOUN
ajeer-1177	30	9	theorists	theorist	NOUN
ajeer-1177	30	10	such	such	ADJ
ajeer-1177	30	11	as	as	ADP
ajeer-1177	30	12	romer	romer	NOUN
ajeer-1177	30	13	(	(	PUNCT
ajeer-1177	30	14	1986	1986	NUM
ajeer-1177	30	15	)	)	PUNCT
ajeer-1177	30	16	;	;	PUNCT
ajeer-1177	30	17	romer	romer	NOUN
ajeer-1177	30	18	(	(	PUNCT
ajeer-1177	30	19	1990	1990	NUM
ajeer-1177	30	20	)	)	PUNCT
ajeer-1177	30	21	and	and	CCONJ
ajeer-1177	30	22	lucas	lucas	PROPN
ajeer-1177	30	23	(	(	PUNCT
ajeer-1177	30	24	1988	1988	NUM
ajeer-1177	30	25	)	)	PUNCT
ajeer-1177	30	26	that	that	SCONJ
ajeer-1177	30	27	,	,	PUNCT
ajeer-1177	30	28	one	one	NUM
ajeer-1177	30	29	of	of	ADP
ajeer-1177	30	30	the	the	DET
ajeer-1177	30	31	obvious	obvious	ADJ
ajeer-1177	30	32	ways	way	NOUN
ajeer-1177	30	33	to	to	PART
ajeer-1177	30	34	achieve	achieve	VERB
ajeer-1177	30	35	productivity	productivity	NOUN
ajeer-1177	30	36	growth	growth	NOUN
ajeer-1177	30	37	is	be	AUX
ajeer-1177	30	38	through	through	ADP
ajeer-1177	30	39	technological	technological	ADJ
ajeer-1177	30	40	advancement	advancement	NOUN
ajeer-1177	30	41	,	,	PUNCT
ajeer-1177	30	42	which	which	PRON
ajeer-1177	30	43	they	they	PRON
ajeer-1177	30	44	argue	argue	VERB
ajeer-1177	30	45	can	can	AUX
ajeer-1177	30	46	result	result	VERB
ajeer-1177	30	47	from	from	ADP
ajeer-1177	30	48	investments	investment	NOUN
ajeer-1177	30	49	in	in	ADP
ajeer-1177	30	50	r&d	r&d	PROPN
ajeer-1177	30	51	(	(	PUNCT
ajeer-1177	30	52	moen	moen	PROPN
ajeer-1177	30	53	and	and	CCONJ
ajeer-1177	30	54	burchardt	burchardt	ADJ
ajeer-1177	30	55	,	,	PUNCT
ajeer-1177	30	56	2009	2009	NUM
ajeer-1177	30	57	)	)	PUNCT
ajeer-1177	30	58	.	.	PUNCT
ajeer-1177	31	1	this	this	PRON
ajeer-1177	31	2	is	be	AUX
ajeer-1177	31	3	in	in	ADP
ajeer-1177	31	4	contrast	contrast	NOUN
ajeer-1177	31	5	to	to	ADP
ajeer-1177	31	6	previous	previous	ADJ
ajeer-1177	31	7	exogenous	exogenous	ADJ
ajeer-1177	31	8	growth	growth	NOUN
ajeer-1177	31	9	theory	theory	NOUN
ajeer-1177	31	10	proposed	propose	VERB
ajeer-1177	31	11	by	by	ADP
ajeer-1177	31	12	solow	solow	PROPN
ajeer-1177	31	13	(	(	PUNCT
ajeer-1177	31	14	1956	1956	NUM
ajeer-1177	31	15	)	)	PUNCT
ajeer-1177	31	16	which	which	PRON
ajeer-1177	31	17	rather	rather	ADV
ajeer-1177	31	18	saw	see	VERB
ajeer-1177	31	19	technological	technological	ADJ
ajeer-1177	31	20	advancement	advancement	NOUN
ajeer-1177	31	21	as	as	ADP
ajeer-1177	31	22	a	a	DET
ajeer-1177	31	23	factor	factor	NOUN
ajeer-1177	31	24	outside	outside	ADP
ajeer-1177	31	25	the	the	DET
ajeer-1177	31	26	control	control	NOUN
ajeer-1177	31	27	of	of	ADP
ajeer-1177	31	28	agents	agent	NOUN
ajeer-1177	31	29	.	.	PUNCT
ajeer-1177	32	1	since	since	SCONJ
ajeer-1177	32	2	the	the	DET
ajeer-1177	32	3	work	work	NOUN
ajeer-1177	32	4	of	of	ADP
ajeer-1177	32	5	romer	romer	NOUN
ajeer-1177	32	6	(	(	PUNCT
ajeer-1177	32	7	1986	1986	NUM
ajeer-1177	32	8	)	)	PUNCT
ajeer-1177	32	9	an	an	DET
ajeer-1177	32	10	ample	ample	ADJ
ajeer-1177	32	11	amount	amount	NOUN
ajeer-1177	32	12	of	of	ADP
ajeer-1177	32	13	research	research	NOUN
ajeer-1177	32	14	has	have	AUX
ajeer-1177	32	15	been	be	AUX
ajeer-1177	32	16	undertaken	undertake	VERB
ajeer-1177	32	17	on	on	ADP
ajeer-1177	32	18	this	this	DET
ajeer-1177	32	19	topic	topic	NOUN
ajeer-1177	32	20	mostly	mostly	ADV
ajeer-1177	32	21	in	in	ADP
ajeer-1177	32	22	the	the	DET
ajeer-1177	32	23	usa	usa	PROPN
ajeer-1177	32	24	,	,	PUNCT
ajeer-1177	32	25	to	to	PART
ajeer-1177	32	26	understand	understand	VERB
ajeer-1177	32	27	the	the	DET
ajeer-1177	32	28	nature	nature	NOUN
ajeer-1177	32	29	of	of	ADP
ajeer-1177	32	30	the	the	DET
ajeer-1177	32	31	impact	impact	NOUN
ajeer-1177	32	32	of	of	ADP
ajeer-1177	32	33	technological	technological	ADJ
ajeer-1177	32	34	advancement	advancement	NOUN
ajeer-1177	32	35	through	through	ADP
ajeer-1177	32	36	r&d	r&d	NOUN
ajeer-1177	32	37	on	on	ADP
ajeer-1177	32	38	productivity	productivity	NOUN
ajeer-1177	32	39	growth	growth	NOUN
ajeer-1177	32	40	.	.	PUNCT
ajeer-1177	33	1	researchers	researcher	NOUN
ajeer-1177	33	2	arguing	argue	VERB
ajeer-1177	33	3	on	on	ADP
ajeer-1177	33	4	this	this	DET
ajeer-1177	33	5	topic	topic	NOUN
ajeer-1177	33	6	adopt	adopt	VERB
ajeer-1177	33	7	different	different	ADJ
ajeer-1177	33	8	r&d	r&d	NOUN
ajeer-1177	33	9	data	datum	NOUN
ajeer-1177	33	10	for	for	ADP
ajeer-1177	33	11	investigation	investigation	NOUN
ajeer-1177	33	12	such	such	ADJ
ajeer-1177	33	13	as	as	ADP
ajeer-1177	33	14	,	,	PUNCT
ajeer-1177	33	15	r&d	r&d	NOUN
ajeer-1177	33	16	expenditure	expenditure	NOUN
ajeer-1177	33	17	,	,	PUNCT
ajeer-1177	33	18	r&d	r&d	NOUN
ajeer-1177	33	19	patents	patent	NOUN
ajeer-1177	33	20	and	and	CCONJ
ajeer-1177	33	21	embodied	embody	VERB
ajeer-1177	33	22	r&d	r&d	NOUN
ajeer-1177	33	23	(	(	PUNCT
ajeer-1177	33	24	intermediate	intermediate	ADJ
ajeer-1177	33	25	and	and	CCONJ
ajeer-1177	33	26	investment	investment	NOUN
ajeer-1177	33	27	goods	good	NOUN
ajeer-1177	33	28	)	)	PUNCT
ajeer-1177	33	29	,	,	PUNCT
ajeer-1177	33	30	depending	depend	VERB
ajeer-1177	33	31	on	on	ADP
ajeer-1177	33	32	data	datum	NOUN
ajeer-1177	33	33	availability	availability	NOUN
ajeer-1177	33	34	.	.	PUNCT
ajeer-1177	34	1	for	for	ADP
ajeer-1177	34	2	this	this	DET
ajeer-1177	34	3	current	current	ADJ
ajeer-1177	34	4	research	research	NOUN
ajeer-1177	34	5	,	,	PUNCT
ajeer-1177	34	6	the	the	DET
ajeer-1177	34	7	widely	widely	ADV
ajeer-1177	34	8	available	available	ADJ
ajeer-1177	34	9	r&d	r&d	NOUN
ajeer-1177	34	10	expenditure	expenditure	NOUN
ajeer-1177	34	11	data	datum	NOUN
ajeer-1177	34	12	is	be	AUX
ajeer-1177	34	13	used	use	VERB
ajeer-1177	34	14	as	as	SCONJ
ajeer-1177	34	15	depicted	depict	VERB
ajeer-1177	34	16	on	on	ADP
ajeer-1177	34	17	the	the	DET
ajeer-1177	34	18	title	title	NOUN
ajeer-1177	34	19	,	,	PUNCT
ajeer-1177	34	20	to	to	PART
ajeer-1177	34	21	contribute	contribute	VERB
ajeer-1177	34	22	to	to	ADP
ajeer-1177	34	23	the	the	DET
ajeer-1177	34	24	arguments	argument	NOUN
ajeer-1177	34	25	.	.	PUNCT
ajeer-1177	35	1	the	the	DET
ajeer-1177	35	2	choice	choice	NOUN
ajeer-1177	35	3	of	of	ADP
ajeer-1177	35	4	focus	focus	NOUN
ajeer-1177	35	5	on	on	ADP
ajeer-1177	35	6	the	the	DET
ajeer-1177	35	7	uk	uk	PROPN
ajeer-1177	35	8	manufacturing	manufacturing	NOUN
ajeer-1177	35	9	sector	sector	NOUN
ajeer-1177	35	10	for	for	ADP
ajeer-1177	35	11	this	this	DET
ajeer-1177	35	12	research	research	NOUN
ajeer-1177	35	13	is	be	AUX
ajeer-1177	35	14	due	due	ADJ
ajeer-1177	35	15	to	to	ADP
ajeer-1177	35	16	huge	huge	ADJ
ajeer-1177	35	17	investments	investment	NOUN
ajeer-1177	35	18	in	in	ADP
ajeer-1177	35	19	r&d	r&d	NOUN
ajeer-1177	35	20	which	which	PRON
ajeer-1177	35	21	flow	flow	VERB
ajeer-1177	35	22	from	from	ADP
ajeer-1177	35	23	this	this	DET
ajeer-1177	35	24	sector	sector	NOUN
ajeer-1177	35	25	.	.	PUNCT
ajeer-1177	36	1	according	accord	VERB
ajeer-1177	36	2	to	to	ADP
ajeer-1177	36	3	keen	keen	ADJ
ajeer-1177	36	4	(	(	PUNCT
ajeer-1177	36	5	2015	2015	NUM
ajeer-1177	36	6	)	)	PUNCT
ajeer-1177	36	7	the	the	DET
ajeer-1177	36	8	four	four	NUM
ajeer-1177	36	9	major	major	ADJ
ajeer-1177	36	10	business	business	NOUN
ajeer-1177	36	11	industries	industry	NOUN
ajeer-1177	36	12	in	in	ADP
ajeer-1177	36	13	2013	2013	NUM
ajeer-1177	36	14	which	which	PRON
ajeer-1177	36	15	contributed	contribute	VERB
ajeer-1177	36	16	to	to	ADP
ajeer-1177	36	17	over	over	ADP
ajeer-1177	36	18	64	64	NUM
ajeer-1177	36	19	%	%	NOUN
ajeer-1177	36	20	of	of	ADP
ajeer-1177	36	21	the	the	DET
ajeer-1177	36	22	gross	gross	ADJ
ajeer-1177	36	23	expenditure	expenditure	NOUN
ajeer-1177	36	24	on	on	ADP
ajeer-1177	36	25	r&d	r&d	NOUN
ajeer-1177	36	26	(	(	PUNCT
ajeer-1177	36	27	gerd	gerd	NOUN
ajeer-1177	36	28	)	)	PUNCT
ajeer-1177	36	29	in	in	ADP
ajeer-1177	36	30	the	the	DET
ajeer-1177	36	31	uk	uk	PROPN
ajeer-1177	36	32	all	all	PRON
ajeer-1177	36	33	come	come	VERB
ajeer-1177	36	34	from	from	ADP
ajeer-1177	36	35	the	the	DET
ajeer-1177	36	36	manufacturing	manufacturing	NOUN
ajeer-1177	36	37	sector	sector	NOUN
ajeer-1177	36	38	.	.	PUNCT
ajeer-1177	37	1	they	they	PRON
ajeer-1177	37	2	are	be	AUX
ajeer-1177	37	3	;	;	PUNCT
ajeer-1177	37	4	pharmaceutical	pharmaceutical	NOUN
ajeer-1177	37	5	industry	industry	NOUN
ajeer-1177	37	6	22	22	NUM
ajeer-1177	37	7	%	%	NOUN
ajeer-1177	37	8	,	,	PUNCT
ajeer-1177	37	9	motor	motor	NOUN
ajeer-1177	37	10	vehicles	vehicle	NOUN
ajeer-1177	37	11	and	and	CCONJ
ajeer-1177	37	12	parts	part	NOUN
ajeer-1177	37	13	11	11	NUM
ajeer-1177	37	14	%	%	NOUN
ajeer-1177	37	15	,	,	PUNCT
ajeer-1177	37	16	computer	computer	NOUN
ajeer-1177	37	17	programming	programming	NOUN
ajeer-1177	37	18	and	and	CCONJ
ajeer-1177	37	19	information	information	NOUN
ajeer-1177	37	20	services	service	NOUN
ajeer-1177	37	21	11	11	NUM
ajeer-1177	37	22	%	%	NOUN
ajeer-1177	37	23	,	,	PUNCT
ajeer-1177	37	24	and	and	CCONJ
ajeer-1177	37	25	aerospace	aerospace	NOUN
ajeer-1177	37	26	9	9	NUM
ajeer-1177	37	27	%	%	NOUN
ajeer-1177	37	28	.	.	PUNCT
ajeer-1177	38	1	in	in	ADP
ajeer-1177	38	2	addition	addition	NOUN
ajeer-1177	38	3	,	,	PUNCT
ajeer-1177	38	4	warwick	warwick	PROPN
ajeer-1177	38	5	(	(	PUNCT
ajeer-1177	38	6	2010	2010	NUM
ajeer-1177	38	7	)	)	PUNCT
ajeer-1177	38	8	reports	report	VERB
ajeer-1177	38	9	that	that	SCONJ
ajeer-1177	38	10	75	75	NUM
ajeer-1177	38	11	%	%	NOUN
ajeer-1177	38	12	of	of	ADP
ajeer-1177	38	13	total	total	ADJ
ajeer-1177	38	14	expenditure	expenditure	NOUN
ajeer-1177	38	15	on	on	ADP
ajeer-1177	38	16	r&d	r&d	NOUN
ajeer-1177	38	17	in	in	ADP
ajeer-1177	38	18	uk	uk	PROPN
ajeer-1177	38	19	business	business	NOUN
ajeer-1177	38	20	came	come	VERB
ajeer-1177	38	21	from	from	ADP
ajeer-1177	38	22	the	the	DET
ajeer-1177	38	23	manufacturing	manufacturing	NOUN
ajeer-1177	38	24	sector	sector	NOUN
ajeer-1177	38	25	in	in	ADP
ajeer-1177	38	26	2008	2008	NUM
ajeer-1177	38	27	.	.	PUNCT
ajeer-1177	39	1	by	by	ADP
ajeer-1177	39	2	implication	implication	NOUN
ajeer-1177	39	3	,	,	PUNCT
ajeer-1177	39	4	the	the	DET
ajeer-1177	39	5	manufacturing	manufacturing	NOUN
ajeer-1177	39	6	sector	sector	NOUN
ajeer-1177	39	7	can	can	AUX
ajeer-1177	39	8	be	be	AUX
ajeer-1177	39	9	said	say	VERB
ajeer-1177	39	10	to	to	PART
ajeer-1177	39	11	be	be	AUX
ajeer-1177	39	12	the	the	DET
ajeer-1177	39	13	sector	sector	NOUN
ajeer-1177	39	14	with	with	ADP
ajeer-1177	39	15	the	the	DET
ajeer-1177	39	16	highest	high	ADJ
ajeer-1177	39	17	business	business	NOUN
ajeer-1177	39	18	r&d	r&d	NOUN
ajeer-1177	39	19	expenditure	expenditure	NOUN
ajeer-1177	39	20	in	in	ADP
ajeer-1177	39	21	the	the	DET
ajeer-1177	39	22	uk	uk	PROPN
ajeer-1177	39	23	.	.	PUNCT
ajeer-1177	40	1	this	this	DET
ajeer-1177	40	2	research	research	NOUN
ajeer-1177	40	3	therefore	therefore	ADV
ajeer-1177	40	4	pays	pay	VERB
ajeer-1177	40	5	attention	attention	NOUN
ajeer-1177	40	6	to	to	ADP
ajeer-1177	40	7	this	this	DET
ajeer-1177	40	8	sector	sector	NOUN
ajeer-1177	40	9	of	of	ADP
ajeer-1177	40	10	the	the	DET
ajeer-1177	40	11	economy	economy	NOUN
ajeer-1177	40	12	,	,	PUNCT
ajeer-1177	40	13	using	use	VERB
ajeer-1177	40	14	econometric	econometric	ADJ
ajeer-1177	40	15	valuation	valuation	NOUN
ajeer-1177	40	16	of	of	ADP
ajeer-1177	40	17	r&d	r&d	PROPN
ajeer-1177	40	18	,	,	PUNCT
ajeer-1177	40	19	which	which	PRON
ajeer-1177	40	20	is	be	AUX
ajeer-1177	40	21	in	in	ADP
ajeer-1177	40	22	line	line	NOUN
ajeer-1177	40	23	with	with	ADP
ajeer-1177	40	24	the	the	DET
ajeer-1177	40	25	economics	economic	NOUN
ajeer-1177	40	26	endogenous	endogenous	ADJ
ajeer-1177	40	27	growth	growth	NOUN
ajeer-1177	40	28	theory	theory	NOUN
ajeer-1177	40	29	.	.	PUNCT
ajeer-1177	41	1	although	although	SCONJ
ajeer-1177	41	2	previous	previous	ADJ
ajeer-1177	41	3	studies	study	NOUN
ajeer-1177	41	4	confirm	confirm	VERB
ajeer-1177	41	5	a	a	DET
ajeer-1177	41	6	positive	positive	ADJ
ajeer-1177	41	7	impact	impact	NOUN
ajeer-1177	41	8	of	of	ADP
ajeer-1177	41	9	r&d	r&d	NOUN
ajeer-1177	41	10	on	on	ADP
ajeer-1177	41	11	productivity	productivity	NOUN
ajeer-1177	41	12	growth	growth	NOUN
ajeer-1177	41	13	,	,	PUNCT
ajeer-1177	41	14	there	there	PRON
ajeer-1177	41	15	are	be	VERB
ajeer-1177	41	16	still	still	ADV
ajeer-1177	41	17	ongoing	ongoing	ADJ
ajeer-1177	41	18	arguments	argument	NOUN
ajeer-1177	41	19	on	on	ADP
ajeer-1177	41	20	the	the	DET
ajeer-1177	41	21	exact	exact	ADJ
ajeer-1177	41	22	impact	impact	NOUN
ajeer-1177	41	23	of	of	ADP
ajeer-1177	41	24	r&d	r&d	NOUN
ajeer-1177	41	25	investments	investment	NOUN
ajeer-1177	41	26	on	on	ADP
ajeer-1177	41	27	productivity	productivity	NOUN
ajeer-1177	41	28	growth	growth	NOUN
ajeer-1177	41	29	,	,	PUNCT
ajeer-1177	41	30	with	with	ADP
ajeer-1177	41	31	most	most	ADJ
ajeer-1177	41	32	arguments	argument	NOUN
ajeer-1177	41	33	arising	arise	VERB
ajeer-1177	41	34	between	between	ADP
ajeer-1177	41	35	time	time	NOUN
ajeer-1177	41	36	-	-	PUNCT
ajeer-1177	41	37	series	series	NOUN
ajeer-1177	41	38	studies	study	NOUN
ajeer-1177	41	39	and	and	CCONJ
ajeer-1177	41	40	cross	cross	ADJ
ajeer-1177	41	41	-	-	ADJ
ajeer-1177	41	42	section	section	ADJ
ajeer-1177	41	43	studies	study	NOUN
ajeer-1177	41	44	.	.	PUNCT
ajeer-1177	42	1	interests	interest	NOUN
ajeer-1177	42	2	on	on	ADP
ajeer-1177	42	3	this	this	DET
ajeer-1177	42	4	topic	topic	NOUN
ajeer-1177	42	5	span	span	NOUN
ajeer-1177	42	6	from	from	ADP
ajeer-1177	42	7	country	country	NOUN
ajeer-1177	42	8	level	level	NOUN
ajeer-1177	42	9	to	to	ADP
ajeer-1177	42	10	industry	industry	NOUN
ajeer-1177	42	11	level	level	NOUN
ajeer-1177	42	12	,	,	PUNCT
ajeer-1177	42	13	down	down	ADP
ajeer-1177	42	14	to	to	ADP
ajeer-1177	42	15	firm	firm	ADJ
ajeer-1177	42	16	level	level	NOUN
ajeer-1177	42	17	.	.	PUNCT
ajeer-1177	43	1	most	most	ADJ
ajeer-1177	43	2	of	of	ADP
ajeer-1177	43	3	these	these	DET
ajeer-1177	43	4	arguments	argument	NOUN
ajeer-1177	43	5	started	start	VERB
ajeer-1177	43	6	after	after	ADP
ajeer-1177	43	7	the	the	DET
ajeer-1177	43	8	productivity	productivity	NOUN
ajeer-1177	43	9	slowdown	slowdown	NOUN
ajeer-1177	43	10	in	in	ADP
ajeer-1177	43	11	the	the	DET
ajeer-1177	43	12	1970s	1970	NOUN
ajeer-1177	43	13	in	in	ADP
ajeer-1177	43	14	usa	usa	PROPN
ajeer-1177	43	15	and	and	CCONJ
ajeer-1177	43	16	uk	uk	PROPN
ajeer-1177	43	17	industries	industry	NOUN
ajeer-1177	43	18	,	,	PUNCT
ajeer-1177	43	19	despite	despite	SCONJ
ajeer-1177	43	20	investments	investment	NOUN
ajeer-1177	43	21	in	in	ADP
ajeer-1177	43	22	r&d	r&d	PROPN
ajeer-1177	43	23	(	(	PUNCT
ajeer-1177	43	24	cameron	cameron	PROPN
ajeer-1177	43	25	,	,	PUNCT
ajeer-1177	43	26	2003	2003	NUM
ajeer-1177	43	27	)	)	PUNCT
ajeer-1177	43	28	.	.	PUNCT
ajeer-1177	44	1	holtz	holtz	PROPN
ajeer-1177	44	2	-	-	PUNCT
ajeer-1177	44	3	eakin	eakin	PROPN
ajeer-1177	44	4	(	(	PUNCT
ajeer-1177	44	5	2005	2005	NUM
ajeer-1177	44	6	)	)	PUNCT
ajeer-1177	44	7	states	state	VERB
ajeer-1177	44	8	that	that	SCONJ
ajeer-1177	44	9	this	this	DET
ajeer-1177	44	10	productivity	productivity	NOUN
ajeer-1177	44	11	growth	growth	NOUN
ajeer-1177	44	12	which	which	PRON
ajeer-1177	44	13	slowed	slow	VERB
ajeer-1177	44	14	down	down	ADP
ajeer-1177	44	15	in	in	ADP
ajeer-1177	44	16	the	the	DET
ajeer-1177	44	17	1970s	1970	NOUN
ajeer-1177	44	18	led	lead	VERB
ajeer-1177	44	19	to	to	ADP
ajeer-1177	44	20	a	a	DET
ajeer-1177	44	21	massive	massive	ADJ
ajeer-1177	44	22	econometric	econometric	ADJ
ajeer-1177	44	23	analysis	analysis	NOUN
ajeer-1177	44	24	of	of	ADP
ajeer-1177	44	25	the	the	DET
ajeer-1177	44	26	impact	impact	NOUN
ajeer-1177	44	27	of	of	ADP
ajeer-1177	44	28	r&d	r&d	NOUN
ajeer-1177	44	29	investment	investment	NOUN
ajeer-1177	44	30	on	on	ADP
ajeer-1177	44	31	productivity	productivity	NOUN
ajeer-1177	44	32	growth	growth	NOUN
ajeer-1177	44	33	.	.	PUNCT
ajeer-1177	45	1	according	accord	VERB
ajeer-1177	45	2	to	to	ADP
ajeer-1177	45	3	holtz	holtz	PROPN
ajeer-1177	45	4	-	-	PUNCT
ajeer-1177	45	5	eakin	eakin	PROPN
ajeer-1177	45	6	(	(	PUNCT
ajeer-1177	45	7	2005	2005	NUM
ajeer-1177	45	8	)	)	PUNCT
ajeer-1177	45	9	while	while	SCONJ
ajeer-1177	45	10	some	some	DET
ajeer-1177	45	11	researchers	researcher	NOUN
ajeer-1177	45	12	report	report	VERB
ajeer-1177	45	13	a	a	DET
ajeer-1177	45	14	zero	zero	NUM
ajeer-1177	45	15	r&d	r&d	NOUN
ajeer-1177	45	16	contribution	contribution	NOUN
ajeer-1177	45	17	to	to	ADP
ajeer-1177	45	18	productivity	productivity	NOUN
ajeer-1177	45	19	growth	growth	NOUN
ajeer-1177	45	20	,	,	PUNCT
ajeer-1177	45	21	others	other	NOUN
ajeer-1177	45	22	report	report	VERB
ajeer-1177	45	23	a	a	DET
ajeer-1177	45	24	massive	massive	ADJ
ajeer-1177	45	25	contribution	contribution	NOUN
ajeer-1177	45	26	and	and	CCONJ
ajeer-1177	45	27	the	the	DET
ajeer-1177	45	28	rest	rest	NOUN
ajeer-1177	45	29	lie	lie	NOUN
ajeer-1177	45	30	somewhere	somewhere	ADV
ajeer-1177	45	31	in	in	ADP
ajeer-1177	45	32	-	-	PUNCT
ajeer-1177	45	33	between	between	ADP
ajeer-1177	45	34	the	the	DET
ajeer-1177	45	35	two	two	NUM
ajeer-1177	45	36	extremes	extreme	NOUN
ajeer-1177	45	37	.	.	PUNCT
ajeer-1177	46	1	thus	thus	ADV
ajeer-1177	46	2	,	,	PUNCT
ajeer-1177	46	3	these	these	DET
ajeer-1177	46	4	contradictions	contradiction	NOUN
ajeer-1177	46	5	poses	pose	VERB
ajeer-1177	46	6	a	a	DET
ajeer-1177	46	7	problem	problem	NOUN
ajeer-1177	46	8	that	that	PRON
ajeer-1177	46	9	need	need	VERB
ajeer-1177	46	10	addressing	address	VERB
ajeer-1177	46	11	.	.	PUNCT
ajeer-1177	47	1	again	again	ADV
ajeer-1177	47	2	,	,	PUNCT
ajeer-1177	47	3	kafouros	kafouro	NOUN
ajeer-1177	47	4	(	(	PUNCT
ajeer-1177	47	5	2005	2005	NUM
ajeer-1177	47	6	)	)	PUNCT
ajeer-1177	47	7	laments	lament	VERB
ajeer-1177	47	8	that	that	SCONJ
ajeer-1177	47	9	the	the	DET
ajeer-1177	47	10	adoption	adoption	NOUN
ajeer-1177	47	11	of	of	ADP
ajeer-1177	47	12	econometric	econometric	ADJ
ajeer-1177	47	13	valuation	valuation	NOUN
ajeer-1177	47	14	for	for	ADP
ajeer-1177	47	15	r&d	r&d	NOUN
ajeer-1177	47	16	(	(	PUNCT
ajeer-1177	47	17	as	as	SCONJ
ajeer-1177	47	18	used	use	VERB
ajeer-1177	47	19	in	in	ADP
ajeer-1177	47	20	this	this	DET
ajeer-1177	47	21	present	present	ADJ
ajeer-1177	47	22	paper	paper	NOUN
ajeer-1177	47	23	)	)	PUNCT
ajeer-1177	47	24	which	which	PRON
ajeer-1177	47	25	attracted	attract	VERB
ajeer-1177	47	26	much	much	ADJ
ajeer-1177	47	27	attention	attention	NOUN
ajeer-1177	47	28	in	in	ADP
ajeer-1177	47	29	usa	usa	PROPN
ajeer-1177	47	30	,	,	PUNCT
ajeer-1177	47	31	france	france	PROPN
ajeer-1177	47	32	and	and	CCONJ
ajeer-1177	47	33	germany	germany	PROPN
ajeer-1177	47	34	,	,	PUNCT
ajeer-1177	47	35	has	have	AUX
ajeer-1177	47	36	received	receive	VERB
ajeer-1177	47	37	less	less	ADJ
ajeer-1177	47	38	attention	attention	NOUN
ajeer-1177	47	39	in	in	ADP
ajeer-1177	47	40	the	the	DET
ajeer-1177	47	41	uk	uk	PROPN
ajeer-1177	47	42	and	and	CCONJ
ajeer-1177	47	43	therefore	therefore	ADV
ajeer-1177	47	44	calls	call	VERB
ajeer-1177	47	45	for	for	ADP
ajeer-1177	47	46	more	more	ADJ
ajeer-1177	47	47	research	research	NOUN
ajeer-1177	47	48	.	.	PUNCT
ajeer-1177	48	1	following	follow	VERB
ajeer-1177	48	2	the	the	DET
ajeer-1177	48	3	gaps	gap	NOUN
ajeer-1177	48	4	identified	identify	VERB
ajeer-1177	48	5	in	in	ADP
ajeer-1177	48	6	literature	literature	NOUN
ajeer-1177	48	7	and	and	CCONJ
ajeer-1177	48	8	the	the	DET
ajeer-1177	48	9	problems	problem	NOUN
ajeer-1177	48	10	noted	note	VERB
ajeer-1177	48	11	,	,	PUNCT
ajeer-1177	48	12	this	this	DET
ajeer-1177	48	13	present	present	ADJ
ajeer-1177	48	14	study	study	NOUN
ajeer-1177	48	15	has	have	AUX
ajeer-1177	48	16	set	set	VERB
ajeer-1177	48	17	out	out	ADP
ajeer-1177	48	18	the	the	DET
ajeer-1177	48	19	following	follow	VERB
ajeer-1177	48	20	objectives	objective	NOUN
ajeer-1177	48	21	:	:	PUNCT
ajeer-1177	48	22			NOUN
ajeer-1177	48	23	to	to	PART
ajeer-1177	48	24	ascertain	ascertain	VERB
ajeer-1177	48	25	the	the	DET
ajeer-1177	48	26	nature	nature	NOUN
ajeer-1177	48	27	of	of	ADP
ajeer-1177	48	28	the	the	DET
ajeer-1177	48	29	relationship	relationship	NOUN
ajeer-1177	48	30	between	between	ADP
ajeer-1177	48	31	r&d	r&d	NOUN
ajeer-1177	48	32	expenditure	expenditure	NOUN
ajeer-1177	48	33	and	and	CCONJ
ajeer-1177	48	34	productivity	productivity	NOUN
ajeer-1177	48	35	growth	growth	NOUN
ajeer-1177	48	36	in	in	ADP
ajeer-1177	48	37	uk	uk	PROPN
ajeer-1177	48	38	manufacturing	manufacturing	NOUN
ajeer-1177	48	39	industries	industry	NOUN
ajeer-1177	48	40	.	.	PUNCT
ajeer-1177	49	1			X
ajeer-1177	49	2	to	to	PART
ajeer-1177	49	3	highlight	highlight	VERB
ajeer-1177	49	4	the	the	DET
ajeer-1177	49	5	exact	exact	ADJ
ajeer-1177	49	6	impact	impact	NOUN
ajeer-1177	49	7	of	of	ADP
ajeer-1177	49	8	r&d	r&d	NOUN
ajeer-1177	49	9	expenditure	expenditure	NOUN
ajeer-1177	49	10	on	on	ADP
ajeer-1177	49	11	productivity	productivity	NOUN
ajeer-1177	49	12	growth	growth	NOUN
ajeer-1177	49	13	in	in	ADP
ajeer-1177	49	14	uk	uk	PROPN
ajeer-1177	49	15	manufacturing	manufacturing	NOUN
ajeer-1177	49	16	industries	industry	NOUN
ajeer-1177	49	17	.	.	PUNCT
ajeer-1177	50	1	2	2	X
ajeer-1177	50	2	.	.	NOUN
ajeer-1177	50	3	significance	significance	NOUN
ajeer-1177	50	4	of	of	ADP
ajeer-1177	50	5	study	study	NOUN
ajeer-1177	50	6	the	the	DET
ajeer-1177	50	7	aim	aim	NOUN
ajeer-1177	50	8	of	of	ADP
ajeer-1177	50	9	this	this	DET
ajeer-1177	50	10	research	research	NOUN
ajeer-1177	50	11	is	be	AUX
ajeer-1177	50	12	to	to	PART
ajeer-1177	50	13	contribute	contribute	VERB
ajeer-1177	50	14	to	to	ADP
ajeer-1177	50	15	the	the	DET
ajeer-1177	50	16	existing	exist	VERB
ajeer-1177	50	17	body	body	NOUN
ajeer-1177	50	18	of	of	ADP
ajeer-1177	50	19	literature	literature	NOUN
ajeer-1177	50	20	,	,	PUNCT
ajeer-1177	50	21	on	on	ADP
ajeer-1177	50	22	the	the	DET
ajeer-1177	50	23	exact	exact	ADJ
ajeer-1177	50	24	impact	impact	NOUN
ajeer-1177	50	25	of	of	ADP
ajeer-1177	50	26	r&d	r&d	NOUN
ajeer-1177	50	27	investments	investment	NOUN
ajeer-1177	50	28	on	on	ADP
ajeer-1177	50	29	productivity	productivity	NOUN
ajeer-1177	50	30	growth	growth	NOUN
ajeer-1177	50	31	.	.	PUNCT
ajeer-1177	51	1	this	this	PRON
ajeer-1177	51	2	will	will	AUX
ajeer-1177	51	3	help	help	VERB
ajeer-1177	51	4	firms	firm	NOUN
ajeer-1177	51	5	and	and	CCONJ
ajeer-1177	51	6	government	government	NOUN
ajeer-1177	51	7	policy	policy	NOUN
ajeer-1177	51	8	makers	maker	NOUN
ajeer-1177	51	9	to	to	PART
ajeer-1177	51	10	make	make	VERB
ajeer-1177	51	11	rational	rational	ADJ
ajeer-1177	51	12	decisions	decision	NOUN
ajeer-1177	51	13	on	on	ADP
ajeer-1177	51	14	the	the	DET
ajeer-1177	51	15	most	most	ADV
ajeer-1177	51	16	efficient	efficient	ADJ
ajeer-1177	51	17	way	way	NOUN
ajeer-1177	51	18	to	to	PART
ajeer-1177	51	19	allocate	allocate	VERB
ajeer-1177	51	20	scarce	scarce	ADJ
ajeer-1177	51	21	resources	resource	NOUN
ajeer-1177	51	22	towards	towards	ADP
ajeer-1177	51	23	the	the	DET
ajeer-1177	51	24	production	production	NOUN
ajeer-1177	51	25	of	of	ADP
ajeer-1177	51	26	goods	good	NOUN
ajeer-1177	51	27	and	and	CCONJ
ajeer-1177	51	28	services	service	NOUN
ajeer-1177	51	29	.	.	PUNCT
ajeer-1177	52	1	again	again	ADV
ajeer-1177	52	2	,	,	PUNCT
ajeer-1177	52	3	the	the	DET
ajeer-1177	52	4	paper	paper	NOUN
ajeer-1177	52	5	also	also	ADV
ajeer-1177	52	6	contributes	contribute	VERB
ajeer-1177	52	7	to	to	ADP
ajeer-1177	52	8	the	the	DET
ajeer-1177	52	9	argument	argument	NOUN
ajeer-1177	52	10	surrounding	surround	VERB
ajeer-1177	52	11	the	the	DET
ajeer-1177	52	12	endogenous	endogenous	ADJ
ajeer-1177	52	13	growth	growth	NOUN
ajeer-1177	52	14	theory	theory	NOUN
ajeer-1177	52	15	.	.	PUNCT
ajeer-1177	53	1	3	3	X
ajeer-1177	53	2	.	.	X
ajeer-1177	53	3	review	review	NOUN
ajeer-1177	53	4	of	of	ADP
ajeer-1177	53	5	related	related	ADJ
ajeer-1177	53	6	literature	literature	NOUN
ajeer-1177	53	7	the	the	DET
ajeer-1177	53	8	importance	importance	NOUN
ajeer-1177	53	9	of	of	ADP
ajeer-1177	53	10	technology	technology	NOUN
ajeer-1177	53	11	,	,	PUNCT
ajeer-1177	53	12	innovation	innovation	NOUN
ajeer-1177	53	13	activities	activity	NOUN
ajeer-1177	53	14	,	,	PUNCT
ajeer-1177	53	15	and	and	CCONJ
ajeer-1177	53	16	productivity	productivity	NOUN
ajeer-1177	53	17	growth	growth	NOUN
ajeer-1177	53	18	are	be	AUX
ajeer-1177	53	19	heavily	heavily	ADV
ajeer-1177	53	20	emphasised	emphasised	ADJ
ajeer-1177	53	21	in	in	ADP
ajeer-1177	53	22	many	many	ADJ
ajeer-1177	53	23	academic	academic	ADJ
ajeer-1177	53	24	papers	paper	NOUN
ajeer-1177	53	25	.	.	PUNCT
ajeer-1177	54	1	nevertheless	nevertheless	ADV
ajeer-1177	54	2	,	,	PUNCT
ajeer-1177	54	3	different	different	ADJ
ajeer-1177	54	4	papers	paper	NOUN
ajeer-1177	54	5	focus	focus	VERB
ajeer-1177	54	6	on	on	ADP
ajeer-1177	54	7	different	different	ADJ
ajeer-1177	54	8	aspects	aspect	NOUN
ajeer-1177	54	9	of	of	ADP
ajeer-1177	54	10	the	the	DET
ajeer-1177	54	11	topic	topic	NOUN
ajeer-1177	54	12	.	.	PUNCT
ajeer-1177	55	1	studies	study	NOUN
ajeer-1177	55	2	at	at	ADP
ajeer-1177	55	3	industry	industry	NOUN
ajeer-1177	55	4	and	and	CCONJ
ajeer-1177	55	5	firm	firm	ADJ
ajeer-1177	55	6	level	level	NOUN
ajeer-1177	55	7	shows	show	VERB
ajeer-1177	55	8	there	there	PRON
ajeer-1177	55	9	are	be	VERB
ajeer-1177	55	10	two	two	NUM
ajeer-1177	55	11	most	most	ADV
ajeer-1177	55	12	influential	influential	ADJ
ajeer-1177	55	13	categories	category	NOUN
ajeer-1177	55	14	of	of	ADP
ajeer-1177	55	15	papers	paper	NOUN
ajeer-1177	55	16	found	find	VERB
ajeer-1177	55	17	.	.	PUNCT
ajeer-1177	56	1	they	they	PRON
ajeer-1177	56	2	are	be	AUX
ajeer-1177	56	3	those	those	PRON
ajeer-1177	56	4	which	which	PRON
ajeer-1177	56	5	argue	argue	VERB
ajeer-1177	56	6	for	for	ADP
ajeer-1177	56	7	large	large	ADJ
ajeer-1177	56	8	coefficient	coefficient	NOUN
ajeer-1177	56	9	for	for	ADP
ajeer-1177	56	10	r&d	r&d	NOUN
ajeer-1177	56	11	and	and	CCONJ
ajeer-1177	56	12	those	those	PRON
ajeer-1177	56	13	which	which	PRON
ajeer-1177	56	14	argue	argue	VERB
ajeer-1177	56	15	for	for	ADP
ajeer-1177	56	16	small	small	ADJ
ajeer-1177	56	17	coefficient	coefficient	NOUN
ajeer-1177	56	18	.	.	PUNCT
ajeer-1177	57	1	those	those	DET
ajeer-1177	57	2	studies	study	NOUN
ajeer-1177	57	3	arguing	argue	VERB
ajeer-1177	57	4	for	for	ADP
ajeer-1177	57	5	large	large	ADJ
ajeer-1177	57	6	coefficients	coefficient	NOUN
ajeer-1177	57	7	for	for	ADP
ajeer-1177	57	8	r&d	r&d	NOUN
ajeer-1177	57	9	are	be	AUX
ajeer-1177	57	10	usually	usually	ADV
ajeer-1177	57	11	those	those	PRON
ajeer-1177	57	12	using	use	VERB
ajeer-1177	57	13	cross	cross	ADJ
ajeer-1177	57	14	-	-	ADJ
ajeer-1177	57	15	section	section	ADJ
ajeer-1177	57	16	data	datum	NOUN
ajeer-1177	57	17	while	while	SCONJ
ajeer-1177	57	18	those	those	PRON
ajeer-1177	57	19	which	which	PRON
ajeer-1177	57	20	argue	argue	VERB
ajeer-1177	57	21	for	for	ADP
ajeer-1177	57	22	small	small	ADJ
ajeer-1177	57	23	coefficient	coefficient	NOUN
ajeer-1177	57	24	are	be	AUX
ajeer-1177	57	25	those	those	PRON
ajeer-1177	57	26	using	use	VERB
ajeer-1177	57	27	timeseries	timeserie	NOUN
ajeer-1177	57	28	data	datum	NOUN
ajeer-1177	57	29	.	.	PUNCT
ajeer-1177	58	1	the	the	DET
ajeer-1177	58	2	most	most	ADV
ajeer-1177	58	3	recent	recent	ADJ
ajeer-1177	58	4	emerging	emerge	VERB
ajeer-1177	58	5	sets	set	NOUN
ajeer-1177	58	6	of	of	ADP
ajeer-1177	58	7	papers	paper	NOUN
ajeer-1177	58	8	are	be	AUX
ajeer-1177	58	9	those	those	PRON
ajeer-1177	58	10	which	which	PRON
ajeer-1177	58	11	use	use	VERB
ajeer-1177	58	12	panel	panel	NOUN
ajeer-1177	58	13	data	datum	NOUN
ajeer-1177	58	14	.	.	PUNCT
ajeer-1177	59	1	according	accord	VERB
ajeer-1177	59	2	to	to	ADP
ajeer-1177	59	3	holtz	holtz	PROPN
ajeer-1177	59	4	-	-	PUNCT
ajeer-1177	59	5	eakin	eakin	PROPN
ajeer-1177	59	6	(	(	PUNCT
ajeer-1177	59	7	2005	2005	NUM
ajeer-1177	59	8	)	)	PUNCT
ajeer-1177	59	9	the	the	DET
ajeer-1177	59	10	elasticity	elasticity	NOUN
ajeer-1177	59	11	of	of	ADP
ajeer-1177	59	12	r&d	r&d	NOUN
ajeer-1177	59	13	for	for	ADP
ajeer-1177	59	14	studies	study	NOUN
ajeer-1177	59	15	that	that	PRON
ajeer-1177	59	16	use	use	VERB
ajeer-1177	59	17	cross	cross	ADJ
ajeer-1177	59	18	-	-	ADJ
ajeer-1177	59	19	section	section	ADJ
ajeer-1177	59	20	data	datum	NOUN
ajeer-1177	59	21	at	at	ADP
ajeer-1177	59	22	firm	firm	ADJ
ajeer-1177	59	23	level	level	NOUN
ajeer-1177	59	24	range	range	NOUN
ajeer-1177	59	25	from	from	ADP
ajeer-1177	59	26	0.05	0.05	NUM
ajeer-1177	59	27	to	to	PART
ajeer-1177	59	28	0.60	0.60	NUM
ajeer-1177	59	29	while	while	SCONJ
ajeer-1177	59	30	those	those	PRON
ajeer-1177	59	31	on	on	ADP
ajeer-1177	59	32	industry	industry	NOUN
ajeer-1177	59	33	level	level	NOUN
ajeer-1177	59	34	range	range	NOUN
ajeer-1177	59	35	from	from	ADP
ajeer-1177	59	36	0	0	NUM
ajeer-1177	59	37	to	to	ADP
ajeer-1177	59	38	0.50	0.50	NUM
ajeer-1177	59	39	.	.	PUNCT
ajeer-1177	60	1	this	this	PRON
ajeer-1177	60	2	shows	show	VERB
ajeer-1177	60	3	that	that	SCONJ
ajeer-1177	60	4	industry	industry	NOUN
ajeer-1177	60	5	level	level	NOUN
ajeer-1177	60	6	studies	study	NOUN
ajeer-1177	60	7	and	and	CCONJ
ajeer-1177	60	8	firm	firm	ADJ
ajeer-1177	60	9	level	level	NOUN
ajeer-1177	60	10	studies	study	NOUN
ajeer-1177	60	11	have	have	VERB
ajeer-1177	60	12	so	so	ADV
ajeer-1177	60	13	much	much	ADJ
ajeer-1177	60	14	in	in	ADP
ajeer-1177	60	15	common	common	ADJ
ajeer-1177	60	16	in	in	ADP
ajeer-1177	60	17	terms	term	NOUN
ajeer-1177	60	18	of	of	ADP
ajeer-1177	60	19	r&d	r&d	NOUN
ajeer-1177	60	20	coefficient	coefficient	NOUN
ajeer-1177	60	21	estimates	estimate	NOUN
ajeer-1177	60	22	.	.	PUNCT
ajeer-1177	61	1	in	in	ADP
ajeer-1177	61	2	support	support	NOUN
ajeer-1177	61	3	of	of	ADP
ajeer-1177	61	4	this	this	PRON
ajeer-1177	61	5	,	,	PUNCT
ajeer-1177	61	6	cameron	cameron	PROPN
ajeer-1177	61	7	(	(	PUNCT
ajeer-1177	61	8	1998	1998	NUM
ajeer-1177	61	9	)	)	PUNCT
ajeer-1177	61	10	adds	add	VERB
ajeer-1177	61	11	that	that	SCONJ
ajeer-1177	61	12	,	,	PUNCT
ajeer-1177	61	13	their	their	PRON
ajeer-1177	61	14	literature	literature	NOUN
ajeer-1177	61	15	search	search	NOUN
ajeer-1177	61	16	did	do	AUX
ajeer-1177	61	17	not	not	PART
ajeer-1177	61	18	find	find	VERB
ajeer-1177	61	19	any	any	DET
ajeer-1177	61	20	substantial	substantial	ADJ
ajeer-1177	61	21	difference	difference	NOUN
ajeer-1177	61	22	between	between	ADP
ajeer-1177	61	23	r&d	r&d	NOUN
ajeer-1177	61	24	estimates	estimate	NOUN
ajeer-1177	61	25	from	from	ADP
ajeer-1177	61	26	studies	study	NOUN
ajeer-1177	61	27	at	at	ADP
ajeer-1177	61	28	the	the	DET
ajeer-1177	61	29	firm	firm	ADJ
ajeer-1177	61	30	level	level	NOUN
ajeer-1177	61	31	and	and	CCONJ
ajeer-1177	61	32	those	those	PRON
ajeer-1177	61	33	at	at	ADP
ajeer-1177	61	34	the	the	DET
ajeer-1177	61	35	industry	industry	NOUN
ajeer-1177	61	36	level	level	NOUN
ajeer-1177	61	37	,	,	PUNCT
ajeer-1177	61	38	even	even	ADV
ajeer-1177	61	39	when	when	SCONJ
ajeer-1177	61	40	a	a	DET
ajeer-1177	61	41	normal	normal	ADJ
ajeer-1177	61	42	thinking	thinking	NOUN
ajeer-1177	61	43	should	should	AUX
ajeer-1177	61	44	be	be	AUX
ajeer-1177	61	45	that	that	PRON
ajeer-1177	61	46	industry	industry	NOUN
ajeer-1177	61	47	level	level	NOUN
ajeer-1177	61	48	studies	study	NOUN
ajeer-1177	61	49	should	should	AUX
ajeer-1177	61	50	have	have	VERB
ajeer-1177	61	51	higher	high	ADJ
ajeer-1177	61	52	elasticity	elasticity	NOUN
ajeer-1177	61	53	as	as	ADP
ajeer-1177	61	54	a	a	DET
ajeer-1177	61	55	result	result	NOUN
ajeer-1177	61	56	of	of	ADP
ajeer-1177	61	57	knowledge	knowledge	NOUN
ajeer-1177	61	58	spill	spill	NOUN
ajeer-1177	61	59	over	over	ADP
ajeer-1177	61	60	.	.	PUNCT
ajeer-1177	62	1	due	due	ADP
ajeer-1177	62	2	to	to	ADP
ajeer-1177	62	3	the	the	DET
ajeer-1177	62	4	close	close	ADJ
ajeer-1177	62	5	estimates	estimate	NOUN
ajeer-1177	62	6	between	between	ADP
ajeer-1177	62	7	industry	industry	NOUN
ajeer-1177	62	8	and	and	CCONJ
ajeer-1177	62	9	firm	firm	ADJ
ajeer-1177	62	10	level	level	NOUN
ajeer-1177	62	11	studies	study	NOUN
ajeer-1177	62	12	,	,	PUNCT
ajeer-1177	62	13	our	our	PRON
ajeer-1177	62	14	research	research	NOUN
ajeer-1177	62	15	did	do	AUX
ajeer-1177	62	16	not	not	PART
ajeer-1177	62	17	see	see	VERB
ajeer-1177	62	18	it	it	PRON
ajeer-1177	62	19	necessary	necessary	ADJ
ajeer-1177	62	20	to	to	PART
ajeer-1177	62	21	discuss	discuss	VERB
ajeer-1177	62	22	these	these	DET
ajeer-1177	62	23	papers	paper	NOUN
ajeer-1177	62	24	separately	separately	ADV
ajeer-1177	62	25	instead	instead	ADV
ajeer-1177	62	26	;	;	PUNCT
ajeer-1177	62	27	it	it	PRON
ajeer-1177	62	28	pays	pay	VERB
ajeer-1177	62	29	more	more	ADJ
ajeer-1177	62	30	attention	attention	NOUN
ajeer-1177	62	31	to	to	ADP
ajeer-1177	62	32	whether	whether	SCONJ
ajeer-1177	62	33	it	it	PRON
ajeer-1177	62	34	is	be	AUX
ajeer-1177	62	35	a	a	DET
ajeer-1177	62	36	time	time	NOUN
ajeer-1177	62	37	-	-	PUNCT
ajeer-1177	62	38	series	series	NOUN
ajeer-1177	62	39	or	or	CCONJ
ajeer-1177	62	40	cross	cross	ADJ
ajeer-1177	62	41	-	-	ADJ
ajeer-1177	62	42	section	section	ADJ
ajeer-1177	62	43	study	study	NOUN
ajeer-1177	62	44	,	,	PUNCT
ajeer-1177	62	45	where	where	SCONJ
ajeer-1177	62	46	there	there	PRON
ajeer-1177	62	47	is	be	VERB
ajeer-1177	62	48	serious	serious	ADJ
ajeer-1177	62	49	contention	contention	NOUN
ajeer-1177	62	50	on	on	ADP
ajeer-1177	62	51	the	the	DET
ajeer-1177	62	52	size	size	NOUN
ajeer-1177	62	53	of	of	ADP
ajeer-1177	62	54	the	the	DET
ajeer-1177	62	55	impact	impact	NOUN
ajeer-1177	62	56	of	of	ADP
ajeer-1177	62	57	r&d	r&d	NOUN
ajeer-1177	62	58	expenditure	expenditure	NOUN
ajeer-1177	62	59	on	on	ADP
ajeer-1177	62	60	productivity	productivity	NOUN
ajeer-1177	62	61	growth	growth	NOUN
ajeer-1177	62	62	,	,	PUNCT
ajeer-1177	62	63	as	as	SCONJ
ajeer-1177	62	64	identified	identify	VERB
ajeer-1177	62	65	in	in	ADP
ajeer-1177	62	66	holtz	holtz	PROPN
ajeer-1177	62	67	-	-	PUNCT
ajeer-1177	62	68	eakin	eakin	PROPN
ajeer-1177	62	69	(	(	PUNCT
ajeer-1177	62	70	2005	2005	NUM
ajeer-1177	62	71	)	)	PUNCT
ajeer-1177	62	72	.	.	PUNCT
ajeer-1177	63	1	however	however	ADV
ajeer-1177	63	2	,	,	PUNCT
ajeer-1177	63	3	to	to	PART
ajeer-1177	63	4	be	be	AUX
ajeer-1177	63	5	able	able	ADJ
ajeer-1177	63	6	to	to	PART
ajeer-1177	63	7	cover	cover	VERB
ajeer-1177	63	8	these	these	DET
ajeer-1177	63	9	papers	paper	NOUN
ajeer-1177	63	10	in	in	ADP
ajeer-1177	63	11	a	a	DET
ajeer-1177	63	12	broad	broad	ADJ
ajeer-1177	63	13	sweep	sweep	NOUN
ajeer-1177	63	14	,	,	PUNCT
ajeer-1177	63	15	there	there	PRON
ajeer-1177	63	16	is	be	VERB
ajeer-1177	63	17	a	a	DET
ajeer-1177	63	18	need	need	NOUN
ajeer-1177	63	19	for	for	ADP
ajeer-1177	63	20	a	a	DET
ajeer-1177	63	21	table	table	NOUN
ajeer-1177	63	22	presentation	presentation	NOUN
ajeer-1177	63	23	.	.	PUNCT
ajeer-1177	64	1	this	this	PRON
ajeer-1177	64	2	will	will	AUX
ajeer-1177	64	3	enable	enable	VERB
ajeer-1177	64	4	a	a	DET
ajeer-1177	64	5	clearer	clear	ADJ
ajeer-1177	64	6	observation	observation	NOUN
ajeer-1177	64	7	of	of	ADP
ajeer-1177	64	8	results	result	NOUN
ajeer-1177	64	9	at	at	ADP
ajeer-1177	64	10	a	a	DET
ajeer-1177	64	11	glance	glance	NOUN
ajeer-1177	64	12	,	,	PUNCT
ajeer-1177	64	13	as	as	SCONJ
ajeer-1177	64	14	full	full	ADJ
ajeer-1177	64	15	details	detail	NOUN
ajeer-1177	64	16	of	of	ADP
ajeer-1177	64	17	papers	paper	NOUN
ajeer-1177	64	18	are	be	AUX
ajeer-1177	64	19	presented	present	VERB
ajeer-1177	64	20	alongside	alongside	ADP
ajeer-1177	64	21	findings	finding	NOUN
ajeer-1177	64	22	.	.	PUNCT
ajeer-1177	65	1	asian	asian	ADJ
ajeer-1177	65	2	journal	journal	PROPN
ajeer-1177	65	3	of	of	ADP
ajeer-1177	65	4	economics	economic	NOUN
ajeer-1177	65	5	and	and	CCONJ
ajeer-1177	65	6	empirical	empirical	ADJ
ajeer-1177	65	7	research	research	NOUN
ajeer-1177	65	8	,	,	PUNCT
ajeer-1177	65	9	2019	2019	NUM
ajeer-1177	65	10	,	,	PUNCT
ajeer-1177	65	11	6(2	6(2	NUM
ajeer-1177	65	12	):	):	PUNCT
ajeer-1177	65	13	205	205	NUM
ajeer-1177	65	14	-	-	SYM
ajeer-1177	65	15	215	215	NUM
ajeer-1177	65	16	207	207	NUM
ajeer-1177	65	17	©	©	PROPN
ajeer-1177	65	18	2019	2019	NUM
ajeer-1177	65	19	by	by	ADP
ajeer-1177	65	20	the	the	DET
ajeer-1177	65	21	authors	author	NOUN
ajeer-1177	65	22	;	;	PUNCT
ajeer-1177	65	23	licensee	licensee	PROPN
ajeer-1177	65	24	asian	asian	ADJ
ajeer-1177	65	25	online	online	PROPN
ajeer-1177	65	26	journal	journal	PROPN
ajeer-1177	65	27	publishing	publishing	NOUN
ajeer-1177	65	28	group	group	PROPN
ajeer-1177	65	29	3.1	3.1	NUM
ajeer-1177	65	30	.	.	PUNCT
ajeer-1177	66	1	arguments	argument	NOUN
ajeer-1177	66	2	for	for	ADP
ajeer-1177	66	3	large	large	ADJ
ajeer-1177	66	4	impact	impact	NOUN
ajeer-1177	66	5	from	from	ADP
ajeer-1177	66	6	cross	cross	ADJ
ajeer-1177	66	7	-	-	ADJ
ajeer-1177	66	8	section	section	ADJ
ajeer-1177	66	9	studies	study	NOUN
ajeer-1177	66	10	these	these	DET
ajeer-1177	66	11	papers	paper	NOUN
ajeer-1177	66	12	as	as	SCONJ
ajeer-1177	66	13	stated	state	VERB
ajeer-1177	66	14	on	on	ADP
ajeer-1177	66	15	the	the	DET
ajeer-1177	66	16	previous	previous	ADJ
ajeer-1177	66	17	section	section	NOUN
ajeer-1177	66	18	generally	generally	ADV
ajeer-1177	66	19	report	report	VERB
ajeer-1177	66	20	high	high	ADJ
ajeer-1177	66	21	coefficients	coefficient	NOUN
ajeer-1177	66	22	for	for	ADP
ajeer-1177	66	23	r&d	r&d	NOUN
ajeer-1177	66	24	.	.	PUNCT
ajeer-1177	67	1	they	they	PRON
ajeer-1177	67	2	are	be	AUX
ajeer-1177	67	3	presented	present	VERB
ajeer-1177	67	4	in	in	ADP
ajeer-1177	67	5	table	table	NOUN
ajeer-1177	67	6	1	1	NUM
ajeer-1177	67	7	and	and	CCONJ
ajeer-1177	67	8	2	2	NUM
ajeer-1177	67	9	,	,	PUNCT
ajeer-1177	67	10	putting	put	VERB
ajeer-1177	67	11	industry	industry	NOUN
ajeer-1177	67	12	level	level	NOUN
ajeer-1177	67	13	and	and	CCONJ
ajeer-1177	67	14	firm	firm	ADJ
ajeer-1177	67	15	level	level	NOUN
ajeer-1177	67	16	papers	paper	NOUN
ajeer-1177	67	17	on	on	ADP
ajeer-1177	67	18	different	different	ADJ
ajeer-1177	67	19	tables	table	NOUN
ajeer-1177	67	20	to	to	PART
ajeer-1177	67	21	observe	observe	VERB
ajeer-1177	67	22	if	if	SCONJ
ajeer-1177	67	23	there	there	PRON
ajeer-1177	67	24	is	be	VERB
ajeer-1177	67	25	a	a	DET
ajeer-1177	67	26	pattern	pattern	NOUN
ajeer-1177	67	27	or	or	CCONJ
ajeer-1177	67	28	not	not	PART
ajeer-1177	67	29	.	.	PUNCT
ajeer-1177	68	1	table-1	table-1	NUM
ajeer-1177	68	2	.	.	PUNCT
ajeer-1177	68	3	industry	industry	NOUN
ajeer-1177	68	4	level	level	NOUN
ajeer-1177	68	5	papers	paper	NOUN
ajeer-1177	68	6	for	for	ADP
ajeer-1177	68	7	selected	select	VERB
ajeer-1177	68	8	estimates	estimate	NOUN
ajeer-1177	68	9	of	of	ADP
ajeer-1177	68	10	the	the	DET
ajeer-1177	68	11	elasticity	elasticity	NOUN
ajeer-1177	68	12	of	of	ADP
ajeer-1177	68	13	private	private	ADJ
ajeer-1177	68	14	r&d	r&d	NOUN
ajeer-1177	68	15	from	from	ADP
ajeer-1177	68	16	cross	cross	ADJ
ajeer-1177	68	17	-	-	ADJ
ajeer-1177	68	18	sectional	sectional	ADJ
ajeer-1177	68	19	studies	study	NOUN
ajeer-1177	68	20	.	.	PUNCT
ajeer-1177	69	1	paper	paper	NOUN
ajeer-1177	69	2	country	country	NOUN
ajeer-1177	69	3	/	/	SYM
ajeer-1177	69	4	level	level	NOUN
ajeer-1177	69	5	sample	sample	NOUN
ajeer-1177	69	6	approach	approach	NOUN
ajeer-1177	69	7	model/	model/	NUM
ajeer-1177	69	8	variables	variable	NOUN
ajeer-1177	69	9	r&d	r&d	NOUN
ajeer-1177	69	10	elasticity	elasticity	NOUN
ajeer-1177	69	11	englander	englander	NOUN
ajeer-1177	69	12	et	et	PROPN
ajeer-1177	69	13	al	al	PROPN
ajeer-1177	69	14	.	.	PROPN
ajeer-1177	70	1	(	(	PUNCT
ajeer-1177	70	2	1988	1988	NUM
ajeer-1177	70	3	)	)	PUNCT
ajeer-1177	70	4	6	6	NUM
ajeer-1177	70	5	countries/	countries/	NUM
ajeer-1177	70	6	industry	industry	NOUN
ajeer-1177	70	7	level	level	NOUN
ajeer-1177	70	8	16	16	NUM
ajeer-1177	70	9	industries	industry	NOUN
ajeer-1177	70	10	across	across	ADP
ajeer-1177	70	11	six	six	NUM
ajeer-1177	70	12	countries	country	NOUN
ajeer-1177	70	13	;	;	PUNCT
ajeer-1177	70	14	1970	1970	NUM
ajeer-1177	70	15	to1983	to1983	PROPN
ajeer-1177	70	16	cob	cob	PROPN
ajeer-1177	70	17	-	-	PUNCT
ajeer-1177	70	18	douglas	douglas	PROPN
ajeer-1177	70	19	production	production	NOUN
ajeer-1177	70	20	function	function	NOUN
ajeer-1177	70	21	ols/	ols/	VERB
ajeer-1177	70	22	tfp	tfp	PROPN
ajeer-1177	70	23	,	,	PUNCT
ajeer-1177	70	24	r&d	r&d	NOUN
ajeer-1177	70	25	0.16	0.16	NUM
ajeer-1177	70	26	-0.50	-0.50	PROPN
ajeer-1177	70	27	mansfield	mansfield	PROPN
ajeer-1177	70	28	(	(	PUNCT
ajeer-1177	70	29	1988	1988	NUM
ajeer-1177	70	30	)	)	PUNCT
ajeer-1177	70	31	japan/	japan/	NUM
ajeer-1177	70	32	industry	industry	NOUN
ajeer-1177	70	33	level	level	NOUN
ajeer-1177	70	34	17	17	NUM
ajeer-1177	70	35	japanese	japanese	ADJ
ajeer-1177	70	36	manufacturing	manufacturing	NOUN
ajeer-1177	70	37	industries	industry	NOUN
ajeer-1177	70	38	cob	cob	PROPN
ajeer-1177	70	39	-	-	PUNCT
ajeer-1177	70	40	douglas	douglas	PROPN
ajeer-1177	70	41	production	production	NOUN
ajeer-1177	70	42	function	function	NOUN
ajeer-1177	70	43	ols/	ols/	VERB
ajeer-1177	70	44	tfp	tfp	PROPN
ajeer-1177	70	45	,	,	PUNCT
ajeer-1177	70	46	r&d	r&d	NOUN
ajeer-1177	70	47	0.42	0.42	NUM
ajeer-1177	70	48	sterlacchini	sterlacchini	NOUN
ajeer-1177	70	49	(	(	PUNCT
ajeer-1177	70	50	1989	1989	NUM
ajeer-1177	70	51	)	)	PUNCT
ajeer-1177	70	52	uk/	uk/	NOUN
ajeer-1177	70	53	industry	industry	NOUN
ajeer-1177	70	54	15	15	NUM
ajeer-1177	70	55	industries	industry	NOUN
ajeer-1177	70	56	from	from	ADP
ajeer-1177	70	57	1945	1945	NUM
ajeer-1177	70	58	-	-	SYM
ajeer-1177	70	59	83	83	NUM
ajeer-1177	70	60	cobbdouglass	cobbdouglass	NOUN
ajeer-1177	70	61	production	production	NOUN
ajeer-1177	70	62	function	function	NOUN
ajeer-1177	70	63	ols/	ols/	VERB
ajeer-1177	70	64	tfp	tfp	PROPN
ajeer-1177	70	65	,	,	PUNCT
ajeer-1177	70	66	r&d	r&d	NOUN
ajeer-1177	70	67	0.12	0.12	NUM
