id	sid	tid	token	lemma	pos
bae-9928	1	1	bio	bio	NOUN
bae-9928	1	2	-	-	PUNCT
bae-9928	1	3	based	base	VERB
bae-9928	1	4	and	and	CCONJ
bae-9928	1	5	applied	apply	VERB
bae-9928	1	6	economics	economic	NOUN
bae-9928	1	7	10(1	10(1	NUM
bae-9928	1	8	):	):	PUNCT
bae-9928	1	9	73	73	NUM
bae-9928	1	10	-	-	SYM
bae-9928	1	11	86	86	NUM
bae-9928	1	12	,	,	PUNCT
bae-9928	1	13	2021	2021	NUM
bae-9928	1	14	|	|	ADV
bae-9928	1	15	e	e	NOUN
bae-9928	1	16	-	-	PROPN
bae-9928	1	17	issn	issn	VERB
bae-9928	1	18	2280	2280	NUM
bae-9928	1	19	-	-	SYM
bae-9928	1	20	6172	6172	NUM
bae-9928	1	21	|	|	ADV
bae-9928	1	22	doi	doi	NOUN
bae-9928	1	23	:	:	PUNCT
bae-9928	1	24	10.36253	10.36253	NUM
bae-9928	1	25	/	/	SYM
bae-9928	1	26	bae-9928	bae-9928	ADJ
bae-9928	1	27	bio	bio	PROPN
bae-9928	1	28	-based	-based	PROPN
bae-9928	1	29	and	and	CCONJ
bae-9928	1	30	a	a	DET
bae-9928	1	31	ppl	ppl	PROPN
bae-9928	1	32	ied	ied	PROPN
bae-9928	1	33	economics	economics	PROPN
bae-9928	1	34	bae	bae	PROPN
bae-9928	1	35	copyright	copyright	NOUN
bae-9928	1	36	:	:	PUNCT
bae-9928	1	37	©	©	PROPN
bae-9928	1	38	2021	2021	NUM
bae-9928	1	39	m.	m.	NOUN
bae-9928	1	40	vollaro	vollaro	NOUN
bae-9928	1	41	,	,	PUNCT
bae-9928	1	42	m.	m.	NOUN
bae-9928	1	43	raggi	raggi	NOUN
bae-9928	1	44	,	,	PUNCT
bae-9928	1	45	d.	d.	PROPN
bae-9928	1	46	viaggi	viaggi	PROPN
bae-9928	1	47	.	.	PUNCT
bae-9928	2	1	open	open	ADJ
bae-9928	2	2	access	access	NOUN
bae-9928	2	3	,	,	PUNCT
bae-9928	2	4	article	article	NOUN
bae-9928	2	5	published	publish	VERB
bae-9928	2	6	by	by	ADP
bae-9928	2	7	firenze	firenze	PROPN
bae-9928	2	8	university	university	PROPN
bae-9928	2	9	press	press	NOUN
bae-9928	2	10	under	under	ADP
bae-9928	2	11	cc	cc	NOUN
bae-9928	2	12	-	-	ADJ
bae-9928	2	13	by-4.0	by-4.0	ADJ
bae-9928	2	14	license	license	NOUN
bae-9928	2	15	.	.	PUNCT
bae-9928	3	1	firenze	firenze	PROPN
bae-9928	3	2	university	university	PROPN
bae-9928	3	3	press	press	NOUN
bae-9928	3	4	|	|	CCONJ
bae-9928	3	5	www.fupress.com/bae	www.fupress.com/bae	PROPN
bae-9928	3	6	citation	citation	NOUN
bae-9928	3	7	:	:	PUNCT
bae-9928	3	8	m.	m.	NOUN
bae-9928	3	9	vollaro	vollaro	NOUN
bae-9928	3	10	,	,	PUNCT
bae-9928	3	11	m.	m.	NOUN
bae-9928	3	12	raggi	raggi	NOUN
bae-9928	3	13	,	,	PUNCT
bae-9928	3	14	d.	d.	PROPN
bae-9928	3	15	viaggi	viaggi	PROPN
bae-9928	3	16	(	(	PUNCT
bae-9928	3	17	2021	2021	NUM
bae-9928	3	18	)	)	PUNCT
bae-9928	3	19	public	public	ADJ
bae-9928	3	20	r&d	r&d	NOUN
bae-9928	3	21	and	and	CCONJ
bae-9928	3	22	european	european	ADJ
bae-9928	3	23	agriculture	agriculture	NOUN
bae-9928	3	24	:	:	PUNCT
bae-9928	3	25	impact	impact	NOUN
bae-9928	3	26	on	on	ADP
bae-9928	3	27	productivity	productivity	NOUN
bae-9928	3	28	and	and	CCONJ
bae-9928	3	29	return	return	NOUN
bae-9928	3	30	on	on	ADP
bae-9928	3	31	r&d	r&d	NOUN
bae-9928	3	32	expenditure	expenditure	NOUN
bae-9928	3	33	.	.	PUNCT
bae-9928	4	1	bio	bio	NOUN
bae-9928	4	2	-	-	PUNCT
bae-9928	4	3	based	base	VERB
bae-9928	4	4	and	and	CCONJ
bae-9928	4	5	applied	apply	VERB
bae-9928	4	6	economics	economic	NOUN
bae-9928	4	7	10(1	10(1	NUM
bae-9928	4	8	):	):	PUNCT
bae-9928	4	9	73	73	NUM
bae-9928	4	10	-	-	SYM
bae-9928	4	11	86	86	NUM
bae-9928	4	12	.	.	PUNCT
bae-9928	5	1	doi	doi	NOUN
bae-9928	5	2	:	:	PUNCT
bae-9928	5	3	10.36253	10.36253	NUM
bae-9928	5	4	/	/	SYM
bae-9928	5	5	bae-9928	bae-9928	NOUN
bae-9928	5	6	accepted	accept	VERB
bae-9928	5	7	:	:	PUNCT
bae-9928	5	8	may	may	AUX
bae-9928	5	9	29	29	NUM
bae-9928	5	10	,	,	PUNCT
bae-9928	5	11	2021	2021	NUM
bae-9928	5	12	published	publish	VERB
bae-9928	5	13	:	:	PUNCT
bae-9928	5	14	july	july	PROPN
bae-9928	5	15	28	28	NUM
bae-9928	5	16	,	,	PUNCT
bae-9928	5	17	2021	2021	NUM
bae-9928	5	18	competing	compete	VERB
bae-9928	5	19	interests	interest	NOUN
bae-9928	5	20	:	:	PUNCT
bae-9928	5	21	the	the	DET
bae-9928	5	22	author(s	author(s	PROPN
bae-9928	5	23	)	)	PUNCT
bae-9928	5	24	declare(s	declare(s	PROPN
bae-9928	5	25	)	)	PUNCT
bae-9928	5	26	no	no	DET
bae-9928	5	27	conflict	conflict	NOUN
bae-9928	5	28	of	of	ADP
bae-9928	5	29	interest	interest	NOUN
bae-9928	5	30	.	.	PUNCT
bae-9928	6	1	editor	editor	NOUN
bae-9928	6	2	:	:	PUNCT
bae-9928	6	3	fabio	fabio	PROPN
bae-9928	6	4	gaetano	gaetano	PROPN
bae-9928	6	5	santeramo	santeramo	PROPN
bae-9928	6	6	.	.	PUNCT
bae-9928	7	1	orcid	orcid	PROPN
bae-9928	7	2	mv	mv	NOUN
bae-9928	7	3	:	:	PUNCT
bae-9928	7	4	0000	0000	NUM
bae-9928	7	5	-	-	PUNCT
bae-9928	7	6	0002	0002	NUM
bae-9928	7	7	-	-	PUNCT
bae-9928	7	8	3072	3072	NUM
bae-9928	7	9	-	-	SYM
bae-9928	7	10	3141	3141	NUM
bae-9928	7	11	mr	mr	PROPN
bae-9928	7	12	:	:	PUNCT
bae-9928	7	13	0000	0000	NUM
bae-9928	7	14	-	-	PUNCT
bae-9928	7	15	0001	0001	NUM
bae-9928	7	16	-	-	PUNCT
bae-9928	7	17	6960	6960	NUM
bae-9928	7	18	-	-	SYM
bae-9928	7	19	1099	1099	NUM
bae-9928	7	20	dv	dv	PROPN
bae-9928	7	21	:	:	PUNCT
bae-9928	7	22	0000	0000	NUM
bae-9928	7	23	-	-	PUNCT
bae-9928	7	24	0001	0001	NUM
bae-9928	7	25	-	-	PUNCT
bae-9928	7	26	9503	9503	NUM
bae-9928	7	27	-	-	PUNCT
bae-9928	7	28	2977	2977	NUM
bae-9928	7	29	public	public	ADJ
bae-9928	7	30	r&d	r&d	NOUN
bae-9928	7	31	and	and	CCONJ
bae-9928	7	32	european	european	ADJ
bae-9928	7	33	agriculture	agriculture	NOUN
bae-9928	7	34	:	:	PUNCT
bae-9928	7	35	impact	impact	NOUN
bae-9928	7	36	on	on	ADP
bae-9928	7	37	productivity	productivity	NOUN
bae-9928	7	38	and	and	CCONJ
bae-9928	7	39	return	return	NOUN
bae-9928	7	40	on	on	ADP
bae-9928	7	41	r&d	r&d	NOUN
bae-9928	7	42	expenditure	expenditure	NOUN
bae-9928	7	43	michele	michele	PROPN
bae-9928	7	44	vollaro1	vollaro1	PROPN
bae-9928	7	45	,	,	PUNCT
bae-9928	7	46	meri	meri	PROPN
bae-9928	7	47	raggi2	raggi2	PROPN
bae-9928	7	48	,	,	PUNCT
bae-9928	7	49	davide	davide	PROPN
bae-9928	7	50	viaggi1	viaggi1	PROPN
bae-9928	7	51	1	1	NUM
bae-9928	7	52	department	department	NOUN
bae-9928	7	53	of	of	ADP
bae-9928	7	54	agricultural	agricultural	ADJ
bae-9928	7	55	sciences	science	NOUN
bae-9928	7	56	,	,	PUNCT
bae-9928	7	57	university	university	NOUN
bae-9928	7	58	of	of	ADP
bae-9928	7	59	bologna	bologna	PROPN
bae-9928	7	60	,	,	PUNCT
bae-9928	7	61	italy	italy	PROPN
bae-9928	7	62	2	2	NUM
bae-9928	7	63	department	department	NOUN
bae-9928	7	64	of	of	ADP
bae-9928	7	65	statistical	statistical	ADJ
bae-9928	7	66	sciences	science	NOUN
bae-9928	7	67	,	,	PUNCT
bae-9928	7	68	university	university	NOUN
bae-9928	7	69	of	of	ADP
bae-9928	7	70	bologna	bologna	PROPN
bae-9928	7	71	,	,	PUNCT
bae-9928	7	72	italy	italy	PROPN
bae-9928	7	73	corresponding	corresponding	PROPN
bae-9928	7	74	author	author	NOUN
bae-9928	7	75	:	:	PUNCT
bae-9928	7	76	davide	davide	PROPN
bae-9928	7	77	viaggi	viaggi	PROPN
bae-9928	7	78	.	.	PUNCT
bae-9928	8	1	e	e	X
bae-9928	8	2	-	-	NOUN
bae-9928	8	3	mail	mail	NOUN
bae-9928	8	4	:	:	PUNCT
bae-9928	8	5	davide.viaggi@unibo.it	davide.viaggi@unibo.it	NOUN
bae-9928	8	6	abstract	abstract	NOUN
bae-9928	8	7	.	.	PUNCT
bae-9928	9	1	while	while	SCONJ
bae-9928	9	2	higher	high	ADJ
bae-9928	9	3	effort	effort	NOUN
bae-9928	9	4	in	in	ADP
bae-9928	9	5	research	research	NOUN
bae-9928	9	6	is	be	AUX
bae-9928	9	7	advocated	advocate	VERB
bae-9928	9	8	for	for	ADP
bae-9928	9	9	agriculture	agriculture	NOUN
bae-9928	9	10	,	,	PUNCT
bae-9928	9	11	there	there	PRON
bae-9928	9	12	continues	continue	VERB
bae-9928	9	13	to	to	PART
bae-9928	9	14	be	be	AUX
bae-9928	9	15	a	a	DET
bae-9928	9	16	lack	lack	NOUN
bae-9928	9	17	of	of	ADP
bae-9928	9	18	measurement	measurement	NOUN
bae-9928	9	19	of	of	ADP
bae-9928	9	20	its	its	PRON
bae-9928	9	21	impact	impact	NOUN
bae-9928	9	22	in	in	ADP
bae-9928	9	23	economic	economic	ADJ
bae-9928	9	24	terms	term	NOUN
bae-9928	9	25	,	,	PUNCT
bae-9928	9	26	at	at	ADP
bae-9928	9	27	least	least	ADJ
bae-9928	9	28	in	in	ADP
bae-9928	9	29	europe	europe	PROPN
bae-9928	9	30	.	.	PUNCT
bae-9928	10	1	this	this	DET
bae-9928	10	2	paper	paper	NOUN
bae-9928	10	3	seeks	seek	VERB
bae-9928	10	4	to	to	PART
bae-9928	10	5	assess	assess	VERB
bae-9928	10	6	the	the	DET
bae-9928	10	7	economic	economic	ADJ
bae-9928	10	8	impact	impact	NOUN
bae-9928	10	9	of	of	ADP
bae-9928	10	10	public	public	ADJ
bae-9928	10	11	agricultural	agricultural	ADJ
bae-9928	10	12	r&d	r&d	NOUN
bae-9928	10	13	investments	investment	NOUN
bae-9928	10	14	in	in	ADP
bae-9928	10	15	europe	europe	PROPN
bae-9928	10	16	.	.	PUNCT
bae-9928	11	1	different	different	ADJ
bae-9928	11	2	panel	panel	NOUN
bae-9928	11	3	models	model	NOUN
bae-9928	11	4	are	be	AUX
bae-9928	11	5	applied	apply	VERB
bae-9928	11	6	on	on	ADP
bae-9928	11	7	16	16	NUM
bae-9928	11	8	european	european	ADJ
bae-9928	11	9	countries	country	NOUN
bae-9928	11	10	,	,	PUNCT
bae-9928	11	11	by	by	ADP
bae-9928	11	12	employing	employ	VERB
bae-9928	11	13	productivity	productivity	NOUN
bae-9928	11	14	and	and	CCONJ
bae-9928	11	15	investment	investment	NOUN
bae-9928	11	16	data	datum	NOUN
bae-9928	11	17	.	.	PUNCT
bae-9928	12	1	results	result	NOUN
bae-9928	12	2	show	show	VERB
bae-9928	12	3	positive	positive	ADJ
bae-9928	12	4	impacts	impact	NOUN
bae-9928	12	5	with	with	ADP
bae-9928	12	6	returns	return	NOUN
bae-9928	12	7	on	on	ADP
bae-9928	12	8	public	public	ADJ
bae-9928	12	9	r&d	r&d	NOUN
bae-9928	12	10	investments	investment	NOUN
bae-9928	12	11	on	on	ADP
bae-9928	12	12	agricultural	agricultural	ADJ
bae-9928	12	13	productivity	productivity	NOUN
bae-9928	12	14	of	of	ADP
bae-9928	12	15	between	between	ADP
bae-9928	12	16	6.5	6.5	NUM
bae-9928	12	17	%	%	NOUN
bae-9928	12	18	and	and	CCONJ
bae-9928	12	19	15.2	15.2	NUM
bae-9928	12	20	%	%	NOUN
bae-9928	12	21	,	,	PUNCT
bae-9928	12	22	varying	vary	VERB
bae-9928	12	23	according	accord	VERB
bae-9928	12	24	to	to	ADP
bae-9928	12	25	model	model	NOUN
bae-9928	12	26	specifications	specification	NOUN
bae-9928	12	27	and	and	CCONJ
bae-9928	12	28	computation	computation	NOUN
bae-9928	12	29	techniques	technique	NOUN
bae-9928	12	30	.	.	PUNCT
bae-9928	13	1	these	these	DET
bae-9928	13	2	values	value	NOUN
bae-9928	13	3	confirm	confirm	VERB
bae-9928	13	4	that	that	SCONJ
bae-9928	13	5	research	research	NOUN
bae-9928	13	6	expenditure	expenditure	NOUN
bae-9928	13	7	in	in	ADP
bae-9928	13	8	agriculture	agriculture	NOUN
bae-9928	13	9	is	be	AUX
bae-9928	13	10	well	well	ADV
bae-9928	13	11	justified	justified	ADJ
bae-9928	13	12	in	in	ADP
bae-9928	13	13	economic	economic	ADJ
bae-9928	13	14	terms	term	NOUN
bae-9928	13	15	.	.	PUNCT
bae-9928	14	1	however	however	ADV
bae-9928	14	2	,	,	PUNCT
bae-9928	14	3	the	the	DET
bae-9928	14	4	results	result	NOUN
bae-9928	14	5	are	be	AUX
bae-9928	14	6	highly	highly	ADV
bae-9928	14	7	dependent	dependent	ADJ
bae-9928	14	8	on	on	ADP
bae-9928	14	9	the	the	DET
bae-9928	14	10	analytical	analytical	ADJ
bae-9928	14	11	approach	approach	NOUN
bae-9928	14	12	and	and	CCONJ
bae-9928	14	13	limited	limit	VERB
bae-9928	14	14	by	by	ADP
bae-9928	14	15	the	the	DET
bae-9928	14	16	paucity	paucity	NOUN
bae-9928	14	17	of	of	ADP
bae-9928	14	18	expenditure	expenditure	NOUN
bae-9928	14	19	data	datum	NOUN
bae-9928	14	20	.	.	PUNCT
bae-9928	15	1	further	further	ADJ
bae-9928	15	2	research	research	NOUN
bae-9928	15	3	is	be	AUX
bae-9928	15	4	recommended	recommend	VERB
bae-9928	15	5	to	to	PART
bae-9928	15	6	take	take	VERB
bae-9928	15	7	into	into	ADP
bae-9928	15	8	account	account	NOUN
bae-9928	15	9	the	the	DET
bae-9928	15	10	role	role	NOUN
bae-9928	15	11	of	of	ADP
bae-9928	15	12	other	other	ADJ
bae-9928	15	13	important	important	ADJ
bae-9928	15	14	determinants	determinant	NOUN
bae-9928	15	15	of	of	ADP
bae-9928	15	16	impact	impact	NOUN
bae-9928	15	17	,	,	PUNCT
bae-9928	15	18	such	such	ADJ
bae-9928	15	19	as	as	ADP
bae-9928	15	20	climate	climate	NOUN
bae-9928	15	21	,	,	PUNCT
bae-9928	15	22	spill	spill	NOUN
bae-9928	15	23	overs	over	NOUN
bae-9928	15	24	and	and	CCONJ
bae-9928	15	25	the	the	DET
bae-9928	15	26	common	common	ADJ
bae-9928	15	27	agricultural	agricultural	ADJ
bae-9928	15	28	policy	policy	NOUN
bae-9928	15	29	(	(	PUNCT
bae-9928	15	30	cap	cap	NOUN
bae-9928	15	31	)	)	PUNCT
bae-9928	15	32	.	.	PUNCT
bae-9928	16	1	however	however	ADV
bae-9928	16	2	,	,	PUNCT
bae-9928	16	3	a	a	DET
bae-9928	16	4	proper	proper	ADJ
bae-9928	16	5	consideration	consideration	NOUN
bae-9928	16	6	of	of	ADP
bae-9928	16	7	these	these	DET
bae-9928	16	8	variables	variable	NOUN
bae-9928	16	9	will	will	AUX
bae-9928	16	10	first	first	ADV
bae-9928	16	11	require	require	VERB
bae-9928	16	12	a	a	DET
bae-9928	16	13	major	major	ADJ
bae-9928	16	14	improvement	improvement	NOUN
bae-9928	16	15	of	of	ADP
bae-9928	16	16	data	datum	NOUN
bae-9928	16	17	availability	availability	NOUN
bae-9928	16	18	.	.	PUNCT
bae-9928	17	1	keywords	keyword	NOUN
bae-9928	17	2	:	:	PUNCT
bae-9928	17	3	public	public	ADJ
bae-9928	17	4	r&d	r&d	NOUN
bae-9928	17	5	investments	investment	NOUN
bae-9928	17	6	,	,	PUNCT
bae-9928	17	7	agricultural	agricultural	ADJ
bae-9928	17	8	productivity	productivity	NOUN
bae-9928	17	9	,	,	PUNCT
bae-9928	17	10	rate	rate	NOUN
bae-9928	17	11	of	of	ADP
bae-9928	17	12	return	return	NOUN
bae-9928	17	13	,	,	PUNCT
bae-9928	17	14	europe	europe	PROPN
bae-9928	17	15	.	.	PUNCT
bae-9928	18	1	jel	jel	PROPN
bae-9928	18	2	codes	code	NOUN
bae-9928	18	3	:	:	PUNCT
bae-9928	18	4	o33	o33	NOUN
bae-9928	18	5	,	,	PUNCT
bae-9928	18	6	o47	o47	PROPN
bae-9928	18	7	,	,	PUNCT
bae-9928	18	8	q16	q16	NOUN
bae-9928	18	9	.	.	NOUN
bae-9928	19	1	1	1	X
bae-9928	19	2	.	.	X
bae-9928	19	3	introduction	introduction	NOUN
bae-9928	19	4	public	public	ADJ
bae-9928	19	5	agricultural	agricultural	ADJ
bae-9928	19	6	research	research	NOUN
bae-9928	19	7	investments	investment	NOUN
bae-9928	19	8	in	in	ADP
bae-9928	19	9	developed	develop	VERB
bae-9928	19	10	countries	country	NOUN
bae-9928	19	11	has	have	AUX
bae-9928	19	12	shown	show	VERB
bae-9928	19	13	contrasting	contrast	VERB
bae-9928	19	14	trends	trend	NOUN
bae-9928	19	15	in	in	ADP
bae-9928	19	16	recent	recent	ADJ
bae-9928	19	17	decades	decade	NOUN
bae-9928	19	18	,	,	PUNCT
bae-9928	19	19	including	include	VERB
bae-9928	19	20	a	a	DET
bae-9928	19	21	reduction	reduction	NOUN
bae-9928	19	22	in	in	ADP
bae-9928	19	23	some	some	DET
bae-9928	19	24	documented	document	VERB
bae-9928	19	25	cases	case	NOUN
bae-9928	19	26	(	(	PUNCT
bae-9928	19	27	hurley	hurley	PROPN
bae-9928	19	28	et	et	PROPN
bae-9928	19	29	al	al	PROPN
bae-9928	19	30	.	.	PROPN
bae-9928	19	31	,	,	PUNCT
bae-9928	19	32	2016	2016	NUM
bae-9928	19	33	;	;	PUNCT
bae-9928	19	34	pardey	pardey	NOUN
bae-9928	19	35	et	et	PROPN
bae-9928	19	36	al	al	PROPN
bae-9928	19	37	.	.	PROPN
bae-9928	19	38	,	,	PUNCT
bae-9928	19	39	2016	2016	NUM
bae-9928	19	40	;	;	PUNCT
bae-9928	19	41	rao	rao	PROPN
bae-9928	19	42	et	et	PROPN
bae-9928	19	43	al	al	PROPN
bae-9928	19	44	.	.	PROPN
bae-9928	19	45	,	,	PUNCT
bae-9928	19	46	2016	2016	NUM
bae-9928	19	47	;	;	PUNCT
bae-9928	19	48	pardey	pardey	NOUN
bae-9928	19	49	et	et	PROPN
bae-9928	19	50	al	al	PROPN
bae-9928	19	51	.	.	PROPN
bae-9928	19	52	,	,	PUNCT
bae-9928	19	53	2018	2018	NUM
bae-9928	19	54	)	)	PUNCT
bae-9928	19	55	.	.	PUNCT
bae-9928	20	1	while	while	SCONJ
bae-9928	20	2	the	the	DET
bae-9928	20	3	reasons	reason	NOUN
bae-9928	20	4	for	for	ADP
bae-9928	20	5	current	current	ADJ
bae-9928	20	6	trends	trend	NOUN
bae-9928	20	7	in	in	ADP
bae-9928	20	8	public	public	ADJ
bae-9928	20	9	r&d	r&d	NOUN
bae-9928	20	10	investment	investment	NOUN
bae-9928	20	11	in	in	ADP
bae-9928	20	12	developed	develop	VERB
bae-9928	20	13	countries	country	NOUN
bae-9928	20	14	can	can	AUX
bae-9928	20	15	be	be	AUX
bae-9928	20	16	debated	debate	VERB
bae-9928	20	17	,	,	PUNCT
bae-9928	20	18	representing	represent	VERB
bae-9928	20	19	a	a	DET
bae-9928	20	20	paradox	paradox	NOUN
bae-9928	20	21	(	(	PUNCT
bae-9928	20	22	alston	alston	PROPN
bae-9928	20	23	,	,	PUNCT
bae-9928	20	24	2018	2018	NUM
bae-9928	20	25	)	)	PUNCT
bae-9928	20	26	,	,	PUNCT
bae-9928	20	27	institutional	institutional	ADJ
bae-9928	20	28	and	and	CCONJ
bae-9928	20	29	political	political	ADJ
bae-9928	20	30	reforms	reform	NOUN
bae-9928	20	31	are	be	AUX
bae-9928	20	32	in	in	ADP