ajeer-1177	70	68	to	to	PART
ajeer-1177	70	69	0.2	0.2	NUM
ajeer-1177	70	70	czarnitzki	czarnitzki	NOUN
ajeer-1177	70	71	and	and	CCONJ
ajeer-1177	70	72	thorwarth	thorwarth	NOUN
ajeer-1177	70	73	(	(	PUNCT
ajeer-1177	70	74	2012	2012	NUM
ajeer-1177	70	75	)	)	PUNCT
ajeer-1177	70	76	uk/	uk/	NOUN
ajeer-1177	70	77	industry	industry	NOUN
ajeer-1177	70	78	uk	uk	PROPN
ajeer-1177	70	79	industries	industry	NOUN
ajeer-1177	70	80	from	from	ADP
ajeer-1177	70	81	2002	2002	NUM
ajeer-1177	70	82	until	until	ADP
ajeer-1177	70	83	2007	2007	NUM
ajeer-1177	70	84	cobbdouglass	cobbdouglass	NOUN
ajeer-1177	70	85	production	production	NOUN
ajeer-1177	70	86	function	function	NOUN
ajeer-1177	70	87	ols/	ols/	VERB
ajeer-1177	70	88	tfp	tfp	PROPN
ajeer-1177	70	89	,	,	PUNCT
ajeer-1177	70	90	l	l	PROPN
ajeer-1177	70	91	,	,	PUNCT
ajeer-1177	70	92	k	k	X
ajeer-1177	70	93	,	,	PUNCT
ajeer-1177	70	94	r&d	r&d	NOUN
ajeer-1177	70	95	0.13	0.13	NUM
ajeer-1177	70	96	table-2	table-2	NUM
ajeer-1177	70	97	.	.	PUNCT
ajeer-1177	70	98	firm	firm	ADJ
ajeer-1177	70	99	level	level	NOUN
ajeer-1177	70	100	papers	paper	NOUN
ajeer-1177	70	101	for	for	ADP
ajeer-1177	70	102	selected	select	VERB
ajeer-1177	70	103	estimates	estimate	NOUN
ajeer-1177	70	104	of	of	ADP
ajeer-1177	70	105	the	the	DET
ajeer-1177	70	106	elasticity	elasticity	NOUN
ajeer-1177	70	107	of	of	ADP
ajeer-1177	70	108	private	private	ADJ
ajeer-1177	70	109	r&d	r&d	NOUN
ajeer-1177	70	110	from	from	ADP
ajeer-1177	70	111	cross	cross	ADJ
ajeer-1177	70	112	-	-	ADJ
ajeer-1177	70	113	sectional	sectional	ADJ
ajeer-1177	70	114	studies	study	NOUN
ajeer-1177	70	115	.	.	PUNCT
ajeer-1177	71	1	paper	paper	NOUN
ajeer-1177	71	2	country	country	NOUN
ajeer-1177	71	3	/	/	SYM
ajeer-1177	71	4	level	level	NOUN
ajeer-1177	71	5	sample	sample	NOUN
ajeer-1177	71	6	approach	approach	NOUN
ajeer-1177	71	7	model	model	NOUN
ajeer-1177	71	8	/	/	SYM
ajeer-1177	71	9	variables	variable	NOUN
ajeer-1177	71	10	r&d	r&d	NOUN
ajeer-1177	71	11	elasticity	elasticity	NOUN
ajeer-1177	71	12	minasian	minasian	NOUN
ajeer-1177	71	13	(	(	PUNCT
ajeer-1177	71	14	1969	1969	NUM
ajeer-1177	71	15	)	)	PUNCT
ajeer-1177	71	16	us/	us/	NOUN
ajeer-1177	71	17	firm	firm	ADJ
ajeer-1177	71	18	level	level	NOUN
ajeer-1177	71	19	17	17	NUM
ajeer-1177	71	20	u.s	u.s	PROPN
ajeer-1177	71	21	.	.	PROPN
ajeer-1177	71	22	firms	firm	NOUN
ajeer-1177	71	23	(	(	PUNCT
ajeer-1177	71	24	chemical	chemical	NOUN
ajeer-1177	71	25	industry	industry	NOUN
ajeer-1177	71	26	)	)	PUNCT
ajeer-1177	71	27	;	;	PUNCT
ajeer-1177	71	28	1948	1948	NUM
ajeer-1177	71	29	to	to	ADP
ajeer-1177	71	30	1957	1957	NUM
ajeer-1177	71	31	cob	cob	NOUN
ajeer-1177	71	32	-	-	PUNCT
ajeer-1177	71	33	douglas	douglas	PROPN
ajeer-1177	71	34	production	production	NOUN
ajeer-1177	71	35	function	function	PROPN
ajeer-1177	71	36	ols/	ols/	VERB
ajeer-1177	71	37	gva	gva	PROPN
ajeer-1177	71	38	,	,	PUNCT
ajeer-1177	71	39	l	l	PROPN
ajeer-1177	71	40	,	,	PUNCT
ajeer-1177	71	41	k	k	NOUN
ajeer-1177	71	42	,	,	PUNCT
ajeer-1177	71	43	r&d	r&d	NOUN
ajeer-1177	71	44	0.11	0.11	NUM
ajeer-1177	71	45	0.26	0.26	NUM
ajeer-1177	71	46	cuneo	cuneo	NOUN
ajeer-1177	71	47	and	and	CCONJ
ajeer-1177	71	48	mairesse	mairesse	NOUN
ajeer-1177	71	49	(	(	PUNCT
ajeer-1177	71	50	1984	1984	NUM
ajeer-1177	71	51	)	)	PUNCT
ajeer-1177	71	52	france/	france/	NUM
ajeer-1177	71	53	firm	firm	ADJ
ajeer-1177	71	54	level	level	NOUN
ajeer-1177	71	55	182	182	NUM
ajeer-1177	71	56	firms	firm	NOUN
ajeer-1177	71	57	;	;	PUNCT
ajeer-1177	71	58	1972	1972	NUM
ajeer-1177	71	59	to	to	ADP
ajeer-1177	71	60	1977	1977	NUM
ajeer-1177	71	61	cob	cob	NOUN
ajeer-1177	71	62	-	-	PUNCT
ajeer-1177	71	63	douglas	douglas	PROPN
ajeer-1177	71	64	production	production	NOUN
ajeer-1177	71	65	function	function	PROPN
ajeer-1177	71	66	ols/	ols/	VERB
ajeer-1177	71	67	gva	gva	PROPN
ajeer-1177	71	68	,	,	PUNCT
ajeer-1177	71	69	l	l	PROPN
ajeer-1177	71	70	,	,	PUNCT
ajeer-1177	71	71	k	k	NOUN
ajeer-1177	71	72	,	,	PUNCT
ajeer-1177	71	73	r&d	r&d	NOUN
ajeer-1177	71	74	0.20	0.20	NUM
ajeer-1177	71	75	griliches	griliche	NOUN
ajeer-1177	71	76	and	and	CCONJ
ajeer-1177	71	77	mairesse	mairesse	NOUN
ajeer-1177	71	78	(	(	PUNCT
ajeer-1177	71	79	1990	1990	NUM
ajeer-1177	71	80	)	)	PUNCT
ajeer-1177	71	81	us	us	PROPN
ajeer-1177	71	82	/	/	SYM
ajeer-1177	71	83	firm	firm	ADJ
ajeer-1177	71	84	level	level	NOUN
ajeer-1177	71	85	525	525	NUM
ajeer-1177	71	86	u.s	u.s	PROPN
ajeer-1177	71	87	.	.	PROPN
ajeer-1177	71	88	manufacturing	manufacturing	NOUN
ajeer-1177	71	89	firms	firm	NOUN
ajeer-1177	71	90	;	;	PUNCT
ajeer-1177	71	91	1973	1973	NUM
ajeer-1177	71	92	to	to	ADP
ajeer-1177	71	93	1980	1980	NUM
ajeer-1177	71	94	cob	cob	NOUN
ajeer-1177	71	95	-	-	PUNCT
ajeer-1177	71	96	douglas	douglas	PROPN
ajeer-1177	71	97	production	production	NOUN
ajeer-1177	71	98	function	function	NOUN
ajeer-1177	71	99	ols/	ols/	VERB
ajeer-1177	71	100	tfp	tfp	PROPN
ajeer-1177	71	101	,	,	PUNCT
ajeer-1177	71	102	l	l	PROPN
ajeer-1177	71	103	,	,	PUNCT
ajeer-1177	71	104	k	k	NOUN
ajeer-1177	71	105	,	,	PUNCT
ajeer-1177	71	106	r&d	r&d	NOUN
ajeer-1177	71	107	0.25	0.25	NUM
ajeer-1177	71	108	griliches	griliche	NOUN
ajeer-1177	71	109	and	and	CCONJ
ajeer-1177	71	110	mairesse	mairesse	NOUN
ajeer-1177	71	111	(	(	PUNCT
ajeer-1177	71	112	1990	1990	NUM
ajeer-1177	71	113	)	)	PUNCT
ajeer-1177	71	114	japan/	japan/	NUM
ajeer-1177	71	115	firm	firm	ADJ
ajeer-1177	71	116	level	level	NOUN
ajeer-1177	71	117	japanese	japanese	ADJ
ajeer-1177	71	118	manufacturing	manufacturing	NOUN
ajeer-1177	71	119	firms	firm	NOUN
ajeer-1177	71	120	;	;	PUNCT
ajeer-1177	71	121	1973	1973	NUM
ajeer-1177	71	122	to	to	ADP
ajeer-1177	71	123	1980	1980	NUM
ajeer-1177	71	124	cob	cob	NOUN
ajeer-1177	71	125	-	-	PUNCT
ajeer-1177	71	126	douglas	douglas	PROPN
ajeer-1177	71	127	production	production	NOUN
ajeer-1177	71	128	function	function	NOUN
ajeer-1177	71	129	ols/	ols/	VERB
ajeer-1177	71	130	tfp	tfp	PROPN
ajeer-1177	71	131	,	,	PUNCT
ajeer-1177	71	132	l	l	PROPN
ajeer-1177	71	133	,	,	PUNCT
ajeer-1177	71	134	k	k	NOUN
ajeer-1177	71	135	,	,	PUNCT
ajeer-1177	71	136	r&d	r&d	NOUN
ajeer-1177	71	137	0.20	0.20	NUM
ajeer-1177	71	138	0.56	0.56	NUM
ajeer-1177	71	139	hall	hall	NOUN
ajeer-1177	71	140	and	and	CCONJ
ajeer-1177	71	141	mairesse	mairesse	NOUN
ajeer-1177	71	142	(	(	PUNCT
ajeer-1177	71	143	1995	1995	NUM
ajeer-1177	71	144	)	)	PUNCT
ajeer-1177	71	145	france/	france/	NUM
ajeer-1177	71	146	firm	firm	ADJ
ajeer-1177	71	147	level	level	NOUN
ajeer-1177	71	148	197	197	NUM
ajeer-1177	71	149	french	french	ADJ
ajeer-1177	71	150	firms	firm	NOUN
ajeer-1177	71	151	;	;	PUNCT
ajeer-1177	71	152	1980	1980	NUM
ajeer-1177	71	153	to	to	ADP
ajeer-1177	71	154	1987	1987	NUM
ajeer-1177	71	155	cob	cob	NOUN
ajeer-1177	71	156	-	-	PUNCT
ajeer-1177	71	157	douglas	douglas	PROPN
ajeer-1177	71	158	production	production	NOUN
ajeer-1177	71	159	function	function	NOUN
ajeer-1177	71	160	ols/	ols/	VERB
ajeer-1177	71	161	lp	lp	PROPN
ajeer-1177	71	162	k	k	NOUN
ajeer-1177	71	163	,	,	PUNCT
ajeer-1177	71	164	r&d	r&d	NOUN
ajeer-1177	71	165	0.05	0.05	NUM
ajeer-1177	71	166	0.25	0.25	NUM
ajeer-1177	71	167	wang	wang	PROPN
ajeer-1177	71	168	and	and	CCONJ
ajeer-1177	71	169	tsai	tsai	PROPN
ajeer-1177	71	170	(	(	PUNCT
ajeer-1177	71	171	2003	2003	NUM
ajeer-1177	71	172	)	)	PUNCT
ajeer-1177	71	173	taiwan/	taiwan/	NUM
ajeer-1177	71	174	firm	firm	ADJ
ajeer-1177	71	175	level	level	NOUN
ajeer-1177	71	176	136	136	NUM
ajeer-1177	71	177	taiwanese	taiwanese	ADJ
ajeer-1177	71	178	manufacturing	manufacturing	NOUN
ajeer-1177	71	179	firms	firm	NOUN
ajeer-1177	71	180	;	;	PUNCT
ajeer-1177	71	181	1994	1994	NUM
ajeer-1177	71	182	to	to	ADP
ajeer-1177	71	183	2000	2000	NUM
ajeer-1177	71	184	cob	cob	NOUN
ajeer-1177	71	185	-	-	PUNCT
ajeer-1177	71	186	douglas	douglas	PROPN
ajeer-1177	71	187	production	production	NOUN
ajeer-1177	71	188	function	function	PROPN
ajeer-1177	71	189	ols	ol	NOUN
ajeer-1177	71	190	/	/	SYM
ajeer-1177	71	191	output	output	NOUN
ajeer-1177	71	192	,	,	PUNCT
ajeer-1177	71	193	r&d	r&d	NOUN
ajeer-1177	71	194	,	,	PUNCT
ajeer-1177	71	195	with	with	ADP
ajeer-1177	71	196	control	control	NOUN
ajeer-1177	71	197	variables	variable	NOUN
ajeer-1177	71	198	0.19	0.19	NUM
ajeer-1177	71	199	kafouros	kafouro	NOUN
ajeer-1177	71	200	(	(	PUNCT
ajeer-1177	71	201	2005	2005	NUM
ajeer-1177	71	202	)	)	PUNCT
ajeer-1177	71	203	uk/	uk/	NOUN
ajeer-1177	71	204	industry	industry	NOUN
ajeer-1177	71	205	firm	firm	ADJ
ajeer-1177	71	206	-	-	PUNCT
ajeer-1177	71	207	level	level	NOUN
ajeer-1177	71	208	data	datum	NOUN
ajeer-1177	71	209	(	(	PUNCT
ajeer-1177	71	210	78	78	NUM
ajeer-1177	71	211	firms	firm	NOUN
ajeer-1177	71	212	,	,	PUNCT
ajeer-1177	71	213	1989	1989	NUM
ajeer-1177	71	214	–	–	PUNCT
ajeer-1177	71	215	2002	2002	NUM
ajeer-1177	71	216	)	)	PUNCT
ajeer-1177	71	217	,	,	PUNCT
ajeer-1177	71	218	205	205	NUM
ajeer-1177	71	219	uk	uk	PROPN
ajeer-1177	71	220	manufacturing	manufacture	VERB
ajeer-1177	71	221	cobb	cobb	PROPN
ajeer-1177	71	222	-	-	PUNCT
ajeer-1177	71	223	douglass	douglass	PROPN
ajeer-1177	71	224	production	production	NOUN
ajeer-1177	71	225	function	function	NOUN
ajeer-1177	71	226	ols/	ols/	VERB
ajeer-1177	71	227	output	output	NOUN
ajeer-1177	71	228	(	(	PUNCT
ajeer-1177	71	229	sales	sale	NOUN
ajeer-1177	71	230	)	)	PUNCT
ajeer-1177	71	231	,	,	PUNCT
ajeer-1177	71	232	l	l	NOUN
ajeer-1177	71	233	,	,	PUNCT
ajeer-1177	71	234	k	k	NOUN
ajeer-1177	71	235	,	,	PUNCT
ajeer-1177	71	236	r&d	r&d	NOUN
ajeer-1177	71	237	0.04	0.04	NUM
ajeer-1177	71	238	from	from	ADP
ajeer-1177	71	239	the	the	DET
ajeer-1177	71	240	table	table	NOUN
ajeer-1177	71	241	1	1	NUM
ajeer-1177	71	242	and	and	CCONJ
ajeer-1177	71	243	2	2	NUM
ajeer-1177	71	244	the	the	DET
ajeer-1177	71	245	first	first	ADJ
ajeer-1177	71	246	observation	observation	NOUN
ajeer-1177	71	247	is	be	AUX
ajeer-1177	71	248	that	that	SCONJ
ajeer-1177	71	249	there	there	PRON
ajeer-1177	71	250	is	be	VERB
ajeer-1177	71	251	no	no	DET
ajeer-1177	71	252	clear	clear	ADJ
ajeer-1177	71	253	pattern	pattern	NOUN
ajeer-1177	71	254	in	in	ADP
ajeer-1177	71	255	r&d	r&d	NOUN
ajeer-1177	71	256	elasticity	elasticity	NOUN
ajeer-1177	71	257	estimates	estimate	NOUN
ajeer-1177	71	258	,	,	PUNCT
ajeer-1177	71	259	to	to	PART
ajeer-1177	71	260	be	be	AUX
ajeer-1177	71	261	able	able	ADJ
ajeer-1177	71	262	to	to	PART
ajeer-1177	71	263	differentiate	differentiate	VERB
ajeer-1177	71	264	firm	firm	ADJ
ajeer-1177	71	265	level	level	NOUN
ajeer-1177	71	266	studies	study	NOUN
ajeer-1177	71	267	from	from	ADP
ajeer-1177	71	268	industry	industry	NOUN
ajeer-1177	71	269	level	level	NOUN
ajeer-1177	71	270	studies	study	NOUN
ajeer-1177	71	271	,	,	PUNCT
ajeer-1177	71	272	just	just	ADV
ajeer-1177	71	273	as	as	SCONJ
ajeer-1177	71	274	cameron	cameron	PROPN
ajeer-1177	71	275	(	(	PUNCT
ajeer-1177	71	276	2003	2003	NUM
ajeer-1177	71	277	)	)	PUNCT
ajeer-1177	71	278	also	also	ADV
ajeer-1177	71	279	claims	claim	VERB
ajeer-1177	71	280	.	.	PUNCT
ajeer-1177	72	1	secondly	secondly	ADV
ajeer-1177	72	2	,	,	PUNCT
ajeer-1177	72	3	it	it	PRON
ajeer-1177	72	4	can	can	AUX
ajeer-1177	72	5	be	be	AUX
ajeer-1177	72	6	observed	observe	VERB
ajeer-1177	72	7	that	that	SCONJ
ajeer-1177	72	8	coefficients	coefficient	NOUN
ajeer-1177	72	9	for	for	ADP
ajeer-1177	72	10	r&d	r&d	NOUN
ajeer-1177	72	11	are	be	AUX
ajeer-1177	72	12	very	very	ADV
ajeer-1177	72	13	high	high	ADJ
ajeer-1177	72	14	,	,	PUNCT
ajeer-1177	72	15	especially	especially	ADV
ajeer-1177	72	16	those	those	PRON
ajeer-1177	72	17	of	of	ADP
ajeer-1177	72	18	griliches	griliche	NOUN
ajeer-1177	72	19	and	and	CCONJ
ajeer-1177	72	20	mairesse	mairesse	NOUN
ajeer-1177	72	21	(	(	PUNCT
ajeer-1177	72	22	1990	1990	NUM
ajeer-1177	72	23	)	)	PUNCT
ajeer-1177	72	24	;	;	PUNCT
ajeer-1177	72	25	englander	englander	NOUN
ajeer-1177	72	26	et	et	PROPN
ajeer-1177	72	27	al	al	PROPN
ajeer-1177	72	28	.	.	PROPN
ajeer-1177	73	1	(	(	PUNCT
ajeer-1177	73	2	1988	1988	NUM
ajeer-1177	73	3	)	)	PUNCT
ajeer-1177	73	4	;	;	PUNCT
ajeer-1177	73	5	mansfield	mansfield	PROPN
ajeer-1177	73	6	(	(	PUNCT
ajeer-1177	73	7	1988	1988	NUM
ajeer-1177	73	8	)	)	PUNCT
ajeer-1177	73	9	and	and	CCONJ
ajeer-1177	73	10	minasian	minasian	ADJ
ajeer-1177	73	11	(	(	PUNCT
ajeer-1177	73	12	1969	1969	NUM
ajeer-1177	73	13	)	)	PUNCT
ajeer-1177	73	14	.	.	PUNCT
ajeer-1177	74	1	except	except	SCONJ
ajeer-1177	74	2	for	for	ADP
ajeer-1177	74	3	kafouros	kafouro	NOUN
ajeer-1177	74	4	(	(	PUNCT
ajeer-1177	74	5	2005	2005	NUM
ajeer-1177	74	6	)	)	PUNCT
ajeer-1177	74	7	who	who	PRON
ajeer-1177	74	8	reports	report	VERB
ajeer-1177	74	9	very	very	ADV
ajeer-1177	74	10	low	low	ADJ
ajeer-1177	74	11	coefficient	coefficient	NOUN
ajeer-1177	74	12	for	for	ADP
ajeer-1177	74	13	r&d	r&d	NOUN
ajeer-1177	74	14	,	,	PUNCT
ajeer-1177	74	15	others	other	NOUN
ajeer-1177	74	16	as	as	SCONJ
ajeer-1177	74	17	seen	see	VERB
ajeer-1177	74	18	in	in	ADP
ajeer-1177	74	19	the	the	DET
ajeer-1177	74	20	table	table	NOUN
ajeer-1177	74	21	report	report	NOUN
ajeer-1177	74	22	very	very	ADV
ajeer-1177	74	23	high	high	ADJ
ajeer-1177	74	24	r&d	r&d	NOUN
ajeer-1177	74	25	coefficient	coefficient	NOUN
ajeer-1177	74	26	between	between	ADP
ajeer-1177	74	27	0.11	0.11	NUM
ajeer-1177	74	28	and	and	CCONJ
ajeer-1177	74	29	0.50	0.50	NUM
ajeer-1177	74	30	.	.	PUNCT
ajeer-1177	75	1	however	however	ADV
ajeer-1177	75	2	,	,	PUNCT
ajeer-1177	75	3	hall	hall	NOUN
ajeer-1177	75	4	and	and	CCONJ
ajeer-1177	75	5	mairesse	mairesse	NOUN
ajeer-1177	75	6	(	(	PUNCT
ajeer-1177	75	7	1995	1995	NUM
ajeer-1177	75	8	)	)	PUNCT
ajeer-1177	75	9	argue	argue	VERB
ajeer-1177	75	10	against	against	ADP
ajeer-1177	75	11	the	the	DET
ajeer-1177	75	12	result	result	NOUN
ajeer-1177	75	13	in	in	ADP
ajeer-1177	75	14	kafouros	kafouro	NOUN
ajeer-1177	75	15	(	(	PUNCT
ajeer-1177	75	16	2005	2005	NUM
ajeer-1177	75	17	)	)	PUNCT
ajeer-1177	75	18	pointing	point	VERB
ajeer-1177	75	19	out	out	ADP
ajeer-1177	75	20	that	that	SCONJ
ajeer-1177	75	21	the	the	DET
ajeer-1177	75	22	use	use	NOUN
ajeer-1177	75	23	of	of	ADP
ajeer-1177	75	24	sales	sale	NOUN
ajeer-1177	75	25	to	to	ADP
ajeer-1177	75	26	proxy	proxy	NOUN
ajeer-1177	75	27	for	for	ADP
ajeer-1177	75	28	gva	gva	PROPN
ajeer-1177	75	29	leads	lead	VERB
ajeer-1177	75	30	to	to	PART
ajeer-1177	75	31	bias	bias	VERB
ajeer-1177	75	32	r&d	r&d	NOUN
ajeer-1177	75	33	coefficient	coefficient	NOUN
ajeer-1177	75	34	.	.	PUNCT
ajeer-1177	76	1	nonetheless	nonetheless	ADV
ajeer-1177	76	2	,	,	PUNCT
ajeer-1177	76	3	it	it	PRON
ajeer-1177	76	4	can	can	AUX
ajeer-1177	76	5	also	also	ADV
ajeer-1177	76	6	be	be	AUX
ajeer-1177	76	7	observed	observe	VERB
ajeer-1177	76	8	that	that	SCONJ
ajeer-1177	76	9	although	although	SCONJ
ajeer-1177	76	10	estimates	estimate	NOUN
ajeer-1177	76	11	are	be	AUX
ajeer-1177	76	12	consistently	consistently	ADV
ajeer-1177	76	13	high	high	ADJ
ajeer-1177	76	14	,	,	PUNCT
ajeer-1177	76	15	there	there	PRON
ajeer-1177	76	16	are	be	VERB
ajeer-1177	76	17	little	little	ADJ
ajeer-1177	76	18	variations	variation	NOUN
ajeer-1177	76	19	.	.	PUNCT
ajeer-1177	77	1	however	however	ADV
ajeer-1177	77	2	,	,	PUNCT
ajeer-1177	77	3	because	because	SCONJ
ajeer-1177	77	4	these	these	DET
ajeer-1177	77	5	papers	paper	NOUN
ajeer-1177	77	6	are	be	AUX
ajeer-1177	77	7	conducted	conduct	VERB
ajeer-1177	77	8	in	in	ADP
ajeer-1177	77	9	different	different	ADJ
ajeer-1177	77	10	countries	country	NOUN
ajeer-1177	77	11	,	,	PUNCT
ajeer-1177	77	12	different	different	ADJ
ajeer-1177	77	13	time	time	NOUN
ajeer-1177	77	14	periods	period	NOUN
ajeer-1177	77	15	,	,	PUNCT
ajeer-1177	77	16	with	with	ADP
ajeer-1177	77	17	little	little	ADJ
ajeer-1177	77	18	different	different	ADJ
ajeer-1177	77	19	specifications	specification	NOUN
ajeer-1177	77	20	,	,	PUNCT
ajeer-1177	77	21	authors	author	NOUN
ajeer-1177	77	22	such	such	ADJ
ajeer-1177	77	23	as	as	ADP
ajeer-1177	77	24	hall	hall	NOUN
ajeer-1177	77	25	and	and	CCONJ
ajeer-1177	77	26	mairesse	mairesse	NOUN
ajeer-1177	77	27	(	(	PUNCT
ajeer-1177	77	28	1995	1995	NUM
ajeer-1177	77	29	)	)	PUNCT
ajeer-1177	77	30	;	;	PUNCT
ajeer-1177	77	31	holtz	holtz	PROPN
ajeer-1177	77	32	-	-	PUNCT
ajeer-1177	77	33	eakin	eakin	PROPN
ajeer-1177	77	34	(	(	PUNCT
ajeer-1177	77	35	2005	2005	NUM
ajeer-1177	77	36	)	)	PUNCT
ajeer-1177	77	37	and	and	CCONJ
ajeer-1177	77	38	moen	moen	PROPN
ajeer-1177	77	39	and	and	CCONJ
ajeer-1177	77	40	burchardt	burchardt	ADJ
ajeer-1177	77	41	(	(	PUNCT
ajeer-1177	77	42	2010	2010	NUM
ajeer-1177	77	43	)	)	PUNCT
ajeer-1177	77	44	sustain	sustain	VERB
ajeer-1177	77	45	that	that	SCONJ
ajeer-1177	77	46	the	the	DET
ajeer-1177	77	47	little	little	ADJ
ajeer-1177	77	48	differences	difference	NOUN
ajeer-1177	77	49	in	in	ADP
ajeer-1177	77	50	coefficients	coefficient	NOUN
ajeer-1177	77	51	are	be	AUX
ajeer-1177	77	52	inevitable	inevitable	ADJ
ajeer-1177	77	53	.	.	PUNCT
ajeer-1177	78	1	3.2	3.2	NUM
ajeer-1177	78	2	.	.	PUNCT
ajeer-1177	78	3	arguments	argument	NOUN
ajeer-1177	78	4	for	for	ADP
ajeer-1177	78	5	small	small	ADJ
ajeer-1177	78	6	impact	impact	NOUN
ajeer-1177	78	7	from	from	ADP
ajeer-1177	78	8	time	time	NOUN
ajeer-1177	78	9	-	-	PUNCT
ajeer-1177	78	10	series	series	NOUN
ajeer-1177	78	11	studies	study	NOUN
ajeer-1177	78	12	moving	move	VERB
ajeer-1177	78	13	on	on	ADP
ajeer-1177	78	14	to	to	ADP
ajeer-1177	78	15	time	time	NOUN
ajeer-1177	78	16	-	-	PUNCT
ajeer-1177	78	17	series	series	NOUN
ajeer-1177	78	18	studies	study	NOUN
ajeer-1177	78	19	,	,	PUNCT
ajeer-1177	78	20	there	there	PRON
ajeer-1177	78	21	appears	appear	VERB
ajeer-1177	78	22	to	to	PART
ajeer-1177	78	23	be	be	AUX
ajeer-1177	78	24	a	a	DET
ajeer-1177	78	25	significant	significant	ADJ
ajeer-1177	78	26	difference	difference	NOUN
ajeer-1177	78	27	from	from	ADP
ajeer-1177	78	28	the	the	DET
ajeer-1177	78	29	cross	cross	ADJ
ajeer-1177	78	30	-	-	ADJ
ajeer-1177	78	31	section	section	ADJ
ajeer-1177	78	32	studies	study	NOUN
ajeer-1177	78	33	in	in	ADP
ajeer-1177	78	34	table	table	NOUN
ajeer-1177	78	35	1	1	NUM
ajeer-1177	78	36	above	above	ADV
ajeer-1177	78	37	.	.	PUNCT
ajeer-1177	79	1	as	as	SCONJ
ajeer-1177	79	2	stated	state	VERB
ajeer-1177	79	3	earlier	early	ADV
ajeer-1177	79	4	,	,	PUNCT
ajeer-1177	79	5	the	the	DET
ajeer-1177	79	6	elasticity	elasticity	NOUN
ajeer-1177	79	7	estimates	estimate	VERB
ajeer-1177	79	8	from	from	ADP
ajeer-1177	79	9	time	time	NOUN
ajeer-1177	79	10	-	-	PUNCT
ajeer-1177	79	11	series	series	NOUN
ajeer-1177	79	12	studies	study	NOUN
ajeer-1177	79	13	are	be	AUX
ajeer-1177	79	14	generally	generally	ADV
ajeer-1177	79	15	much	much	ADV
ajeer-1177	79	16	lower	low	ADJ
ajeer-1177	79	17	than	than	ADP
ajeer-1177	79	18	those	those	PRON
ajeer-1177	79	19	obtained	obtain	VERB
ajeer-1177	79	20	from	from	ADP
ajeer-1177	79	21	cross	cross	ADJ
ajeer-1177	79	22	-	-	ADJ
ajeer-1177	79	23	sectional	sectional	ADJ
ajeer-1177	79	24	studies	study	NOUN
ajeer-1177	79	25	.	.	PUNCT
ajeer-1177	80	1	holtz	holtz	PROPN
ajeer-1177	80	2	-	-	PUNCT
ajeer-1177	80	3	eakin	eakin	PROPN
ajeer-1177	80	4	(	(	PUNCT
ajeer-1177	80	5	2005	2005	NUM
ajeer-1177	80	6	)	)	PUNCT
ajeer-1177	80	7	further	further	ADJ
ajeer-1177	80	8	states	state	VERB
ajeer-1177	80	9	that	that	SCONJ
ajeer-1177	80	10	,	,	PUNCT
ajeer-1177	80	11	some	some	DET
ajeer-1177	80	12	studies	study	NOUN
ajeer-1177	80	13	that	that	PRON
ajeer-1177	80	14	use	use	VERB
ajeer-1177	80	15	timeseries	timeserie	NOUN
ajeer-1177	80	16	estimates	estimate	NOUN
ajeer-1177	80	17	of	of	ADP
ajeer-1177	80	18	r&d	r&d	NOUN
ajeer-1177	80	19	find	find	VERB
ajeer-1177	80	20	elasticity	elasticity	NOUN
ajeer-1177	80	21	that	that	PRON
ajeer-1177	80	22	are	be	AUX
ajeer-1177	80	23	insignificant	insignificant	ADJ
ajeer-1177	80	24	,	,	PUNCT
ajeer-1177	80	25	which	which	PRON
ajeer-1177	80	26	weakens	weaken	VERB
ajeer-1177	80	27	their	their	PRON
ajeer-1177	80	28	argument	argument	NOUN
ajeer-1177	80	29	of	of	ADP
ajeer-1177	80	30	small	small	ADJ
ajeer-1177	80	31	contribution	contribution	NOUN
ajeer-1177	80	32	.	.	PUNCT
ajeer-1177	81	1	example	example	NOUN
ajeer-1177	81	2	of	of	ADP
ajeer-1177	81	3	such	such	ADJ
ajeer-1177	81	4	statistically	statistically	ADV
ajeer-1177	81	5	insignificant	insignificant	ADJ
ajeer-1177	81	6	time	time	NOUN
ajeer-1177	81	7	-	-	PUNCT
ajeer-1177	81	8	series	series	NOUN
ajeer-1177	81	9	studies	study	NOUN
ajeer-1177	81	10	are	be	AUX
ajeer-1177	81	11	mairesse	mairesse	ADJ
ajeer-1177	81	12	and	and	CCONJ
ajeer-1177	81	13	sassenou	sassenou	NOUN
ajeer-1177	81	14	(	(	PUNCT
ajeer-1177	81	15	1991	1991	NUM
ajeer-1177	81	16	)	)	PUNCT
ajeer-1177	81	17	australian	australian	ADJ
ajeer-1177	81	18	industry	industry	NOUN
ajeer-1177	81	19	commission	commission	NOUN
ajeer-1177	81	20	(	(	PUNCT
ajeer-1177	81	21	1995	1995	NUM
ajeer-1177	81	22	)	)	PUNCT
ajeer-1177	81	23	and	and	CCONJ
ajeer-1177	81	24	hall	hall	NOUN
ajeer-1177	81	25	and	and	CCONJ
ajeer-1177	81	26	mairesse	mairesse	NOUN
ajeer-1177	81	27	(	(	PUNCT
ajeer-1177	81	28	1995	1995	NUM
ajeer-1177	81	29	)	)	PUNCT
ajeer-1177	81	30	.	.	PUNCT
ajeer-1177	82	1	nevertheless	nevertheless	ADV
ajeer-1177	82	2	,	,	PUNCT
ajeer-1177	82	3	holtz	holtz	PROPN
ajeer-1177	82	4	-	-	PUNCT
ajeer-1177	82	5	eakin	eakin	PROPN
ajeer-1177	82	6	(	(	PUNCT
ajeer-1177	82	7	2005	2005	NUM
ajeer-1177	82	8	)	)	PUNCT
ajeer-1177	82	9	explains	explain	VERB
ajeer-1177	82	10	that	that	SCONJ
ajeer-1177	82	11	in	in	ADP
ajeer-1177	82	12	statistical	statistical	ADJ
ajeer-1177	82	13	sense	sense	NOUN
ajeer-1177	82	14	,	,	PUNCT
ajeer-1177	82	15	the	the	DET
ajeer-1177	82	16	insignificance	insignificance	NOUN
ajeer-1177	82	17	often	often	ADV
ajeer-1177	82	18	encountered	encounter	VERB
ajeer-1177	82	19	in	in	ADP
ajeer-1177	82	20	time	time	NOUN
ajeer-1177	82	21	-	-	PUNCT
ajeer-1177	82	22	series	series	NOUN
ajeer-1177	82	23	data	datum	NOUN
ajeer-1177	82	24	is	be	AUX
ajeer-1177	82	25	not	not	PART
ajeer-1177	82	26	surprising	surprising	ADJ
ajeer-1177	82	27	because	because	SCONJ
ajeer-1177	82	28	the	the	DET
ajeer-1177	82	29	r&d	r&d	NOUN
ajeer-1177	82	30	data	data	NOUN
ajeer-1177	82	31	varies	vary	VERB
ajeer-1177	82	32	more	more	ADV
ajeer-1177	82	33	in	in	ADP
ajeer-1177	82	34	the	the	DET
ajeer-1177	82	35	cross	cross	ADJ
ajeer-1177	82	36	-	-	ADJ
ajeer-1177	82	37	section	section	ADJ
ajeer-1177	82	38	dimension	dimension	NOUN
ajeer-1177	82	39	than	than	ADP
ajeer-1177	82	40	in	in	ADP
ajeer-1177	82	41	the	the	DET
ajeer-1177	82	42	time	time	NOUN
ajeer-1177	82	43	-	-	PUNCT
ajeer-1177	82	44	series	series	NOUN
ajeer-1177	82	45	dimension	dimension	NOUN
ajeer-1177	82	46	which	which	PRON
ajeer-1177	82	47	by	by	ADP
ajeer-1177	82	48	implication	implication	NOUN
ajeer-1177	82	49	,	,	PUNCT
ajeer-1177	82	50	suggests	suggest	VERB
ajeer-1177	82	51	that	that	SCONJ
ajeer-1177	82	52	asian	asian	ADJ
ajeer-1177	82	53	journal	journal	NOUN
ajeer-1177	82	54	of	of	ADP
ajeer-1177	82	55	economics	economic	NOUN
ajeer-1177	82	56	and	and	CCONJ
ajeer-1177	82	57	empirical	empirical	ADJ
ajeer-1177	82	58	research	research	NOUN
ajeer-1177	82	59	,	,	PUNCT
ajeer-1177	82	60	2019	2019	NUM
ajeer-1177	82	61	,	,	PUNCT
ajeer-1177	82	62	6(2	6(2	NUM
ajeer-1177	82	63	):	):	PUNCT
ajeer-1177	82	64	205	205	NUM
ajeer-1177	82	65	-	-	SYM
ajeer-1177	82	66	215	215	NUM
ajeer-1177	82	67	208	208	NUM
ajeer-1177	82	68	©	©	PROPN
ajeer-1177	82	69	2019	2019	NUM
ajeer-1177	82	70	by	by	ADP
ajeer-1177	82	71	the	the	DET
ajeer-1177	82	72	authors	author	NOUN
ajeer-1177	82	73	;	;	PUNCT
ajeer-1177	82	74	licensee	licensee	PROPN
ajeer-1177	82	75	asian	asian	ADJ
ajeer-1177	82	76	online	online	PROPN
ajeer-1177	82	77	journal	journal	PROPN
ajeer-1177	82	78	publishing	publishing	NOUN
ajeer-1177	82	79	group	group	NOUN
ajeer-1177	82	80	firms	firm	NOUN
ajeer-1177	82	81	or	or	CCONJ
ajeer-1177	82	82	industries	industry	NOUN
ajeer-1177	82	83	with	with	ADP
ajeer-1177	82	84	high	high	ADJ
ajeer-1177	82	85	r&d	r&d	NOUN
ajeer-1177	82	86	expenditures	expenditure	NOUN
ajeer-1177	82	87	have	have	VERB
ajeer-1177	82	88	higher	high	ADJ
ajeer-1177	82	89	levels	level	NOUN
ajeer-1177	82	90	of	of	ADP
ajeer-1177	82	91	productivity	productivity	NOUN
ajeer-1177	82	92	than	than	ADP
ajeer-1177	82	93	those	those	PRON
ajeer-1177	82	94	with	with	ADP
ajeer-1177	82	95	less	less	ADJ
ajeer-1177	82	96	r&d	r&d	NOUN
ajeer-1177	82	97	expenditures	expenditure	NOUN
ajeer-1177	82	98	.	.	PUNCT
ajeer-1177	83	1	see	see	VERB
ajeer-1177	83	2	table	table	NOUN
ajeer-1177	83	3	3	3	NUM
ajeer-1177	83	4	and	and	CCONJ
ajeer-1177	83	5	4	4	NUM
ajeer-1177	83	6	for	for	ADP
ajeer-1177	83	7	findings	finding	NOUN
ajeer-1177	83	8	from	from	ADP
ajeer-1177	83	9	some	some	DET
ajeer-1177	83	10	time	time	NOUN
ajeer-1177	83	11	-	-	PUNCT
ajeer-1177	83	12	series	series	NOUN
ajeer-1177	83	13	studies	study	NOUN
ajeer-1177	83	14	.	.	PUNCT
ajeer-1177	84	1	table-3	table-3	NUM
ajeer-1177	84	2	.	.	PUNCT
ajeer-1177	84	3	industry	industry	NOUN
ajeer-1177	84	4	level	level	NOUN
ajeer-1177	84	5	papers	paper	NOUN
ajeer-1177	84	6	for	for	ADP
ajeer-1177	84	7	estimates	estimate	NOUN
ajeer-1177	84	8	of	of	ADP
ajeer-1177	84	9	the	the	DET
ajeer-1177	84	10	elasticity	elasticity	NOUN
ajeer-1177	84	11	of	of	ADP
ajeer-1177	84	12	private	private	ADJ
ajeer-1177	84	13	r&d	r&d	NOUN
ajeer-1177	84	14	from	from	ADP
ajeer-1177	84	15	time	time	NOUN
ajeer-1177	84	16	-	-	PUNCT
ajeer-1177	84	17	series	series	NOUN
ajeer-1177	84	18	studies	study	NOUN
ajeer-1177	84	19	.	.	PUNCT
ajeer-1177	85	1	paper	paper	NOUN
ajeer-1177	85	2	country	country	NOUN
ajeer-1177	85	3	/	/	SYM
ajeer-1177	85	4	level	level	NOUN
ajeer-1177	85	5	sample	sample	NOUN
ajeer-1177	85	6	approach	approach	NOUN
ajeer-1177	85	7	method/	method/	NUM
ajeer-1177	85	8	variables	variable	NOUN
ajeer-1177	85	9	r&d	r&d	NOUN
ajeer-1177	85	10	elasticity	elasticity	NOUN
ajeer-1177	85	11	griliches	griliche	NOUN
ajeer-1177	85	12	and	and	CCONJ
ajeer-1177	85	13	lichtenberg	lichtenberg	PROPN
ajeer-1177	85	14	(	(	PUNCT
ajeer-1177	85	15	1984b	1984b	NUM
ajeer-1177	85	16	)	)	PUNCT
ajeer-1177	86	1	us/	us/	NOUN
ajeer-1177	86	2	industry	industry	NOUN
ajeer-1177	86	3	level	level	NOUN
ajeer-1177	86	4	27	27	NUM
ajeer-1177	86	5	u.s	u.s	PROPN
ajeer-1177	86	6	.	.	PROPN
ajeer-1177	86	7	manufacturing	manufacturing	NOUN
ajeer-1177	86	8	industries	industry	NOUN
ajeer-1177	86	9	;	;	PUNCT
ajeer-1177	86	10	1959	1959	NUM
ajeer-1177	86	11	cob	cob	NOUN
ajeer-1177	86	12	-	-	PUNCT
ajeer-1177	86	13	douglas	douglas	PROPN
ajeer-1177	86	14	production	production	NOUN
ajeer-1177	86	15	function	function	NOUN
ajeer-1177	86	16	ols/	ols/	VERB
ajeer-1177	86	17	tfp	tfp	PROPN
ajeer-1177	86	18	,	,	PUNCT
ajeer-1177	86	19	r&d	r&d	NOUN
ajeer-1177	86	20	0.04	0.04	NUM
ajeer-1177	86	21	cameron	cameron	PROPN
ajeer-1177	86	22	and	and	CCONJ
ajeer-1177	86	23	muellbauer	muellbauer	PROPN
ajeer-1177	86	24	(	(	PUNCT
ajeer-1177	86	25	1996	1996	NUM
ajeer-1177	86	26	)	)	PUNCT
ajeer-1177	86	27	uk/	uk/	NOUN
ajeer-1177	86	28	industry	industry	NOUN
ajeer-1177	86	29	manufacturing	manufacturing	NOUN
ajeer-1177	86	30	industries	industry	NOUN
ajeer-1177	86	31	from	from	ADP
ajeer-1177	86	32	1962	1962	NUM
ajeer-1177	86	33	-	-	SYM
ajeer-1177	86	34	92	92	NUM
ajeer-1177	86	35	cobb	cobb	PROPN
ajeer-1177	86	36	-	-	PUNCT
ajeer-1177	86	37	douglass	douglass	NOUN
ajeer-1177	86	38	production	production	NOUN
ajeer-1177	86	39	function	function	NOUN
ajeer-1177	86	40	ols/	ols/	VERB
ajeer-1177	86	41	tfp	tfp	PROPN
ajeer-1177	86	42	,	,	PUNCT
ajeer-1177	86	43	r&d	r&d	NOUN
ajeer-1177	86	44	0.15	0.15	NUM
ajeer-1177	86	45	to	to	ADP
ajeer-1177	86	46	0.37	0.37	NUM
ajeer-1177	86	47	cameron	cameron	PROPN
ajeer-1177	86	48	(	(	PUNCT
ajeer-1177	86	49	2003	2003	NUM
ajeer-1177	86	50	)	)	PUNCT
ajeer-1177	86	51	uk/	uk/	NOUN
ajeer-1177	86	52	industry	industry	NOUN
ajeer-1177	86	53	manufacturing	manufacturing	NOUN
ajeer-1177	86	54	industry	industry	NOUN
ajeer-1177	86	55	from	from	ADP
ajeer-1177	86	56	1960	1960	NUM
ajeer-1177	86	57	-	-	SYM
ajeer-1177	86	58	1995	1995	NUM
ajeer-1177	86	59	cobb	cobb	PROPN
ajeer-1177	86	60	-	-	PUNCT
ajeer-1177	86	61	douglass	douglass	PROPN
ajeer-1177	86	62	p	p	NOUN
ajeer-1177	86	63	-	-	PUNCT
ajeer-1177	86	64	function	function	NOUN
ajeer-1177	86	65	var/	var/	PROPN
ajeer-1177	86	66	tfp	tfp	PROPN
ajeer-1177	86	67	,	,	PUNCT
ajeer-1177	86	68	r&d	r&d	NOUN
ajeer-1177	86	69	0.29	0.29	NUM
ajeer-1177	86	70	hubert	hubert	NOUN
ajeer-1177	86	71	and	and	CCONJ
ajeer-1177	86	72	pain	pain	NOUN
ajeer-1177	86	73	(	(	PUNCT
ajeer-1177	86	74	2001	2001	NUM
ajeer-1177	86	75	)	)	PUNCT
ajeer-1177	86	76	uk/	uk/	NOUN
ajeer-1177	86	77	industry	industry	NOUN
ajeer-1177	86	78	15	15	NUM
ajeer-1177	86	79	industries	industry	NOUN
ajeer-1177	86	80	from	from	ADP
ajeer-1177	86	81	1983	1983	NUM
ajeer-1177	86	82	-	-	SYM
ajeer-1177	86	83	92	92	NUM
ajeer-1177	86	84	cobb	cobb	PROPN
ajeer-1177	86	85	-	-	PUNCT
ajeer-1177	86	86	douglass	douglass	NOUN
ajeer-1177	86	87	production	production	NOUN
ajeer-1177	86	88	function	function	NOUN
ajeer-1177	86	89	ols/	ols/	VERB
ajeer-1177	86	90	lp	lp	NOUN
ajeer-1177	86	91	,	,	PUNCT
ajeer-1177	86	92	k	k	PROPN
ajeer-1177	86	93	,	,	PUNCT
ajeer-1177	86	94	r&d	r&d	NOUN
ajeer-1177	86	95	0.029	0.029	NUM
ajeer-1177	86	96	griliches	griliche	NOUN
ajeer-1177	86	97	(	(	PUNCT
ajeer-1177	86	98	1980a	1980a	NUM
ajeer-1177	86	99	)	)	PUNCT
ajeer-1177	86	100	us/	us/	NOUN
ajeer-1177	86	101	industry	industry	NOUN
ajeer-1177	86	102	39	39	NUM
ajeer-1177	86	103	2and	2and	NUM
ajeer-1177	86	104	3	3	NUM
ajeer-1177	86	105	-	-	PUNCT
ajeer-1177	86	106	digit	digit	NOUN
ajeer-1177	86	107	manufacturing	manufacturing	NOUN
ajeer-1177	86	108	industries	industry	NOUN
ajeer-1177	86	109	19591977	19591977	NUM
ajeer-1177	86	110	cobb	cobb	PROPN
ajeer-1177	86	111	-	-	PUNCT
ajeer-1177	86	112	douglass	douglass	NOUN
ajeer-1177	86	113	production	production	NOUN
ajeer-1177	86	114	function	function	NOUN
ajeer-1177	86	115	ols/	ols/	VERB
ajeer-1177	86	116	tfp	tfp	PROPN
ajeer-1177	86	117	,	,	PUNCT
ajeer-1177	86	118	r&d	r&d	NOUN
ajeer-1177	86	119	0.06	0.06	NUM
ajeer-1177	86	120	table-4	table-4	PROPN
ajeer-1177	86	121	.	.	PUNCT
ajeer-1177	87	1	firm	firm	ADJ
ajeer-1177	87	2	level	level	NOUN
ajeer-1177	87	3	papers	paper	NOUN
ajeer-1177	87	4	for	for	ADP
ajeer-1177	87	5	estimates	estimate	NOUN
ajeer-1177	87	6	of	of	ADP
ajeer-1177	87	7	the	the	DET
ajeer-1177	87	8	elasticity	elasticity	NOUN
ajeer-1177	87	9	of	of	ADP
ajeer-1177	87	10	private	private	ADJ
ajeer-1177	87	11	r&d	r&d	NOUN
ajeer-1177	87	12	from	from	ADP
ajeer-1177	87	13	time	time	NOUN
ajeer-1177	87	14	-	-	PUNCT
ajeer-1177	87	15	series	series	NOUN
ajeer-1177	87	16	studies	study	NOUN
ajeer-1177	87	17	.	.	PUNCT
ajeer-1177	88	1	paper	paper	NOUN
ajeer-1177	88	2	country	country	NOUN
ajeer-1177	88	3	/	/	SYM
ajeer-1177	88	4	level	level	NOUN
ajeer-1177	88	5	sample	sample	NOUN
ajeer-1177	88	6	approach	approach	NOUN
ajeer-1177	88	7	method	method	NOUN
ajeer-1177	88	8	/	/	SYM
ajeer-1177	88	9	variables	variable	NOUN
ajeer-1177	88	10	r&d	r&d	NOUN
ajeer-1177	88	11	elasticity	elasticity	NOUN
ajeer-1177	88	12	minasian	minasian	NOUN
ajeer-1177	88	13	(	(	PUNCT
ajeer-1177	88	14	1969	1969	NUM
ajeer-1177	88	15	)	)	PUNCT
ajeer-1177	88	16	us/	us/	NOUN
ajeer-1177	88	17	firm	firm	ADJ
ajeer-1177	88	18	level	level	NOUN
ajeer-1177	88	19	17	17	NUM
ajeer-1177	88	20	u.s	u.s	PROPN
ajeer-1177	88	21	.	.	PROPN
ajeer-1177	88	22	firms	firm	NOUN
ajeer-1177	88	23	;	;	PUNCT
ajeer-1177	88	24	1948	1948	NUM
ajeer-1177	88	25	to	to	ADP
ajeer-1177	88	26	1957	1957	NUM
ajeer-1177	88	27	cob	cob	NOUN
ajeer-1177	88	28	-	-	PUNCT
ajeer-1177	88	29	douglas	douglas	PROPN
ajeer-1177	88	30	production	production	NOUN
ajeer-1177	88	31	function	function	PROPN
ajeer-1177	88	32	ols/	ols/	VERB
ajeer-1177	88	33	gva	gva	PROPN
ajeer-1177	88	34	,	,	PUNCT
ajeer-1177	88	35	l	l	PROPN
ajeer-1177	88	36	,	,	PUNCT
ajeer-1177	88	37	k	k	NOUN
ajeer-1177	88	38	,	,	PUNCT
ajeer-1177	88	39	r&d	r&d	NOUN
ajeer-1177	88	40	0.08	0.08	NUM
ajeer-1177	88	41	griliches	griliche	NOUN
ajeer-1177	88	42	(	(	PUNCT
ajeer-1177	88	43	1980b	1980b	NUM
ajeer-1177	88	44	)	)	PUNCT
ajeer-1177	88	45	us/	us/	NOUN
ajeer-1177	88	46	firm	firm	ADJ
ajeer-1177	88	47	level	level	NOUN
ajeer-1177	88	48	883	883	NUM
ajeer-1177	88	49	u.s	u.s	PROPN
ajeer-1177	88	50	.	.	PROPN
ajeer-1177	88	51	firms	firm	NOUN
ajeer-1177	88	52	;	;	PUNCT
ajeer-1177	88	53	1957	1957	NUM
ajeer-1177	88	54	to	to	ADP
ajeer-1177	88	55	1965	1965	NUM
ajeer-1177	88	56	cob	cob	NOUN
ajeer-1177	88	57	-	-	PUNCT
ajeer-1177	88	58	douglas	douglas	PROPN
ajeer-1177	88	59	production	production	NOUN
ajeer-1177	88	60	function	function	NOUN
ajeer-1177	88	61	ols/	ols/	VERB
ajeer-1177	88	62	tfp	tfp	PROPN
ajeer-1177	88	63	,	,	PUNCT
ajeer-1177	88	64	r&d	r&d	NOUN
ajeer-1177	88	65	0.08	0.08	NUM
ajeer-1177	88	66	cuneo	cuneo	NOUN
ajeer-1177	88	67	and	and	CCONJ
ajeer-1177	88	68	mairesse	mairesse	NOUN
ajeer-1177	88	69	(	(	PUNCT
ajeer-1177	88	70	1984	1984	NUM
ajeer-1177	88	71	)	)	PUNCT
ajeer-1177	88	72	france/	france/	NUM
ajeer-1177	88	73	firm	firm	ADJ
ajeer-1177	88	74	level	level	NOUN
ajeer-1177	88	75	182	182	NUM
ajeer-1177	88	76	french	french	ADJ
ajeer-1177	88	77	manufacturing	manufacturing	NOUN
ajeer-1177	88	78	firms	firm	NOUN
ajeer-1177	88	79	;	;	PUNCT
ajeer-1177	88	80	1972	1972	NUM
ajeer-1177	88	81	to	to	ADP
ajeer-1177	88	82	1977	1977	NUM
ajeer-1177	88	83	cob	cob	NOUN
ajeer-1177	88	84	-	-	PUNCT
ajeer-1177	88	85	douglas	douglas	PROPN
ajeer-1177	88	86	production	production	NOUN
ajeer-1177	88	87	function	function	PROPN
ajeer-1177	88	88	ols/	ols/	VERB
ajeer-1177	88	89	gva	gva	PROPN
ajeer-1177	88	90	,	,	PUNCT
ajeer-1177	88	91	l	l	PROPN
ajeer-1177	88	92	,	,	PUNCT
ajeer-1177	88	93	k	k	NOUN
ajeer-1177	88	94	,	,	PUNCT
ajeer-1177	88	95	r&d	r&d	NOUN
ajeer-1177	88	96	0.05	0.05	NUM
ajeer-1177	88	97	griliches	griliche	NOUN
ajeer-1177	88	98	and	and	CCONJ
ajeer-1177	88	99	lichtenberg	lichtenberg	PROPN
ajeer-1177	88	100	(	(	PUNCT
ajeer-1177	88	101	1984	1984	NUM
ajeer-1177	88	102	)	)	PUNCT
ajeer-1177	88	103	us/	us/	NOUN
ajeer-1177	88	104	firm	firm	ADJ
ajeer-1177	88	105	level	level	NOUN
ajeer-1177	88	106	133	133	NUM
ajeer-1177	88	107	u.s	u.s	PROPN
ajeer-1177	88	108	.	.	PROPN
ajeer-1177	88	109	firms	firm	NOUN
ajeer-1177	88	110	;	;	PUNCT
ajeer-1177	88	111	1966	1966	NUM
ajeer-1177	88	112	to	to	ADP
ajeer-1177	88	113	1977	1977	NUM
ajeer-1177	88	114	cob	cob	NOUN
ajeer-1177	88	115	-	-	PUNCT
ajeer-1177	88	116	douglas	douglas	PROPN
ajeer-1177	88	117	production	production	NOUN
ajeer-1177	88	118	function	function	NOUN
ajeer-1177	88	119	ols/	ols/	VERB
ajeer-1177	88	120	tfp	tfp	PROPN
ajeer-1177	88	121	,	,	PUNCT
ajeer-1177	88	122	r&d	r&d	NOUN
ajeer-1177	88	123	0.09	0.09	NUM
ajeer-1177	88	124	griliches	griliche	NOUN
ajeer-1177	88	125	(	(	PUNCT
ajeer-1177	88	126	1986	1986	NUM
ajeer-1177	88	127	)	)	PUNCT
ajeer-1177	88	128	us/	us/	NOUN
ajeer-1177	88	129	firm	firm	ADJ
ajeer-1177	88	130	level	level	NOUN
ajeer-1177	88	131	652	652	NUM
ajeer-1177	88	132	u.s	u.s	PROPN
ajeer-1177	88	133	.	.	PROPN
ajeer-1177	88	134	firms	firm	NOUN
ajeer-1177	88	135	;	;	PUNCT
ajeer-1177	88	136	1966	1966	NUM
ajeer-1177	88	137	to	to	ADP
ajeer-1177	88	138	1977	1977	NUM
ajeer-1177	88	139	cob	cob	NOUN
ajeer-1177	88	140	-	-	PUNCT
ajeer-1177	88	141	douglas	douglas	PROPN
ajeer-1177	88	142	production	production	NOUN
ajeer-1177	88	143	function	function	NOUN
ajeer-1177	88	144	ols/	ols/	VERB
ajeer-1177	88	145	tfp	tfp	PROPN
ajeer-1177	88	146	,	,	PUNCT
ajeer-1177	88	147	r&d	r&d	NOUN
ajeer-1177	88	148	0.12	0.12	NUM
ajeer-1177	88	149	hall	hall	NOUN
ajeer-1177	88	150	and	and	CCONJ
ajeer-1177	88	151	mairesse	mairesse	NOUN
ajeer-1177	88	152	(	(	PUNCT
ajeer-1177	88	153	1995	1995	NUM
ajeer-1177	88	154	)	)	PUNCT
ajeer-1177	88	155	france/	france/	NUM
ajeer-1177	88	156	firm	firm	ADJ
ajeer-1177	88	157	level	level	NOUN
ajeer-1177	88	158	197	197	NUM
ajeer-1177	88	159	french	french	ADJ
ajeer-1177	88	160	firms	firm	NOUN
ajeer-1177	88	161	;	;	PUNCT
ajeer-1177	88	162	1980	1980	NUM
ajeer-1177	88	163	to	to	ADP
ajeer-1177	88	164	1987	1987	NUM
ajeer-1177	88	165	cob	cob	NOUN
ajeer-1177	88	166	-	-	PUNCT
ajeer-1177	88	167	douglas	douglas	PROPN
ajeer-1177	88	168	production	production	NOUN
ajeer-1177	88	169	function	function	NOUN
ajeer-1177	88	170	ols/	ols/	VERB
ajeer-1177	88	171	lp	lp	NOUN
ajeer-1177	88	172	,	,	PUNCT
ajeer-1177	88	173	k	k	NOUN
ajeer-1177	88	174	,	,	PUNCT
ajeer-1177	88	175	r&d	r&d	NOUN
ajeer-1177	88	176	0.07	0.07	NUM
ajeer-1177	88	177	firstly	firstly	ADV
ajeer-1177	88	178	,	,	PUNCT
ajeer-1177	88	179	it	it	PRON
ajeer-1177	88	180	can	can	AUX
ajeer-1177	88	181	be	be	AUX
ajeer-1177	88	182	observed	observe	VERB
ajeer-1177	88	183	from	from	ADP
ajeer-1177	88	184	table	table	NOUN
ajeer-1177	88	185	3	3	NUM
ajeer-1177	88	186	and	and	CCONJ
ajeer-1177	88	187	4	4	NUM
ajeer-1177	88	188	that	that	PRON
ajeer-1177	88	189	just	just	ADV
ajeer-1177	88	190	like	like	ADP
ajeer-1177	88	191	the	the	DET
ajeer-1177	88	192	cross	cross	ADJ
ajeer-1177	88	193	-	-	ADJ
ajeer-1177	88	194	section	section	ADJ
ajeer-1177	88	195	studies	study	NOUN
ajeer-1177	88	196	,	,	PUNCT
ajeer-1177	88	197	there	there	PRON
ajeer-1177	88	198	is	be	VERB
ajeer-1177	88	199	no	no	DET
ajeer-1177	88	200	clear	clear	ADJ
ajeer-1177	88	201	difference	difference	NOUN
ajeer-1177	88	202	between	between	ADP
ajeer-1177	88	203	the	the	DET
ajeer-1177	88	204	size	size	NOUN
ajeer-1177	88	205	of	of	ADP
ajeer-1177	88	206	r&d	r&d	NOUN
ajeer-1177	88	207	coefficients	coefficient	NOUN
ajeer-1177	88	208	from	from	ADP
ajeer-1177	88	209	industry	industry	NOUN
ajeer-1177	88	210	level	level	NOUN
ajeer-1177	88	211	and	and	CCONJ
ajeer-1177	88	212	that	that	PRON
ajeer-1177	88	213	of	of	ADP
ajeer-1177	88	214	firm	firm	ADJ
ajeer-1177	88	215	level	level	NOUN
ajeer-1177	88	216	is	be	AUX
ajeer-1177	88	217	found	find	VERB
ajeer-1177	88	218	.	.	PUNCT
ajeer-1177	89	1	the	the	DET
ajeer-1177	89	2	only	only	ADJ
ajeer-1177	89	3	clear	clear	ADJ
ajeer-1177	89	4	pattern	pattern	NOUN
ajeer-1177	89	5	is	be	AUX
ajeer-1177	89	6	the	the	DET
ajeer-1177	89	7	huge	huge	ADJ
ajeer-1177	89	8	reduction	reduction	NOUN
ajeer-1177	89	9	in	in	ADP
ajeer-1177	89	10	r&d	r&d	NOUN
ajeer-1177	89	11	compared	compare	VERB
ajeer-1177	89	12	to	to	ADP
ajeer-1177	89	13	those	those	PRON
ajeer-1177	89	14	in	in	ADP
ajeer-1177	89	15	table	table	NOUN
ajeer-1177	89	16	12	12	NUM
ajeer-1177	89	17	.	.	PUNCT
ajeer-1177	90	1	as	as	SCONJ
ajeer-1177	90	2	can	can	AUX
ajeer-1177	90	3	be	be	AUX
ajeer-1177	90	4	observed	observe	VERB
ajeer-1177	90	5	again	again	ADV
ajeer-1177	90	6	,	,	PUNCT
ajeer-1177	90	7	just	just	ADV
ajeer-1177	90	8	like	like	INTJ
ajeer-1177	90	9	in	in	ADP
ajeer-1177	90	10	cross	cross	ADJ
ajeer-1177	90	11	-	-	ADJ
ajeer-1177	90	12	section	section	ADJ
ajeer-1177	90	13	studies	study	NOUN
ajeer-1177	90	14	,	,	PUNCT
ajeer-1177	90	15	there	there	PRON
ajeer-1177	90	16	are	be	VERB
ajeer-1177	90	17	two	two	NUM
ajeer-1177	90	18	papers	paper	NOUN
ajeer-1177	90	19	found	find	VERB
ajeer-1177	90	20	among	among	ADP
ajeer-1177	90	21	time	time	NOUN
ajeer-1177	90	22	-	-	PUNCT
ajeer-1177	90	23	series	series	NOUN
ajeer-1177	90	24	papers	paper	NOUN
ajeer-1177	90	25	in	in	ADP
ajeer-1177	90	26	table	table	NOUN
ajeer-1177	90	27	3	3	NUM
ajeer-1177	90	28	which	which	PRON
ajeer-1177	90	29	report	report	VERB
ajeer-1177	90	30	surprising	surprising	ADJ
ajeer-1177	90	31	results	result	NOUN
ajeer-1177	90	32	.	.	PUNCT
ajeer-1177	91	1	they	they	PRON
ajeer-1177	91	2	are	be	AUX
ajeer-1177	91	3	cameron	cameron	PROPN
ajeer-1177	91	4	(	(	PUNCT
ajeer-1177	91	5	2003	2003	NUM
ajeer-1177	91	6	)	)	PUNCT
ajeer-1177	91	7	and	and	CCONJ
ajeer-1177	91	8	cameron	cameron	PROPN
ajeer-1177	91	9	and	and	CCONJ
ajeer-1177	91	10	muellbauer	muellbauer	PROPN
ajeer-1177	91	11	(	(	PUNCT
ajeer-1177	91	12	1996	1996	NUM
ajeer-1177	91	13	)	)	PUNCT
ajeer-1177	91	14	that	that	PRON
ajeer-1177	91	15	report	report	VERB
ajeer-1177	91	16	very	very	ADV
ajeer-1177	91	17	high	high	ADJ
ajeer-1177	91	18	coefficients	coefficient	NOUN
ajeer-1177	91	19	for	for	ADP
ajeer-1177	91	20	r&d	r&d	NOUN
ajeer-1177	91	21	,	,	PUNCT
ajeer-1177	91	22	similar	similar	ADJ
ajeer-1177	91	23	to	to	ADP
ajeer-1177	91	24	those	those	PRON
ajeer-1177	91	25	of	of	ADP
ajeer-1177	91	26	cross	cross	ADJ
ajeer-1177	91	27	-	-	ADJ
ajeer-1177	91	28	section	section	ADJ
ajeer-1177	91	29	studies	study	NOUN
ajeer-1177	91	30	.	.	PUNCT
ajeer-1177	92	1	however	however	ADV
ajeer-1177	92	2	,	,	PUNCT
ajeer-1177	92	3	because	because	SCONJ
ajeer-1177	92	4	cameron	cameron	PROPN
ajeer-1177	92	5	(	(	PUNCT
ajeer-1177	92	6	2003	2003	NUM
ajeer-1177	92	7	)	)	PUNCT
ajeer-1177	92	8	is	be	AUX
ajeer-1177	92	9	the	the	DET
ajeer-1177	92	10	only	only	ADJ
ajeer-1177	92	11	paper	paper	NOUN
ajeer-1177	92	12	which	which	PRON
ajeer-1177	92	13	adopts	adopt	VERB
ajeer-1177	92	14	a	a	DET
ajeer-1177	92	15	var	var	NOUN
ajeer-1177	92	16	method	method	NOUN
ajeer-1177	92	17	of	of	ADP
ajeer-1177	92	18	estimation	estimation	NOUN
ajeer-1177	92	19	,	,	PUNCT
ajeer-1177	92	20	it	it	PRON
ajeer-1177	92	21	is	be	AUX
ajeer-1177	92	22	a	a	DET
ajeer-1177	92	23	bit	bit	NOUN
ajeer-1177	92	24	difficult	difficult	ADJ
ajeer-1177	92	25	to	to	PART
ajeer-1177	92	26	compare	compare	VERB
ajeer-1177	92	27	this	this	PRON