bae-9928	20	33	place	place	NOUN
bae-9928	20	34	in	in	ADP
bae-9928	20	35	middleincome	middleincome	ADJ
bae-9928	20	36	countries	country	NOUN
bae-9928	20	37	aimed	aim	VERB
bae-9928	20	38	at	at	ADP
bae-9928	20	39	supporting	support	VERB
bae-9928	20	40	both	both	CCONJ
bae-9928	20	41	research	research	NOUN
bae-9928	20	42	and	and	CCONJ
bae-9928	20	43	agricultural	agricultural	ADJ
bae-9928	20	44	productivity	productivity	NOUN
bae-9928	20	45	(	(	PUNCT
bae-9928	20	46	wang	wang	PROPN
bae-9928	20	47	et	et	PROPN
bae-9928	20	48	al	al	PROPN
bae-9928	20	49	.	.	PROPN
bae-9928	20	50	,	,	PUNCT
bae-9928	20	51	2012	2012	NUM
bae-9928	20	52	;	;	PUNCT
bae-9928	20	53	fuglie	fuglie	NOUN
bae-9928	20	54	,	,	PUNCT
bae-9928	20	55	2016	2016	NUM
bae-9928	20	56	)	)	PUNCT
bae-9928	20	57	.	.	PUNCT
bae-9928	21	1	at	at	ADP
bae-9928	21	2	the	the	DET
bae-9928	21	3	same	same	ADJ
bae-9928	21	4	time	time	NOUN
bae-9928	21	5	,	,	PUNCT
bae-9928	21	6	private	private	ADJ
bae-9928	21	7	investments	investment	NOUN
bae-9928	21	8	in	in	ADP
bae-9928	21	9	research	research	NOUN
bae-9928	21	10	and	and	CCONJ
bae-9928	21	11	development	development	NOUN
bae-9928	21	12	(	(	PUNCT
bae-9928	21	13	r&d	r&d	NOUN
bae-9928	21	14	)	)	PUNCT
bae-9928	21	15	in	in	ADP
bae-9928	21	16	the	the	DET
bae-9928	21	17	agri	agri	NOUN
bae-9928	21	18	-	-	PUNCT
bae-9928	21	19	food	food	NOUN
bae-9928	21	20	sector	sector	NOUN
bae-9928	21	21	notably	notably	ADV
bae-9928	21	22	increased	increase	VERB
bae-9928	21	23	,	,	PUNCT
bae-9928	21	24	especially	especially	ADV
bae-9928	21	25	in	in	ADP
bae-9928	21	26	upper	upper	ADJ
bae-9928	21	27	middle	middle	ADJ
bae-9928	21	28	-	-	PUNCT
bae-9928	21	29	income	income	NOUN
bae-9928	21	30	countries	country	NOUN
bae-9928	21	31	(	(	PUNCT
bae-9928	21	32	pardey	pardey	NOUN
bae-9928	21	33	et	et	PROPN
bae-9928	21	34	al	al	PROPN
bae-9928	21	35	.	.	PROPN
bae-9928	21	36	,	,	PUNCT
bae-9928	21	37	2018	2018	NUM
bae-9928	21	38	)	)	PUNCT
bae-9928	21	39	.	.	PUNCT
bae-9928	22	1	it	it	PRON
bae-9928	22	2	is	be	AUX
bae-9928	22	3	well	well	ADV
bae-9928	22	4	known	know	VERB
bae-9928	22	5	,	,	PUNCT
bae-9928	22	6	since	since	SCONJ
bae-9928	22	7	the	the	DET
bae-9928	22	8	first	first	ADJ
bae-9928	22	9	study	study	NOUN
bae-9928	22	10	by	by	ADP
bae-9928	22	11	griliches	griliche	NOUN
bae-9928	22	12	(	(	PUNCT
bae-9928	22	13	1958	1958	NUM
bae-9928	22	14	)	)	PUNCT
bae-9928	22	15	,	,	PUNCT
bae-9928	22	16	that	that	SCONJ
bae-9928	22	17	public	public	ADJ
bae-9928	22	18	investments	investment	NOUN
bae-9928	22	19	in	in	ADP
bae-9928	22	20	agricultural	agricultural	ADJ
bae-9928	22	21	research	research	NOUN
bae-9928	22	22	are	be	AUX
bae-9928	22	23	highly	highly	ADV
bae-9928	22	24	profitable	profitable	ADJ
bae-9928	22	25	in	in	ADP
bae-9928	22	26	the	the	DET
bae-9928	22	27	long	long	ADJ
bae-9928	22	28	run	run	NOUN
bae-9928	22	29	(	(	PUNCT
bae-9928	22	30	alston	alston	PROPN
bae-9928	22	31	et	et	PROPN
bae-9928	22	32	al	al	PROPN
bae-9928	22	33	.	.	PROPN
bae-9928	22	34	,	,	PUNCT
bae-9928	22	35	2000	2000	NUM
bae-9928	22	36	;	;	PUNCT
bae-9928	22	37	piesse	piesse	NOUN
bae-9928	22	38	et	et	PROPN
bae-9928	22	39	al	al	PROPN
bae-9928	22	40	.	.	PROPN
bae-9928	22	41	2010	2010	NUM
bae-9928	22	42	;	;	PUNCT
bae-9928	22	43	hurley	hurley	PROPN
bae-9928	22	44	et	et	PROPN
bae-9928	22	45	al	al	PROPN
bae-9928	22	46	.	.	PROPN
bae-9928	22	47	,	,	PUNCT
bae-9928	22	48	2014	2014	NUM
bae-9928	22	49	)	)	PUNCT
bae-9928	22	50	and	and	CCONJ
bae-9928	22	51	are	be	AUX
bae-9928	22	52	acknowledged	acknowledge	VERB
bae-9928	22	53	to	to	PART
bae-9928	22	54	be	be	AUX
bae-9928	22	55	a	a	DET
bae-9928	22	56	fundamental	fundamental	ADJ
bae-9928	22	57	driver	driver	NOUN
bae-9928	22	58	for	for	ADP
bae-9928	22	59	the	the	DET
bae-9928	22	60	improvement	improvement	NOUN
bae-9928	22	61	of	of	ADP
bae-9928	22	62	agricultural	agricultural	ADJ
bae-9928	22	63	prohttp://creativecommons.org/licenses/by/4.0/legalcode	prohttp://creativecommons.org/licenses/by/4.0/legalcode	PROPN
bae-9928	22	64	74	74	NUM
bae-9928	22	65	bio	bio	NOUN
bae-9928	22	66	-	-	PUNCT
bae-9928	22	67	based	base	VERB
bae-9928	22	68	and	and	CCONJ
bae-9928	22	69	applied	apply	VERB
bae-9928	22	70	economics	economic	NOUN
bae-9928	22	71	10(1	10(1	NUM
bae-9928	22	72	):	):	PUNCT
bae-9928	22	73	74	74	NUM
bae-9928	22	74	-	-	SYM
bae-9928	22	75	86	86	NUM
bae-9928	22	76	,	,	PUNCT
bae-9928	22	77	2021	2021	NUM
bae-9928	22	78	|	|	ADV
bae-9928	22	79	e	e	NOUN
bae-9928	22	80	-	-	PROPN
bae-9928	22	81	issn	issn	VERB
bae-9928	22	82	2280	2280	NUM
bae-9928	22	83	-	-	SYM
bae-9928	22	84	6172	6172	NUM
bae-9928	22	85	|	|	ADV
bae-9928	22	86	doi	doi	NOUN
bae-9928	22	87	:	:	PUNCT
bae-9928	22	88	10.36253	10.36253	NUM
bae-9928	22	89	/	/	SYM
bae-9928	22	90	bae-9928	bae-9928	PROPN
bae-9928	22	91	michele	michele	PROPN
bae-9928	22	92	vollaro	vollaro	PROPN
bae-9928	22	93	,	,	PUNCT
bae-9928	22	94	meri	meri	PROPN
bae-9928	22	95	raggi	raggi	PROPN
bae-9928	22	96	,	,	PUNCT
bae-9928	22	97	davide	davide	PROPN
bae-9928	22	98	viaggi	viaggi	PROPN
bae-9928	22	99	ductivity	ductivity	NOUN
bae-9928	22	100	(	(	PUNCT
bae-9928	22	101	ball	ball	NOUN
bae-9928	22	102	et	et	NOUN
bae-9928	22	103	al	al	PROPN
bae-9928	22	104	.	.	PROPN
bae-9928	22	105	,	,	PUNCT
bae-9928	22	106	2001	2001	NUM
bae-9928	22	107	;	;	PUNCT
bae-9928	22	108	ball	ball	NOUN
bae-9928	22	109	et	et	NOUN
bae-9928	22	110	al	al	PROPN
bae-9928	22	111	.	.	PROPN
bae-9928	22	112	,	,	PUNCT
bae-9928	22	113	2010	2010	NUM
bae-9928	22	114	)	)	PUNCT
bae-9928	22	115	.	.	PUNCT
bae-9928	23	1	at	at	ADP
bae-9928	23	2	the	the	DET
bae-9928	23	3	same	same	ADJ
bae-9928	23	4	time	time	NOUN
bae-9928	23	5	,	,	PUNCT
bae-9928	23	6	the	the	DET
bae-9928	23	7	literature	literature	NOUN
bae-9928	23	8	admits	admit	VERB
bae-9928	23	9	the	the	DET
bae-9928	23	10	limitations	limitation	NOUN
bae-9928	23	11	and	and	CCONJ
bae-9928	23	12	,	,	PUNCT
bae-9928	23	13	in	in	ADP
bae-9928	23	14	many	many	ADJ
bae-9928	23	15	cases	case	NOUN
bae-9928	23	16	,	,	PUNCT
bae-9928	23	17	the	the	DET
bae-9928	23	18	lack	lack	NOUN
bae-9928	23	19	of	of	ADP
bae-9928	23	20	reliability	reliability	NOUN
bae-9928	23	21	of	of	ADP
bae-9928	23	22	the	the	DET
bae-9928	23	23	agricultural	agricultural	ADJ
bae-9928	23	24	productivity	productivity	NOUN
bae-9928	23	25	measurements	measurement	NOUN
bae-9928	23	26	as	as	ADV
bae-9928	23	27	well	well	ADV
bae-9928	23	28	as	as	ADP
bae-9928	23	29	their	their	PRON
bae-9928	23	30	difficulty	difficulty	NOUN
bae-9928	23	31	in	in	ADP
bae-9928	23	32	representing	represent	VERB
bae-9928	23	33	the	the	DET
bae-9928	23	34	actual	actual	ADJ
bae-9928	23	35	evolution	evolution	NOUN
bae-9928	23	36	of	of	ADP
bae-9928	23	37	the	the	DET
bae-9928	23	38	agricultural	agricultural	ADJ
bae-9928	23	39	sector	sector	NOUN
bae-9928	23	40	and	and	CCONJ
bae-9928	23	41	the	the	DET
bae-9928	23	42	profitability	profitability	NOUN
bae-9928	23	43	thereof	thereof	ADV
bae-9928	23	44	(	(	PUNCT
bae-9928	23	45	alston	alston	PROPN
bae-9928	23	46	et	et	PROPN
bae-9928	23	47	al	al	PROPN
bae-9928	23	48	.	.	PROPN
bae-9928	23	49	,	,	PUNCT
bae-9928	23	50	2010	2010	NUM
bae-9928	23	51	;	;	PUNCT
bae-9928	23	52	wang	wang	PROPN
bae-9928	23	53	et	et	PROPN
bae-9928	23	54	al	al	PROPN
bae-9928	23	55	.	.	PROPN
bae-9928	23	56	,	,	PUNCT
bae-9928	23	57	2012	2012	NUM
bae-9928	23	58	;	;	PUNCT
bae-9928	23	59	hurley	hurley	PROPN
bae-9928	23	60	et	et	PROPN
bae-9928	23	61	al	al	PROPN
bae-9928	23	62	.	.	PROPN
bae-9928	23	63	,	,	PUNCT
bae-9928	23	64	2014	2014	NUM
bae-9928	23	65	;	;	PUNCT
bae-9928	23	66	rao	rao	PROPN
bae-9928	23	67	et	et	PROPN
bae-9928	23	68	al	al	PROPN
bae-9928	23	69	.	.	PROPN
bae-9928	23	70	,	,	PUNCT
bae-9928	23	71	2016	2016	NUM
bae-9928	23	72	)	)	PUNCT
bae-9928	23	73	.	.	PUNCT
bae-9928	24	1	better	well	ADJ
bae-9928	24	2	measurements	measurement	NOUN
bae-9928	24	3	and	and	CCONJ
bae-9928	24	4	more	more	ADV
bae-9928	24	5	reliable	reliable	ADJ
bae-9928	24	6	estimates	estimate	NOUN
bae-9928	24	7	of	of	ADP
bae-9928	24	8	agricultural	agricultural	ADJ
bae-9928	24	9	productivity	productivity	NOUN
bae-9928	24	10	and	and	CCONJ
bae-9928	24	11	rates	rate	NOUN
bae-9928	24	12	of	of	ADP
bae-9928	24	13	returns	return	NOUN
bae-9928	24	14	(	(	PUNCT
bae-9928	24	15	ror	ror	NOUN
bae-9928	24	16	)	)	PUNCT
bae-9928	24	17	would	would	AUX
bae-9928	24	18	be	be	AUX
bae-9928	24	19	helpful	helpful	ADJ
bae-9928	24	20	in	in	ADP
bae-9928	24	21	guiding	guide	VERB
bae-9928	24	22	public	public	ADJ
bae-9928	24	23	investment	investment	NOUN
bae-9928	24	24	choices	choice	NOUN
bae-9928	24	25	.	.	PUNCT
bae-9928	25	1	indeed	indeed	ADV
bae-9928	25	2	,	,	PUNCT
bae-9928	25	3	the	the	DET
bae-9928	25	4	improvement	improvement	NOUN
bae-9928	25	5	of	of	ADP
bae-9928	25	6	methodologies	methodology	NOUN
bae-9928	25	7	for	for	ADP
bae-9928	25	8	quantifying	quantify	VERB
bae-9928	25	9	the	the	DET
bae-9928	25	10	impact	impact	NOUN
bae-9928	25	11	on	on	ADP
bae-9928	25	12	agricultural	agricultural	ADJ
bae-9928	25	13	productivity	productivity	NOUN
bae-9928	25	14	,	,	PUNCT
bae-9928	25	15	with	with	ADP
bae-9928	25	16	the	the	DET
bae-9928	25	17	aim	aim	NOUN
bae-9928	25	18	of	of	ADP
bae-9928	25	19	precisely	precisely	ADV
bae-9928	25	20	estimating	estimate	VERB
bae-9928	25	21	the	the	DET
bae-9928	25	22	ror	ror	NOUN
bae-9928	25	23	of	of	ADP
bae-9928	25	24	research	research	NOUN
bae-9928	25	25	investments	investment	NOUN
bae-9928	25	26	in	in	ADP
bae-9928	25	27	agriculture	agriculture	NOUN
bae-9928	25	28	,	,	PUNCT
bae-9928	25	29	is	be	AUX
bae-9928	25	30	an	an	DET
bae-9928	25	31	issue	issue	NOUN
bae-9928	25	32	that	that	PRON
bae-9928	25	33	has	have	AUX
bae-9928	25	34	been	be	AUX
bae-9928	25	35	challenging	challenge	VERB
bae-9928	25	36	economists	economist	NOUN
bae-9928	25	37	for	for	ADP
bae-9928	25	38	a	a	DET
bae-9928	25	39	long	long	ADJ
bae-9928	25	40	time	time	NOUN
bae-9928	25	41	,	,	PUNCT
bae-9928	25	42	especially	especially	ADV
bae-9928	25	43	in	in	ADP
bae-9928	25	44	developed	develop	VERB
bae-9928	25	45	countries	country	NOUN
bae-9928	25	46	.	.	PUNCT
bae-9928	26	1	indeed	indeed	ADV
bae-9928	26	2	,	,	PUNCT
bae-9928	26	3	the	the	DET
bae-9928	26	4	ongoing	ongoing	ADJ
bae-9928	26	5	literature	literature	NOUN
bae-9928	26	6	discussion	discussion	NOUN
bae-9928	26	7	(	(	PUNCT
bae-9928	26	8	davis	davis	PROPN
bae-9928	26	9	,	,	PUNCT
bae-9928	26	10	1981	1981	NUM
bae-9928	26	11	;	;	PUNCT
bae-9928	26	12	alston	alston	PROPN
bae-9928	26	13	et	et	PROPN
bae-9928	26	14	al	al	PROPN
bae-9928	26	15	.	.	PROPN
bae-9928	26	16	,	,	PUNCT
bae-9928	26	17	2000	2000	NUM
bae-9928	26	18	;	;	PUNCT
bae-9928	26	19	hurley	hurley	PROPN
bae-9928	26	20	et	et	PROPN
bae-9928	26	21	al	al	PROPN
bae-9928	26	22	.	.	PROPN
bae-9928	26	23	,	,	PUNCT
bae-9928	26	24	2014	2014	NUM
bae-9928	26	25	;	;	PUNCT
bae-9928	26	26	oehmke	oehmke	NUM
bae-9928	26	27	,	,	PUNCT
bae-9928	26	28	2016	2016	NUM
bae-9928	26	29	;	;	PUNCT
bae-9928	26	30	hurley	hurley	PROPN
bae-9928	26	31	et	et	PROPN
bae-9928	26	32	al	al	PROPN
bae-9928	26	33	.	.	PROPN
bae-9928	26	34	,	,	PUNCT
bae-9928	26	35	2016b	2016b	NUM
bae-9928	26	36	)	)	PUNCT
bae-9928	26	37	is	be	AUX
bae-9928	26	38	still	still	ADV
bae-9928	26	39	focusing	focus	VERB
bae-9928	26	40	on	on	ADP
bae-9928	26	41	adjusting	adjust	VERB
bae-9928	26	42	the	the	DET
bae-9928	26	43	ror	ror	NOUN
bae-9928	26	44	estimates	estimate	NOUN
bae-9928	26	45	because	because	SCONJ
bae-9928	26	46	they	they	PRON
bae-9928	26	47	are	be	AUX
bae-9928	26	48	considered	consider	VERB
bae-9928	26	49	,	,	PUNCT
bae-9928	26	50	for	for	ADP
bae-9928	26	51	several	several	ADJ
bae-9928	26	52	technical	technical	ADJ
bae-9928	26	53	reasons	reason	NOUN
bae-9928	26	54	,	,	PUNCT
bae-9928	26	55	(	(	PUNCT
bae-9928	26	56	upward	upward	ADV
bae-9928	26	57	)	)	PUNCT
bae-9928	26	58	biased	biased	ADJ
bae-9928	26	59	and	and	CCONJ
bae-9928	26	60	hence	hence	ADV
bae-9928	26	61	not	not	PART
bae-9928	26	62	fully	fully	ADV
bae-9928	26	63	reliable	reliable	ADJ
bae-9928	26	64	.	.	PUNCT
bae-9928	27	1	however	however	ADV
bae-9928	27	2	,	,	PUNCT
bae-9928	27	3	in	in	ADP
bae-9928	27	4	europe	europe	PROPN
bae-9928	27	5	,	,	PUNCT
bae-9928	27	6	recent	recent	ADJ
bae-9928	27	7	evidence	evidence	NOUN
bae-9928	27	8	of	of	ADP
bae-9928	27	9	returns	return	NOUN
bae-9928	27	10	on	on	ADP
bae-9928	27	11	public	public	ADJ
bae-9928	27	12	investments	investment	NOUN
bae-9928	27	13	in	in	ADP
bae-9928	27	14	agricultural	agricultural	ADJ
bae-9928	27	15	r&d	r&d	NOUN
bae-9928	27	16	are	be	AUX
bae-9928	27	17	scarce	scarce	ADJ
bae-9928	27	18	because	because	SCONJ
bae-9928	27	19	of	of	ADP
bae-9928	27	20	limited	limited	ADJ
bae-9928	27	21	data	datum	NOUN
bae-9928	27	22	availability	availability	NOUN
bae-9928	27	23	.	.	PUNCT
bae-9928	28	1	besides	besides	SCONJ
bae-9928	28	2	the	the	DET
bae-9928	28	3	difficulty	difficulty	NOUN
bae-9928	28	4	of	of	ADP
bae-9928	28	5	establishing	establish	VERB
bae-9928	28	6	a	a	DET
bae-9928	28	7	connection	connection	NOUN
bae-9928	28	8	between	between	ADP
bae-9928	28	9	r&d	r&d	NOUN
bae-9928	28	10	expenditure	expenditure	NOUN
bae-9928	28	11	and	and	CCONJ
bae-9928	28	12	productivity	productivity	NOUN
bae-9928	28	13	,	,	PUNCT
bae-9928	28	14	the	the	DET
bae-9928	28	15	literature	literature	NOUN
bae-9928	28	16	observes	observe	VERB
bae-9928	28	17	a	a	DET
bae-9928	28	18	change	change	NOUN
bae-9928	28	19	in	in	ADP
bae-9928	28	20	focus	focus	NOUN
bae-9928	28	21	of	of	ADP
bae-9928	28	22	european	european	ADJ
bae-9928	28	23	agricultural	agricultural	ADJ
bae-9928	28	24	policies	policy	NOUN
bae-9928	28	25	(	(	PUNCT
bae-9928	28	26	and	and	CCONJ
bae-9928	28	27	public	public	ADJ
bae-9928	28	28	r&d	r&d	NOUN
bae-9928	28	29	effort	effort	NOUN
bae-9928	28	30	)	)	PUNCT
bae-9928	28	31	from	from	ADP
bae-9928	28	32	purely	purely	ADV
bae-9928	28	33	productivity	productivity	NOUN
bae-9928	28	34	-	-	PUNCT
bae-9928	28	35	focused	focus	VERB
bae-9928	28	36	objectives	objective	NOUN
bae-9928	28	37	towards	towards	ADP
bae-9928	28	38	guaranteeing	guarantee	VERB
bae-9928	28	39	the	the	DET
bae-9928	28	40	environmental	environmental	ADJ
bae-9928	28	41	sustainability	sustainability	NOUN
bae-9928	28	42	of	of	ADP
bae-9928	28	43	agricultural	agricultural	ADJ
bae-9928	28	44	production	production	NOUN
bae-9928	28	45	,	,	PUNCT
bae-9928	28	46	the	the	DET
bae-9928	28	47	health	health	NOUN
bae-9928	28	48	and	and	CCONJ
bae-9928	28	49	safety	safety	NOUN
bae-9928	28	50	aspects	aspect	NOUN
bae-9928	28	51	of	of	ADP
bae-9928	28	52	food	food	NOUN
bae-9928	28	53	and	and	CCONJ
bae-9928	28	54	feed	feed	NOUN
bae-9928	28	55	production	production	NOUN
bae-9928	28	56	,	,	PUNCT
bae-9928	28	57	along	along	ADP
bae-9928	28	58	with	with	ADP
bae-9928	28	59	other	other	ADJ
bae-9928	28	60	aspects	aspect	NOUN
bae-9928	28	61	related	relate	VERB
bae-9928	28	62	to	to	ADP
bae-9928	28	63	the	the	DET
bae-9928	28	64	degree	degree	NOUN
bae-9928	28	65	of	of	ADP
bae-9928	28	66	protection	protection	NOUN
bae-9928	28	67	and	and	CCONJ
bae-9928	28	68	promotion	promotion	NOUN
bae-9928	28	69	of	of	ADP
bae-9928	28	70	public	public	ADJ
bae-9928	28	71	goods1	goods1	PROPN
bae-9928	28	72	(	(	PUNCT
bae-9928	28	73	gardner	gardner	NOUN
bae-9928	28	74	and	and	CCONJ
bae-9928	28	75	lesser	less	ADJ
bae-9928	28	76	,	,	PUNCT
bae-9928	28	77	2003	2003	NUM
bae-9928	28	78	)	)	PUNCT
bae-9928	28	79	.	.	PUNCT
bae-9928	29	1	in	in	ADP
bae-9928	29	2	contrast	contrast	NOUN
bae-9928	29	3	,	,	PUNCT
bae-9928	29	4	the	the	DET
bae-9928	29	5	more	more	ADJ
bae-9928	29	6	production	production	NOUN
bae-9928	29	7	-	-	PUNCT
bae-9928	29	8	oriented	orient	VERB
bae-9928	29	9	investments	investment	NOUN
bae-9928	29	10	in	in	ADP
bae-9928	29	11	agricultural	agricultural	ADJ
bae-9928	29	12	r&d	r&d	NOUN
bae-9928	29	13	are	be	AUX
bae-9928	29	14	‘	'	PUNCT
bae-9928	29	15	left	leave	VERB
bae-9928	29	16	’	'	PUNCT
bae-9928	29	17	to	to	ADP