ajeer-1177	92	28	with	with	ADP
ajeer-1177	92	29	the	the	DET
ajeer-1177	92	30	rest	rest	NOUN
ajeer-1177	92	31	of	of	ADP
ajeer-1177	92	32	the	the	DET
ajeer-1177	92	33	papers	paper	NOUN
ajeer-1177	92	34	using	use	VERB
ajeer-1177	92	35	ols	ol	NOUN
ajeer-1177	92	36	estimation	estimation	NOUN
ajeer-1177	92	37	method	method	NOUN
ajeer-1177	92	38	.	.	PUNCT
ajeer-1177	93	1	according	accord	VERB
ajeer-1177	93	2	to	to	ADP
ajeer-1177	93	3	holtz	holtz	PROPN
ajeer-1177	93	4	-	-	PUNCT
ajeer-1177	93	5	eakin	eakin	PROPN
ajeer-1177	93	6	(	(	PUNCT
ajeer-1177	93	7	2005	2005	NUM
ajeer-1177	93	8	)	)	PUNCT
ajeer-1177	93	9	a	a	DET
ajeer-1177	93	10	method	method	NOUN
ajeer-1177	93	11	of	of	ADP
ajeer-1177	93	12	estimation	estimation	NOUN
ajeer-1177	93	13	a	a	DET
ajeer-1177	93	14	researcher	researcher	NOUN
ajeer-1177	93	15	chooses	choose	VERB
ajeer-1177	93	16	also	also	ADV
ajeer-1177	93	17	influences	influence	VERB
ajeer-1177	93	18	the	the	DET
ajeer-1177	93	19	findings.on	findings.on	NOUN
ajeer-1177	93	20	the	the	DET
ajeer-1177	93	21	other	other	ADJ
ajeer-1177	93	22	hand	hand	NOUN
ajeer-1177	93	23	,	,	PUNCT
ajeer-1177	93	24	it	it	PRON
ajeer-1177	93	25	is	be	AUX
ajeer-1177	93	26	difficult	difficult	ADJ
ajeer-1177	93	27	to	to	PART
ajeer-1177	93	28	explain	explain	VERB
ajeer-1177	93	29	why	why	SCONJ
ajeer-1177	93	30	cameron	cameron	PROPN
ajeer-1177	93	31	and	and	CCONJ
ajeer-1177	93	32	muellbauer	muellbauer	PROPN
ajeer-1177	93	33	(	(	PUNCT
ajeer-1177	93	34	1996	1996	NUM
ajeer-1177	93	35	)	)	PUNCT
ajeer-1177	93	36	report	report	NOUN
ajeer-1177	93	37	such	such	ADJ
ajeer-1177	93	38	as	as	ADP
ajeer-1177	93	39	high	high	ADJ
ajeer-1177	93	40	estimate	estimate	NOUN
ajeer-1177	93	41	which	which	PRON
ajeer-1177	93	42	violates	violate	VERB
ajeer-1177	93	43	conventional	conventional	ADJ
ajeer-1177	93	44	findings	finding	NOUN
ajeer-1177	93	45	for	for	ADP
ajeer-1177	93	46	other	other	ADJ
ajeer-1177	93	47	time	time	NOUN
ajeer-1177	93	48	-	-	PUNCT
ajeer-1177	93	49	series	series	NOUN
ajeer-1177	93	50	papers	paper	NOUN
ajeer-1177	93	51	.	.	PUNCT
ajeer-1177	94	1	more	more	ADV
ajeer-1177	94	2	surprisingly	surprisingly	ADV
ajeer-1177	94	3	,	,	PUNCT
ajeer-1177	94	4	cameron	cameron	PROPN
ajeer-1177	94	5	and	and	CCONJ
ajeer-1177	94	6	muellbauer	muellbauer	PROPN
ajeer-1177	94	7	(	(	PUNCT
ajeer-1177	94	8	1996	1996	NUM
ajeer-1177	94	9	)	)	PUNCT
ajeer-1177	94	10	also	also	ADV
ajeer-1177	94	11	uses	use	VERB
ajeer-1177	94	12	almost	almost	ADV
ajeer-1177	94	13	the	the	DET
ajeer-1177	94	14	same	same	ADJ
ajeer-1177	94	15	observation	observation	NOUN
ajeer-1177	94	16	periods	period	NOUN
ajeer-1177	94	17	for	for	ADP
ajeer-1177	94	18	the	the	DET
ajeer-1177	94	19	uk	uk	PROPN
ajeer-1177	94	20	with	with	ADP
ajeer-1177	94	21	that	that	PRON
ajeer-1177	94	22	of	of	ADP
ajeer-1177	94	23	hubert	hubert	NOUN
ajeer-1177	94	24	and	and	CCONJ
ajeer-1177	94	25	pain	pain	NOUN
ajeer-1177	94	26	(	(	PUNCT
ajeer-1177	94	27	2001	2001	NUM
ajeer-1177	94	28	)	)	PUNCT
ajeer-1177	94	29	which	which	PRON
ajeer-1177	94	30	reports	report	VERB
ajeer-1177	94	31	a	a	DET
ajeer-1177	94	32	much	much	ADV
ajeer-1177	94	33	lower	low	ADJ
ajeer-1177	94	34	coefficient.thus	coefficient.thus	PROPN
ajeer-1177	94	35	,	,	PUNCT
ajeer-1177	94	36	it	it	PRON
ajeer-1177	94	37	becomes	become	VERB
ajeer-1177	94	38	very	very	ADV
ajeer-1177	94	39	difficult	difficult	ADJ
ajeer-1177	94	40	to	to	PART
ajeer-1177	94	41	decide	decide	VERB
ajeer-1177	94	42	whose	whose	DET
ajeer-1177	94	43	estimate	estimate	NOUN
ajeer-1177	94	44	to	to	PART
ajeer-1177	94	45	accept	accept	VERB
ajeer-1177	94	46	.	.	PUNCT
ajeer-1177	95	1	moreover	moreover	ADV
ajeer-1177	95	2	,	,	PUNCT
ajeer-1177	95	3	one	one	NUM
ajeer-1177	95	4	general	general	ADJ
ajeer-1177	95	5	observation	observation	NOUN
ajeer-1177	95	6	from	from	ADP
ajeer-1177	95	7	these	these	DET
ajeer-1177	95	8	cross	cross	NOUN
ajeer-1177	95	9	-	-	NOUN
ajeer-1177	95	10	section	section	NOUN
ajeer-1177	95	11	and	and	CCONJ
ajeer-1177	95	12	time	time	NOUN
ajeer-1177	95	13	-	-	PUNCT
ajeer-1177	95	14	series	series	NOUN
ajeer-1177	95	15	papers	paper	NOUN
ajeer-1177	95	16	is	be	AUX
ajeer-1177	95	17	that	that	SCONJ
ajeer-1177	95	18	arguments	argument	NOUN
ajeer-1177	95	19	do	do	AUX
ajeer-1177	95	20	not	not	PART
ajeer-1177	95	21	only	only	ADV
ajeer-1177	95	22	arise	arise	VERB
ajeer-1177	95	23	between	between	ADP
ajeer-1177	95	24	them	they	PRON
ajeer-1177	95	25	but	but	CCONJ
ajeer-1177	95	26	also	also	ADV
ajeer-1177	95	27	within	within	ADP
ajeer-1177	95	28	them	they	PRON
ajeer-1177	95	29	.	.	PUNCT
ajeer-1177	96	1	as	as	SCONJ
ajeer-1177	96	2	can	can	AUX
ajeer-1177	96	3	be	be	AUX
ajeer-1177	96	4	seen	see	VERB
ajeer-1177	96	5	on	on	ADP
ajeer-1177	96	6	table	table	NOUN
ajeer-1177	96	7	12	12	NUM
ajeer-1177	96	8	and	and	CCONJ
ajeer-1177	96	9	table	table	NOUN
ajeer-1177	96	10	3	3	NUM
ajeer-1177	96	11	-	-	SYM
ajeer-1177	96	12	4	4	NUM
ajeer-1177	96	13	cross	cross	NOUN
ajeer-1177	96	14	-	-	NOUN
ajeer-1177	96	15	section	section	ADJ
ajeer-1177	96	16	and	and	CCONJ
ajeer-1177	96	17	timeseries	timeserie	NOUN
ajeer-1177	96	18	studies	study	NOUN
ajeer-1177	96	19	generally	generally	ADV
ajeer-1177	96	20	report	report	VERB
ajeer-1177	96	21	different	different	ADJ
ajeer-1177	96	22	estimates	estimate	NOUN
ajeer-1177	96	23	for	for	ADP
ajeer-1177	96	24	r&d	r&d	NOUN
ajeer-1177	96	25	,	,	PUNCT
ajeer-1177	96	26	which	which	PRON
ajeer-1177	96	27	also	also	ADV
ajeer-1177	96	28	leads	lead	VERB
ajeer-1177	96	29	to	to	ADP
ajeer-1177	96	30	another	another	DET
ajeer-1177	96	31	aspect	aspect	NOUN
ajeer-1177	96	32	of	of	ADP
ajeer-1177	96	33	inconclusive	inconclusive	ADJ
ajeer-1177	96	34	arguments	argument	NOUN
ajeer-1177	96	35	on	on	ADP
ajeer-1177	96	36	the	the	DET
ajeer-1177	96	37	exact	exact	ADJ
ajeer-1177	96	38	elasticity	elasticity	NOUN
ajeer-1177	96	39	of	of	ADP
ajeer-1177	96	40	productivity	productivity	NOUN
ajeer-1177	96	41	with	with	ADP
ajeer-1177	96	42	respect	respect	NOUN
ajeer-1177	96	43	to	to	ADP
ajeer-1177	96	44	r&d	r&d	NOUN
ajeer-1177	96	45	expenditure	expenditure	NOUN
ajeer-1177	96	46	.	.	PUNCT
ajeer-1177	97	1	3.3	3.3	NUM
ajeer-1177	97	2	.	.	PUNCT
ajeer-1177	98	1	arguments	argument	NOUN
ajeer-1177	98	2	from	from	ADP
ajeer-1177	98	3	panel	panel	NOUN
ajeer-1177	98	4	data	datum	NOUN
ajeer-1177	98	5	studies	study	NOUN
ajeer-1177	98	6	to	to	PART
ajeer-1177	98	7	settle	settle	VERB
ajeer-1177	98	8	these	these	DET
ajeer-1177	98	9	arguments	argument	NOUN
ajeer-1177	98	10	arising	arise	VERB
ajeer-1177	98	11	between	between	ADP
ajeer-1177	98	12	time	time	NOUN
ajeer-1177	98	13	-	-	PUNCT
ajeer-1177	98	14	series	series	NOUN
ajeer-1177	98	15	and	and	CCONJ
ajeer-1177	98	16	cross	cross	ADJ
ajeer-1177	98	17	-	-	ADJ
ajeer-1177	98	18	section	section	ADJ
ajeer-1177	98	19	studies	study	NOUN
ajeer-1177	98	20	,	,	PUNCT
ajeer-1177	98	21	the	the	DET
ajeer-1177	98	22	immerging	immerge	VERB
ajeer-1177	98	23	set	set	NOUN
ajeer-1177	98	24	of	of	ADP
ajeer-1177	98	25	papers	paper	NOUN
ajeer-1177	98	26	adopt	adopt	VERB
ajeer-1177	98	27	a	a	DET
ajeer-1177	98	28	broader	broad	ADJ
ajeer-1177	98	29	approach	approach	NOUN
ajeer-1177	98	30	.	.	PUNCT
ajeer-1177	99	1	these	these	DET
ajeer-1177	99	2	papers	paper	NOUN
ajeer-1177	99	3	are	be	AUX
ajeer-1177	99	4	those	those	PRON
ajeer-1177	99	5	which	which	PRON
ajeer-1177	99	6	try	try	VERB
ajeer-1177	99	7	to	to	PART
ajeer-1177	99	8	carry	carry	VERB
ajeer-1177	99	9	the	the	DET
ajeer-1177	99	10	two	two	NUM
ajeer-1177	99	11	dimensions	dimension	NOUN
ajeer-1177	99	12	of	of	ADP
ajeer-1177	99	13	studies	study	NOUN
ajeer-1177	99	14	(	(	PUNCT
ajeer-1177	99	15	time	time	NOUN
ajeer-1177	99	16	-	-	PUNCT
ajeer-1177	99	17	series	series	NOUN
ajeer-1177	99	18	and	and	CCONJ
ajeer-1177	99	19	cross	cross	NOUN
ajeer-1177	99	20	-	-	NOUN
ajeer-1177	99	21	section	section	NOUN
ajeer-1177	99	22	)	)	PUNCT
ajeer-1177	99	23	along	along	ADP
ajeer-1177	99	24	at	at	ADP
ajeer-1177	99	25	the	the	DET
ajeer-1177	99	26	same	same	ADJ
ajeer-1177	99	27	time	time	NOUN
ajeer-1177	99	28	during	during	ADP
ajeer-1177	99	29	econometric	econometric	ADJ
ajeer-1177	99	30	design	design	NOUN
ajeer-1177	99	31	.	.	PUNCT
ajeer-1177	100	1	these	these	DET
ajeer-1177	100	2	types	type	NOUN
ajeer-1177	100	3	of	of	ADP
ajeer-1177	100	4	studies	study	NOUN
ajeer-1177	100	5	are	be	AUX
ajeer-1177	100	6	generally	generally	ADV
ajeer-1177	100	7	referred	refer	VERB
ajeer-1177	100	8	to	to	ADP
ajeer-1177	100	9	as	as	SCONJ
ajeer-1177	100	10	panel	panel	NOUN
ajeer-1177	100	11	data	datum	NOUN
ajeer-1177	100	12	studies	study	NOUN
ajeer-1177	100	13	(	(	PUNCT
ajeer-1177	100	14	asteriou	asteriou	NOUN
ajeer-1177	100	15	and	and	CCONJ
ajeer-1177	100	16	hall	hall	NOUN
ajeer-1177	100	17	,	,	PUNCT
ajeer-1177	100	18	2011	2011	NUM
ajeer-1177	100	19	)	)	PUNCT
ajeer-1177	100	20	.	.	PUNCT
ajeer-1177	101	1	good	good	ADJ
ajeer-1177	101	2	examples	example	NOUN
ajeer-1177	101	3	of	of	ADP
ajeer-1177	101	4	such	such	ADJ
ajeer-1177	101	5	studies	study	NOUN
ajeer-1177	101	6	are	be	AUX
ajeer-1177	101	7	grossman	grossman	NOUN
ajeer-1177	101	8	and	and	CCONJ
ajeer-1177	101	9	helpman	helpman	NOUN
ajeer-1177	101	10	(	(	PUNCT
ajeer-1177	101	11	1991	1991	NUM
ajeer-1177	101	12	)	)	PUNCT
ajeer-1177	101	13	mcvicar	mcvicar	NOUN
ajeer-1177	101	14	(	(	PUNCT
ajeer-1177	101	15	2002	2002	NUM
ajeer-1177	101	16	)	)	PUNCT
ajeer-1177	101	17	and	and	CCONJ
ajeer-1177	101	18	kafouros	kafouro	NOUN
ajeer-1177	101	19	(	(	PUNCT
ajeer-1177	101	20	2008	2008	NUM
ajeer-1177	101	21	)	)	PUNCT
ajeer-1177	101	22	.	.	PUNCT
ajeer-1177	102	1	although	although	SCONJ
ajeer-1177	102	2	wakelin	wakelin	PROPN
ajeer-1177	102	3	(	(	PUNCT
ajeer-1177	102	4	2001	2001	NUM
ajeer-1177	102	5	)	)	PUNCT
ajeer-1177	102	6	and	and	CCONJ
ajeer-1177	102	7	higon	higon	PROPN
ajeer-1177	102	8	(	(	PUNCT
ajeer-1177	102	9	2007	2007	NUM
ajeer-1177	102	10	)	)	PUNCT
ajeer-1177	102	11	also	also	ADV
ajeer-1177	102	12	adopts	adopt	VERB
ajeer-1177	102	13	panel	panel	NOUN
ajeer-1177	102	14	data	datum	NOUN
ajeer-1177	102	15	but	but	CCONJ
ajeer-1177	102	16	as	as	SCONJ
ajeer-1177	102	17	stated	state	VERB
ajeer-1177	102	18	earlier	early	ADV
ajeer-1177	102	19	,	,	PUNCT
ajeer-1177	102	20	this	this	DET
ajeer-1177	102	21	present	present	ADJ
ajeer-1177	102	22	research	research	NOUN
ajeer-1177	102	23	is	be	AUX
ajeer-1177	102	24	neither	neither	CCONJ
ajeer-1177	102	25	interested	interested	ADJ
ajeer-1177	102	26	in	in	ADP
ajeer-1177	102	27	the	the	DET
ajeer-1177	102	28	rate	rate	NOUN
ajeer-1177	102	29	of	of	ADP
ajeer-1177	102	30	return	return	NOUN
ajeer-1177	102	31	studies	study	NOUN
ajeer-1177	102	32	nor	nor	CCONJ
ajeer-1177	102	33	interested	interested	ADJ
ajeer-1177	102	34	in	in	ADP
ajeer-1177	102	35	elasticity	elasticity	NOUN
ajeer-1177	102	36	studies	study	NOUN
ajeer-1177	102	37	solely	solely	ADV
ajeer-1177	102	38	based	base	VERB
ajeer-1177	102	39	on	on	ADP
ajeer-1177	102	40	spillover	spillover	NOUN
ajeer-1177	102	41	effects	effect	NOUN
ajeer-1177	102	42	,	,	PUNCT
ajeer-1177	102	43	which	which	PRON
ajeer-1177	102	44	those	those	DET
ajeer-1177	102	45	two	two	NUM
ajeer-1177	102	46	papers	paper	NOUN
ajeer-1177	102	47	study	study	VERB
ajeer-1177	102	48	.	.	PUNCT
ajeer-1177	103	1	thus	thus	ADV
ajeer-1177	103	2	,	,	PUNCT
ajeer-1177	103	3	close	close	ADJ
ajeer-1177	103	4	attention	attention	NOUN
ajeer-1177	103	5	is	be	AUX
ajeer-1177	103	6	only	only	ADV
ajeer-1177	103	7	given	give	VERB
ajeer-1177	103	8	to	to	ADP
ajeer-1177	103	9	grossman	grossman	NOUN
ajeer-1177	103	10	and	and	CCONJ
ajeer-1177	103	11	helpman	helpman	NOUN
ajeer-1177	103	12	(	(	PUNCT
ajeer-1177	103	13	1991	1991	NUM
ajeer-1177	103	14	)	)	PUNCT
ajeer-1177	103	15	mcvicar	mcvicar	NOUN
ajeer-1177	103	16	(	(	PUNCT
ajeer-1177	103	17	2002	2002	NUM
ajeer-1177	103	18	)	)	PUNCT
ajeer-1177	103	19	and	and	CCONJ
ajeer-1177	103	20	kafouros	kafouro	NOUN
ajeer-1177	103	21	(	(	PUNCT
ajeer-1177	103	22	2008	2008	NUM
ajeer-1177	103	23	)	)	PUNCT
ajeer-1177	103	24	which	which	PRON
ajeer-1177	103	25	study	study	VERB
ajeer-1177	103	26	direct	direct	ADJ
ajeer-1177	103	27	elasticity	elasticity	NOUN
ajeer-1177	103	28	of	of	ADP
ajeer-1177	103	29	private	private	ADJ
ajeer-1177	103	30	r&d	r&d	NOUN
ajeer-1177	103	31	for	for	ADP
ajeer-1177	103	32	the	the	DET
ajeer-1177	103	33	uk	uk	PROPN
ajeer-1177	103	34	.	.	PROPN
ajeer-1177	104	1	first	first	ADV
ajeer-1177	104	2	of	of	ADP
ajeer-1177	104	3	all	all	PRON
ajeer-1177	104	4	,	,	PUNCT
ajeer-1177	104	5	grossman	grossman	NOUN
ajeer-1177	104	6	and	and	CCONJ
ajeer-1177	104	7	helpman	helpman	NOUN
ajeer-1177	104	8	(	(	PUNCT
ajeer-1177	104	9	1991	1991	NUM
ajeer-1177	104	10	)	)	PUNCT
ajeer-1177	104	11	uses	use	VERB
ajeer-1177	104	12	panel	panel	NOUN
ajeer-1177	104	13	data	datum	NOUN
ajeer-1177	104	14	for	for	ADP
ajeer-1177	104	15	79	79	NUM
ajeer-1177	104	16	uk	uk	PROPN
ajeer-1177	104	17	industries	industry	NOUN
ajeer-1177	104	18	from	from	ADP
ajeer-1177	104	19	1976	1976	NUM
ajeer-1177	104	20	-	-	SYM
ajeer-1177	104	21	79	79	NUM
ajeer-1177	104	22	using	use	VERB
ajeer-1177	104	23	the	the	DET
ajeer-1177	104	24	fixed	fix	VERB
ajeer-1177	104	25	effects	effect	NOUN
ajeer-1177	104	26	model	model	NOUN
ajeer-1177	104	27	to	to	PART
ajeer-1177	104	28	estimate	estimate	VERB
ajeer-1177	104	29	r&d	r&d	NOUN
ajeer-1177	104	30	coefficient	coefficient	NOUN
ajeer-1177	104	31	of	of	ADP
ajeer-1177	104	32	0.015	0.015	NUM
ajeer-1177	104	33	.	.	PUNCT
ajeer-1177	105	1	on	on	ADP
ajeer-1177	105	2	the	the	DET
ajeer-1177	105	3	other	other	ADJ
ajeer-1177	105	4	hand	hand	NOUN
ajeer-1177	105	5	,	,	PUNCT
ajeer-1177	105	6	mcvicar	mcvicar	NOUN
ajeer-1177	105	7	(	(	PUNCT
ajeer-1177	105	8	2002	2002	NUM
ajeer-1177	105	9	)	)	PUNCT
ajeer-1177	105	10	uses	use	VERB
ajeer-1177	105	11	the	the	DET
ajeer-1177	105	12	same	same	ADJ
ajeer-1177	105	13	approach	approach	NOUN
ajeer-1177	105	14	but	but	CCONJ
ajeer-1177	105	15	with	with	ADP
ajeer-1177	105	16	different	different	ADJ
ajeer-1177	105	17	dataset	dataset	NOUN
ajeer-1177	105	18	for	for	ADP
ajeer-1177	105	19	7	7	NUM
ajeer-1177	105	20	industries	industry	NOUN
ajeer-1177	105	21	from	from	ADP
ajeer-1177	105	22	1973	1973	NUM
ajeer-1177	105	23	-	-	SYM
ajeer-1177	105	24	92	92	NUM
ajeer-1177	105	25	to	to	PART
ajeer-1177	105	26	report	report	VERB
ajeer-1177	105	27	same	same	ADJ
ajeer-1177	105	28	coefficient	coefficient	NOUN
ajeer-1177	105	29	of	of	ADP
ajeer-1177	105	30	0.015	0.015	NUM
ajeer-1177	105	31	.	.	PUNCT
ajeer-1177	106	1	although	although	SCONJ
ajeer-1177	106	2	a	a	DET
ajeer-1177	106	3	little	little	ADJ
ajeer-1177	106	4	higher	high	ADJ
ajeer-1177	106	5	asian	asian	ADJ
ajeer-1177	106	6	journal	journal	NOUN
ajeer-1177	106	7	of	of	ADP
ajeer-1177	106	8	economics	economic	NOUN
ajeer-1177	106	9	and	and	CCONJ
ajeer-1177	106	10	empirical	empirical	ADJ
ajeer-1177	106	11	research	research	NOUN
ajeer-1177	106	12	,	,	PUNCT
ajeer-1177	106	13	2019	2019	NUM
ajeer-1177	106	14	,	,	PUNCT
ajeer-1177	106	15	6(2	6(2	NUM
ajeer-1177	106	16	):	):	PUNCT
ajeer-1177	106	17	205	205	NUM
ajeer-1177	106	18	-	-	SYM
ajeer-1177	106	19	215	215	NUM
ajeer-1177	106	20	209	209	NUM
ajeer-1177	106	21	©	©	PROPN
ajeer-1177	106	22	2019	2019	NUM
ajeer-1177	106	23	by	by	ADP
ajeer-1177	106	24	the	the	DET
ajeer-1177	106	25	authors	author	NOUN
ajeer-1177	106	26	;	;	PUNCT
ajeer-1177	106	27	licensee	licensee	PROPN
ajeer-1177	106	28	asian	asian	ADJ
ajeer-1177	106	29	online	online	PROPN
ajeer-1177	106	30	journal	journal	PROPN
ajeer-1177	106	31	publishing	publishing	NOUN
ajeer-1177	106	32	group	group	PROPN
ajeer-1177	106	33	coefficient	coefficient	NOUN
ajeer-1177	106	34	was	be	AUX
ajeer-1177	106	35	rather	rather	ADV
ajeer-1177	106	36	found	find	VERB
ajeer-1177	106	37	in	in	ADP
ajeer-1177	106	38	kafouros	kafouro	NOUN
ajeer-1177	106	39	(	(	PUNCT
ajeer-1177	106	40	2008	2008	NUM
ajeer-1177	106	41	)	)	PUNCT
ajeer-1177	106	42	which	which	PRON
ajeer-1177	106	43	uses	use	VERB
ajeer-1177	106	44	dataset	dataset	NOUN
ajeer-1177	106	45	for	for	ADP
ajeer-1177	106	46	89	89	NUM
ajeer-1177	106	47	firms	firm	NOUN
ajeer-1177	106	48	between	between	ADP
ajeer-1177	106	49	1989	1989	NUM
ajeer-1177	106	50	and	and	CCONJ
ajeer-1177	106	51	2002	2002	NUM
ajeer-1177	106	52	,	,	PUNCT
ajeer-1177	106	53	also	also	ADV
ajeer-1177	106	54	adopting	adopt	VERB
ajeer-1177	106	55	the	the	DET
ajeer-1177	106	56	fixed	fix	VERB
ajeer-1177	106	57	-	-	PUNCT
ajeer-1177	106	58	effects	effect	NOUN
ajeer-1177	106	59	model	model	NOUN
ajeer-1177	106	60	and	and	CCONJ
ajeer-1177	106	61	finds	find	VERB
ajeer-1177	106	62	elasticity	elasticity	NOUN
ajeer-1177	106	63	estimate	estimate	NOUN
ajeer-1177	106	64	of	of	ADP
ajeer-1177	106	65	around	around	ADP
ajeer-1177	106	66	0.10	0.10	NUM
ajeer-1177	106	67	and	and	CCONJ
ajeer-1177	106	68	0.16	0.16	NUM
ajeer-1177	106	69	.	.	PUNCT
ajeer-1177	107	1	see	see	VERB
ajeer-1177	107	2	detail	detail	NOUN
ajeer-1177	107	3	of	of	ADP
ajeer-1177	107	4	papers	paper	NOUN
ajeer-1177	107	5	on	on	ADP
ajeer-1177	107	6	table	table	NOUN
ajeer-1177	107	7	5	5	NUM
ajeer-1177	107	8	:	:	PUNCT
ajeer-1177	107	9	table-5	table-5	PROPN
ajeer-1177	107	10	.	.	PUNCT
ajeer-1177	108	1	selected	select	VERB
ajeer-1177	108	2	elasticity	elasticity	NOUN
ajeer-1177	108	3	estimates	estimate	NOUN
ajeer-1177	108	4	of	of	ADP
ajeer-1177	108	5	private	private	ADJ
ajeer-1177	108	6	r&d	r&d	NOUN
ajeer-1177	108	7	from	from	ADP
ajeer-1177	108	8	panel	panel	NOUN
ajeer-1177	108	9	data	datum	NOUN
ajeer-1177	108	10	studies	study	NOUN
ajeer-1177	108	11	.	.	PUNCT
ajeer-1177	109	1	paper	paper	NOUN
ajeer-1177	109	2	country	country	NOUN
ajeer-1177	109	3	/	/	SYM
ajeer-1177	109	4	level	level	NOUN
ajeer-1177	109	5	data	datum	NOUN
ajeer-1177	109	6	approach	approach	NOUN
ajeer-1177	109	7	method/	method/	NUM
ajeer-1177	109	8	variables	variable	NOUN
ajeer-1177	109	9	r&d	r&d	NOUN
ajeer-1177	109	10	coefficient	coefficient	NOUN
ajeer-1177	109	11	geroski	geroski	ADJ
ajeer-1177	109	12	(	(	PUNCT
ajeer-1177	109	13	1991	1991	NUM
ajeer-1177	109	14	)	)	PUNCT
ajeer-1177	109	15	uk/	uk/	NOUN
ajeer-1177	109	16	industry	industry	NOUN
ajeer-1177	109	17	79	79	NUM
ajeer-1177	109	18	industries	industry	NOUN
ajeer-1177	109	19	from	from	ADP
ajeer-1177	109	20	1976	1976	NUM
ajeer-1177	109	21	-	-	SYM
ajeer-1177	109	22	79	79	NUM
ajeer-1177	109	23	cobb	cobb	PROPN
ajeer-1177	109	24	-	-	PUNCT
ajeer-1177	109	25	douglass	douglass	NOUN
ajeer-1177	109	26	production	production	NOUN
ajeer-1177	109	27	function	function	NOUN
ajeer-1177	109	28	fixed	fix	VERB
ajeer-1177	109	29	effects/	effects/	PROPN
ajeer-1177	109	30	lp	lp	PROPN
ajeer-1177	109	31	,	,	PUNCT
ajeer-1177	109	32	k	k	NOUN
ajeer-1177	109	33	,	,	PUNCT
ajeer-1177	109	34	r&d	r&d	NOUN
ajeer-1177	109	35	0.015	0.015	NUM
ajeer-1177	109	36	mcvicar	mcvicar	NOUN
ajeer-1177	109	37	(	(	PUNCT
ajeer-1177	109	38	2002	2002	NUM
ajeer-1177	109	39	)	)	PUNCT
ajeer-1177	109	40	uk/	uk/	NOUN
ajeer-1177	109	41	industry	industry	NOUN
ajeer-1177	109	42	7	7	NUM
ajeer-1177	109	43	industries	industry	NOUN
ajeer-1177	109	44	from	from	ADP
ajeer-1177	109	45	1973	1973	NUM
ajeer-1177	109	46	-	-	SYM
ajeer-1177	109	47	92	92	NUM
ajeer-1177	109	48	cobb	cobb	PROPN
ajeer-1177	109	49	-	-	PUNCT
ajeer-1177	109	50	douglass	douglass	NOUN
ajeer-1177	109	51	production	production	NOUN
ajeer-1177	109	52	function	function	NOUN
ajeer-1177	109	53	fixed	fix	VERB
ajeer-1177	109	54	effects/	effects/	NUM
ajeer-1177	109	55	tfp	tfp	PROPN
ajeer-1177	109	56	,	,	PUNCT
ajeer-1177	109	57	r&d	r&d	NOUN
ajeer-1177	109	58	0.015	0.015	NUM
ajeer-1177	109	59	cameron	cameron	PROPN
ajeer-1177	109	60	et	et	PROPN
ajeer-1177	109	61	al	al	PROPN
ajeer-1177	109	62	.	.	PROPN
ajeer-1177	110	1	(	(	PUNCT
ajeer-1177	110	2	2005	2005	NUM
ajeer-1177	110	3	)	)	PUNCT
ajeer-1177	110	4	uk/	uk/	NOUN
ajeer-1177	110	5	industry	industry	NOUN
ajeer-1177	110	6	13	13	NUM
ajeer-1177	110	7	manufacturing	manufacturing	NOUN
ajeer-1177	110	8	industries	industry	NOUN
ajeer-1177	110	9	from	from	ADP
ajeer-1177	110	10	1971–1992	1971–1992	NUM
ajeer-1177	110	11	cobb	cobb	PROPN
ajeer-1177	110	12	-	-	PUNCT
ajeer-1177	110	13	douglass	douglass	NOUN
ajeer-1177	110	14	production	production	NOUN
ajeer-1177	110	15	function	function	NOUN
ajeer-1177	110	16	ecm/	ecm/	PROPN
ajeer-1177	110	17	tfp	tfp	PROPN
ajeer-1177	110	18	,	,	PUNCT
ajeer-1177	110	19	r&d	r&d	PROPN
ajeer-1177	110	20	,	,	PUNCT
ajeer-1177	110	21	cu	cu	PROPN
ajeer-1177	110	22	,	,	PUNCT
ajeer-1177	110	23	controls	control	VERB
ajeer-1177	110	24	0.09	0.09	NUM
ajeer-1177	110	25	-	-	PUNCT
ajeer-1177	110	26	0.16	0.16	NUM
ajeer-1177	110	27	kafouros	kafouro	NOUN
ajeer-1177	110	28	(	(	PUNCT
ajeer-1177	110	29	2008	2008	NUM
ajeer-1177	110	30	)	)	PUNCT
ajeer-1177	110	31	uk/	uk/	NOUN
ajeer-1177	110	32	industry	industry	NOUN
ajeer-1177	110	33	89	89	NUM
ajeer-1177	110	34	firms	firm	NOUN
ajeer-1177	110	35	between	between	ADP
ajeer-1177	110	36	1989	1989	NUM
ajeer-1177	110	37	and	and	CCONJ
ajeer-1177	110	38	2002	2002	NUM
ajeer-1177	110	39	aggregated	aggregate	VERB
ajeer-1177	110	40	to	to	ADP
ajeer-1177	110	41	industry	industry	NOUN
ajeer-1177	110	42	level	level	NOUN
ajeer-1177	110	43	cobb	cobb	PROPN
ajeer-1177	110	44	-	-	PUNCT
ajeer-1177	110	45	douglass	douglass	NOUN
ajeer-1177	110	46	production	production	NOUN
ajeer-1177	110	47	function	function	NOUN
ajeer-1177	110	48	fixed	fix	VERB
ajeer-1177	110	49	effects/	effects/	NUM
ajeer-1177	110	50	output	output	NOUN
ajeer-1177	110	51	,	,	PUNCT
ajeer-1177	110	52	l	l	NOUN
ajeer-1177	110	53	,	,	PUNCT
ajeer-1177	110	54	k	k	NOUN
ajeer-1177	110	55	,	,	PUNCT
ajeer-1177	110	56	r&d	r&d	NOUN
ajeer-1177	110	57	0.10	0.10	NUM
ajeer-1177	110	58	-	-	SYM
ajeer-1177	110	59	0.16	0.16	NUM
ajeer-1177	110	60	as	as	SCONJ
ajeer-1177	110	61	seen	see	VERB
ajeer-1177	110	62	on	on	ADP
ajeer-1177	110	63	table	table	NOUN
ajeer-1177	110	64	5	5	NUM
ajeer-1177	110	65	,	,	PUNCT
ajeer-1177	110	66	it	it	PRON
ajeer-1177	110	67	can	can	AUX
ajeer-1177	110	68	be	be	AUX
ajeer-1177	110	69	observed	observe	VERB
ajeer-1177	110	70	that	that	SCONJ
ajeer-1177	110	71	these	these	DET
ajeer-1177	110	72	papers	paper	NOUN
ajeer-1177	110	73	provide	provide	VERB
ajeer-1177	110	74	support	support	NOUN
ajeer-1177	110	75	for	for	ADP
ajeer-1177	110	76	time	time	NOUN
ajeer-1177	110	77	-	-	PUNCT
ajeer-1177	110	78	series	series	NOUN
ajeer-1177	110	79	papers	paper	NOUN
ajeer-1177	110	80	which	which	PRON
ajeer-1177	110	81	are	be	AUX
ajeer-1177	110	82	presented	present	VERB
ajeer-1177	110	83	on	on	ADP
ajeer-1177	110	84	table	table	NOUN
ajeer-1177	110	85	3	3	NUM
ajeer-1177	110	86	-	-	SYM
ajeer-1177	110	87	4	4	NUM
ajeer-1177	110	88	by	by	ADP
ajeer-1177	110	89	reporting	report	VERB
ajeer-1177	110	90	small	small	ADJ
ajeer-1177	110	91	coefficients	coefficient	NOUN
ajeer-1177	110	92	for	for	ADP
ajeer-1177	110	93	r&d	r&d	NOUN
ajeer-1177	110	94	.	.	PUNCT
ajeer-1177	111	1	thus	thus	ADV
ajeer-1177	111	2	,	,	PUNCT
ajeer-1177	111	3	the	the	DET
ajeer-1177	111	4	areguments	aregument	NOUN
ajeer-1177	111	5	on	on	ADP
ajeer-1177	111	6	the	the	DET
ajeer-1177	111	7	size	size	NOUN
ajeer-1177	111	8	of	of	ADP
ajeer-1177	111	9	the	the	DET
ajeer-1177	111	10	impact	impact	NOUN
ajeer-1177	111	11	of	of	ADP
ajeer-1177	111	12	r&d	r&d	NOUN
ajeer-1177	111	13	on	on	ADP
ajeer-1177	111	14	productivity	productivity	NOUN
ajeer-1177	111	15	is	be	AUX
ajeer-1177	111	16	therefore	therefore	ADV
ajeer-1177	111	17	drifting	drift	VERB
ajeer-1177	111	18	in	in	ADP
ajeer-1177	111	19	favour	favour	NOUN
ajeer-1177	111	20	of	of	ADP
ajeer-1177	111	21	time	time	NOUN
ajeer-1177	111	22	-	-	PUNCT
ajeer-1177	111	23	series	series	NOUN
ajeer-1177	111	24	studies	study	NOUN
ajeer-1177	111	25	.	.	PUNCT
ajeer-1177	112	1	these	these	PRON
ajeer-1177	112	2	imply	imply	VERB
ajeer-1177	112	3	that	that	SCONJ
ajeer-1177	112	4	perhaps	perhaps	ADV
ajeer-1177	112	5	,	,	PUNCT
ajeer-1177	112	6	the	the	DET
ajeer-1177	112	7	impact	impact	NOUN
ajeer-1177	112	8	of	of	ADP
ajeer-1177	112	9	r&d	r&d	NOUN
ajeer-1177	112	10	on	on	ADP
ajeer-1177	112	11	productivity	productivity	NOUN
ajeer-1177	112	12	growth	growth	NOUN
ajeer-1177	112	13	is	be	AUX
ajeer-1177	112	14	not	not	PART
ajeer-1177	112	15	as	as	ADV
ajeer-1177	112	16	large	large	ADJ
ajeer-1177	112	17	as	as	ADP
ajeer-1177	112	18	cross	cross	ADJ
ajeer-1177	112	19	-	-	NOUN
ajeer-1177	112	20	section	section	ADJ
ajeer-1177	112	21	studies	study	NOUN
ajeer-1177	112	22	normally	normally	ADV
ajeer-1177	112	23	reports	report	VERB
ajeer-1177	112	24	.	.	PUNCT
ajeer-1177	113	1	nevertheless	nevertheless	ADV
ajeer-1177	113	2	,	,	PUNCT
ajeer-1177	113	3	this	this	DET
ajeer-1177	113	4	conclusion	conclusion	NOUN
ajeer-1177	113	5	can	can	AUX
ajeer-1177	113	6	not	not	PART
ajeer-1177	113	7	be	be	AUX
ajeer-1177	113	8	made	make	VERB
ajeer-1177	113	9	untill	untill	ADJ
ajeer-1177	113	10	there	there	PRON
ajeer-1177	113	11	is	be	VERB
ajeer-1177	113	12	a	a	DET
ajeer-1177	113	13	greater	great	ADJ
ajeer-1177	113	14	number	number	NOUN
ajeer-1177	113	15	of	of	ADP
ajeer-1177	113	16	panel	panel	NOUN
ajeer-1177	113	17	data	datum	NOUN
ajeer-1177	113	18	studies	study	NOUN
ajeer-1177	113	19	which	which	PRON
ajeer-1177	113	20	provide	provide	VERB
ajeer-1177	113	21	support	support	NOUN
ajeer-1177	113	22	for	for	ADP
ajeer-1177	113	23	small	small	ADJ
ajeer-1177	113	24	coefficient	coefficient	NOUN
ajeer-1177	113	25	,	,	PUNCT
ajeer-1177	113	26	which	which	PRON
ajeer-1177	113	27	is	be	AUX
ajeer-1177	113	28	why	why	SCONJ
ajeer-1177	113	29	the	the	DET
ajeer-1177	113	30	first	first	ADJ
ajeer-1177	113	31	research	research	NOUN
ajeer-1177	113	32	question	question	NOUN
ajeer-1177	113	33	for	for	ADP
ajeer-1177	113	34	this	this	DET
ajeer-1177	113	35	research	research	NOUN
ajeer-1177	113	36	is	be	AUX
ajeer-1177	113	37	highly	highly	ADV
ajeer-1177	113	38	important	important	ADJ
ajeer-1177	113	39	.	.	PUNCT
ajeer-1177	114	1	recall	recall	VERB
ajeer-1177	114	2	that	that	SCONJ
ajeer-1177	114	3	the	the	DET
ajeer-1177	114	4	first	first	ADJ
ajeer-1177	114	5	question	question	NOUN
ajeer-1177	114	6	seeks	seek	VERB
ajeer-1177	114	7	to	to	PART
ajeer-1177	114	8	know	know	VERB
ajeer-1177	114	9	the	the	DET
ajeer-1177	114	10	extent	extent	NOUN
ajeer-1177	114	11	of	of	ADP
ajeer-1177	114	12	the	the	DET
ajeer-1177	114	13	impact	impact	NOUN
ajeer-1177	114	14	of	of	ADP
ajeer-1177	114	15	r&d	r&d	NOUN
ajeer-1177	114	16	expenditure	expenditure	NOUN
ajeer-1177	114	17	on	on	ADP
ajeer-1177	114	18	productivity	productivity	NOUN
ajeer-1177	114	19	growth	growth	NOUN
ajeer-1177	114	20	.	.	PUNCT
ajeer-1177	115	1	furthermore	furthermore	ADV
ajeer-1177	115	2	,	,	PUNCT
ajeer-1177	115	3	there	there	PRON
ajeer-1177	115	4	is	be	VERB
ajeer-1177	115	5	an	an	DET
ajeer-1177	115	6	additional	additional	ADJ
ajeer-1177	115	7	interest	interest	NOUN
ajeer-1177	115	8	to	to	PART
ajeer-1177	115	9	also	also	ADV
ajeer-1177	115	10	carry	carry	VERB
ajeer-1177	115	11	out	out	ADP
ajeer-1177	115	12	individual	individual	ADJ
ajeer-1177	115	13	time	time	NOUN
ajeer-1177	115	14	-	-	PUNCT
ajeer-1177	115	15	series	series	NOUN
ajeer-1177	115	16	analysis	analysis	NOUN
ajeer-1177	115	17	for	for	ADP
ajeer-1177	115	18	the	the	DET
ajeer-1177	115	19	industries	industry	NOUN
ajeer-1177	115	20	in	in	ADP
ajeer-1177	115	21	the	the	DET
ajeer-1177	115	22	uk	uk	PROPN
ajeer-1177	115	23	manufacturing	manufacture	VERB
ajeer-1177	115	24	sector.this	sector.this	PRON
ajeer-1177	115	25	is	be	AUX
ajeer-1177	115	26	to	to	PART
ajeer-1177	115	27	get	get	VERB
ajeer-1177	115	28	a	a	DET
ajeer-1177	115	29	wider	wide	ADJ
ajeer-1177	115	30	understanding	understanding	NOUN
ajeer-1177	115	31	of	of	ADP
ajeer-1177	115	32	the	the	DET
ajeer-1177	115	33	nature	nature	NOUN
ajeer-1177	115	34	of	of	ADP
ajeer-1177	115	35	elasticity	elasticity	NOUN
ajeer-1177	115	36	of	of	ADP
ajeer-1177	115	37	productivity	productivity	NOUN
ajeer-1177	115	38	growth	growth	NOUN
ajeer-1177	115	39	with	with	ADP
ajeer-1177	115	40	respect	respect	NOUN
ajeer-1177	115	41	to	to	ADP
ajeer-1177	115	42	r&d	r&d	NOUN
ajeer-1177	115	43	expenditure	expenditure	NOUN
ajeer-1177	115	44	within	within	ADP
ajeer-1177	115	45	the	the	DET
ajeer-1177	115	46	industries	industry	NOUN
ajeer-1177	115	47	.	.	PUNCT
ajeer-1177	116	1	to	to	PART
ajeer-1177	116	2	address	address	VERB
ajeer-1177	116	3	this	this	PRON
ajeer-1177	116	4	,	,	PUNCT
ajeer-1177	116	5	there	there	PRON
ajeer-1177	116	6	is	be	VERB
ajeer-1177	116	7	a	a	DET
ajeer-1177	116	8	need	need	NOUN
ajeer-1177	116	9	to	to	PART
ajeer-1177	116	10	call	call	VERB
ajeer-1177	116	11	up	up	ADP
ajeer-1177	116	12	previous	previous	ADJ
ajeer-1177	116	13	papers	paper	NOUN
ajeer-1177	116	14	done	do	VERB
ajeer-1177	116	15	for	for	ADP
ajeer-1177	116	16	the	the	DET
ajeer-1177	116	17	uk	uk	PROPN
ajeer-1177	116	18	on	on	ADP
ajeer-1177	116	19	this	this	DET
ajeer-1177	116	20	context	context	NOUN
ajeer-1177	116	21	,	,	PUNCT
ajeer-1177	116	22	to	to	PART
ajeer-1177	116	23	understand	understand	VERB
ajeer-1177	116	24	what	what	PRON
ajeer-1177	116	25	is	be	AUX
ajeer-1177	116	26	already	already	ADV
ajeer-1177	116	27	going	go	VERB
ajeer-1177	116	28	on	on	ADP
ajeer-1177	116	29	in	in	ADP
ajeer-1177	116	30	these	these	DET
ajeer-1177	116	31	industries	industry	NOUN
ajeer-1177	116	32	.	.	PUNCT
ajeer-1177	117	1	3.4	3.4	NUM
ajeer-1177	117	2	.	.	PUNCT
ajeer-1177	117	3	conclusion	conclusion	NOUN
ajeer-1177	117	4	on	on	ADP
ajeer-1177	117	5	literature	literature	NOUN
ajeer-1177	117	6	review	review	NOUN
ajeer-1177	117	7	it	it	PRON
ajeer-1177	117	8	is	be	AUX
ajeer-1177	117	9	necessary	necessary	ADJ
ajeer-1177	117	10	to	to	PART
ajeer-1177	117	11	summarise	summarise	VERB
ajeer-1177	117	12	the	the	DET
ajeer-1177	117	13	arguments	argument	NOUN
ajeer-1177	117	14	after	after	ADP
ajeer-1177	117	15	an	an	DET
ajeer-1177	117	16	extensive	extensive	ADJ
ajeer-1177	117	17	critical	critical	ADJ
ajeer-1177	117	18	study	study	NOUN
ajeer-1177	117	19	of	of	ADP
ajeer-1177	117	20	various	various	ADJ
ajeer-1177	117	21	views	view	NOUN
ajeer-1177	117	22	of	of	ADP
ajeer-1177	117	23	authors	author	NOUN
ajeer-1177	117	24	on	on	ADP
ajeer-1177	117	25	this	this	DET
ajeer-1177	117	26	topic	topic	NOUN
ajeer-1177	117	27	.	.	PUNCT
ajeer-1177	118	1	firstly	firstly	ADV
ajeer-1177	118	2	,	,	PUNCT
ajeer-1177	118	3	studies	study	NOUN
ajeer-1177	118	4	on	on	ADP
ajeer-1177	118	5	this	this	DET
ajeer-1177	118	6	topic	topic	NOUN
ajeer-1177	118	7	have	have	AUX
ajeer-1177	118	8	either	either	CCONJ
ajeer-1177	118	9	used	use	VERB
ajeer-1177	118	10	error	error	NOUN
ajeer-1177	118	11	correction	correction	NOUN
ajeer-1177	118	12	model	model	NOUN
ajeer-1177	118	13	(	(	PUNCT
ajeer-1177	118	14	ecm	ecm	PROPN
ajeer-1177	118	15	)	)	PUNCT
ajeer-1177	118	16	,	,	PUNCT
ajeer-1177	118	17	ols	ol	NOUN
ajeer-1177	118	18	or	or	CCONJ
ajeer-1177	118	19	fixed	fix	VERB
ajeer-1177	118	20	effects	effect	NOUN
ajeer-1177	118	21	method	method	NOUN
ajeer-1177	118	22	for	for	ADP
ajeer-1177	118	23	their	their	PRON
ajeer-1177	118	24	research	research	NOUN
ajeer-1177	118	25	.	.	PUNCT
ajeer-1177	119	1	however	however	ADV
ajeer-1177	119	2	,	,	PUNCT
ajeer-1177	119	3	every	every	DET
ajeer-1177	119	4	paper	paper	NOUN
ajeer-1177	119	5	follows	follow	VERB
ajeer-1177	119	6	the	the	DET
ajeer-1177	119	7	extended	extended	ADJ
ajeer-1177	119	8	cobb	cobb	PROPN
ajeer-1177	119	9	-	-	PUNCT
ajeer-1177	119	10	douglas	douglas	PROPN
ajeer-1177	119	11	production	production	NOUN
ajeer-1177	119	12	function	function	NOUN
ajeer-1177	119	13	framework	framework	NOUN
ajeer-1177	119	14	.	.	PUNCT
ajeer-1177	120	1	those	those	PRON
ajeer-1177	120	2	which	which	PRON
ajeer-1177	120	3	study	study	VERB
ajeer-1177	120	4	time	time	NOUN
ajeer-1177	120	5	-	-	PUNCT
ajeer-1177	120	6	series	series	NOUN
ajeer-1177	120	7	and	and	CCONJ
ajeer-1177	120	8	cross	cross	ADJ
ajeer-1177	120	9	-	-	ADJ
ajeer-1177	120	10	section	section	ADJ
ajeer-1177	120	11	dimension	dimension	NOUN
ajeer-1177	120	12	generally	generally	ADV
ajeer-1177	120	13	apply	apply	VERB
ajeer-1177	120	14	ols	ol	NOUN
ajeer-1177	120	15	estimation	estimation	NOUN
ajeer-1177	120	16	,	,	PUNCT
ajeer-1177	120	17	while	while	SCONJ
ajeer-1177	120	18	those	those	PRON
ajeer-1177	120	19	which	which	PRON
ajeer-1177	120	20	use	use	VERB
ajeer-1177	120	21	panel	panel	NOUN
ajeer-1177	120	22	data	datum	NOUN
ajeer-1177	120	23	generally	generally	ADV
ajeer-1177	120	24	use	use	VERB
ajeer-1177	120	25	fixed	fix	VERB
ajeer-1177	120	26	effects	effect	NOUN
ajeer-1177	120	27	model	model	NOUN
ajeer-1177	120	28	or	or	CCONJ
ajeer-1177	120	29	ecm	ecm	NOUN
ajeer-1177	120	30	.	.	PUNCT
ajeer-1177	121	1	nevertheless	nevertheless	ADV
ajeer-1177	121	2	,	,	PUNCT
ajeer-1177	121	3	the	the	DET
ajeer-1177	121	4	general	general	ADJ
ajeer-1177	121	5	conclusion	conclusion	NOUN
ajeer-1177	121	6	is	be	AUX
ajeer-1177	121	7	that	that	SCONJ
ajeer-1177	121	8	r&d	r&d	NOUN
ajeer-1177	121	9	has	have	VERB
ajeer-1177	121	10	a	a	DET
ajeer-1177	121	11	positive	positive	ADJ
ajeer-1177	121	12	relationship	relationship	NOUN
ajeer-1177	121	13	with	with	ADP
ajeer-1177	121	14	productivity	productivity	NOUN
ajeer-1177	121	15	growth	growth	NOUN
ajeer-1177	121	16	at	at	ADP
ajeer-1177	121	17	all	all	DET
ajeer-1177	121	18	levels	level	NOUN
ajeer-1177	121	19	of	of	ADP
ajeer-1177	121	20	aggregation	aggregation	NOUN
ajeer-1177	121	21	,	,	PUNCT
ajeer-1177	121	22	which	which	PRON
ajeer-1177	121	23	confirms	confirm	VERB
ajeer-1177	121	24	the	the	DET
ajeer-1177	121	25	endogenous	endogenous	ADJ
ajeer-1177	121	26	growth	growth	NOUN
ajeer-1177	121	27	theory	theory	NOUN
ajeer-1177	121	28	.	.	PUNCT
ajeer-1177	122	1	nonetheless	nonetheless	ADV
ajeer-1177	122	2	,	,	PUNCT
ajeer-1177	122	3	the	the	DET
ajeer-1177	122	4	arguments	argument	NOUN
ajeer-1177	122	5	on	on	ADP
ajeer-1177	122	6	the	the	DET
ajeer-1177	122	7	exact	exact	ADJ
ajeer-1177	122	8	size	size	NOUN
ajeer-1177	122	9	of	of	ADP
ajeer-1177	122	10	r&d	r&d	NOUN
ajeer-1177	122	11	coefficient	coefficient	NOUN
ajeer-1177	122	12	is	be	AUX
ajeer-1177	122	13	still	still	ADV
ajeer-1177	122	14	inconclusive	inconclusive	ADJ
ajeer-1177	122	15	,	,	PUNCT
ajeer-1177	122	16	with	with	ADP
ajeer-1177	122	17	cross	cross	ADJ
ajeer-1177	122	18	-	-	ADJ
ajeer-1177	122	19	section	section	ADJ
ajeer-1177	122	20	studies	study	NOUN
ajeer-1177	122	21	arguing	argue	VERB
ajeer-1177	122	22	for	for	ADP
ajeer-1177	122	23	very	very	ADV
ajeer-1177	122	24	high	high	ADJ
ajeer-1177	122	25	coefficients	coefficient	NOUN
ajeer-1177	122	26	for	for	ADP
ajeer-1177	122	27	r&d	r&d	NOUN
ajeer-1177	122	28	expenditure	expenditure	NOUN
ajeer-1177	122	29	and	and	CCONJ
ajeer-1177	122	30	time	time	NOUN
ajeer-1177	122	31	-	-	PUNCT
ajeer-1177	122	32	series	series	NOUN
ajeer-1177	122	33	together	together	ADV
ajeer-1177	122	34	with	with	ADP
ajeer-1177	122	35	panel	panel	NOUN
ajeer-1177	122	36	data	datum	NOUN
ajeer-1177	122	37	studies	study	NOUN
ajeer-1177	122	38	arguing	argue	VERB
ajeer-1177	122	39	for	for	ADP
ajeer-1177	122	40	small	small	ADJ
ajeer-1177	122	41	coefficient	coefficient	NOUN
ajeer-1177	122	42	.	.	PUNCT
ajeer-1177	123	1	two	two	NUM
ajeer-1177	123	2	major	major	ADJ
ajeer-1177	123	3	gaps	gap	NOUN
ajeer-1177	123	4	identified	identify	VERB
ajeer-1177	123	5	in	in	ADP
ajeer-1177	123	6	this	this	DET
ajeer-1177	123	7	literature	literature	NOUN
ajeer-1177	123	8	which	which	PRON
ajeer-1177	123	9	needs	need	VERB
ajeer-1177	123	10	filling	fill	VERB
ajeer-1177	123	11	are	be	AUX
ajeer-1177	123	12	the	the	DET
ajeer-1177	123	13	minimal	minimal	ADJ
ajeer-1177	123	14	amount	amount	NOUN
ajeer-1177	123	15	of	of	ADP
ajeer-1177	123	16	panel	panel	NOUN
ajeer-1177	123	17	data	datum	NOUN
ajeer-1177	123	18	studies	study	NOUN
ajeer-1177	123	19	which	which	PRON
ajeer-1177	123	20	investigate	investigate	VERB
ajeer-1177	123	21	this	this	DET
ajeer-1177	123	22	specific	specific	ADJ
ajeer-1177	123	23	topic	topic	NOUN
ajeer-1177	123	24	to	to	PART
ajeer-1177	123	25	help	help	VERB
ajeer-1177	123	26	address	address	VERB
ajeer-1177	123	27	the	the	DET
ajeer-1177	123	28	problem	problem	NOUN
ajeer-1177	123	29	;	;	PUNCT
ajeer-1177	123	30	and	and	CCONJ
ajeer-1177	123	31	the	the	DET
ajeer-1177	123	32	time	time	NOUN
ajeer-1177	123	33	lag	lag	VERB
ajeer-1177	123	34	since	since	SCONJ
ajeer-1177	123	35	the	the	DET
ajeer-1177	123	36	last	last	ADJ
ajeer-1177	123	37	research	research	NOUN
ajeer-1177	123	38	was	be	AUX
ajeer-1177	123	39	done	do	VERB
ajeer-1177	123	40	for	for	ADP
ajeer-1177	123	41	the	the	DET
ajeer-1177	123	42	uk	uk	PROPN
ajeer-1177	123	43	using	use	VERB
ajeer-1177	123	44	panel	panel	NOUN
ajeer-1177	123	45	data	datum	NOUN
ajeer-1177	123	46	.	.	PUNCT
ajeer-1177	124	1	as	as	SCONJ
ajeer-1177	124	2	observed	observe	VERB
ajeer-1177	124	3	in	in	ADP
ajeer-1177	124	4	the	the	DET
ajeer-1177	124	5	study	study	NOUN
ajeer-1177	124	6	,	,	PUNCT
ajeer-1177	124	7	the	the	DET
ajeer-1177	124	8	most	most	ADV
ajeer-1177	124	9	recent	recent	ADJ
ajeer-1177	124	10	panel	panel	NOUN
ajeer-1177	124	11	data	datum	NOUN
ajeer-1177	124	12	paper	paper	NOUN
ajeer-1177	124	13	for	for	ADP
ajeer-1177	124	14	the	the	DET
ajeer-1177	124	15	uk	uk	PROPN
ajeer-1177	124	16	is	be	AUX
ajeer-1177	124	17	kafouros	kafouro	NOUN
ajeer-1177	124	18	(	(	PUNCT
ajeer-1177	124	19	2008	2008	NUM
ajeer-1177	124	20	)	)	PUNCT
ajeer-1177	124	21	whose	whose	DET
ajeer-1177	124	22	observation	observation	NOUN
ajeer-1177	124	23	period	period	NOUN
ajeer-1177	124	24	ended	end	VERB
ajeer-1177	124	25	in	in	ADP
ajeer-1177	124	26	2002	2002	NUM
ajeer-1177	124	27	.	.	PUNCT
ajeer-1177	125	1	therefore	therefore	ADV
ajeer-1177	125	2	,	,	PUNCT
ajeer-1177	125	3	between	between	ADP
ajeer-1177	125	4	2002	2002	NUM
ajeer-1177	125	5	and	and	CCONJ
ajeer-1177	125	6	2015	2015	NUM
ajeer-1177	125	7	,	,	PUNCT
ajeer-1177	125	8	economic	economic	ADJ
ajeer-1177	125	9	events	event	NOUN
ajeer-1177	125	10	like	like	ADP
ajeer-1177	125	11	the	the	DET
ajeer-1177	125	12	2008	2008	NUM
ajeer-1177	125	13	financial	financial	ADJ
ajeer-1177	125	14	crisis	crisis	NOUN
ajeer-1177	125	15	would	would	AUX
ajeer-1177	125	16	have	have	AUX
ajeer-1177	125	17	impacted	impact	VERB
ajeer-1177	125	18	on	on	ADP
ajeer-1177	125	19	the	the	DET
ajeer-1177	125	20	nature	nature	NOUN
ajeer-1177	125	21	of	of	ADP
ajeer-1177	125	22	the	the	DET
ajeer-1177	125	23	relationship	relationship	NOUN
ajeer-1177	125	24	between	between	ADP
ajeer-1177	125	25	r&d	r&d	NOUN
ajeer-1177	125	26	expenditure	expenditure	NOUN
ajeer-1177	125	27	and	and	CCONJ
ajeer-1177	125	28	productivity	productivity	NOUN
ajeer-1177	125	29	growth	growth	NOUN
ajeer-1177	125	30	in	in	ADP
ajeer-1177	125	31	the	the	DET
ajeer-1177	125	32	uk	uk	PROPN
ajeer-1177	125	33	manufacturing	manufacturing	NOUN
ajeer-1177	125	34	industries	industry	NOUN
ajeer-1177	125	35	.	.	PUNCT
ajeer-1177	126	1	4	4	X
ajeer-1177	126	2	.	.	X
ajeer-1177	126	3	methodology	methodology	NOUN
ajeer-1177	126	4	and	and	CCONJ
ajeer-1177	126	5	data	datum	NOUN
ajeer-1177	126	6	4.1	4.1	NUM
ajeer-1177	126	7	.	.	PUNCT
ajeer-1177	126	8	data	data	VERB
ajeer-1177	126	9	the	the	DET
ajeer-1177	126	10	data	datum	NOUN
ajeer-1177	126	11	for	for	ADP
ajeer-1177	126	12	this	this	DET
ajeer-1177	126	13	research	research	NOUN
ajeer-1177	126	14	were	be	AUX
ajeer-1177	126	15	chosen	choose	VERB
ajeer-1177	126	16	to	to	PART
ajeer-1177	126	17	be	be	AUX
ajeer-1177	126	18	consistent	consistent	ADJ
ajeer-1177	126	19	with	with	ADP
ajeer-1177	126	20	the	the	DET
ajeer-1177	126	21	data	datum	NOUN
ajeer-1177	126	22	needed	need	VERB
ajeer-1177	126	23	to	to	PART
ajeer-1177	126	24	successfully	successfully	ADV
ajeer-1177	126	25	estimate	estimate	VERB
ajeer-1177	126	26	the	the	DET
ajeer-1177	126	27	cobbdouglas	cobbdouglas	PROPN
ajeer-1177	126	28	production	production	NOUN
ajeer-1177	126	29	function	function	NOUN
ajeer-1177	126	30	for	for	ADP
ajeer-1177	126	31	the	the	DET
ajeer-1177	126	32	uk	uk	PROPN
ajeer-1177	126	33	manufacturing	manufacturing	NOUN
ajeer-1177	126	34	industries	industry	NOUN
ajeer-1177	126	35	.	.	PUNCT
ajeer-1177	127	1	the	the	DET
ajeer-1177	127	2	data	datum	NOUN
ajeer-1177	127	3	used	use	VERB
ajeer-1177	127	4	throughout	throughout	ADP
ajeer-1177	127	5	this	this	DET
ajeer-1177	127	6	study	study	NOUN
ajeer-1177	127	7	is	be	AUX
ajeer-1177	127	8	obtained	obtain	VERB
ajeer-1177	127	9	from	from	ADP
ajeer-1177	127	10	office	office	NOUN
ajeer-1177	127	11	for	for	ADP
ajeer-1177	127	12	national	national	ADJ
ajeer-1177	127	13	statistics	statistics	PROPN
ajeer-1177	127	14	website	website	NOUN
ajeer-1177	127	15	which	which	PRON
ajeer-1177	127	16	supplies	supply	VERB
ajeer-1177	127	17	data	datum	NOUN
ajeer-1177	127	18	to	to	ADP
ajeer-1177	127	19	eurostat1	eurostat1	PROPN
ajeer-1177	127	20	.	.	PUNCT
ajeer-1177	128	1	they	they	PRON
ajeer-1177	128	2	include	include	VERB
ajeer-1177	128	3	,	,	PUNCT
ajeer-1177	128	4	number	number	NOUN
ajeer-1177	128	5	of	of	ADP
ajeer-1177	128	6	employees	employee	NOUN
ajeer-1177	128	7	by	by	ADP
ajeer-1177	128	8	industry	industry	NOUN
ajeer-1177	128	9	,	,	PUNCT
ajeer-1177	128	10	net	net	ADJ
ajeer-1177	128	11	physical	physical	ADJ
ajeer-1177	128	12	capital	capital	NOUN
ajeer-1177	128	13	by	by	ADP
ajeer-1177	128	14	industry	industry	NOUN
ajeer-1177	128	15	in	in	ADP
ajeer-1177	128	16	chained	chain	VERB
ajeer-1177	128	17	volume	volume	NOUN
ajeer-1177	128	18	measure	measure	NOUN
ajeer-1177	128	19	(	(	PUNCT
ajeer-1177	128	20	cvm	cvm	NOUN
ajeer-1177	128	21	)	)	PUNCT
ajeer-1177	128	22	and	and	CCONJ
ajeer-1177	128	23	output	output	NOUN
ajeer-1177	128	24	measured	measure	VERB
ajeer-1177	128	25	in	in	ADP
ajeer-1177	128	26	gross	gross	ADJ
ajeer-1177	128	27	value	value	NOUN
ajeer-1177	128	28	added	add	VERB
ajeer-1177	128	29	(	(	PUNCT
ajeer-1177	128	30	gva	gva	PROPN
ajeer-1177	128	31	)	)	PUNCT
ajeer-1177	128	32	by	by	ADP
ajeer-1177	128	33	industry	industry	NOUN
ajeer-1177	128	34	also	also	ADV
ajeer-1177	128	35	in	in	ADP
ajeer-1177	128	36	cvm	cvm	PROPN
ajeer-1177	128	37	.	.	PUNCT
ajeer-1177	129	1	gva	gva	PROPN
ajeer-1177	129	2	is	be	AUX
ajeer-1177	129	3	simply	simply	ADV
ajeer-1177	129	4	calculated	calculate	VERB
ajeer-1177	129	5	by	by	ADP
ajeer-1177	129	6	subtracting	subtract	VERB
ajeer-1177	129	7	the	the	DET
ajeer-1177	129	8	consumption	consumption	NOUN
ajeer-1177	129	9	of	of	ADP
ajeer-1177	129	10	intermediate	intermediate	ADJ
ajeer-1177	129	11	inputs2	inputs2	NOUN
ajeer-1177	129	12	from	from	ADP
ajeer-1177	129	13	the	the	DET
ajeer-1177	129	14	output	output	NOUN
ajeer-1177	129	15	,	,	PUNCT
ajeer-1177	129	16	which	which	PRON
ajeer-1177	129	17	was	be	AUX
ajeer-1177	129	18	calculated	calculate	VERB
ajeer-1177	129	19	by	by	ADP
ajeer-1177	129	20	office	office	NOUN
ajeer-1177	129	21	for	for	ADP
ajeer-1177	129	22	national	national	ADJ
ajeer-1177	129	23	statistics	statistic	NOUN
ajeer-1177	129	24	(	(	PUNCT
ajeer-1177	129	25	statistical	statistical	ADJ
ajeer-1177	129	26	,	,	PUNCT
ajeer-1177	129	27	2015	2015	NUM
ajeer-1177	129	28	)	)	PUNCT
ajeer-1177	129	29	.	.	PUNCT
ajeer-1177	130	1	the	the	DET
ajeer-1177	130	2	choice	choice	NOUN
ajeer-1177	130	3	of	of	ADP
ajeer-1177	130	4	using	use	VERB
ajeer-1177	130	5	net	net	ADJ
ajeer-1177	130	6	physical	physical	ADJ
ajeer-1177	130	7	capital	capital	NOUN
ajeer-1177	130	8	over	over	ADP
ajeer-1177	130	9	gross	gross	ADJ
ajeer-1177	130	10	physical	physical	ADJ
ajeer-1177	130	11	capital	capital	NOUN
ajeer-1177	130	12	is	be	AUX
ajeer-1177	130	13	because	because	SCONJ
ajeer-1177	130	14	in	in	ADP
ajeer-1177	130	15	calculating	calculate	VERB
ajeer-1177	130	16	net	net	ADJ
ajeer-1177	130	17	physical	physical	ADJ
ajeer-1177	130	18	capital	capital	NOUN
ajeer-1177	130	19	,	,	PUNCT
ajeer-1177	130	20	yearly	yearly	ADJ
ajeer-1177	130	21	depreciation	depreciation	NOUN
ajeer-1177	130	22	as	as	ADP
ajeer-1177	130	23	a	a	DET
ajeer-1177	130	24	result	result	NOUN
ajeer-1177	130	25	of	of	ADP
ajeer-1177	130	26	wear	wear	NOUN
ajeer-1177	130	27	and	and	CCONJ
ajeer-1177	130	28	tear	tear	NOUN
ajeer-1177	130	29	is	be	AUX
ajeer-1177	130	30	subtracted	subtract	VERB
ajeer-1177	130	31	from	from	ADP
ajeer-1177	130	32	the	the	DET
ajeer-1177	130	33	actual	actual	ADJ
ajeer-1177	130	34	value	value	NOUN
ajeer-1177	130	35	thus	thus	ADV
ajeer-1177	130	36	,	,	PUNCT
ajeer-1177	130	37	reflecting	reflect	VERB
ajeer-1177	130	38	the	the	DET
ajeer-1177	130	39	yearly	yearly	ADJ
ajeer-1177	130	40	worth	worth	NOUN
ajeer-1177	130	41	of	of	ADP
ajeer-1177	130	42	the	the	DET
ajeer-1177	130	43	assets	asset	NOUN
ajeer-1177	130	44	(	(	PUNCT
ajeer-1177	130	45	statistical	statistical	ADJ
ajeer-1177	130	46	,	,	PUNCT
ajeer-1177	130	47	2015	2015	NUM
ajeer-1177	130	48	)	)	PUNCT
ajeer-1177	130	49	.	.	PUNCT
ajeer-1177	131	1	additionally	additionally	ADV
ajeer-1177	131	2	,	,	PUNCT
ajeer-1177	131	3	the	the	DET
ajeer-1177	131	4	data	datum	NOUN
ajeer-1177	131	5	for	for	ADP
ajeer-1177	131	6	r&d	r&d	NOUN
ajeer-1177	131	7	expenditure	expenditure	NOUN
ajeer-1177	131	8	(	(	PUNCT
ajeer-1177	131	9	which	which	DET
ajeer-1177	131	10	proxies	proxy	NOUN
ajeer-1177	131	11	’	’	PART
ajeer-1177	131	12	knowledge	knowledge	NOUN
ajeer-1177	131	13	gain	gain	NOUN
ajeer-1177	131	14	from	from	ADP
ajeer-1177	131	15	innovation	innovation	NOUN
ajeer-1177	131	16	)	)	PUNCT
ajeer-1177	131	17	is	be	AUX
ajeer-1177	131	18	also	also	ADV
ajeer-1177	131	19	obtained	obtain	VERB
ajeer-1177	131	20	from	from	ADP
ajeer-1177	131	21	ons	ons	PROPN
ajeer-1177	131	22	as	as	ADP
ajeer-1177	131	23	net	net	ADJ
ajeer-1177	131	24	r&d	r&d	NOUN
ajeer-1177	131	25	stock	stock	NOUN
ajeer-1177	131	26	in	in	ADP
ajeer-1177	131	27	cvm	cvm	PROPN
ajeer-1177	131	28	.	.	PUNCT
ajeer-1177	132	1	many	many	ADJ
ajeer-1177	132	2	papers	paper	NOUN
ajeer-1177	132	3	argue	argue	VERB
ajeer-1177	132	4	that	that	SCONJ
ajeer-1177	132	5	r&d	r&d	NOUN
ajeer-1177	132	6	has	have	VERB
ajeer-1177	132	7	some	some	DET
ajeer-1177	132	8	depreciation3	depreciation3	NOUN
ajeer-1177	132	9	.	.	PUNCT
ajeer-1177	133	1	some	some	DET
ajeer-1177	133	2	authors	author	NOUN
ajeer-1177	133	3	use	use	VERB
ajeer-1177	133	4	10	10	NUM
ajeer-1177	133	5	%	%	NOUN
ajeer-1177	133	6	and	and	CCONJ
ajeer-1177	133	7	some	some	PRON
ajeer-1177	133	8	use	use	VERB
ajeer-1177	133	9	15	15	NUM
ajeer-1177	133	10	%	%	NOUN
ajeer-1177	133	11	but	but	CCONJ
ajeer-1177	133	12	hall	hall	NOUN
ajeer-1177	133	13	and	and	CCONJ
ajeer-1177	133	14	mairesse	mairesse	NOUN
ajeer-1177	133	15	(	(	PUNCT
ajeer-1177	133	16	1995	1995	NUM
ajeer-1177	133	17	)	)	PUNCT
ajeer-1177	133	18	argue	argue	VERB
ajeer-1177	133	19	that	that	SCONJ
ajeer-1177	133	20	this	this	PRON
ajeer-1177	133	21	has	have	VERB
ajeer-1177	133	22	negligible	negligible	ADJ
ajeer-1177	133	23	impact	impact	NOUN
ajeer-1177	133	24	on	on	ADP
ajeer-1177	133	25	estimates	estimate	NOUN
ajeer-1177	133	26	.	.	PUNCT
ajeer-1177	134	1	nevertheless	nevertheless	ADV
ajeer-1177	134	2	,	,	PUNCT
ajeer-1177	134	3	we	we	PRON
ajeer-1177	134	4	also	also	ADV
ajeer-1177	134	5	resort	resort	VERB
ajeer-1177	134	6	to	to	ADP
ajeer-1177	134	7	net	net	ADJ
ajeer-1177	134	8	r&d	r&d	NOUN
ajeer-1177	134	9	data	datum	NOUN
ajeer-1177	134	10	,	,	PUNCT
ajeer-1177	134	11	depreciated	depreciate	VERB
ajeer-1177	134	12	by	by	ADP
ajeer-1177	134	13	ons	ons	PROPN
ajeer-1177	134	14	.	.	PUNCT
ajeer-1177	135	1	see	see	VERB
ajeer-1177	135	2	table	table	NOUN
ajeer-1177	135	3	6	6	NUM
ajeer-1177	135	4	for	for	ADP
ajeer-1177	135	5	the	the	DET
ajeer-1177	135	6	industries	industry	NOUN
ajeer-1177	135	7	of	of	ADP
ajeer-1177	135	8	interest	interest	NOUN
ajeer-1177	135	9	.	.	PUNCT
ajeer-1177	136	1	nevertheless	nevertheless	ADV
ajeer-1177	136	2	,	,	PUNCT
ajeer-1177	136	3	because	because	SCONJ
ajeer-1177	136	4	the	the	DET
ajeer-1177	136	5	actual	actual	ADJ
ajeer-1177	136	6	share	share	NOUN
ajeer-1177	136	7	of	of	ADP
ajeer-1177	136	8	labour	labour	NOUN
ajeer-1177	136	9	and	and	CCONJ
ajeer-1177	136	10	capital	capital	NOUN
ajeer-1177	136	11	inputs	input	NOUN
ajeer-1177	136	12	in	in	ADP
ajeer-1177	136	13	total	total	ADJ
ajeer-1177	136	14	1eurostat	1eurostat	NUM
ajeer-1177	136	15	is	be	AUX
ajeer-1177	136	16	the	the	DET
ajeer-1177	136	17	statistical	statistical	ADJ
ajeer-1177	136	18	office	office	NOUN
ajeer-1177	136	19	of	of	ADP
ajeer-1177	136	20	the	the	DET
ajeer-1177	136	21	european	european	PROPN
ajeer-1177	136	22	union	union	PROPN
ajeer-1177	136	23	situated	situate	VERB
ajeer-1177	136	24	in	in	ADP
ajeer-1177	136	25	luxembourg	luxembourg	PROPN
ajeer-1177	136	26	.	.	PUNCT
ajeer-1177	137	1	its	its	PRON
ajeer-1177	137	2	task	task	NOUN
ajeer-1177	137	3	is	be	AUX
ajeer-1177	137	4	to	to	PART
ajeer-1177	137	5	provide	provide	VERB
ajeer-1177	137	6	the	the	DET
ajeer-1177	137	7	european	european	PROPN
ajeer-1177	137	8	union	union	PROPN
ajeer-1177	137	9	with	with	ADP
ajeer-1177	137	10	statistics	statistic	NOUN
ajeer-1177	137	11	at	at	ADP
ajeer-1177	137	12	european	european	ADJ
ajeer-1177	137	13	level	level	NOUN
ajeer-1177	137	14	that	that	PRON
ajeer-1177	137	15	enable	enable	VERB
ajeer-1177	137	16	comparisons	comparison	NOUN
ajeer-1177	137	17	between	between	ADP
ajeer-1177	137	18	countries	country	NOUN
ajeer-1177	137	19	and	and	CCONJ
ajeer-1177	137	20	regions	region	NOUN
ajeer-1177	137	21	eurostat	eurostat	X
ajeer-1177	137	22	(	(	PUNCT
ajeer-1177	137	23	2015	2015	NUM
ajeer-1177	137	24	)	)	PUNCT
ajeer-1177	137	25	.	.	PUNCT
ajeer-1177	138	1	2	2	NUM
ajeer-1177	138	2	intermediate	intermediate	ADJ
ajeer-1177	138	3	consumption	consumption	NOUN
ajeer-1177	138	4	consists	consist	VERB
ajeer-1177	138	5	of	of	ADP
ajeer-1177	138	6	the	the	DET
ajeer-1177	138	7	value	value	NOUN
ajeer-1177	138	8	of	of	ADP
ajeer-1177	138	9	those	those	DET
ajeer-1177	138	10	goods	good	NOUN
ajeer-1177	138	11	and	and	CCONJ
ajeer-1177	138	12	services	service	NOUN
ajeer-1177	138	13	consumed	consume	VERB
ajeer-1177	138	14	as	as	ADP
ajeer-1177	138	15	inputs	input	NOUN
ajeer-1177	138	16	by	by	ADP
ajeer-1177	138	17	the	the	DET
ajeer-1177	138	18	process	process	NOUN
ajeer-1177	138	19	of	of	ADP
ajeer-1177	138	20	production	production	NOUN
ajeer-1177	138	21	,	,	PUNCT
ajeer-1177	138	22	excluding	exclude	VERB
ajeer-1177	138	23	fixed	fix	VERB
ajeer-1177	138	24	assets	asset	NOUN
ajeer-1177	138	25	whose	whose	DET
ajeer-1177	138	26	consumption	consumption	NOUN
ajeer-1177	138	27	are	be	AUX
ajeer-1177	138	28	recorded	record	VERB
ajeer-1177	138	29	as	as	ADP
ajeer-1177	138	30	the	the	DET
ajeer-1177	138	31	consumption	consumption	NOUN
ajeer-1177	138	32	of	of	ADP
ajeer-1177	138	33	fixed	fix	VERB
ajeer-1177	138	34	capita	capita	NOUN
ajeer-1177	138	35	statistical	statistical	ADJ
ajeer-1177	138	36	(	(	PUNCT
ajeer-1177	138	37	2015	2015	NUM
ajeer-1177	138	38	)	)	PUNCT
ajeer-1177	138	39	.	.	PUNCT
ajeer-1177	139	1	3	3	NUM
ajeer-1177	139	2	the	the	DET
ajeer-1177	139	3	premise	premise	NOUN
ajeer-1177	139	4	for	for	ADP
ajeer-1177	139	5	their	their	PRON
ajeer-1177	139	6	argument	argument	NOUN
ajeer-1177	139	7	is	be	AUX
ajeer-1177	139	8	based	base	VERB
ajeer-1177	139	9	on	on	ADP
ajeer-1177	139	10	the	the	DET
ajeer-1177	139	11	fact	fact	NOUN
ajeer-1177	139	12	that	that	SCONJ
ajeer-1177	139	13	knowledge	knowledge	NOUN
ajeer-1177	139	14	gain	gain	NOUN
ajeer-1177	139	15	from	from	ADP
ajeer-1177	139	16	r&d	r&d	NOUN
ajeer-1177	139	17	becomes	become	VERB
ajeer-1177	139	18	obsolete	obsolete	ADJ
ajeer-1177	139	19	at	at	ADP
ajeer-1177	139	20	some	some	DET
ajeer-1177	139	21	point	point	NOUN
ajeer-1177	139	22	in	in	ADP
ajeer-1177	139	23	time	time	NOUN
ajeer-1177	139	24	or	or	CCONJ
ajeer-1177	139	25	new	new	ADJ
ajeer-1177	139	26	inventions	invention	NOUN
ajeer-1177	139	27	are	be	AUX
ajeer-1177	139	28	made	make	VERB
ajeer-1177	139	29	to	to	PART
ajeer-1177	139	30	replace	replace	VERB
ajeer-1177	139	31	the	the	DET
ajeer-1177	139	32	old	old	ADJ
ajeer-1177	139	33	ones	one	NOUN
ajeer-1177	139	34	.	.	PUNCT
ajeer-1177	140	1	thus	thus	ADV
ajeer-1177	140	2	,	,	PUNCT
ajeer-1177	140	3	it	it	PRON
ajeer-1177	140	4	becomes	become	VERB
ajeer-1177	140	5	appropriate	appropriate	ADJ
ajeer-1177	140	6	to	to	PART
ajeer-1177	140	7	subtract	subtract	VERB
ajeer-1177	140	8	a	a	DET
ajeer-1177	140	9	certain	certain	ADJ
ajeer-1177	140	10	depreciation	depreciation	NOUN
ajeer-1177	140	11	rate	rate	NOUN
ajeer-1177	140	12	from	from	ADP
ajeer-1177	140	13	the	the	DET
ajeer-1177	140	14	r&d	r&d	NOUN
ajeer-1177	140	15	data	datum	NOUN
ajeer-1177	140	16	.	.	PUNCT
ajeer-1177	141	1	asian	asian	ADJ
ajeer-1177	141	2	journal	journal	PROPN
ajeer-1177	141	3	of	of	ADP
ajeer-1177	141	4	economics	economic	NOUN
ajeer-1177	141	5	and	and	CCONJ
ajeer-1177	141	6	empirical	empirical	ADJ
ajeer-1177	141	7	research	research	NOUN
ajeer-1177	141	8	,	,	PUNCT
ajeer-1177	141	9	2019	2019	NUM
ajeer-1177	141	10	,	,	PUNCT
ajeer-1177	141	11	6(2	6(2	NUM
ajeer-1177	141	12	):	):	PUNCT
ajeer-1177	141	13	205	205	NUM
ajeer-1177	141	14	-	-	SYM
ajeer-1177	141	15	215	215	NUM
ajeer-1177	141	16	210	210	NUM
ajeer-1177	141	17	©	©	ADP
ajeer-1177	141	18	2019	2019	NUM
ajeer-1177	141	19	by	by	ADP
ajeer-1177	141	20	the	the	DET
ajeer-1177	141	21	authors	author	NOUN
ajeer-1177	141	22	;	;	PUNCT
ajeer-1177	141	23	licensee	licensee	PROPN
ajeer-1177	141	24	asian	asian	ADJ
ajeer-1177	141	25	online	online	PROPN
ajeer-1177	141	26	journal	journal	PROPN
ajeer-1177	141	27	publishing	publishing	NOUN
ajeer-1177	141	28	group	group	NOUN
ajeer-1177	141	29	cost	cost	NOUN
ajeer-1177	141	30	for	for	ADP
ajeer-1177	141	31	r&d	r&d	NOUN
ajeer-1177	141	32	is	be	AUX
ajeer-1177	141	33	not	not	PART
ajeer-1177	141	34	found	find	VERB
ajeer-1177	141	35	,	,	PUNCT
ajeer-1177	141	36	the	the	DET
ajeer-1177	141	37	double	double	ADJ
ajeer-1177	141	38	counting	counting	NOUN
ajeer-1177	141	39	problem	problem	NOUN
ajeer-1177	141	40	emphasised	emphasise	VERB
ajeer-1177	141	41	in	in	ADP
ajeer-1177	141	42	hall	hall	NOUN
ajeer-1177	141	43	and	and	CCONJ
ajeer-1177	141	44	mairesse	mairesse	NOUN
ajeer-1177	141	45	(	(	PUNCT
ajeer-1177	141	46	1995	1995	NUM
ajeer-1177	141	47	)	)	PUNCT
ajeer-1177	141	48	is	be	AUX
ajeer-1177	141	49	not	not	PART
ajeer-1177	141	50	corrected	correct	VERB
ajeer-1177	141	51	in	in	ADP
ajeer-1177	141	52	r&d	r&d	NOUN
ajeer-1177	141	53	data	datum	NOUN
ajeer-1177	141	54	.	.	PUNCT
ajeer-1177	142	1	table-6	table-6	PROPN
ajeer-1177	142	2	.	.	PUNCT
ajeer-1177	143	1	the	the	DET
ajeer-1177	143	2	13	13	NUM
ajeer-1177	143	3	broad	broad	ADJ
ajeer-1177	143	4	uk	uk	PROPN
ajeer-1177	143	5	manufacturing	manufacture	VERB
ajeer-1177	143	6	industry	industry	NOUN
ajeer-1177	143	7	classifications	classification	NOUN
ajeer-1177	143	8	as	as	SCONJ
ajeer-1177	143	9	defined	define	VERB
ajeer-1177	143	10	by	by	ADP
ajeer-1177	143	11	ons	ons	PROPN
ajeer-1177	143	12	(	(	PUNCT
ajeer-1177	143	13	2015	2015	NUM
ajeer-1177	143	14	)	)	PUNCT
ajeer-1177	143	15	.	.	PUNCT
ajeer-1177	144	1	tabulation	tabulation	NOUN
ajeer-1177	144	2	of	of	ADP
ajeer-1177	144	3	industry	industry	NOUN
ajeer-1177	144	4	sic_code	sic_code	X
ajeer-1177	144	5	sample	sample	NOUN
ajeer-1177	144	6	:	:	PUNCT
ajeer-1177	144	7	1997	1997	NUM
ajeer-1177	144	8	2014	2014	NUM
ajeer-1177	144	9	included	include	VERB
ajeer-1177	144	10	observations	observation	NOUN
ajeer-1177	144	11	:	:	PUNCT
ajeer-1177	144	12	234	234	NUM
ajeer-1177	144	13	number	number	NOUN
ajeer-1177	144	14	of	of	ADP
ajeer-1177	144	15	categories	category	NOUN
ajeer-1177	144	16	:	:	PUNCT
ajeer-1177	144	17	13	13	NUM
ajeer-1177	144	18	sic	sic	ADJ
ajeer-1177	144	19	code	code	NOUN
ajeer-1177	144	20	count	count	NOUN
ajeer-1177	144	21	title	title	NOUN
ajeer-1177	144	22	c10t12	c10t12	VERB
ajeer-1177	144	23	18	18	NUM
ajeer-1177	144	24	manufacturing	manufacturing	NOUN
ajeer-1177	144	25	food	food	NOUN
ajeer-1177	144	26	products	product	NOUN
ajeer-1177	144	27	,	,	PUNCT
ajeer-1177	144	28	beverages	beverage	NOUN
ajeer-1177	144	29	and	and	CCONJ
ajeer-1177	144	30	tobacco	tobacco	NOUN
ajeer-1177	144	31	c13t15	c13t15	PROPN
ajeer-1177	144	32	18	18	NUM
ajeer-1177	144	33	manufacture	manufacture	NOUN
ajeer-1177	144	34	of	of	ADP
ajeer-1177	144	35	textiles	textile	NOUN
ajeer-1177	144	36	,	,	PUNCT
ajeer-1177	144	37	wearing	wear	VERB
ajeer-1177	144	38	apparel	apparel	NOUN
ajeer-1177	144	39	,	,	PUNCT
ajeer-1177	144	40	leather	leather	NOUN
ajeer-1177	144	41	and	and	CCONJ
ajeer-1177	144	42	leather	leather	NOUN
ajeer-1177	144	43	products	product	NOUN
ajeer-1177	144	44	c16t18	c16t18	NOUN
ajeer-1177	144	45	18	18	NUM
ajeer-1177	144	46	manufacture	manufacture	NOUN
ajeer-1177	144	47	of	of	ADP
ajeer-1177	144	48	wood	wood	NOUN
ajeer-1177	144	49	and	and	CCONJ
ajeer-1177	144	50	paper	paper	NOUN
ajeer-1177	144	51	products	product	NOUN
ajeer-1177	144	52	,	,	PUNCT
ajeer-1177	144	53	and	and	CCONJ
ajeer-1177	144	54	printing	print	VERB
ajeer-1177	144	55	c19	c19	NOUN
ajeer-1177	144	56	18	18	NUM
ajeer-1177	144	57	manufacture	manufacture	NOUN
ajeer-1177	144	58	of	of	ADP
ajeer-1177	144	59	coke	coke	PROPN
ajeer-1177	144	60	and	and	CCONJ
ajeer-1177	144	61	refined	refined	ADJ
ajeer-1177	144	62	petroleum	petroleum	NOUN
ajeer-1177	144	63	products	product	NOUN
ajeer-1177	144	64	c20	c20	NOUN
ajeer-1177	144	65	18	18	NUM
ajeer-1177	144	66	manufacture	manufacture	NOUN
ajeer-1177	144	67	of	of	ADP
ajeer-1177	144	68	chemicals	chemical	NOUN
ajeer-1177	144	69	and	and	CCONJ
ajeer-1177	144	70	chemical	chemical	NOUN
ajeer-1177	144	71	products	product	NOUN
ajeer-1177	144	72	c21	c21	NOUN
ajeer-1177	144	73	18	18	NUM
ajeer-1177	144	74	manufacture	manufacture	NOUN
ajeer-1177	144	75	of	of	ADP
ajeer-1177	144	76	basic	basic	ADJ
ajeer-1177	144	77	pharmaceutical	pharmaceutical	ADJ
ajeer-1177	144	78	products	product	NOUN
ajeer-1177	144	79	and	and	CCONJ
ajeer-1177	144	80	pharmaceutical	pharmaceutical	NOUN
ajeer-1177	144	81	preparations	preparation	NOUN
ajeer-1177	144	82	c22_23	c22_23	VERB
ajeer-1177	144	83	18	18	NUM
ajeer-1177	144	84	manufacture	manufacture	NOUN
ajeer-1177	144	85	of	of	ADP
ajeer-1177	144	86	rubber	rubber	NOUN
ajeer-1177	144	87	and	and	CCONJ
ajeer-1177	144	88	plastics	plastic	NOUN
ajeer-1177	144	89	products	product	NOUN
ajeer-1177	144	90	,	,	PUNCT
ajeer-1177	144	91	and	and	CCONJ
ajeer-1177	144	92	other	other	ADJ
ajeer-1177	144	93	non	non	ADJ
ajeer-1177	144	94	-	-	ADJ
ajeer-1177	144	95	metallic	metallic	ADJ
ajeer-1177	144	96	mineral	mineral	NOUN
ajeer-1177	144	97	c24_25	c24_25	VERB
ajeer-1177	144	98	18	18	NUM
ajeer-1177	144	99	manufacture	manufacture	NOUN
ajeer-1177	144	100	of	of	ADP
ajeer-1177	144	101	basic	basic	ADJ
ajeer-1177	144	102	metals	metal	NOUN
ajeer-1177	144	103	and	and	CCONJ
ajeer-1177	144	104	fabricated	fabricate	VERB
ajeer-1177	144	105	metal	metal	NOUN
ajeer-1177	144	106	products	product	NOUN
ajeer-1177	144	107	,	,	PUNCT
ajeer-1177	144	108	except	except	SCONJ
ajeer-1177	144	109	machinery	machinery	NOUN
ajeer-1177	144	110	and	and	CCONJ
ajeer-1177	144	111	equipment	equipment	NOUN
ajeer-1177	144	112	c26	c26	NOUN
ajeer-1177	144	113	18	18	NUM
ajeer-1177	144	114	manufacture	manufacture	NOUN
ajeer-1177	144	115	of	of	ADP
ajeer-1177	144	116	computer	computer	NOUN
ajeer-1177	144	117	,	,	PUNCT
ajeer-1177	144	118	electronic	electronic	ADJ
ajeer-1177	144	119	and	and	CCONJ
ajeer-1177	144	120	optical	optical	ADJ
ajeer-1177	144	121	products	product	NOUN
ajeer-1177	144	122	c27	c27	NOUN
ajeer-1177	144	123	18	18	NUM
ajeer-1177	144	124	manufacture	manufacture	NOUN
ajeer-1177	144	125	of	of	ADP
ajeer-1177	144	126	electrical	electrical	ADJ
ajeer-1177	144	127	equipment	equipment	NOUN
ajeer-1177	144	128	c28	c28	NOUN
ajeer-1177	144	129	18	18	NUM
ajeer-1177	144	130	manufacture	manufacture	NOUN
ajeer-1177	144	131	of	of	ADP
ajeer-1177	144	132	machinery	machinery	NOUN
ajeer-1177	144	133	and	and	CCONJ
ajeer-1177	144	134	equipment	equipment	NOUN
ajeer-1177	144	135	n.e.c	n.e.c	ADJ
ajeer-1177	144	136	.	.	PUNCT
ajeer-1177	145	1	c29_30	c29_30	PROPN
ajeer-1177	145	2	18	18	NUM
ajeer-1177	145	3	manufacture	manufacture	NOUN
ajeer-1177	145	4	of	of	ADP
ajeer-1177	145	5	transport	transport	NOUN
ajeer-1177	145	6	equipment	equipment	NOUN
ajeer-1177	145	7	c31t33	c31t33	NOUN
ajeer-1177	145	8	18	18	NUM
ajeer-1177	145	9	manufacture	manufacture	NOUN
ajeer-1177	145	10	of	of	ADP
ajeer-1177	145	11	furniture	furniture	NOUN
ajeer-1177	145	12	;	;	PUNCT
ajeer-1177	145	13	other	other	ADJ
ajeer-1177	145	14	manufacturing	manufacturing	NOUN
ajeer-1177	145	15	;	;	PUNCT
ajeer-1177	145	16	repair	repair	NOUN
ajeer-1177	145	17	and	and	CCONJ
ajeer-1177	145	18	installation	installation	NOUN
ajeer-1177	145	19	of	of	ADP
ajeer-1177	145	20	machinery	machinery	NOUN
ajeer-1177	145	21	and	and	CCONJ
ajeer-1177	145	22	equipment	equipment	NOUN
ajeer-1177	145	23	total	total	NOUN
ajeer-1177	145	24	234	234	NUM
ajeer-1177	145	25	table-7	table-7	NUM
ajeer-1177	145	26	.	.	PUNCT
ajeer-1177	146	1	descriptive	descriptive	ADJ
ajeer-1177	146	2	statistics	statistic	NOUN
ajeer-1177	146	3	.	.	PUNCT
ajeer-1177	147	1	sample	sample	NOUN
ajeer-1177	147	2	:	:	PUNCT
ajeer-1177	147	3	1997	1997	NUM
ajeer-1177	147	4	2014	2014	NUM
ajeer-1177	147	5	dlnq	dlnq	NOUN
ajeer-1177	147	6	/	/	SYM
ajeer-1177	147	7	l	l	PROPN
ajeer-1177	147	8	dlnrd	dlnrd	NOUN
ajeer-1177	147	9	dlnk	dlnk	ADJ
ajeer-1177	147	10	mean	mean	NOUN
ajeer-1177	147	11	0.004964	0.004964	NUM
ajeer-1177	147	12	-0.004790	-0.004790	NOUN
ajeer-1177	147	13	-0.005385	-0.005385	NOUN
ajeer-1177	148	1	median	median	NOUN
ajeer-1177	148	2	0.005835	0.005835	NUM
ajeer-1177	148	3	-0.005362	-0.005362	NOUN
ajeer-1177	148	4	-0.007517	-0.007517	NOUN
ajeer-1177	148	5	maximum	maximum	NOUN
ajeer-1177	148	6	0.053280	0.053280	NUM
ajeer-1177	148	7	0.182322	0.182322	NUM
ajeer-1177	148	8	0.394096	0.394096	NUM
ajeer-1177	148	9	minimum	minimum	ADJ
ajeer-1177	148	10	-0.064515	-0.064515	NOUN
ajeer-1177	148	11	-0.234401	-0.234401	NOUN
ajeer-1177	148	12	-0.059976	-0.059976	PROPN
ajeer-1177	149	1	std	std	PROPN
ajeer-1177	149	2	.	.	PUNCT
ajeer-1177	149	3	dev	dev	PROPN
ajeer-1177	149	4	.	.	PROPN
ajeer-1177	150	1	0.014609	0.014609	NUM
ajeer-1177	150	2	0.048597	0.048597	NUM
ajeer-1177	150	3	0.038481	0.038481	NUM
ajeer-1177	150	4	skewness	skewness	NOUN
ajeer-1177	150	5	-0.877042	-0.877042	NOUN
ajeer-1177	150	6	-0.033505	-0.033505	PROPN
ajeer-1177	151	1	5.274432	5.274432	NUM
ajeer-1177	151	2	kurtosis	kurtosis	VERB
ajeer-1177	151	3	6.629870	6.629870	NUM
ajeer-1177	151	4	6.641905	6.641905	NUM
ajeer-1177	151	5	54.07541	54.07541	NUM
ajeer-1177	151	6	jarque	jarque	NOUN
ajeer-1177	151	7	-	-	PUNCT
ajeer-1177	151	8	bera	bera	NOUN
ajeer-1177	151	9	149.6609	149.6609	NUM
ajeer-1177	151	10	122.1758	122.1758	NUM
ajeer-1177	151	11	25046.45	25046.45	NUM
ajeer-1177	151	12	probability	probability	NOUN
ajeer-1177	151	13	0.000000	0.000000	NUM
ajeer-1177	151	14	0.000000	0.000000	NUM
ajeer-1177	151	15	0.000000	0.000000	NUM
ajeer-1177	151	16	sum	sum	VERB
ajeer-1177	151	17	1.097058	1.097058	NUM
ajeer-1177	151	18	-1.058538	-1.058538	NOUN
ajeer-1177	151	19	-1.190118	-1.190118	PROPN
ajeer-1177	151	20	sum	sum	PROPN
ajeer-1177	151	21	sq	sq	PROPN
ajeer-1177	151	22	.	.	PROPN
ajeer-1177	151	23	dev	dev	PROPN
ajeer-1177	151	24	.	.	PUNCT
ajeer-1177	152	1	0.046955	0.046955	NUM
ajeer-1177	152	2	0.519577	0.519577	NUM
ajeer-1177	152	3	0.325780	0.325780	NUM
ajeer-1177	152	4	observations	observation	NOUN
ajeer-1177	152	5	221	221	NUM
ajeer-1177	152	6	221	221	NUM
ajeer-1177	152	7	221	221	NUM
ajeer-1177	152	8	from	from	ADP
ajeer-1177	152	9	the	the	DET
ajeer-1177	152	10	negative	negative	ADJ
ajeer-1177	152	11	skewness	skewness	NOUN
ajeer-1177	152	12	of	of	ADP
ajeer-1177	152	13	labour	labour	PROPN
ajeer-1177	152	14	productivity	productivity	NOUN
ajeer-1177	152	15	and	and	CCONJ
ajeer-1177	152	16	r&d	r&d	NOUN
ajeer-1177	152	17	expenditure	expenditure	NOUN
ajeer-1177	152	18	in	in	ADP
ajeer-1177	152	19	table	table	NOUN
ajeer-1177	152	20	7	7	NUM
ajeer-1177	152	21	,	,	PUNCT
ajeer-1177	152	22	it	it	PRON
ajeer-1177	152	23	is	be	AUX
ajeer-1177	152	24	obvious	obvious	ADJ
ajeer-1177	152	25	that	that	SCONJ
ajeer-1177	152	26	there	there	PRON
ajeer-1177	152	27	are	be	VERB
ajeer-1177	152	28	few	few	ADJ
ajeer-1177	152	29	industries	industry	NOUN
ajeer-1177	152	30	with	with	ADP
ajeer-1177	152	31	high	high	ADJ
ajeer-1177	152	32	growth	growth	NOUN
ajeer-1177	152	33	in	in	ADP
ajeer-1177	152	34	productivity	productivity	NOUN
ajeer-1177	152	35	and	and	CCONJ
ajeer-1177	152	36	r&d	r&d	NOUN
ajeer-1177	152	37	expenditure	expenditure	NOUN
ajeer-1177	152	38	over	over	ADP
ajeer-1177	152	39	time	time	NOUN
ajeer-1177	152	40	.	.	PUNCT
ajeer-1177	153	1	it	it	PRON
ajeer-1177	153	2	is	be	AUX
ajeer-1177	153	3	an	an	DET
ajeer-1177	153	4	expectation	expectation	NOUN
ajeer-1177	153	5	that	that	SCONJ
ajeer-1177	153	6	such	such	ADJ
ajeer-1177	153	7	industries	industry	NOUN
ajeer-1177	153	8	possessing	possess	VERB
ajeer-1177	153	9	high	high	ADJ
ajeer-1177	153	10	productivity	productivity	NOUN
ajeer-1177	153	11	growth	growth	NOUN
ajeer-1177	153	12	would	would	AUX
ajeer-1177	153	13	have	have	AUX
ajeer-1177	153	14	invested	invest	VERB
ajeer-1177	153	15	heavily	heavily	ADV
ajeer-1177	153	16	in	in	ADP
ajeer-1177	153	17	r&d	r&d	PROPN
ajeer-1177	153	18	(	(	PUNCT
ajeer-1177	153	19	kafouros	kafouro	NOUN
ajeer-1177	153	20	,	,	PUNCT
ajeer-1177	153	21	2005	2005	NUM
ajeer-1177	153	22	)	)	PUNCT
ajeer-1177	153	23	.	.	PUNCT
ajeer-1177	154	1	again	again	ADV
ajeer-1177	154	2	,	,	PUNCT
ajeer-1177	154	3	the	the	DET
ajeer-1177	154	4	mean	mean	ADJ
ajeer-1177	154	5	value	value	NOUN
ajeer-1177	154	6	for	for	ADP
ajeer-1177	154	7	r&d	r&d	NOUN
ajeer-1177	154	8	expenditure	expenditure	NOUN
ajeer-1177	154	9	is	be	AUX
ajeer-1177	154	10	negative	negative	ADJ
ajeer-1177	154	11	,	,	PUNCT
ajeer-1177	154	12	further	far	ADV
ajeer-1177	154	13	indicating	indicate	VERB
ajeer-1177	154	14	that	that	SCONJ
ajeer-1177	154	15	growth	growth	NOUN
ajeer-1177	154	16	in	in	ADP
ajeer-1177	154	17	r&d	r&d	NOUN
ajeer-1177	154	18	expenditure	expenditure	NOUN
ajeer-1177	154	19	has	have	AUX
ajeer-1177	154	20	been	be	AUX
ajeer-1177	154	21	slower	slow	ADJ
ajeer-1177	154	22	in	in	ADP
ajeer-1177	154	23	most	most	ADJ
ajeer-1177	154	24	industries	industry	NOUN
ajeer-1177	154	25	than	than	ADP
ajeer-1177	154	26	the	the	DET
ajeer-1177	154	27	rest	rest	NOUN
ajeer-1177	154	28	over	over	ADP
ajeer-1177	154	29	time	time	NOUN
ajeer-1177	154	30	.	.	PUNCT
ajeer-1177	155	1	with	with	ADP
ajeer-1177	155	2	these	these	DET
ajeer-1177	155	3	insights	insight	NOUN
ajeer-1177	155	4	,	,	PUNCT
ajeer-1177	155	5	it	it	PRON
ajeer-1177	155	6	is	be	AUX
ajeer-1177	155	7	certain	certain	ADJ
ajeer-1177	155	8	that	that	SCONJ
ajeer-1177	155	9	our	our	PRON
ajeer-1177	155	10	data	datum	NOUN
ajeer-1177	155	11	does	do	AUX
ajeer-1177	155	12	not	not	PART
ajeer-1177	155	13	follow	follow	VERB
ajeer-1177	155	14	normal	normal	ADJ
ajeer-1177	155	15	distribution	distribution	NOUN
ajeer-1177	155	16	.	.	PUNCT
ajeer-1177	156	1	that	that	PRON
ajeer-1177	156	2	is	is	ADV
ajeer-1177	156	3	,	,	PUNCT
ajeer-1177	156	4	skewness	skewness	NOUN
ajeer-1177	156	5	is	be	AUX
ajeer-1177	156	6	less	less	ADJ
ajeer-1177	156	7	than	than	ADP
ajeer-1177	156	8	zero	zero	NUM
ajeer-1177	156	9	,	,	PUNCT
ajeer-1177	156	10	kurtosis	kurtosis	NOUN
ajeer-1177	156	11	is	be	AUX
ajeer-1177	156	12	greater	great	ADJ
ajeer-1177	156	13	than	than	ADP
ajeer-1177	156	14	3	3	NUM
ajeer-1177	156	15	and	and	CCONJ
ajeer-1177	156	16	probability	probability	NOUN
ajeer-1177	156	17	is	be	AUX
ajeer-1177	156	18	significant	significant	ADJ
ajeer-1177	156	19	at	at	ADP
ajeer-1177	156	20	0.05	0.05	NUM
ajeer-1177	156	21	thus	thus	ADV
ajeer-1177	156	22	,	,	PUNCT
ajeer-1177	156	23	regression	regression	NOUN
ajeer-1177	156	24	results	result	NOUN
ajeer-1177	156	25	are	be	AUX
ajeer-1177	156	26	likely	likely	ADJ
ajeer-1177	156	27	not	not	PART
ajeer-1177	156	28	to	to	PART
ajeer-1177	156	29	show	show	VERB
ajeer-1177	156	30	the	the	DET
ajeer-1177	156	31	true	true	ADJ
ajeer-1177	156	32	picture	picture	NOUN
ajeer-1177	156	33	(	(	PUNCT
ajeer-1177	156	34	gujarati	gujarati	NOUN
ajeer-1177	156	35	and	and	CCONJ
ajeer-1177	156	36	porter	porter	NOUN
ajeer-1177	156	37	,	,	PUNCT
ajeer-1177	156	38	2010	2010	NUM
ajeer-1177	156	39	)	)	PUNCT
ajeer-1177	156	40	.	.	PUNCT
ajeer-1177	157	1	however	however	ADV
ajeer-1177	157	2	,	,	PUNCT
ajeer-1177	157	3	the	the	DET
ajeer-1177	157	4	central	central	ADJ
ajeer-1177	157	5	limit	limit	NOUN
ajeer-1177	157	6	theorem	theorem	VERB
ajeer-1177	157	7	still	still	ADV
ajeer-1177	157	8	permits	permit	VERB
ajeer-1177	157	9	the	the	DET
ajeer-1177	157	10	use	use	NOUN
ajeer-1177	157	11	of	of	ADP
ajeer-1177	157	12	the	the	DET
ajeer-1177	157	13	data	datum	NOUN
ajeer-1177	157	14	even	even	ADV
ajeer-1177	157	15	when	when	SCONJ
ajeer-1177	157	16	they	they	PRON
ajeer-1177	157	17	are	be	AUX
ajeer-1177	157	18	not	not	PART
ajeer-1177	157	19	normally	normally	ADV
ajeer-1177	157	20	distributed	distribute	VERB
ajeer-1177	157	21	as	as	ADP
ajeer-1177	157	22	normal	normal	ADJ
ajeer-1177	157	23	distribution	distribution	NOUN
ajeer-1177	157	24	depends	depend	VERB
ajeer-1177	157	25	on	on	ADP
ajeer-1177	157	26	the	the	DET
ajeer-1177	157	27	type	type	NOUN
ajeer-1177	157	28	of	of	ADP
ajeer-1177	157	29	sample	sample	NOUN
ajeer-1177	157	30	one	one	NUM
ajeer-1177	157	31	obtains	obtain	NOUN
ajeer-1177	157	32	(	(	PUNCT
ajeer-1177	157	33	gujarati	gujarati	NOUN
ajeer-1177	157	34	and	and	CCONJ
ajeer-1177	157	35	porter	porter	NOUN
ajeer-1177	157	36	,	,	PUNCT
ajeer-1177	157	37	2010	2010	NUM
ajeer-1177	157	38	)	)	PUNCT
ajeer-1177	157	39	.	.	PUNCT
ajeer-1177	158	1	table-8	table-8	NOUN
ajeer-1177	158	2	.	.	PUNCT
ajeer-1177	159	1	correlations	correlation	NOUN
ajeer-1177	159	2	table	table	NOUN
ajeer-1177	159	3	.	.	PUNCT
ajeer-1177	160	1	variables	variables	PROPN
ajeer-1177	160	2	dlnq	dlnq	PROPN
ajeer-1177	160	3	/	/	SYM
ajeer-1177	160	4	l	l	PROPN
ajeer-1177	160	5	dlnrd	dlnrd	PROPN
ajeer-1177	160	6	dlnk	dlnk	PROPN
ajeer-1177	160	7	dlnq	dlnq	PROPN
ajeer-1177	160	8	/	/	SYM
ajeer-1177	160	9	l	l	PROPN
ajeer-1177	160	10	1.000000	1.000000	NUM
ajeer-1177	160	11	0.097032	0.097032	NUM
ajeer-1177	160	12	0.031428	0.031428	NUM
ajeer-1177	160	13	dlnrd	dlnrd	NOUN
ajeer-1177	160	14	0.097032	0.097032	NUM
ajeer-1177	160	15	1.000000	1.000000	NUM
ajeer-1177	160	16	0.350891	0.350891	NUM
ajeer-1177	160	17	dlnk	dlnk	NOUN
ajeer-1177	160	18	0.031428	0.031428	NUM
ajeer-1177	160	19	0.350891	0.350891	NUM
ajeer-1177	160	20	1.000000	1.000000	NUM
ajeer-1177	160	21	as	as	SCONJ
ajeer-1177	160	22	seen	see	VERB
ajeer-1177	160	23	on	on	ADP
ajeer-1177	160	24	table	table	NOUN
ajeer-1177	160	25	8	8	NUM
ajeer-1177	160	26	,	,	PUNCT
ajeer-1177	160	27	the	the	PRON
ajeer-1177	160	28	correlations	correlation	NOUN
ajeer-1177	160	29	analysis	analysis	NOUN
ajeer-1177	160	30	show	show	VERB
ajeer-1177	160	31	that	that	SCONJ
ajeer-1177	160	32	growth	growth	NOUN
ajeer-1177	160	33	in	in	ADP
ajeer-1177	160	34	r&d	r&d	NOUN
ajeer-1177	160	35	expenditure	expenditure	NOUN
ajeer-1177	160	36	is	be	AUX
ajeer-1177	160	37	positively	positively	ADV
ajeer-1177	160	38	correlated	correlate	VERB
ajeer-1177	160	39	with	with	ADP
ajeer-1177	160	40	productivity	productivity	NOUN
ajeer-1177	160	41	growth	growth	NOUN
ajeer-1177	160	42	up	up	ADP
ajeer-1177	160	43	to	to	ADP
ajeer-1177	160	44	0.097	0.097	NUM
ajeer-1177	160	45	%	%	NOUN
ajeer-1177	160	46	,	,	PUNCT
ajeer-1177	160	47	which	which	PRON
ajeer-1177	160	48	accords	accord	NOUN
ajeer-1177	160	49	with	with	ADP
ajeer-1177	160	50	our	our	PRON
ajeer-1177	160	51	expectations	expectation	NOUN
ajeer-1177	160	52	of	of	ADP
ajeer-1177	160	53	positive	positive	ADJ
ajeer-1177	160	54	relationship	relationship	NOUN
ajeer-1177	160	55	between	between	ADP
ajeer-1177	160	56	r&d	r&d	NOUN
ajeer-1177	160	57	expenditure	expenditure	NOUN
ajeer-1177	160	58	and	and	CCONJ
ajeer-1177	160	59	productivity	productivity	NOUN
ajeer-1177	160	60	growth	growth	NOUN
ajeer-1177	160	61	(	(	PUNCT
ajeer-1177	160	62	romer	romer	NOUN
ajeer-1177	160	63	,	,	PUNCT
ajeer-1177	160	64	1986	1986	NUM
ajeer-1177	160	65	)	)	PUNCT
ajeer-1177	160	66	.	.	PUNCT
ajeer-1177	161	1	another	another	DET
ajeer-1177	161	2	interesting	interesting	ADJ
ajeer-1177	161	3	fact	fact	NOUN
ajeer-1177	161	4	is	be	AUX
ajeer-1177	161	5	that	that	SCONJ
ajeer-1177	161	6	capital	capital	NOUN
ajeer-1177	161	7	investments	investment	NOUN
ajeer-1177	161	8	appear	appear	VERB
ajeer-1177	161	9	to	to	PART
ajeer-1177	161	10	have	have	VERB
ajeer-1177	161	11	lower	low	ADJ
ajeer-1177	161	12	correlation	correlation	NOUN
ajeer-1177	161	13	with	with	ADP
ajeer-1177	161	14	productivity	productivity	NOUN
ajeer-1177	161	15	growth	growth	NOUN
ajeer-1177	161	16	(	(	PUNCT
ajeer-1177	161	17	that	that	PRON
ajeer-1177	161	18	is	is	ADV
ajeer-1177	161	19	,	,	PUNCT
ajeer-1177	161	20	0.031	0.031	NUM
ajeer-1177	161	21	%	%	NOUN
ajeer-1177	161	22	)	)	PUNCT
ajeer-1177	161	23	than	than	ADP
ajeer-1177	161	24	r&d	r&d	NOUN
ajeer-1177	161	25	expenditure	expenditure	NOUN
ajeer-1177	161	26	which	which	PRON
ajeer-1177	161	27	implies	imply	VERB
ajeer-1177	161	28	that	that	SCONJ
ajeer-1177	161	29	,	,	PUNCT
ajeer-1177	161	30	investments	investment	NOUN
ajeer-1177	161	31	in	in	ADP
ajeer-1177	161	32	r&d	r&d	NOUN
ajeer-1177	161	33	yields	yield	NOUN
ajeer-1177	161	34	more	more	ADJ
ajeer-1177	161	35	to	to	ADP
ajeer-1177	161	36	productivity	productivity	NOUN
ajeer-1177	161	37	growth	growth	NOUN
ajeer-1177	161	38	than	than	ADP
ajeer-1177	161	39	investments	investment	NOUN
ajeer-1177	161	40	in	in	ADP
ajeer-1177	161	41	capital	capital	NOUN
ajeer-1177	161	42	for	for	ADP
ajeer-1177	161	43	the	the	DET
ajeer-1177	161	44	uk	uk	PROPN
ajeer-1177	161	45	manufacturing	manufacturing	NOUN
ajeer-1177	161	46	industries	industry	NOUN
ajeer-1177	161	47	.	.	PUNCT
ajeer-1177	162	1	in	in	ADP
ajeer-1177	162	2	addition	addition	NOUN
ajeer-1177	162	3	,	,	PUNCT
ajeer-1177	162	4	it	it	PRON
ajeer-1177	162	5	is	be	AUX
ajeer-1177	162	6	also	also	ADV
ajeer-1177	162	7	observed	observe	VERB
ajeer-1177	162	8	that	that	SCONJ
ajeer-1177	162	9	r&d	r&d	NOUN
ajeer-1177	162	10	expenditure	expenditure	NOUN
ajeer-1177	162	11	is	be	AUX
ajeer-1177	162	12	correlated	correlate	VERB
ajeer-1177	162	13	with	with	ADP
ajeer-1177	162	14	capital	capital	NOUN
ajeer-1177	162	15	only	only	ADV
ajeer-1177	162	16	up	up	ADP
ajeer-1177	162	17	to	to	PART
ajeer-1177	162	18	35	35	NUM
ajeer-1177	162	19	%	%	NOUN
ajeer-1177	162	20	,	,	PUNCT
ajeer-1177	162	21	which	which	PRON
ajeer-1177	162	22	is	be	AUX
ajeer-1177	162	23	not	not	PART
ajeer-1177	162	24	very	very	ADV
ajeer-1177	162	25	high	high	ADJ
ajeer-1177	162	26	(	(	PUNCT
ajeer-1177	162	27	that	that	PRON
ajeer-1177	162	28	is	is	ADV
ajeer-1177	162	29	,	,	PUNCT
ajeer-1177	162	30	not	not	PART
ajeer-1177	162	31	up	up	ADP
ajeer-1177	162	32	to	to	PART
ajeer-1177	162	33	90	90	NUM
ajeer-1177	162	34	%	%	NOUN
ajeer-1177	162	35	)	)	PUNCT
ajeer-1177	162	36	therefore	therefore	ADV
ajeer-1177	162	37	there	there	PRON
ajeer-1177	162	38	is	be	VERB
ajeer-1177	162	39	no	no	DET
ajeer-1177	162	40	problem	problem	NOUN
ajeer-1177	162	41	of	of	ADP
ajeer-1177	162	42	multicollinearity	multicollinearity	NOUN
ajeer-1177	162	43	between	between	ADP
ajeer-1177	162	44	explanatory	explanatory	ADJ
ajeer-1177	162	45	variables	variable	NOUN
ajeer-1177	162	46	(	(	PUNCT
ajeer-1177	162	47	gujarati	gujarati	PROPN
ajeer-1177	162	48	and	and	CCONJ
ajeer-1177	162	49	porter	porter	NOUN
ajeer-1177	162	50	,	,	PUNCT
ajeer-1177	162	51	2010	2010	NUM
ajeer-1177	162	52	)	)	PUNCT
ajeer-1177	162	53	.	.	PUNCT
ajeer-1177	163	1	4.2	4.2	NUM
ajeer-1177	163	2	.	.	PUNCT
ajeer-1177	163	3	methodology	methodology	NOUN
ajeer-1177	163	4	consistent	consistent	ADJ
ajeer-1177	163	5	with	with	ADP
ajeer-1177	163	6	other	other	ADJ
ajeer-1177	163	7	papers	paper	NOUN
ajeer-1177	163	8	reviewed	review	VERB
ajeer-1177	163	9	in	in	ADP
ajeer-1177	163	10	this	this	DET
ajeer-1177	163	11	study	study	NOUN
ajeer-1177	163	12	,	,	PUNCT
ajeer-1177	163	13	with	with	ADP
ajeer-1177	163	14	similar	similar	ADJ
ajeer-1177	163	15	objective	objective	NOUN
ajeer-1177	163	16	of	of	ADP
ajeer-1177	163	17	investigating	investigate	VERB
ajeer-1177	163	18	the	the	DET
ajeer-1177	163	19	impact	impact	NOUN
ajeer-1177	163	20	of	of	ADP
ajeer-1177	163	21	r&d	r&d	NOUN
ajeer-1177	163	22	on	on	ADP
ajeer-1177	163	23	productivity	productivity	NOUN
ajeer-1177	163	24	growth	growth	NOUN
ajeer-1177	163	25	,	,	PUNCT
ajeer-1177	163	26	this	this	DET
ajeer-1177	163	27	paper	paper	NOUN
ajeer-1177	163	28	also	also	ADV
ajeer-1177	163	29	starts	start	VERB
ajeer-1177	163	30	off	off	ADP
ajeer-1177	163	31	the	the	DET
ajeer-1177	163	32	investigation	investigation	NOUN
ajeer-1177	163	33	with	with	ADP
ajeer-1177	163	34	the	the	DET
ajeer-1177	163	35	conventional	conventional	ADJ
ajeer-1177	163	36	production	production	NOUN
ajeer-1177	163	37	function	function	NOUN
ajeer-1177	163	38	,	,	PUNCT
ajeer-1177	163	39	which	which	PRON
ajeer-1177	163	40	is	be	AUX
ajeer-1177	163	41	also	also	ADV
ajeer-1177	163	42	the	the	DET
ajeer-1177	163	43	starting	starting	NOUN
ajeer-1177	163	44	point	point	NOUN
ajeer-1177	163	45	for	for	ADP
ajeer-1177	163	46	wakelin	wakelin	NOUN
ajeer-1177	163	47	(	(	PUNCT
ajeer-1177	163	48	2001	2001	NUM
ajeer-1177	163	49	)	)	PUNCT
ajeer-1177	163	50	;	;	PUNCT
ajeer-1177	163	51	geroski	geroski	NOUN
ajeer-1177	163	52	(	(	PUNCT
ajeer-1177	163	53	1991	1991	NUM
ajeer-1177	163	54	)	)	PUNCT
ajeer-1177	163	55	;	;	PUNCT
ajeer-1177	163	56	higon	higon	PROPN
ajeer-1177	163	57	(	(	PUNCT
ajeer-1177	163	58	2007	2007	NUM
ajeer-1177	163	59	)	)	PUNCT
ajeer-1177	163	60	and	and	CCONJ
ajeer-1177	163	61	many	many	ADJ
ajeer-1177	163	62	others	other	NOUN
ajeer-1177	163	63	.	.	PUNCT
ajeer-1177	164	1	q	q	X
ajeer-1177	165	1	=	=	SYM
ajeer-1177	165	2	f	f	X
ajeer-1177	165	3	(	(	PUNCT
ajeer-1177	165	4	l	l	NOUN
ajeer-1177	165	5	,	,	PUNCT
ajeer-1177	165	6	k	k	NOUN
ajeer-1177	165	7	)	)	PUNCT
ajeer-1177	165	8	(	(	PUNCT
ajeer-1177	165	9	1	1	X
ajeer-1177	165	10	)	)	PUNCT
ajeer-1177	165	11	the	the	DET
ajeer-1177	165	12	function	function	NOUN
ajeer-1177	165	13	on	on	ADP
ajeer-1177	165	14	equation	equation	NOUN
ajeer-1177	165	15	1	1	NUM
ajeer-1177	165	16	above	above	ADV
ajeer-1177	165	17	represents	represent	VERB
ajeer-1177	165	18	the	the	DET
ajeer-1177	165	19	relationship	relationship	NOUN
ajeer-1177	165	20	between	between	ADP
ajeer-1177	165	21	output	output	NOUN
ajeer-1177	165	22	and	and	CCONJ
ajeer-1177	165	23	factor	factor	NOUN
ajeer-1177	165	24	inputs	input	VERB
ajeer-1177	165	25	asian	asian	ADJ
ajeer-1177	165	26	journal	journal	NOUN
ajeer-1177	165	27	of	of	ADP
ajeer-1177	165	28	economics	economic	NOUN
ajeer-1177	165	29	and	and	CCONJ
ajeer-1177	165	30	empirical	empirical	ADJ
ajeer-1177	165	31	research	research	NOUN
ajeer-1177	165	32	,	,	PUNCT
ajeer-1177	165	33	2019	2019	NUM
ajeer-1177	165	34	,	,	PUNCT
ajeer-1177	165	35	6(2	6(2	NUM
ajeer-1177	165	36	):	):	PUNCT
ajeer-1177	165	37	205	205	NUM
ajeer-1177	165	38	-	-	SYM
ajeer-1177	165	39	215	215	NUM
ajeer-1177	165	40	211	211	NUM
ajeer-1177	165	41	©	©	ADP
ajeer-1177	165	42	2019	2019	NUM
ajeer-1177	165	43	by	by	ADP
ajeer-1177	165	44	the	the	DET
ajeer-1177	165	45	authors	author	NOUN
ajeer-1177	165	46	;	;	PUNCT
ajeer-1177	165	47	licensee	licensee	PROPN
ajeer-1177	165	48	asian	asian	ADJ
ajeer-1177	165	49	online	online	PROPN
ajeer-1177	165	50	journal	journal	PROPN
ajeer-1177	165	51	publishing	publishing	NOUN
ajeer-1177	165	52	group	group	NOUN
ajeer-1177	165	53	where	where	SCONJ
ajeer-1177	165	54	,	,	PUNCT
ajeer-1177	165	55	q	q	X
ajeer-1177	165	56	=	=	PUNCT
ajeer-1177	165	57	is	be	AUX
ajeer-1177	165	58	the	the	DET
ajeer-1177	165	59	quantity	quantity	NOUN
ajeer-1177	165	60	of	of	ADP
ajeer-1177	165	61	output	output	NOUN
ajeer-1177	165	62	.	.	PUNCT
ajeer-1177	166	1	l=	l=	ADJ
ajeer-1177	166	2	the	the	DET
ajeer-1177	166	3	quantity	quantity	NOUN
ajeer-1177	166	4	of	of	ADP
ajeer-1177	166	5	labour	labour	NOUN
ajeer-1177	166	6	used	use	VERB
ajeer-1177	166	7	in	in	ADP
ajeer-1177	166	8	the	the	DET
ajeer-1177	166	9	production	production	NOUN
ajeer-1177	166	10	process	process	NOUN
ajeer-1177	166	11	.	.	PUNCT
ajeer-1177	167	1	k=	k=	PUNCT
ajeer-1177	168	1	the	the	DET
ajeer-1177	168	2	amount	amount	NOUN
ajeer-1177	168	3	of	of	ADP
ajeer-1177	168	4	physical	physical	ADJ
ajeer-1177	168	5	capital	capital	NOUN
ajeer-1177	168	6	.	.	PUNCT
ajeer-1177	169	1	this	this	DET
ajeer-1177	169	2	theory	theory	NOUN
ajeer-1177	169	3	or	or	CCONJ
ajeer-1177	169	4	function	function	NOUN
ajeer-1177	169	5	is	be	AUX
ajeer-1177	169	6	constantly	constantly	ADV
ajeer-1177	169	7	used	use	VERB
ajeer-1177	169	8	in	in	ADP
ajeer-1177	169	9	economics	economic	NOUN
ajeer-1177	169	10	to	to	PART
ajeer-1177	169	11	represent	represent	VERB
ajeer-1177	169	12	the	the	DET
ajeer-1177	169	13	relationship	relationship	NOUN
ajeer-1177	169	14	between	between	ADP
ajeer-1177	169	15	the	the	DET
ajeer-1177	169	16	output	output	NOUN
ajeer-1177	169	17	q	q	NOUN
ajeer-1177	169	18	and	and	CCONJ
ajeer-1177	169	19	the	the	DET
ajeer-1177	169	20	combination	combination	NOUN
ajeer-1177	169	21	of	of	ADP
ajeer-1177	169	22	the	the	DET
ajeer-1177	169	23	production	production	NOUN
ajeer-1177	169	24	inputs	input	NOUN
ajeer-1177	169	25	l	l	PROPN
ajeer-1177	169	26	,	,	PUNCT
ajeer-1177	169	27	k	k	NOUN
ajeer-1177	169	28	,	,	PUNCT
ajeer-1177	169	29	and	and	CCONJ
ajeer-1177	169	30	other	other	ADJ
ajeer-1177	169	31	inputs	input	NOUN
ajeer-1177	169	32	.	.	PUNCT
ajeer-1177	170	1	for	for	ADP
ajeer-1177	170	2	the	the	DET
ajeer-1177	170	3	purpose	purpose	NOUN
ajeer-1177	170	4	of	of	ADP
ajeer-1177	170	5	our	our	PRON
ajeer-1177	170	6	research	research	NOUN
ajeer-1177	170	7	objectives	objective	NOUN
ajeer-1177	170	8	which	which	PRON
ajeer-1177	170	9	is	be	AUX
ajeer-1177	170	10	to	to	PART
ajeer-1177	170	11	investigate	investigate	VERB
ajeer-1177	170	12	the	the	DET
ajeer-1177	170	13	impact	impact	NOUN
ajeer-1177	170	14	of	of	ADP
ajeer-1177	170	15	r&d	r&d	NOUN
ajeer-1177	170	16	expenditure	expenditure	NOUN
ajeer-1177	170	17	,	,	PUNCT
ajeer-1177	170	18	an	an	DET
ajeer-1177	170	19	extended	extended	ADJ
ajeer-1177	170	20	form	form	NOUN
ajeer-1177	170	21	of	of	ADP
ajeer-1177	170	22	the	the	DET
ajeer-1177	170	23	cobb	cobb	PROPN
ajeer-1177	170	24	-	-	PUNCT
ajeer-1177	170	25	douglas	douglas	PROPN