bae-9928	29	18	the	the	DET
bae-9928	29	19	interest	interest	NOUN
bae-9928	29	20	of	of	ADP
bae-9928	29	21	private	private	ADJ
bae-9928	29	22	(	(	PUNCT
bae-9928	29	23	business	business	NOUN
bae-9928	29	24	)	)	PUNCT
bae-9928	29	25	investors	investor	NOUN
bae-9928	29	26	(	(	PUNCT
bae-9928	29	27	pardey	pardey	NOUN
bae-9928	29	28	et	et	PROPN
bae-9928	29	29	al	al	PROPN
bae-9928	29	30	.	.	PROPN
bae-9928	29	31	,	,	PUNCT
bae-9928	29	32	2018	2018	NUM
bae-9928	29	33	)	)	PUNCT
bae-9928	29	34	.	.	PUNCT
bae-9928	30	1	further	far	ADV
bae-9928	30	2	,	,	PUNCT
bae-9928	30	3	scientific	scientific	ADJ
bae-9928	30	4	evidence	evidence	NOUN
bae-9928	30	5	from	from	ADP
bae-9928	30	6	the	the	DET
bae-9928	30	7	instepp	instepp	NOUN
bae-9928	30	8	database	database	NOUN
bae-9928	30	9	(	(	PUNCT
bae-9928	30	10	pardey	pardey	NOUN
bae-9928	30	11	et	et	PROPN
bae-9928	30	12	al	al	PROPN
bae-9928	30	13	.	.	PROPN
bae-9928	30	14	,	,	PUNCT
bae-9928	30	15	2018	2018	NUM
bae-9928	30	16	)	)	PUNCT
bae-9928	30	17	reveals	reveal	VERB
bae-9928	30	18	that	that	SCONJ
bae-9928	30	19	part	part	NOUN
bae-9928	30	20	of	of	ADP
bae-9928	30	21	the	the	DET
bae-9928	30	22	r&d	r&d	NOUN
bae-9928	30	23	investments	investment	NOUN
bae-9928	30	24	in	in	ADP
bae-9928	30	25	agriculture	agriculture	NOUN
bae-9928	30	26	are	be	AUX
bae-9928	30	27	devoted	devote	VERB
bae-9928	30	28	to	to	ADP
bae-9928	30	29	“	"	PUNCT
bae-9928	30	30	maintenance	maintenance	NOUN
bae-9928	30	31	”	"	PUNCT
bae-9928	30	32	of	of	ADP
bae-9928	30	33	productivity	productivity	NOUN
bae-9928	30	34	levels	level	NOUN
bae-9928	30	35	obtained	obtain	VERB
bae-9928	30	36	in	in	ADP
bae-9928	30	37	previous	previous	ADJ
bae-9928	30	38	years	year	NOUN
bae-9928	30	39	.	.	PUNCT
bae-9928	31	1	the	the	DET
bae-9928	31	2	objectives	objective	NOUN
bae-9928	31	3	of	of	ADP
bae-9928	31	4	this	this	DET
bae-9928	31	5	paper	paper	NOUN
bae-9928	31	6	are	be	AUX
bae-9928	31	7	to	to	PART
bae-9928	31	8	assess	assess	VERB
bae-9928	31	9	the	the	DET
bae-9928	31	10	contribution	contribution	NOUN
bae-9928	31	11	of	of	ADP
bae-9928	31	12	public	public	ADJ
bae-9928	31	13	investments	investment	NOUN
bae-9928	31	14	in	in	ADP
bae-9928	31	15	agricultural	agricultural	ADJ
bae-9928	31	16	research	research	NOUN
bae-9928	31	17	to	to	ADP
bae-9928	31	18	agricultural	agricultural	ADJ
bae-9928	31	19	productivity	productivity	NOUN
bae-9928	31	20	in	in	ADP
bae-9928	31	21	europe	europe	PROPN
bae-9928	31	22	,	,	PUNCT
bae-9928	31	23	through	through	ADP
bae-9928	31	24	a	a	DET
bae-9928	31	25	quantitative	quantitative	ADJ
bae-9928	31	26	analysis	analysis	NOUN
bae-9928	31	27	,	,	PUNCT
bae-9928	31	28	and	and	CCONJ
bae-9928	31	29	to	to	PART
bae-9928	31	30	measure	measure	VERB
bae-9928	31	31	the	the	DET
bae-9928	31	32	economic	economic	ADJ
bae-9928	31	33	impact	impact	NOUN
bae-9928	31	34	of	of	ADP
bae-9928	31	35	research	research	NOUN
bae-9928	31	36	expenditure	expenditure	NOUN
bae-9928	31	37	in	in	ADP
bae-9928	31	38	terms	term	NOUN
bae-9928	31	39	of	of	ADP
bae-9928	31	40	ror	ror	NOUN
bae-9928	31	41	.	.	PUNCT
bae-9928	32	1	consistently	consistently	ADV
bae-9928	32	2	with	with	ADP
bae-9928	32	3	this	this	DET
bae-9928	32	4	branch	branch	NOUN
bae-9928	32	5	of	of	ADP
bae-9928	32	6	the	the	DET
bae-9928	32	7	literature	literature	NOUN
bae-9928	32	8	,	,	PUNCT
bae-9928	32	9	the	the	DET
bae-9928	32	10	focus	focus	NOUN
bae-9928	32	11	of	of	ADP
bae-9928	32	12	the	the	DET
bae-9928	32	13	paper	paper	NOUN
bae-9928	32	14	is	be	AUX
bae-9928	32	15	on	on	ADP
bae-9928	32	16	public	public	ADJ
bae-9928	32	17	expenditure	expenditure	NOUN
bae-9928	32	18	related	relate	VERB
bae-9928	32	19	to	to	ADP
bae-9928	32	20	agriculture	agriculture	NOUN
bae-9928	32	21	(	(	PUNCT
bae-9928	32	22	see	see	VERB
bae-9928	32	23	section	section	NOUN
bae-9928	32	24	3	3	NUM
bae-9928	32	25	three	three	NUM
bae-9928	32	26	for	for	ADP
bae-9928	32	27	more	more	ADJ
bae-9928	32	28	details	detail	NOUN
bae-9928	32	29	)	)	PUNCT
bae-9928	32	30	and	and	CCONJ
bae-9928	32	31	not	not	PART
bae-9928	32	32	on	on	ADP
bae-9928	32	33	research	research	NOUN
bae-9928	32	34	policy	policy	NOUN
bae-9928	32	35	(	(	PUNCT
bae-9928	32	36	i.e.	i.e.	X
bae-9928	32	37	how	how	SCONJ
bae-9928	32	38	money	money	NOUN
bae-9928	32	39	is	be	AUX
bae-9928	32	40	spent	spend	VERB
bae-9928	32	41	and	and	CCONJ
bae-9928	32	42	what	what	PRON
bae-9928	32	43	1	1	NUM
bae-9928	32	44	for	for	ADP
bae-9928	32	45	a	a	DET
bae-9928	32	46	wider	wide	ADJ
bae-9928	32	47	and	and	CCONJ
bae-9928	32	48	more	more	ADV
bae-9928	32	49	comprehensive	comprehensive	ADJ
bae-9928	32	50	description	description	NOUN
bae-9928	32	51	of	of	ADP
bae-9928	32	52	recent	recent	ADJ
bae-9928	32	53	perspective	perspective	NOUN
bae-9928	32	54	on	on	ADP
bae-9928	32	55	these	these	DET
bae-9928	32	56	aspects	aspect	NOUN
bae-9928	32	57	,	,	PUNCT
bae-9928	32	58	see	see	VERB
bae-9928	32	59	the	the	DET
bae-9928	32	60	deliverable	deliverable	ADJ
bae-9928	32	61	4.2	4.2	NUM
bae-9928	32	62	of	of	ADP
bae-9928	32	63	impresa	impresa	PROPN
bae-9928	32	64	project	project	NOUN
bae-9928	32	65	,	,	PUNCT
bae-9928	32	66	downloadable	downloadable	ADJ
bae-9928	32	67	at	at	ADP
bae-9928	32	68	http://www.impresa-project.eu/home.html	http://www.impresa-project.eu/home.html	X
bae-9928	32	69	incentive	incentive	NOUN
bae-9928	32	70	instruments	instrument	NOUN
bae-9928	32	71	are	be	AUX
bae-9928	32	72	used)2	used)2	NOUN
bae-9928	32	73	.	.	PUNCT
bae-9928	33	1	the	the	DET
bae-9928	33	2	main	main	ADJ
bae-9928	33	3	contribution	contribution	NOUN
bae-9928	33	4	of	of	ADP
bae-9928	33	5	the	the	DET
bae-9928	33	6	paper	paper	NOUN
bae-9928	33	7	is	be	AUX
bae-9928	33	8	on	on	ADP
bae-9928	33	9	the	the	DET
bae-9928	33	10	empirical	empirical	ADJ
bae-9928	33	11	ground	ground	NOUN
bae-9928	33	12	as	as	SCONJ
bae-9928	33	13	it	it	PRON
bae-9928	33	14	contributes	contribute	VERB
bae-9928	33	15	to	to	PART
bae-9928	33	16	fill	fill	VERB
bae-9928	33	17	a	a	DET
bae-9928	33	18	gap	gap	NOUN
bae-9928	33	19	in	in	ADP
bae-9928	33	20	the	the	DET
bae-9928	33	21	recent	recent	ADJ
bae-9928	33	22	literature	literature	NOUN
bae-9928	33	23	,	,	PUNCT
bae-9928	33	24	which	which	PRON
bae-9928	33	25	does	do	AUX
bae-9928	33	26	not	not	PART
bae-9928	33	27	include	include	VERB
bae-9928	33	28	recent	recent	ADJ
bae-9928	33	29	analyses	analysis	NOUN
bae-9928	33	30	of	of	ADP
bae-9928	33	31	r&d	r&d	NOUN
bae-9928	33	32	impacts	impact	NOUN
bae-9928	33	33	on	on	ADP
bae-9928	33	34	european	european	ADJ
bae-9928	33	35	agriculture	agriculture	NOUN
bae-9928	33	36	.	.	PUNCT
bae-9928	34	1	in	in	ADP
bae-9928	34	2	fact	fact	NOUN
bae-9928	34	3	,	,	PUNCT
bae-9928	34	4	the	the	DET
bae-9928	34	5	only	only	ADJ
bae-9928	34	6	‘	'	PUNCT
bae-9928	34	7	recent	recent	ADJ
bae-9928	34	8	’	'	PUNCT
bae-9928	34	9	study	study	NOUN
bae-9928	34	10	addressing	address	VERB
bae-9928	34	11	the	the	DET
bae-9928	34	12	issue	issue	NOUN
bae-9928	34	13	is	be	AUX
bae-9928	34	14	that	that	PRON
bae-9928	34	15	of	of	ADP
bae-9928	34	16	schimmelpfennig	schimmelpfennig	PROPN
bae-9928	34	17	et	et	PROPN
bae-9928	34	18	al	al	PROPN
bae-9928	34	19	.	.	PUNCT
bae-9928	35	1	(	(	PUNCT
bae-9928	35	2	1999	1999	NUM
bae-9928	35	3	)	)	PUNCT
bae-9928	35	4	,	,	PUNCT
bae-9928	35	5	analysing	analyse	VERB
bae-9928	35	6	the	the	DET
bae-9928	35	7	20	20	NUM
bae-9928	35	8	-	-	PUNCT
bae-9928	35	9	year	year	NOUN
bae-9928	35	10	period	period	NOUN
bae-9928	35	11	from	from	ADP
bae-9928	35	12	1973	1973	NUM
bae-9928	35	13	-	-	SYM
bae-9928	35	14	1993	1993	NUM
bae-9928	35	15	.	.	PUNCT
bae-9928	36	1	in	in	ADP
bae-9928	36	2	addition	addition	NOUN
bae-9928	36	3	,	,	PUNCT
bae-9928	36	4	this	this	DET
bae-9928	36	5	paper	paper	NOUN
bae-9928	36	6	also	also	ADV
bae-9928	36	7	provides	provide	VERB
bae-9928	36	8	a	a	DET
bae-9928	36	9	methodological	methodological	ADJ
bae-9928	36	10	contribution	contribution	NOUN
bae-9928	36	11	by	by	ADP
bae-9928	36	12	tailoring	tailor	VERB
bae-9928	36	13	suited	suit	VERB
bae-9928	36	14	analytical	analytical	ADJ
bae-9928	36	15	methodologies	methodology	NOUN
bae-9928	36	16	to	to	ADP
bae-9928	36	17	the	the	DET
bae-9928	36	18	limited	limited	ADJ
bae-9928	36	19	available	available	ADJ
bae-9928	36	20	data	datum	NOUN
bae-9928	36	21	,	,	PUNCT
bae-9928	36	22	especially	especially	ADV
bae-9928	36	23	the	the	DET
bae-9928	36	24	series	series	NOUN
bae-9928	36	25	on	on	ADP
bae-9928	36	26	public	public	ADJ
bae-9928	36	27	r&d	r&d	NOUN
bae-9928	36	28	expenditure	expenditure	NOUN
bae-9928	36	29	in	in	ADP
bae-9928	36	30	europe	europe	PROPN
bae-9928	36	31	.	.	PUNCT
bae-9928	37	1	this	this	DET
bae-9928	37	2	paper	paper	NOUN
bae-9928	37	3	proceeds	proceed	VERB
bae-9928	37	4	with	with	ADP
bae-9928	37	5	a	a	DET
bae-9928	37	6	section	section	NOUN
bae-9928	37	7	on	on	ADP
bae-9928	37	8	the	the	DET
bae-9928	37	9	review	review	NOUN
bae-9928	37	10	of	of	ADP
bae-9928	37	11	the	the	DET
bae-9928	37	12	relevant	relevant	ADJ
bae-9928	37	13	literature	literature	NOUN
bae-9928	37	14	(	(	PUNCT
bae-9928	37	15	section	section	NOUN
bae-9928	37	16	2	2	NUM
bae-9928	37	17	)	)	PUNCT
bae-9928	37	18	,	,	PUNCT
bae-9928	37	19	followed	follow	VERB
bae-9928	37	20	by	by	ADP
bae-9928	37	21	the	the	DET
bae-9928	37	22	selection	selection	NOUN
bae-9928	37	23	of	of	ADP
bae-9928	37	24	the	the	DET
bae-9928	37	25	available	available	ADJ
bae-9928	37	26	data	datum	NOUN
bae-9928	37	27	(	(	PUNCT
bae-9928	37	28	section	section	NOUN
bae-9928	37	29	3	3	NUM
bae-9928	37	30	)	)	PUNCT
bae-9928	37	31	and	and	CCONJ
bae-9928	37	32	the	the	DET
bae-9928	37	33	presentation	presentation	NOUN
bae-9928	37	34	of	of	ADP
bae-9928	37	35	the	the	DET
bae-9928	37	36	chosen	choose	VERB
bae-9928	37	37	methodology	methodology	NOUN
bae-9928	37	38	(	(	PUNCT
bae-9928	37	39	section	section	NOUN
bae-9928	37	40	4	4	NUM
bae-9928	37	41	)	)	PUNCT
bae-9928	37	42	.	.	PUNCT
bae-9928	38	1	two	two	NUM
bae-9928	38	2	subsequent	subsequent	ADJ
bae-9928	38	3	sections	section	NOUN
bae-9928	38	4	provide	provide	VERB
bae-9928	38	5	the	the	DET
bae-9928	38	6	illustration	illustration	NOUN
bae-9928	38	7	of	of	ADP
bae-9928	38	8	the	the	DET
bae-9928	38	9	results	result	NOUN
bae-9928	38	10	(	(	PUNCT
bae-9928	38	11	section	section	NOUN
bae-9928	38	12	5	5	NUM
bae-9928	38	13	)	)	PUNCT
bae-9928	38	14	and	and	CCONJ
bae-9928	38	15	related	relate	VERB
bae-9928	38	16	discussion	discussion	NOUN
bae-9928	38	17	(	(	PUNCT
bae-9928	38	18	section	section	NOUN
bae-9928	38	19	6	6	NUM
bae-9928	38	20	)	)	PUNCT
bae-9928	38	21	.	.	PUNCT
bae-9928	39	1	the	the	DET
bae-9928	39	2	paper	paper	NOUN
bae-9928	39	3	ends	end	VERB
bae-9928	39	4	with	with	ADP
bae-9928	39	5	a	a	DET
bae-9928	39	6	concluding	conclude	VERB
bae-9928	39	7	section	section	NOUN
bae-9928	39	8	(	(	PUNCT
bae-9928	39	9	section	section	NOUN
bae-9928	39	10	7	7	NUM
bae-9928	39	11	)	)	PUNCT
bae-9928	39	12	.	.	PUNCT
bae-9928	40	1	2	2	X
bae-9928	40	2	.	.	X
bae-9928	40	3	literature	literature	NOUN
bae-9928	40	4	review	review	VERB
bae-9928	40	5	the	the	DET
bae-9928	40	6	connection	connection	NOUN
bae-9928	40	7	between	between	ADP
bae-9928	40	8	spending	spend	VERB
bae-9928	40	9	on	on	ADP
bae-9928	40	10	research	research	NOUN
bae-9928	40	11	and	and	CCONJ
bae-9928	40	12	development	development	NOUN
bae-9928	40	13	(	(	PUNCT
bae-9928	40	14	r&d	r&d	NOUN
bae-9928	40	15	)	)	PUNCT
bae-9928	40	16	and	and	CCONJ
bae-9928	40	17	agricultural	agricultural	ADJ
bae-9928	40	18	productivity	productivity	NOUN
bae-9928	40	19	has	have	AUX
bae-9928	40	20	diffused	diffuse	VERB
bae-9928	40	21	evidence	evidence	NOUN
bae-9928	40	22	in	in	ADP
bae-9928	40	23	the	the	DET
bae-9928	40	24	literature	literature	NOUN
bae-9928	40	25	(	(	PUNCT
bae-9928	40	26	griliches	griliche	NOUN
bae-9928	40	27	,	,	PUNCT
bae-9928	40	28	1958	1958	NUM
bae-9928	40	29	;	;	PUNCT
bae-9928	40	30	parente	parente	X
bae-9928	40	31	,	,	PUNCT
bae-9928	40	32	2001	2001	NUM
bae-9928	40	33	;	;	PUNCT
bae-9928	40	34	hall	hall	NOUN
bae-9928	40	35	et	et	PROPN
bae-9928	40	36	al	al	PROPN
bae-9928	40	37	,	,	PUNCT
bae-9928	40	38	2010	2010	NUM
bae-9928	40	39	)	)	PUNCT
bae-9928	40	40	.	.	PUNCT
bae-9928	41	1	the	the	DET
bae-9928	41	2	nature	nature	NOUN
bae-9928	41	3	of	of	ADP
bae-9928	41	4	such	such	DET
bae-9928	41	5	a	a	DET
bae-9928	41	6	connection	connection	NOUN
bae-9928	41	7	,	,	PUNCT
bae-9928	41	8	firstly	firstly	ADV
bae-9928	41	9	explored	explore	VERB
bae-9928	41	10	by	by	ADP
bae-9928	41	11	shultz	shultz	NOUN
bae-9928	41	12	in	in	ADP
bae-9928	41	13	1953	1953	NUM
bae-9928	41	14	,	,	PUNCT
bae-9928	41	15	is	be	AUX
bae-9928	41	16	to	to	PART
bae-9928	41	17	be	be	AUX
bae-9928	41	18	referred	refer	VERB
bae-9928	41	19	to	to	ADP
bae-9928	41	20	what	what	PRON
bae-9928	41	21	would	would	AUX
bae-9928	41	22	have	have	AUX
bae-9928	41	23	been	be	AUX
bae-9928	41	24	formalized	formalize	VERB
bae-9928	41	25	as	as	SCONJ
bae-9928	41	26	the	the	DET
bae-9928	41	27	solow	solow	PROPN
bae-9928	41	28	model	model	NOUN
bae-9928	41	29	after	after	ADP
bae-9928	41	30	solow	solow	PROPN
bae-9928	41	31	(	(	PUNCT
bae-9928	41	32	1957	1957	NUM
bae-9928	41	33	):	):	PUNCT
bae-9928	41	34	technological	technological	ADJ
bae-9928	41	35	change	change	NOUN
bae-9928	41	36	and	and	CCONJ
bae-9928	41	37	inputs	input	NOUN
bae-9928	41	38	are	be	AUX
bae-9928	41	39	responsible	responsible	ADJ
bae-9928	41	40	for	for	ADP
bae-9928	41	41	the	the	DET
bae-9928	41	42	long	long	ADJ
bae-9928	41	43	-	-	PUNCT
bae-9928	41	44	run	run	NOUN
bae-9928	41	45	variations	variation	NOUN
bae-9928	41	46	in	in	ADP
bae-9928	41	47	rates	rate	NOUN
bae-9928	41	48	of	of	ADP
bae-9928	41	49	growth	growth	NOUN
bae-9928	41	50	of	of	ADP
bae-9928	41	51	output	output	NOUN
bae-9928	41	52	,	,	PUNCT
bae-9928	41	53	with	with	ADP
bae-9928	41	54	technology	technology	NOUN
bae-9928	41	55	being	be	AUX
bae-9928	41	56	the	the	DET
bae-9928	41	57	unobserved	unobserved	ADJ
bae-9928	41	58	exogenous	exogenous	ADJ
bae-9928	41	59	factor	factor	NOUN
bae-9928	41	60	of	of	ADP
bae-9928	41	61	the	the	DET
bae-9928	41	62	aggregated	aggregate	VERB
bae-9928	41	63	production	production	NOUN
bae-9928	41	64	function	function	NOUN
bae-9928	41	65	and	and	CCONJ
bae-9928	41	66	estimated	estimate	VERB
bae-9928	41	67	ex	ex	NOUN
bae-9928	41	68	-	-	NOUN
bae-9928	41	69	post	post	NOUN
bae-9928	41	70	as	as	ADP
bae-9928	41	71	residual	residual	ADJ
bae-9928	41	72	.	.	PUNCT
bae-9928	42	1	applying	apply	VERB
bae-9928	42	2	the	the	DET
bae-9928	42	3	solow	solow	PROPN
bae-9928	42	4	model	model	NOUN
bae-9928	42	5	,	,	PUNCT
bae-9928	42	6	most	most	ADJ
bae-9928	42	7	studies	study	NOUN
bae-9928	42	8	(	(	PUNCT
bae-9928	42	9	alston	alston	PROPN
bae-9928	42	10	et	et	PROPN
bae-9928	42	11	al	al	PROPN
bae-9928	42	12	.	.	PROPN
bae-9928	42	13	,	,	PUNCT
bae-9928	42	14	2000	2000	NUM
bae-9928	42	15	;	;	PUNCT
bae-9928	42	16	ball	ball	NOUN
bae-9928	42	17	et	et	NOUN
bae-9928	42	18	al	al	PROPN
bae-9928	42	19	.	.	PROPN
bae-9928	42	20	,	,	PUNCT
bae-9928	42	21	2001	2001	NUM
bae-9928	42	22	;	;	PUNCT
bae-9928	42	23	fuglie	fuglie	NOUN
bae-9928	42	24	,	,	PUNCT
bae-9928	42	25	2016	2016	NUM
bae-9928	42	26	)	)	PUNCT
bae-9928	42	27	measure	measure	VERB
bae-9928	42	28	agricultural	agricultural	ADJ
bae-9928	42	29	productivity	productivity	NOUN
bae-9928	42	30	by	by	ADP
bae-9928	42	31	the	the	DET
bae-9928	42	32	means	mean	NOUN
bae-9928	42	33	of	of	ADP
bae-9928	42	34	total	total	ADJ
bae-9928	42	35	or	or	CCONJ
bae-9928	42	36	multi	multi	ADJ
bae-9928	42	37	factor	factor	NOUN
bae-9928	42	38	productivity	productivity	NOUN
bae-9928	42	39	(	(	PUNCT
bae-9928	42	40	tfp	tfp	PROPN
bae-9928	42	41	or	or	CCONJ
bae-9928	42	42	mfp	mfp	PROPN
bae-9928	42	43	)	)	PUNCT
bae-9928	42	44	,	,	PUNCT
bae-9928	42	45	namely	namely	ADV
bae-9928	42	46	the	the	DET
bae-9928	42	47	solow	solow	PROPN
bae-9928	42	48	residual	residual	NOUN
bae-9928	42	49	.	.	PUNCT
bae-9928	43	1	the	the	DET