ajeer-1177	170	26	production	production	NOUN
ajeer-1177	170	27	function	function	NOUN
ajeer-1177	170	28	which	which	PRON
ajeer-1177	170	29	favour	favour	VERB
ajeer-1177	170	30	the	the	DET
ajeer-1177	170	31	endogenous	endogenous	ADJ
ajeer-1177	170	32	growth	growth	NOUN
ajeer-1177	170	33	theory	theory	NOUN
ajeer-1177	170	34	introduced	introduce	VERB
ajeer-1177	170	35	in	in	ADP
ajeer-1177	170	36	romer	romer	NOUN
ajeer-1177	170	37	(	(	PUNCT
ajeer-1177	170	38	1986	1986	NUM
ajeer-1177	170	39	)	)	PUNCT
ajeer-1177	170	40	;	;	PUNCT
ajeer-1177	170	41	romer	romer	NOUN
ajeer-1177	170	42	(	(	PUNCT
ajeer-1177	170	43	1990	1990	NUM
ajeer-1177	170	44	)	)	PUNCT
ajeer-1177	170	45	and	and	CCONJ
ajeer-1177	170	46	lucas	lucas	PROPN
ajeer-1177	170	47	(	(	PUNCT
ajeer-1177	170	48	1988	1988	NUM
ajeer-1177	170	49	)	)	PUNCT
ajeer-1177	170	50	is	be	AUX
ajeer-1177	170	51	utilized	utilize	VERB
ajeer-1177	170	52	,	,	PUNCT
ajeer-1177	170	53	where	where	SCONJ
ajeer-1177	170	54	r&d	r&d	NOUN
ajeer-1177	170	55	expenditure	expenditure	NOUN
ajeer-1177	170	56	is	be	AUX
ajeer-1177	170	57	incorporated	incorporate	VERB
ajeer-1177	170	58	into	into	ADP
ajeer-1177	170	59	the	the	DET
ajeer-1177	170	60	regression	regression	NOUN
ajeer-1177	170	61	as	as	ADP
ajeer-1177	170	62	one	one	NUM
ajeer-1177	170	63	of	of	ADP
ajeer-1177	170	64	the	the	DET
ajeer-1177	170	65	factor	factor	NOUN
ajeer-1177	170	66	inputs	input	NOUN
ajeer-1177	170	67	,	,	PUNCT
ajeer-1177	170	68	just	just	ADV
ajeer-1177	170	69	like	like	ADP
ajeer-1177	170	70	labour	labour	NOUN
ajeer-1177	170	71	and	and	CCONJ
ajeer-1177	170	72	physical	physical	ADJ
ajeer-1177	170	73	capital	capital	NOUN
ajeer-1177	170	74	.	.	PUNCT
ajeer-1177	171	1	this	this	DET
ajeer-1177	171	2	relationship	relationship	NOUN
ajeer-1177	171	3	is	be	AUX
ajeer-1177	171	4	widely	widely	ADV
ajeer-1177	171	5	presented	present	VERB
ajeer-1177	171	6	as	as	SCONJ
ajeer-1177	171	7	follows	follow	VERB
ajeer-1177	171	8	:	:	PUNCT
ajeer-1177	171	9	q	q	PUNCT
ajeer-1177	172	1	it	it	PRON
ajeer-1177	172	2	=	=	SYM
ajeer-1177	172	3	akit	akit	VERB
ajeer-1177	172	4	b1	b1	NOUN
ajeer-1177	172	5	lit	light	VERB
ajeer-1177	172	6	b2	b2	NOUN
ajeer-1177	172	7	rdit	rdit	NOUN
ajeer-1177	172	8	b3	b3	PROPN
ajeer-1177	172	9	(	(	PUNCT
ajeer-1177	172	10	2	2	NUM
ajeer-1177	172	11	)	)	PUNCT
ajeer-1177	173	1	where	where	SCONJ
ajeer-1177	173	2	:	:	PUNCT
ajeer-1177	173	3	it	it	PRON
ajeer-1177	173	4	=	=	PUNCT
ajeer-1177	173	5	industry	industry	NOUN
ajeer-1177	173	6	i	i	PRON
ajeer-1177	173	7	at	at	ADP
ajeer-1177	173	8	time	time	NOUN
ajeer-1177	173	9	t.	t.	PROPN
ajeer-1177	173	10	q	q	PROPN
ajeer-1177	174	1	it	it	PRON
ajeer-1177	174	2	=	=	PUNCT
ajeer-1177	174	3	output	output	NOUN
ajeer-1177	174	4	in	in	ADP
ajeer-1177	174	5	industry	industry	NOUN
ajeer-1177	174	6	i	i	PRON
ajeer-1177	174	7	at	at	ADP
ajeer-1177	174	8	time	time	NOUN
ajeer-1177	174	9	t	t	PROPN
ajeer-1177	174	10	,	,	PUNCT
ajeer-1177	174	11	measured	measure	VERB
ajeer-1177	174	12	in	in	ADP
ajeer-1177	174	13	gross	gross	ADJ
ajeer-1177	174	14	value	value	NOUN
ajeer-1177	174	15	added	add	VERB
ajeer-1177	174	16	(	(	PUNCT
ajeer-1177	174	17	gva	gva	PROPN
ajeer-1177	174	18	)	)	PUNCT
ajeer-1177	174	19	.	.	PUNCT
ajeer-1177	175	1	a	a	DET
ajeer-1177	175	2	=	=	NOUN
ajeer-1177	175	3	constant	constant	ADJ
ajeer-1177	175	4	or	or	CCONJ
ajeer-1177	175	5	state	state	NOUN
ajeer-1177	175	6	of	of	ADP
ajeer-1177	175	7	technology	technology	NOUN
ajeer-1177	175	8	.	.	PUNCT
ajeer-1177	176	1	kit	kit	NOUN
ajeer-1177	176	2	=	=	SYM
ajeer-1177	176	3	net	net	ADJ
ajeer-1177	176	4	physical	physical	ADJ
ajeer-1177	176	5	capital	capital	NOUN
ajeer-1177	176	6	stock	stock	NOUN
ajeer-1177	176	7	.	.	PUNCT
ajeer-1177	177	1	lit	light	VERB
ajeer-1177	177	2	=	=	SYM
ajeer-1177	177	3	labour	labour	NOUN
ajeer-1177	177	4	employed	employ	VERB
ajeer-1177	177	5	.	.	PUNCT
ajeer-1177	178	1	rd	rd	VERB
ajeer-1177	178	2	it	it	PRON
ajeer-1177	179	1	=	=	PUNCT
ajeer-1177	179	2	knowledge	knowledge	NOUN
ajeer-1177	179	3	stock	stock	NOUN
ajeer-1177	179	4	(	(	PUNCT
ajeer-1177	179	5	net	net	ADJ
ajeer-1177	179	6	r&d	r&d	NOUN
ajeer-1177	179	7	capital	capital	NOUN
ajeer-1177	179	8	stock	stock	NOUN
ajeer-1177	179	9	)	)	PUNCT
ajeer-1177	179	10	.	.	PUNCT
ajeer-1177	180	1	b1	b1	NOUN
ajeer-1177	180	2	=	=	PUNCT
ajeer-1177	180	3	the	the	DET
ajeer-1177	180	4	partial	partial	ADJ
ajeer-1177	180	5	elasticity	elasticity	NOUN
ajeer-1177	180	6	of	of	ADP
ajeer-1177	180	7	output	output	NOUN
ajeer-1177	180	8	with	with	ADP
ajeer-1177	180	9	respect	respect	NOUN
ajeer-1177	180	10	to	to	ADP
ajeer-1177	180	11	capital	capital	NOUN
ajeer-1177	180	12	.	.	PUNCT
ajeer-1177	181	1	b2	b2	NOUN
ajeer-1177	181	2	=	=	SYM
ajeer-1177	181	3	partial	partial	ADJ
ajeer-1177	181	4	elasticity	elasticity	NOUN
ajeer-1177	181	5	of	of	ADP
ajeer-1177	181	6	output	output	NOUN
ajeer-1177	181	7	with	with	ADP
ajeer-1177	181	8	respect	respect	NOUN
ajeer-1177	181	9	to	to	ADP
ajeer-1177	181	10	labour	labour	NOUN
ajeer-1177	181	11	.	.	PUNCT
ajeer-1177	182	1	b3	b3	PROPN
ajeer-1177	182	2	=	=	SYM
ajeer-1177	182	3	partial	partial	ADJ
ajeer-1177	182	4	elasticity	elasticity	NOUN
ajeer-1177	182	5	of	of	ADP
ajeer-1177	182	6	output	output	NOUN
ajeer-1177	182	7	with	with	ADP
ajeer-1177	182	8	respect	respect	NOUN
ajeer-1177	182	9	to	to	ADP
ajeer-1177	182	10	r&d	r&d	NOUN
ajeer-1177	182	11	.	.	PUNCT
ajeer-1177	183	1	however	however	ADV
ajeer-1177	183	2	,	,	PUNCT
ajeer-1177	183	3	for	for	ADP
ajeer-1177	183	4	estimation	estimation	NOUN
ajeer-1177	183	5	purposes	purpose	NOUN
ajeer-1177	183	6	,	,	PUNCT
ajeer-1177	183	7	there	there	PRON
ajeer-1177	183	8	is	be	VERB
ajeer-1177	183	9	a	a	DET
ajeer-1177	183	10	need	need	NOUN
ajeer-1177	183	11	for	for	ADP
ajeer-1177	183	12	an	an	DET
ajeer-1177	183	13	equation	equation	NOUN
ajeer-1177	183	14	which	which	PRON
ajeer-1177	183	15	is	be	AUX
ajeer-1177	183	16	linear	linear	ADJ
ajeer-1177	183	17	in	in	ADP
ajeer-1177	183	18	its	its	PRON
ajeer-1177	183	19	parameters	parameter	NOUN
ajeer-1177	183	20	(	(	PUNCT
ajeer-1177	183	21	gujarati	gujarati	PROPN
ajeer-1177	183	22	and	and	CCONJ
ajeer-1177	183	23	porter	porter	NOUN
ajeer-1177	183	24	,	,	PUNCT
ajeer-1177	183	25	2010	2010	NUM
ajeer-1177	183	26	)	)	PUNCT
ajeer-1177	183	27	.	.	PUNCT
ajeer-1177	184	1	this	this	PRON
ajeer-1177	184	2	implies	imply	VERB
ajeer-1177	184	3	that	that	SCONJ
ajeer-1177	184	4	the	the	DET
ajeer-1177	184	5	application	application	NOUN
ajeer-1177	184	6	of	of	ADP
ajeer-1177	184	7	logarithmic	logarithmic	ADJ
ajeer-1177	184	8	transformation	transformation	NOUN
ajeer-1177	184	9	to	to	ADP
ajeer-1177	184	10	equation	equation	NOUN
ajeer-1177	184	11	2	2	NUM
ajeer-1177	184	12	which	which	PRON
ajeer-1177	184	13	is	be	AUX
ajeer-1177	184	14	the	the	DET
ajeer-1177	184	15	same	same	ADJ
ajeer-1177	184	16	approach	approach	NOUN
ajeer-1177	184	17	adopted	adopt	VERB
ajeer-1177	184	18	in	in	ADP
ajeer-1177	184	19	griliches	griliche	NOUN
ajeer-1177	184	20	and	and	CCONJ
ajeer-1177	184	21	lichtenberg	lichtenberg	PROPN
ajeer-1177	184	22	(	(	PUNCT
ajeer-1177	184	23	1984	1984	NUM
ajeer-1177	184	24	)	)	PUNCT
ajeer-1177	184	25	becomes	become	VERB
ajeer-1177	184	26	neccessarry	neccessarry	ADJ
ajeer-1177	184	27	.	.	PUNCT
ajeer-1177	185	1	following	follow	VERB
ajeer-1177	185	2	this	this	PRON
ajeer-1177	185	3	,	,	PUNCT
ajeer-1177	185	4	while	while	SCONJ
ajeer-1177	185	5	allowing	allow	VERB
ajeer-1177	185	6	for	for	ADP
ajeer-1177	185	7	random	random	ADJ
ajeer-1177	185	8	influence	influence	NOUN
ajeer-1177	185	9	in	in	ADP
ajeer-1177	185	10	the	the	DET
ajeer-1177	185	11	industries	industry	NOUN
ajeer-1177	185	12	uit	uit	NOUN
ajeer-1177	185	13	,	,	PUNCT
ajeer-1177	185	14	equation	equation	NOUN
ajeer-1177	185	15	2	2	NUM
ajeer-1177	185	16	is	be	AUX
ajeer-1177	185	17	transformed	transform	VERB
ajeer-1177	185	18	as	as	SCONJ
ajeer-1177	185	19	follows	follow	VERB
ajeer-1177	185	20	:	:	PUNCT
ajeer-1177	185	21	log(qit)=log(akit	log(qit)=log(akit	ADJ
ajeer-1177	185	22	b1lit	b1lit	PROPN
ajeer-1177	185	23	b2rdit	b2rdit	NOUN
ajeer-1177	185	24	b3	b3	PROPN
ajeer-1177	185	25	)	)	PUNCT
ajeer-1177	185	26	(	(	PUNCT
ajeer-1177	185	27	3	3	X
ajeer-1177	185	28	)	)	PUNCT
ajeer-1177	185	29	log	log	NOUN
ajeer-1177	185	30	(	(	PUNCT
ajeer-1177	185	31	qit	qit	NOUN
ajeer-1177	185	32	)	)	PUNCT
ajeer-1177	186	1	=	=	NOUN
ajeer-1177	186	2	log	log	NOUN
ajeer-1177	186	3	(	(	PUNCT
ajeer-1177	186	4	a	a	NOUN
ajeer-1177	186	5	)	)	PUNCT
ajeer-1177	186	6	+	+	CCONJ
ajeer-1177	186	7	log	log	NOUN
ajeer-1177	186	8	(	(	PUNCT
ajeer-1177	186	9	kb1)it	kb1)it	NOUN
ajeer-1177	186	10	+	+	CCONJ
ajeer-1177	186	11	log	log	NOUN
ajeer-1177	186	12	(	(	PUNCT
ajeer-1177	186	13	lb2)it	lb2)it	PROPN
ajeer-1177	186	14	+	+	NUM
ajeer-1177	186	15	log	log	NOUN
ajeer-1177	186	16	(	(	PUNCT
ajeer-1177	186	17	rdb3)it	rdb3)it	PROPN
ajeer-1177	186	18	+	+	CCONJ
ajeer-1177	186	19	uit	uit	NOUN
ajeer-1177	186	20	(	(	PUNCT
ajeer-1177	186	21	4	4	NUM
ajeer-1177	186	22	)	)	PUNCT
ajeer-1177	186	23	log	log	NOUN
ajeer-1177	186	24	(	(	PUNCT
ajeer-1177	186	25	qit	qit	NOUN
ajeer-1177	186	26	)	)	PUNCT
ajeer-1177	186	27	=	=	NOUN
ajeer-1177	187	1	log	log	NOUN
ajeer-1177	187	2	(	(	PUNCT
ajeer-1177	187	3	a	a	NOUN
ajeer-1177	187	4	)	)	PUNCT
ajeer-1177	187	5	+	+	NUM
ajeer-1177	187	6	b1log	b1log	NOUN
ajeer-1177	187	7	(	(	PUNCT
ajeer-1177	187	8	k)it	k)it	PROPN
ajeer-1177	187	9	+	+	NUM
ajeer-1177	187	10	b2	b2	NOUN
ajeer-1177	187	11	log	log	NOUN
ajeer-1177	187	12	(	(	PUNCT
ajeer-1177	187	13	l)it	l)it	PROPN
ajeer-1177	187	14	+	+	PROPN
ajeer-1177	187	15	b3log	b3log	PROPN
ajeer-1177	187	16	(	(	PUNCT
ajeer-1177	187	17	rd)it	rd)it	PROPN
ajeer-1177	187	18	+	+	NUM
ajeer-1177	187	19	uit	uit	NOUN
ajeer-1177	187	20	(	(	PUNCT
ajeer-1177	187	21	5	5	NUM
ajeer-1177	187	22	)	)	PUNCT
ajeer-1177	187	23	equation	equation	NOUN
ajeer-1177	187	24	5	5	NUM
ajeer-1177	187	25	is	be	AUX
ajeer-1177	187	26	now	now	ADV
ajeer-1177	187	27	linear	linear	ADJ
ajeer-1177	187	28	in	in	ADP
ajeer-1177	187	29	terms	term	NOUN
ajeer-1177	187	30	of	of	ADP
ajeer-1177	187	31	the	the	DET
ajeer-1177	187	32	parameters	parameter	NOUN
ajeer-1177	187	33	b1	b1	NOUN
ajeer-1177	187	34	,	,	PUNCT
ajeer-1177	187	35	b2	b2	NOUN
ajeer-1177	187	36	and	and	CCONJ
ajeer-1177	187	37	b3	b3	PROPN
ajeer-1177	187	38	.	.	PUNCT
ajeer-1177	188	1	the	the	DET
ajeer-1177	188	2	sum	sum	NOUN
ajeer-1177	188	3	of	of	ADP
ajeer-1177	188	4	the	the	DET
ajeer-1177	188	5	exponents	exponent	NOUN
ajeer-1177	188	6	(	(	PUNCT
ajeer-1177	188	7	b1	b1	NOUN
ajeer-1177	188	8	b2	b2	NOUN
ajeer-1177	188	9	and	and	CCONJ
ajeer-1177	188	10	b3	b3	NOUN
ajeer-1177	188	11	)	)	PUNCT
ajeer-1177	188	12	indicates	indicate	VERB
ajeer-1177	188	13	returns	return	NOUN
ajeer-1177	188	14	to	to	PART
ajeer-1177	188	15	scale	scale	VERB
ajeer-1177	188	16	:	:	PUNCT
ajeer-1177	188	17	if	if	SCONJ
ajeer-1177	188	18	b1+b2	b1+b2	PROPN
ajeer-1177	188	19	+	+	NOUN
ajeer-1177	188	20	b3	b3	NOUN
ajeer-1177	188	21	=	=	SYM
ajeer-1177	188	22	1	1	NUM
ajeer-1177	188	23	,	,	PUNCT
ajeer-1177	188	24	it	it	PRON
ajeer-1177	188	25	implies	imply	VERB
ajeer-1177	188	26	constant	constant	ADJ
ajeer-1177	188	27	returns	return	NOUN
ajeer-1177	188	28	to	to	PART
ajeer-1177	188	29	scale	scale	VERB
ajeer-1177	188	30	for	for	ADP
ajeer-1177	188	31	all	all	DET
ajeer-1177	188	32	the	the	DET
ajeer-1177	188	33	production	production	NOUN
ajeer-1177	188	34	inputs	input	NOUN
ajeer-1177	188	35	l	l	PROPN
ajeer-1177	188	36	,	,	PUNCT
ajeer-1177	188	37	k	k	PROPN
ajeer-1177	188	38	,	,	PUNCT
ajeer-1177	188	39	rd	rd	PROPN
ajeer-1177	188	40	.	.	PUNCT
ajeer-1177	189	1	if	if	SCONJ
ajeer-1177	189	2	b1+b2	b1+b2	PROPN
ajeer-1177	189	3	+	+	CCONJ
ajeer-1177	189	4	b3	b3	PROPN
ajeer-1177	189	5	<	<	X
ajeer-1177	189	6	1	1	NUM
ajeer-1177	189	7	,	,	PUNCT
ajeer-1177	189	8	it	it	PRON
ajeer-1177	189	9	implies	imply	VERB
ajeer-1177	189	10	decreasing	decrease	VERB
ajeer-1177	189	11	returns	return	NOUN
ajeer-1177	189	12	to	to	PART
ajeer-1177	189	13	scale	scale	VERB
ajeer-1177	189	14	.	.	PUNCT
ajeer-1177	190	1	if	if	SCONJ
ajeer-1177	190	2	b1+b2	b1+b2	PROPN
ajeer-1177	190	3	+	+	X
ajeer-1177	190	4	b3	b3	PROPN
ajeer-1177	190	5	>	>	X
ajeer-1177	190	6	1	1	NUM
ajeer-1177	190	7	,	,	PUNCT
ajeer-1177	190	8	it	it	PRON
ajeer-1177	190	9	implies	imply	VERB
ajeer-1177	190	10	increasing	increase	VERB
ajeer-1177	190	11	returns	return	NOUN
ajeer-1177	190	12	to	to	PART
ajeer-1177	190	13	scale	scale	VERB
ajeer-1177	190	14	.	.	PUNCT
ajeer-1177	191	1	nevertheless	nevertheless	ADV
ajeer-1177	191	2	,	,	PUNCT
ajeer-1177	191	3	the	the	DET
ajeer-1177	191	4	interpretation	interpretation	NOUN
ajeer-1177	191	5	given	give	VERB
ajeer-1177	191	6	to	to	ADP
ajeer-1177	191	7	equation	equation	NOUN
ajeer-1177	191	8	5	5	NUM
ajeer-1177	191	9	according	accord	VERB
ajeer-1177	191	10	to	to	ADP
ajeer-1177	191	11	czarnitzki	czarnitzki	NOUN
ajeer-1177	191	12	and	and	CCONJ
ajeer-1177	191	13	thorwarth	thorwarth	NOUN
ajeer-1177	191	14	(	(	PUNCT
ajeer-1177	191	15	2012	2012	NUM
ajeer-1177	191	16	)	)	PUNCT
ajeer-1177	191	17	is	be	AUX
ajeer-1177	191	18	the	the	DET
ajeer-1177	191	19	partial	partial	ADJ
ajeer-1177	191	20	elasticity	elasticity	NOUN
ajeer-1177	191	21	of	of	ADP
ajeer-1177	191	22	output	output	NOUN
ajeer-1177	191	23	log	log	NOUN
ajeer-1177	191	24	(	(	PUNCT
ajeer-1177	191	25	qit	qit	NOUN
ajeer-1177	191	26	)	)	PUNCT
ajeer-1177	191	27	with	with	ADP
ajeer-1177	191	28	respect	respect	NOUN
ajeer-1177	191	29	to	to	ADP
ajeer-1177	191	30	r&d	r&d	NOUN
ajeer-1177	191	31	expenditure	expenditure	NOUN
ajeer-1177	191	32	log(rdit).this	log(rdit).this	X
ajeer-1177	191	33	is	be	AUX
ajeer-1177	191	34	different	different	ADJ
ajeer-1177	191	35	from	from	ADP
ajeer-1177	191	36	our	our	PRON
ajeer-1177	191	37	research	research	NOUN
ajeer-1177	191	38	interest	interest	NOUN
ajeer-1177	191	39	,	,	PUNCT
ajeer-1177	191	40	which	which	PRON
ajeer-1177	191	41	is	be	AUX
ajeer-1177	191	42	to	to	PART
ajeer-1177	191	43	investigate	investigate	VERB
ajeer-1177	191	44	the	the	DET
ajeer-1177	191	45	elasticity	elasticity	NOUN
ajeer-1177	191	46	of	of	ADP
ajeer-1177	191	47	productivity	productivity	NOUN
ajeer-1177	191	48	with	with	ADP
ajeer-1177	191	49	respect	respect	NOUN
ajeer-1177	191	50	to	to	ADP
ajeer-1177	191	51	r&d	r&d	NOUN
ajeer-1177	191	52	expenditure	expenditure	NOUN
ajeer-1177	191	53	and	and	CCONJ
ajeer-1177	191	54	not	not	PART
ajeer-1177	191	55	the	the	DET
ajeer-1177	191	56	actual	actual	ADJ
ajeer-1177	191	57	output	output	NOUN
ajeer-1177	191	58	.	.	PUNCT
ajeer-1177	192	1	however	however	ADV
ajeer-1177	192	2	,	,	PUNCT
ajeer-1177	192	3	in	in	ADP
ajeer-1177	192	4	using	use	VERB
ajeer-1177	192	5	the	the	DET
ajeer-1177	192	6	productivity	productivity	NOUN
ajeer-1177	192	7	approach	approach	NOUN
ajeer-1177	192	8	,	,	PUNCT
ajeer-1177	192	9	the	the	DET
ajeer-1177	192	10	question	question	NOUN
ajeer-1177	192	11	of	of	ADP
ajeer-1177	192	12	what	what	PRON
ajeer-1177	192	13	appropriate	appropriate	ADJ
ajeer-1177	192	14	measure	measure	NOUN
ajeer-1177	192	15	of	of	ADP
ajeer-1177	192	16	productivity	productivity	NOUN
ajeer-1177	192	17	to	to	PART
ajeer-1177	192	18	adopt	adopt	VERB
ajeer-1177	192	19	arises	arise	VERB
ajeer-1177	192	20	,	,	PUNCT
ajeer-1177	192	21	which	which	PRON
ajeer-1177	192	22	has	have	AUX
ajeer-1177	192	23	posed	pose	VERB
ajeer-1177	192	24	serious	serious	ADJ
ajeer-1177	192	25	arguments	argument	NOUN
ajeer-1177	192	26	among	among	ADP
ajeer-1177	192	27	early	early	ADJ
ajeer-1177	192	28	researchers	researcher	NOUN
ajeer-1177	192	29	according	accord	VERB
ajeer-1177	192	30	to	to	ADP
ajeer-1177	192	31	kafouros	kafouro	NOUN
ajeer-1177	192	32	(	(	PUNCT
ajeer-1177	192	33	2008	2008	NUM
ajeer-1177	192	34	)	)	PUNCT
ajeer-1177	192	35	.	.	PUNCT
ajeer-1177	193	1	while	while	SCONJ
ajeer-1177	193	2	some	some	DET
ajeer-1177	193	3	reseachers	reseacher	NOUN
ajeer-1177	193	4	adopt	adopt	VERB
ajeer-1177	193	5	labour	labour	NOUN
ajeer-1177	193	6	productivity	productivity	NOUN
ajeer-1177	193	7	as	as	ADP
ajeer-1177	193	8	the	the	DET
ajeer-1177	193	9	desired	desire	VERB
ajeer-1177	193	10	measure	measure	NOUN
ajeer-1177	193	11	,	,	PUNCT
ajeer-1177	193	12	others	other	NOUN
ajeer-1177	193	13	have	have	AUX
ajeer-1177	193	14	resorted	resort	VERB
ajeer-1177	193	15	to	to	ADP
ajeer-1177	193	16	estimating	estimate	VERB
ajeer-1177	193	17	total	total	ADJ
ajeer-1177	193	18	factor	factor	NOUN
ajeer-1177	193	19	productivity	productivity	NOUN
ajeer-1177	193	20	(	(	PUNCT
ajeer-1177	193	21	tfp	tfp	PROPN
ajeer-1177	193	22	)	)	PUNCT
ajeer-1177	193	23	.	.	PUNCT
ajeer-1177	194	1	according	accord	VERB
ajeer-1177	194	2	to	to	ADP
ajeer-1177	194	3	kafouros	kafouro	NOUN
ajeer-1177	194	4	(	(	PUNCT
ajeer-1177	194	5	2008	2008	NUM
ajeer-1177	194	6	)	)	PUNCT
ajeer-1177	194	7	it	it	PRON
ajeer-1177	194	8	was	be	AUX
ajeer-1177	194	9	previously	previously	ADV
ajeer-1177	194	10	believed	believe	VERB
ajeer-1177	194	11	that	that	SCONJ
ajeer-1177	194	12	tfp	tfp	PROPN
ajeer-1177	194	13	was	be	AUX
ajeer-1177	194	14	a	a	DET
ajeer-1177	194	15	better	well	ADJ
ajeer-1177	194	16	measure	measure	NOUN
ajeer-1177	194	17	because	because	SCONJ
ajeer-1177	194	18	it	it	PRON
ajeer-1177	194	19	incorporates	incorporate	VERB
ajeer-1177	194	20	all	all	DET
ajeer-1177	194	21	production	production	NOUN
ajeer-1177	194	22	inputs	input	NOUN
ajeer-1177	194	23	.	.	PUNCT
ajeer-1177	195	1	however	however	ADV
ajeer-1177	195	2	,	,	PUNCT
ajeer-1177	195	3	recent	recent	ADJ
ajeer-1177	195	4	findings	finding	NOUN
ajeer-1177	195	5	in	in	ADP
ajeer-1177	195	6	sargent	sargent	PROPN
ajeer-1177	195	7	and	and	CCONJ
ajeer-1177	195	8	rodriguez	rodriguez	NOUN
ajeer-1177	195	9	(	(	PUNCT
ajeer-1177	195	10	2000	2000	NUM
ajeer-1177	195	11	)	)	PUNCT
ajeer-1177	195	12	cited	cite	VERB
ajeer-1177	195	13	in	in	ADP
ajeer-1177	195	14	kafouros	kafouro	NOUN
ajeer-1177	195	15	(	(	PUNCT
ajeer-1177	195	16	2008	2008	NUM
ajeer-1177	195	17	)	)	PUNCT
ajeer-1177	195	18	suggests	suggest	VERB
ajeer-1177	195	19	that	that	SCONJ
ajeer-1177	195	20	both	both	DET
ajeer-1177	195	21	measures	measure	NOUN
ajeer-1177	195	22	have	have	VERB
ajeer-1177	195	23	their	their	PRON
ajeer-1177	195	24	place	place	NOUN
ajeer-1177	195	25	and	and	CCONJ
ajeer-1177	195	26	that	that	SCONJ
ajeer-1177	195	27	,	,	PUNCT
ajeer-1177	195	28	none	none	NOUN
ajeer-1177	195	29	of	of	ADP
ajeer-1177	195	30	them	they	PRON
ajeer-1177	195	31	even	even	ADV
ajeer-1177	195	32	shows	show	VERB
ajeer-1177	195	33	the	the	DET
ajeer-1177	195	34	whole	whole	ADJ
ajeer-1177	195	35	picture	picture	NOUN
ajeer-1177	195	36	.	.	PUNCT
ajeer-1177	196	1	the	the	DET
ajeer-1177	196	2	results	result	NOUN
ajeer-1177	196	3	of	of	ADP
ajeer-1177	196	4	sargent	sargent	NOUN
ajeer-1177	196	5	and	and	CCONJ
ajeer-1177	196	6	rodriguez	rodriguez	NOUN
ajeer-1177	196	7	(	(	PUNCT
ajeer-1177	196	8	2000	2000	NUM
ajeer-1177	196	9	)	)	PUNCT
ajeer-1177	196	10	suggest	suggest	VERB
ajeer-1177	196	11	that	that	SCONJ
ajeer-1177	196	12	the	the	DET
ajeer-1177	196	13	measure	measure	NOUN
ajeer-1177	196	14	of	of	ADP
ajeer-1177	196	15	productivity	productivity	NOUN
ajeer-1177	196	16	to	to	PART
ajeer-1177	196	17	be	be	AUX
ajeer-1177	196	18	used	use	VERB
ajeer-1177	196	19	should	should	AUX
ajeer-1177	196	20	depend	depend	VERB
ajeer-1177	196	21	on	on	ADP
ajeer-1177	196	22	factors	factor	NOUN
ajeer-1177	196	23	such	such	ADJ
ajeer-1177	196	24	as	as	ADP
ajeer-1177	196	25	the	the	DET
ajeer-1177	196	26	time	time	NOUN
ajeer-1177	196	27	period	period	NOUN
ajeer-1177	196	28	the	the	DET
ajeer-1177	196	29	researcher	researcher	NOUN
ajeer-1177	196	30	is	be	AUX
ajeer-1177	196	31	interested	interested	ADJ
ajeer-1177	196	32	in	in	ADP
ajeer-1177	196	33	studying	study	VERB
ajeer-1177	196	34	and	and	CCONJ
ajeer-1177	196	35	the	the	DET
ajeer-1177	196	36	comparability	comparability	NOUN
ajeer-1177	196	37	of	of	ADP
ajeer-1177	196	38	capital	capital	NOUN
ajeer-1177	196	39	stock	stock	NOUN
ajeer-1177	196	40	data	data	PROPN
ajeer-1177	196	41	.	.	PUNCT
ajeer-1177	197	1	in	in	ADP
ajeer-1177	197	2	their	their	PRON
ajeer-1177	197	3	analysis	analysis	NOUN
ajeer-1177	197	4	,	,	PUNCT
ajeer-1177	197	5	they	they	PRON
ajeer-1177	197	6	suggest	suggest	VERB
ajeer-1177	197	7	that	that	SCONJ
ajeer-1177	197	8	if	if	SCONJ
ajeer-1177	197	9	the	the	DET
ajeer-1177	197	10	time	time	NOUN
ajeer-1177	197	11	being	be	AUX
ajeer-1177	197	12	studied	study	VERB
ajeer-1177	197	13	is	be	AUX
ajeer-1177	197	14	over	over	ADP
ajeer-1177	197	15	a	a	DET
ajeer-1177	197	16	period	period	NOUN
ajeer-1177	197	17	of	of	ADP
ajeer-1177	197	18	a	a	DET
ajeer-1177	197	19	decade	decade	NOUN
ajeer-1177	197	20	or	or	CCONJ
ajeer-1177	197	21	so	so	ADV
ajeer-1177	197	22	,	,	PUNCT
ajeer-1177	197	23	then	then	ADV
ajeer-1177	197	24	the	the	DET
ajeer-1177	197	25	appropriate	appropriate	ADJ
ajeer-1177	197	26	measure	measure	NOUN
ajeer-1177	197	27	of	of	ADP
ajeer-1177	197	28	productivity	productivity	NOUN
ajeer-1177	197	29	would	would	AUX
ajeer-1177	197	30	be	be	AUX
ajeer-1177	197	31	labour	labour	ADJ
ajeer-1177	197	32	productivity	productivity	NOUN
ajeer-1177	197	33	.	.	PUNCT
ajeer-1177	198	1	in	in	ADP
ajeer-1177	198	2	contrast	contrast	NOUN
ajeer-1177	198	3	,	,	PUNCT
ajeer-1177	198	4	if	if	SCONJ
ajeer-1177	198	5	the	the	DET
ajeer-1177	198	6	interest	interest	NOUN
ajeer-1177	198	7	is	be	AUX
ajeer-1177	198	8	in	in	ADP
ajeer-1177	198	9	long	long	ADJ
ajeer-1177	198	10	run	run	NOUN
ajeer-1177	198	11	trends	trend	NOUN
ajeer-1177	198	12	of	of	ADP
ajeer-1177	198	13	several	several	ADJ
ajeer-1177	198	14	decades	decade	NOUN
ajeer-1177	198	15	,	,	PUNCT
ajeer-1177	198	16	then	then	ADV
ajeer-1177	198	17	tfp	tfp	PROPN
ajeer-1177	198	18	should	should	AUX
ajeer-1177	198	19	be	be	AUX
ajeer-1177	198	20	used	use	VERB
ajeer-1177	198	21	.	.	PUNCT
ajeer-1177	199	1	in	in	ADP
ajeer-1177	199	2	addition	addition	NOUN
ajeer-1177	199	3	,	,	PUNCT
ajeer-1177	199	4	sargent	sargent	NOUN
ajeer-1177	199	5	and	and	CCONJ
ajeer-1177	199	6	rodriguez	rodriguez	NOUN
ajeer-1177	199	7	(	(	PUNCT
ajeer-1177	199	8	2000	2000	NUM
ajeer-1177	199	9	)	)	PUNCT
ajeer-1177	199	10	opine	opine	VERB
ajeer-1177	199	11	that	that	SCONJ
ajeer-1177	199	12	if	if	SCONJ
ajeer-1177	199	13	the	the	DET
ajeer-1177	199	14	measures	measure	NOUN
ajeer-1177	199	15	of	of	ADP
ajeer-1177	199	16	capital	capital	NOUN
ajeer-1177	199	17	stock	stock	NOUN
ajeer-1177	199	18	are	be	AUX
ajeer-1177	199	19	not	not	PART
ajeer-1177	199	20	comparable	comparable	ADJ
ajeer-1177	199	21	,	,	PUNCT
ajeer-1177	199	22	then	then	ADV
ajeer-1177	199	23	again	again	ADV
ajeer-1177	199	24	labour	labour	ADJ
ajeer-1177	199	25	productivity	productivity	NOUN
ajeer-1177	199	26	should	should	AUX
ajeer-1177	199	27	be	be	AUX
ajeer-1177	199	28	used	use	VERB
ajeer-1177	199	29	.	.	PUNCT
ajeer-1177	200	1	thus	thus	ADV
ajeer-1177	200	2	,	,	PUNCT
ajeer-1177	200	3	giving	give	VERB
ajeer-1177	200	4	that	that	SCONJ
ajeer-1177	200	5	our	our	PRON
ajeer-1177	200	6	research	research	NOUN
ajeer-1177	200	7	does	do	AUX
ajeer-1177	200	8	not	not	PART
ajeer-1177	200	9	cover	cover	VERB
ajeer-1177	200	10	many	many	ADJ
ajeer-1177	200	11	decades	decade	NOUN
ajeer-1177	200	12	,	,	PUNCT
ajeer-1177	200	13	this	this	DET
ajeer-1177	200	14	research	research	NOUN
ajeer-1177	200	15	adopts	adopt	VERB
ajeer-1177	200	16	the	the	DET
ajeer-1177	200	17	labour	labour	NOUN
ajeer-1177	200	18	productivity	productivity	NOUN
ajeer-1177	200	19	measure	measure	NOUN
ajeer-1177	200	20	as	as	ADP
ajeer-1177	200	21	its	its	PRON
ajeer-1177	200	22	measure	measure	NOUN
ajeer-1177	200	23	of	of	ADP
ajeer-1177	200	24	productivity	productivity	NOUN
ajeer-1177	200	25	.	.	PUNCT
ajeer-1177	201	1	another	another	DET
ajeer-1177	201	2	benefit	benefit	NOUN
ajeer-1177	201	3	of	of	ADP
ajeer-1177	201	4	using	use	VERB
ajeer-1177	201	5	the	the	DET
ajeer-1177	201	6	labour	labour	NOUN
ajeer-1177	201	7	productivity	productivity	NOUN
ajeer-1177	201	8	approach	approach	NOUN
ajeer-1177	201	9	according	accord	VERB
ajeer-1177	201	10	to	to	ADP
ajeer-1177	201	11	sargent	sargent	NOUN
ajeer-1177	201	12	and	and	CCONJ
ajeer-1177	201	13	rodriguez	rodriguez	NOUN
ajeer-1177	201	14	(	(	PUNCT
ajeer-1177	201	15	2000	2000	NUM
ajeer-1177	201	16	)	)	PUNCT
ajeer-1177	201	17	is	be	AUX
ajeer-1177	201	18	that	that	SCONJ
ajeer-1177	201	19	,	,	PUNCT
ajeer-1177	201	20	the	the	DET
ajeer-1177	201	21	labour	labour	NOUN
ajeer-1177	201	22	productivity	productivity	NOUN
ajeer-1177	201	23	(	(	PUNCT
ajeer-1177	201	24	lp	lp	NOUN
ajeer-1177	201	25	)	)	PUNCT
ajeer-1177	201	26	framework	framework	NOUN
ajeer-1177	201	27	allows	allow	VERB
ajeer-1177	201	28	for	for	ADP
ajeer-1177	201	29	easy	easy	ADJ
ajeer-1177	201	30	comparision	comparision	NOUN
ajeer-1177	201	31	of	of	ADP
ajeer-1177	201	32	returns	return	NOUN
ajeer-1177	201	33	from	from	ADP
ajeer-1177	201	34	r&d	r&d	NOUN
ajeer-1177	201	35	investments	investment	NOUN
ajeer-1177	201	36	with	with	ADP
ajeer-1177	201	37	that	that	PRON
ajeer-1177	201	38	of	of	ADP
ajeer-1177	201	39	capital	capital	NOUN
ajeer-1177	201	40	investments	investment	NOUN
ajeer-1177	201	41	,	,	PUNCT
ajeer-1177	201	42	which	which	PRON
ajeer-1177	201	43	the	the	DET
ajeer-1177	201	44	tfp	tfp	PROPN
ajeer-1177	201	45	approach	approach	NOUN
ajeer-1177	201	46	does	do	AUX
ajeer-1177	201	47	not	not	PART
ajeer-1177	201	48	allow	allow	VERB
ajeer-1177	201	49	for	for	ADP
ajeer-1177	201	50	as	as	SCONJ
ajeer-1177	201	51	it	it	PRON
ajeer-1177	201	52	eliminates	eliminate	VERB
ajeer-1177	201	53	capital	capital	NOUN
ajeer-1177	201	54	input	input	NOUN
ajeer-1177	201	55	from	from	ADP
ajeer-1177	201	56	the	the	DET
ajeer-1177	201	57	right	right	ADJ
ajeer-1177	201	58	hand	hand	NOUN
ajeer-1177	201	59	side	side	NOUN
ajeer-1177	201	60	of	of	ADP
ajeer-1177	201	61	the	the	DET
ajeer-1177	201	62	regression	regression	NOUN
ajeer-1177	201	63	.	.	PUNCT
ajeer-1177	202	1	that	that	PRON
ajeer-1177	202	2	is	be	AUX
ajeer-1177	202	3	,	,	PUNCT
ajeer-1177	202	4	tfp	tfp	PROPN
ajeer-1177	202	5	[	[	PUNCT
ajeer-1177	202	6	log(q)it	log(q)it	PROPN
ajeer-1177	202	7	–	–	PUNCT
ajeer-1177	202	8	b1log(k)it	b1log(k)it	PROPN
ajeer-1177	202	9	–	–	PUNCT
ajeer-1177	202	10	b2log(l)it	b2log(l)it	NOUN
ajeer-1177	202	11	]	]	PUNCT
ajeer-1177	203	1	=	=	PUNCT
ajeer-1177	203	2	log	log	NOUN
ajeer-1177	203	3	(	(	PUNCT
ajeer-1177	203	4	a	a	NOUN
ajeer-1177	203	5	)	)	PUNCT
ajeer-1177	203	6	+	+	CCONJ
ajeer-1177	203	7	b3log(rd)it	b3log(rd)it	PRON
ajeer-1177	203	8	+	+	CCONJ
ajeer-1177	203	9	uit	uit	ADJ
ajeer-1177	203	10	,	,	PUNCT
ajeer-1177	203	11	(	(	PUNCT
ajeer-1177	203	12	6	6	NUM
ajeer-1177	203	13	)	)	PUNCT
ajeer-1177	203	14	the	the	DET
ajeer-1177	203	15	expression	expression	NOUN
ajeer-1177	203	16	on	on	ADP
ajeer-1177	203	17	equation	equation	NOUN
ajeer-1177	203	18	6	6	NUM
ajeer-1177	203	19	above	above	ADV
ajeer-1177	203	20	gives	give	VERB
ajeer-1177	203	21	the	the	DET
ajeer-1177	203	22	derivation	derivation	NOUN
ajeer-1177	203	23	of	of	ADP
ajeer-1177	203	24	total	total	ADJ
ajeer-1177	203	25	factor	factor	NOUN
ajeer-1177	203	26	productivity	productivity	NOUN
ajeer-1177	203	27	by	by	ADP
ajeer-1177	203	28	eliminating	eliminate	VERB
ajeer-1177	203	29	the	the	DET
ajeer-1177	203	30	presense	presense	NOUN
ajeer-1177	203	31	of	of	ADP
ajeer-1177	203	32	capital	capital	NOUN
ajeer-1177	203	33	and	and	CCONJ
ajeer-1177	203	34	labour	labour	NOUN
ajeer-1177	203	35	inputs	input	NOUN
ajeer-1177	203	36	from	from	ADP
ajeer-1177	203	37	the	the	DET
ajeer-1177	203	38	equation	equation	NOUN
ajeer-1177	203	39	.	.	PUNCT
ajeer-1177	204	1	consequently	consequently	ADV
ajeer-1177	204	2	,	,	PUNCT
ajeer-1177	204	3	the	the	DET
ajeer-1177	204	4	labour	labour	NOUN
ajeer-1177	204	5	productivity	productivity	NOUN
ajeer-1177	204	6	approach	approach	NOUN
ajeer-1177	204	7	retains	retain	VERB
ajeer-1177	204	8	the	the	DET
ajeer-1177	204	9	individual	individual	ADJ
ajeer-1177	204	10	factor	factor	NOUN
ajeer-1177	204	11	inputs	input	NOUN
ajeer-1177	204	12	(	(	PUNCT
ajeer-1177	204	13	labour	labour	NOUN
ajeer-1177	204	14	and	and	CCONJ
ajeer-1177	204	15	capital)as	capital)as	NOUN
ajeer-1177	204	16	shown	show	VERB
ajeer-1177	204	17	on	on	ADP
ajeer-1177	204	18	equation	equation	NOUN
ajeer-1177	204	19	7	7	NUM
ajeer-1177	204	20	below	below	ADV
ajeer-1177	204	21	:	:	PUNCT
ajeer-1177	204	22	lp[log(q	lp[log(q	PROPN
ajeer-1177	204	23	/	/	SYM
ajeer-1177	204	24	l)it	l)it	PROPN
ajeer-1177	204	25	]	]	PUNCT
ajeer-1177	204	26	=	=	SYM
ajeer-1177	204	27	log(a	log(a	PROPN
ajeer-1177	204	28	)	)	PUNCT
ajeer-1177	205	1	+	+	CCONJ
ajeer-1177	205	2	b1log(k)it	b1log(k)it	PROPN
ajeer-1177	205	3	+	+	CCONJ
ajeer-1177	205	4	b3log(rd)it	b3log(rd)it	PRON
ajeer-1177	205	5	+	+	ADJ
ajeer-1177	205	6	uit	uit	NOUN
ajeer-1177	205	7	(	(	PUNCT
ajeer-1177	205	8	7	7	NUM
ajeer-1177	205	9	)	)	PUNCT
ajeer-1177	205	10	this	this	DET
ajeer-1177	205	11	labour	labour	NOUN
ajeer-1177	205	12	productivity	productivity	NOUN
ajeer-1177	205	13	approach	approach	NOUN
ajeer-1177	205	14	is	be	AUX
ajeer-1177	205	15	the	the	DET
ajeer-1177	205	16	same	same	ADJ
ajeer-1177	205	17	productivity	productivity	NOUN
ajeer-1177	205	18	measure	measure	NOUN
ajeer-1177	205	19	adopted	adopt	VERB
ajeer-1177	205	20	in	in	ADP
ajeer-1177	205	21	wakelin	wakelin	PROPN
ajeer-1177	205	22	(	(	PUNCT
ajeer-1177	205	23	2001	2001	NUM
ajeer-1177	205	24	)	)	PUNCT
ajeer-1177	205	25	;	;	PUNCT
ajeer-1177	205	26	hubert	hubert	NOUN
ajeer-1177	205	27	and	and	CCONJ
ajeer-1177	205	28	pain	pain	NOUN
ajeer-1177	205	29	(	(	PUNCT
ajeer-1177	205	30	2001	2001	NUM
ajeer-1177	205	31	)	)	PUNCT
ajeer-1177	205	32	;	;	PUNCT
ajeer-1177	205	33	geroski	geroski	NOUN
ajeer-1177	205	34	(	(	PUNCT
ajeer-1177	205	35	1991	1991	NUM
ajeer-1177	205	36	)	)	PUNCT
ajeer-1177	205	37	also	also	ADV
ajeer-1177	205	38	used	use	VERB
ajeer-1177	205	39	in	in	ADP
ajeer-1177	205	40	hall	hall	NOUN
ajeer-1177	205	41	and	and	CCONJ
ajeer-1177	205	42	mairesse	mairesse	NOUN
ajeer-1177	205	43	(	(	PUNCT
ajeer-1177	205	44	1995	1995	NUM
ajeer-1177	205	45	)	)	PUNCT
ajeer-1177	205	46	.	.	PUNCT
ajeer-1177	206	1	nevertheless	nevertheless	ADV
ajeer-1177	206	2	,	,	PUNCT
ajeer-1177	206	3	there	there	PRON
ajeer-1177	206	4	was	be	VERB
ajeer-1177	206	5	no	no	DET
ajeer-1177	206	6	signicant	signicant	ADJ
ajeer-1177	206	7	difference	difference	NOUN
ajeer-1177	206	8	found	find	VERB
ajeer-1177	206	9	between	between	ADP
ajeer-1177	206	10	tfp	tfp	PROPN
ajeer-1177	206	11	and	and	CCONJ
ajeer-1177	206	12	lp	lp	ADJ
ajeer-1177	206	13	studies	study	NOUN
ajeer-1177	206	14	in	in	ADP
ajeer-1177	206	15	our	our	PRON
ajeer-1177	206	16	literature	literature	NOUN
ajeer-1177	206	17	review	review	NOUN
ajeer-1177	206	18	.	.	PUNCT
ajeer-1177	207	1	respect	respect	VERB
ajeer-1177	207	2	that	that	SCONJ
ajeer-1177	207	3	in	in	ADP
ajeer-1177	207	4	adopting	adopt	VERB
ajeer-1177	207	5	the	the	DET
ajeer-1177	207	6	the	the	DET
ajeer-1177	207	7	lp	lp	PROPN
ajeer-1177	207	8	apporach	apporach	NOUN
ajeer-1177	207	9	,	,	PUNCT
ajeer-1177	207	10	hall	hall	NOUN
ajeer-1177	207	11	and	and	CCONJ
ajeer-1177	207	12	mairesse	mairesse	NOUN
ajeer-1177	207	13	(	(	PUNCT
ajeer-1177	207	14	1995	1995	NUM
ajeer-1177	207	15	)	)	PUNCT
ajeer-1177	207	16	state	state	NOUN
ajeer-1177	207	17	that	that	SCONJ
ajeer-1177	207	18	the	the	DET
ajeer-1177	207	19	idea	idea	NOUN
ajeer-1177	207	20	is	be	AUX
ajeer-1177	207	21	simultaneously	simultaneously	ADV
ajeer-1177	207	22	imposing	impose	VERB
ajeer-1177	207	23	that	that	DET
ajeer-1177	207	24	partial	partial	ADJ
ajeer-1177	207	25	elasticity	elasticity	NOUN
ajeer-1177	207	26	of	of	ADP
ajeer-1177	207	27	output	output	NOUN
ajeer-1177	207	28	with	with	ADP
ajeer-1177	207	29	respect	respect	NOUN
ajeer-1177	207	30	to	to	ADP
ajeer-1177	207	31	labour	labour	NOUN
ajeer-1177	207	32	equals	equal	VERB
ajeer-1177	207	33	one	one	NUM
ajeer-1177	207	34	for	for	ADP
ajeer-1177	207	35	constant	constant	ADJ
ajeer-1177	207	36	returns	return	NOUN
ajeer-1177	207	37	to	to	PART
ajeer-1177	207	38	scale	scale	VERB
ajeer-1177	207	39	to	to	PART
ajeer-1177	207	40	exist	exist	VERB
ajeer-1177	207	41	(	(	PUNCT
ajeer-1177	207	42	that	that	PRON
ajeer-1177	207	43	is	be	AUX
ajeer-1177	207	44	,	,	PUNCT
ajeer-1177	207	45	b2	b2	NOUN
ajeer-1177	207	46	=	=	NOUN
ajeer-1177	207	47	1	1	NUM
ajeer-1177	207	48	)	)	PUNCT
ajeer-1177	207	49	although	although	SCONJ
ajeer-1177	207	50	this	this	PRON
ajeer-1177	207	51	is	be	AUX
ajeer-1177	207	52	not	not	PART
ajeer-1177	207	53	tested	test	VERB
ajeer-1177	207	54	in	in	ADP
ajeer-1177	207	55	this	this	DET
ajeer-1177	207	56	study	study	NOUN
ajeer-1177	207	57	.	.	PUNCT
ajeer-1177	208	1	for	for	ADP
ajeer-1177	208	2	convenience	convenience	NOUN
ajeer-1177	208	3	,	,	PUNCT
ajeer-1177	208	4	we	we	PRON
ajeer-1177	208	5	rearrange	rearrange	VERB
ajeer-1177	208	6	equation	equation	NOUN
ajeer-1177	208	7	7	7	NUM
ajeer-1177	208	8	as	as	SCONJ
ajeer-1177	208	9	follows	follow	VERB
ajeer-1177	208	10	:	:	PUNCT
ajeer-1177	208	11	log	log	NOUN
ajeer-1177	208	12	(	(	PUNCT
ajeer-1177	208	13	q	q	NOUN
ajeer-1177	208	14	/	/	SYM
ajeer-1177	208	15	l	l	NOUN
ajeer-1177	208	16	)	)	PUNCT
ajeer-1177	208	17	it	it	PRON
ajeer-1177	209	1	=	=	PUNCT
ajeer-1177	209	2	log	log	NOUN
ajeer-1177	209	3	(	(	PUNCT
ajeer-1177	209	4	a	a	NOUN
ajeer-1177	209	5	)	)	PUNCT
ajeer-1177	209	6	+	+	NUM
ajeer-1177	209	7	b1log	b1log	NOUN
ajeer-1177	209	8	(	(	PUNCT
ajeer-1177	209	9	k	k	NOUN
ajeer-1177	209	10	)	)	PUNCT
ajeer-1177	209	11	it	it	PRON
ajeer-1177	210	1	+	+	PROPN
ajeer-1177	210	2	b3log	b3log	PROPN
ajeer-1177	210	3	(	(	PUNCT
ajeer-1177	210	4	rd	rd	NOUN
ajeer-1177	210	5	)	)	PUNCT
ajeer-1177	210	6	it	it	PRON
ajeer-1177	210	7	+	+	CCONJ
ajeer-1177	210	8	uit	uit	PROPN
ajeer-1177	210	9	(	(	PUNCT
ajeer-1177	210	10	8)	8)	NUM
ajeer-1177	210	11	the	the	DET
ajeer-1177	210	12	expression	expression	NOUN
ajeer-1177	210	13	on	on	ADP
ajeer-1177	210	14	the	the	DET
ajeer-1177	210	15	left	left	ADJ
ajeer-1177	210	16	hand	hand	NOUN
ajeer-1177	210	17	side	side	NOUN
ajeer-1177	210	18	log(q	log(q	PROPN
ajeer-1177	210	19	/	/	SYM
ajeer-1177	210	20	l	l	NOUN
ajeer-1177	210	21	)	)	PUNCT
ajeer-1177	210	22	clearly	clearly	ADV
ajeer-1177	210	23	defines	define	VERB
ajeer-1177	210	24	labout	labout	NOUN
ajeer-1177	210	25	productivity	productivity	NOUN
ajeer-1177	210	26	as	as	ADP
ajeer-1177	210	27	the	the	DET
ajeer-1177	210	28	change	change	NOUN
ajeer-1177	210	29	in	in	ADP
ajeer-1177	210	30	output	output	NOUN
ajeer-1177	210	31	per	per	ADP
ajeer-1177	210	32	employee	employee	NOUN
ajeer-1177	210	33	at	at	ADP
ajeer-1177	210	34	a	a	DET
ajeer-1177	210	35	particular	particular	ADJ
ajeer-1177	210	36	industry	industry	NOUN
ajeer-1177	210	37	and	and	CCONJ
ajeer-1177	210	38	specific	specific	ADJ
ajeer-1177	210	39	time	time	NOUN
ajeer-1177	210	40	period	period	NOUN
ajeer-1177	210	41	,	,	PUNCT
ajeer-1177	210	42	which	which	PRON
ajeer-1177	210	43	is	be	AUX
ajeer-1177	210	44	explained	explain	VERB
ajeer-1177	210	45	by	by	ADP
ajeer-1177	210	46	capital	capital	NOUN
ajeer-1177	210	47	log(kit	log(kit	PROPN
ajeer-1177	210	48	)	)	PUNCT
ajeer-1177	210	49	and	and	CCONJ
ajeer-1177	210	50	r&d	r&d	NOUN
ajeer-1177	210	51	expenditure	expenditure	NOUN
ajeer-1177	210	52	log(rdit	log(rdit	NOUN
ajeer-1177	210	53	)	)	PUNCT
ajeer-1177	210	54	.	.	PUNCT
ajeer-1177	211	1	many	many	ADJ
ajeer-1177	211	2	authors	author	NOUN
ajeer-1177	211	3	,	,	PUNCT
ajeer-1177	211	4	including	include	VERB
ajeer-1177	211	5	wakelin	wakelin	PROPN
ajeer-1177	211	6	(	(	PUNCT
ajeer-1177	211	7	2001	2001	NUM
ajeer-1177	211	8	)	)	PUNCT
ajeer-1177	211	9	maintain	maintain	VERB
ajeer-1177	211	10	that	that	SCONJ
ajeer-1177	211	11	equation	equation	NOUN
ajeer-1177	211	12	8	8	NUM
ajeer-1177	211	13	reduces	reduce	VERB
ajeer-1177	211	14	the	the	DET
ajeer-1177	211	15	problem	problem	NOUN
ajeer-1177	211	16	of	of	ADP
ajeer-1177	211	17	multicollinearity	multicollinearity	NOUN
ajeer-1177	211	18	present	present	NOUN
ajeer-1177	211	19	in	in	ADP
ajeer-1177	211	20	equation	equation	NOUN
ajeer-1177	211	21	5	5	NUM
ajeer-1177	211	22	by	by	ADP
ajeer-1177	211	23	removing	remove	VERB
ajeer-1177	211	24	one	one	NUM
ajeer-1177	211	25	explanatory	explanatory	ADJ
ajeer-1177	211	26	variable	variable	NOUN
ajeer-1177	211	27	.	.	PUNCT
ajeer-1177	212	1	asian	asian	ADJ
ajeer-1177	212	2	journal	journal	PROPN
ajeer-1177	212	3	of	of	ADP
ajeer-1177	212	4	economics	economic	NOUN
ajeer-1177	212	5	and	and	CCONJ
ajeer-1177	212	6	empirical	empirical	ADJ
ajeer-1177	212	7	research	research	NOUN
ajeer-1177	212	8	,	,	PUNCT
ajeer-1177	212	9	2019	2019	NUM
ajeer-1177	212	10	,	,	PUNCT
ajeer-1177	212	11	6(2	6(2	NUM
ajeer-1177	212	12	):	):	PUNCT
ajeer-1177	212	13	205	205	NUM
ajeer-1177	212	14	-	-	SYM
ajeer-1177	212	15	215	215	NUM
ajeer-1177	212	16	212	212	NUM
ajeer-1177	212	17	©	©	PROPN
ajeer-1177	212	18	2019	2019	NUM
ajeer-1177	212	19	by	by	ADP
ajeer-1177	212	20	the	the	DET
ajeer-1177	212	21	authors	author	NOUN
ajeer-1177	212	22	;	;	PUNCT
ajeer-1177	212	23	licensee	licensee	PROPN
ajeer-1177	212	24	asian	asian	ADJ
ajeer-1177	212	25	online	online	PROPN
ajeer-1177	212	26	journal	journal	PROPN
ajeer-1177	212	27	publishing	publishing	NOUN
ajeer-1177	212	28	group	group	NOUN
ajeer-1177	212	29	according	accord	VERB
ajeer-1177	212	30	to	to	ADP
ajeer-1177	212	31	moen	moen	PROPN
ajeer-1177	212	32	and	and	CCONJ
ajeer-1177	212	33	burchardt	burchardt	ADJ
ajeer-1177	212	34	(	(	PUNCT
ajeer-1177	212	35	2009	2009	NUM
ajeer-1177	212	36	)	)	PUNCT
ajeer-1177	212	37	estimating	estimate	VERB
ajeer-1177	212	38	equation	equation	NOUN
ajeer-1177	212	39	8	8	NUM
ajeer-1177	212	40	at	at	ADP
ajeer-1177	212	41	its	its	PRON
ajeer-1177	212	42	present	present	ADJ
ajeer-1177	212	43	state	state	NOUN
ajeer-1177	212	44	will	will	AUX
ajeer-1177	212	45	yield	yield	VERB
ajeer-1177	212	46	unreliable	unreliable	ADJ
ajeer-1177	212	47	results	result	NOUN
ajeer-1177	212	48	and	and	CCONJ
ajeer-1177	212	49	therefore	therefore	ADV
ajeer-1177	212	50	r&d	r&d	NOUN
ajeer-1177	212	51	needs	need	VERB
ajeer-1177	212	52	to	to	PART
ajeer-1177	212	53	be	be	AUX
ajeer-1177	212	54	lagged	lag	VERB
ajeer-1177	212	55	.	.	PUNCT
ajeer-1177	213	1	moen	moen	PROPN
ajeer-1177	213	2	and	and	CCONJ
ajeer-1177	213	3	burchardt	burchardt	ADJ
ajeer-1177	213	4	(	(	PUNCT
ajeer-1177	213	5	2009	2009	NUM
ajeer-1177	213	6	)	)	PUNCT
ajeer-1177	213	7	,	,	PUNCT
ajeer-1177	213	8	stating	state	VERB
ajeer-1177	213	9	that	that	SCONJ
ajeer-1177	213	10	,	,	PUNCT
ajeer-1177	213	11	r&d	r&d	NOUN
ajeer-1177	213	12	is	be	AUX
ajeer-1177	213	13	found	find	VERB
ajeer-1177	213	14	to	to	PART
ajeer-1177	213	15	take	take	VERB
ajeer-1177	213	16	an	an	DET
ajeer-1177	213	17	average	average	NOUN
ajeer-1177	213	18	of	of	ADP
ajeer-1177	213	19	6	6	NUM
ajeer-1177	213	20	to	to	PART
ajeer-1177	213	21	18	18	NUM
ajeer-1177	213	22	months	month	NOUN
ajeer-1177	213	23	to	to	PART
ajeer-1177	213	24	reach	reach	VERB
ajeer-1177	213	25	the	the	DET
ajeer-1177	213	26	finished	finished	ADJ
ajeer-1177	213	27	development	development	NOUN
ajeer-1177	213	28	.	.	PUNCT
ajeer-1177	214	1	this	this	PRON
ajeer-1177	214	2	implies	imply	VERB
ajeer-1177	214	3	that	that	SCONJ
ajeer-1177	214	4	a	a	DET
ajeer-1177	214	5	minimum	minimum	ADJ
ajeer-1177	214	6	lag	lag	NOUN
ajeer-1177	214	7	of	of	ADP
ajeer-1177	214	8	1	1	NUM
ajeer-1177	214	9	year	year	NOUN
ajeer-1177	214	10	can	can	AUX
ajeer-1177	214	11	be	be	AUX
ajeer-1177	214	12	added	add	VERB
ajeer-1177	214	13	to	to	ADP
ajeer-1177	214	14	our	our	PRON
ajeer-1177	214	15	r&d	r&d	NOUN
ajeer-1177	214	16	variable	variable	NOUN
ajeer-1177	214	17	in	in	ADP
ajeer-1177	214	18	equation	equation	NOUN
ajeer-1177	214	19	8	8	NUM
ajeer-1177	214	20	to	to	PART
ajeer-1177	214	21	adjust	adjust	VERB
ajeer-1177	214	22	for	for	ADP
ajeer-1177	214	23	the	the	DET
ajeer-1177	214	24	time	time	NOUN
ajeer-1177	214	25	it	it	PRON
ajeer-1177	214	26	takes	take	VERB
ajeer-1177	214	27	for	for	SCONJ
ajeer-1177	214	28	r&d	r&d	NOUN
ajeer-1177	214	29	to	to	PART
ajeer-1177	214	30	start	start	VERB
ajeer-1177	214	31	yielding	yield	VERB
ajeer-1177	214	32	results	result	NOUN
ajeer-1177	214	33	in	in	ADP
ajeer-1177	214	34	the	the	DET
ajeer-1177	214	35	industries	industry	NOUN
ajeer-1177	214	36	.	.	PUNCT
ajeer-1177	215	1	according	accord	VERB
ajeer-1177	215	2	to	to	ADP
ajeer-1177	215	3	nishioka	nishioka	NOUN
ajeer-1177	215	4	and	and	CCONJ
ajeer-1177	215	5	ripoll	ripoll	ADJ
ajeer-1177	215	6	(	(	PUNCT
ajeer-1177	215	7	2012	2012	NUM
ajeer-1177	215	8	)	)	PUNCT
ajeer-1177	215	9	lagging	lag	VERB
ajeer-1177	215	10	r&d	r&d	NOUN
ajeer-1177	215	11	variable	variable	NOUN
ajeer-1177	215	12	also	also	ADV
ajeer-1177	215	13	goes	go	VERB
ajeer-1177	215	14	to	to	PART
ajeer-1177	215	15	solve	solve	VERB
ajeer-1177	215	16	the	the	DET
ajeer-1177	215	17	endogeneity	endogeneity	NOUN
ajeer-1177	215	18	problem	problem	NOUN
ajeer-1177	215	19	which	which	PRON
ajeer-1177	215	20	could	could	AUX
ajeer-1177	215	21	be	be	AUX
ajeer-1177	215	22	present	present	ADJ
ajeer-1177	215	23	in	in	ADP
ajeer-1177	215	24	equation	equation	NOUN
ajeer-1177	215	25	8	8	NUM
ajeer-1177	215	26	between	between	ADP
ajeer-1177	215	27	r&d	r&d	NOUN
ajeer-1177	215	28	expenditure	expenditure	NOUN
ajeer-1177	215	29	and	and	CCONJ
ajeer-1177	215	30	productivity	productivity	NOUN
ajeer-1177	215	31	growth	growth	NOUN
ajeer-1177	215	32	.	.	PUNCT
ajeer-1177	216	1	additionally	additionally	ADV
ajeer-1177	216	2	,	,	PUNCT
ajeer-1177	216	3	in	in	ADP
ajeer-1177	216	4	order	order	NOUN
ajeer-1177	216	5	to	to	PART
ajeer-1177	216	6	use	use	VERB
ajeer-1177	216	7	variables	variable	NOUN
ajeer-1177	216	8	in	in	ADP
ajeer-1177	216	9	their	their	PRON
ajeer-1177	216	10	rate	rate	NOUN
ajeer-1177	216	11	of	of	ADP
ajeer-1177	216	12	change	change	NOUN
ajeer-1177	216	13	form	form	NOUN
ajeer-1177	216	14	(	(	PUNCT
ajeer-1177	216	15	that	that	PRON
ajeer-1177	216	16	is	is	ADV
ajeer-1177	216	17	,	,	PUNCT
ajeer-1177	216	18	making	make	VERB
ajeer-1177	216	19	variables	variable	NOUN
ajeer-1177	216	20	stationary	stationary	ADJ
ajeer-1177	216	21	)	)	PUNCT
ajeer-1177	216	22	,	,	PUNCT
ajeer-1177	216	23	which	which	PRON
ajeer-1177	216	24	completely	completely	ADV
ajeer-1177	216	25	eliminates	eliminate	VERB
ajeer-1177	216	26	the	the	DET
ajeer-1177	216	27	problem	problem	NOUN
ajeer-1177	216	28	of	of	ADP
ajeer-1177	216	29	spurious	spurious	ADJ
ajeer-1177	216	30	regression	regression	NOUN
ajeer-1177	216	31	,	,	PUNCT
ajeer-1177	216	32	we	we	PRON
ajeer-1177	216	33	apply	apply	VERB
ajeer-1177	216	34	first	first	ADJ
ajeer-1177	216	35	difference	difference	NOUN
ajeer-1177	216	36	transformation	transformation	NOUN
ajeer-1177	216	37	to	to	ADP
ajeer-1177	216	38	the	the	DET
ajeer-1177	216	39	log	log	NOUN
ajeer-1177	216	40	variables	variable	NOUN
ajeer-1177	216	41	as	as	SCONJ
ajeer-1177	216	42	advised	advise	VERB
ajeer-1177	216	43	in	in	ADP
ajeer-1177	216	44	wakelin	wakelin	PROPN
ajeer-1177	216	45	(	(	PUNCT
ajeer-1177	216	46	2001	2001	NUM
ajeer-1177	216	47	)	)	PUNCT
ajeer-1177	216	48	.	.	PUNCT
ajeer-1177	217	1	panel	panel	NOUN
ajeer-1177	217	2	unit	unit	NOUN
ajeer-1177	217	3	root	root	PROPN
ajeer-1177	217	4	test	test	NOUN
ajeer-1177	217	5	outputs	output	NOUN
ajeer-1177	217	6	are	be	AUX
ajeer-1177	217	7	found	find	VERB
ajeer-1177	217	8	in	in	ADP
ajeer-1177	217	9	appendix	appendix	NOUN
ajeer-1177	217	10	1	1	NUM
ajeer-1177	217	11	,	,	PUNCT
ajeer-1177	217	12	using	use	VERB
ajeer-1177	217	13	i	i	PRON
ajeer-1177	217	14	m	m	VERB
ajeer-1177	217	15	pesaran	pesaran	ADJ
ajeer-1177	217	16	and	and	CCONJ
ajeer-1177	217	17	shin	shin	NOUN
ajeer-1177	217	18	w	w	NOUN
ajeer-1177	217	19	-	-	PUNCT
ajeer-1177	217	20	stat	stat	NOUN
ajeer-1177	217	21	,	,	PUNCT
ajeer-1177	217	22	adf	adf	PROPN
ajeer-1177	217	23	-	-	PUNCT
ajeer-1177	217	24	fisher	fisher	PROPN
ajeer-1177	217	25	chi	chi	PROPN
ajeer-1177	217	26	-	-	PUNCT
ajeer-1177	217	27	square	square	ADJ
ajeer-1177	217	28	,	,	PUNCT
ajeer-1177	217	29	pp	pp	PROPN
ajeer-1177	217	30	-	-	PUNCT
ajeer-1177	217	31	fisher	fisher	NOUN
ajeer-1177	217	32	chi	chi	PROPN
ajeer-1177	217	33	-	-	PUNCT
ajeer-1177	217	34	square	square	PROPN
ajeer-1177	217	35	and	and	CCONJ
ajeer-1177	217	36	levin	levin	PROPN
ajeer-1177	217	37	,	,	PUNCT
ajeer-1177	217	38	lin	lin	PROPN
ajeer-1177	217	39	&	&	CCONJ
ajeer-1177	217	40	chu	chu	PROPN
ajeer-1177	217	41	t.	t.	PROPN
ajeer-1177	217	42	the	the	DET
ajeer-1177	217	43	results	result	NOUN
ajeer-1177	217	44	indicate	indicate	VERB
ajeer-1177	217	45	that	that	SCONJ
ajeer-1177	217	46	at	at	ADP
ajeer-1177	217	47	level	level	NOUN
ajeer-1177	217	48	with	with	ADP
ajeer-1177	217	49	individual	individual	ADJ
ajeer-1177	217	50	industry	industry	NOUN
ajeer-1177	217	51	intercept	intercept	NOUN
ajeer-1177	217	52	and	and	CCONJ
ajeer-1177	217	53	trend	trend	NOUN
ajeer-1177	217	54	,	,	PUNCT
ajeer-1177	217	55	log	log	NOUN
ajeer-1177	217	56	variables	variable	NOUN
ajeer-1177	217	57	still	still	ADV
ajeer-1177	217	58	possess	possess	VERB
ajeer-1177	217	59	unit	unit	NOUN
ajeer-1177	217	60	root	root	NOUN
ajeer-1177	217	61	,	,	PUNCT
ajeer-1177	217	62	as	as	SCONJ
ajeer-1177	217	63	we	we	PRON
ajeer-1177	217	64	fail	fail	VERB
ajeer-1177	217	65	to	to	PART
ajeer-1177	217	66	reject	reject	VERB
ajeer-1177	217	67	this	this	DET
ajeer-1177	217	68	null	null	ADJ
ajeer-1177	217	69	hypothesis	hypothesis	NOUN
ajeer-1177	217	70	because	because	SCONJ
ajeer-1177	217	71	of	of	ADP
ajeer-1177	217	72	insignificant	insignificant	ADJ
ajeer-1177	217	73	probability	probability	NOUN
ajeer-1177	217	74	values	value	NOUN
ajeer-1177	217	75	at	at	ADP
ajeer-1177	217	76	0.05	0.05	NUM
ajeer-1177	217	77	,	,	PUNCT
ajeer-1177	217	78	coming	come	VERB
ajeer-1177	217	79	from	from	ADP
ajeer-1177	217	80	majority	majority	NOUN
ajeer-1177	217	81	of	of	ADP
ajeer-1177	217	82	the	the	DET
ajeer-1177	217	83	tests	test	NOUN
ajeer-1177	217	84	listed	list	VERB
ajeer-1177	217	85	above	above	ADV
ajeer-1177	217	86	.	.	PUNCT
ajeer-1177	218	1	meanwhile	meanwhile	ADV
ajeer-1177	218	2	at	at	ADP
ajeer-1177	218	3	first	first	ADJ
ajeer-1177	218	4	difference	difference	NOUN
ajeer-1177	218	5	,	,	PUNCT
ajeer-1177	218	6	null	null	ADJ
ajeer-1177	218	7	hypothesis	hypothesis	NOUN
ajeer-1177	218	8	of	of	ADP
ajeer-1177	218	9	unit	unit	NOUN
ajeer-1177	218	10	root	root	NOUN
ajeer-1177	218	11	is	be	AUX
ajeer-1177	218	12	confidently	confidently	ADV
ajeer-1177	218	13	rejected	reject	VERB
ajeer-1177	218	14	because	because	SCONJ
ajeer-1177	218	15	of	of	ADP
ajeer-1177	218	16	significant	significant	ADJ
ajeer-1177	218	17	probability	probability	NOUN
ajeer-1177	218	18	values	value	NOUN
ajeer-1177	218	19	at	at	ADP
ajeer-1177	218	20	0.05	0.05	NUM
ajeer-1177	218	21	from	from	ADP
ajeer-1177	218	22	all	all	DET
ajeer-1177	218	23	the	the	DET
ajeer-1177	218	24	tests	test	NOUN
ajeer-1177	218	25	.	.	PUNCT
ajeer-1177	219	1	this	this	PRON
ajeer-1177	219	2	leads	lead	VERB
ajeer-1177	219	3	to	to	ADP
ajeer-1177	219	4	the	the	DET
ajeer-1177	219	5	final	final	ADJ
ajeer-1177	219	6	specification	specification	NOUN
ajeer-1177	219	7	:	:	PUNCT
ajeer-1177	219	8	δlog	δlog	NOUN
ajeer-1177	219	9	(	(	PUNCT
ajeer-1177	219	10	q	q	NOUN
ajeer-1177	219	11	/	/	SYM
ajeer-1177	219	12	l	l	NOUN
ajeer-1177	219	13	)	)	PUNCT
ajeer-1177	220	1	it	it	PRON
ajeer-1177	220	2	=	=	PUNCT
ajeer-1177	220	3	log	log	NOUN
ajeer-1177	220	4	(	(	PUNCT
ajeer-1177	220	5	a	a	NOUN
ajeer-1177	220	6	)	)	PUNCT
ajeer-1177	220	7	+	+	CCONJ
ajeer-1177	220	8	b1	b1	NOUN
ajeer-1177	220	9	δlog	δlog	NOUN
ajeer-1177	220	10	(	(	PUNCT
ajeer-1177	220	11	k)it	k)it	PROPN
ajeer-1177	220	12	+	+	PROPN
ajeer-1177	220	13	b3	b3	PROPN
ajeer-1177	220	14	δlog	δlog	NOUN
ajeer-1177	220	15	(	(	PUNCT
ajeer-1177	220	16	rd	rd	NOUN
ajeer-1177	220	17	)	)	PUNCT
ajeer-1177	220	18	it	it	PRON
ajeer-1177	221	1	+	+	CCONJ
ajeer-1177	221	2	b4	b4	PROPN
ajeer-1177	221	3	δlog	δlog	NOUN
ajeer-1177	221	4	(	(	PUNCT
ajeer-1177	221	5	rd	rd	NOUN
ajeer-1177	221	6	(	(	PUNCT
ajeer-1177	221	7	1	1	NUM
ajeer-1177	221	8	)	)	PUNCT
ajeer-1177	221	9	)	)	PUNCT
ajeer-1177	222	1	it	it	PRON
ajeer-1177	222	2	+	+	CCONJ
ajeer-1177	222	3	uit	uit	ADJ
ajeer-1177	222	4	(	(	PUNCT
ajeer-1177	222	5	9	9	NUM
ajeer-1177	222	6	)	)	PUNCT
ajeer-1177	222	7	thus	thus	ADV
ajeer-1177	222	8	,	,	PUNCT
ajeer-1177	222	9	equation	equation	NOUN
ajeer-1177	222	10	9	9	NUM
ajeer-1177	222	11	above	above	ADV
ajeer-1177	222	12	can	can	AUX
ajeer-1177	222	13	be	be	AUX
ajeer-1177	222	14	best	well	ADV
ajeer-1177	222	15	interpreted	interpret	VERB
ajeer-1177	222	16	as	as	ADP
ajeer-1177	222	17	observing	observe	VERB
ajeer-1177	222	18	long	long	ADJ
ajeer-1177	222	19	-	-	PUNCT
ajeer-1177	222	20	run	run	NOUN
ajeer-1177	222	21	elasticity	elasticity	NOUN
ajeer-1177	222	22	of	of	ADP
ajeer-1177	222	23	labour	labour	NOUN
ajeer-1177	222	24	productivity	productivity	NOUN
ajeer-1177	222	25	with	with	ADP
ajeer-1177	222	26	respect	respect	NOUN
ajeer-1177	222	27	to	to	ADP
ajeer-1177	222	28	r&d	r&d	NOUN
ajeer-1177	222	29	expenditure	expenditure	NOUN
ajeer-1177	222	30	,	,	PUNCT
ajeer-1177	222	31	denoted	denote	VERB
ajeer-1177	222	32	by	by	ADP
ajeer-1177	222	33	b4	b4	NOUN
ajeer-1177	222	34	.	.	PUNCT
ajeer-1177	223	1	equation	equation	NOUN
ajeer-1177	223	2	9	9	NUM
ajeer-1177	223	3	thus	thus	ADV
ajeer-1177	223	4	becomes	become	VERB
ajeer-1177	223	5	the	the	DET
ajeer-1177	223	6	final	final	ADJ
ajeer-1177	223	7	specification	specification	NOUN
ajeer-1177	223	8	.	.	PUNCT
ajeer-1177	224	1	the	the	DET
ajeer-1177	224	2	equation	equation	NOUN
ajeer-1177	224	3	was	be	AUX
ajeer-1177	224	4	therefore	therefore	ADV
ajeer-1177	224	5	estimated	estimate	VERB
ajeer-1177	224	6	using	use	VERB
ajeer-1177	224	7	both	both	DET
ajeer-1177	224	8	fixed	fix	VERB
ajeer-1177	224	9	effects	effect	NOUN
ajeer-1177	224	10	and	and	CCONJ
ajeer-1177	224	11	random	random	ADJ
ajeer-1177	224	12	effects	effect	NOUN
ajeer-1177	224	13	methods	method	NOUN
ajeer-1177	224	14	,	,	PUNCT
ajeer-1177	224	15	and	and	CCONJ
ajeer-1177	224	16	the	the	DET
ajeer-1177	224	17	hausman	hausman	ADJ
ajeer-1177	224	18	test	test	NOUN
ajeer-1177	224	19	was	be	AUX
ajeer-1177	224	20	used	use	VERB
ajeer-1177	224	21	to	to	PART
ajeer-1177	224	22	determine	determine	VERB
ajeer-1177	224	23	the	the	DET
ajeer-1177	224	24	appropriate	appropriate	ADJ
ajeer-1177	224	25	method	method	NOUN
ajeer-1177	224	26	that	that	PRON
ajeer-1177	224	27	produced	produce	VERB
ajeer-1177	224	28	a	a	DET
ajeer-1177	224	29	more	more	ADV
ajeer-1177	224	30	desirable	desirable	ADJ
ajeer-1177	224	31	result	result	NOUN
ajeer-1177	224	32	.	.	PUNCT
ajeer-1177	225	1	5	5	X
ajeer-1177	225	2	.	.	X
ajeer-1177	225	3	empirical	empirical	ADJ
ajeer-1177	225	4	results	result	NOUN
ajeer-1177	225	5	the	the	DET
ajeer-1177	225	6	purpose	purpose	NOUN
ajeer-1177	225	7	of	of	ADP
ajeer-1177	225	8	this	this	DET
ajeer-1177	225	9	section	section	NOUN
ajeer-1177	225	10	is	be	AUX
ajeer-1177	225	11	to	to	PART
ajeer-1177	225	12	provide	provide	VERB
ajeer-1177	225	13	answer	answer	NOUN
ajeer-1177	225	14	to	to	AUX
ajeer-1177	225	15	research	research	NOUN
ajeer-1177	225	16	questions	question	NOUN
ajeer-1177	225	17	therefore	therefore	ADV
ajeer-1177	225	18	;	;	PUNCT
ajeer-1177	225	19	we	we	PRON
ajeer-1177	225	20	start	start	VERB
ajeer-1177	225	21	with	with	ADP
ajeer-1177	225	22	regression	regression	NOUN
ajeer-1177	225	23	results	result	NOUN
ajeer-1177	225	24	for	for	ADP
ajeer-1177	225	25	equation	equation	NOUN
ajeer-1177	225	26	9	9	NUM
ajeer-1177	225	27	at	at	ADP
ajeer-1177	225	28	a	a	DET
ajeer-1177	225	29	panel	panel	NOUN
ajeer-1177	225	30	level	level	NOUN
ajeer-1177	225	31	for	for	ADP
ajeer-1177	225	32	the	the	DET
ajeer-1177	225	33	industries	industry	NOUN
ajeer-1177	225	34	.	.	PUNCT
ajeer-1177	226	1	table-9	table-9	ADV
ajeer-1177	226	2	.	.	PUNCT
ajeer-1177	227	1	pooled	pool	VERB
ajeer-1177	227	2	ols	ols	PROPN
ajeer-1177	227	3	.	.	PUNCT
ajeer-1177	228	1	variable	variable	ADJ
ajeer-1177	228	2	coefficient	coefficient	NOUN
ajeer-1177	228	3	std	std	PROPN
ajeer-1177	228	4	.	.	NOUN
ajeer-1177	228	5	error	error	NOUN
ajeer-1177	228	6	t	t	NOUN
ajeer-1177	228	7	-	-	PUNCT
ajeer-1177	228	8	statistic	statistic	NOUN
ajeer-1177	228	9	prob	prob	NOUN
ajeer-1177	228	10	.	.	PUNCT
ajeer-1177	229	1	c	c	NOUN
ajeer-1177	229	2	0.005527	0.005527	NUM
ajeer-1177	229	3	0.001041	0.001041	NUM
ajeer-1177	230	1	5.307143	5.307143	NUM
ajeer-1177	230	2	0.0000	0.0000	NUM
ajeer-1177	230	3	dlnk	dlnk	NOUN
ajeer-1177	230	4	-0.010417	-0.010417	PUNCT
ajeer-1177	230	5	0.028752	0.028752	NUM
ajeer-1177	230	6	-0.362289	-0.362289	NOUN
ajeer-1177	231	1	0.7175	0.7175	NUM
ajeer-1177	231	2	dlnrd	dlnrd	NOUN
ajeer-1177	231	3	0.012915	0.012915	NUM
ajeer-1177	231	4	0.022969	0.022969	NUM
ajeer-1177	231	5	0.562267	0.562267	NUM
ajeer-1177	231	6	0.5746	0.5746	NUM
ajeer-1177	231	7	dlnrd(-1	dlnrd(-1	NOUN
ajeer-1177	231	8	)	)	PUNCT
ajeer-1177	231	9	0.060162	0.060162	NUM
ajeer-1177	232	1	0.022202	0.022202	NUM
ajeer-1177	232	2	2.709792	2.709792	NUM
ajeer-1177	232	3	0.0073	0.0073	NUM
ajeer-1177	232	4	table-10	table-10	PROPN
ajeer-1177	232	5	.	.	PUNCT
ajeer-1177	232	6	fixed	fix	VERB
ajeer-1177	232	7	effects	effect	NOUN
ajeer-1177	232	8	.	.	PUNCT
ajeer-1177	233	1	variable	variable	ADJ
ajeer-1177	233	2	coefficient	coefficient	NOUN
ajeer-1177	233	3	std	std	PROPN
ajeer-1177	233	4	.	.	NOUN
ajeer-1177	233	5	error	error	NOUN
ajeer-1177	233	6	t	t	NOUN
ajeer-1177	233	7	-	-	PUNCT
ajeer-1177	233	8	statistic	statistic	NOUN
ajeer-1177	233	9	prob	prob	NOUN
ajeer-1177	233	10	.	.	PUNCT
ajeer-1177	234	1	r2	r2	PROPN
ajeer-1177	234	2	0.121965	0.121965	NUM
ajeer-1177	234	3	c	c	PROPN
ajeer-1177	234	4	0.005890	0.005890	NUM
ajeer-1177	234	5	0.001039	0.001039	NUM
ajeer-1177	234	6	5.669168	5.669168	NUM
ajeer-1177	234	7	0.0000	0.0000	NUM
ajeer-1177	234	8	dlnk	dlnk	NOUN
ajeer-1177	234	9	0.021117	0.021117	NUM
ajeer-1177	234	10	0.031876	0.031876	NUM
ajeer-1177	234	11	0.662470	0.662470	NUM
ajeer-1177	234	12	0.5085	0.5085	NUM
ajeer-1177	234	13	dlnrd	dlnrd	NOUN
ajeer-1177	234	14	0.022798	0.022798	NUM
ajeer-1177	234	15	0.023052	0.023052	NUM
ajeer-1177	234	16	0.988967	0.988967	NUM
ajeer-1177	234	17	0.3239	0.3239	NUM
ajeer-1177	234	18	dlnrd(-1	dlnrd(-1	VERB
ajeer-1177	234	19	)	)	PUNCT
ajeer-1177	234	20	0.070136	0.070136	NUM
ajeer-1177	235	1	0.022279	0.022279	NUM
ajeer-1177	235	2	3.148095	3.148095	NUM
ajeer-1177	235	3	0.0019	0.0019	NUM
ajeer-1177	235	4	table-11	table-11	SYM
ajeer-1177	235	5	.	.	PUNCT
ajeer-1177	235	6	random	random	ADJ
ajeer-1177	235	7	effects	effect	NOUN
ajeer-1177	235	8	.	.	PUNCT
ajeer-1177	236	1	variable	variable	ADJ
ajeer-1177	236	2	coefficient	coefficient	NOUN
ajeer-1177	236	3	std	std	PROPN
ajeer-1177	236	4	.	.	NOUN
ajeer-1177	236	5	error	error	NOUN
ajeer-1177	236	6	t	t	NOUN
ajeer-1177	236	7	-	-	PUNCT
ajeer-1177	236	8	statistic	statistic	NOUN
ajeer-1177	236	9	prob	prob	NOUN
ajeer-1177	236	10	.	.	PUNCT
ajeer-1177	237	1	c	c	NOUN
ajeer-1177	237	2	0.005527	0.005527	NUM
ajeer-1177	237	3	0.001030	0.001030	NUM
ajeer-1177	237	4	5.368104	5.368104	NUM
ajeer-1177	237	5	0.0000	0.0000	NUM
ajeer-1177	237	6	dlnk	dlnk	NOUN
ajeer-1177	237	7	-0.010417	-0.010417	NOUN
ajeer-1177	237	8	0.028426	0.028426	NUM
ajeer-1177	237	9	-0.366450	-0.366450	NOUN
ajeer-1177	237	10	0.7144	0.7144	NUM
ajeer-1177	237	11	dlnrd	dlnrd	NOUN
ajeer-1177	237	12	0.012915	0.012915	NUM
ajeer-1177	237	13	0.022708	0.022708	NUM
ajeer-1177	237	14	0.568725	0.568725	NUM
ajeer-1177	237	15	0.5702	0.5702	NUM
ajeer-1177	237	16	dlnrd(-1	dlnrd(-1	NOUN
ajeer-1177	237	17	)	)	PUNCT
ajeer-1177	237	18	0.060162	0.060162	NUM
ajeer-1177	237	19	0.021950	0.021950	NUM
ajeer-1177	237	20	2.740918	2.740918	NUM
ajeer-1177	237	21	0.0067	0.0067	NUM
ajeer-1177	237	22	as	as	SCONJ
ajeer-1177	237	23	explained	explain	VERB
ajeer-1177	237	24	in	in	ADP
ajeer-1177	237	25	the	the	DET
ajeer-1177	237	26	methodology	methodology	NOUN
ajeer-1177	237	27	section	section	NOUN
ajeer-1177	237	28	,	,	PUNCT
ajeer-1177	237	29	the	the	DET
ajeer-1177	237	30	acceptance	acceptance	NOUN
ajeer-1177	237	31	of	of	ADP
ajeer-1177	237	32	result	result	NOUN
ajeer-1177	237	33	from	from	ADP
ajeer-1177	237	34	the	the	DET
ajeer-1177	237	35	random	random	ADJ
ajeer-1177	237	36	or	or	CCONJ
ajeer-1177	237	37	fixed	fix	VERB
ajeer-1177	237	38	effect	effect	NOUN
ajeer-1177	237	39	method	method	NOUN
ajeer-1177	237	40	would	would	AUX
ajeer-1177	237	41	require	require	VERB
ajeer-1177	237	42	the	the	DET
ajeer-1177	237	43	use	use	NOUN
ajeer-1177	237	44	of	of	ADP
ajeer-1177	237	45	hausman	hausman	ADJ
ajeer-1177	237	46	test	test	NOUN
ajeer-1177	237	47	.	.	PUNCT
ajeer-1177	238	1	note	note	VERB
ajeer-1177	238	2	that	that	SCONJ
ajeer-1177	238	3	,	,	PUNCT
ajeer-1177	238	4	because	because	SCONJ
ajeer-1177	238	5	the	the	DET
ajeer-1177	238	6	interest	interest	NOUN
ajeer-1177	238	7	is	be	AUX
ajeer-1177	238	8	in	in	ADP
ajeer-1177	238	9	acknowledging	acknowledge	VERB
ajeer-1177	238	10	differences	difference	NOUN
ajeer-1177	238	11	within	within	ADP
ajeer-1177	238	12	the	the	DET
ajeer-1177	238	13	industries	industry	NOUN
ajeer-1177	238	14	,	,	PUNCT
ajeer-1177	238	15	the	the	DET
ajeer-1177	238	16	pooled	pool	VERB
ajeer-1177	238	17	ols	ol	NOUN
ajeer-1177	238	18	result	result	VERB
ajeer-1177	238	19	which	which	PRON
ajeer-1177	238	20	does	do	AUX
ajeer-1177	238	21	not	not	PART
ajeer-1177	238	22	account	account	VERB
ajeer-1177	238	23	for	for	ADP
ajeer-1177	238	24	this	this	PRON
ajeer-1177	238	25	,	,	PUNCT
ajeer-1177	238	26	is	be	AUX
ajeer-1177	238	27	disregarded	disregard	VERB
ajeer-1177	238	28	in	in	ADP
ajeer-1177	238	29	this	this	DET
ajeer-1177	238	30	research	research	NOUN
ajeer-1177	238	31	.	.	PUNCT
ajeer-1177	239	1	table-12	table-12	PROPN
ajeer-1177	239	2	.	.	PROPN
ajeer-1177	239	3	hausman	hausman	PROPN
ajeer-1177	239	4	test	test	NOUN
ajeer-1177	239	5	:	:	PUNCT
ajeer-1177	239	6	test	test	VERB
ajeer-1177	239	7	for	for	ADP
ajeer-1177	239	8	the	the	DET
ajeer-1177	239	9	appropriate	appropriate	ADJ
ajeer-1177	239	10	method	method	NOUN
ajeer-1177	239	11	of	of	ADP
ajeer-1177	239	12	estimation	estimation	NOUN
ajeer-1177	239	13	between	between	ADP
ajeer-1177	239	14	fixed	fix	VERB
ajeer-1177	239	15	and	and	CCONJ
ajeer-1177	239	16	random	random	ADJ
ajeer-1177	239	17	effects	effect	NOUN
ajeer-1177	239	18	.	.	PUNCT
ajeer-1177	240	1	correlated	correlate	VERB
ajeer-1177	240	2	random	random	ADJ
ajeer-1177	240	3	effects	effect	NOUN
ajeer-1177	240	4	hausman	hausman	ADJ
ajeer-1177	240	5	test	test	NOUN
ajeer-1177	240	6	equation	equation	NOUN
ajeer-1177	240	7	:	:	PUNCT
ajeer-1177	240	8	eq01	eq01	PROPN
ajeer-1177	240	9	test	test	NOUN
ajeer-1177	240	10	cross	cross	ADJ
ajeer-1177	240	11	-	-	ADJ
ajeer-1177	240	12	section	section	ADJ
ajeer-1177	240	13	random	random	ADJ
ajeer-1177	240	14	effects	effect	NOUN
ajeer-1177	240	15	test	test	NOUN
ajeer-1177	240	16	summary	summary	NOUN
ajeer-1177	240	17	chi	chi	PROPN
ajeer-1177	240	18	-	-	PUNCT
ajeer-1177	240	19	sq	sq	PROPN
ajeer-1177	240	20	.	.	PROPN
ajeer-1177	240	21	statistic	statistic	ADJ
ajeer-1177	240	22	chi	chi	PROPN
ajeer-1177	240	23	-	-	PUNCT
ajeer-1177	240	24	sq	sq	PROPN
ajeer-1177	240	25	.	.	PUNCT
ajeer-1177	240	26	d.f	d.f	PROPN
ajeer-1177	240	27	.	.	PROPN
ajeer-1177	240	28	prob	prob	PROPN
ajeer-1177	240	29	.	.	PUNCT
ajeer-1177	241	1	cross	cross	ADJ
ajeer-1177	241	2	-	-	ADJ
ajeer-1177	241	3	section	section	ADJ
ajeer-1177	241	4	random	random	ADJ
ajeer-1177	241	5	8.699107	8.699107	NUM
ajeer-1177	241	6	3	3	NUM
ajeer-1177	241	7	0.0336	0.0336	NUM
ajeer-1177	241	8	as	as	SCONJ
ajeer-1177	241	9	briefly	briefly	ADV
ajeer-1177	241	10	mentioned	mention	VERB
ajeer-1177	241	11	earlier	early	ADV
ajeer-1177	242	1	,	,	PUNCT
ajeer-1177	242	2	the	the	DET
ajeer-1177	242	3	hausman	hausman	ADJ
ajeer-1177	242	4	test	test	NOUN
ajeer-1177	242	5	is	be	AUX
ajeer-1177	242	6	a	a	DET
ajeer-1177	242	7	test	test	NOUN
ajeer-1177	242	8	which	which	PRON
ajeer-1177	242	9	decides	decide	VERB
ajeer-1177	242	10	whether	whether	SCONJ
ajeer-1177	242	11	the	the	DET
ajeer-1177	242	12	fixed	fix	VERB
ajeer-1177	242	13	effects	effect	NOUN
ajeer-1177	242	14	or	or	CCONJ
ajeer-1177	242	15	random	random	ADJ
ajeer-1177	242	16	effects	effect	NOUN
ajeer-1177	242	17	method	method	NOUN
ajeer-1177	242	18	is	be	AUX
ajeer-1177	242	19	appropriate	appropriate	ADJ
ajeer-1177	242	20	,	,	PUNCT
ajeer-1177	242	21	based	base	VERB
ajeer-1177	242	22	on	on	ADP
ajeer-1177	242	23	differences	difference	NOUN
ajeer-1177	242	24	in	in	ADP
ajeer-1177	242	25	the	the	DET
ajeer-1177	242	26	correlation	correlation	NOUN
ajeer-1177	242	27	of	of	ADP
ajeer-1177	242	28	the	the	DET
ajeer-1177	242	29	error	error	NOUN
ajeer-1177	242	30	terms	term	NOUN
ajeer-1177	242	31	with	with	ADP
ajeer-1177	242	32	explanatory	explanatory	ADJ
ajeer-1177	242	33	variables	variable	NOUN
ajeer-1177	242	34	(	(	PUNCT
ajeer-1177	242	35	gujarati	gujarati	NOUN
ajeer-1177	242	36	and	and	CCONJ
ajeer-1177	242	37	porter	porter	NOUN
ajeer-1177	242	38	,	,	PUNCT
ajeer-1177	242	39	2009	2009	NUM
ajeer-1177	242	40	)	)	PUNCT
ajeer-1177	242	41	.	.	PUNCT
ajeer-1177	243	1	the	the	DET
ajeer-1177	243	2	null	null	ADJ
ajeer-1177	243	3	hypotheses	hypothesis	NOUN
ajeer-1177	243	4	h0	h0	NOUN
ajeer-1177	243	5	is	be	AUX
ajeer-1177	243	6	that	that	SCONJ
ajeer-1177	243	7	the	the	DET
ajeer-1177	243	8	error	error	NOUN
ajeer-1177	243	9	terms	term	NOUN
ajeer-1177	243	10	are	be	AUX
ajeer-1177	243	11	uncorrelated	uncorrelate	VERB
ajeer-1177	243	12	with	with	ADP
ajeer-1177	243	13	explanatory	explanatory	ADJ
ajeer-1177	243	14	variables	variable	NOUN
ajeer-1177	243	15	and	and	CCONJ
ajeer-1177	243	16	thus	thus	ADV
ajeer-1177	243	17	random	random	ADJ
ajeer-1177	243	18	effects	effect	NOUN
ajeer-1177	243	19	method	method	NOUN
ajeer-1177	243	20	is	be	AUX
ajeer-1177	243	21	appropriate	appropriate	ADJ
ajeer-1177	243	22	,	,	PUNCT
ajeer-1177	243	23	while	while	SCONJ
ajeer-1177	243	24	the	the	DET
ajeer-1177	243	25	alternative	alternative	NOUN
ajeer-1177	243	26	ha	ha	INTJ
ajeer-1177	243	27	is	be	AUX
ajeer-1177	243	28	that	that	SCONJ
ajeer-1177	243	29	error	error	NOUN
ajeer-1177	243	30	terms	term	NOUN
ajeer-1177	243	31	are	be	AUX
ajeer-1177	243	32	correlated	correlate	VERB
ajeer-1177	243	33	with	with	ADP
ajeer-1177	243	34	explanatory	explanatory	ADJ
ajeer-1177	243	35	variables	variable	NOUN
ajeer-1177	243	36	and	and	CCONJ
ajeer-1177	243	37	therefore	therefore	ADV
ajeer-1177	243	38	fixed	fix	VERB
ajeer-1177	243	39	effects	effect	NOUN
ajeer-1177	243	40	method	method	NOUN
ajeer-1177	243	41	is	be	AUX
ajeer-1177	243	42	appropriate	appropriate	ADJ
ajeer-1177	243	43	(	(	PUNCT
ajeer-1177	243	44	gujarati	gujarati	NOUN
ajeer-1177	243	45	and	and	CCONJ
ajeer-1177	243	46	porter	porter	NOUN
ajeer-1177	243	47	,	,	PUNCT
ajeer-1177	243	48	2009	2009	NUM
ajeer-1177	243	49	)	)	PUNCT
ajeer-1177	243	50	.	.	PUNCT
ajeer-1177	244	1	because	because	SCONJ
ajeer-1177	244	2	the	the	DET
ajeer-1177	244	3	p	p	NOUN
ajeer-1177	244	4	-	-	PUNCT
ajeer-1177	244	5	value	value	NOUN
ajeer-1177	244	6	is	be	AUX
ajeer-1177	244	7	significant	significant	ADJ
ajeer-1177	244	8	at	at	ADP
ajeer-1177	244	9	5	5	NUM
ajeer-1177	244	10	%	%	NOUN
ajeer-1177	244	11	,	,	PUNCT
ajeer-1177	244	12	we	we	PRON
ajeer-1177	244	13	reject	reject	VERB
ajeer-1177	244	14	the	the	DET
ajeer-1177	244	15	null	null	ADJ
ajeer-1177	244	16	hypothesis	hypothesis	NOUN
ajeer-1177	244	17	of	of	ADP
ajeer-1177	244	18	uncorrelated	uncorrelated	ADJ
ajeer-1177	244	19	error	error	NOUN
ajeer-1177	244	20	terms	term	NOUN
ajeer-1177	244	21	therefore	therefore	ADV
ajeer-1177	244	22	,	,	PUNCT
ajeer-1177	244	23	we	we	PRON
ajeer-1177	244	24	proceed	proceed	VERB
ajeer-1177	244	25	with	with	ADP
ajeer-1177	244	26	results	result	NOUN
ajeer-1177	244	27	from	from	ADP
ajeer-1177	244	28	the	the	DET
ajeer-1177	244	29	fixed	fix	VERB
ajeer-1177	244	30	effects	effect	NOUN
ajeer-1177	244	31	method	method	NOUN
ajeer-1177	244	32	which	which	PRON
ajeer-1177	244	33	are	be	AUX
ajeer-1177	244	34	:	:	PUNCT
ajeer-1177	244	35	b0=	b0=	PROPN
ajeer-1177	244	36	0.006860	0.006860	NUM
ajeer-1177	244	37	=	=	SYM
ajeer-1177	244	38	intercept	intercept	NOUN
ajeer-1177	244	39	or	or	CCONJ
ajeer-1177	244	40	productivity	productivity	NOUN
ajeer-1177	244	41	growth	growth	NOUN
ajeer-1177	244	42	unattributed	unattributed	ADJ
ajeer-1177	244	43	to	to	ADP
ajeer-1177	244	44	explanatory	explanatory	ADJ
ajeer-1177	244	45	variables	variable	NOUN
ajeer-1177	244	46	.	.	PUNCT
ajeer-1177	245	1	b1=0.021117=	b1=0.021117=	X
ajeer-1177	245	2	elasticity	elasticity	NOUN
ajeer-1177	245	3	of	of	ADP
ajeer-1177	245	4	productivity	productivity	NOUN
ajeer-1177	245	5	growth	growth	NOUN
ajeer-1177	245	6	with	with	ADP
ajeer-1177	245	7	respect	respect	NOUN
ajeer-1177	245	8	to	to	ADP
ajeer-1177	245	9	capital	capital	NOUN
ajeer-1177	245	10	investment	investment	NOUN
ajeer-1177	245	11	.	.	PUNCT
ajeer-1177	246	1	b3=0.022798	b3=0.022798	NOUN
ajeer-1177	246	2	=	=	SYM
ajeer-1177	246	3	contemporaneous	contemporaneous	ADJ
ajeer-1177	246	4	(	(	PUNCT
ajeer-1177	246	5	immediate	immediate	ADJ
ajeer-1177	246	6	)	)	PUNCT
ajeer-1177	246	7	effect	effect	NOUN
ajeer-1177	246	8	of	of	ADP
ajeer-1177	246	9	r&d	r&d	NOUN
ajeer-1177	246	10	on	on	ADP
ajeer-1177	246	11	productivity	productivity	NOUN
ajeer-1177	246	12	growth	growth	NOUN
ajeer-1177	246	13	.	.	PUNCT
ajeer-1177	247	1	b4=0.070136	b4=0.070136	NOUN
ajeer-1177	247	2	=	=	PUNCT
ajeer-1177	247	3	long	long	ADV
ajeer-1177	247	4	-	-	PUNCT
ajeer-1177	247	5	run	run	NOUN
ajeer-1177	247	6	elasticity	elasticity	NOUN
ajeer-1177	247	7	of	of	ADP
ajeer-1177	247	8	productivity	productivity	NOUN
ajeer-1177	247	9	growth	growth	NOUN
ajeer-1177	247	10	with	with	ADP
ajeer-1177	247	11	respect	respect	NOUN
ajeer-1177	247	12	to	to	ADP
ajeer-1177	247	13	r&d	r&d	NOUN
ajeer-1177	247	14	expenditure	expenditure	NOUN
ajeer-1177	247	15	.	.	PUNCT
ajeer-1177	248	1	recall	recall	VERB
ajeer-1177	248	2	that	that	SCONJ
ajeer-1177	248	3	interest	interest	NOUN
ajeer-1177	248	4	is	be	AUX
ajeer-1177	248	5	not	not	PART
ajeer-1177	248	6	in	in	ADP
ajeer-1177	248	7	the	the	DET
ajeer-1177	248	8	contemporaneous	contemporaneous	ADJ
ajeer-1177	248	9	effect	effect	NOUN
ajeer-1177	248	10	of	of	ADP
ajeer-1177	248	11	r&d	r&d	NOUN
ajeer-1177	248	12	.	.	PUNCT
ajeer-1177	249	1	that	that	PRON
ajeer-1177	249	2	is	be	AUX
ajeer-1177	249	3	,	,	PUNCT
ajeer-1177	249	4	the	the	DET
ajeer-1177	249	5	r&d	r&d	NOUN
ajeer-1177	249	6	without	without	ADP
ajeer-1177	249	7	the	the	DET
ajeer-1177	249	8	one	one	NUM
ajeer-1177	249	9	-	-	PUNCT
ajeer-1177	249	10	year	year	NOUN
ajeer-1177	249	11	lag	lag	NOUN
ajeer-1177	249	12	(	(	PUNCT
ajeer-1177	249	13	b3	b3	PROPN
ajeer-1177	249	14	)	)	PUNCT
ajeer-1177	249	15	.	.	PUNCT
ajeer-1177	250	1	rather	rather	ADV
ajeer-1177	250	2	,	,	PUNCT
ajeer-1177	250	3	we	we	PRON
ajeer-1177	250	4	are	be	AUX
ajeer-1177	250	5	interested	interested	ADJ
ajeer-1177	250	6	in	in	ADP
ajeer-1177	250	7	long	long	ADJ
ajeer-1177	250	8	-	-	PUNCT
ajeer-1177	250	9	run	run	VERB
ajeer-1177	250	10	effect	effect	NOUN
ajeer-1177	250	11	(	(	PUNCT
ajeer-1177	250	12	b4	b4	NOUN
ajeer-1177	250	13	)	)	PUNCT
ajeer-1177	250	14	.	.	PUNCT
ajeer-1177	251	1	asian	asian	ADJ
ajeer-1177	251	2	journal	journal	PROPN
ajeer-1177	251	3	of	of	ADP
ajeer-1177	251	4	economics	economic	NOUN
ajeer-1177	251	5	and	and	CCONJ
ajeer-1177	251	6	empirical	empirical	ADJ
ajeer-1177	251	7	research	research	NOUN
ajeer-1177	251	8	,	,	PUNCT
ajeer-1177	251	9	2019	2019	NUM
ajeer-1177	251	10	,	,	PUNCT
ajeer-1177	251	11	6(2	6(2	NUM
ajeer-1177	251	12	):	):	PUNCT
ajeer-1177	251	13	205	205	NUM
ajeer-1177	251	14	-	-	SYM
ajeer-1177	251	15	215	215	NUM
ajeer-1177	251	16	213	213	NUM
ajeer-1177	251	17	©	©	PROPN
ajeer-1177	251	18	2019	2019	NUM
ajeer-1177	251	19	by	by	ADP
ajeer-1177	251	20	the	the	DET
ajeer-1177	251	21	authors	author	NOUN
ajeer-1177	251	22	;	;	PUNCT
ajeer-1177	251	23	licensee	licensee	PROPN
ajeer-1177	251	24	asian	asian	ADJ
ajeer-1177	251	25	online	online	PROPN
ajeer-1177	251	26	journal	journal	PROPN
ajeer-1177	251	27	publishing	publishing	NOUN
ajeer-1177	251	28	group	group	NOUN
ajeer-1177	251	29	although	although	SCONJ
ajeer-1177	251	30	the	the	DET
ajeer-1177	251	31	r2	r2	NOUN
ajeer-1177	251	32	of	of	ADP
ajeer-1177	251	33	0.12	0.12	NUM
ajeer-1177	251	34	seems	seem	VERB
ajeer-1177	251	35	small	small	ADJ
ajeer-1177	251	36	,	,	PUNCT
ajeer-1177	251	37	it	it	PRON
ajeer-1177	251	38	is	be	AUX
ajeer-1177	251	39	similar	similar	ADJ
ajeer-1177	251	40	to	to	ADP
ajeer-1177	251	41	that	that	PRON
ajeer-1177	251	42	reported	report	VERB
ajeer-1177	251	43	in	in	ADP
ajeer-1177	251	44	cameron	cameron	PROPN
ajeer-1177	251	45	et	et	PROPN
ajeer-1177	251	46	al	al	PROPN
ajeer-1177	251	47	.	.	PROPN
ajeer-1177	252	1	(	(	PUNCT
ajeer-1177	252	2	2005	2005	NUM
ajeer-1177	252	3	)	)	PUNCT
ajeer-1177	252	4	which	which	PRON
ajeer-1177	252	5	is	be	AUX
ajeer-1177	252	6	around	around	ADV
ajeer-1177	252	7	0.06	0.06	NUM
ajeer-1177	252	8	.	.	PUNCT
ajeer-1177	253	1	moreover	moreover	ADV
ajeer-1177	253	2	,	,	PUNCT
ajeer-1177	253	3	with	with	ADP
ajeer-1177	253	4	the	the	DET
ajeer-1177	253	5	low	low	ADJ
ajeer-1177	253	6	p	p	NOUN
ajeer-1177	253	7	-	-	PUNCT
ajeer-1177	253	8	value	value	NOUN
ajeer-1177	253	9	for	for	ADP
ajeer-1177	253	10	the	the	DET
ajeer-1177	253	11	long	long	ADV
ajeer-1177	253	12	-	-	PUNCT
ajeer-1177	253	13	run	run	NOUN
ajeer-1177	253	14	r&d	r&d	NOUN
ajeer-1177	253	15	coefficient	coefficient	NOUN
ajeer-1177	253	16	(	(	PUNCT
ajeer-1177	253	17	less	less	ADJ
ajeer-1177	253	18	than	than	ADP
ajeer-1177	253	19	0.05	0.05	NUM
ajeer-1177	253	20	)	)	PUNCT
ajeer-1177	253	21	from	from	ADP
ajeer-1177	253	22	the	the	DET
ajeer-1177	253	23	fixed	fix	VERB
ajeer-1177	253	24	effect	effect	NOUN
ajeer-1177	253	25	method	method	NOUN
ajeer-1177	253	26	,	,	PUNCT
ajeer-1177	253	27	we	we	PRON
ajeer-1177	253	28	can	can	AUX
ajeer-1177	253	29	infer	infer	VERB
ajeer-1177	253	30	that	that	SCONJ
ajeer-1177	253	31	,	,	PUNCT
ajeer-1177	253	32	if	if	SCONJ
ajeer-1177	253	33	r&d	r&d	NOUN
ajeer-1177	253	34	expenditure	expenditure	NOUN
ajeer-1177	253	35	increases	increase	NOUN
ajeer-1177	253	36	by	by	ADP
ajeer-1177	253	37	1	1	NUM
ajeer-1177	253	38	%	%	NOUN
ajeer-1177	253	39	,	,	PUNCT
ajeer-1177	253	40	productivity	productivity	NOUN
ajeer-1177	253	41	will	will	AUX
ajeer-1177	253	42	increase	increase	VERB
ajeer-1177	253	43	by	by	ADP
ajeer-1177	253	44	0.07	0.07	NUM
ajeer-1177	253	45	%	%	NOUN
ajeer-1177	253	46	.	.	PUNCT
ajeer-1177	254	1	6	6	X
ajeer-1177	254	2	.	.	X
ajeer-1177	254	3	discussion	discussion	NOUN
ajeer-1177	254	4	the	the	DET
ajeer-1177	254	5	result	result	NOUN
ajeer-1177	254	6	reveal	reveal	VERB
ajeer-1177	254	7	that	that	SCONJ
ajeer-1177	254	8	,	,	PUNCT
ajeer-1177	254	9	the	the	DET
ajeer-1177	254	10	extent	extent	NOUN
ajeer-1177	254	11	of	of	ADP
ajeer-1177	254	12	the	the	DET
ajeer-1177	254	13	impact	impact	NOUN
ajeer-1177	254	14	of	of	ADP
ajeer-1177	254	15	r&d	r&d	NOUN
ajeer-1177	254	16	on	on	ADP
ajeer-1177	254	17	productivity	productivity	NOUN
ajeer-1177	254	18	growth	growth	NOUN
ajeer-1177	254	19	in	in	ADP
ajeer-1177	254	20	the	the	DET
ajeer-1177	254	21	uk	uk	PROPN
ajeer-1177	254	22	manufacturing	manufacturing	NOUN
ajeer-1177	254	23	sector	sector	NOUN
ajeer-1177	254	24	is	be	AUX
ajeer-1177	254	25	about	about	ADV
ajeer-1177	254	26	0.07	0.07	NUM
ajeer-1177	254	27	%	%	NOUN
ajeer-1177	254	28	for	for	ADP
ajeer-1177	254	29	every	every	DET
ajeer-1177	254	30	1	1	NUM
ajeer-1177	254	31	%	%	NOUN
ajeer-1177	254	32	rise	rise	NOUN
ajeer-1177	254	33	in	in	ADP
ajeer-1177	254	34	r&d	r&d	NOUN
ajeer-1177	254	35	expenditure	expenditure	NOUN
ajeer-1177	254	36	.	.	PUNCT
ajeer-1177	255	1	because	because	SCONJ
ajeer-1177	255	2	this	this	DET
ajeer-1177	255	3	result	result	NOUN
ajeer-1177	255	4	is	be	AUX
ajeer-1177	255	5	statistically	statistically	ADV
ajeer-1177	255	6	significant	significant	ADJ
ajeer-1177	255	7	at	at	ADP
ajeer-1177	255	8	10	10	NUM
ajeer-1177	255	9	%	%	NOUN
ajeer-1177	255	10	,	,	PUNCT
ajeer-1177	255	11	there	there	PRON
ajeer-1177	255	12	is	be	VERB
ajeer-1177	255	13	a	a	DET
ajeer-1177	255	14	confidence	confidence	NOUN
ajeer-1177	255	15	to	to	PART
ajeer-1177	255	16	compare	compare	VERB
ajeer-1177	255	17	it	it	PRON
ajeer-1177	255	18	with	with	ADP
ajeer-1177	255	19	other	other	ADJ
ajeer-1177	255	20	papers	paper	NOUN
ajeer-1177	255	21	from	from	ADP
ajeer-1177	255	22	the	the	DET
ajeer-1177	255	23	literature	literature	PROPN
ajeer-1177	255	24	review	review	PROPN
ajeer-1177	255	25	.	.	PUNCT
ajeer-1177	256	1	recall	recall	VERB
ajeer-1177	256	2	that	that	SCONJ
ajeer-1177	256	3	the	the	DET
ajeer-1177	256	4	panel	panel	NOUN
ajeer-1177	256	5	data	datum	NOUN
ajeer-1177	256	6	studies	study	NOUN
ajeer-1177	256	7	are	be	AUX
ajeer-1177	256	8	those	those	PRON
ajeer-1177	256	9	which	which	PRON
ajeer-1177	256	10	are	be	AUX
ajeer-1177	256	11	placed	place	VERB
ajeer-1177	256	12	on	on	ADP
ajeer-1177	256	13	table	table	NOUN
ajeer-1177	256	14	5	5	NUM
ajeer-1177	256	15	.	.	PUNCT
ajeer-1177	257	1	however	however	ADV
ajeer-1177	257	2	,	,	PUNCT
ajeer-1177	257	3	only	only	ADV
ajeer-1177	257	4	those	those	PRON
ajeer-1177	257	5	which	which	PRON
ajeer-1177	257	6	also	also	ADV
ajeer-1177	257	7	estimated	estimate	VERB
ajeer-1177	257	8	fixed	fix	VERB
ajeer-1177	257	9	effect	effect	NOUN
ajeer-1177	257	10	from	from	ADP
ajeer-1177	257	11	the	the	DET
ajeer-1177	257	12	table	table	NOUN
ajeer-1177	257	13	are	be	AUX
ajeer-1177	257	14	called	call	VERB
ajeer-1177	257	15	up	up	ADP
ajeer-1177	257	16	for	for	ADP
ajeer-1177	257	17	comparison	comparison	NOUN
ajeer-1177	257	18	.	.	PUNCT
ajeer-1177	258	1	they	they	PRON
ajeer-1177	258	2	include	include	VERB
ajeer-1177	258	3	geroski	geroski	NOUN
ajeer-1177	258	4	(	(	PUNCT
ajeer-1177	258	5	1991	1991	NUM
ajeer-1177	258	6	)	)	PUNCT
ajeer-1177	258	7	;	;	PUNCT
ajeer-1177	258	8	mcvicar	mcvicar	X
ajeer-1177	258	9	(	(	PUNCT
ajeer-1177	258	10	2002	2002	NUM
ajeer-1177	258	11	)	)	PUNCT
ajeer-1177	258	12	and	and	CCONJ
ajeer-1177	258	13	kafouros	kafouro	NOUN
ajeer-1177	258	14	(	(	PUNCT
ajeer-1177	258	15	2008	2008	NUM
ajeer-1177	258	16	)	)	PUNCT
ajeer-1177	258	17	.	.	PUNCT
ajeer-1177	259	1	these	these	DET
ajeer-1177	259	2	three	three	NUM
ajeer-1177	259	3	papers	paper	NOUN
ajeer-1177	259	4	are	be	AUX
ajeer-1177	259	5	the	the	DET
ajeer-1177	259	6	three	three	NUM
ajeer-1177	259	7	most	most	ADV
ajeer-1177	259	8	significant	significant	ADJ
ajeer-1177	259	9	papers	paper	NOUN
ajeer-1177	259	10	to	to	ADP
ajeer-1177	259	11	this	this	DET
ajeer-1177	259	12	study	study	NOUN
ajeer-1177	259	13	.	.	PUNCT
ajeer-1177	260	1	reasons	reason	NOUN
ajeer-1177	260	2	being	be	AUX
ajeer-1177	260	3	that	that	SCONJ
ajeer-1177	260	4	they	they	PRON
ajeer-1177	260	5	also	also	ADV
ajeer-1177	260	6	study	study	VERB
ajeer-1177	260	7	the	the	DET
ajeer-1177	260	8	uk	uk	PROPN
ajeer-1177	260	9	at	at	ADP
ajeer-1177	260	10	industry	industry	NOUN
ajeer-1177	260	11	level	level	NOUN
ajeer-1177	260	12	,	,	PUNCT
ajeer-1177	260	13	using	use	VERB
ajeer-1177	260	14	the	the	DET
ajeer-1177	260	15	fixed	fix	VERB
ajeer-1177	260	16	effects	effect	NOUN
ajeer-1177	260	17	method	method	NOUN
ajeer-1177	260	18	and	and	CCONJ
ajeer-1177	260	19	a	a	DET
ajeer-1177	260	20	panel	panel	NOUN
ajeer-1177	260	21	data	datum	NOUN
ajeer-1177	260	22	.	.	PUNCT
ajeer-1177	261	1	see	see	VERB
ajeer-1177	261	2	table	table	NOUN
ajeer-1177	261	3	13	13	NUM
ajeer-1177	261	4	to	to	PART
ajeer-1177	261	5	observe	observe	VERB
ajeer-1177	261	6	how	how	SCONJ
ajeer-1177	261	7	our	our	PRON
ajeer-1177	261	8	result	result	NOUN
ajeer-1177	261	9	compare	compare	VERB
ajeer-1177	261	10	with	with	ADP
ajeer-1177	261	11	that	that	PRON
ajeer-1177	261	12	of	of	ADP
ajeer-1177	261	13	other	other	ADJ
ajeer-1177	261	14	panel	panel	NOUN
ajeer-1177	261	15	data	datum	NOUN
ajeer-1177	261	16	studies	study	NOUN
ajeer-1177	261	17	.	.	PUNCT
ajeer-1177	262	1	table-13	table-13	NOUN
ajeer-1177	262	2	.	.	PUNCT
ajeer-1177	262	3	comparisons	comparison	NOUN
ajeer-1177	262	4	with	with	ADP
ajeer-1177	262	5	closest	close	ADJ
ajeer-1177	262	6	papers	paper	NOUN
ajeer-1177	262	7	at	at	ADP
ajeer-1177	262	8	panel	panel	NOUN
ajeer-1177	262	9	level	level	NOUN
ajeer-1177	262	10	.	.	PUNCT
ajeer-1177	263	1	paper	paper	NOUN
ajeer-1177	263	2	country	country	NOUN
ajeer-1177	263	3	level	level	NOUN
ajeer-1177	263	4	type	type	NOUN
ajeer-1177	263	5	of	of	ADP
ajeer-1177	263	6	data	datum	NOUN
ajeer-1177	263	7	approach	approach	NOUN
ajeer-1177	263	8	method	method	NOUN
ajeer-1177	263	9	/	/	SYM
ajeer-1177	263	10	variables	variable	NOUN
ajeer-1177	264	1	r&d	r&d	NOUN
ajeer-1177	264	2	coefficient	coefficient	NOUN
ajeer-1177	264	3	geroski	geroski	NOUN
ajeer-1177	264	4	(	(	PUNCT
ajeer-1177	264	5	1991	1991	NUM
ajeer-1177	264	6	)	)	PUNCT
ajeer-1177	264	7	uk	uk	PROPN
ajeer-1177	264	8	industry	industry	NOUN
ajeer-1177	264	9	panel	panel	NOUN
ajeer-1177	264	10	cobb	cobb	PROPN
ajeer-1177	264	11	-	-	PUNCT
ajeer-1177	264	12	douglas	douglas	PROPN
ajeer-1177	264	13	production	production	NOUN
ajeer-1177	264	14	function	function	NOUN
ajeer-1177	264	15	fixed	fix	VERB
ajeer-1177	264	16	effects/	effects/	PROPN
ajeer-1177	264	17	lp	lp	PROPN
ajeer-1177	264	18	,	,	PUNCT
ajeer-1177	264	19	k	k	NOUN
ajeer-1177	264	20	,	,	PUNCT
ajeer-1177	264	21	r&d	r&d	NOUN
ajeer-1177	264	22	0.015	0.015	NUM
ajeer-1177	264	23	mcvicar	mcvicar	NOUN
ajeer-1177	264	24	(	(	PUNCT
ajeer-1177	264	25	2002	2002	NUM
ajeer-1177	264	26	)	)	PUNCT
ajeer-1177	264	27	uk	uk	PROPN
ajeer-1177	264	28	industry	industry	PROPN
ajeer-1177	264	29	panel	panel	NOUN
ajeer-1177	264	30	cobb	cobb	PROPN
ajeer-1177	264	31	-	-	PUNCT
ajeer-1177	264	32	douglas	douglas	PROPN
ajeer-1177	264	33	production	production	NOUN
ajeer-1177	264	34	function	function	NOUN
ajeer-1177	264	35	fixed	fix	VERB
ajeer-1177	264	36	effects/	effects/	NUM
ajeer-1177	264	37	tfp	tfp	PROPN
ajeer-1177	264	38	,	,	PUNCT
ajeer-1177	264	39	r&d	r&d	NOUN
ajeer-1177	264	40	0.015	0.015	NUM
ajeer-1177	264	41	kafouros	kafouro	NOUN
ajeer-1177	264	42	and	and	CCONJ
ajeer-1177	264	43	wang	wang	PROPN
ajeer-1177	264	44	(	(	PUNCT
ajeer-1177	264	45	2008	2008	NUM
ajeer-1177	264	46	)	)	PUNCT
ajeer-1177	264	47	uk	uk	PROPN
ajeer-1177	264	48	firm	firm	ADJ
ajeer-1177	264	49	level	level	NOUN
ajeer-1177	264	50	data	datum	NOUN
ajeer-1177	264	51	aggregated	aggregate	VERB
ajeer-1177	264	52	to	to	ADP
ajeer-1177	264	53	industry	industry	NOUN
ajeer-1177	264	54	level	level	NOUN
ajeer-1177	264	55	panel	panel	NOUN
ajeer-1177	264	56	cobb	cobb	PROPN
ajeer-1177	264	57	-	-	PUNCT
ajeer-1177	264	58	douglas	douglas	PROPN
ajeer-1177	264	59	production	production	NOUN
ajeer-1177	264	60	function	function	NOUN
ajeer-1177	264	61	fixed	fix	VERB
ajeer-1177	264	62	effects/	effects/	NUM
ajeer-1177	264	63	output	output	NOUN
ajeer-1177	264	64	,	,	PUNCT
ajeer-1177	264	65	l	l	NOUN
ajeer-1177	264	66	,	,	PUNCT
ajeer-1177	264	67	k	k	NOUN
ajeer-1177	264	68	,	,	PUNCT
ajeer-1177	264	69	r&d	r&d	NOUN
ajeer-1177	264	70	0.10	0.10	NUM
ajeer-1177	264	71	-	-	SYM
ajeer-1177	264	72	0.16	0.16	NUM
ajeer-1177	264	73	allthough	allthough	ADV
ajeer-1177	264	74	the	the	DET
ajeer-1177	264	75	result	result	NOUN
ajeer-1177	264	76	from	from	ADP
ajeer-1177	264	77	this	this	DET
ajeer-1177	264	78	current	current	ADJ
ajeer-1177	264	79	study	study	NOUN
ajeer-1177	264	80	is	be	AUX
ajeer-1177	264	81	a	a	DET
ajeer-1177	264	82	little	little	ADJ
ajeer-1177	264	83	different	different	ADJ
ajeer-1177	264	84	from	from	ADP
ajeer-1177	264	85	those	those	PRON
ajeer-1177	264	86	of	of	ADP
ajeer-1177	264	87	other	other	ADJ
ajeer-1177	264	88	papers	paper	NOUN
ajeer-1177	264	89	as	as	SCONJ
ajeer-1177	264	90	seen	see	VERB
ajeer-1177	264	91	on	on	ADP
ajeer-1177	264	92	table	table	NOUN
ajeer-1177	264	93	13	13	NUM
ajeer-1177	264	94	above	above	ADV
ajeer-1177	264	95	,	,	PUNCT
ajeer-1177	264	96	this	this	PRON
ajeer-1177	264	97	is	be	AUX
ajeer-1177	264	98	totally	totally	ADV
ajeer-1177	264	99	explanable	explanable	ADJ
ajeer-1177	264	100	.	.	PUNCT
ajeer-1177	265	1	there	there	PRON
ajeer-1177	265	2	are	be	VERB
ajeer-1177	265	3	two	two	NUM
ajeer-1177	265	4	general	general	ADJ
ajeer-1177	265	5	reasons	reason	NOUN
ajeer-1177	265	6	identified	identify	VERB
ajeer-1177	265	7	in	in	ADP
ajeer-1177	265	8	literature	literature	NOUN
ajeer-1177	265	9	review	review	NOUN
ajeer-1177	265	10	to	to	PART
ajeer-1177	265	11	cause	cause	VERB
ajeer-1177	265	12	these	these	DET
ajeer-1177	265	13	minor	minor	ADJ
ajeer-1177	265	14	differences	difference	NOUN
ajeer-1177	265	15	in	in	ADP
ajeer-1177	265	16	results	result	NOUN
ajeer-1177	265	17	.	.	PUNCT
ajeer-1177	266	1	the	the	DET
ajeer-1177	266	2	first	first	ADJ
ajeer-1177	266	3	reason	reason	NOUN
ajeer-1177	266	4	has	have	VERB
ajeer-1177	266	5	to	to	PART
ajeer-1177	266	6	do	do	VERB
ajeer-1177	266	7	with	with	ADP
ajeer-1177	266	8	different	different	ADJ
ajeer-1177	266	9	research	research	NOUN
ajeer-1177	266	10	objectives	objective	NOUN
ajeer-1177	266	11	and	and	CCONJ
ajeer-1177	266	12	type	type	NOUN
ajeer-1177	266	13	of	of	ADP
ajeer-1177	266	14	data	datum	NOUN
ajeer-1177	266	15	for	for	ADP
ajeer-1177	266	16	the	the	DET
ajeer-1177	266	17	different	different	ADJ
ajeer-1177	266	18	papers	paper	NOUN
ajeer-1177	266	19	as	as	SCONJ
ajeer-1177	266	20	highlited	highlite	VERB
ajeer-1177	266	21	in	in	ADP
ajeer-1177	266	22	hall	hall	NOUN
ajeer-1177	266	23	and	and	CCONJ
ajeer-1177	266	24	mairesse	mairesse	NOUN
ajeer-1177	266	25	(	(	PUNCT
ajeer-1177	266	26	1995	1995	NUM
ajeer-1177	266	27	)	)	PUNCT
ajeer-1177	266	28	and	and	CCONJ
ajeer-1177	266	29	holtz	holtz	PROPN
ajeer-1177	266	30	-	-	PUNCT
ajeer-1177	266	31	eakin	eakin	PROPN
ajeer-1177	266	32	(	(	PUNCT
ajeer-1177	266	33	2005	2005	NUM
ajeer-1177	266	34	)	)	PUNCT
ajeer-1177	266	35	and	and	CCONJ
ajeer-1177	266	36	the	the	DET
ajeer-1177	266	37	other	other	ADJ
ajeer-1177	266	38	has	have	VERB
ajeer-1177	266	39	to	to	PART
ajeer-1177	266	40	do	do	VERB
ajeer-1177	266	41	with	with	ADP
ajeer-1177	266	42	fluctuations	fluctuation	NOUN
ajeer-1177	266	43	in	in	ADP
ajeer-1177	266	44	the	the	DET
ajeer-1177	266	45	external	external	ADJ
ajeer-1177	266	46	business	business	NOUN
ajeer-1177	266	47	environment	environment	NOUN
ajeer-1177	266	48	in	in	ADP
ajeer-1177	266	49	different	different	ADJ