bae-9928	43	2	computational	computational	ADJ
bae-9928	43	3	methods	method	NOUN
bae-9928	43	4	and	and	CCONJ
bae-9928	43	5	estimation	estimation	NOUN
bae-9928	43	6	techniques	technique	NOUN
bae-9928	43	7	of	of	ADP
bae-9928	43	8	the	the	DET
bae-9928	43	9	tfp	tfp	PROPN
bae-9928	43	10	have	have	AUX
bae-9928	43	11	been	be	AUX
bae-9928	43	12	largely	largely	ADV
bae-9928	43	13	improved	improve	VERB
bae-9928	43	14	over	over	ADP
bae-9928	43	15	time	time	NOUN
bae-9928	43	16	(	(	PUNCT
bae-9928	43	17	e.g.	e.g.	ADV
bae-9928	43	18	the	the	DET
bae-9928	43	19	aggregation	aggregation	NOUN
bae-9928	43	20	and	and	CCONJ
bae-9928	43	21	index	index	NOUN
bae-9928	43	22	numbers	number	NOUN
bae-9928	43	23	and	and	CCONJ
bae-9928	43	24	the	the	DET
bae-9928	43	25	dual	dual	ADJ
bae-9928	43	26	approach	approach	NOUN
bae-9928	43	27	,	,	PUNCT
bae-9928	43	28	inter	inter	PROPN
bae-9928	43	29	alia	alia	NOUN
bae-9928	43	30	)	)	PUNCT
bae-9928	44	1	(	(	PUNCT
bae-9928	44	2	hall	hall	NOUN
bae-9928	44	3	et	et	PROPN
bae-9928	44	4	al	al	PROPN
bae-9928	44	5	,	,	PUNCT
bae-9928	44	6	2010	2010	NUM
bae-9928	44	7	)	)	PUNCT
bae-9928	44	8	.	.	PUNCT
bae-9928	45	1	yet	yet	CCONJ
bae-9928	45	2	they	they	PRON
bae-9928	45	3	remain	remain	VERB
bae-9928	45	4	in	in	ADP
bae-9928	45	5	the	the	DET
bae-9928	45	6	framework	framework	NOUN
bae-9928	45	7	of	of	ADP
bae-9928	45	8	the	the	DET
bae-9928	45	9	solow	solow	PROPN
bae-9928	45	10	model	model	NOUN
bae-9928	45	11	,	,	PUNCT
bae-9928	45	12	therefore	therefore	ADV
bae-9928	45	13	treating	treat	VERB
bae-9928	45	14	technology	technology	NOUN
bae-9928	45	15	advances	advance	NOUN
bae-9928	45	16	–	–	PUNCT
bae-9928	45	17	and	and	CCONJ
bae-9928	45	18	their	their	PRON
bae-9928	45	19	causes	cause	NOUN
bae-9928	45	20	–	–	PUNCT
bae-9928	45	21	as	as	ADP
bae-9928	45	22	exogenous	exogenous	ADJ
bae-9928	45	23	elements	element	NOUN
bae-9928	45	24	of	of	ADP
bae-9928	45	25	the	the	DET
bae-9928	45	26	models	model	NOUN
bae-9928	45	27	.	.	PUNCT
bae-9928	46	1	such	such	DET
bae-9928	46	2	a	a	DET
bae-9928	46	3	framework	framework	NOUN
bae-9928	46	4	,	,	PUNCT
bae-9928	46	5	in	in	ADP
bae-9928	46	6	fact	fact	NOUN
bae-9928	46	7	,	,	PUNCT
bae-9928	46	8	completely	completely	ADV
bae-9928	46	9	ignores	ignore	VERB
bae-9928	46	10	the	the	DET
bae-9928	46	11	decision	decision	NOUN
bae-9928	46	12	process	process	NOUN
bae-9928	46	13	of	of	ADP
bae-9928	46	14	agents	agent	NOUN
bae-9928	46	15	and	and	CCONJ
bae-9928	46	16	institutions	institution	NOUN
bae-9928	46	17	for	for	ADP
bae-9928	46	18	generating	generate	VERB
bae-9928	46	19	and	and	CCONJ
bae-9928	46	20	adopting	adopt	VERB
bae-9928	46	21	new	new	ADJ
bae-9928	46	22	technologies	technology	NOUN
bae-9928	46	23	and	and	CCONJ
bae-9928	46	24	,	,	PUNCT
bae-9928	46	25	hence	hence	ADV
bae-9928	46	26	,	,	PUNCT
bae-9928	46	27	treats	treat	VERB
bae-9928	46	28	change	change	VERB
bae-9928	46	29	in	in	ADP
bae-9928	46	30	technology	technology	NOUN
bae-9928	46	31	as	as	ADP
bae-9928	46	32	a	a	DET
bae-9928	46	33	costless	costless	NOUN
bae-9928	46	34	factor	factor	NOUN
bae-9928	46	35	.	.	PUNCT
bae-9928	46	36	2	2	NUM
bae-9928	46	37	for	for	ADP
bae-9928	46	38	these	these	DET
bae-9928	46	39	and	and	CCONJ
bae-9928	46	40	more	more	ADJ
bae-9928	46	41	aspects	aspect	NOUN
bae-9928	46	42	related	relate	VERB
bae-9928	46	43	to	to	ADP
bae-9928	46	44	institutional	institutional	ADJ
bae-9928	46	45	aspects	aspect	NOUN
bae-9928	46	46	and	and	CCONJ
bae-9928	46	47	to	to	ADP
bae-9928	46	48	the	the	DET
bae-9928	46	49	relationship	relationship	NOUN
bae-9928	46	50	between	between	ADP
bae-9928	46	51	european	european	ADJ
bae-9928	46	52	r&d	r&d	NOUN
bae-9928	46	53	policies	policy	NOUN
bae-9928	46	54	,	,	PUNCT
bae-9928	46	55	cap	cap	NOUN
bae-9928	46	56	and	and	CCONJ
bae-9928	46	57	more	more	ADJ
bae-9928	46	58	policies	policy	NOUN
bae-9928	46	59	the	the	DET
bae-9928	46	60	reader	reader	NOUN
bae-9928	46	61	might	might	AUX
bae-9928	46	62	refer	refer	VERB
bae-9928	46	63	to	to	ADP
bae-9928	46	64	the	the	DET
bae-9928	46	65	other	other	ADJ
bae-9928	46	66	documents	document	NOUN
bae-9928	46	67	and	and	CCONJ
bae-9928	46	68	publications	publication	NOUN
bae-9928	46	69	of	of	ADP
bae-9928	46	70	the	the	DET
bae-9928	46	71	impresa	impresa	NOUN
bae-9928	46	72	projects	project	NOUN
bae-9928	46	73	.	.	PUNCT
bae-9928	47	1	75public	75public	ADJ
bae-9928	47	2	r&d	r&d	NOUN
bae-9928	47	3	and	and	CCONJ
bae-9928	47	4	european	european	ADJ
bae-9928	47	5	agriculture	agriculture	NOUN
bae-9928	47	6	:	:	PUNCT
bae-9928	47	7	impact	impact	NOUN
bae-9928	47	8	on	on	ADP
bae-9928	47	9	productivity	productivity	NOUN
bae-9928	47	10	and	and	CCONJ
bae-9928	47	11	return	return	NOUN
bae-9928	47	12	on	on	ADP
bae-9928	47	13	r&d	r&d	NOUN
bae-9928	47	14	expenditure	expenditure	NOUN
bae-9928	47	15	bio	bio	NOUN
bae-9928	47	16	-	-	PUNCT
bae-9928	47	17	based	base	VERB
bae-9928	47	18	and	and	CCONJ
bae-9928	47	19	applied	apply	VERB
bae-9928	47	20	economics	economic	NOUN
bae-9928	47	21	10(1	10(1	NUM
bae-9928	47	22	):	):	PUNCT
bae-9928	47	23	75	75	NUM
bae-9928	47	24	-	-	SYM
bae-9928	47	25	86	86	NUM
bae-9928	47	26	,	,	PUNCT
bae-9928	47	27	2021	2021	NUM
bae-9928	47	28	|	|	ADV
bae-9928	47	29	e	e	NOUN
bae-9928	47	30	-	-	PROPN
bae-9928	47	31	issn	issn	VERB
bae-9928	47	32	2280	2280	NUM
bae-9928	47	33	-	-	SYM
bae-9928	47	34	6172	6172	NUM
bae-9928	47	35	|	|	ADV
bae-9928	47	36	doi	doi	NOUN
bae-9928	47	37	:	:	PUNCT
bae-9928	47	38	10.36253	10.36253	NUM
bae-9928	47	39	/	/	SYM
bae-9928	47	40	bae-9928	bae-9928	X
bae-9928	47	41	the	the	DET
bae-9928	47	42	further	further	ADJ
bae-9928	47	43	objective	objective	NOUN
bae-9928	47	44	of	of	ADP
bae-9928	47	45	this	this	DET
bae-9928	47	46	type	type	NOUN
bae-9928	47	47	of	of	ADP
bae-9928	47	48	studies	study	NOUN
bae-9928	47	49	is	be	AUX
bae-9928	47	50	to	to	PART
bae-9928	47	51	estimate	estimate	VERB
bae-9928	47	52	the	the	DET
bae-9928	47	53	rate	rate	NOUN
bae-9928	47	54	of	of	ADP
bae-9928	47	55	return	return	NOUN
bae-9928	47	56	from	from	ADP
bae-9928	47	57	public	public	ADJ
bae-9928	47	58	investments	investment	NOUN
bae-9928	47	59	in	in	ADP
bae-9928	47	60	agricultural	agricultural	ADJ
bae-9928	47	61	research	research	NOUN
bae-9928	47	62	.	.	PUNCT
bae-9928	48	1	based	base	VERB
bae-9928	48	2	on	on	ADP
bae-9928	48	3	the	the	DET
bae-9928	48	4	same	same	ADJ
bae-9928	48	5	neoclassical	neoclassical	ADJ
bae-9928	48	6	framework	framework	NOUN
bae-9928	48	7	,	,	PUNCT
bae-9928	48	8	research	research	NOUN
bae-9928	48	9	expenditure	expenditure	NOUN
bae-9928	48	10	is	be	AUX
bae-9928	48	11	treated	treat	VERB
bae-9928	48	12	as	as	ADP
bae-9928	48	13	a	a	DET
bae-9928	48	14	capital	capital	NOUN
bae-9928	48	15	input	input	NOUN
bae-9928	48	16	affecting	affect	VERB
bae-9928	48	17	the	the	DET
bae-9928	48	18	agricultural	agricultural	ADJ
bae-9928	48	19	supply	supply	NOUN
bae-9928	48	20	function	function	NOUN
bae-9928	48	21	(	(	PUNCT
bae-9928	48	22	causing	cause	VERB
bae-9928	48	23	shifts	shift	NOUN
bae-9928	48	24	in	in	ADP
bae-9928	48	25	the	the	DET
bae-9928	48	26	supply	supply	NOUN
bae-9928	48	27	function	function	NOUN
bae-9928	48	28	)	)	PUNCT
bae-9928	49	1	and	and	CCONJ
bae-9928	49	2	,	,	PUNCT
bae-9928	49	3	therefore	therefore	ADV
bae-9928	49	4	,	,	PUNCT
bae-9928	49	5	the	the	DET
bae-9928	49	6	tfp	tfp	PROPN
bae-9928	49	7	.	.	PUNCT
bae-9928	50	1	the	the	DET
bae-9928	50	2	contribution	contribution	NOUN
bae-9928	50	3	,	,	PUNCT
bae-9928	50	4	in	in	ADP
bae-9928	50	5	terms	term	NOUN
bae-9928	50	6	of	of	ADP
bae-9928	50	7	effects	effect	NOUN
bae-9928	50	8	,	,	PUNCT
bae-9928	50	9	of	of	ADP
bae-9928	50	10	public	public	ADJ
bae-9928	50	11	research	research	NOUN
bae-9928	50	12	expenditure	expenditure	NOUN
bae-9928	50	13	on	on	ADP
bae-9928	50	14	the	the	DET
bae-9928	50	15	evolution	evolution	NOUN
bae-9928	50	16	(	(	PUNCT
bae-9928	50	17	increase	increase	NOUN
bae-9928	50	18	)	)	PUNCT
bae-9928	50	19	of	of	ADP
bae-9928	50	20	agricultural	agricultural	ADJ
bae-9928	50	21	productivity	productivity	NOUN
bae-9928	50	22	is	be	AUX
bae-9928	50	23	then	then	ADV
bae-9928	50	24	used	use	VERB
bae-9928	50	25	as	as	ADP
bae-9928	50	26	the	the	DET
bae-9928	50	27	basis	basis	NOUN
bae-9928	50	28	for	for	ADP
bae-9928	50	29	the	the	DET
bae-9928	50	30	computation	computation	NOUN
bae-9928	50	31	of	of	ADP
bae-9928	50	32	the	the	DET
bae-9928	50	33	ror	ror	NOUN
bae-9928	50	34	on	on	ADP
bae-9928	50	35	investment	investment	NOUN
bae-9928	50	36	,	,	PUNCT
bae-9928	50	37	under	under	ADP
bae-9928	50	38	a	a	DET
bae-9928	50	39	cost	cost	NOUN
bae-9928	50	40	-	-	PUNCT
bae-9928	50	41	benefit	benefit	NOUN
bae-9928	50	42	analysis	analysis	NOUN
bae-9928	50	43	framework	framework	NOUN
bae-9928	50	44	.	.	PUNCT
bae-9928	51	1	alternative	alternative	ADJ
bae-9928	51	2	theoretical	theoretical	ADJ
bae-9928	51	3	and	and	CCONJ
bae-9928	51	4	methodological	methodological	ADJ
bae-9928	51	5	approaches	approach	NOUN
bae-9928	51	6	are	be	AUX
bae-9928	51	7	applied	apply	VERB
bae-9928	51	8	,	,	PUNCT
bae-9928	51	9	instead	instead	ADV
bae-9928	51	10	,	,	PUNCT
bae-9928	51	11	for	for	ADP
bae-9928	51	12	estimating	estimate	VERB
bae-9928	51	13	the	the	DET
bae-9928	51	14	ror	ror	NOUN
bae-9928	51	15	of	of	ADP
bae-9928	51	16	private	private	ADJ
bae-9928	51	17	r&d	r&d	NOUN
bae-9928	51	18	investments	investment	NOUN
bae-9928	51	19	(	(	PUNCT
bae-9928	51	20	hall	hall	NOUN
bae-9928	51	21	et	et	PROPN
bae-9928	51	22	al	al	PROPN
bae-9928	51	23	.	.	PROPN
bae-9928	51	24	,	,	PUNCT
bae-9928	51	25	2010	2010	NUM
bae-9928	51	26	)	)	PUNCT
bae-9928	51	27	.	.	PUNCT
bae-9928	52	1	the	the	DET
bae-9928	52	2	main	main	ADJ
bae-9928	52	3	difference	difference	NOUN
bae-9928	52	4	rests	rest	VERB
bae-9928	52	5	in	in	ADP
bae-9928	52	6	the	the	DET
bae-9928	52	7	specification	specification	NOUN
bae-9928	52	8	of	of	ADP
bae-9928	52	9	the	the	DET
bae-9928	52	10	maximizing	maximize	VERB
bae-9928	52	11	behaviour	behaviour	NOUN
bae-9928	52	12	of	of	ADP
bae-9928	52	13	the	the	DET
bae-9928	52	14	firm	firm	NOUN
bae-9928	52	15	,	,	PUNCT
bae-9928	52	16	which	which	PRON
bae-9928	52	17	includes	include	VERB
bae-9928	52	18	elements	element	NOUN
bae-9928	52	19	pertaining	pertain	VERB
bae-9928	52	20	to	to	ADP
bae-9928	52	21	the	the	DET
bae-9928	52	22	private	private	ADJ
bae-9928	52	23	sector	sector	NOUN
bae-9928	52	24	,	,	PUNCT
bae-9928	52	25	such	such	ADJ
bae-9928	52	26	as	as	ADP
bae-9928	52	27	market	market	NOUN
bae-9928	52	28	power	power	NOUN
bae-9928	52	29	,	,	PUNCT
bae-9928	52	30	strategic	strategic	ADJ
bae-9928	52	31	behaviour	behaviour	NOUN
bae-9928	52	32	,	,	PUNCT
bae-9928	52	33	variable	variable	ADJ
bae-9928	52	34	return	return	NOUN
bae-9928	52	35	to	to	ADP
bae-9928	52	36	scale	scale	NOUN
bae-9928	52	37	(	(	PUNCT
bae-9928	52	38	long	long	ADV
bae-9928	52	39	-	-	PUNCT
bae-9928	52	40	run	run	VERB
bae-9928	52	41	ror	ror	NOUN
bae-9928	52	42	)	)	PUNCT
bae-9928	52	43	and	and	CCONJ
bae-9928	52	44	own	own	ADJ
bae-9928	52	45	spill	spill	NOUN
bae-9928	52	46	over	over	ADP
bae-9928	52	47	stocks	stock	NOUN
bae-9928	52	48	.	.	PUNCT
bae-9928	53	1	another	another	DET
bae-9928	53	2	important	important	ADJ
bae-9928	53	3	distinctive	distinctive	ADJ
bae-9928	53	4	factor	factor	NOUN
bae-9928	53	5	is	be	AUX
bae-9928	53	6	the	the	DET
bae-9928	53	7	joint	joint	ADJ
bae-9928	53	8	determination	determination	NOUN
bae-9928	53	9	of	of	ADP
bae-9928	53	10	r&d	r&d	NOUN
bae-9928	53	11	investment	investment	NOUN
bae-9928	53	12	and	and	CCONJ
bae-9928	53	13	expected	expect	VERB
bae-9928	53	14	ror	ror	NOUN
bae-9928	53	15	,	,	PUNCT
bae-9928	53	16	which	which	PRON
bae-9928	53	17	,	,	PUNCT
bae-9928	53	18	in	in	ADP
bae-9928	53	19	fact	fact	NOUN
bae-9928	53	20	,	,	PUNCT
bae-9928	53	21	causes	cause	VERB
bae-9928	53	22	the	the	DET
bae-9928	53	23	emergence	emergence	NOUN
bae-9928	53	24	of	of	ADP
bae-9928	53	25	measurement	measurement	NOUN
bae-9928	53	26	issues	issue	NOUN
bae-9928	53	27	of	of	ADP
bae-9928	53	28	ror	ror	NOUN
bae-9928	53	29	on	on	ADP
bae-9928	53	30	private	private	ADJ
bae-9928	53	31	r&d	r&d	NOUN
bae-9928	53	32	investments	investment	NOUN
bae-9928	53	33	as	as	ADV
bae-9928	53	34	well	well	ADV
bae-9928	53	35	as	as	ADP
bae-9928	53	36	manifold	manifold	ADJ
bae-9928	53	37	interpretations	interpretation	NOUN
bae-9928	53	38	of	of	ADP
bae-9928	53	39	the	the	DET
bae-9928	53	40	estimates	estimate	NOUN
bae-9928	53	41	,	,	PUNCT
bae-9928	53	42	especially	especially	ADV
bae-9928	53	43	of	of	ADP
bae-9928	53	44	the	the	DET
bae-9928	53	45	ror	ror	NOUN
bae-9928	53	46	,	,	PUNCT
bae-9928	53	47	due	due	ADP
bae-9928	53	48	to	to	ADP
bae-9928	53	49	the	the	DET
bae-9928	53	50	condition	condition	NOUN
bae-9928	53	51	of	of	ADP
bae-9928	53	52	endogeneity	endogeneity	NOUN
bae-9928	53	53	of	of	ADP
bae-9928	53	54	the	the	DET
bae-9928	53	55	r&d	r&d	NOUN
bae-9928	53	56	variable	variable	NOUN
bae-9928	53	57	.	.	PUNCT
bae-9928	54	1	common	common	ADJ
bae-9928	54	2	issues	issue	NOUN
bae-9928	54	3	to	to	PART
bae-9928	54	4	tackle	tackle	VERB
bae-9928	54	5	in	in	ADP
bae-9928	54	6	the	the	DET
bae-9928	54	7	evaluation	evaluation	NOUN
bae-9928	54	8	of	of	ADP
bae-9928	54	9	public	public	ADJ
bae-9928	54	10	and	and	CCONJ
bae-9928	54	11	private	private	ADJ
bae-9928	54	12	ror	ror	NOUN
bae-9928	54	13	on	on	ADP
bae-9928	54	14	r&d	r&d	NOUN
bae-9928	54	15	investment	investment	NOUN
bae-9928	54	16	are	be	AUX
bae-9928	54	17	the	the	DET
bae-9928	54	18	estimation	estimation	NOUN
bae-9928	54	19	of	of	ADP
bae-9928	54	20	the	the	DET
bae-9928	54	21	rate	rate	NOUN
bae-9928	54	22	of	of	ADP
bae-9928	54	23	return	return	NOUN
bae-9928	54	24	and	and	CCONJ
bae-9928	54	25	its	its	PRON
bae-9928	54	26	interpretation	interpretation	NOUN
bae-9928	54	27	.	.	PUNCT
bae-9928	55	1	in	in	ADP
bae-9928	55	2	fact	fact	NOUN
bae-9928	55	3	,	,	PUNCT
bae-9928	55	4	both	both	DET
bae-9928	55	5	topics	topic	NOUN
bae-9928	55	6	are	be	AUX
bae-9928	55	7	still	still	ADV
bae-9928	55	8	feeding	feed	VERB
bae-9928	55	9	the	the	DET
bae-9928	55	10	academic	academic	ADJ
bae-9928	55	11	debate	debate	NOUN
bae-9928	55	12	and	and	CCONJ
bae-9928	55	13	,	,	PUNCT
bae-9928	55	14	despite	despite	SCONJ
bae-9928	55	15	efforts	effort	NOUN
bae-9928	55	16	by	by	ADP
bae-9928	55	17	alston	alston	PROPN
bae-9928	55	18	et	et	PROPN
bae-9928	55	19	al	al	PROPN
bae-9928	55	20	.	.	PROPN
bae-9928	56	1	(	(	PUNCT
bae-9928	56	2	2011	2011	NUM
bae-9928	56	3	)	)	PUNCT
bae-9928	56	4	and	and	CCONJ
bae-9928	56	5	hurley	hurley	PROPN
bae-9928	56	6	et	et	PROPN
bae-9928	56	7	al	al	PROPN
bae-9928	56	8	.	.	PROPN
bae-9928	57	1	(	(	PUNCT
bae-9928	57	2	2014	2014	NUM
bae-9928	57	3	)	)	PUNCT
bae-9928	57	4	in	in	ADP
bae-9928	57	5	proposing	propose	VERB
bae-9928	57	6	a	a	DET
bae-9928	57	7	more	more	ADV
bae-9928	57	8	cautious	cautious	ADJ
bae-9928	57	9	approach	approach	NOUN
bae-9928	57	10	for	for	ADP
bae-9928	57	11	estimating	estimate	VERB
bae-9928	57	12	ror	ror	NOUN
bae-9928	57	13	(	(	PUNCT
bae-9928	57	14	taking	take	VERB
bae-9928	57	15	into	into	ADP
bae-9928	57	16	account	account	NOUN
bae-9928	57	17	reinvestment	reinvestment	NOUN
bae-9928	57	18	factors	factor	NOUN
bae-9928	57	19	)	)	PUNCT
bae-9928	57	20	and	and	CCONJ
bae-9928	57	21	for	for	ADP
bae-9928	57	22	providing	provide	VERB
bae-9928	57	23	results	result	NOUN
bae-9928	57	24	more	more	ADV
bae-9928	57	25	suitable	suitable	ADJ
bae-9928	57	26	for	for	ADP
bae-9928	57	27	plausible	plausible	ADJ
bae-9928	57	28	interpretations	interpretation	NOUN
bae-9928	57	29	,	,	PUNCT
bae-9928	57	30	the	the	DET
bae-9928	57	31	issue	issue	NOUN
bae-9928	57	32	of	of	ADP
bae-9928	57	33	correctly	correctly	ADV
bae-9928	57	34	estimating	estimate	VERB
bae-9928	57	35	ror	ror	NOUN
bae-9928	57	36	remains	remain	VERB
bae-9928	57	37	unresolved	unresolved	ADJ
bae-9928	57	38	.	.	PUNCT
bae-9928	58	1	such	such	DET
bae-9928	58	2	an	an	DET
bae-9928	58	3	issue	issue	NOUN
bae-9928	58	4	appears	appear	VERB