ajeer-1177	266	50	time	time	NOUN
ajeer-1177	266	51	periods	period	NOUN
ajeer-1177	266	52	being	be	AUX
ajeer-1177	266	53	observed	observe	VERB
ajeer-1177	266	54	,	,	PUNCT
ajeer-1177	266	55	highlighted	highlight	VERB
ajeer-1177	266	56	in	in	ADP
ajeer-1177	266	57	moen	moen	PROPN
ajeer-1177	266	58	and	and	CCONJ
ajeer-1177	266	59	burchardt	burchardt	ADJ
ajeer-1177	266	60	(	(	PUNCT
ajeer-1177	266	61	2010	2010	NUM
ajeer-1177	266	62	)	)	PUNCT
ajeer-1177	266	63	.	.	PUNCT
ajeer-1177	267	1	judging	judge	VERB
ajeer-1177	267	2	from	from	ADP
ajeer-1177	267	3	the	the	DET
ajeer-1177	267	4	angle	angle	NOUN
ajeer-1177	267	5	of	of	ADP
ajeer-1177	267	6	the	the	DET
ajeer-1177	267	7	type	type	NOUN
ajeer-1177	267	8	of	of	ADP
ajeer-1177	267	9	data	datum	NOUN
ajeer-1177	267	10	and	and	CCONJ
ajeer-1177	267	11	research	research	NOUN
ajeer-1177	267	12	objectives	objective	NOUN
ajeer-1177	267	13	,	,	PUNCT
ajeer-1177	267	14	there	there	PRON
ajeer-1177	267	15	are	be	VERB
ajeer-1177	267	16	a	a	DET
ajeer-1177	267	17	number	number	NOUN
ajeer-1177	267	18	of	of	ADP
ajeer-1177	267	19	interpretation	interpretation	NOUN
ajeer-1177	267	20	as	as	ADP
ajeer-1177	267	21	to	to	ADP
ajeer-1177	267	22	why	why	SCONJ
ajeer-1177	267	23	our	our	PRON
ajeer-1177	267	24	study	study	NOUN
ajeer-1177	267	25	produces	produce	VERB
ajeer-1177	267	26	a	a	DET
ajeer-1177	267	27	slightly	slightly	ADV
ajeer-1177	267	28	different	different	ADJ
ajeer-1177	267	29	estimate	estimate	NOUN
ajeer-1177	267	30	for	for	ADP
ajeer-1177	267	31	the	the	DET
ajeer-1177	267	32	uk	uk	PROPN
ajeer-1177	267	33	with	with	ADP
ajeer-1177	267	34	regards	regard	NOUN
ajeer-1177	267	35	to	to	ADP
ajeer-1177	267	36	earlier	early	ADJ
ajeer-1177	267	37	papers	paper	NOUN
ajeer-1177	267	38	.	.	PUNCT
ajeer-1177	268	1	firstly	firstly	ADV
ajeer-1177	268	2	,	,	PUNCT
ajeer-1177	268	3	geroski	geroski	ADJ
ajeer-1177	268	4	(	(	PUNCT
ajeer-1177	268	5	1991	1991	NUM
ajeer-1177	268	6	)	)	PUNCT
ajeer-1177	268	7	employs	employ	VERB
ajeer-1177	268	8	a	a	DET
ajeer-1177	268	9	slightly	slightly	ADV
ajeer-1177	268	10	different	different	ADJ
ajeer-1177	268	11	type	type	NOUN
ajeer-1177	268	12	of	of	ADP
ajeer-1177	268	13	r&d	r&d	NOUN
ajeer-1177	268	14	expenditure	expenditure	NOUN
ajeer-1177	268	15	dataset	dataset	VERB
ajeer-1177	268	16	in	in	ADP
ajeer-1177	268	17	their	their	PRON
ajeer-1177	268	18	study	study	NOUN
ajeer-1177	268	19	,	,	PUNCT
ajeer-1177	268	20	separating	separate	VERB
ajeer-1177	268	21	domestic	domestic	ADJ
ajeer-1177	268	22	from	from	ADP
ajeer-1177	268	23	foreign	foreign	ADJ
ajeer-1177	268	24	r&d	r&d	NOUN
ajeer-1177	268	25	expenditure	expenditure	NOUN
ajeer-1177	268	26	data	datum	NOUN
ajeer-1177	268	27	to	to	PART
ajeer-1177	268	28	assess	assess	VERB
ajeer-1177	268	29	the	the	DET
ajeer-1177	268	30	impact	impact	NOUN
ajeer-1177	268	31	of	of	ADP
ajeer-1177	268	32	each	each	DET
ajeer-1177	268	33	type4	type4	NOUN
ajeer-1177	268	34	which	which	PRON
ajeer-1177	268	35	means	mean	VERB
ajeer-1177	268	36	that	that	SCONJ
ajeer-1177	268	37	their	their	PRON
ajeer-1177	268	38	result	result	NOUN
ajeer-1177	268	39	has	have	VERB
ajeer-1177	268	40	the	the	DET
ajeer-1177	268	41	tendency	tendency	NOUN
ajeer-1177	268	42	to	to	PART
ajeer-1177	268	43	be	be	AUX
ajeer-1177	268	44	a	a	DET
ajeer-1177	268	45	little	little	ADJ
ajeer-1177	268	46	lower	low	ADJ
ajeer-1177	268	47	than	than	ADP
ajeer-1177	268	48	that	that	PRON
ajeer-1177	268	49	of	of	ADP
ajeer-1177	268	50	this	this	DET
ajeer-1177	268	51	study	study	NOUN
ajeer-1177	268	52	.	.	PUNCT
ajeer-1177	269	1	secondly	secondly	ADV
ajeer-1177	269	2	,	,	PUNCT
ajeer-1177	269	3	mcvicar	mcvicar	ADJ
ajeer-1177	269	4	(	(	PUNCT
ajeer-1177	269	5	2002	2002	NUM
ajeer-1177	269	6	)	)	PUNCT
ajeer-1177	269	7	only	only	ADV
ajeer-1177	269	8	estimates	estimate	NOUN
ajeer-1177	269	9	for	for	ADP
ajeer-1177	269	10	7	7	NUM
ajeer-1177	269	11	uk	uk	PROPN
ajeer-1177	269	12	manufacturing	manufacturing	NOUN
ajeer-1177	269	13	industries	industry	NOUN
ajeer-1177	269	14	thus	thus	ADV
ajeer-1177	269	15	,	,	PUNCT
ajeer-1177	269	16	it	it	PRON
ajeer-1177	269	17	is	be	AUX
ajeer-1177	269	18	possible	possible	ADJ
ajeer-1177	269	19	that	that	SCONJ
ajeer-1177	269	20	the	the	DET
ajeer-1177	269	21	inclusion	inclusion	NOUN
ajeer-1177	269	22	of	of	ADP
ajeer-1177	269	23	more	more	ADJ
ajeer-1177	269	24	industries	industry	NOUN
ajeer-1177	269	25	in	in	ADP
ajeer-1177	269	26	the	the	DET
ajeer-1177	269	27	study	study	NOUN
ajeer-1177	269	28	,	,	PUNCT
ajeer-1177	269	29	as	as	SCONJ
ajeer-1177	269	30	done	do	VERB
ajeer-1177	269	31	in	in	ADP
ajeer-1177	269	32	this	this	DET
ajeer-1177	269	33	paper	paper	NOUN
ajeer-1177	269	34	should	should	AUX
ajeer-1177	269	35	produce	produce	VERB
ajeer-1177	269	36	a	a	DET
ajeer-1177	269	37	slightly	slightly	ADV
ajeer-1177	269	38	higher	high	ADJ
ajeer-1177	269	39	estimate	estimate	NOUN
ajeer-1177	269	40	.	.	PUNCT
ajeer-1177	270	1	lastly	lastly	ADV
ajeer-1177	270	2	,	,	PUNCT
ajeer-1177	270	3	the	the	DET
ajeer-1177	270	4	huge	huge	ADJ
ajeer-1177	270	5	difference	difference	NOUN
ajeer-1177	270	6	between	between	ADP
ajeer-1177	270	7	the	the	DET
ajeer-1177	270	8	result	result	NOUN
ajeer-1177	270	9	in	in	ADP
ajeer-1177	270	10	kafouros	kafouro	NOUN
ajeer-1177	270	11	and	and	CCONJ
ajeer-1177	270	12	wang	wang	PROPN
ajeer-1177	270	13	(	(	PUNCT
ajeer-1177	270	14	2008	2008	NUM
ajeer-1177	270	15	)	)	PUNCT
ajeer-1177	270	16	and	and	CCONJ
ajeer-1177	270	17	that	that	PRON
ajeer-1177	270	18	of	of	ADP
ajeer-1177	270	19	this	this	DET
ajeer-1177	270	20	present	present	ADJ
ajeer-1177	270	21	research	research	NOUN
ajeer-1177	270	22	,	,	PUNCT
ajeer-1177	270	23	is	be	AUX
ajeer-1177	270	24	somewhat	somewhat	ADV
ajeer-1177	270	25	surprising	surprising	ADJ
ajeer-1177	270	26	.	.	PUNCT
ajeer-1177	271	1	however	however	ADV
ajeer-1177	271	2	,	,	PUNCT
ajeer-1177	271	3	kafouros	kafouro	NOUN
ajeer-1177	271	4	and	and	CCONJ
ajeer-1177	271	5	wang	wang	PROPN
ajeer-1177	271	6	(	(	PUNCT
ajeer-1177	271	7	2008	2008	NUM
ajeer-1177	271	8	)	)	PUNCT
ajeer-1177	271	9	is	be	AUX
ajeer-1177	271	10	the	the	DET
ajeer-1177	271	11	only	only	ADJ
ajeer-1177	271	12	paper	paper	NOUN
ajeer-1177	271	13	in	in	ADP
ajeer-1177	271	14	this	this	DET
ajeer-1177	271	15	category	category	NOUN
ajeer-1177	271	16	which	which	PRON
ajeer-1177	271	17	uses	use	VERB
ajeer-1177	271	18	sales	sale	NOUN
ajeer-1177	271	19	to	to	ADP
ajeer-1177	271	20	proxy	proxy	NOUN
ajeer-1177	271	21	for	for	ADP
ajeer-1177	271	22	output	output	NOUN
ajeer-1177	271	23	.	.	PUNCT
ajeer-1177	272	1	they	they	PRON
ajeer-1177	272	2	maintain	maintain	VERB
ajeer-1177	272	3	that	that	SCONJ
ajeer-1177	272	4	because	because	SCONJ
ajeer-1177	272	5	gross	gross	ADJ
ajeer-1177	272	6	value	value	NOUN
ajeer-1177	272	7	added	add	VERB
ajeer-1177	272	8	was	be	AUX
ajeer-1177	272	9	not	not	PART
ajeer-1177	272	10	available	available	ADJ
ajeer-1177	272	11	at	at	ADP
ajeer-1177	272	12	the	the	DET
ajeer-1177	272	13	time	time	NOUN
ajeer-1177	272	14	of	of	ADP
ajeer-1177	272	15	the	the	DET
ajeer-1177	272	16	research	research	NOUN
ajeer-1177	272	17	,	,	PUNCT
ajeer-1177	272	18	the	the	DET
ajeer-1177	272	19	only	only	ADJ
ajeer-1177	272	20	option	option	NOUN
ajeer-1177	272	21	was	be	AUX
ajeer-1177	272	22	to	to	PART
ajeer-1177	272	23	resort	resort	VERB
ajeer-1177	272	24	to	to	ADP
ajeer-1177	272	25	sales.this	sales.this	PROPN
ajeer-1177	272	26	means	mean	VERB
ajeer-1177	272	27	that	that	SCONJ
ajeer-1177	272	28	their	their	PRON
ajeer-1177	272	29	result	result	NOUN
ajeer-1177	272	30	is	be	AUX
ajeer-1177	272	31	not	not	PART
ajeer-1177	272	32	expected	expect	VERB
ajeer-1177	272	33	to	to	PART
ajeer-1177	272	34	be	be	AUX
ajeer-1177	272	35	precise	precise	ADJ
ajeer-1177	272	36	with	with	ADP
ajeer-1177	272	37	that	that	PRON
ajeer-1177	272	38	of	of	ADP
ajeer-1177	272	39	this	this	DET
ajeer-1177	272	40	paper	paper	NOUN
ajeer-1177	272	41	.	.	PUNCT
ajeer-1177	273	1	in	in	ADP
ajeer-1177	273	2	fact	fact	NOUN
ajeer-1177	273	3	,	,	PUNCT
ajeer-1177	273	4	hall	hall	NOUN
ajeer-1177	273	5	and	and	CCONJ
ajeer-1177	273	6	mairesse	mairesse	NOUN
ajeer-1177	273	7	(	(	PUNCT
ajeer-1177	273	8	1995	1995	NUM
ajeer-1177	273	9	)	)	PUNCT
ajeer-1177	273	10	argue	argue	VERB
ajeer-1177	273	11	against	against	ADP
ajeer-1177	273	12	the	the	DET
ajeer-1177	273	13	use	use	NOUN
ajeer-1177	273	14	of	of	ADP
ajeer-1177	273	15	sales	sale	NOUN
ajeer-1177	273	16	to	to	ADP
ajeer-1177	273	17	proxy	proxy	NOUN
ajeer-1177	273	18	for	for	ADP
ajeer-1177	273	19	output	output	NOUN
ajeer-1177	273	20	sustaining	sustain	VERB
ajeer-1177	273	21	that	that	SCONJ
ajeer-1177	273	22	it	it	PRON
ajeer-1177	273	23	leads	lead	VERB
ajeer-1177	273	24	to	to	ADP
ajeer-1177	273	25	biased	biased	ADJ
ajeer-1177	273	26	results	result	NOUN
ajeer-1177	273	27	.	.	PUNCT
ajeer-1177	274	1	in	in	ADP
ajeer-1177	274	2	a	a	DET
ajeer-1177	274	3	ddition	ddition	NOUN
ajeer-1177	274	4	,	,	PUNCT
ajeer-1177	274	5	the	the	DET
ajeer-1177	274	6	2008	2008	NUM
ajeer-1177	274	7	financial	financial	ADJ
ajeer-1177	274	8	crises	crisis	NOUN
ajeer-1177	274	9	created	create	VERB
ajeer-1177	274	10	a	a	DET
ajeer-1177	274	11	hole	hole	NOUN
ajeer-1177	274	12	in	in	ADP
ajeer-1177	274	13	the	the	DET
ajeer-1177	274	14	data	datum	NOUN
ajeer-1177	274	15	used	use	VERB
ajeer-1177	274	16	for	for	ADP
ajeer-1177	274	17	this	this	DET
ajeer-1177	274	18	study	study	NOUN
ajeer-1177	274	19	which	which	PRON
ajeer-1177	274	20	means	mean	VERB
ajeer-1177	274	21	that	that	SCONJ
ajeer-1177	274	22	perhaps	perhaps	ADV
ajeer-1177	274	23	,	,	PUNCT
ajeer-1177	274	24	the	the	DET
ajeer-1177	274	25	coefficient	coefficient	NOUN
ajeer-1177	274	26	of	of	ADP
ajeer-1177	274	27	long	long	ADJ
ajeer-1177	274	28	-	-	PUNCT
ajeer-1177	274	29	run	run	VERB
ajeer-1177	274	30	r&d	r&d	NOUN
ajeer-1177	274	31	expenditure	expenditure	NOUN
ajeer-1177	274	32	for	for	ADP
ajeer-1177	274	33	this	this	DET
ajeer-1177	274	34	research	research	NOUN
ajeer-1177	274	35	would	would	AUX
ajeer-1177	274	36	have	have	AUX
ajeer-1177	274	37	probably	probably	ADV
ajeer-1177	274	38	been	be	AUX
ajeer-1177	274	39	higher	high	ADJ
ajeer-1177	274	40	than	than	SCONJ
ajeer-1177	274	41	it	it	PRON
ajeer-1177	274	42	is	be	AUX
ajeer-1177	274	43	,	,	PUNCT
ajeer-1177	274	44	moving	move	VERB
ajeer-1177	274	45	closer	close	ADV
ajeer-1177	274	46	to	to	ADP
ajeer-1177	274	47	that	that	PRON
ajeer-1177	274	48	of	of	ADP
ajeer-1177	274	49	kafouros	kafouro	NOUN
ajeer-1177	274	50	and	and	CCONJ
ajeer-1177	274	51	wang	wang	PROPN
ajeer-1177	274	52	(	(	PUNCT
ajeer-1177	274	53	2008	2008	NUM
ajeer-1177	274	54	)	)	PUNCT
ajeer-1177	274	55	.	.	PUNCT
ajeer-1177	275	1	finally	finally	ADV
ajeer-1177	275	2	,	,	PUNCT
ajeer-1177	275	3	by	by	ADP
ajeer-1177	275	4	observing	observe	VERB
ajeer-1177	275	5	table	table	NOUN
ajeer-1177	275	6	3	3	NUM
ajeer-1177	275	7	and	and	CCONJ
ajeer-1177	275	8	4	4	NUM
ajeer-1177	275	9	in	in	ADP
ajeer-1177	275	10	literature	literature	PROPN
ajeer-1177	275	11	review	review	NOUN
ajeer-1177	275	12	,	,	PUNCT
ajeer-1177	275	13	one	one	PRON
ajeer-1177	275	14	can	can	AUX
ajeer-1177	275	15	appreciate	appreciate	VERB
ajeer-1177	275	16	that	that	SCONJ
ajeer-1177	275	17	the	the	DET
ajeer-1177	275	18	long	long	ADV
ajeer-1177	275	19	-	-	PUNCT
ajeer-1177	275	20	run	run	VERB
ajeer-1177	275	21	r&d	r&d	NOUN
ajeer-1177	275	22	coefficient	coefficient	NOUN
ajeer-1177	275	23	for	for	ADP
ajeer-1177	275	24	this	this	DET
ajeer-1177	275	25	present	present	ADJ
ajeer-1177	275	26	research	research	NOUN
ajeer-1177	275	27	is	be	AUX
ajeer-1177	275	28	very	very	ADV
ajeer-1177	275	29	similar	similar	ADJ
ajeer-1177	275	30	to	to	ADP
ajeer-1177	275	31	those	those	PRON
ajeer-1177	275	32	reported	report	VERB
ajeer-1177	275	33	in	in	ADP
ajeer-1177	275	34	the	the	DET
ajeer-1177	275	35	tables	table	NOUN
ajeer-1177	275	36	.	.	PUNCT
ajeer-1177	276	1	in	in	ADP
ajeer-1177	276	2	fact	fact	NOUN
ajeer-1177	276	3	,	,	PUNCT
ajeer-1177	276	4	the	the	DET
ajeer-1177	276	5	impact	impact	NOUN
ajeer-1177	276	6	of	of	ADP
ajeer-1177	276	7	0.07	0.07	NUM
ajeer-1177	276	8	found	find	VERB
ajeer-1177	276	9	on	on	ADP
ajeer-1177	276	10	this	this	DET
ajeer-1177	276	11	present	present	ADJ
ajeer-1177	276	12	paper	paper	NOUN
ajeer-1177	276	13	is	be	AUX
ajeer-1177	276	14	exactly	exactly	ADV
ajeer-1177	276	15	the	the	DET
ajeer-1177	276	16	same	same	ADJ
ajeer-1177	276	17	size	size	NOUN
ajeer-1177	276	18	found	find	VERB
ajeer-1177	276	19	for	for	ADP
ajeer-1177	276	20	france	france	PROPN
ajeer-1177	276	21	by	by	ADP
ajeer-1177	276	22	hall	hall	NOUN
ajeer-1177	276	23	and	and	CCONJ
ajeer-1177	276	24	mairesse	mairesse	NOUN
ajeer-1177	276	25	(	(	PUNCT
ajeer-1177	276	26	1995	1995	NUM
ajeer-1177	276	27	)	)	PUNCT
ajeer-1177	276	28	while	while	SCONJ
ajeer-1177	276	29	using	use	VERB
ajeer-1177	276	30	time	time	NOUN
ajeer-1177	276	31	-	-	PUNCT
ajeer-1177	276	32	series	series	NOUN
ajeer-1177	276	33	data	datum	NOUN
ajeer-1177	276	34	.	.	PUNCT
ajeer-1177	277	1	this	this	PRON
ajeer-1177	277	2	implies	imply	VERB
ajeer-1177	277	3	that	that	SCONJ
ajeer-1177	277	4	this	this	DET
ajeer-1177	277	5	study	study	NOUN
ajeer-1177	277	6	also	also	ADV
ajeer-1177	277	7	joins	join	VERB
ajeer-1177	277	8	other	other	ADJ
ajeer-1177	277	9	panel	panel	NOUN
ajeer-1177	277	10	data	datum	NOUN
ajeer-1177	277	11	studies	study	NOUN
ajeer-1177	277	12	to	to	PART
ajeer-1177	277	13	provide	provide	VERB
ajeer-1177	277	14	support	support	NOUN
ajeer-1177	277	15	for	for	ADP
ajeer-1177	277	16	small	small	ADJ
ajeer-1177	277	17	coefficient	coefficient	NOUN
ajeer-1177	277	18	for	for	ADP
ajeer-1177	277	19	r&d	r&d	NOUN
ajeer-1177	277	20	,	,	PUNCT
ajeer-1177	277	21	consistent	consistent	ADJ
ajeer-1177	277	22	with	with	ADP
ajeer-1177	277	23	the	the	DET
ajeer-1177	277	24	arguments	argument	NOUN
ajeer-1177	277	25	of	of	ADP
ajeer-1177	277	26	time	time	NOUN
ajeer-1177	277	27	-	-	PUNCT
ajeer-1177	277	28	series	series	NOUN
ajeer-1177	277	29	studies	study	NOUN
ajeer-1177	277	30	.	.	PUNCT
ajeer-1177	278	1	however	however	ADV
ajeer-1177	278	2	,	,	PUNCT
ajeer-1177	278	3	there	there	PRON
ajeer-1177	278	4	is	be	VERB
ajeer-1177	278	5	still	still	ADV
ajeer-1177	278	6	a	a	DET
ajeer-1177	278	7	need	need	NOUN
ajeer-1177	278	8	for	for	ADP
ajeer-1177	278	9	further	further	ADJ
ajeer-1177	278	10	investigation	investigation	NOUN
ajeer-1177	278	11	at	at	ADP
ajeer-1177	278	12	individual	individual	ADJ
ajeer-1177	278	13	industry	industry	NOUN
ajeer-1177	278	14	level	level	NOUN
ajeer-1177	278	15	using	use	VERB
ajeer-1177	278	16	time	time	NOUN
ajeer-1177	278	17	-	-	PUNCT
ajeer-1177	278	18	series	series	NOUN
ajeer-1177	278	19	data	datum	NOUN
ajeer-1177	278	20	,	,	PUNCT
ajeer-1177	278	21	to	to	PART
ajeer-1177	278	22	assess	assess	VERB
ajeer-1177	278	23	whether	whether	SCONJ
ajeer-1177	278	24	this	this	PRON
ajeer-1177	278	25	is	be	AUX
ajeer-1177	278	26	also	also	ADV
ajeer-1177	278	27	the	the	DET
ajeer-1177	278	28	same	same	ADJ
ajeer-1177	278	29	picture	picture	NOUN
ajeer-1177	278	30	dipicted	dipicte	VERB
ajeer-1177	278	31	.	.	PUNCT
ajeer-1177	279	1	7	7	X
ajeer-1177	279	2	.	.	X
ajeer-1177	279	3	conclusion	conclusion	VERB
ajeer-1177	279	4	the	the	DET
ajeer-1177	279	5	purpose	purpose	NOUN
ajeer-1177	279	6	of	of	ADP
ajeer-1177	279	7	this	this	DET
ajeer-1177	279	8	study	study	NOUN
ajeer-1177	279	9	has	have	AUX
ajeer-1177	279	10	been	be	AUX
ajeer-1177	279	11	to	to	PART
ajeer-1177	279	12	investigate	investigate	VERB
ajeer-1177	279	13	the	the	DET
ajeer-1177	279	14	impact	impact	NOUN
ajeer-1177	279	15	of	of	ADP
ajeer-1177	279	16	r&d	r&d	NOUN
ajeer-1177	279	17	expenditure	expenditure	NOUN
ajeer-1177	279	18	on	on	ADP
ajeer-1177	279	19	productivity	productivity	NOUN
ajeer-1177	279	20	growth	growth	NOUN
ajeer-1177	279	21	using	use	VERB
ajeer-1177	279	22	panel	panel	NOUN
ajeer-1177	279	23	data	datum	NOUN
ajeer-1177	279	24	.	.	PUNCT
ajeer-1177	280	1	our	our	PRON
ajeer-1177	280	2	general	general	ADJ
ajeer-1177	280	3	conclusion	conclusion	NOUN
ajeer-1177	280	4	is	be	AUX
ajeer-1177	280	5	that	that	SCONJ
ajeer-1177	280	6	there	there	PRON
ajeer-1177	280	7	is	be	VERB
ajeer-1177	280	8	still	still	ADV
ajeer-1177	280	9	a	a	DET
ajeer-1177	280	10	positive	positive	ADJ
ajeer-1177	280	11	relationship	relationship	NOUN
ajeer-1177	280	12	between	between	ADP
ajeer-1177	280	13	r&d	r&d	NOUN
ajeer-1177	280	14	expenditure	expenditure	NOUN
ajeer-1177	280	15	and	and	CCONJ
ajeer-1177	280	16	productivity	productivity	NOUN
ajeer-1177	280	17	growth	growth	NOUN
ajeer-1177	280	18	for	for	ADP
ajeer-1177	280	19	the	the	DET
ajeer-1177	280	20	uk	uk	PROPN
ajeer-1177	280	21	manufacturing	manufacturing	NOUN
ajeer-1177	280	22	industries	industry	NOUN
ajeer-1177	280	23	,	,	PUNCT
ajeer-1177	280	24	with	with	ADP
ajeer-1177	280	25	r&d	r&d	NOUN
ajeer-1177	280	26	elasticity	elasticity	NOUN
ajeer-1177	280	27	of	of	ADP
ajeer-1177	280	28	about	about	ADV
ajeer-1177	280	29	0.07	0.07	NUM
ajeer-1177	280	30	%	%	NOUN
ajeer-1177	280	31	at	at	ADP
ajeer-1177	280	32	panel	panel	NOUN
ajeer-1177	280	33	level	level	NOUN
ajeer-1177	280	34	and	and	CCONJ
ajeer-1177	280	35	significant	significant	ADJ
ajeer-1177	280	36	at	at	ADP
ajeer-1177	280	37	1	1	NUM
ajeer-1177	280	38	%	%	NOUN
ajeer-1177	280	39	.	.	PUNCT
ajeer-1177	281	1	the	the	DET
ajeer-1177	281	2	main	main	ADJ
ajeer-1177	281	3	implication	implication	NOUN
ajeer-1177	281	4	of	of	ADP
ajeer-1177	281	5	these	these	DET
ajeer-1177	281	6	findings	finding	NOUN
ajeer-1177	281	7	is	be	AUX
ajeer-1177	281	8	that	that	DET
ajeer-1177	281	9	technological	technological	ADJ
ajeer-1177	281	10	advancement	advancement	NOUN
ajeer-1177	281	11	which	which	PRON
ajeer-1177	281	12	contributes	contribute	VERB
ajeer-1177	281	13	to	to	ADP
ajeer-1177	281	14	productivity	productivity	NOUN
ajeer-1177	281	15	growth	growth	NOUN
ajeer-1177	281	16	is	be	AUX
ajeer-1177	281	17	not	not	PART
ajeer-1177	281	18	exogenous	exogenous	ADJ
ajeer-1177	281	19	,	,	PUNCT
ajeer-1177	281	20	contrary	contrary	ADV
ajeer-1177	281	21	to	to	ADP
ajeer-1177	281	22	solow	solow	PROPN
ajeer-1177	281	23	(	(	PUNCT
ajeer-1177	281	24	1956	1956	NUM
ajeer-1177	281	25	)	)	PUNCT
ajeer-1177	281	26	.	.	PUNCT
ajeer-1177	282	1	that	that	PRON
ajeer-1177	282	2	is	be	AUX
ajeer-1177	282	3	,	,	PUNCT
ajeer-1177	282	4	it	it	PRON
ajeer-1177	282	5	can	can	AUX
ajeer-1177	282	6	be	be	AUX
ajeer-1177	282	7	determined	determine	VERB
ajeer-1177	282	8	by	by	ADP
ajeer-1177	282	9	r&d	r&d	NOUN
ajeer-1177	282	10	decisions	decision	NOUN
ajeer-1177	282	11	in	in	ADP
ajeer-1177	282	12	firms	firm	NOUN
ajeer-1177	282	13	and	and	CCONJ
ajeer-1177	282	14	in	in	ADP
ajeer-1177	282	15	industries	industry	NOUN
ajeer-1177	282	16	,	,	PUNCT
ajeer-1177	282	17	which	which	PRON
ajeer-1177	282	18	is	be	AUX
ajeer-1177	282	19	in	in	ADP
ajeer-1177	282	20	favour	favour	NOUN
ajeer-1177	282	21	of	of	ADP
ajeer-1177	282	22	romer	romer	NOUN
ajeer-1177	282	23	(	(	PUNCT
ajeer-1177	282	24	1986	1986	NUM
ajeer-1177	282	25	)	)	PUNCT
ajeer-1177	282	26	;	;	PUNCT
ajeer-1177	282	27	romer	romer	NOUN
ajeer-1177	282	28	(	(	PUNCT
ajeer-1177	282	29	1990	1990	NUM
ajeer-1177	282	30	)	)	PUNCT
ajeer-1177	282	31	and	and	CCONJ
ajeer-1177	282	32	lucas	lucas	PROPN
ajeer-1177	282	33	(	(	PUNCT
ajeer-1177	282	34	1988	1988	NUM
ajeer-1177	282	35	)	)	PUNCT
ajeer-1177	282	36	.	.	PUNCT
ajeer-1177	283	1	nevertheless	nevertheless	ADV
ajeer-1177	283	2	,	,	PUNCT
ajeer-1177	283	3	there	there	PRON
ajeer-1177	283	4	are	be	VERB
ajeer-1177	283	5	also	also	ADV
ajeer-1177	283	6	some	some	DET
ajeer-1177	283	7	rare	rare	ADJ
ajeer-1177	283	8	circumstances	circumstance	NOUN
ajeer-1177	283	9	where	where	SCONJ
ajeer-1177	283	10	this	this	DET
ajeer-1177	283	11	endogenous	endogenous	ADJ
ajeer-1177	283	12	growth	growth	NOUN
ajeer-1177	283	13	theory	theory	NOUN
ajeer-1177	283	14	does	do	AUX
ajeer-1177	283	15	not	not	PART
ajeer-1177	283	16	hold	hold	VERB
ajeer-1177	283	17	.	.	PUNCT
ajeer-1177	284	1	for	for	ADP
ajeer-1177	284	2	instance	instance	NOUN
ajeer-1177	284	3	,	,	PUNCT
ajeer-1177	284	4	kafouros	kafouro	NOUN
ajeer-1177	284	5	and	and	CCONJ
ajeer-1177	284	6	wang	wang	PROPN
ajeer-1177	284	7	(	(	PUNCT
ajeer-1177	284	8	2008	2008	NUM
ajeer-1177	284	9	)	)	PUNCT
ajeer-1177	284	10	also	also	ADV
ajeer-1177	284	11	confirm	confirm	VERB
ajeer-1177	284	12	as	as	ADV
ajeer-1177	284	13	well	well	ADV
ajeer-1177	284	14	as	as	ADP
ajeer-1177	284	15	this	this	DET
ajeer-1177	284	16	study	study	NOUN
ajeer-1177	284	17	that	that	SCONJ
ajeer-1177	284	18	some	some	DET
ajeer-1177	284	19	industries	industry	NOUN
ajeer-1177	284	20	do	do	AUX
ajeer-1177	284	21	possess	possess	VERB
ajeer-1177	284	22	negative	negative	ADJ
ajeer-1177	284	23	signs	sign	NOUN
ajeer-1177	284	24	.	.	PUNCT
ajeer-1177	285	1	in	in	ADP
ajeer-1177	285	2	addition	addition	NOUN
ajeer-1177	285	3	,	,	PUNCT
ajeer-1177	285	4	this	this	DET
ajeer-1177	285	5	study	study	NOUN
ajeer-1177	285	6	clearly	clearly	ADV
ajeer-1177	285	7	prefers	prefer	VERB
ajeer-1177	285	8	investment	investment	NOUN
ajeer-1177	285	9	in	in	ADP
ajeer-1177	285	10	r&d	r&d	NOUN
ajeer-1177	285	11	to	to	ADP
ajeer-1177	285	12	capital	capital	NOUN
ajeer-1177	285	13	investments	investment	NOUN
ajeer-1177	285	14	,	,	PUNCT
ajeer-1177	285	15	as	as	SCONJ
ajeer-1177	285	16	capital	capital	NOUN
ajeer-1177	285	17	was	be	AUX
ajeer-1177	285	18	generally	generally	ADV
ajeer-1177	285	19	found	find	VERB
ajeer-1177	285	20	to	to	PART
ajeer-1177	285	21	contribute	contribute	VERB
ajeer-1177	285	22	less	less	ADJ
ajeer-1177	285	23	to	to	ADP
ajeer-1177	285	24	productivity	productivity	NOUN
ajeer-1177	285	25	growth	growth	NOUN
ajeer-1177	285	26	compared	compare	VERB
ajeer-1177	285	27	to	to	ADP
ajeer-1177	285	28	r&d	r&d	NOUN
ajeer-1177	285	29	investments	investment	NOUN
ajeer-1177	285	30	.	.	PUNCT
ajeer-1177	286	1	furthermore	furthermore	ADV
ajeer-1177	286	2	,	,	PUNCT
ajeer-1177	286	3	the	the	DET
ajeer-1177	286	4	estimate	estimate	NOUN
ajeer-1177	286	5	for	for	ADP
ajeer-1177	286	6	r&d	r&d	NOUN
ajeer-1177	286	7	coefficient	coefficient	NOUN
ajeer-1177	286	8	found	find	VERB
ajeer-1177	286	9	at	at	ADP
ajeer-1177	286	10	the	the	DET
ajeer-1177	286	11	panel	panel	NOUN
ajeer-1177	286	12	level	level	NOUN
ajeer-1177	286	13	provides	provide	VERB
ajeer-1177	286	14	support	support	NOUN
ajeer-1177	286	15	for	for	ADP
ajeer-1177	286	16	the	the	DET
ajeer-1177	286	17	argument	argument	NOUN
ajeer-1177	286	18	of	of	ADP
ajeer-1177	286	19	small	small	ADJ
ajeer-1177	286	20	coefficient	coefficient	NOUN
ajeer-1177	286	21	for	for	ADP
ajeer-1177	286	22	studies	study	NOUN
ajeer-1177	286	23	using	use	VERB
ajeer-1177	286	24	time	time	NOUN
ajeer-1177	286	25	-	-	PUNCT
ajeer-1177	286	26	series	series	NOUN
ajeer-1177	286	27	data	datum	NOUN
ajeer-1177	286	28	.	.	PUNCT
ajeer-1177	287	1	thus	thus	ADV
ajeer-1177	287	2	,	,	PUNCT
ajeer-1177	287	3	we	we	PRON
ajeer-1177	287	4	can	can	AUX
ajeer-1177	287	5	align	align	VERB
ajeer-1177	287	6	with	with	ADP
ajeer-1177	287	7	4	4	NUM
ajeer-1177	287	8	domestic	domestic	ADJ
ajeer-1177	287	9	r&d	r&d	NOUN
ajeer-1177	287	10	is	be	AUX
ajeer-1177	287	11	the	the	DET
ajeer-1177	287	12	r&d	r&d	NOUN
ajeer-1177	287	13	expenditure	expenditure	NOUN
ajeer-1177	287	14	undertaken	undertake	VERB
ajeer-1177	287	15	in	in	ADP
ajeer-1177	287	16	the	the	DET
ajeer-1177	287	17	industry	industry	NOUN
ajeer-1177	287	18	,	,	PUNCT
ajeer-1177	287	19	while	while	SCONJ
ajeer-1177	287	20	foreign	foreign	ADJ
ajeer-1177	287	21	r&d	r&d	NOUN
ajeer-1177	287	22	is	be	AUX
ajeer-1177	287	23	usually	usually	ADV
ajeer-1177	287	24	that	that	PRON
ajeer-1177	287	25	embodied	embody	VERB
ajeer-1177	287	26	in	in	ADP
ajeer-1177	287	27	purchased	purchase	VERB
ajeer-1177	287	28	capital	capital	NOUN
ajeer-1177	287	29	goods	good	NOUN
ajeer-1177	287	30	higon	higon	PROPN
ajeer-1177	287	31	(	(	PUNCT
ajeer-1177	287	32	2007	2007	NUM
ajeer-1177	287	33	)	)	PUNCT
ajeer-1177	287	34	.	.	PUNCT
ajeer-1177	288	1	asian	asian	ADJ
ajeer-1177	288	2	journal	journal	PROPN
ajeer-1177	288	3	of	of	ADP
ajeer-1177	288	4	economics	economic	NOUN
ajeer-1177	288	5	and	and	CCONJ
ajeer-1177	288	6	empirical	empirical	ADJ
ajeer-1177	288	7	research	research	NOUN
ajeer-1177	288	8	,	,	PUNCT
ajeer-1177	288	9	2019	2019	NUM
ajeer-1177	288	10	,	,	PUNCT
ajeer-1177	288	11	6(2	6(2	NUM
ajeer-1177	288	12	):	):	PUNCT
ajeer-1177	288	13	205	205	NUM
ajeer-1177	288	14	-	-	SYM
ajeer-1177	288	15	215	215	NUM
ajeer-1177	288	16	214	214	NUM
ajeer-1177	288	17	©	©	PROPN
ajeer-1177	288	18	2019	2019	NUM
ajeer-1177	288	19	by	by	ADP
ajeer-1177	288	20	the	the	DET
ajeer-1177	288	21	authors	author	NOUN
ajeer-1177	288	22	;	;	PUNCT
ajeer-1177	288	23	licensee	licensee	PROPN
ajeer-1177	288	24	asian	asian	ADJ
ajeer-1177	288	25	online	online	PROPN
ajeer-1177	288	26	journal	journal	PROPN
ajeer-1177	288	27	publishing	publishing	NOUN
ajeer-1177	288	28	group	group	NOUN
ajeer-1177	288	29	the	the	DET
ajeer-1177	288	30	argument	argument	NOUN
ajeer-1177	288	31	of	of	ADP
ajeer-1177	288	32	such	such	ADJ
ajeer-1177	288	33	studies	study	NOUN
ajeer-1177	288	34	on	on	ADP
ajeer-1177	288	35	table	table	NOUN
ajeer-1177	288	36	3	3	NUM
ajeer-1177	288	37	-	-	SYM
ajeer-1177	288	38	4	4	NUM
ajeer-1177	288	39	that	that	SCONJ
ajeer-1177	288	40	r&d	r&d	NOUN
ajeer-1177	288	41	has	have	VERB
ajeer-1177	288	42	a	a	DET
ajeer-1177	288	43	lesser	less	ADJ
ajeer-1177	288	44	impact	impact	NOUN
ajeer-1177	288	45	on	on	ADP
ajeer-1177	288	46	productivity	productivity	NOUN
ajeer-1177	288	47	growth	growth	NOUN
ajeer-1177	288	48	than	than	ADP
ajeer-1177	288	49	those	those	PRON
ajeer-1177	288	50	coming	come	VERB
ajeer-1177	288	51	from	from	ADP
ajeer-1177	288	52	cross	cross	ADJ
ajeer-1177	288	53	-	-	ADJ
ajeer-1177	288	54	section	section	ADJ
ajeer-1177	288	55	studies	study	NOUN
ajeer-1177	288	56	on	on	ADP
ajeer-1177	288	57	table	table	NOUN
ajeer-1177	288	58	1	1	NUM
ajeer-1177	288	59	-	-	SYM
ajeer-1177	288	60	2	2	NUM
ajeer-1177	288	61	.	.	PUNCT
ajeer-1177	289	1	the	the	DET
ajeer-1177	289	2	policy	policy	NOUN
ajeer-1177	289	3	implication	implication	NOUN
ajeer-1177	289	4	for	for	ADP
ajeer-1177	289	5	this	this	DET
ajeer-1177	289	6	research	research	NOUN
ajeer-1177	289	7	is	be	AUX
ajeer-1177	289	8	for	for	SCONJ
ajeer-1177	289	9	the	the	DET
ajeer-1177	289	10	uk	uk	PROPN
ajeer-1177	289	11	government	government	NOUN
ajeer-1177	289	12	to	to	PART
ajeer-1177	289	13	to	to	PART
ajeer-1177	289	14	provide	provide	VERB
ajeer-1177	289	15	incentives	incentive	NOUN
ajeer-1177	289	16	to	to	PART
ajeer-1177	289	17	increase	increase	VERB
ajeer-1177	289	18	innovation	innovation	NOUN
ajeer-1177	289	19	in	in	ADP
ajeer-1177	289	20	the	the	DET
ajeer-1177	289	21	uk	uk	PROPN
ajeer-1177	289	22	manufacturing	manufacturing	NOUN
ajeer-1177	289	23	industries	industry	NOUN
ajeer-1177	289	24	.	.	PUNCT
ajeer-1177	290	1	furthermore	furthermore	ADV
ajeer-1177	290	2	,	,	PUNCT
ajeer-1177	290	3	the	the	DET
ajeer-1177	290	4	uk	uk	PROPN
ajeer-1177	290	5	government	government	NOUN
ajeer-1177	290	6	also	also	ADV
ajeer-1177	290	7	needs	need	VERB
ajeer-1177	290	8	to	to	PART
ajeer-1177	290	9	design	design	VERB
ajeer-1177	290	10	policies	policy	NOUN
ajeer-1177	290	11	which	which	PRON
ajeer-1177	290	12	encourage	encourage	VERB
ajeer-1177	290	13	more	more	ADJ
ajeer-1177	290	14	of	of	ADP
ajeer-1177	290	15	r&d	r&d	NOUN
ajeer-1177	290	16	investments	investment	NOUN
ajeer-1177	290	17	in	in	ADP
ajeer-1177	290	18	firms	firm	NOUN
ajeer-1177	290	19	than	than	ADP
ajeer-1177	290	20	capital	capital	NOUN
ajeer-1177	290	21	investments	investment	NOUN
ajeer-1177	290	22	.	.	PUNCT
ajeer-1177	291	1	in	in	ADP
ajeer-1177	291	2	addition	addition	NOUN
ajeer-1177	291	3	,	,	PUNCT
ajeer-1177	291	4	since	since	SCONJ
ajeer-1177	291	5	an	an	DET
ajeer-1177	291	6	increase	increase	NOUN
ajeer-1177	291	7	in	in	ADP
ajeer-1177	291	8	r&d	r&d	NOUN
ajeer-1177	291	9	expenditure	expenditure	NOUN
ajeer-1177	291	10	has	have	VERB
ajeer-1177	291	11	the	the	DET
ajeer-1177	291	12	tendency	tendency	NOUN
ajeer-1177	291	13	to	to	PART
ajeer-1177	291	14	increase	increase	VERB
ajeer-1177	291	15	productivity	productivity	NOUN
ajeer-1177	291	16	which	which	PRON
ajeer-1177	291	17	in	in	ADP
ajeer-1177	291	18	-	-	PUNCT
ajeer-1177	291	19	turn	turn	NOUN
ajeer-1177	291	20	leads	lead	VERB
ajeer-1177	291	21	to	to	ADP
ajeer-1177	291	22	improvement	improvement	NOUN
ajeer-1177	291	23	in	in	ADP
ajeer-1177	291	24	living	living	NOUN
ajeer-1177	291	25	standards	standard	NOUN
ajeer-1177	291	26	(	(	PUNCT
ajeer-1177	291	27	harari	harari	PROPN
ajeer-1177	291	28	,	,	PUNCT
ajeer-1177	291	29	2015	2015	NUM
ajeer-1177	291	30	)	)	PUNCT
ajeer-1177	292	1	it	it	PRON
ajeer-1177	292	2	is	be	AUX
ajeer-1177	292	3	advised	advise	VERB
ajeer-1177	292	4	that	that	SCONJ
ajeer-1177	292	5	the	the	DET
ajeer-1177	292	6	uk	uk	PROPN
ajeer-1177	292	7	government	government	NOUN
ajeer-1177	292	8	provides	provide	VERB
ajeer-1177	292	9	r&d	r&d	NOUN
ajeer-1177	292	10	subsidies	subsidy	NOUN
ajeer-1177	292	11	to	to	ADP
ajeer-1177	292	12	struggling	struggle	VERB
ajeer-1177	292	13	manufacturing	manufacturing	NOUN
ajeer-1177	292	14	industries	industry	NOUN
ajeer-1177	292	15	,	,	PUNCT
ajeer-1177	292	16	most	most	ADJ
ajeer-1177	292	17	of	of	ADP
ajeer-1177	292	18	which	which	PRON
ajeer-1177	292	19	are	be	AUX
ajeer-1177	292	20	in	in	ADP
ajeer-1177	292	21	the	the	DET
ajeer-1177	292	22	low	low	ADJ
ajeer-1177	292	23	-	-	PUNCT
ajeer-1177	292	24	tech	tech	NOUN
ajeer-1177	292	25	category	category	NOUN
ajeer-1177	292	26	,	,	PUNCT
ajeer-1177	292	27	as	as	SCONJ
ajeer-1177	292	28	this	this	PRON
ajeer-1177	292	29	will	will	AUX
ajeer-1177	292	30	contribute	contribute	VERB
ajeer-1177	292	31	to	to	ADP
ajeer-1177	292	32	economic	economic	ADJ
ajeer-1177	292	33	growth	growth	NOUN
ajeer-1177	292	34	.	.	PUNCT
ajeer-1177	293	1	7.1	7.1	NUM
ajeer-1177	293	2	.	.	PUNCT
ajeer-1177	293	3	limitations	limitation	NOUN
ajeer-1177	293	4	of	of	ADP
ajeer-1177	293	5	study	study	NOUN
ajeer-1177	293	6	and	and	CCONJ
ajeer-1177	293	7	recommendations	recommendation	NOUN
ajeer-1177	293	8	for	for	ADP
ajeer-1177	293	9	future	future	ADJ
ajeer-1177	293	10	research	research	NOUN
ajeer-1177	293	11	the	the	DET
ajeer-1177	293	12	major	major	ADJ
ajeer-1177	293	13	limitation	limitation	NOUN
ajeer-1177	293	14	is	be	AUX
ajeer-1177	293	15	that	that	SCONJ
ajeer-1177	293	16	,	,	PUNCT
ajeer-1177	293	17	the	the	DET
ajeer-1177	293	18	double	double	ADJ
ajeer-1177	293	19	counting	counting	NOUN
ajeer-1177	293	20	of	of	ADP
ajeer-1177	293	21	labour	labour	NOUN
ajeer-1177	293	22	and	and	CCONJ
ajeer-1177	293	23	capital	capital	NOUN
ajeer-1177	293	24	inputs	input	NOUN
ajeer-1177	293	25	in	in	ADP
ajeer-1177	293	26	r&d	r&d	NOUN
ajeer-1177	293	27	is	be	AUX
ajeer-1177	293	28	not	not	PART
ajeer-1177	293	29	corrected	correct	VERB
ajeer-1177	293	30	in	in	ADP
ajeer-1177	293	31	our	our	PRON
ajeer-1177	293	32	data	datum	NOUN
ajeer-1177	293	33	.	.	PUNCT
ajeer-1177	294	1	thus	thus	ADV
ajeer-1177	294	2	,	,	PUNCT
ajeer-1177	294	3	it	it	PRON
ajeer-1177	294	4	is	be	AUX
ajeer-1177	294	5	likely	likely	ADJ
ajeer-1177	294	6	that	that	SCONJ
ajeer-1177	294	7	our	our	PRON
ajeer-1177	294	8	results	result	NOUN
ajeer-1177	294	9	are	be	AUX
ajeer-1177	294	10	bias	bias	NOUN
ajeer-1177	294	11	.	.	PUNCT
ajeer-1177	295	1	finally	finally	ADV
ajeer-1177	295	2	,	,	PUNCT
ajeer-1177	295	3	our	our	PRON
ajeer-1177	295	4	observation	observation	NOUN
ajeer-1177	295	5	period	period	NOUN
ajeer-1177	295	6	is	be	AUX
ajeer-1177	295	7	only	only	ADV
ajeer-1177	295	8	for	for	ADP
ajeer-1177	295	9	18	18	NUM
ajeer-1177	295	10	years	year	NOUN
ajeer-1177	295	11	and	and	CCONJ
ajeer-1177	295	12	because	because	SCONJ
ajeer-1177	295	13	r&d	r&d	NOUN
ajeer-1177	295	14	expenditire	expenditire	NOUN
ajeer-1177	295	15	does	do	AUX
ajeer-1177	295	16	not	not	PART
ajeer-1177	295	17	vary	vary	VERB
ajeer-1177	295	18	much	much	ADV
ajeer-1177	295	19	over	over	ADP
ajeer-1177	295	20	time	time	NOUN
ajeer-1177	295	21	,	,	PUNCT
ajeer-1177	295	22	the	the	DET
ajeer-1177	295	23	research	research	NOUN
ajeer-1177	295	24	requires	require	VERB
ajeer-1177	295	25	longer	long	ADJ
ajeer-1177	295	26	observation	observation	NOUN
ajeer-1177	295	27	period	period	NOUN
ajeer-1177	295	28	to	to	PART
ajeer-1177	295	29	be	be	AUX
ajeer-1177	295	30	able	able	ADJ
ajeer-1177	295	31	to	to	PART
ajeer-1177	295	32	reach	reach	VERB
ajeer-1177	295	33	stronger	strong	ADJ
ajeer-1177	295	34	conclusions	conclusion	NOUN
ajeer-1177	295	35	.	.	PUNCT
ajeer-1177	296	1	two	two	NUM
ajeer-1177	296	2	important	important	ADJ
ajeer-1177	296	3	recommendations	recommendation	NOUN
ajeer-1177	296	4	for	for	ADP
ajeer-1177	296	5	improvements	improvement	NOUN
ajeer-1177	296	6	and	and	CCONJ
ajeer-1177	296	7	further	further	ADJ
ajeer-1177	296	8	study	study	NOUN
ajeer-1177	296	9	on	on	ADP
ajeer-1177	296	10	this	this	DET
ajeer-1177	296	11	research	research	NOUN
ajeer-1177	296	12	topic	topic	NOUN
ajeer-1177	296	13	are	be	AUX
ajeer-1177	296	14	one	one	NUM
ajeer-1177	296	15	,	,	PUNCT
ajeer-1177	296	16	to	to	PART
ajeer-1177	296	17	carry	carry	VERB
ajeer-1177	296	18	out	out	ADP
ajeer-1177	296	19	more	more	ADJ
ajeer-1177	296	20	panel	panel	NOUN
ajeer-1177	296	21	data	datum	NOUN
ajeer-1177	296	22	studies	study	NOUN
ajeer-1177	296	23	using	use	VERB
ajeer-1177	296	24	longer	long	ADJ
ajeer-1177	296	25	observation	observation	NOUN
ajeer-1177	296	26	period	period	NOUN
ajeer-1177	296	27	of	of	ADP
ajeer-1177	296	28	over	over	ADP
ajeer-1177	296	29	30	30	NUM
ajeer-1177	296	30	years	year	NOUN
ajeer-1177	296	31	and	and	CCONJ
ajeer-1177	296	32	apply	apply	VERB
ajeer-1177	296	33	higher	high	ADJ
ajeer-1177	296	34	lags	lag	NOUN
ajeer-1177	296	35	,	,	PUNCT
ajeer-1177	296	36	as	as	SCONJ
ajeer-1177	296	37	this	this	PRON
ajeer-1177	296	38	will	will	AUX
ajeer-1177	296	39	capture	capture	VERB
ajeer-1177	296	40	higher	high	ADJ
ajeer-1177	296	41	variations	variation	NOUN
ajeer-1177	296	42	in	in	ADP
ajeer-1177	296	43	r&d	r&d	NOUN
ajeer-1177	296	44	expenditure	expenditure	NOUN
ajeer-1177	296	45	over	over	ADP
ajeer-1177	296	46	time	time	NOUN
ajeer-1177	296	47	thus	thus	ADV
ajeer-1177	296	48	producing	produce	VERB
ajeer-1177	296	49	more	more	ADV
ajeer-1177	296	50	reliable	reliable	ADJ
ajeer-1177	296	51	estimates	estimate	NOUN
ajeer-1177	296	52	.	.	PUNCT
ajeer-1177	297	1	the	the	DET
ajeer-1177	297	2	last	last	ADJ
ajeer-1177	297	3	recommendation	recommendation	NOUN
ajeer-1177	297	4	is	be	AUX
ajeer-1177	297	5	to	to	PART
ajeer-1177	297	6	represent	represent	VERB
ajeer-1177	297	7	energy	energy	NOUN
ajeer-1177	297	8	input	input	NOUN
ajeer-1177	297	9	in	in	ADP
ajeer-1177	297	10	the	the	DET
ajeer-1177	297	11	cobb	cobb	PROPN
ajeer-1177	297	12	-	-	PUNCT
ajeer-1177	297	13	douglass	douglass	PROPN
ajeer-1177	297	14	production	production	NOUN
ajeer-1177	297	15	function	function	NOUN
ajeer-1177	297	16	framework	framework	NOUN
ajeer-1177	297	17	for	for	ADP
ajeer-1177	297	18	the	the	DET
ajeer-1177	297	19	industries	industry	NOUN
ajeer-1177	297	20	,	,	PUNCT
ajeer-1177	297	21	to	to	PART
ajeer-1177	297	22	improve	improve	VERB
ajeer-1177	297	23	the	the	DET
ajeer-1177	297	24	specification	specification	NOUN
ajeer-1177	297	25	.	.	PUNCT
ajeer-1177	298	1	references	reference	NOUN
ajeer-1177	298	2	asteriou	asteriou	ADV
ajeer-1177	298	3	,	,	PUNCT
ajeer-1177	298	4	d.	d.	PROPN
ajeer-1177	298	5	and	and	CCONJ
ajeer-1177	298	6	s.g	s.g	PROPN
ajeer-1177	298	7	.	.	PROPN
ajeer-1177	298	8	hall	hall	PROPN
ajeer-1177	298	9	,	,	PUNCT
ajeer-1177	298	10	2011	2011	NUM
ajeer-1177	298	11	.	.	PUNCT
ajeer-1177	299	1	applied	apply	VERB
ajeer-1177	299	2	econometrics	econometric	NOUN
ajeer-1177	299	3	.	.	PUNCT
ajeer-1177	300	1	london	london	PROPN
ajeer-1177	300	2	:	:	PUNCT
ajeer-1177	300	3	palgrave	palgrave	PROPN
ajeer-1177	300	4	macmillan	macmillan	PROPN
ajeer-1177	300	5	.	.	PUNCT
ajeer-1177	301	1	australian	australian	ADJ
ajeer-1177	301	2	industry	industry	NOUN
ajeer-1177	301	3	commission	commission	PROPN
ajeer-1177	301	4	,	,	PUNCT
ajeer-1177	301	5	1995	1995	NUM
ajeer-1177	301	6	.	.	PUNCT
ajeer-1177	302	1	research	research	NOUN
ajeer-1177	302	2	and	and	CCONJ
ajeer-1177	302	3	development	development	NOUN
ajeer-1177	302	4	.	.	PUNCT
ajeer-1177	303	1	canberra	canberra	PROPN
ajeer-1177	303	2	:	:	PUNCT
ajeer-1177	303	3	government	government	NOUN
ajeer-1177	303	4	publishing	publish	VERB
ajeer-1177	303	5	servic	servic	PROPN
ajeer-1177	303	6	.	.	PUNCT
ajeer-1177	304	1	cameron	cameron	PROPN
ajeer-1177	304	2	,	,	PUNCT
ajeer-1177	304	3	g.	g.	PROPN
ajeer-1177	304	4	,	,	PUNCT
ajeer-1177	304	5	1998	1998	NUM
ajeer-1177	304	6	.	.	PUNCT
ajeer-1177	305	1	innovation	innovation	NOUN
ajeer-1177	305	2	and	and	CCONJ
ajeer-1177	305	3	growth	growth	NOUN
ajeer-1177	305	4	:	:	PUNCT
ajeer-1177	305	5	a	a	DET
ajeer-1177	305	6	survey	survey	NOUN
ajeer-1177	305	7	of	of	ADP
ajeer-1177	305	8	the	the	DET
ajeer-1177	305	9	empirical	empirical	ADJ
ajeer-1177	305	10	evidence	evidence	NOUN
ajeer-1177	305	11	.	.	PUNCT
ajeer-1177	306	1	oxford	oxford	PROPN
ajeer-1177	306	2	:	:	PUNCT
ajeer-1177	306	3	nuffield	nuffield	PROPN
ajeer-1177	306	4	college	college	PROPN
ajeer-1177	306	5	,	,	PUNCT
ajeer-1177	306	6	oxford	oxford	PROPN
ajeer-1177	306	7	,	,	PUNCT
ajeer-1177	306	8	ox1	ox1	PROPN
ajeer-1177	306	9	1nf	1nf	NOUN
ajeer-1177	306	10	,	,	PUNCT
ajeer-1177	306	11	uk	uk	PROPN
ajeer-1177	306	12	.	.	PROPN
ajeer-1177	306	13	cameron	cameron	PROPN
ajeer-1177	306	14	,	,	PUNCT
ajeer-1177	306	15	g.	g.	PROPN
ajeer-1177	306	16	,	,	PUNCT
ajeer-1177	306	17	2003	2003	NUM
ajeer-1177	306	18	.	.	PUNCT
ajeer-1177	307	1	why	why	SCONJ
ajeer-1177	307	2	did	do	AUX
ajeer-1177	307	3	uk	uk	PROPN
ajeer-1177	307	4	manufacturing	manufacture	VERB
ajeer-1177	307	5	productivity	productivity	NOUN
ajeer-1177	307	6	growth	growth	NOUN
ajeer-1177	307	7	slow	slow	VERB
ajeer-1177	307	8	down	down	ADP
ajeer-1177	307	9	in	in	ADP
ajeer-1177	307	10	the	the	DET
ajeer-1177	307	11	1970s	1970	NOUN
ajeer-1177	307	12	and	and	CCONJ
ajeer-1177	307	13	speed	speed	VERB
ajeer-1177	307	14	up	up	ADP
ajeer-1177	307	15	in	in	ADP
ajeer-1177	307	16	the	the	DET
ajeer-1177	307	17	1980s	1980s	NUM
ajeer-1177	307	18	?	?	PUNCT
ajeer-1177	308	1	economica	economica	PROPN
ajeer-1177	308	2	,	,	PUNCT
ajeer-1177	308	3	70(277	70(277	NOUN
ajeer-1177	308	4	):	):	PUNCT
ajeer-1177	308	5	121-141.available	121-141.available	NUM
ajeer-1177	308	6	at	at	ADP
ajeer-1177	308	7	:	:	PUNCT
ajeer-1177	308	8	https://doi.org/10.1111/1468-0335.d01-50	https://doi.org/10.1111/1468-0335.d01-50	PROPN
ajeer-1177	308	9	.	.	PROPN
ajeer-1177	308	10	cameron	cameron	PROPN
ajeer-1177	308	11	,	,	PUNCT
ajeer-1177	308	12	g.	g.	PROPN
ajeer-1177	308	13	and	and	CCONJ
ajeer-1177	308	14	j.	j.	PROPN
ajeer-1177	308	15	muellbauer	muellbauer	PROPN
ajeer-1177	308	16	,	,	PUNCT
ajeer-1177	308	17	1996	1996	NUM
ajeer-1177	308	18	.	.	PUNCT
ajeer-1177	309	1	knowledge	knowledge	NOUN
ajeer-1177	309	2	,	,	PUNCT
ajeer-1177	309	3	increasing	increase	VERB
ajeer-1177	309	4	returns	return	NOUN
ajeer-1177	309	5	and	and	CCONJ
ajeer-1177	309	6	the	the	DET
ajeer-1177	309	7	uk	uk	PROPN
ajeer-1177	309	8	production	production	NOUN
ajeer-1177	309	9	function	function	NOUN
ajeer-1177	309	10	-	-	PUNCT
ajeer-1177	309	11	sources	source	NOUN
ajeer-1177	309	12	of	of	ADP
ajeer-1177	309	13	productivity	productivity	NOUN
ajeer-1177	309	14	growth	growth	NOUN
ajeer-1177	309	15	.	.	PUNCT
ajeer-1177	310	1	cambridge	cambridge	PROPN
ajeer-1177	310	2	:	:	PUNCT
ajeer-1177	310	3	cambridge	cambridge	PROPN
ajeer-1177	310	4	university	university	PROPN
ajeer-1177	310	5	press	press	PROPN
ajeer-1177	310	6	,	,	PUNCT
ajeer-1177	310	7	cambridge	cambridge	PROPN
ajeer-1177	310	8	.	.	PUNCT
ajeer-1177	311	1	cameron	cameron	PROPN
ajeer-1177	311	2	,	,	PUNCT
ajeer-1177	311	3	g.	g.	PROPN
ajeer-1177	311	4	,	,	PUNCT
ajeer-1177	311	5	j.	j.	PROPN
ajeer-1177	311	6	proudman	proudman	PROPN
ajeer-1177	311	7	and	and	CCONJ
ajeer-1177	311	8	s.	s.	PROPN
ajeer-1177	311	9	redding	redding	PROPN
ajeer-1177	311	10	,	,	PUNCT
ajeer-1177	311	11	2005	2005	NUM
ajeer-1177	311	12	.	.	PUNCT
ajeer-1177	312	1	technological	technological	ADJ
ajeer-1177	312	2	convergence	convergence	NOUN
ajeer-1177	312	3	,	,	PUNCT
ajeer-1177	312	4	r&d	r&d	NOUN
ajeer-1177	312	5	,	,	PUNCT
ajeer-1177	312	6	trade	trade	NOUN
ajeer-1177	312	7	and	and	CCONJ
ajeer-1177	312	8	productivity	productivity	NOUN
ajeer-1177	312	9	growth	growth	NOUN
ajeer-1177	312	10	.	.	PUNCT
ajeer-1177	313	1	european	european	ADJ
ajeer-1177	313	2	economic	economic	PROPN
ajeer-1177	313	3	review	review	PROPN
ajeer-1177	313	4	,	,	PUNCT
ajeer-1177	313	5	49(3	49(3	NUM
ajeer-1177	313	6	):	):	PUNCT
ajeer-1177	313	7	775-807.available	775-807.available	NUM
ajeer-1177	313	8	at	at	ADP
ajeer-1177	313	9	:	:	PUNCT
ajeer-1177	313	10	https://doi.org/10.1016/s0014-2921(03)00070-9	https://doi.org/10.1016/s0014-2921(03)00070-9	PROPN
ajeer-1177	313	11	.	.	PUNCT
ajeer-1177	314	1	cuneo	cuneo	NOUN
ajeer-1177	314	2	,	,	PUNCT
ajeer-1177	314	3	p.	p.	NOUN
ajeer-1177	314	4	and	and	CCONJ
ajeer-1177	314	5	j.	j.	PROPN
ajeer-1177	314	6	mairesse	mairesse	PROPN