bae-9928	58	5	clearer	clear	ADJ
bae-9928	58	6	in	in	ADP
bae-9928	58	7	the	the	DET
bae-9928	58	8	meta	meta	ADJ
bae-9928	58	9	-	-	PUNCT
bae-9928	58	10	analysis	analysis	NOUN
bae-9928	58	11	proposed	propose	VERB
bae-9928	58	12	by	by	ADP
bae-9928	58	13	alston	alston	PROPN
bae-9928	58	14	et	et	PROPN
bae-9928	58	15	al	al	PROPN
bae-9928	58	16	.	.	PROPN
bae-9928	59	1	(	(	PUNCT
bae-9928	59	2	2000	2000	NUM
bae-9928	59	3	)	)	PUNCT
bae-9928	60	1	and	and	CCONJ
bae-9928	60	2	,	,	PUNCT
bae-9928	60	3	more	more	ADV
bae-9928	60	4	recently	recently	ADV
bae-9928	60	5	,	,	PUNCT
bae-9928	60	6	in	in	ADP
bae-9928	60	7	the	the	DET
bae-9928	60	8	worldwide	worldwide	ADJ
bae-9928	60	9	collection	collection	NOUN
bae-9928	60	10	of	of	ADP
bae-9928	60	11	ror	ror	NOUN
bae-9928	60	12	studies	study	NOUN
bae-9928	60	13	by	by	ADP
bae-9928	60	14	instepp	instepp	NOUN
bae-9928	60	15	returns	return	NOUN
bae-9928	60	16	to	to	ADP
bae-9928	60	17	research	research	NOUN
bae-9928	60	18	(	(	PUNCT
bae-9928	60	19	rtr	rtr	NOUN
bae-9928	60	20	)	)	PUNCT
bae-9928	60	21	database	database	NOUN
bae-9928	60	22	(	(	PUNCT
bae-9928	60	23	hurley	hurley	PROPN
bae-9928	60	24	et	et	PROPN
bae-9928	60	25	al	al	PROPN
bae-9928	60	26	.	.	PROPN
bae-9928	60	27	,	,	PUNCT
bae-9928	60	28	2016a	2016a	NUM
bae-9928	60	29	)	)	PUNCT
bae-9928	60	30	.	.	PUNCT
bae-9928	61	1	what	what	PRON
bae-9928	61	2	emerges	emerge	VERB
bae-9928	61	3	from	from	ADP
bae-9928	61	4	these	these	DET
bae-9928	61	5	reviews	review	NOUN
bae-9928	61	6	is	be	AUX
bae-9928	61	7	a	a	DET
bae-9928	61	8	likely	likely	ADJ
bae-9928	61	9	overestimation	overestimation	NOUN
bae-9928	61	10	of	of	ADP
bae-9928	61	11	the	the	DET
bae-9928	61	12	marginal	marginal	ADJ
bae-9928	61	13	effects	effect	NOUN
bae-9928	61	14	of	of	ADP
bae-9928	61	15	r&d	r&d	NOUN
bae-9928	61	16	investments	investment	NOUN
bae-9928	61	17	on	on	ADP
bae-9928	61	18	productivity	productivity	NOUN
bae-9928	61	19	,	,	PUNCT
bae-9928	61	20	which	which	PRON
bae-9928	61	21	,	,	PUNCT
bae-9928	61	22	in	in	ADP
bae-9928	61	23	turn	turn	NOUN
bae-9928	61	24	,	,	PUNCT
bae-9928	61	25	affects	affect	VERB
bae-9928	61	26	ror	ror	NOUN
bae-9928	61	27	estimates	estimate	NOUN
bae-9928	61	28	(	(	PUNCT
bae-9928	61	29	hurley	hurley	PROPN
bae-9928	61	30	et	et	PROPN
bae-9928	61	31	al	al	PROPN
bae-9928	61	32	.	.	PROPN
bae-9928	61	33	,	,	PUNCT
bae-9928	61	34	2014	2014	NUM
bae-9928	61	35	;	;	PUNCT
bae-9928	61	36	oehmke	oehmke	NUM
bae-9928	61	37	,	,	PUNCT
bae-9928	61	38	2016	2016	NUM
bae-9928	61	39	;	;	PUNCT
bae-9928	61	40	hurley	hurley	PROPN
bae-9928	61	41	et	et	PROPN
bae-9928	61	42	al	al	PROPN
bae-9928	61	43	.	.	PROPN
bae-9928	61	44	,	,	PUNCT
bae-9928	61	45	2016b	2016b	NUM
bae-9928	61	46	)	)	PUNCT
bae-9928	61	47	.	.	PUNCT
bae-9928	62	1	in	in	ADP
bae-9928	62	2	order	order	NOUN
bae-9928	62	3	to	to	PART
bae-9928	62	4	try	try	VERB
bae-9928	62	5	to	to	PART
bae-9928	62	6	address	address	VERB
bae-9928	62	7	this	this	DET
bae-9928	62	8	issue	issue	NOUN
bae-9928	62	9	,	,	PUNCT
bae-9928	62	10	it	it	PRON
bae-9928	62	11	would	would	AUX
bae-9928	62	12	be	be	AUX
bae-9928	62	13	useful	useful	ADJ
bae-9928	62	14	to	to	PART
bae-9928	62	15	minutely	minutely	ADV
bae-9928	62	16	isolate	isolate	VERB
bae-9928	62	17	the	the	DET
bae-9928	62	18	effects	effect	NOUN
bae-9928	62	19	of	of	ADP
bae-9928	62	20	r&d	r&d	NOUN
bae-9928	62	21	investments	investment	NOUN
bae-9928	62	22	on	on	ADP
bae-9928	62	23	agricultural	agricultural	ADJ
bae-9928	62	24	productivity	productivity	NOUN
bae-9928	62	25	by	by	ADP
bae-9928	62	26	considering	consider	VERB
bae-9928	62	27	potential	potential	ADJ
bae-9928	62	28	factors	factor	NOUN
bae-9928	62	29	,	,	PUNCT
bae-9928	62	30	other	other	ADJ
bae-9928	62	31	than	than	ADP
bae-9928	62	32	r&d	r&d	NOUN
bae-9928	62	33	investments	investment	NOUN
bae-9928	62	34	,	,	PUNCT
bae-9928	62	35	affecting	affect	VERB
bae-9928	62	36	the	the	DET
bae-9928	62	37	returns	return	NOUN
bae-9928	62	38	on	on	ADP
bae-9928	62	39	r&d	r&d	NOUN
bae-9928	62	40	in	in	ADP
bae-9928	62	41	agriculture	agriculture	NOUN
bae-9928	62	42	,	,	PUNCT
bae-9928	62	43	such	such	ADJ
bae-9928	62	44	as	as	ADP
bae-9928	62	45	:	:	PUNCT
bae-9928	62	46	the	the	DET
bae-9928	62	47	intraand	intraand	NOUN
bae-9928	62	48	extra	extra	ADJ
bae-9928	62	49	-	-	ADJ
bae-9928	62	50	sectorial	sectorial	ADJ
bae-9928	62	51	spill	spill	NOUN
bae-9928	62	52	over	over	ADP
bae-9928	62	53	,	,	PUNCT
bae-9928	62	54	the	the	DET
bae-9928	62	55	role	role	NOUN
bae-9928	62	56	of	of	ADP
bae-9928	62	57	the	the	DET
bae-9928	62	58	structural	structural	ADJ
bae-9928	62	59	transformation	transformation	NOUN
bae-9928	62	60	in	in	ADP
bae-9928	62	61	the	the	DET
bae-9928	62	62	agricultural	agricultural	ADJ
bae-9928	62	63	sector	sector	NOUN
bae-9928	62	64	(	(	PUNCT
bae-9928	62	65	timmer	timmer	PROPN
bae-9928	62	66	,	,	PUNCT
bae-9928	62	67	1988	1988	NUM
bae-9928	62	68	)	)	PUNCT
bae-9928	62	69	,	,	PUNCT
bae-9928	62	70	the	the	DET
bae-9928	62	71	influence	influence	NOUN
bae-9928	62	72	of	of	ADP
bae-9928	62	73	policies	policy	NOUN
bae-9928	62	74	on	on	ADP
bae-9928	62	75	agricultural	agricultural	ADJ
bae-9928	62	76	production	production	NOUN
bae-9928	62	77	and	and	CCONJ
bae-9928	62	78	productivity	productivity	NOUN
bae-9928	62	79	(	(	PUNCT
bae-9928	62	80	restuccia	restuccia	PROPN
bae-9928	62	81	et	et	PROPN
bae-9928	62	82	al	al	PROPN
bae-9928	62	83	.	.	PROPN
bae-9928	62	84	,	,	PUNCT
bae-9928	62	85	2008	2008	NUM
bae-9928	62	86	)	)	PUNCT
bae-9928	62	87	and	and	CCONJ
bae-9928	62	88	the	the	DET
bae-9928	62	89	effect	effect	NOUN
bae-9928	62	90	of	of	ADP
bae-9928	62	91	the	the	DET
bae-9928	62	92	growing	grow	VERB
bae-9928	62	93	competitive	competitive	ADJ
bae-9928	62	94	pressure	pressure	NOUN
bae-9928	62	95	on	on	ADP
bae-9928	62	96	the	the	DET
bae-9928	62	97	european	european	ADJ
bae-9928	62	98	agricultural	agricultural	ADJ
bae-9928	62	99	sector	sector	NOUN
bae-9928	62	100	(	(	PUNCT
bae-9928	62	101	galdon	galdon	NOUN
bae-9928	62	102	-	-	PUNCT
bae-9928	62	103	sanchez	sanchez	NOUN
bae-9928	62	104	,	,	PUNCT
bae-9928	62	105	2002	2002	NUM
bae-9928	62	106	;	;	PUNCT
bae-9928	62	107	schmitz	schmitz	PROPN
bae-9928	62	108	,	,	PUNCT
bae-9928	62	109	2005	2005	NUM
bae-9928	62	110	;	;	PUNCT
bae-9928	62	111	duarte	duarte	PROPN
bae-9928	62	112	et	et	PROPN
bae-9928	62	113	al	al	PROPN
bae-9928	62	114	.	.	PROPN
bae-9928	62	115	,	,	PUNCT
bae-9928	62	116	2010	2010	NUM
bae-9928	62	117	)	)	PUNCT
bae-9928	62	118	.	.	PUNCT
bae-9928	63	1	3	3	X
bae-9928	63	2	.	.	X
bae-9928	63	3	data	datum	NOUN
bae-9928	63	4	availability	availability	NOUN
bae-9928	63	5	and	and	CCONJ
bae-9928	63	6	selection	selection	NOUN
bae-9928	63	7	to	to	PART
bae-9928	63	8	estimate	estimate	VERB
bae-9928	63	9	the	the	DET
bae-9928	63	10	return	return	NOUN
bae-9928	63	11	to	to	ADP
bae-9928	63	12	investments	investment	NOUN
bae-9928	63	13	in	in	ADP
bae-9928	63	14	agricultural	agricultural	ADJ
bae-9928	63	15	research	research	NOUN
bae-9928	63	16	,	,	PUNCT
bae-9928	63	17	two	two	NUM
bae-9928	63	18	groups	group	NOUN
bae-9928	63	19	of	of	ADP
bae-9928	63	20	data	datum	NOUN
bae-9928	63	21	are	be	AUX
bae-9928	63	22	needed	need	VERB
bae-9928	63	23	:	:	PUNCT
bae-9928	63	24	expenditures	expenditure	NOUN
bae-9928	63	25	on	on	ADP
bae-9928	63	26	agricultural	agricultural	ADJ
bae-9928	63	27	r&d	r&d	NOUN
bae-9928	63	28	and	and	CCONJ
bae-9928	63	29	measures	measure	NOUN
bae-9928	63	30	of	of	ADP
bae-9928	63	31	agricultural	agricultural	ADJ
bae-9928	63	32	productivity	productivity	NOUN
bae-9928	63	33	.	.	PUNCT
bae-9928	64	1	at	at	ADP
bae-9928	64	2	the	the	DET
bae-9928	64	3	european	european	ADJ
bae-9928	64	4	level	level	NOUN
bae-9928	64	5	,	,	PUNCT
bae-9928	64	6	data	datum	NOUN
bae-9928	64	7	on	on	ADP
bae-9928	64	8	r&d	r&d	NOUN
bae-9928	64	9	expenditure	expenditure	NOUN
bae-9928	64	10	are	be	AUX
bae-9928	64	11	collected	collect	VERB
bae-9928	64	12	according	accord	VERB
bae-9928	64	13	to	to	ADP
bae-9928	64	14	two	two	NUM
bae-9928	64	15	main	main	ADJ
bae-9928	64	16	categories	category	NOUN
bae-9928	64	17	:	:	PUNCT
bae-9928	64	18	gross	gross	ADJ
bae-9928	64	19	domestic	domestic	ADJ
bae-9928	64	20	expenditures	expenditure	NOUN
bae-9928	64	21	on	on	ADP
bae-9928	64	22	r&d	r&d	NOUN
bae-9928	64	23	(	(	PUNCT
bae-9928	64	24	gerd	gerd	NOUN
bae-9928	64	25	)	)	PUNCT
bae-9928	64	26	and	and	CCONJ
bae-9928	64	27	government	government	NOUN
bae-9928	64	28	budget	budget	NOUN
bae-9928	64	29	appropriations	appropriation	NOUN
bae-9928	64	30	or	or	CCONJ
bae-9928	64	31	outlays	outlay	NOUN
bae-9928	64	32	on	on	ADP
bae-9928	64	33	r&d3	r&d3	NOUN
bae-9928	64	34	(	(	PUNCT
bae-9928	64	35	gbaord	gbaord	NOUN
bae-9928	64	36	)	)	PUNCT
bae-9928	64	37	.	.	PUNCT
bae-9928	65	1	gerd	gerd	NOUN
bae-9928	65	2	data	data	PROPN
bae-9928	65	3	group	group	NOUN
bae-9928	65	4	the	the	DET
bae-9928	65	5	actual	actual	ADJ
bae-9928	65	6	intramural	intramural	ADJ
bae-9928	65	7	expenditures	expenditure	NOUN
bae-9928	65	8	on	on	ADP
bae-9928	65	9	r&d	r&d	NOUN
bae-9928	65	10	,	,	PUNCT
bae-9928	65	11	while	while	SCONJ
bae-9928	65	12	gbaord	gbaord	PROPN
bae-9928	65	13	data	datum	NOUN
bae-9928	65	14	refer	refer	VERB
bae-9928	65	15	to	to	ADP
bae-9928	65	16	all	all	DET
bae-9928	65	17	appropriations	appropriation	NOUN
bae-9928	65	18	by	by	ADP
bae-9928	65	19	central	central	ADJ
bae-9928	65	20	governments	government	NOUN
bae-9928	65	21	allocated	allocate	VERB
bae-9928	65	22	to	to	ADP
bae-9928	65	23	r&d	r&d	NOUN
bae-9928	65	24	in	in	ADP
bae-9928	65	25	central	central	ADJ
bae-9928	65	26	government	government	NOUN
bae-9928	65	27	or	or	CCONJ
bae-9928	65	28	federal	federal	ADJ
bae-9928	65	29	budgets	budget	NOUN
bae-9928	65	30	.	.	PUNCT
bae-9928	66	1	unless	unless	SCONJ
bae-9928	66	2	otherwise	otherwise	ADV
bae-9928	66	3	stated	state	VERB
bae-9928	66	4	,	,	PUNCT
bae-9928	66	5	gbaord	gbaord	PROPN
bae-9928	66	6	data	datum	NOUN
bae-9928	66	7	include	include	VERB
bae-9928	66	8	both	both	DET
bae-9928	66	9	current	current	ADJ
bae-9928	66	10	and	and	CCONJ
bae-9928	66	11	capital	capital	NOUN
bae-9928	66	12	expenditure	expenditure	NOUN
bae-9928	66	13	and	and	CCONJ
bae-9928	66	14	do	do	AUX
bae-9928	66	15	not	not	PART
bae-9928	66	16	only	only	ADV
bae-9928	66	17	cover	cover	VERB
bae-9928	66	18	governmentfinanced	governmentfinance	VERB
bae-9928	66	19	r&d	r&d	NOUN
bae-9928	66	20	performed	perform	VERB
bae-9928	66	21	in	in	ADP
bae-9928	66	22	government	government	NOUN
bae-9928	66	23	establishments	establishment	NOUN
bae-9928	66	24	,	,	PUNCT
bae-9928	66	25	but	but	CCONJ
bae-9928	66	26	also	also	ADV
bae-9928	66	27	government	government	NOUN
bae-9928	66	28	-	-	PUNCT
bae-9928	66	29	financed	finance	VERB
bae-9928	66	30	r&d	r&d	NOUN
bae-9928	66	31	performed	perform	VERB
bae-9928	66	32	in	in	ADP
bae-9928	66	33	the	the	DET
bae-9928	66	34	business	business	NOUN
bae-9928	66	35	enterprise	enterprise	NOUN
bae-9928	66	36	,	,	PUNCT
bae-9928	66	37	private	private	ADJ
bae-9928	66	38	non	non	ADJ
bae-9928	66	39	-	-	NOUN
bae-9928	66	40	profit	profit	ADJ
bae-9928	66	41	and	and	CCONJ
bae-9928	66	42	higher	high	ADJ
bae-9928	66	43	education	education	NOUN
bae-9928	66	44	sectors	sector	NOUN
bae-9928	66	45	,	,	PUNCT
bae-9928	66	46	as	as	ADV
bae-9928	66	47	well	well	ADV
bae-9928	66	48	as	as	ADP
bae-9928	66	49	abroad4	abroad4	ADJ
bae-9928	66	50	.	.	PUNCT
bae-9928	67	1	agricultural	agricultural	ADJ
bae-9928	67	2	gerd	gerd	PROPN
bae-9928	67	3	time	time	PROPN
bae-9928	67	4	series	series	PROPN
bae-9928	67	5	are	be	AUX
bae-9928	67	6	difficult	difficult	ADJ
bae-9928	67	7	to	to	PART
bae-9928	67	8	use	use	VERB
bae-9928	67	9	in	in	ADP
bae-9928	67	10	econometric	econometric	ADJ
bae-9928	67	11	analyses	analysis	NOUN
bae-9928	67	12	,	,	PUNCT
bae-9928	67	13	as	as	SCONJ
bae-9928	67	14	data	datum	NOUN
bae-9928	67	15	are	be	AUX
bae-9928	67	16	missing	miss	VERB
bae-9928	67	17	for	for	ADP
bae-9928	67	18	several	several	ADJ
bae-9928	67	19	years	year	NOUN
bae-9928	67	20	,	,	PUNCT
bae-9928	67	21	especially	especially	ADV
bae-9928	67	22	before	before	ADP
bae-9928	67	23	1996	1996	NUM
bae-9928	67	24	,	,	PUNCT
bae-9928	67	25	and	and	CCONJ
bae-9928	67	26	several	several	ADJ
bae-9928	67	27	countries	country	NOUN
bae-9928	67	28	do	do	AUX
bae-9928	67	29	not	not	PART
bae-9928	67	30	have	have	VERB
bae-9928	67	31	any	any	DET
bae-9928	67	32	records	record	NOUN
bae-9928	67	33	to	to	PART
bae-9928	67	34	speak	speak	VERB
bae-9928	67	35	of	of	ADP
bae-9928	67	36	.	.	PUNCT
bae-9928	68	1	the	the	DET
bae-9928	68	2	use	use	NOUN
bae-9928	68	3	of	of	ADP
bae-9928	68	4	the	the	DET
bae-9928	68	5	alternative	alternative	ADJ
bae-9928	68	6	source	source	NOUN
bae-9928	68	7	,	,	PUNCT
bae-9928	68	8	gbaord	gbaord	PROPN
bae-9928	68	9	data	data	PROPN
bae-9928	68	10	,	,	PUNCT
bae-9928	68	11	as	as	ADP
bae-9928	68	12	an	an	DET
bae-9928	68	13	indicator	indicator	NOUN
bae-9928	68	14	(	(	PUNCT
bae-9928	68	15	or	or	CCONJ
bae-9928	68	16	measure	measure	NOUN
bae-9928	68	17	)	)	PUNCT
bae-9928	68	18	of	of	ADP
bae-9928	68	19	agricultural	agricultural	ADJ
bae-9928	68	20	r&d	r&d	NOUN
bae-9928	68	21	investment	investment	NOUN
bae-9928	68	22	may	may	AUX
bae-9928	68	23	hold	hold	VERB
bae-9928	68	24	only	only	ADV
bae-9928	68	25	under	under	ADP
bae-9928	68	26	the	the	DET
bae-9928	68	27	condition	condition	NOUN
bae-9928	68	28	of	of	ADP
bae-9928	68	29	considering	consider	VERB
bae-9928	68	30	solely	solely	ADV
bae-9928	68	31	public	public	ADJ
bae-9928	68	32	r&d	r&d	NOUN
bae-9928	68	33	investments	investment	NOUN
bae-9928	68	34	,	,	PUNCT
bae-9928	68	35	provided	provide	VERB
bae-9928	68	36	that	that	DET
bae-9928	68	37	gbaord	gbaord	NOUN
bae-9928	68	38	can	can	AUX
bae-9928	68	39	represent	represent	VERB
bae-9928	68	40	a	a	DET
bae-9928	68	41	reliable	reliable	ADJ
bae-9928	68	42	proxy	proxy	NOUN
bae-9928	68	43	of	of	ADP
bae-9928	68	44	gerd	gerd	NOUN
bae-9928	68	45	public	public	ADJ
bae-9928	68	46	r&d	r&d	NOUN
bae-9928	68	47	expenditures	expenditure	NOUN
bae-9928	68	48	.	.	PUNCT
bae-9928	69	1	a	a	DET
bae-9928	69	2	comparative	comparative	ADJ
bae-9928	69	3	analysis	analysis	NOUN
bae-9928	69	4	of	of	ADP
bae-9928	69	5	public	public	ADJ
bae-9928	69	6	gerd	gerd	NOUN
bae-9928	69	7	(	(	PUNCT
bae-9928	69	8	for	for	ADP
bae-9928	69	9	all	all	DET
bae-9928	69	10	fields	field	NOUN
bae-9928	69	11	of	of	ADP
bae-9928	69	12	science	science	NOUN
bae-9928	69	13	)	)	PUNCT
bae-9928	69	14	,	,	PUNCT
bae-9928	69	15	revealed	reveal	VERB
bae-9928	69	16	that	that	SCONJ
bae-9928	69	17	the	the	DET
bae-9928	69	18	difference	difference	NOUN
bae-9928	69	19	(	(	PUNCT
bae-9928	69	20	or	or	CCONJ
bae-9928	69	21	divergence	divergence	NOUN
bae-9928	69	22	)	)	PUNCT
bae-9928	69	23	,	,	PUNCT
bae-9928	69	24	in	in	ADP
bae-9928	69	25	average	average	ADJ
bae-9928	69	26	terms	term	NOUN
bae-9928	69	27	per	per	ADP
bae-9928	69	28	country	country	NOUN
bae-9928	69	29	,	,	PUNCT
bae-9928	69	30	at	at	ADP
bae-9928	69	31	the	the	DET
bae-9928	69	32	european	european	ADJ
bae-9928	69	33	level	level	NOUN
bae-9928	69	34	is	be	AUX
bae-9928	69	35	3	3	NUM
bae-9928	69	36	%	%	NOUN
bae-9928	69	37	with	with	ADP
bae-9928	69	38	respect	respect	NOUN
bae-9928	69	39	to	to	ADP
bae-9928	69	40	gbaord5	gbaord5	VERB
bae-9928	69	41	.	.	PUNCT
bae-9928	70	1	for	for	ADP
bae-9928	70	2	this	this	DET
bae-9928	70	3	reason	reason	NOUN
bae-9928	70	4	,	,	PUNCT
bae-9928	70	5	gbaord	gbaord	PROPN
bae-9928	70	6	data	datum	NOUN
bae-9928	70	7	have	have	AUX
bae-9928	70	8	been	be	AUX
bae-9928	70	9	considered	consider	VERB
bae-9928	70	10	as	as	ADP
bae-9928	70	11	a	a	DET
bae-9928	70	12	suitable	suitable	ADJ
bae-9928	70	13	proxy	proxy	NOUN
bae-9928	70	14	of	of	ADP
bae-9928	70	15	actual	actual	ADJ
bae-9928	70	16	expenditure	expenditure	NOUN
bae-9928	70	17	for	for	ADP
bae-9928	70	18	the	the	DET
bae-9928	70	19	aims	aim	NOUN
bae-9928	70	20	of	of	ADP
bae-9928	70	21	this	this	DET
bae-9928	70	22	paper	paper	NOUN
bae-9928	70	23	.	.	PUNCT
bae-9928	71	1	gbaord	gbaord	PROPN
bae-9928	71	2	data	datum	NOUN
bae-9928	71	3	are	be	AUX
bae-9928	71	4	covering	cover	VERB
bae-9928	71	5	all	all	DET
bae-9928	71	6	public	public	ADJ
bae-9928	71	7	budget	budget	NOUN
bae-9928	71	8	spending	spending	NOUN
bae-9928	71	9	related	relate	VERB
bae-9928	71	10	to	to	ADP
bae-9928	71	11	r&d	r&d	NOUN
bae-9928	71	12	and	and	CCONJ
bae-9928	71	13	are	be	AUX
bae-9928	71	14	linked	link	VERB
bae-9928	71	15	to	to	ADP
bae-9928	71	16	policy	policy	NOUN
bae-9928	71	17	issues	issue	NOUN
bae-9928	71	18	by	by	ADP
bae-9928	71	19	means	mean	NOUN
bae-9928	71	20	of	of	ADP
bae-9928	71	21	a	a	DET
bae-9928	71	22	classification	classification	NOUN
bae-9928	71	23	by	by	ADP
bae-9928	71	24	“	"	PUNCT
bae-9928	71	25	objectives	objective	NOUN
bae-9928	71	26	”	"	PUNCT
bae-9928	71	27	or	or	CCONJ
bae-9928	71	28	“	"	PUNCT
bae-9928	71	29	goals	goal	NOUN
bae-9928	71	30	”	"	PUNCT
bae-9928	71	31	.	.	PUNCT
bae-9928	72	1	programmes	programme	NOUN
bae-9928	72	2	are	be	AUX
bae-9928	72	3	allocated	allocate	VERB
bae-9928	72	4	between	between	ADP
bae-9928	72	5	socio	socio	NOUN
bae-9928	72	6	-	-	PUNCT
bae-9928	72	7	economic	economic	ADJ
bae-9928	72	8	objectives	objective	NOUN
bae-9928	72	9	on	on	ADP
bae-9928	72	10	the	the	DET
bae-9928	72	11	basis	basis	NOUN
bae-9928	72	12	of	of	ADP
bae-9928	72	13	intentions	intention	NOUN
bae-9928	72	14	at	at	ADP
bae-9928	72	15	the	the	DET
bae-9928	72	16	time	time	NOUN
bae-9928	72	17	the	the	DET
bae-9928	72	18	funds	fund	NOUN
bae-9928	72	19	are	be	AUX
bae-9928	72	20	committed	commit	VERB
bae-9928	72	21	and	and	CCONJ
bae-9928	72	22	not	not	PART
bae-9928	72	23	the	the	DET
bae-9928	72	24	actual	actual	ADJ
bae-9928	72	25	content	content	NOUN
bae-9928	72	26	of	of	ADP
bae-9928	72	27	the	the	DET
bae-9928	72	28	projects	project	NOUN
bae-9928	72	29	concerned	concern	VERB
bae-9928	72	30	.	.	PUNCT
bae-9928	73	1	these	these	DET
bae-9928	73	2	breakdowns	breakdown	NOUN
bae-9928	73	3	reflect	reflect	VERB
bae-9928	73	4	policies	policy	NOUN
bae-9928	73	5	at	at	ADP
bae-9928	73	6	a	a	DET
bae-9928	73	7	given	give	VERB
bae-9928	73	8	3	3	NUM
bae-9928	73	9	since	since	SCONJ
bae-9928	73	10	2019	2019	NUM
bae-9928	73	11	,	,	PUNCT
bae-9928	73	12	gbaord	gbaord	NOUN
bae-9928	73	13	are	be	AUX
bae-9928	73	14	renamed	rename	VERB
bae-9928	73	15	gbard	gbard	NOUN
bae-9928	73	16	:	:	PUNCT
bae-9928	73	17	government	government	NOUN
bae-9928	73	18	budget	budget	NOUN
bae-9928	73	19	allocations	allocation	NOUN
bae-9928	73	20	for	for	ADP
bae-9928	73	21	r&d	r&d	NOUN
bae-9928	73	22	4	4	NUM
bae-9928	73	23	this	this	PRON
bae-9928	73	24	and	and	CCONJ
bae-9928	73	25	further	further	ADJ
bae-9928	73	26	methodological	methodological	ADJ
bae-9928	73	27	information	information	NOUN
bae-9928	73	28	can	can	AUX
bae-9928	73	29	be	be	AUX
bae-9928	73	30	found	find	VERB
bae-9928	73	31	in	in	ADP
bae-9928	73	32	the	the	DET
bae-9928	73	33	revised	revise	VERB
bae-9928	73	34	version	version	NOUN
bae-9928	73	35	of	of	ADP
bae-9928	73	36	the	the	DET
bae-9928	73	37	frascati	frascati	PROPN
bae-9928	73	38	manual	manual	NOUN
bae-9928	73	39	,	,	PUNCT
bae-9928	73	40	oecd	oecd	PROPN
bae-9928	73	41	2002	2002	NUM
bae-9928	73	42	.	.	PUNCT
bae-9928	74	1	5	5	NUM
bae-9928	74	2	for	for	ADP
bae-9928	74	3	a	a	DET
bae-9928	74	4	wider	wide	ADJ
bae-9928	74	5	and	and	CCONJ
bae-9928	74	6	more	more	ADV
bae-9928	74	7	comprehensive	comprehensive	ADJ
bae-9928	74	8	description	description	NOUN
bae-9928	74	9	of	of	ADP
bae-9928	74	10	gerd	gerd	NOUN
bae-9928	74	11	and	and	CCONJ
bae-9928	74	12	gbaord	gbaord	PROPN
bae-9928	74	13	data	data	PROPN
bae-9928	74	14	,	,	PUNCT
bae-9928	74	15	see	see	VERB
bae-9928	74	16	the	the	DET
bae-9928	74	17	deliverable	deliverable	ADJ
bae-9928	74	18	4.1	4.1	NUM
bae-9928	74	19	of	of	ADP
bae-9928	74	20	impresa	impresa	PROPN
bae-9928	74	21	project	project	NOUN
bae-9928	74	22	,	,	PUNCT
bae-9928	74	23	downloadable	downloadable	ADJ
bae-9928	74	24	at	at	ADP
bae-9928	74	25	:	:	PUNCT
bae-9928	74	26	http://www.impresa-project.eu/home.html	http://www.impresa-project.eu/home.html	NUM
bae-9928	74	27	76	76	NUM
bae-9928	74	28	bio	bio	ADV
bae-9928	74	29	-	-	PUNCT
bae-9928	74	30	based	base	VERB
bae-9928	74	31	and	and	CCONJ
bae-9928	74	32	applied	apply	VERB
bae-9928	74	33	economics	economic	NOUN
bae-9928	74	34	10(1	10(1	NUM
bae-9928	74	35	):	):	PUNCT
bae-9928	74	36	76	76	NUM
bae-9928	74	37	-	-	SYM
bae-9928	74	38	86	86	NUM
bae-9928	74	39	,	,	PUNCT
bae-9928	74	40	2021	2021	NUM
bae-9928	74	41	|	|	ADV
bae-9928	74	42	e	e	NOUN
bae-9928	74	43	-	-	PROPN
bae-9928	74	44	issn	issn	VERB
bae-9928	74	45	2280	2280	NUM
bae-9928	74	46	-	-	SYM
bae-9928	74	47	6172	6172	NUM
bae-9928	74	48	|	|	ADV
bae-9928	74	49	doi	doi	NOUN
bae-9928	74	50	:	:	PUNCT
bae-9928	74	51	10.36253	10.36253	NUM
bae-9928	74	52	/	/	SYM
bae-9928	74	53	bae-9928	bae-9928	PROPN
bae-9928	74	54	michele	michele	PROPN
bae-9928	74	55	vollaro	vollaro	PROPN
bae-9928	74	56	,	,	PUNCT
bae-9928	74	57	meri	meri	PROPN
bae-9928	74	58	raggi	raggi	PROPN
bae-9928	74	59	,	,	PUNCT
bae-9928	74	60	davide	davide	PROPN
bae-9928	74	61	viaggi	viaggi	PROPN
bae-9928	74	62	moment	moment	NOUN
bae-9928	74	63	in	in	ADP
bae-9928	74	64	time	time	NOUN
bae-9928	74	65	.	.	PUNCT
bae-9928	75	1	gbaord	gbaord	PROPN
bae-9928	75	2	data	datum	NOUN
bae-9928	75	3	are	be	AUX
bae-9928	75	4	organized	organize	VERB
bae-9928	75	5	according	accord	VERB
bae-9928	75	6	to	to	ADP
bae-9928	75	7	nabs	nab	NOUN
bae-9928	75	8	.	.	PUNCT
bae-9928	76	1	gbaord	gbaord	PROPN
bae-9928	76	2	data	data	PROPN
bae-9928	76	3	from	from	ADP
bae-9928	76	4	1980	1980	NUM
bae-9928	76	5	to	to	ADP
bae-9928	76	6	2007	2007	NUM
bae-9928	76	7	on	on	ADP
bae-9928	76	8	agricultural	agricultural	ADJ
bae-9928	76	9	production	production	NOUN
bae-9928	76	10	and	and	CCONJ
bae-9928	76	11	technology	technology	NOUN
bae-9928	76	12	are	be	AUX
bae-9928	76	13	collected	collect	VERB
bae-9928	76	14	according	accord	VERB
bae-9928	76	15	to	to	ADP
bae-9928	76	16	nabs	nab	VERB
bae-9928	76	17	92	92	NUM
bae-9928	76	18	chapters	chapter	NOUN
bae-9928	76	19	and	and	CCONJ
bae-9928	76	20	sub	sub	NOUN
bae-9928	76	21	-	-	NOUN
bae-9928	76	22	chapters	chapter	NOUN
bae-9928	76	23	:	:	PUNCT
bae-9928	76	24	•	•	NUM
bae-9928	76	25	general	general	ADJ
bae-9928	76	26	research	research	NOUN
bae-9928	76	27	:	:	PUNCT
bae-9928	76	28	fishing	fishing	NOUN
bae-9928	76	29	and	and	CCONJ
bae-9928	76	30	fish	fish	NOUN
bae-9928	76	31	-	-	PUNCT
bae-9928	76	32	farming	farming	NOUN
bae-9928	76	33	;	;	PUNCT
bae-9928	76	34	crops	crop	NOUN
bae-9928	76	35	;	;	PUNCT
bae-9928	76	36	forestry	forestry	NOUN
bae-9928	76	37	and	and	CCONJ
bae-9928	76	38	timber	timber	NOUN
bae-9928	76	39	production	production	NOUN
bae-9928	76	40	;	;	PUNCT
bae-9928	76	41	•	•	NUM
bae-9928	76	42	animal	animal	NOUN
bae-9928	76	43	product	product	NOUN
bae-9928	76	44	:	:	PUNCT
bae-9928	76	45	veterinary	veterinary	ADJ
bae-9928	76	46	medicine	medicine	NOUN
bae-9928	76	47	;	;	PUNCT
bae-9928	76	48	•	•	NUM
bae-9928	76	49	food	food	NOUN
bae-9928	76	50	technology	technology	NOUN
bae-9928	76	51	;	;	PUNCT
bae-9928	76	52	•	•	NUM
bae-9928	76	53	other	other	ADJ
bae-9928	76	54	research	research	NOUN
bae-9928	76	55	on	on	ADP
bae-9928	76	56	agricultural	agricultural	ADJ
bae-9928	76	57	production	production	NOUN
bae-9928	76	58	and	and	CCONJ
bae-9928	76	59	technology	technology	NOUN
bae-9928	76	60	.	.	PUNCT
bae-9928	77	1	gbaord	gbaord	PROPN
bae-9928	77	2	data	data	PROPN
bae-9928	77	3	since	since	SCONJ
bae-9928	77	4	2008	2008	NUM
bae-9928	77	5	on	on	ADP
bae-9928	77	6	agriculture	agriculture	NOUN
bae-9928	77	7	are	be	AUX
bae-9928	77	8	collected	collect	VERB
bae-9928	77	9	according	accord	VERB
bae-9928	77	10	to	to	ADP
bae-9928	77	11	the	the	DET
bae-9928	77	12	nabs	nab	NOUN
bae-9928	77	13	07	07	NUM
bae-9928	77	14	unique	unique	ADJ
bae-9928	77	15	chapter	chapter	NOUN
bae-9928	77	16	agriculture	agriculture	NOUN
bae-9928	77	17	,	,	PUNCT
bae-9928	77	18	which	which	PRON
bae-9928	77	19	de	de	X
bae-9928	77	20	facto	facto	X
bae-9928	77	21	aggregate	aggregate	VERB
bae-9928	77	22	the	the	DET
bae-9928	77	23	sub	sub	NOUN
bae-9928	77	24	-	-	NOUN
bae-9928	77	25	chapters	chapter	NOUN
bae-9928	77	26	listed	list	VERB
bae-9928	77	27	under	under	ADP
bae-9928	77	28	nabs	nab	NOUN
bae-9928	77	29	92	92	NUM
bae-9928	77	30	.	.	PUNCT
bae-9928	78	1	for	for	ADP
bae-9928	78	2	agriculture	agriculture	NOUN
bae-9928	78	3	,	,	PUNCT
bae-9928	78	4	gbaord	gbaord	PROPN
bae-9928	78	5	data	datum	NOUN
bae-9928	78	6	collected	collect	VERB
bae-9928	78	7	according	accord	VERB
bae-9928	78	8	to	to	ADP
bae-9928	78	9	nabs	nab	NOUN
bae-9928	78	10	92	92	NUM
bae-9928	78	11	are	be	AUX
bae-9928	78	12	available	available	ADJ
bae-9928	78	13	for	for	ADP
bae-9928	78	14	chapters	chapter	NOUN
bae-9928	78	15	and	and	CCONJ
bae-9928	78	16	sub	sub	NOUN
bae-9928	78	17	-	-	NOUN
bae-9928	78	18	chapters	chapter	NOUN
bae-9928	78	19	,	,	PUNCT
bae-9928	78	20	while	while	SCONJ
bae-9928	78	21	gbaord	gbaord	PROPN
bae-9928	78	22	data	datum	NOUN
bae-9928	78	23	collected	collect	VERB
bae-9928	78	24	according	accord	VERB
bae-9928	78	25	to	to	ADP
bae-9928	78	26	nabs	nab	NOUN
bae-9928	78	27	07	07	NUM
bae-9928	78	28	are	be	AUX
bae-9928	78	29	available	available	ADJ
bae-9928	78	30	for	for	ADP
bae-9928	78	31	the	the	DET
bae-9928	78	32	unique	unique	ADJ
bae-9928	78	33	chapter6	chapter6	NOUN
bae-9928	78	34	.	.	PUNCT
bae-9928	79	1	agricultural	agricultural	ADJ
bae-9928	79	2	productivity	productivity	NOUN
bae-9928	79	3	series	series	NOUN
bae-9928	79	4	are	be	AUX
bae-9928	79	5	available	available	ADJ
bae-9928	79	6	from	from	ADP
bae-9928	79	7	usda	usda	NOUN
bae-9928	79	8	in	in	ADP
bae-9928	79	9	terms	term	NOUN
bae-9928	79	10	of	of	ADP
bae-9928	79	11	tfp	tfp	PROPN
bae-9928	79	12	,	,	PUNCT
bae-9928	79	13	computed	compute	VERB
bae-9928	79	14	upon	upon	SCONJ
bae-9928	79	15	agricultural	agricultural	ADJ
bae-9928	79	16	input	input	NOUN
bae-9928	79	17	and	and	CCONJ
bae-9928	79	18	production	production	NOUN
bae-9928	79	19	data	datum	NOUN
bae-9928	79	20	,	,	PUNCT
bae-9928	79	21	available	available	ADJ
bae-9928	79	22	from	from	ADP
bae-9928	79	23	faostat	faostat	PROPN
bae-9928	79	24	,	,	PUNCT
bae-9928	79	25	over	over	ADP
bae-9928	79	26	the	the	DET
bae-9928	79	27	period	period	NOUN
bae-9928	79	28	1961	1961	NUM
bae-9928	79	29	-	-	SYM
bae-9928	79	30	2010	2010	NUM
bae-9928	79	31	for	for	ADP
bae-9928	79	32	all	all	DET
bae-9928	79	33	countries	country	NOUN
bae-9928	79	34	worldwide	worldwide	ADV
bae-9928	79	35	.	.	PUNCT
bae-9928	80	1	another	another	DET
bae-9928	80	2	series	series	NOUN
bae-9928	80	3	of	of	ADP
bae-9928	80	4	agricultural	agricultural	ADJ
bae-9928	80	5	tfp	tfp	PROPN
bae-9928	80	6	is	be	AUX
bae-9928	80	7	available	available	ADJ
bae-9928	80	8	from	from	ADP
bae-9928	80	9	the	the	DET
bae-9928	80	10	klems	klems	PROPN
bae-9928	80	11	project	project	NOUN
bae-9928	80	12	(	(	PUNCT
bae-9928	80	13	2016	2016	NUM
bae-9928	80	14	)	)	PUNCT
bae-9928	80	15	,	,	PUNCT
bae-9928	80	16	but	but	CCONJ
bae-9928	80	17	these	these	PRON
bae-9928	80	18	differ	differ	VERB
bae-9928	80	19	from	from	ADP
bae-9928	80	20	the	the	DET
bae-9928	80	21	ones	one	NOUN
bae-9928	80	22	computed	compute	VERB
bae-9928	80	23	by	by	ADP
bae-9928	80	24	the	the	DET
bae-9928	80	25	usda	usda	NOUN
bae-9928	80	26	because	because	SCONJ
bae-9928	80	27	they	they	PRON
bae-9928	80	28	take	take	VERB
bae-9928	80	29	into	into	ADP
bae-9928	80	30	consideration	consideration	NOUN
bae-9928	80	31	improvement	improvement	NOUN
bae-9928	80	32	in	in	ADP
bae-9928	80	33	qualitative	qualitative	ADJ
bae-9928	80	34	aspects	aspect	NOUN
bae-9928	80	35	of	of	ADP
bae-9928	80	36	both	both	DET
bae-9928	80	37	agricultural	agricultural	ADJ
bae-9928	80	38	products	product	NOUN
bae-9928	80	39	and	and	CCONJ
bae-9928	80	40	inputs	input	NOUN
bae-9928	80	41	.	.	PUNCT
bae-9928	81	1	even	even	ADV
bae-9928	81	2	if	if	SCONJ
bae-9928	81	3	they	they	PRON
bae-9928	81	4	are	be	AUX
bae-9928	81	5	apparently	apparently	ADV
bae-9928	81	6	an	an	DET
bae-9928	81	7	attractive	attractive	ADJ
bae-9928	81	8	data	datum	NOUN
bae-9928	81	9	source	source	NOUN
bae-9928	81	10	for	for	ADP
bae-9928	81	11	econometric	econometric	ADJ
bae-9928	81	12	analysis	analysis	NOUN
bae-9928	81	13	,	,	PUNCT
bae-9928	81	14	in	in	ADP
bae-9928	81	15	light	light	NOUN
bae-9928	81	16	of	of	ADP
bae-9928	81	17	inclusive	inclusive	NOUN
bae-9928	81	18	of	of	ADP
bae-9928	81	19	qualitative	qualitative	ADJ
bae-9928	81	20	attributes	attribute	NOUN
bae-9928	81	21	,	,	PUNCT
bae-9928	81	22	the	the	DET
bae-9928	81	23	limited	limited	ADJ
bae-9928	81	24	series	series	NOUN
bae-9928	81	25	availability	availability	NOUN
bae-9928	81	26	for	for	ADP
bae-9928	81	27	several	several	ADJ
bae-9928	81	28	european	european	ADJ
bae-9928	81	29	countries	country	NOUN
bae-9928	81	30	and	and	CCONJ
bae-9928	81	31	the	the	DET
bae-9928	81	32	indexation	indexation	NOUN
bae-9928	81	33	1995=100	1995=100	NUM
bae-9928	81	34	do	do	AUX
bae-9928	81	35	not	not	PART
bae-9928	81	36	allow	allow	VERB
bae-9928	81	37	for	for	SCONJ
bae-9928	81	38	klems	klem	NOUN
bae-9928	81	39	data	datum	NOUN
bae-9928	81	40	to	to	PART
bae-9928	81	41	be	be	AUX
bae-9928	81	42	suitable	suitable	ADJ
bae-9928	81	43	for	for	ADP
bae-9928	81	44	quantitative	quantitative	ADJ
bae-9928	81	45	analysis7	analysis7	PROPN
bae-9928	81	46	.	.	PUNCT
bae-9928	82	1	based	base	VERB
bae-9928	82	2	on	on	ADP
bae-9928	82	3	this	this	PRON
bae-9928	82	4	,	,	PUNCT
bae-9928	82	5	tfp	tfp	PROPN
bae-9928	82	6	series	series	PROPN
bae-9928	82	7	from	from	ADP
bae-9928	82	8	usda	usda	NOUN
bae-9928	82	9	have	have	AUX
bae-9928	82	10	been	be	AUX
bae-9928	82	11	preferred	prefer	VERB
bae-9928	82	12	as	as	ADP
bae-9928	82	13	productivity	productivity	NOUN
bae-9928	82	14	measures	measure	NOUN
bae-9928	82	15	to	to	PART
bae-9928	82	16	be	be	AUX
bae-9928	82	17	employed	employ	VERB
bae-9928	82	18	in	in	ADP
bae-9928	82	19	the	the	DET
bae-9928	82	20	present	present	ADJ
bae-9928	82	21	study	study	NOUN
bae-9928	82	22	as	as	SCONJ
bae-9928	82	23	the	the	DET
bae-9928	82	24	data	datum	NOUN
bae-9928	82	25	are	be	AUX
bae-9928	82	26	complete	complete	ADJ
bae-9928	82	27	and	and	CCONJ
bae-9928	82	28	available	available	ADJ
bae-9928	82	29	for	for	ADP
bae-9928	82	30	all	all	DET
bae-9928	82	31	european	european	ADJ
bae-9928	82	32	countries	country	NOUN
bae-9928	82	33	and	and	CCONJ
bae-9928	82	34	the	the	DET
bae-9928	82	35	reference	reference	NOUN
bae-9928	82	36	value	value	NOUN
bae-9928	82	37	100	100	NUM
bae-9928	82	38	is	be	AUX
bae-9928	82	39	set	set	VERB
bae-9928	82	40	in	in	ADP
bae-9928	82	41	1961	1961	NUM
bae-9928	82	42	(	(	PUNCT
bae-9928	82	43	out	out	ADP
bae-9928	82	44	of	of	ADP
bae-9928	82	45	the	the	DET
bae-9928	82	46	observed	observed	ADJ
bae-9928	82	47	period8	period8	NOUN
bae-9928	82	48	)	)	PUNCT
bae-9928	82	49	.	.	PUNCT
bae-9928	83	1	gbaord	gbaord	PROPN
bae-9928	83	2	data	datum	NOUN
bae-9928	83	3	on	on	ADP
bae-9928	83	4	agricultural	agricultural	ADJ
bae-9928	83	5	r&d	r&d	NOUN
bae-9928	83	6	expenditures	expenditure	NOUN
bae-9928	83	7	have	have	AUX
bae-9928	83	8	been	be	AUX
bae-9928	83	9	selected	select	VERB
bae-9928	83	10	from	from	ADP
bae-9928	83	11	the	the	DET
bae-9928	83	12	oecd	oecd	PROPN
bae-9928	83	13	database	database	NOUN
bae-9928	83	14	because	because	SCONJ
bae-9928	83	15	6	6	NUM
bae-9928	83	16	for	for	ADP
bae-9928	83	17	further	further	ADJ
bae-9928	83	18	details	detail	NOUN
bae-9928	83	19	,	,	PUNCT
bae-9928	83	20	please	please	INTJ
bae-9928	83	21	refer	refer	VERB
bae-9928	83	22	to	to	ADP
bae-9928	83	23	ramon	ramon	NOUN
bae-9928	83	24	–	–	PUNCT
bae-9928	83	25	reference	reference	NOUN
bae-9928	83	26	and	and	CCONJ
bae-9928	83	27	management	management	NOUN
bae-9928	83	28	of	of	ADP
bae-9928	83	29	nomenclatures	nomenclature	NOUN