ajeer-1177	314	7	,	,	PUNCT
ajeer-1177	314	8	1984	1984	NUM
ajeer-1177	314	9	.	.	PUNCT
ajeer-1177	315	1	productivity	productivity	NOUN
ajeer-1177	315	2	and	and	CCONJ
ajeer-1177	315	3	r&d	r&d	NOUN
ajeer-1177	315	4	at	at	ADP
ajeer-1177	315	5	the	the	DET
ajeer-1177	315	6	firm	firm	ADJ
ajeer-1177	315	7	level	level	NOUN
ajeer-1177	315	8	in	in	ADP
ajeer-1177	315	9	french	french	ADJ
ajeer-1177	315	10	manufacturing	manufacturing	NOUN
ajeer-1177	315	11	.	.	PUNCT
ajeer-1177	316	1	french	french	ADJ
ajeer-1177	316	2	:	:	PUNCT
ajeer-1177	316	3	university	university	NOUN
ajeer-1177	316	4	of	of	ADP
ajeer-1177	316	5	chicago	chicago	PROPN
ajeer-1177	316	6	press	press	NOUN
ajeer-1177	316	7	.	.	PUNCT
ajeer-1177	317	1	czarnitzki	czarnitzki	PROPN
ajeer-1177	317	2	,	,	PUNCT
ajeer-1177	317	3	d.	d.	PROPN
ajeer-1177	317	4	and	and	CCONJ
ajeer-1177	317	5	s.	s.	PROPN
ajeer-1177	317	6	thorwarth	thorwarth	PROPN
ajeer-1177	317	7	,	,	PUNCT
ajeer-1177	317	8	2012	2012	NUM
ajeer-1177	317	9	.	.	PUNCT
ajeer-1177	318	1	productivity	productivity	NOUN
ajeer-1177	318	2	effects	effect	NOUN
ajeer-1177	318	3	of	of	ADP
ajeer-1177	318	4	basic	basic	ADJ
ajeer-1177	318	5	research	research	NOUN
ajeer-1177	318	6	in	in	ADP
ajeer-1177	318	7	low	low	ADJ
ajeer-1177	318	8	-	-	PUNCT
ajeer-1177	318	9	tech	tech	NOUN
ajeer-1177	318	10	and	and	CCONJ
ajeer-1177	318	11	high	high	ADJ
ajeer-1177	318	12	-	-	PUNCT
ajeer-1177	318	13	tech	tech	NOUN
ajeer-1177	318	14	industries	industry	NOUN
ajeer-1177	318	15	.	.	PUNCT
ajeer-1177	319	1	research	research	NOUN
ajeer-1177	319	2	policy	policy	NOUN
ajeer-1177	319	3	,	,	PUNCT
ajeer-1177	319	4	41(9	41(9	NOUN
ajeer-1177	319	5	):	):	PUNCT
ajeer-1177	319	6	1555-1564.available	1555-1564.available	NUM
ajeer-1177	319	7	at	at	ADP
ajeer-1177	319	8	:	:	PUNCT
ajeer-1177	319	9	https://doi.org/10.1016/j.respol.2012.04.009	https://doi.org/10.1016/j.respol.2012.04.009	NOUN
ajeer-1177	319	10	.	.	PUNCT
ajeer-1177	320	1	englander	englander	NOUN
ajeer-1177	320	2	,	,	PUNCT
ajeer-1177	320	3	s.a	s.a	PROPN
ajeer-1177	320	4	.	.	PROPN
ajeer-1177	320	5	,	,	PUNCT
ajeer-1177	320	6	r.	r.	PROPN
ajeer-1177	320	7	evenson	evenson	PROPN
ajeer-1177	320	8	and	and	CCONJ
ajeer-1177	320	9	m.	m.	NOUN
ajeer-1177	320	10	hanazaki	hanazaki	PROPN
ajeer-1177	320	11	,	,	PUNCT
ajeer-1177	320	12	1988	1988	NUM
ajeer-1177	320	13	.	.	PUNCT
ajeer-1177	321	1	r&d	r&d	NOUN
ajeer-1177	321	2	,	,	PUNCT
ajeer-1177	321	3	innovation	innovation	NOUN
ajeer-1177	321	4	and	and	CCONJ
ajeer-1177	321	5	the	the	DET
ajeer-1177	321	6	total	total	ADJ
ajeer-1177	321	7	factor	factor	NOUN
ajeer-1177	321	8	productivity	productivity	NOUN
ajeer-1177	321	9	slowdown	slowdown	NOUN
ajeer-1177	321	10	.	.	PUNCT
ajeer-1177	322	1	growth	growth	NOUN
ajeer-1177	322	2	,	,	PUNCT
ajeer-1177	322	3	3(1	3(1	NUM
ajeer-1177	322	4	)	)	PUNCT
ajeer-1177	322	5	.	.	PUNCT
ajeer-1177	323	1	eurostat	eurostat	PROPN
ajeer-1177	323	2	,	,	PUNCT
ajeer-1177	323	3	2015	2015	NUM
ajeer-1177	323	4	.	.	PUNCT
ajeer-1177	324	1	about	about	ADP
ajeer-1177	324	2	eurostat	eurostat	PROPN
ajeer-1177	324	3	.	.	PUNCT
ajeer-1177	325	1	available	available	ADJ
ajeer-1177	325	2	from	from	ADP
ajeer-1177	325	3	http://ec.europa.eu/eurostat/about/overview	http://ec.europa.eu/eurostat/about/overview	NOUN
ajeer-1177	325	4	.	.	PUNCT
ajeer-1177	326	1	geroski	geroski	PROPN
ajeer-1177	326	2	,	,	PUNCT
ajeer-1177	326	3	p.a	p.a	PROPN
ajeer-1177	326	4	.	.	PROPN
ajeer-1177	326	5	,	,	PUNCT
ajeer-1177	326	6	1991	1991	NUM
ajeer-1177	326	7	.	.	PUNCT
ajeer-1177	327	1	innovation	innovation	NOUN
ajeer-1177	327	2	and	and	CCONJ
ajeer-1177	327	3	the	the	DET
ajeer-1177	327	4	sectoral	sectoral	ADJ
ajeer-1177	327	5	sources	source	NOUN
ajeer-1177	327	6	of	of	ADP
ajeer-1177	327	7	uk	uk	PROPN
ajeer-1177	327	8	productivity	productivity	NOUN
ajeer-1177	327	9	growth	growth	NOUN
ajeer-1177	327	10	.	.	PUNCT
ajeer-1177	328	1	the	the	DET
ajeer-1177	328	2	economic	economic	ADJ
ajeer-1177	328	3	journal	journal	NOUN
ajeer-1177	328	4	,	,	PUNCT
ajeer-1177	328	5	101(409	101(409	NUM
ajeer-1177	328	6	):	):	PUNCT
ajeer-1177	328	7	1438-1451.available	1438-1451.available	NUM
ajeer-1177	328	8	at	at	ADP
ajeer-1177	328	9	:	:	PUNCT
ajeer-1177	328	10	https://doi.org/10.2307/2234894	https://doi.org/10.2307/2234894	X
ajeer-1177	328	11	.	.	PUNCT
ajeer-1177	328	12	griliches	griliche	NOUN
ajeer-1177	328	13	,	,	PUNCT
ajeer-1177	328	14	z.	z.	PROPN
ajeer-1177	328	15	,	,	PUNCT
ajeer-1177	328	16	1980a	1980a	NUM
ajeer-1177	328	17	.	.	PUNCT
ajeer-1177	329	1	r	r	NOUN
ajeer-1177	329	2	&	&	CCONJ
ajeer-1177	329	3	d	d	PROPN
ajeer-1177	329	4	and	and	CCONJ
ajeer-1177	329	5	the	the	DET
ajeer-1177	329	6	productivity	productivity	NOUN
ajeer-1177	329	7	slowdown	slowdown	NOUN
ajeer-1177	329	8	.	.	PUNCT
ajeer-1177	330	1	the	the	DET
ajeer-1177	330	2	american	american	PROPN
ajeer-1177	330	3	economic	economic	PROPN
ajeer-1177	330	4	review	review	PROPN
ajeer-1177	330	5	,	,	PUNCT
ajeer-1177	330	6	70(2	70(2	NUM
ajeer-1177	330	7	):	):	PUNCT
ajeer-1177	330	8	343-348.available	343-348.available	NUM
ajeer-1177	330	9	at	at	ADP
ajeer-1177	330	10	:	:	PUNCT
ajeer-1177	330	11	https://doi.org/10.3386/w0434	https://doi.org/10.3386/w0434	NUM
ajeer-1177	330	12	.	.	PUNCT
ajeer-1177	331	1	griliches	griliche	NOUN
ajeer-1177	331	2	,	,	PUNCT
ajeer-1177	331	3	z.	z.	PROPN
ajeer-1177	331	4	,	,	PUNCT
ajeer-1177	331	5	1980b	1980b	NUM
ajeer-1177	331	6	.	.	PUNCT
ajeer-1177	332	1	r&d	r&d	NOUN
ajeer-1177	332	2	and	and	CCONJ
ajeer-1177	332	3	the	the	DET
ajeer-1177	332	4	productivity	productivity	NOUN
ajeer-1177	332	5	slowdown	slowdown	NOUN
ajeer-1177	332	6	.	.	PUNCT
ajeer-1177	333	1	cambridge	cambridge	PROPN
ajeer-1177	333	2	:	:	PUNCT
ajeer-1177	333	3	national	national	PROPN
ajeer-1177	333	4	bureau	bureau	PROPN
ajeer-1177	333	5	of	of	ADP
ajeer-1177	333	6	economic	economic	ADJ
ajeer-1177	333	7	research	research	NOUN
ajeer-1177	333	8	.	.	PUNCT
ajeer-1177	334	1	griliches	griliche	NOUN
ajeer-1177	334	2	,	,	PUNCT
ajeer-1177	334	3	z.	z.	PROPN
ajeer-1177	334	4	,	,	PUNCT
ajeer-1177	334	5	1986	1986	NUM
ajeer-1177	334	6	.	.	PUNCT
ajeer-1177	335	1	productivity	productivity	NOUN
ajeer-1177	335	2	,	,	PUNCT
ajeer-1177	335	3	r&d	r&d	NOUN
ajeer-1177	335	4	,	,	PUNCT
ajeer-1177	335	5	and	and	CCONJ
ajeer-1177	335	6	basic	basic	ADJ
ajeer-1177	335	7	research	research	NOUN
ajeer-1177	335	8	at	at	ADP
ajeer-1177	335	9	the	the	DET
ajeer-1177	335	10	firm	firm	ADJ
ajeer-1177	335	11	level	level	NOUN
ajeer-1177	335	12	in	in	ADP
ajeer-1177	335	13	the	the	PRON
ajeer-1177	335	14	.	.	PUNCT
ajeer-1177	336	1	american	american	PROPN
ajeer-1177	336	2	economic	economic	PROPN
ajeer-1177	336	3	review	review	PROPN
ajeer-1177	336	4	,	,	PUNCT
ajeer-1177	336	5	76	76	NUM
ajeer-1177	336	6	:	:	SYM
ajeer-1177	336	7	141	141	NUM
ajeer-1177	336	8	-	-	SYM
ajeer-1177	336	9	154	154	NUM
ajeer-1177	336	10	.	.	PUNCT
ajeer-1177	337	1	griliches	griliche	NOUN
ajeer-1177	337	2	,	,	PUNCT
ajeer-1177	337	3	z.	z.	PROPN
ajeer-1177	337	4	and	and	CCONJ
ajeer-1177	337	5	f.	f.	PROPN
ajeer-1177	337	6	lichtenberg	lichtenberg	PROPN
ajeer-1177	337	7	,	,	PUNCT
ajeer-1177	337	8	1984b	1984b	NUM
ajeer-1177	337	9	.	.	PUNCT
ajeer-1177	338	1	r&d	r&d	NOUN
ajeer-1177	338	2	and	and	CCONJ
ajeer-1177	338	3	productivity	productivity	NOUN
ajeer-1177	338	4	growth	growth	NOUN
ajeer-1177	338	5	at	at	ADP
ajeer-1177	338	6	the	the	DET
ajeer-1177	338	7	industry	industry	NOUN
ajeer-1177	338	8	:	:	PUNCT
ajeer-1177	338	9	is	be	AUX
ajeer-1177	338	10	there	there	PRON
ajeer-1177	338	11	still	still	ADV
ajeer-1177	338	12	a	a	DET
ajeer-1177	338	13	relationship	relationship	NOUN
ajeer-1177	338	14	?	?	PUNCT
ajeer-1177	339	1	chicago	chicago	PROPN
ajeer-1177	339	2	:	:	PUNCT
ajeer-1177	340	1	university	university	NOUN
ajeer-1177	340	2	of	of	ADP
ajeer-1177	340	3	chicago	chicago	PROPN
ajeer-1177	340	4	press	press	NOUN
ajeer-1177	340	5	.	.	PUNCT
ajeer-1177	341	1	griliches	griliche	NOUN
ajeer-1177	341	2	,	,	PUNCT
ajeer-1177	341	3	z.	z.	PROPN
ajeer-1177	341	4	and	and	CCONJ
ajeer-1177	341	5	f.r	f.r	PROPN
ajeer-1177	341	6	.	.	PROPN
ajeer-1177	341	7	lichtenberg	lichtenberg	PROPN
ajeer-1177	341	8	,	,	PUNCT
ajeer-1177	341	9	1984	1984	NUM
ajeer-1177	341	10	.	.	PUNCT
ajeer-1177	342	1	r&d	r&d	NOUN
ajeer-1177	342	2	and	and	CCONJ
ajeer-1177	342	3	productivity	productivity	NOUN
ajeer-1177	342	4	growth	growth	NOUN
ajeer-1177	342	5	at	at	ADP
ajeer-1177	342	6	the	the	DET
ajeer-1177	342	7	industry	industry	NOUN
ajeer-1177	342	8	level	level	NOUN
ajeer-1177	342	9	:	:	PUNCT
ajeer-1177	342	10	is	be	AUX
ajeer-1177	342	11	there	there	PRON
ajeer-1177	342	12	still	still	ADV
ajeer-1177	342	13	a	a	DET
ajeer-1177	342	14	relationship	relationship	NOUN
ajeer-1177	342	15	?	?	PUNCT
ajeer-1177	343	1	national	national	ADJ
ajeer-1177	343	2	bureau	bureau	PROPN
ajeer-1177	343	3	of	of	ADP
ajeer-1177	343	4	economic	economic	ADJ
ajeer-1177	343	5	research	research	NOUN
ajeer-1177	343	6	:	:	PUNCT
ajeer-1177	343	7	465	465	NUM
ajeer-1177	343	8	-	-	SYM
ajeer-1177	343	9	502	502	NUM
ajeer-1177	343	10	.	.	PUNCT
ajeer-1177	344	1	griliches	griliche	NOUN
ajeer-1177	344	2	,	,	PUNCT
ajeer-1177	344	3	z.	z.	PROPN
ajeer-1177	344	4	and	and	CCONJ
ajeer-1177	344	5	j.	j.	PROPN
ajeer-1177	344	6	mairesse	mairesse	PROPN
ajeer-1177	344	7	,	,	PUNCT
ajeer-1177	344	8	1990	1990	NUM
ajeer-1177	344	9	.	.	PUNCT
ajeer-1177	345	1	r&d	r&d	NOUN
ajeer-1177	345	2	and	and	CCONJ
ajeer-1177	345	3	productivity	productivity	NOUN
ajeer-1177	345	4	growth	growth	NOUN
ajeer-1177	345	5	:	:	PUNCT
ajeer-1177	345	6	comparing	compare	VERB
ajeer-1177	345	7	japanese	japanese	PROPN
ajeer-1177	345	8	and	and	CCONJ
ajeer-1177	345	9	u.s	u.s	PROPN
ajeer-1177	345	10	.	.	PROPN
ajeer-1177	345	11	manufacturing	manufacturing	NOUN
ajeer-1177	345	12	firms	firm	NOUN
ajeer-1177	345	13	.	.	PUNCT
ajeer-1177	346	1	chicago	chicago	PROPN
ajeer-1177	346	2	:	:	PUNCT
ajeer-1177	346	3	university	university	NOUN
ajeer-1177	346	4	of	of	ADP
ajeer-1177	346	5	chicago	chicago	PROPN
ajeer-1177	346	6	press	press	PROPN
ajeer-1177	346	7	.	.	PUNCT
ajeer-1177	347	1	grossman	grossman	PROPN
ajeer-1177	347	2	,	,	PUNCT
ajeer-1177	347	3	g.m	g.m	PROPN
ajeer-1177	347	4	.	.	PROPN
ajeer-1177	347	5	and	and	CCONJ
ajeer-1177	347	6	e.	e.	PROPN
ajeer-1177	347	7	helpman	helpman	PROPN
ajeer-1177	347	8	,	,	PUNCT
ajeer-1177	347	9	1991	1991	NUM
ajeer-1177	347	10	.	.	PUNCT
ajeer-1177	348	1	innovation	innovation	NOUN
ajeer-1177	348	2	and	and	CCONJ
ajeer-1177	348	3	growth	growth	NOUN
ajeer-1177	348	4	in	in	ADP
ajeer-1177	348	5	the	the	DET
ajeer-1177	348	6	global	global	ADJ
ajeer-1177	348	7	economy	economy	NOUN
ajeer-1177	348	8	.	.	PUNCT
ajeer-1177	349	1	cambridge	cambridge	PROPN
ajeer-1177	349	2	:	:	PUNCT
ajeer-1177	349	3	m.i.t	m.i.t	X
ajeer-1177	349	4	.	.	PUNCT
ajeer-1177	350	1	press	press	PROPN
ajeer-1177	350	2	.	.	PUNCT
ajeer-1177	351	1	gujarati	gujarati	PROPN
ajeer-1177	351	2	,	,	PUNCT
ajeer-1177	351	3	d.n	d.n	PROPN
ajeer-1177	351	4	.	.	PROPN
ajeer-1177	351	5	and	and	CCONJ
ajeer-1177	351	6	d.c	d.c	PROPN
ajeer-1177	351	7	.	.	PROPN
ajeer-1177	351	8	porter	porter	PROPN
ajeer-1177	351	9	,	,	PUNCT
ajeer-1177	351	10	2009	2009	NUM
ajeer-1177	351	11	.	.	PUNCT
ajeer-1177	352	1	basic	basic	ADJ
ajeer-1177	352	2	econometrics	econometric	NOUN
ajeer-1177	352	3	.	.	PUNCT
ajeer-1177	353	1	new	new	PROPN
ajeer-1177	353	2	york	york	PROPN
ajeer-1177	353	3	:	:	PUNCT
ajeer-1177	353	4	mcgraw	mcgraw	PROPN
ajeer-1177	353	5	-	-	PUNCT
ajeer-1177	353	6	hill	hill	NOUN
ajeer-1177	353	7	.	.	PUNCT
ajeer-1177	354	1	gujarati	gujarati	PROPN
ajeer-1177	354	2	,	,	PUNCT
ajeer-1177	354	3	d.n	d.n	PROPN
ajeer-1177	354	4	.	.	PROPN
ajeer-1177	354	5	and	and	CCONJ
ajeer-1177	354	6	d.c	d.c	PROPN
ajeer-1177	354	7	.	.	PROPN
ajeer-1177	354	8	porter	porter	PROPN
ajeer-1177	354	9	,	,	PUNCT
ajeer-1177	354	10	2010	2010	NUM
ajeer-1177	354	11	.	.	PUNCT
ajeer-1177	355	1	essentials	essential	NOUN
ajeer-1177	355	2	of	of	ADP
ajeer-1177	355	3	econometrics	econometric	NOUN
ajeer-1177	355	4	.	.	PUNCT
ajeer-1177	356	1	new	new	PROPN
ajeer-1177	356	2	york	york	PROPN
ajeer-1177	356	3	:	:	PUNCT
ajeer-1177	356	4	mcgrall	mcgrall	PROPN
ajeer-1177	356	5	-	-	PUNCT
ajeer-1177	356	6	hill	hill	NOUN
ajeer-1177	356	7	/	/	SYM
ajeer-1177	356	8	irwin	irwin	PROPN
ajeer-1177	356	9	.	.	PUNCT
ajeer-1177	357	1	hall	hall	PROPN
ajeer-1177	357	2	,	,	PUNCT
ajeer-1177	357	3	b.h	b.h	PROPN
ajeer-1177	357	4	.	.	PROPN
ajeer-1177	357	5	and	and	CCONJ
ajeer-1177	357	6	j.	j.	PROPN
ajeer-1177	357	7	mairesse	mairesse	PROPN
ajeer-1177	357	8	,	,	PUNCT
ajeer-1177	357	9	1995	1995	NUM
ajeer-1177	357	10	.	.	PUNCT
ajeer-1177	358	1	exploring	explore	VERB
ajeer-1177	358	2	the	the	DET
ajeer-1177	358	3	relationship	relationship	NOUN
ajeer-1177	358	4	between	between	ADP
ajeer-1177	358	5	r&d	r&d	NOUN
ajeer-1177	358	6	and	and	CCONJ
ajeer-1177	358	7	productivity	productivity	NOUN
ajeer-1177	358	8	in	in	ADP
ajeer-1177	358	9	french	french	ADJ
ajeer-1177	358	10	manufacturing	manufacturing	NOUN
ajeer-1177	358	11	firms	firm	NOUN
ajeer-1177	358	12	.	.	PUNCT
ajeer-1177	359	1	journal	journal	PROPN
ajeer-1177	359	2	of	of	ADP
ajeer-1177	359	3	econometrics	econometric	NOUN
ajeer-1177	359	4	,	,	PUNCT
ajeer-1177	359	5	65(1	65(1	NOUN
ajeer-1177	359	6	):	):	PUNCT
ajeer-1177	359	7	263-293.available	263-293.available	NUM
ajeer-1177	359	8	at	at	ADP
ajeer-1177	359	9	:	:	PUNCT
ajeer-1177	359	10	https://doi.org/10.1016/0304-4076(94)01604-x	https://doi.org/10.1016/0304-4076(94)01604-x	PROPN
ajeer-1177	359	11	.	.	PUNCT
ajeer-1177	360	1	harari	harari	PROPN
ajeer-1177	360	2	,	,	PUNCT
ajeer-1177	360	3	d.	d.	PROPN
ajeer-1177	360	4	,	,	PUNCT
ajeer-1177	360	5	2015	2015	NUM
ajeer-1177	360	6	.	.	PUNCT
ajeer-1177	361	1	productivity	productivity	NOUN
ajeer-1177	361	2	in	in	ADP
ajeer-1177	361	3	the	the	DET
ajeer-1177	361	4	uk	uk	PROPN
ajeer-1177	361	5	.	.	PROPN
ajeer-1177	361	6	london	london	PROPN
ajeer-1177	361	7	:	:	PUNCT
ajeer-1177	361	8	house	house	NOUN
ajeer-1177	361	9	of	of	ADP
ajeer-1177	361	10	commons	commons	PROPN
ajeer-1177	361	11	library	library	NOUN
ajeer-1177	361	12	.	.	PUNCT
ajeer-1177	362	1	higon	higon	PROPN
ajeer-1177	362	2	,	,	PUNCT
ajeer-1177	362	3	d.a	d.a	PROPN
ajeer-1177	362	4	.	.	PROPN
ajeer-1177	362	5	,	,	PUNCT
ajeer-1177	362	6	2007	2007	NUM
ajeer-1177	362	7	.	.	PUNCT
ajeer-1177	363	1	the	the	DET
ajeer-1177	363	2	impact	impact	NOUN
ajeer-1177	363	3	of	of	ADP
ajeer-1177	363	4	r&d	r&d	NOUN
ajeer-1177	363	5	spillovers	spillover	NOUN
ajeer-1177	363	6	on	on	ADP
ajeer-1177	363	7	uk	uk	PROPN
ajeer-1177	363	8	manufacturing	manufacture	VERB
ajeer-1177	363	9	tfp	tfp	PROPN
ajeer-1177	363	10	:	:	PUNCT
ajeer-1177	363	11	a	a	DET
ajeer-1177	363	12	dynamic	dynamic	ADJ
ajeer-1177	363	13	panel	panel	NOUN
ajeer-1177	363	14	approach	approach	NOUN
ajeer-1177	363	15	.	.	PUNCT
ajeer-1177	364	1	research	research	NOUN
ajeer-1177	364	2	policy	policy	NOUN
ajeer-1177	364	3	,	,	PUNCT
ajeer-1177	364	4	36(7	36(7	NUM
ajeer-1177	364	5	):	):	PUNCT
ajeer-1177	364	6	964979.available	964979.available	ADJ
ajeer-1177	364	7	at	at	ADP
ajeer-1177	364	8	:	:	PUNCT
ajeer-1177	364	9	https://doi.org/10.1016/j.respol.2007.03.006	https://doi.org/10.1016/j.respol.2007.03.006	NUM
ajeer-1177	364	10	.	.	PUNCT
ajeer-1177	365	1	holtz	holtz	PROPN
ajeer-1177	365	2	-	-	PUNCT
ajeer-1177	365	3	eakin	eakin	PROPN
ajeer-1177	365	4	,	,	PUNCT
ajeer-1177	365	5	d.	d.	PROPN
ajeer-1177	365	6	,	,	PUNCT
ajeer-1177	365	7	2005	2005	NUM
ajeer-1177	365	8	.	.	PUNCT
ajeer-1177	366	1	r&d	r&d	NOUN
ajeer-1177	366	2	and	and	CCONJ
ajeer-1177	366	3	productivity	productivity	NOUN
ajeer-1177	366	4	growth	growth	NOUN
ajeer-1177	366	5	:	:	PUNCT
ajeer-1177	366	6	a	a	DET
ajeer-1177	366	7	background	background	NOUN
ajeer-1177	366	8	paper	paper	NOUN
ajeer-1177	366	9	.	.	PUNCT
ajeer-1177	367	1	congressional	congressional	ADJ
ajeer-1177	367	2	budget	budget	NOUN
ajeer-1177	367	3	office	office	NOUN
ajeer-1177	367	4	(	(	PUNCT
ajeer-1177	367	5	cbo	cbo	PROPN
ajeer-1177	367	6	)	)	PUNCT
ajeer-1177	367	7	.	.	PUNCT
ajeer-1177	368	1	the	the	DET
ajeer-1177	368	2	congress	congress	PROPN
ajeer-1177	368	3	of	of	ADP
ajeer-1177	368	4	the	the	DET
ajeer-1177	368	5	united	united	PROPN
ajeer-1177	368	6	states	states	PROPN
ajeer-1177	368	7	.	.	PUNCT
ajeer-1177	369	1	hubert	hubert	PROPN
ajeer-1177	369	2	,	,	PUNCT
ajeer-1177	369	3	f.	f.	PROPN
ajeer-1177	369	4	and	and	CCONJ
ajeer-1177	369	5	n.	n.	PROPN
ajeer-1177	369	6	pain	pain	NOUN
ajeer-1177	369	7	,	,	PUNCT
ajeer-1177	369	8	2001	2001	NUM
ajeer-1177	369	9	.	.	PUNCT
ajeer-1177	370	1	inward	inward	ADP
ajeer-1177	370	2	investment	investment	NOUN
ajeer-1177	370	3	and	and	CCONJ
ajeer-1177	370	4	technical	technical	ADJ
ajeer-1177	370	5	progress	progress	NOUN
ajeer-1177	370	6	in	in	ADP
ajeer-1177	370	7	the	the	DET
ajeer-1177	370	8	united	united	PROPN
ajeer-1177	370	9	kingdom	kingdom	PROPN
ajeer-1177	370	10	manufacturing	manufacturing	NOUN
ajeer-1177	370	11	sector	sector	NOUN
ajeer-1177	370	12	.	.	PUNCT
ajeer-1177	371	1	scotish	scotish	PROPN
ajeer-1177	371	2	journal	journal	PROPN
ajeer-1177	371	3	of	of	ADP
ajeer-1177	371	4	political	political	ADJ
ajeer-1177	371	5	economy	economy	NOUN
ajeer-1177	371	6	,	,	PUNCT
ajeer-1177	371	7	48(2	48(2	NUM
ajeer-1177	371	8	):	):	PUNCT
ajeer-1177	371	9	134-147.available	134-147.available	NUM
ajeer-1177	371	10	at	at	ADP
ajeer-1177	371	11	:	:	PUNCT
ajeer-1177	371	12	https://doi.org/10.1111/1467-9485.00190	https://doi.org/10.1111/1467-9485.00190	NOUN
ajeer-1177	371	13	.	.	PUNCT
ajeer-1177	372	1	kafouros	kafouros	PROPN
ajeer-1177	372	2	,	,	PUNCT
ajeer-1177	372	3	m.i	m.i	PROPN
ajeer-1177	372	4	.	.	PROPN
ajeer-1177	372	5	,	,	PUNCT
ajeer-1177	372	6	2005	2005	NUM
ajeer-1177	372	7	.	.	PUNCT
ajeer-1177	373	1	r&d	r&d	NOUN
ajeer-1177	373	2	and	and	CCONJ
ajeer-1177	373	3	productivity	productivity	NOUN
ajeer-1177	373	4	growth	growth	NOUN
ajeer-1177	373	5	:	:	PUNCT
ajeer-1177	373	6	evidence	evidence	NOUN
ajeer-1177	373	7	from	from	ADP
ajeer-1177	373	8	the	the	DET
ajeer-1177	373	9	uk	uk	PROPN
ajeer-1177	373	10	.	.	PROPN
ajeer-1177	373	11	economics	economic	NOUN
ajeer-1177	373	12	of	of	ADP
ajeer-1177	373	13	innovation	innovation	NOUN
ajeer-1177	373	14	and	and	CCONJ
ajeer-1177	373	15	new	new	ADJ
ajeer-1177	373	16	technology	technology	NOUN
ajeer-1177	373	17	,	,	PUNCT
ajeer-1177	373	18	14(6	14(6	NOUN
ajeer-1177	373	19	):	):	PUNCT
ajeer-1177	373	20	479497.available	479497.available	ADJ
ajeer-1177	373	21	at	at	ADP
ajeer-1177	373	22	:	:	PUNCT
ajeer-1177	373	23	10.1080/1043859042000269098	10.1080/1043859042000269098	NUM
ajeer-1177	373	24	.	.	PUNCT
ajeer-1177	374	1	kafouros	kafouros	PROPN
ajeer-1177	374	2	,	,	PUNCT
ajeer-1177	374	3	m.i	m.i	PROPN
ajeer-1177	374	4	.	.	PROPN
ajeer-1177	374	5	,	,	PUNCT
ajeer-1177	374	6	2008	2008	NUM
ajeer-1177	374	7	.	.	PUNCT
ajeer-1177	375	1	industrial	industrial	ADJ
ajeer-1177	375	2	innovation	innovation	NOUN
ajeer-1177	375	3	and	and	CCONJ
ajeer-1177	375	4	firm	firm	ADJ
ajeer-1177	375	5	performance	performance	NOUN
ajeer-1177	375	6	;	;	PUNCT
ajeer-1177	375	7	the	the	DET
ajeer-1177	375	8	impact	impact	NOUN
ajeer-1177	375	9	of	of	ADP
ajeer-1177	375	10	scientific	scientific	ADJ
ajeer-1177	375	11	knowledge	knowledge	NOUN
ajeer-1177	375	12	on	on	ADP
ajeer-1177	375	13	multinational	multinational	ADJ
ajeer-1177	375	14	corporations	corporation	NOUN
ajeer-1177	375	15	.	.	PUNCT
ajeer-1177	376	1	chetenham	chetenham	PROPN
ajeer-1177	376	2	,	,	PUNCT
ajeer-1177	376	3	uk	uk	PROPN
ajeer-1177	376	4	:	:	PUNCT
ajeer-1177	376	5	edward	edward	PROPN
ajeer-1177	376	6	elgar	elgar	PROPN
ajeer-1177	376	7	publishing	publishing	PROPN
ajeer-1177	376	8	,	,	PUNCT
ajeer-1177	376	9	inc	inc	PROPN
ajeer-1177	376	10	.	.	PROPN
ajeer-1177	376	11	kafouros	kafouros	PROPN
ajeer-1177	376	12	,	,	PUNCT
ajeer-1177	376	13	m.i	m.i	PROPN
ajeer-1177	376	14	.	.	PROPN
ajeer-1177	376	15	and	and	CCONJ
ajeer-1177	376	16	c.	c.	PROPN
ajeer-1177	376	17	wang	wang	PROPN
ajeer-1177	376	18	,	,	PUNCT
ajeer-1177	376	19	2008	2008	NUM
ajeer-1177	376	20	.	.	PUNCT
ajeer-1177	377	1	the	the	DET
ajeer-1177	377	2	role	role	NOUN
ajeer-1177	377	3	of	of	ADP
ajeer-1177	377	4	time	time	NOUN
ajeer-1177	377	5	in	in	ADP
ajeer-1177	377	6	assessing	assess	VERB
ajeer-1177	377	7	the	the	DET
ajeer-1177	377	8	economic	economic	ADJ
ajeer-1177	377	9	effects	effect	NOUN
ajeer-1177	377	10	of	of	ADP
ajeer-1177	377	11	r&d	r&d	NOUN
ajeer-1177	377	12	.	.	PUNCT
ajeer-1177	378	1	industry	industry	NOUN
ajeer-1177	378	2	and	and	CCONJ
ajeer-1177	378	3	innovation	innovation	NOUN
ajeer-1177	378	4	,	,	PUNCT
ajeer-1177	378	5	15(3	15(3	NUM
ajeer-1177	378	6	):	):	PUNCT
ajeer-1177	378	7	233251.available	233251.available	ADJ
ajeer-1177	378	8	at	at	ADP
ajeer-1177	378	9	:	:	PUNCT
ajeer-1177	378	10	https://doi.org/10.1080/13662710802041638	https://doi.org/10.1080/13662710802041638	X
ajeer-1177	378	11	.	.	PUNCT
ajeer-1177	379	1	keen	keen	PROPN
ajeer-1177	379	2	,	,	PUNCT
ajeer-1177	379	3	r.	r.	PROPN
ajeer-1177	379	4	,	,	PUNCT
ajeer-1177	379	5	2015	2015	NUM
ajeer-1177	379	6	.	.	PUNCT
ajeer-1177	380	1	research	research	NOUN
ajeer-1177	380	2	and	and	CCONJ
ajeer-1177	380	3	development	development	NOUN
ajeer-1177	380	4	in	in	ADP
ajeer-1177	380	5	the	the	DET
ajeer-1177	380	6	uk	uk	PROPN
ajeer-1177	380	7	.	.	PROPN
ajeer-1177	380	8	london	london	PROPN
ajeer-1177	380	9	:	:	PUNCT
ajeer-1177	380	10	house	house	NOUN
ajeer-1177	380	11	of	of	ADP
ajeer-1177	380	12	commons	commons	PROPN
ajeer-1177	380	13	library	library	NOUN
ajeer-1177	380	14	.	.	PUNCT
ajeer-1177	381	1	lucas	lucas	PROPN
ajeer-1177	381	2	,	,	PUNCT
ajeer-1177	381	3	j.r.e	j.r.e	PROPN
ajeer-1177	381	4	.	.	PROPN
ajeer-1177	381	5	,	,	PUNCT
ajeer-1177	381	6	1988	1988	NUM
ajeer-1177	381	7	.	.	PUNCT
ajeer-1177	382	1	on	on	ADP
ajeer-1177	382	2	the	the	DET
ajeer-1177	382	3	mechanics	mechanic	NOUN
ajeer-1177	382	4	of	of	ADP
ajeer-1177	382	5	economic	economic	ADJ
ajeer-1177	382	6	development	development	NOUN
ajeer-1177	382	7	.	.	PUNCT
ajeer-1177	383	1	journal	journal	PROPN
ajeer-1177	383	2	of	of	ADP
ajeer-1177	383	3	monetary	monetary	ADJ
ajeer-1177	383	4	economics	economic	NOUN
ajeer-1177	383	5	,	,	PUNCT
ajeer-1177	383	6	22(1	22(1	NUM
ajeer-1177	383	7	):	):	PUNCT
ajeer-1177	383	8	3	3	NUM
ajeer-1177	383	9	-	-	SYM
ajeer-1177	383	10	42	42	NUM
ajeer-1177	383	11	.	.	PUNCT
ajeer-1177	384	1	mairesse	mairesse	PROPN
ajeer-1177	384	2	,	,	PUNCT
ajeer-1177	384	3	j.	j.	PROPN
ajeer-1177	384	4	and	and	CCONJ
ajeer-1177	384	5	m.	m.	PROPN
ajeer-1177	384	6	sassenou	sassenou	PROPN
ajeer-1177	384	7	,	,	PUNCT
ajeer-1177	384	8	1991	1991	NUM
ajeer-1177	384	9	.	.	PUNCT
ajeer-1177	385	1	r&d	r&d	NOUN
ajeer-1177	385	2	and	and	CCONJ
ajeer-1177	385	3	productivity	productivity	NOUN
ajeer-1177	385	4	:	:	PUNCT
ajeer-1177	385	5	a	a	DET
ajeer-1177	385	6	survey	survey	NOUN
ajeer-1177	385	7	of	of	ADP
ajeer-1177	385	8	econometric	econometric	ADJ
ajeer-1177	385	9	studies	study	NOUN
ajeer-1177	385	10	at	at	ADP
ajeer-1177	385	11	the	the	DET
ajeer-1177	385	12	firm	firm	ADJ
ajeer-1177	385	13	level	level	NOUN
ajeer-1177	385	14	.	.	PUNCT
ajeer-1177	386	1	oecd	oecd	PROPN
ajeer-1177	386	2	science	science	NOUN
ajeer-1177	386	3	-	-	PUNCT
ajeer-1177	386	4	technology	technology	NOUN
ajeer-1177	386	5	review	review	NOUN
ajeer-1177	386	6	,	,	PUNCT
ajeer-1177	386	7	8	8	NUM
ajeer-1177	386	8	:	:	SYM
ajeer-1177	386	9	9	9	NUM
ajeer-1177	386	10	-	-	SYM
ajeer-1177	386	11	44	44	NUM
ajeer-1177	386	12	.	.	PUNCT
ajeer-1177	387	1	mansfield	mansfield	PROPN
ajeer-1177	387	2	,	,	PUNCT
ajeer-1177	387	3	e.	e.	PROPN
ajeer-1177	387	4	,	,	PUNCT
ajeer-1177	387	5	1988	1988	NUM
ajeer-1177	387	6	.	.	PUNCT
ajeer-1177	388	1	industrial	industrial	ADJ
ajeer-1177	388	2	r&d	r&d	PROPN
ajeer-1177	388	3	in	in	ADP
ajeer-1177	388	4	japan	japan	PROPN
ajeer-1177	388	5	and	and	CCONJ
ajeer-1177	388	6	the	the	DET
ajeer-1177	388	7	united	united	PROPN
ajeer-1177	388	8	states	states	PROPN
ajeer-1177	388	9	:	:	PUNCT
ajeer-1177	388	10	a	a	DET
ajeer-1177	388	11	comparative	comparative	ADJ
ajeer-1177	388	12	study	study	NOUN
ajeer-1177	388	13	.	.	PUNCT
ajeer-1177	389	1	the	the	DET
ajeer-1177	389	2	american	american	PROPN
ajeer-1177	389	3	economic	economic	PROPN
ajeer-1177	389	4	review	review	PROPN
ajeer-1177	389	5	,	,	PUNCT
ajeer-1177	389	6	78(2	78(2	NUM
ajeer-1177	389	7	):	):	PUNCT
ajeer-1177	389	8	223	223	NUM
ajeer-1177	389	9	-	-	SYM
ajeer-1177	389	10	228	228	NUM
ajeer-1177	389	11	.	.	PUNCT
ajeer-1177	390	1	mcvicar	mcvicar	PROPN
ajeer-1177	390	2	,	,	PUNCT
ajeer-1177	390	3	d.	d.	PROPN
ajeer-1177	390	4	,	,	PUNCT
ajeer-1177	390	5	2002	2002	NUM
ajeer-1177	390	6	.	.	PUNCT
ajeer-1177	391	1	spillovers	spillover	NOUN
ajeer-1177	391	2	and	and	CCONJ
ajeer-1177	391	3	foreign	foreign	ADJ
ajeer-1177	391	4	direct	direct	ADJ
ajeer-1177	391	5	investment	investment	NOUN
ajeer-1177	391	6	in	in	ADP
ajeer-1177	391	7	uk	uk	PROPN
ajeer-1177	391	8	manufacturing	manufacturing	NOUN
ajeer-1177	391	9	.	.	PUNCT
ajeer-1177	392	1	applied	apply	VERB
ajeer-1177	392	2	economics	economic	NOUN
ajeer-1177	392	3	letters	letter	NOUN
ajeer-1177	392	4	,	,	PUNCT
ajeer-1177	392	5	9(5	9(5	NUM
ajeer-1177	392	6	):	):	PUNCT
ajeer-1177	392	7	297-300.available	297-300.available	NUM
ajeer-1177	392	8	at	at	ADP
ajeer-1177	392	9	:	:	PUNCT
ajeer-1177	392	10	https://doi.org/10.1080/13504850110067487	https://doi.org/10.1080/13504850110067487	NUM
ajeer-1177	392	11	.	.	PUNCT
ajeer-1177	393	1	minasian	minasian	PROPN
ajeer-1177	393	2	,	,	PUNCT
ajeer-1177	393	3	j.r	j.r	PROPN
ajeer-1177	393	4	.	.	PROPN
ajeer-1177	393	5	,	,	PUNCT
ajeer-1177	393	6	1969	1969	NUM
ajeer-1177	393	7	.	.	PUNCT
ajeer-1177	394	1	research	research	NOUN
ajeer-1177	394	2	and	and	CCONJ
ajeer-1177	394	3	development	development	NOUN
ajeer-1177	394	4	,	,	PUNCT
ajeer-1177	394	5	production	production	NOUN
ajeer-1177	394	6	functions	function	NOUN
ajeer-1177	394	7	,	,	PUNCT
ajeer-1177	394	8	and	and	CCONJ
ajeer-1177	394	9	rates	rate	NOUN
ajeer-1177	394	10	of	of	ADP
ajeer-1177	394	11	return	return	NOUN
ajeer-1177	394	12	.	.	PUNCT
ajeer-1177	395	1	the	the	DET
ajeer-1177	395	2	american	american	PROPN
ajeer-1177	395	3	economic	economic	PROPN
ajeer-1177	395	4	review	review	PROPN
ajeer-1177	395	5	,	,	PUNCT
ajeer-1177	395	6	59(2	59(2	NUM
ajeer-1177	395	7	):	):	PUNCT
ajeer-1177	395	8	80	80	NUM
ajeer-1177	395	9	-	-	SYM
ajeer-1177	395	10	85	85	NUM
ajeer-1177	395	11	.	.	PUNCT
ajeer-1177	396	1	moen	moen	PROPN
ajeer-1177	396	2	,	,	PUNCT
ajeer-1177	396	3	m.s	m.s	PROPN
ajeer-1177	396	4	.	.	PROPN
ajeer-1177	396	5	and	and	CCONJ
ajeer-1177	396	6	s.m	s.m	PROPN
ajeer-1177	396	7	.	.	PROPN
ajeer-1177	396	8	burchardt	burchardt	PROPN
ajeer-1177	396	9	,	,	PUNCT
ajeer-1177	396	10	2009	2009	NUM
ajeer-1177	396	11	.	.	PUNCT
ajeer-1177	397	1	r&d	r&d	NOUN
ajeer-1177	397	2	and	and	CCONJ
ajeer-1177	397	3	productivity	productivity	NOUN
ajeer-1177	397	4	:	:	PUNCT
ajeer-1177	397	5	a	a	DET
ajeer-1177	397	6	firm	firm	ADJ
ajeer-1177	397	7	level	level	NOUN
ajeer-1177	397	8	investigation	investigation	NOUN
ajeer-1177	397	9	of	of	ADP
ajeer-1177	397	10	the	the	DET
ajeer-1177	397	11	norwegian	norwegian	ADJ
ajeer-1177	397	12	manufacturing	manufacturing	NOUN
ajeer-1177	397	13	industry	industry	NOUN
ajeer-1177	397	14	.	.	PUNCT
ajeer-1177	398	1	norwegh	norwegh	VERB
ajeer-1177	398	2	:	:	PUNCT
ajeer-1177	398	3	bi	bi	ADJ
ajeer-1177	398	4	norwegian	norwegian	ADJ
ajeer-1177	398	5	school	school	NOUN
ajeer-1177	398	6	of	of	ADP
ajeer-1177	398	7	management	management	NOUN
ajeer-1177	398	8	.	.	PUNCT
ajeer-1177	399	1	moen	moen	PROPN
ajeer-1177	399	2	,	,	PUNCT
ajeer-1177	399	3	m.s	m.s	PROPN
ajeer-1177	399	4	.	.	PROPN
ajeer-1177	399	5	and	and	CCONJ
ajeer-1177	399	6	s.m	s.m	PROPN
ajeer-1177	399	7	.	.	PROPN
ajeer-1177	399	8	burchardt	burchardt	PROPN
ajeer-1177	399	9	,	,	PUNCT
ajeer-1177	399	10	2010	2010	NUM
ajeer-1177	399	11	.	.	PUNCT
ajeer-1177	400	1	r&d	r&d	NOUN
ajeer-1177	400	2	and	and	CCONJ
ajeer-1177	400	3	productivity	productivity	NOUN
ajeer-1177	400	4	:	:	PUNCT
ajeer-1177	400	5	a	a	DET
ajeer-1177	400	6	firm	firm	ADJ
ajeer-1177	400	7	level	level	NOUN
ajeer-1177	400	8	investigation	investigation	NOUN
ajeer-1177	400	9	of	of	ADP
ajeer-1177	400	10	the	the	DET
ajeer-1177	400	11	norwegian	norwegian	ADJ
ajeer-1177	400	12	manufacturing	manufacturing	NOUN
ajeer-1177	400	13	industry	industry	NOUN
ajeer-1177	400	14	.	.	PUNCT
ajeer-1177	401	1	bi	bi	ADJ
ajeer-1177	401	2	norwegian	norwegian	ADJ
ajeer-1177	401	3	school	school	NOUN
ajeer-1177	401	4	of	of	ADP
ajeer-1177	401	5	management	management	NOUN
ajeer-1177	401	6	master	master	NOUN
ajeer-1177	401	7	thesis	thesis	NOUN
ajeer-1177	401	8	.	.	PUNCT
ajeer-1177	402	1	nishioka	nishioka	PROPN
ajeer-1177	402	2	,	,	PUNCT
ajeer-1177	402	3	s.	s.	PROPN
ajeer-1177	402	4	and	and	CCONJ
ajeer-1177	402	5	m.	m.	PROPN
ajeer-1177	402	6	ripoll	ripoll	PROPN
ajeer-1177	402	7	,	,	PUNCT
ajeer-1177	402	8	2012	2012	NUM
ajeer-1177	402	9	.	.	PUNCT
ajeer-1177	403	1	productivity	productivity	NOUN
ajeer-1177	403	2	,	,	PUNCT
ajeer-1177	403	3	trade	trade	NOUN
ajeer-1177	403	4	and	and	CCONJ
ajeer-1177	403	5	the	the	DET
ajeer-1177	403	6	r&d	r&d	NOUN
ajeer-1177	403	7	content	content	NOUN
ajeer-1177	403	8	of	of	ADP
ajeer-1177	403	9	intermediate	intermediate	ADJ
ajeer-1177	403	10	inputs	input	NOUN
ajeer-1177	403	11	.	.	PUNCT
ajeer-1177	404	1	european	european	ADJ
ajeer-1177	404	2	economic	economic	PROPN
ajeer-1177	404	3	review	review	PROPN
ajeer-1177	404	4	,	,	PUNCT
ajeer-1177	404	5	15(8	15(8	NUM
ajeer-1177	404	6	):	):	PUNCT
ajeer-1177	404	7	15731592.available	15731592.available	ADJ
ajeer-1177	404	8	at	at	ADP
ajeer-1177	404	9	:	:	PUNCT
ajeer-1177	404	10	https://doi.org/10.1016/j.euroecorev.2012.08.004	https://doi.org/10.1016/j.euroecorev.2012.08.004	X
ajeer-1177	404	11	.	.	PUNCT
ajeer-1177	404	12	romer	romer	PROPN
ajeer-1177	404	13	,	,	PUNCT
ajeer-1177	404	14	p.m.	p.m.	ADV
ajeer-1177	404	15	,	,	PUNCT
ajeer-1177	404	16	1986	1986	NUM
ajeer-1177	404	17	.	.	PUNCT
ajeer-1177	405	1	increasing	increase	VERB
ajeer-1177	405	2	returns	return	NOUN
ajeer-1177	405	3	and	and	CCONJ
ajeer-1177	405	4	long	long	ADV
ajeer-1177	405	5	-	-	PUNCT
ajeer-1177	405	6	run	run	VERB
ajeer-1177	405	7	growth	growth	NOUN
ajeer-1177	405	8	.	.	PUNCT
ajeer-1177	406	1	journal	journal	NOUN
ajeer-1177	406	2	of	of	ADP
ajeer-1177	406	3	political	political	ADJ
ajeer-1177	406	4	economy	economy	NOUN
ajeer-1177	406	5	,	,	PUNCT
ajeer-1177	406	6	94(5	94(5	NOUN
ajeer-1177	406	7	):	):	PUNCT
ajeer-1177	406	8	1002-1037.available	1002-1037.available	ADJ
ajeer-1177	406	9	at	at	ADP
ajeer-1177	406	10	:	:	PUNCT
ajeer-1177	406	11	https://doi.org/10.1086/261420	https://doi.org/10.1086/261420	NOUN
ajeer-1177	406	12	.	.	PUNCT
ajeer-1177	407	1	romer	romer	NOUN
ajeer-1177	407	2	,	,	PUNCT
ajeer-1177	407	3	p.m.	p.m.	NOUN
ajeer-1177	407	4	,	,	PUNCT
ajeer-1177	407	5	1990	1990	NUM
ajeer-1177	407	6	.	.	PUNCT
ajeer-1177	408	1	human	human	ADJ
ajeer-1177	408	2	capital	capital	NOUN
ajeer-1177	408	3	and	and	CCONJ
ajeer-1177	408	4	growth	growth	NOUN
ajeer-1177	408	5	:	:	PUNCT
ajeer-1177	408	6	theory	theory	NOUN
ajeer-1177	408	7	and	and	CCONJ
ajeer-1177	408	8	evidence	evidence	NOUN
ajeer-1177	408	9	.	.	PUNCT
ajeer-1177	409	1	carnegie	carnegie	NOUN
ajeer-1177	409	2	-	-	PUNCT
ajeer-1177	409	3	rochester	rochester	PROPN
ajeer-1177	409	4	conference	conference	NOUN
ajeer-1177	409	5	series	series	NOUN
ajeer-1177	409	6	on	on	ADP
ajeer-1177	409	7	public	public	ADJ
ajeer-1177	409	8	policy	policy	NOUN
ajeer-1177	409	9	,	,	PUNCT
ajeer-1177	409	10	32	32	NUM
ajeer-1177	409	11	:	:	PUNCT
ajeer-1177	409	12	251	251	NUM
ajeer-1177	409	13	-	-	SYM
ajeer-1177	409	14	286	286	NUM
ajeer-1177	409	15	.	.	PUNCT
ajeer-1177	410	1	asian	asian	ADJ
ajeer-1177	410	2	journal	journal	PROPN
ajeer-1177	410	3	of	of	ADP
ajeer-1177	410	4	economics	economic	NOUN
ajeer-1177	410	5	and	and	CCONJ
ajeer-1177	410	6	empirical	empirical	ADJ
ajeer-1177	410	7	research	research	NOUN
ajeer-1177	410	8	,	,	PUNCT
ajeer-1177	410	9	2019	2019	NUM
ajeer-1177	410	10	,	,	PUNCT
ajeer-1177	410	11	6(2	6(2	NUM
ajeer-1177	410	12	):	):	PUNCT
ajeer-1177	410	13	205	205	NUM
ajeer-1177	410	14	-	-	SYM
ajeer-1177	410	15	215	215	NUM
ajeer-1177	410	16	215	215	NUM
ajeer-1177	410	17	©	©	PROPN
ajeer-1177	410	18	2019	2019	NUM
ajeer-1177	410	19	by	by	ADP
ajeer-1177	410	20	the	the	DET
ajeer-1177	410	21	authors	author	NOUN
ajeer-1177	410	22	;	;	PUNCT
ajeer-1177	410	23	licensee	licensee	PROPN
ajeer-1177	410	24	asian	asian	ADJ
ajeer-1177	410	25	online	online	PROPN
ajeer-1177	410	26	journal	journal	PROPN
ajeer-1177	410	27	publishing	publishing	PROPN
ajeer-1177	410	28	group	group	PROPN
ajeer-1177	410	29	sargent	sargent	PROPN
ajeer-1177	410	30	,	,	PUNCT
ajeer-1177	410	31	t.c	t.c	PROPN
ajeer-1177	410	32	.	.	PROPN
ajeer-1177	410	33	and	and	CCONJ
ajeer-1177	410	34	e.r	e.r	PROPN
ajeer-1177	410	35	.	.	PROPN
ajeer-1177	410	36	rodriguez	rodriguez	PROPN
ajeer-1177	410	37	,	,	PUNCT
ajeer-1177	410	38	2000	2000	NUM
ajeer-1177	410	39	.	.	PUNCT
ajeer-1177	411	1	labour	labour	NOUN
ajeer-1177	411	2	or	or	CCONJ
ajeer-1177	411	3	total	total	ADJ
ajeer-1177	411	4	factor	factor	NOUN
ajeer-1177	411	5	productivity	productivity	NOUN
ajeer-1177	411	6	:	:	PUNCT
ajeer-1177	411	7	do	do	AUX
ajeer-1177	411	8	we	we	PRON
ajeer-1177	411	9	need	need	VERB
ajeer-1177	411	10	to	to	PART
ajeer-1177	411	11	choose	choose	VERB
ajeer-1177	411	12	?	?	PUNCT
ajeer-1177	412	1	department	department	NOUN
ajeer-1177	412	2	of	of	ADP
ajeer-1177	412	3	finance	finance	PROPN
ajeer-1177	412	4	.	.	PUNCT
ajeer-1177	413	1	canada	canada	PROPN
ajeer-1177	413	2	:	:	PUNCT
ajeer-1177	414	1	economic	economic	ADJ
ajeer-1177	414	2	studies	study	NOUN
ajeer-1177	414	3	and	and	CCONJ
ajeer-1177	414	4	policy	policy	NOUN
ajeer-1177	414	5	analysis	analysis	NOUN
ajeer-1177	414	6	division	division	NOUN
ajeer-1177	414	7	.	.	PUNCT
ajeer-1177	415	1	solow	solow	PROPN
ajeer-1177	415	2	,	,	PUNCT
ajeer-1177	415	3	r.m	r.m	PROPN
ajeer-1177	415	4	.	.	PROPN
ajeer-1177	415	5	,	,	PUNCT
ajeer-1177	415	6	1956	1956	NUM
ajeer-1177	415	7	.	.	PUNCT
ajeer-1177	416	1	a	a	DET
ajeer-1177	416	2	contribution	contribution	NOUN
ajeer-1177	416	3	to	to	ADP
ajeer-1177	416	4	the	the	DET
ajeer-1177	416	5	theory	theory	NOUN
ajeer-1177	416	6	of	of	ADP
ajeer-1177	416	7	economic	economic	ADJ
ajeer-1177	416	8	growth	growth	NOUN
ajeer-1177	416	9	.	.	PUNCT
ajeer-1177	417	1	the	the	DET
ajeer-1177	417	2	quarterly	quarterly	ADJ
ajeer-1177	417	3	journal	journal	NOUN
ajeer-1177	417	4	of	of	ADP
ajeer-1177	417	5	economics	economic	NOUN
ajeer-1177	417	6	,	,	PUNCT
ajeer-1177	417	7	70(1	70(1	NUM
ajeer-1177	417	8	):	):	PUNCT
ajeer-1177	417	9	65	65	NUM
ajeer-1177	417	10	-	-	SYM
ajeer-1177	417	11	94	94	NUM
ajeer-1177	417	12	.	.	PUNCT
ajeer-1177	418	1	statistical	statistical	ADJ
ajeer-1177	418	2	,	,	PUNCT
ajeer-1177	418	3	b.	b.	PROPN
ajeer-1177	418	4	,	,	PUNCT
ajeer-1177	418	5	2015	2015	NUM
ajeer-1177	418	6	.	.	PUNCT
ajeer-1177	419	1	capital	capital	NOUN
ajeer-1177	419	2	stocks	stock	NOUN
ajeer-1177	419	3	,	,	PUNCT
ajeer-1177	419	4	consumption	consumption	NOUN
ajeer-1177	419	5	of	of	ADP
ajeer-1177	419	6	fixed	fix	VERB
ajeer-1177	419	7	capital	capital	NOUN
ajeer-1177	419	8	.	.	PUNCT
ajeer-1177	420	1	london	london	PROPN
ajeer-1177	420	2	:	:	PUNCT
ajeer-1177	420	3	office	office	NOUN
ajeer-1177	420	4	for	for	ADP
ajeer-1177	420	5	national	national	ADJ
ajeer-1177	420	6	statistics	statistic	NOUN
ajeer-1177	420	7	.	.	PUNCT
ajeer-1177	421	1	sterlacchini	sterlacchini	PROPN
ajeer-1177	421	2	,	,	PUNCT
ajeer-1177	421	3	a.	a.	NOUN
ajeer-1177	421	4	,	,	PUNCT
ajeer-1177	421	5	1989	1989	NUM
ajeer-1177	421	6	.	.	PUNCT
ajeer-1177	422	1	r&d	r&d	NOUN
ajeer-1177	422	2	,	,	PUNCT
ajeer-1177	422	3	innovations	innovation	NOUN
ajeer-1177	422	4	,	,	PUNCT
ajeer-1177	422	5	and	and	CCONJ
ajeer-1177	422	6	total	total	ADJ
ajeer-1177	422	7	factor	factor	NOUN
ajeer-1177	422	8	productivity	productivity	NOUN
ajeer-1177	422	9	growth	growth	NOUN
ajeer-1177	422	10	in	in	ADP
ajeer-1177	422	11	british	british	ADJ
ajeer-1177	422	12	manufacturing	manufacturing	NOUN
ajeer-1177	422	13	.	.	PUNCT
ajeer-1177	423	1	applied	apply	VERB
ajeer-1177	423	2	economics	economic	NOUN
ajeer-1177	423	3	,	,	PUNCT
ajeer-1177	423	4	21(11	21(11	NUM
ajeer-1177	423	5	):	):	PUNCT
ajeer-1177	423	6	15491562.available	15491562.available	ADJ
ajeer-1177	423	7	at	at	ADP
ajeer-1177	423	8	:	:	PUNCT
ajeer-1177	423	9	https://doi.org/10.1080/758516020	https://doi.org/10.1080/758516020	NOUN
ajeer-1177	423	10	.	.	PUNCT
ajeer-1177	424	1	wakelin	wakelin	PROPN
ajeer-1177	424	2	,	,	PUNCT
ajeer-1177	424	3	k.	k.	PROPN
ajeer-1177	424	4	,	,	PUNCT
ajeer-1177	424	5	2001	2001	NUM
ajeer-1177	424	6	.	.	PUNCT
ajeer-1177	425	1	productivity	productivity	NOUN
ajeer-1177	425	2	growth	growth	NOUN
ajeer-1177	425	3	and	and	CCONJ
ajeer-1177	425	4	r&d	r&d	NOUN
ajeer-1177	425	5	expenditure	expenditure	NOUN
ajeer-1177	425	6	in	in	ADP
ajeer-1177	425	7	uk	uk	PROPN
ajeer-1177	425	8	manufacturing	manufacturing	NOUN
ajeer-1177	425	9	firms	firm	NOUN
ajeer-1177	425	10	.	.	PUNCT
ajeer-1177	426	1	research	research	NOUN
ajeer-1177	426	2	policy	policy	NOUN
ajeer-1177	426	3	,	,	PUNCT
ajeer-1177	426	4	30(7	30(7	NUM
ajeer-1177	426	5	):	):	PUNCT
ajeer-1177	426	6	1079-1090.available	1079-1090.available	ADJ
ajeer-1177	426	7	at	at	ADP
ajeer-1177	426	8	:	:	PUNCT
ajeer-1177	426	9	https://doi.org/10.1016/s0048-7333(00)00136-0	https://doi.org/10.1016/s0048-7333(00)00136-0	PROPN
ajeer-1177	426	10	.	.	PUNCT
ajeer-1177	427	1	wang	wang	PROPN
ajeer-1177	427	2	,	,	PUNCT
ajeer-1177	427	3	j.-c	j.-c	PROPN
ajeer-1177	427	4	.	.	PUNCT
ajeer-1177	428	1	and	and	CCONJ
ajeer-1177	428	2	k.-h	k.-h	PROPN
ajeer-1177	428	3	.	.	PUNCT
ajeer-1177	429	1	tsai	tsai	PROPN
ajeer-1177	429	2	,	,	PUNCT
ajeer-1177	429	3	2003	2003	NUM
ajeer-1177	429	4	.	.	PUNCT
ajeer-1177	430	1	productivity	productivity	NOUN
ajeer-1177	430	2	growth	growth	NOUN
ajeer-1177	430	3	and	and	CCONJ
ajeer-1177	430	4	r&d	r&d	NOUN
ajeer-1177	430	5	expenditure	expenditure	NOUN
ajeer-1177	430	6	in	in	ADP
ajeer-1177	430	7	taiwan	taiwan	PROPN
ajeer-1177	430	8	’s	’s	PART
ajeer-1177	430	9	manufacturing	manufacturing	NOUN
ajeer-1177	430	10	firms	firm	NOUN
ajeer-1177	430	11	.	.	PUNCT
ajeer-1177	431	1	cambridge	cambridge	PROPN
ajeer-1177	431	2	:	:	PUNCT
ajeer-1177	431	3	national	national	PROPN
ajeer-1177	431	4	bureau	bureau	PROPN
ajeer-1177	431	5	of	of	ADP
ajeer-1177	431	6	economic	economic	ADJ
ajeer-1177	431	7	research	research	NOUN
ajeer-1177	431	8	.	.	PUNCT
ajeer-1177	432	1	warwick	warwick	PROPN
ajeer-1177	432	2	,	,	PUNCT
ajeer-1177	432	3	k.	k.	PROPN
ajeer-1177	432	4	,	,	PUNCT
ajeer-1177	432	5	2010	2010	NUM
ajeer-1177	432	6	.	.	PUNCT
ajeer-1177	433	1	manufacturing	manufacturing	NOUN
ajeer-1177	433	2	in	in	ADP
ajeer-1177	433	3	the	the	DET
ajeer-1177	433	4	uk	uk	PROPN
ajeer-1177	433	5	:	:	PUNCT
ajeer-1177	433	6	an	an	DET
ajeer-1177	433	7	economic	economic	ADJ
ajeer-1177	433	8	analysis	analysis	NOUN
ajeer-1177	433	9	of	of	ADP
ajeer-1177	433	10	the	the	DET
ajeer-1177	433	11	sector	sector	NOUN
ajeer-1177	433	12	.	.	PUNCT
ajeer-1177	434	1	london	london	PROPN
ajeer-1177	434	2	:	:	PUNCT
ajeer-1177	434	3	department	department	NOUN
ajeer-1177	434	4	for	for	ADP
ajeer-1177	434	5	business	business	NOUN
ajeer-1177	434	6	innoivation	innoivation	PROPN
ajeer-1177	434	7	&	&	CCONJ
ajeer-1177	434	8	skills	skill	NOUN
ajeer-1177	434	9	(	(	PUNCT
ajeer-1177	434	10	bis	bis	ADJ
ajeer-1177	434	11	)	)	PUNCT
ajeer-1177	434	12	.	.	PUNCT
ajeer-1177	435	1	asian	asian	ADJ
ajeer-1177	435	2	online	online	PROPN
ajeer-1177	435	3	journal	journal	PROPN
ajeer-1177	435	4	publishing	publishing	NOUN
ajeer-1177	435	5	group	group	NOUN
ajeer-1177	435	6	is	be	AUX
ajeer-1177	435	7	not	not	PART
ajeer-1177	435	8	responsible	responsible	ADJ
ajeer-1177	435	9	or	or	CCONJ
ajeer-1177	435	10	answerable	answerable	ADJ
ajeer-1177	435	11	for	for	ADP
ajeer-1177	435	12	any	any	DET
ajeer-1177	435	13	loss	loss	NOUN
ajeer-1177	435	14	,	,	PUNCT
ajeer-1177	435	15	damage	damage	NOUN
ajeer-1177	435	16	or	or	CCONJ
ajeer-1177	435	17	liability	liability	NOUN
ajeer-1177	435	18	,	,	PUNCT
ajeer-1177	435	19	etc	etc	X
ajeer-1177	435	20	.	.	X
ajeer-1177	435	21	caused	cause	VERB
ajeer-1177	435	22	in	in	ADP
ajeer-1177	435	23	relation	relation	NOUN
ajeer-1177	435	24	to	to	PART
ajeer-1177	435	25	/	/	PUNCT
ajeer-1177	435	26	arising	arise	VERB
ajeer-1177	435	27	out	out	ADP
ajeer-1177	435	28	of	of	ADP
ajeer-1177	435	29	the	the	DET
ajeer-1177	435	30	use	use	NOUN
ajeer-1177	435	31	of	of	ADP
ajeer-1177	435	32	the	the	DET
ajeer-1177	435	33	content	content	NOUN
ajeer-1177	435	34	.	.	PUNCT
ajeer-1177	436	1	any	any	DET
ajeer-1177	436	2	queries	query	NOUN
ajeer-1177	436	3	should	should	AUX
ajeer-1177	436	4	be	be	AUX
ajeer-1177	436	5	directed	direct	VERB
ajeer-1177	436	6	to	to	ADP
ajeer-1177	436	7	the	the	DET
ajeer-1177	436	8	corresponding	corresponding	ADJ
ajeer-1177	436	9	author	author	NOUN
ajeer-1177	436	10	of	of	ADP
ajeer-1177	436	11	the	the	DET
ajeer-1177	436	12	article	article	NOUN
ajeer-1177	436	13	.	.	PUNCT