bae-9928	83	30	provided	provide	VERB
bae-9928	83	31	by	by	ADP
bae-9928	83	32	eurostat	eurostat	PROPN
bae-9928	83	33	.	.	PUNCT
bae-9928	83	34	7	7	NUM
bae-9928	83	35	despite	despite	SCONJ
bae-9928	83	36	this	this	PRON
bae-9928	83	37	,	,	PUNCT
bae-9928	83	38	a	a	DET
bae-9928	83	39	comparability	comparability	NOUN
bae-9928	83	40	test	test	NOUN
bae-9928	83	41	has	have	AUX
bae-9928	83	42	been	be	AUX
bae-9928	83	43	performed	perform	VERB
bae-9928	83	44	on	on	ADP
bae-9928	83	45	both	both	DET
bae-9928	83	46	datasets	dataset	NOUN
bae-9928	83	47	to	to	PART
bae-9928	83	48	check	check	VERB
bae-9928	83	49	potential	potential	ADJ
bae-9928	83	50	longitudinal	longitudinal	ADJ
bae-9928	83	51	differences	difference	NOUN
bae-9928	83	52	.	.	PUNCT
bae-9928	84	1	to	to	PART
bae-9928	84	2	make	make	VERB
bae-9928	84	3	both	both	DET
bae-9928	84	4	series	series	NOUN
bae-9928	84	5	comparable	comparable	ADJ
bae-9928	84	6	,	,	PUNCT
bae-9928	84	7	the	the	DET
bae-9928	84	8	data	datum	NOUN
bae-9928	84	9	have	have	AUX
bae-9928	84	10	been	be	AUX
bae-9928	84	11	transformed	transform	VERB
bae-9928	84	12	in	in	ADP
bae-9928	84	13	growth	growth	NOUN
bae-9928	84	14	terms	term	NOUN
bae-9928	84	15	with	with	ADP
bae-9928	84	16	respect	respect	NOUN
bae-9928	84	17	to	to	ADP
bae-9928	84	18	the	the	DET
bae-9928	84	19	fix	fix	NOUN
bae-9928	84	20	year	year	NOUN
bae-9928	84	21	1980	1980	NUM
bae-9928	84	22	.	.	PUNCT
bae-9928	85	1	the	the	DET
bae-9928	85	2	equality	equality	NOUN
bae-9928	85	3	(	(	PUNCT
bae-9928	85	4	t	t	NOUN
bae-9928	85	5	-	-	PUNCT
bae-9928	85	6	test	test	NOUN
bae-9928	85	7	)	)	PUNCT
bae-9928	85	8	test	test	NOUN
bae-9928	85	9	reveals	reveal	VERB
bae-9928	85	10	that	that	SCONJ
bae-9928	85	11	the	the	DET
bae-9928	85	12	time	time	NOUN
bae-9928	85	13	-	-	PUNCT
bae-9928	85	14	series	series	NOUN
bae-9928	85	15	are	be	AUX
bae-9928	85	16	different	different	ADJ
bae-9928	85	17	in	in	ADP
bae-9928	85	18	terms	term	NOUN
bae-9928	85	19	of	of	ADP
bae-9928	85	20	growth	growth	NOUN
bae-9928	85	21	trends	trend	NOUN
bae-9928	85	22	.	.	PUNCT
bae-9928	86	1	8	8	NUM
bae-9928	86	2	for	for	ADP
bae-9928	86	3	more	more	ADJ
bae-9928	86	4	details	detail	NOUN
bae-9928	86	5	about	about	ADP
bae-9928	86	6	the	the	DET
bae-9928	86	7	computational	computational	ADJ
bae-9928	86	8	methodology	methodology	NOUN
bae-9928	86	9	,	,	PUNCT
bae-9928	86	10	visit	visit	VERB
bae-9928	86	11	the	the	DET
bae-9928	86	12	usda	usda	NOUN
bae-9928	86	13	website	website	NOUN
bae-9928	86	14	:	:	PUNCT
bae-9928	86	15	https://www.ers.usda.gov	https://www.ers.usda.gov	NOUN
bae-9928	86	16	/	/	SYM
bae-9928	86	17	data	data	NOUN
bae-9928	86	18	-	-	PUNCT
bae-9928	86	19	products	product	NOUN
bae-9928	86	20	/	/	SYM
bae-9928	86	21	international	international	ADJ
bae-9928	86	22	-	-	PUNCT
bae-9928	86	23	agricultural	agricultural	ADJ
bae-9928	86	24	-	-	PUNCT
bae-9928	86	25	productivity	productivity	NOUN
bae-9928	86	26	/	/	SYM
bae-9928	86	27	documentation	documentation	NOUN
bae-9928	86	28	-	-	PUNCT
bae-9928	86	29	and	and	CCONJ
bae-9928	86	30	-	-	PUNCT
bae-9928	86	31	methods/	methods/	NUM
bae-9928	86	32	.	.	PUNCT
bae-9928	87	1	they	they	PRON
bae-9928	87	2	are	be	AUX
bae-9928	87	3	measured	measure	VERB
bae-9928	87	4	in	in	ADP
bae-9928	87	5	usd	usd	NOUN
bae-9928	87	6	and	and	CCONJ
bae-9928	87	7	,	,	PUNCT
bae-9928	87	8	for	for	ADP
bae-9928	87	9	this	this	DET
bae-9928	87	10	reason	reason	NOUN
bae-9928	87	11	,	,	PUNCT
bae-9928	87	12	comparable	comparable	ADJ
bae-9928	87	13	to	to	ADP
bae-9928	87	14	the	the	DET
bae-9928	87	15	production	production	NOUN
bae-9928	87	16	measures	measure	NOUN
bae-9928	87	17	provided	provide	VERB
bae-9928	87	18	by	by	ADP
bae-9928	87	19	faostat	faostat	NOUN
bae-9928	87	20	and	and	CCONJ
bae-9928	87	21	,	,	PUNCT
bae-9928	87	22	in	in	ADP
bae-9928	87	23	turn	turn	NOUN
bae-9928	87	24	,	,	PUNCT
bae-9928	87	25	to	to	ADP
bae-9928	87	26	tfp	tfp	PROPN
bae-9928	87	27	measure	measure	NOUN
bae-9928	87	28	provided	provide	VERB
bae-9928	87	29	by	by	ADP
bae-9928	87	30	usda	usda	NOUN
bae-9928	87	31	.	.	PUNCT
bae-9928	88	1	the	the	DET
bae-9928	88	2	following	follow	VERB
bae-9928	88	3	16	16	NUM
bae-9928	88	4	countries	country	NOUN
bae-9928	88	5	provide	provide	VERB
bae-9928	88	6	for	for	ADP
bae-9928	88	7	the	the	DET
bae-9928	88	8	most	most	ADV
bae-9928	88	9	complete	complete	ADJ
bae-9928	88	10	series	series	NOUN
bae-9928	88	11	of	of	ADP
bae-9928	88	12	agricultural	agricultural	ADJ
bae-9928	88	13	gbaord	gbaord	NOUN
bae-9928	88	14	and	and	CCONJ
bae-9928	88	15	,	,	PUNCT
bae-9928	88	16	hence	hence	ADV
bae-9928	88	17	,	,	PUNCT
bae-9928	88	18	have	have	AUX
bae-9928	88	19	been	be	AUX
bae-9928	88	20	selected	select	VERB
bae-9928	88	21	for	for	ADP
bae-9928	88	22	the	the	DET
bae-9928	88	23	aims	aim	NOUN
bae-9928	88	24	of	of	ADP
bae-9928	88	25	the	the	DET
bae-9928	88	26	present	present	ADJ
bae-9928	88	27	study	study	NOUN
bae-9928	88	28	:	:	PUNCT
bae-9928	88	29	austria	austria	PROPN
bae-9928	88	30	(	(	PUNCT
bae-9928	88	31	at	at	ADP
bae-9928	88	32	)	)	PUNCT
bae-9928	88	33	,	,	PUNCT
bae-9928	88	34	belgium	belgium	NOUN
bae-9928	88	35	(	(	PUNCT
bae-9928	88	36	be	be	AUX
bae-9928	88	37	)	)	PUNCT
bae-9928	88	38	,	,	PUNCT
bae-9928	88	39	denmark	denmark	NOUN
bae-9928	88	40	(	(	PUNCT
bae-9928	88	41	dk	dk	PROPN
bae-9928	88	42	)	)	PUNCT
bae-9928	88	43	,	,	PUNCT
bae-9928	88	44	finland	finland	PROPN
bae-9928	88	45	(	(	PUNCT
bae-9928	88	46	fi	fi	NOUN
bae-9928	88	47	)	)	PUNCT
bae-9928	88	48	,	,	PUNCT
bae-9928	88	49	france	france	PROPN
bae-9928	88	50	(	(	PUNCT
bae-9928	88	51	fr	fr	PROPN
bae-9928	88	52	)	)	PUNCT
bae-9928	88	53	,	,	PUNCT
bae-9928	88	54	germany	germany	PROPN
bae-9928	88	55	(	(	PUNCT
bae-9928	88	56	de	de	PROPN
bae-9928	88	57	)	)	PUNCT
bae-9928	88	58	,	,	PUNCT
bae-9928	88	59	greece	greece	PROPN
bae-9928	88	60	(	(	PUNCT
bae-9928	88	61	el	el	PROPN
bae-9928	88	62	)	)	PUNCT
bae-9928	88	63	,	,	PUNCT
bae-9928	88	64	ireland	ireland	PROPN
bae-9928	88	65	(	(	PUNCT
bae-9928	88	66	ie	ie	X
bae-9928	88	67	)	)	PUNCT
bae-9928	88	68	,	,	PUNCT
bae-9928	88	69	italy	italy	PROPN
bae-9928	88	70	(	(	PUNCT
bae-9928	88	71	it	it	PRON
bae-9928	88	72	)	)	PUNCT
bae-9928	88	73	,	,	PUNCT
bae-9928	88	74	the	the	DET
bae-9928	88	75	netherlands	netherlands	PROPN
bae-9928	88	76	(	(	PUNCT
bae-9928	88	77	nl	nl	PROPN
bae-9928	88	78	)	)	PUNCT
bae-9928	88	79	,	,	PUNCT
bae-9928	88	80	norway	norway	PROPN
bae-9928	88	81	(	(	PUNCT
bae-9928	88	82	no	no	NOUN
bae-9928	88	83	)	)	PUNCT
bae-9928	88	84	,	,	PUNCT
bae-9928	88	85	portugal	portugal	PROPN
bae-9928	88	86	(	(	PUNCT
bae-9928	88	87	pt	pt	PROPN
bae-9928	88	88	)	)	PUNCT
bae-9928	88	89	,	,	PUNCT
bae-9928	88	90	spain	spain	PROPN
bae-9928	88	91	(	(	PUNCT
bae-9928	88	92	es	es	NOUN
bae-9928	88	93	)	)	PUNCT
bae-9928	88	94	,	,	PUNCT
bae-9928	88	95	sweden	sweden	PROPN
bae-9928	88	96	(	(	PUNCT
bae-9928	88	97	se	se	ADJ
bae-9928	88	98	)	)	PUNCT
bae-9928	88	99	,	,	PUNCT
bae-9928	88	100	switzerland	switzerland	PROPN
bae-9928	88	101	(	(	PUNCT
bae-9928	88	102	ch	ch	NOUN
bae-9928	88	103	)	)	PUNCT
bae-9928	88	104	,	,	PUNCT
bae-9928	88	105	and	and	CCONJ
bae-9928	88	106	the	the	DET
bae-9928	88	107	united	united	ADJ
bae-9928	88	108	kingdom	kingdom	PROPN
bae-9928	88	109	(	(	PUNCT
bae-9928	88	110	uk	uk	PROPN
bae-9928	88	111	)	)	PUNCT
bae-9928	88	112	.	.	PUNCT
bae-9928	89	1	for	for	ADP
bae-9928	89	2	statistical	statistical	ADJ
bae-9928	89	3	and	and	CCONJ
bae-9928	89	4	analytical	analytical	ADJ
bae-9928	89	5	purposes	purpose	NOUN
bae-9928	89	6	,	,	PUNCT
bae-9928	89	7	the	the	DET
bae-9928	89	8	selected	select	VERB
bae-9928	89	9	countries	country	NOUN
bae-9928	89	10	guarantee	guarantee	VERB
bae-9928	89	11	a	a	DET
bae-9928	89	12	rather	rather	ADV
bae-9928	89	13	good	good	ADJ
bae-9928	89	14	representativeness	representativeness	NOUN
bae-9928	89	15	of	of	ADP
bae-9928	89	16	europe	europe	PROPN
bae-9928	89	17	,	,	PUNCT
bae-9928	89	18	in	in	ADP
bae-9928	89	19	particular	particular	ADJ
bae-9928	89	20	because	because	SCONJ
bae-9928	89	21	of	of	ADP
bae-9928	89	22	the	the	DET
bae-9928	89	23	presence	presence	NOUN
bae-9928	89	24	in	in	ADP
bae-9928	89	25	the	the	DET
bae-9928	89	26	sample	sample	NOUN
bae-9928	89	27	of	of	ADP
bae-9928	89	28	nordic	nordic	ADJ
bae-9928	89	29	,	,	PUNCT
bae-9928	89	30	continental	continental	ADJ
bae-9928	89	31	and	and	CCONJ
bae-9928	89	32	mediterranean	mediterranean	PROPN
bae-9928	89	33	countries	country	NOUN
bae-9928	89	34	.	.	PUNCT
bae-9928	90	1	complete	complete	ADJ
bae-9928	90	2	series	series	NOUN
bae-9928	90	3	of	of	ADP
bae-9928	90	4	agricultural	agricultural	ADJ
bae-9928	90	5	gbaord	gbaord	NOUN
bae-9928	90	6	are	be	AUX
bae-9928	90	7	available	available	ADJ
bae-9928	90	8	starting	start	VERB
bae-9928	90	9	from	from	ADP
bae-9928	90	10	1981	1981	NUM
bae-9928	90	11	to	to	ADP
bae-9928	90	12	2013	2013	NUM
bae-9928	90	13	.	.	PUNCT
bae-9928	91	1	however	however	ADV
bae-9928	91	2	,	,	PUNCT
bae-9928	91	3	in	in	ADP
bae-9928	91	4	order	order	NOUN
bae-9928	91	5	to	to	PART
bae-9928	91	6	align	align	VERB
bae-9928	91	7	them	they	PRON
bae-9928	91	8	with	with	ADP
bae-9928	91	9	usda	usda	PROPN
bae-9928	91	10	productivity	productivity	NOUN
bae-9928	91	11	series	series	PROPN
bae-9928	91	12	,	,	PUNCT
bae-9928	91	13	the	the	DET
bae-9928	91	14	time	time	NOUN
bae-9928	91	15	series	series	NOUN
bae-9928	91	16	are	be	AUX
bae-9928	91	17	intentionally	intentionally	ADV
bae-9928	91	18	selected	select	VERB
bae-9928	91	19	up	up	ADP
bae-9928	91	20	to	to	ADP
bae-9928	91	21	2010	2010	NUM
bae-9928	91	22	.	.	PUNCT
bae-9928	92	1	table	table	NOUN
bae-9928	92	2	1	1	NUM
bae-9928	92	3	shows	show	VERB
bae-9928	92	4	that	that	SCONJ
bae-9928	92	5	only	only	ADV
bae-9928	92	6	six	six	NUM
bae-9928	92	7	out	out	ADP
bae-9928	92	8	of	of	ADP
bae-9928	92	9	sixteen	sixteen	NUM
bae-9928	92	10	countries	country	NOUN
bae-9928	92	11	–	–	PUNCT
bae-9928	92	12	fr	fr	ADV
bae-9928	92	13	,	,	PUNCT
bae-9928	92	14	de	de	X
bae-9928	92	15	,	,	PUNCT
bae-9928	92	16	it	it	PRON
bae-9928	92	17	,	,	PUNCT
bae-9928	92	18	nl	nl	PROPN
bae-9928	92	19	,	,	PUNCT
bae-9928	92	20	es	es	NOUN
bae-9928	92	21	and	and	CCONJ
bae-9928	92	22	uk	uk	PROPN
bae-9928	92	23	–	–	PUNCT
bae-9928	92	24	record	record	NOUN
bae-9928	92	25	average	average	ADJ
bae-9928	92	26	agricultural	agricultural	ADJ
bae-9928	92	27	gbaord	gbaord	NOUN
bae-9928	92	28	values	value	NOUN
bae-9928	92	29	largely	largely	ADV
bae-9928	92	30	over	over	ADP
bae-9928	92	31	100	100	NUM
bae-9928	92	32	musd	musd	NOUN
bae-9928	92	33	in	in	ADP
bae-9928	92	34	the	the	DET
bae-9928	92	35	period	period	NOUN
bae-9928	92	36	considered	consider	VERB
bae-9928	92	37	.	.	PUNCT
bae-9928	93	1	by	by	ADP
bae-9928	93	2	looking	look	VERB
bae-9928	93	3	at	at	ADP
bae-9928	93	4	physical	physical	ADJ
bae-9928	93	5	and	and	CCONJ
bae-9928	93	6	economical	economical	ADJ
bae-9928	93	7	dimensions	dimension	NOUN
bae-9928	93	8	(	(	PUNCT
bae-9928	93	9	from	from	ADP
bae-9928	93	10	faostat	faostat	PROPN
bae-9928	93	11	)	)	PUNCT
bae-9928	93	12	,	,	PUNCT
bae-9928	93	13	it	it	PRON
bae-9928	93	14	is	be	AUX
bae-9928	93	15	possible	possible	ADJ
bae-9928	93	16	to	to	PART
bae-9928	93	17	note	note	VERB
bae-9928	93	18	that	that	SCONJ
bae-9928	93	19	public	public	ADJ
bae-9928	93	20	agricultural	agricultural	ADJ
bae-9928	93	21	investments	investment	NOUN
bae-9928	93	22	,	,	PUNCT
bae-9928	93	23	at	at	ADP
bae-9928	93	24	country	country	NOUN
bae-9928	93	25	level	level	NOUN
bae-9928	93	26	,	,	PUNCT
bae-9928	93	27	are	be	AUX
bae-9928	93	28	to	to	ADP
bae-9928	93	29	a	a	DET
bae-9928	93	30	large	large	ADJ
bae-9928	93	31	extent	extent	NOUN
bae-9928	93	32	proportional	proportional	NOUN
bae-9928	93	33	to	to	ADP
bae-9928	93	34	both	both	DET
bae-9928	93	35	agricultural	agricultural	ADJ
bae-9928	93	36	fixed	fix	VERB
bae-9928	93	37	capital	capital	NOUN
bae-9928	93	38	(	(	PUNCT
bae-9928	93	39	mainly	mainly	ADV
bae-9928	93	40	represented	represent	VERB
bae-9928	93	41	by	by	ADP
bae-9928	93	42	agricultural	agricultural	ADJ
bae-9928	93	43	land	land	NOUN
bae-9928	93	44	)	)	PUNCT
bae-9928	93	45	and	and	CCONJ
bae-9928	93	46	the	the	DET
bae-9928	93	47	value	value	NOUN
bae-9928	93	48	of	of	ADP
bae-9928	93	49	agricultural	agricultural	ADJ
bae-9928	93	50	production	production	NOUN
bae-9928	93	51	.	.	PUNCT
bae-9928	94	1	another	another	DET
bae-9928	94	2	factor	factor	NOUN
bae-9928	94	3	emerging	emerge	VERB
bae-9928	94	4	from	from	ADP
bae-9928	94	5	the	the	DET
bae-9928	94	6	selected	select	VERB
bae-9928	94	7	sample	sample	NOUN
bae-9928	94	8	is	be	AUX
bae-9928	94	9	the	the	DET
bae-9928	94	10	variability	variability	NOUN
bae-9928	94	11	per	per	ADP
bae-9928	94	12	country	country	NOUN
bae-9928	94	13	of	of	ADP
bae-9928	94	14	the	the	DET
bae-9928	94	15	investment	investment	NOUN
bae-9928	94	16	in	in	ADP
bae-9928	94	17	agricultural	agricultural	ADJ
bae-9928	94	18	r&d	r&d	NOUN
bae-9928	94	19	over	over	ADP
bae-9928	94	20	time	time	NOUN
bae-9928	94	21	(	(	PUNCT
bae-9928	94	22	yearly	yearly	ADJ
bae-9928	94	23	trend	trend	NOUN
bae-9928	94	24	–	–	PUNCT
bae-9928	94	25	aver	aver	NOUN
bae-9928	94	26	.	.	PUNCT
bae-9928	94	27	%	%	NOUN
bae-9928	94	28	δ	δ	PROPN
bae-9928	94	29	in	in	ADP
bae-9928	94	30	table	table	NOUN
bae-9928	94	31	1	1	NUM
bae-9928	94	32	)	)	PUNCT
bae-9928	94	33	.	.	PUNCT
bae-9928	95	1	the	the	DET
bae-9928	95	2	most	most	ADV
bae-9928	95	3	extreme	extreme	ADJ
bae-9928	95	4	examples	example	NOUN
bae-9928	95	5	from	from	ADP
bae-9928	95	6	the	the	DET
bae-9928	95	7	selected	select	VERB
bae-9928	95	8	countries	country	NOUN
bae-9928	95	9	are	be	AUX
bae-9928	95	10	be	be	AUX
bae-9928	95	11	,	,	PUNCT
bae-9928	95	12	el	el	PROPN
bae-9928	95	13	and	and	CCONJ
bae-9928	95	14	uk	uk	PROPN
bae-9928	95	15	,	,	PUNCT
bae-9928	95	16	which	which	PRON
bae-9928	95	17	have	have	AUX
bae-9928	95	18	steadily	steadily	ADV
bae-9928	95	19	disinvested	disinvest	VERB
bae-9928	95	20	in	in	ADP
bae-9928	95	21	agricultural	agricultural	ADJ
bae-9928	95	22	r&d	r&d	NOUN
bae-9928	95	23	over	over	ADP
bae-9928	95	24	the	the	DET
bae-9928	95	25	last	last	ADJ
bae-9928	95	26	three	three	NUM
bae-9928	95	27	decades	decade	NOUN
bae-9928	95	28	,	,	PUNCT
bae-9928	95	29	and	and	CCONJ
bae-9928	95	30	at	at	ADP
bae-9928	95	31	,	,	PUNCT
bae-9928	95	32	fi	fi	NOUN
bae-9928	95	33	and	and	CCONJ
bae-9928	95	34	no	no	INTJ
bae-9928	95	35	,	,	PUNCT
bae-9928	95	36	which	which	PRON
bae-9928	95	37	,	,	PUNCT
bae-9928	95	38	on	on	ADP
bae-9928	95	39	the	the	DET
bae-9928	95	40	contrary	contrary	NOUN
bae-9928	95	41	,	,	PUNCT
bae-9928	95	42	recorded	record	VERB
bae-9928	95	43	constant	constant	ADJ
bae-9928	95	44	increases	increase	NOUN
bae-9928	95	45	.	.	PUNCT
bae-9928	96	1	the	the	DET
bae-9928	96	2	remaining	remain	VERB
bae-9928	96	3	countries	country	NOUN
bae-9928	96	4	,	,	PUNCT
bae-9928	96	5	instead	instead	ADV
bae-9928	96	6	,	,	PUNCT
bae-9928	96	7	show	show	VERB
bae-9928	96	8	intermediate	intermediate	ADJ
bae-9928	96	9	averages	average	NOUN
bae-9928	96	10	generated	generate	VERB
bae-9928	96	11	by	by	ADP
bae-9928	96	12	alternating	alternate	VERB
bae-9928	96	13	periods	period	NOUN
bae-9928	96	14	of	of	ADP
bae-9928	96	15	increases	increase	NOUN
bae-9928	96	16	and	and	CCONJ
bae-9928	96	17	decreases	decrease	NOUN
bae-9928	96	18	in	in	ADP
bae-9928	96	19	agricultural	agricultural	ADJ
bae-9928	96	20	r&d	r&d	NOUN
bae-9928	96	21	investments	investment	NOUN
bae-9928	96	22	.	.	PUNCT
bae-9928	97	1	an	an	DET
bae-9928	97	2	exhaustive	exhaustive	ADJ
bae-9928	97	3	presentation	presentation	NOUN
bae-9928	97	4	of	of	ADP
bae-9928	97	5	the	the	DET
bae-9928	97	6	faostat	faostat	NOUN
bae-9928	97	7	production	production	NOUN
bae-9928	97	8	and	and	CCONJ
bae-9928	97	9	input	input	NOUN
bae-9928	97	10	data	datum	NOUN
bae-9928	97	11	is	be	AUX
bae-9928	97	12	available	available	ADJ
bae-9928	97	13	on	on	ADP
bae-9928	97	14	the	the	DET
bae-9928	97	15	usda	usda	NOUN
bae-9928	97	16	website	website	NOUN
bae-9928	97	17	(	(	PUNCT
bae-9928	97	18	2016	2016	NUM
bae-9928	97	19	)	)	PUNCT
bae-9928	97	20	and	and	CCONJ
bae-9928	97	21	in	in	ADP
bae-9928	97	22	fuglie	fuglie	NOUN
bae-9928	97	23	(	(	PUNCT
bae-9928	97	24	2016	2016	NUM
bae-9928	97	25	)	)	PUNCT
bae-9928	97	26	.	.	PUNCT
bae-9928	98	1	given	give	VERB
bae-9928	98	2	the	the	DET
bae-9928	98	3	objectives	objective	NOUN
bae-9928	98	4	of	of	ADP
bae-9928	98	5	this	this	DET
bae-9928	98	6	study	study	NOUN
bae-9928	98	7	,	,	PUNCT
bae-9928	98	8	the	the	DET
bae-9928	98	9	use	use	NOUN
bae-9928	98	10	of	of	ADP
bae-9928	98	11	faostat	faostat	ADJ
bae-9928	98	12	agricultural	agricultural	ADJ
bae-9928	98	13	data	datum	NOUN
bae-9928	98	14	are	be	AUX
bae-9928	98	15	preferred	prefer	VERB
bae-9928	98	16	to	to	ADP
bae-9928	98	17	eurostat	eurostat	PROPN
bae-9928	98	18	data	datum	NOUN
bae-9928	98	19	since	since	SCONJ
bae-9928	98	20	the	the	DET
bae-9928	98	21	latter	latter	NOUN
bae-9928	98	22	does	do	AUX
bae-9928	98	23	not	not	PART
bae-9928	98	24	provide	provide	VERB
bae-9928	98	25	a	a	DET
bae-9928	98	26	complete	complete	ADJ
bae-9928	98	27	series	series	NOUN
bae-9928	98	28	over	over	ADP
bae-9928	98	29	time	time	NOUN
bae-9928	98	30	.	.	PUNCT
bae-9928	99	1	another	another	DET
bae-9928	99	2	reason	reason	NOUN
bae-9928	99	3	has	have	VERB
bae-9928	99	4	to	to	PART
bae-9928	99	5	do	do	VERB
bae-9928	99	6	with	with	ADP
bae-9928	99	7	comparability	comparability	NOUN
bae-9928	99	8	in	in	ADP
bae-9928	99	9	constant	constant	ADJ
bae-9928	99	10	2005	2005	NUM
bae-9928	99	11	usd	usd	NOUN
bae-9928	99	12	with	with	ADP
bae-9928	99	13	r&d	r&d	NOUN
bae-9928	99	14	investment	investment	NOUN
bae-9928	99	15	measures	measure	NOUN
bae-9928	99	16	,	,	PUNCT
bae-9928	99	17	at	at	ADP
bae-9928	99	18	least	least	ADJ
bae-9928	99	19	for	for	ADP
bae-9928	99	20	gross	gross	ADJ
bae-9928	99	21	agricultural	agricultural	ADJ
bae-9928	99	22	production	production	NOUN
bae-9928	99	23	(	(	PUNCT
bae-9928	99	24	gap)9	gap)9	PROPN
bae-9928	99	25	.	.	PUNCT
bae-9928	100	1	a	a	DET
bae-9928	100	2	synthetic	synthetic	ADJ
bae-9928	100	3	analysis10	analysis10	NOUN
bae-9928	100	4	reveals	reveal	VERB
bae-9928	100	5	that	that	SCONJ
bae-9928	100	6	fr	fr	NOUN
bae-9928	100	7	,	,	PUNCT
bae-9928	100	8	de	de	X
bae-9928	100	9	,	,	PUNCT
bae-9928	100	10	9	9	NUM
bae-9928	100	11	tfp	tfp	PROPN
bae-9928	100	12	measures	measure	NOUN
bae-9928	100	13	are	be	AUX
bae-9928	100	14	computed	compute	VERB
bae-9928	100	15	from	from	ADP
bae-9928	100	16	gap	gap	NOUN
bae-9928	100	17	,	,	PUNCT
bae-9928	100	18	hence	hence	ADV
bae-9928	100	19	allowing	allow	VERB
bae-9928	100	20	for	for	ADP
bae-9928	100	21	the	the	DET
bae-9928	100	22	comparability	comparability	NOUN
bae-9928	100	23	between	between	ADP
bae-9928	100	24	tfp	tfp	PROPN
bae-9928	100	25	and	and	CCONJ
bae-9928	100	26	r&d	r&d	NOUN
bae-9928	100	27	investments	investment	NOUN
bae-9928	100	28	.	.	PUNCT
bae-9928	101	1	10	10	NUM
bae-9928	101	2	a	a	DET
bae-9928	101	3	detailed	detailed	ADJ
bae-9928	101	4	descriptive	descriptive	ADJ
bae-9928	101	5	analysis	analysis	NOUN
bae-9928	101	6	is	be	AUX
bae-9928	101	7	available	available	ADJ
bae-9928	101	8	at	at	ADP
bae-9928	101	9	:	:	PUNCT
bae-9928	101	10	http://www.impresa-project.eu/home.html	http://www.impresa-project.eu/home.html	NUM
bae-9928	101	11	,	,	PUNCT
bae-9928	101	12	deliverable	deliverable	VERB
bae-9928	101	13	4.1	4.1	NUM
bae-9928	101	14	of	of	ADP
bae-9928	101	15	impresa	impresa	PROPN
bae-9928	101	16	project	project	NOUN
bae-9928	101	17	.	.	PUNCT
bae-9928	102	1	77public	77public	NUM
bae-9928	103	1	r&d	r&d	NOUN
bae-9928	103	2	and	and	CCONJ
bae-9928	103	3	european	european	ADJ
bae-9928	103	4	agriculture	agriculture	NOUN
bae-9928	103	5	:	:	PUNCT
bae-9928	103	6	impact	impact	NOUN
bae-9928	103	7	on	on	ADP
bae-9928	103	8	productivity	productivity	NOUN
bae-9928	103	9	and	and	CCONJ
bae-9928	103	10	return	return	NOUN
bae-9928	103	11	on	on	ADP
bae-9928	103	12	r&d	r&d	NOUN
bae-9928	103	13	expenditure	expenditure	NOUN
bae-9928	103	14	bio	bio	NOUN
bae-9928	103	15	-	-	PUNCT
bae-9928	103	16	based	base	VERB
bae-9928	103	17	and	and	CCONJ
bae-9928	103	18	applied	apply	VERB
bae-9928	103	19	economics	economic	NOUN
bae-9928	103	20	10(1	10(1	NUM
bae-9928	103	21	):	):	PUNCT
bae-9928	103	22	77	77	NUM
bae-9928	103	23	-	-	SYM
bae-9928	103	24	86	86	NUM
bae-9928	103	25	,	,	PUNCT
bae-9928	103	26	2021	2021	NUM
bae-9928	103	27	|	|	ADV
bae-9928	103	28	e	e	NOUN
bae-9928	103	29	-	-	PROPN
bae-9928	103	30	issn	issn	VERB
bae-9928	103	31	2280	2280	NUM
bae-9928	103	32	-	-	SYM
bae-9928	103	33	6172	6172	NUM
bae-9928	103	34	|	|	ADV
bae-9928	103	35	doi	doi	NOUN
bae-9928	103	36	:	:	PUNCT
bae-9928	103	37	10.36253	10.36253	NUM
bae-9928	103	38	/	/	SYM
bae-9928	103	39	bae-9928	bae-9928	VERB
bae-9928	104	1	it	it	PRON
bae-9928	104	2	,	,	PUNCT
bae-9928	104	3	nl	nl	PROPN
bae-9928	104	4	,	,	PUNCT
bae-9928	104	5	es	es	NOUN
bae-9928	104	6	and	and	CCONJ
bae-9928	104	7	uk	uk	PROPN
bae-9928	104	8	are	be	AUX
bae-9928	104	9	the	the	DET
bae-9928	104	10	european	european	ADJ
bae-9928	104	11	countries	country	NOUN
bae-9928	104	12	with	with	ADP
bae-9928	104	13	the	the	DET
bae-9928	104	14	highest	high	ADJ
bae-9928	104	15	shares	share	NOUN
bae-9928	104	16	of	of	ADP
bae-9928	104	17	gap	gap	NOUN
bae-9928	104	18	,	,	PUNCT
bae-9928	104	19	having	have	VERB
bae-9928	104	20	each	each	DET
bae-9928	104	21	an	an	DET
bae-9928	104	22	average	average	ADJ
bae-9928	104	23	(	(	PUNCT
bae-9928	104	24	sample	sample	NOUN
bae-9928	104	25	)	)	PUNCT
bae-9928	104	26	value	value	NOUN
bae-9928	104	27	over	over	ADP
bae-9928	104	28	5	5	NUM
bae-9928	104	29	%	%	NOUN
bae-9928	104	30	.	.	PUNCT
bae-9928	105	1	cumulatively	cumulatively	ADV
bae-9928	105	2	,	,	PUNCT
bae-9928	105	3	these	these	DET
bae-9928	105	4	countries	country	NOUN
bae-9928	105	5	cover	cover	VERB
bae-9928	105	6	about	about	ADV
bae-9928	105	7	80	80	NUM
bae-9928	105	8	%	%	NOUN
bae-9928	105	9	of	of	ADP
bae-9928	105	10	the	the	DET
bae-9928	105	11	gap	gap	NOUN
bae-9928	105	12	value	value	NOUN
bae-9928	105	13	of	of	ADP
bae-9928	105	14	the	the	DET
bae-9928	105	15	european	european	ADJ
bae-9928	105	16	agricultural	agricultural	ADJ
bae-9928	105	17	sector	sector	NOUN
bae-9928	105	18	and	and	CCONJ
bae-9928	105	19	their	their	PRON
bae-9928	105	20	average	average	ADJ
bae-9928	105	21	gap	gap	NOUN
bae-9928	105	22	trends	trend	NOUN
bae-9928	105	23	have	have	AUX
bae-9928	105	24	been	be	AUX
bae-9928	105	25	stable	stable	ADJ
bae-9928	105	26	over	over	ADP
bae-9928	105	27	the	the	DET
bae-9928	105	28	period	period	NOUN
bae-9928	105	29	1980	1980	NUM
bae-9928	105	30	-	-	SYM
bae-9928	105	31	2010	2010	NUM
bae-9928	105	32	.	.	PUNCT
bae-9928	106	1	the	the	DET
bae-9928	106	2	group	group	NOUN
bae-9928	106	3	formed	form	VERB
bae-9928	106	4	by	by	ADP
bae-9928	106	5	the	the	DET
bae-9928	106	6	remaining	remain	VERB
bae-9928	106	7	countries	country	NOUN
bae-9928	106	8	,	,	PUNCT
bae-9928	106	9	at	at	ADP
bae-9928	106	10	,	,	PUNCT
bae-9928	106	11	be	be	AUX
bae-9928	106	12	,	,	PUNCT
bae-9928	106	13	dk	dk	PROPN
bae-9928	106	14	,	,	PUNCT
bae-9928	106	15	el	el	PROPN
bae-9928	106	16	,	,	PUNCT
bae-9928	106	17	ie	ie	X
bae-9928	106	18	,	,	PUNCT
bae-9928	106	19	no	no	INTJ
bae-9928	106	20	,	,	PUNCT
bae-9928	106	21	pt	pt	PROPN
bae-9928	106	22	,	,	PUNCT
bae-9928	106	23	ch	ch	NOUN
bae-9928	106	24	,	,	PUNCT
bae-9928	106	25	se	se	X
bae-9928	106	26	and	and	CCONJ
bae-9928	106	27	fi	fi	NOUN
bae-9928	106	28	,	,	PUNCT
bae-9928	106	29	records	record	VERB
bae-9928	106	30	a	a	DET
bae-9928	106	31	global	global	ADJ
bae-9928	106	32	increase	increase	NOUN
bae-9928	106	33	in	in	ADP
bae-9928	106	34	gap	gap	NOUN
bae-9928	106	35	(	(	PUNCT
bae-9928	106	36	mostly	mostly	ADV
bae-9928	106	37	up	up	ADP
bae-9928	106	38	to	to	ADP
bae-9928	106	39	2000	2000	NUM
bae-9928	106	40	then	then	ADV
bae-9928	106	41	flattening	flatten	VERB
bae-9928	106	42	or	or	CCONJ
bae-9928	106	43	decreasing	decrease	VERB
bae-9928	106	44	thereafter	thereafter	ADV
bae-9928	106	45	)	)	PUNCT
bae-9928	106	46	.	.	PUNCT
bae-9928	107	1	despite	despite	SCONJ
bae-9928	107	2	the	the	DET
bae-9928	107	3	differences	difference	NOUN
bae-9928	107	4	observed	observe	VERB
bae-9928	107	5	at	at	ADP
bae-9928	107	6	the	the	DET
bae-9928	107	7	country	country	NOUN
bae-9928	107	8	level	level	NOUN
bae-9928	107	9	,	,	PUNCT
bae-9928	107	10	a	a	DET
bae-9928	107	11	weak	weak	ADJ
bae-9928	107	12	increase	increase	NOUN
bae-9928	107	13	in	in	ADP
bae-9928	107	14	gap	gap	NOUN
bae-9928	107	15	trends	trend	NOUN
bae-9928	107	16	in	in	ADP
bae-9928	107	17	the	the	DET
bae-9928	107	18	1980	1980	NUM
bae-9928	107	19	-	-	SYM
bae-9928	107	20	2000	2000	NUM
bae-9928	107	21	period	period	NOUN
bae-9928	107	22	,	,	PUNCT
bae-9928	107	23	followed	follow	VERB
bae-9928	107	24	by	by	ADP
bae-9928	107	25	a	a	DET
bae-9928	107	26	marginally	marginally	ADV
bae-9928	107	27	decreasing	decrease	VERB
bae-9928	107	28	growth	growth	NOUN
bae-9928	107	29	tendency	tendency	NOUN
bae-9928	107	30	,	,	PUNCT
bae-9928	107	31	seems	seem	VERB
bae-9928	107	32	to	to	PART
bae-9928	107	33	characterise	characterise	VERB
bae-9928	107	34	the	the	DET
bae-9928	107	35	general	general	ADJ
bae-9928	107	36	pattern	pattern	NOUN
bae-9928	107	37	of	of	ADP
bae-9928	107	38	the	the	DET
bae-9928	107	39	agricultural	agricultural	ADJ
bae-9928	107	40	sector	sector	NOUN
bae-9928	107	41	at	at	ADP
bae-9928	107	42	the	the	DET
bae-9928	107	43	european	european	ADJ
bae-9928	107	44	level	level	NOUN
bae-9928	107	45	.	.	PUNCT
bae-9928	108	1	the	the	DET
bae-9928	108	2	possible	possible	ADJ
bae-9928	108	3	determinants	determinant	NOUN
bae-9928	108	4	of	of	ADP
bae-9928	108	5	this	this	DET
bae-9928	108	6	observed	observe	VERB
bae-9928	108	7	pattern	pattern	NOUN
bae-9928	108	8	are	be	AUX
bae-9928	108	9	to	to	PART
bae-9928	108	10	be	be	AUX
bae-9928	108	11	identified	identify	VERB
bae-9928	108	12	in	in	ADP
bae-9928	108	13	factors	factor	NOUN
bae-9928	108	14	underlying	underlie	VERB
bae-9928	108	15	production	production	NOUN
bae-9928	108	16	processes	process	NOUN
bae-9928	108	17	that	that	PRON
bae-9928	108	18	contributed	contribute	VERB
bae-9928	108	19	to	to	PART
bae-9928	108	20	improve	improve	VERB
bae-9928	108	21	the	the	DET
bae-9928	108	22	productivity	productivity	NOUN
bae-9928	108	23	of	of	ADP
bae-9928	108	24	inputs	input	NOUN
bae-9928	108	25	(	(	PUNCT
bae-9928	108	26	technology	technology	NOUN
bae-9928	108	27	,	,	PUNCT
bae-9928	108	28	innovations	innovation	NOUN
bae-9928	108	29	,	,	PUNCT
bae-9928	108	30	knowledge	knowledge	NOUN
bae-9928	108	31	…	…	PUNCT
bae-9928	108	32	)	)	PUNCT
bae-9928	108	33	,	,	PUNCT
bae-9928	108	34	in	in	ADP
bae-9928	108	35	other	other	ADJ
bae-9928	108	36	elements	element	NOUN
bae-9928	108	37	characterising	characterise	VERB
bae-9928	108	38	the	the	DET
bae-9928	108	39	multifunctional	multifunctional	ADJ
bae-9928	108	40	nature	nature	NOUN
bae-9928	108	41	of	of	ADP
bae-9928	108	42	the	the	DET
bae-9928	108	43	european	european	ADJ
bae-9928	108	44	agricultural	agricultural	ADJ
bae-9928	108	45	sectors	sector	NOUN
bae-9928	108	46	(	(	PUNCT
bae-9928	108	47	environmental	environmental	ADJ
bae-9928	108	48	protection	protection	NOUN
bae-9928	108	49	,	,	PUNCT
bae-9928	108	50	food	food	NOUN
bae-9928	108	51	safety	safety	NOUN
bae-9928	108	52	,	,	PUNCT
bae-9928	108	53	diversification	diversification	NOUN
bae-9928	108	54	,	,	PUNCT
bae-9928	108	55	climate	climate	NOUN
bae-9928	108	56	change	change	NOUN
bae-9928	108	57	)	)	PUNCT
bae-9928	108	58	as	as	ADV
bae-9928	108	59	well	well	ADV
bae-9928	108	60	as	as	ADP
bae-9928	108	61	in	in	ADP
bae-9928	108	62	measures	measure	NOUN
bae-9928	108	63	providing	provide	VERB
bae-9928	108	64	constraints	constraint	NOUN
bae-9928	108	65	(	(	PUNCT
bae-9928	108	66	cross	cross	NOUN
bae-9928	108	67	-	-	ADJ
bae-9928	108	68	compliance	compliance	ADJ
bae-9928	108	69	,	,	PUNCT
bae-9928	108	70	agro	agro	ADJ
bae-9928	108	71	-	-	PUNCT
bae-9928	108	72	environmental	environmental	ADJ
bae-9928	108	73	schemes	scheme	NOUN
bae-9928	108	74	)	)	PUNCT
bae-9928	108	75	or	or	CCONJ
bae-9928	108	76	reducing	reduce	VERB
bae-9928	108	77	incentives	incentive	NOUN
bae-9928	108	78	(	(	PUNCT
bae-9928	108	79	decoupled	decouple	VERB
bae-9928	108	80	payments	payment	NOUN
bae-9928	108	81	)	)	PUNCT
bae-9928	108	82	to	to	ADP
bae-9928	108	83	agriculture	agriculture	NOUN
bae-9928	108	84	productivity	productivity	NOUN
bae-9928	108	85	provided	provide	VERB
bae-9928	108	86	by	by	ADP
bae-9928	108	87	the	the	DET
bae-9928	108	88	common	common	ADJ
bae-9928	108	89	agricultural	agricultural	ADJ
bae-9928	108	90	policy	policy	NOUN
bae-9928	108	91	(	(	PUNCT
bae-9928	108	92	cap	cap	NOUN
bae-9928	108	93	)	)	PUNCT
bae-9928	108	94	.	.	PUNCT
bae-9928	109	1	the	the	DET
bae-9928	109	2	data	datum	NOUN
bae-9928	109	3	on	on	ADP
bae-9928	109	4	r&d	r&d	NOUN
bae-9928	109	5	expenditure	expenditure	NOUN
bae-9928	109	6	are	be	AUX
bae-9928	109	7	available	available	ADJ
bae-9928	109	8	at	at	ADP
bae-9928	109	9	a	a	DET
bae-9928	109	10	european	european	ADJ
bae-9928	109	11	level	level	NOUN
bae-9928	109	12	,	,	PUNCT
bae-9928	109	13	but	but	CCONJ
bae-9928	109	14	considering	consider	VERB
bae-9928	109	15	country	country	NOUN
bae-9928	109	16	level	level	NOUN
bae-9928	109	17	investment	investment	NOUN
bae-9928	109	18	in	in	ADP
bae-9928	109	19	agricultural	agricultural	ADJ
bae-9928	109	20	r&d	r&d	NOUN
bae-9928	109	21	.	.	PUNCT
bae-9928	110	1	data	datum	NOUN
bae-9928	110	2	are	be	AUX
bae-9928	110	3	not	not	PART
bae-9928	110	4	referred	refer	VERB
bae-9928	110	5	to	to	ADP
bae-9928	110	6	a	a	DET
bae-9928	110	7	european	european	PROPN
bae-9928	110	8	union	union	PROPN
bae-9928	110	9	context	context	NOUN
bae-9928	110	10	,	,	PUNCT
bae-9928	110	11	but	but	CCONJ
bae-9928	110	12	rather	rather	ADV
bae-9928	110	13	at	at	ADP
bae-9928	110	14	the	the	DET
bae-9928	110	15	country	country	NOUN
bae-9928	110	16	level	level	NOUN
bae-9928	110	17	expenditures	expenditure	NOUN
bae-9928	110	18	.	.	PUNCT
bae-9928	111	1	this	this	PRON
bae-9928	111	2	includes	include	VERB
bae-9928	111	3	eu	eu	PROPN
bae-9928	111	4	funds	fund	NOUN
bae-9928	111	5	and	and	CCONJ
bae-9928	111	6	the	the	DET
bae-9928	111	7	cap	cap	NOUN
bae-9928	111	8	component	component	NOUN
bae-9928	111	9	related	relate	VERB
bae-9928	111	10	to	to	ADP
bae-9928	111	11	r&d	r&d	NOUN
bae-9928	111	12	,	,	PUNCT
bae-9928	111	13	but	but	CCONJ
bae-9928	111	14	it	it	PRON
bae-9928	111	15	is	be	AUX
bae-9928	111	16	not	not	PART
bae-9928	111	17	explicitly	explicitly	ADV
bae-9928	111	18	disaggregated	disaggregate	VERB
bae-9928	111	19	.	.	PUNCT
bae-9928	112	1	therefore	therefore	ADV
bae-9928	112	2	,	,	PUNCT
bae-9928	112	3	we	we	PRON
bae-9928	112	4	omitted	omit	VERB
bae-9928	112	5	explicit	explicit	ADJ
bae-9928	112	6	references	reference	NOUN
bae-9928	112	7	to	to	ADP
bae-9928	112	8	cap	cap	NOUN
bae-9928	112	9	or	or	CCONJ
bae-9928	112	10	to	to	ADP
bae-9928	112	11	other	other	ADJ
bae-9928	112	12	related	relate	VERB
bae-9928	112	13	eu	eu	PROPN
bae-9928	112	14	policies	policy	NOUN
bae-9928	112	15	.	.	PUNCT
bae-9928	113	1	unlike	unlike	ADP
bae-9928	113	2	the	the	DET
bae-9928	113	3	gap	gap	NOUN
bae-9928	113	4	and	and	CCONJ
bae-9928	113	5	production	production	NOUN
bae-9928	113	6	inputs	input	NOUN
bae-9928	113	7	,	,	PUNCT
bae-9928	113	8	tfp	tfp	PROPN
bae-9928	113	9	is	be	AUX
bae-9928	113	10	not	not	PART
bae-9928	113	11	an	an	DET
bae-9928	113	12	observed	observed	ADJ
bae-9928	113	13	measure	measure	NOUN
bae-9928	113	14	but	but	CCONJ
bae-9928	113	15	rather	rather	ADV
bae-9928	113	16	a	a	DET
bae-9928	113	17	complex	complex	ADJ
bae-9928	113	18	index	index	NOUN
bae-9928	113	19	expressing	express	VERB
bae-9928	113	20	the	the	DET
bae-9928	113	21	relative	relative	ADJ
bae-9928	113	22	change	change	NOUN
bae-9928	113	23	,	,	PUNCT
bae-9928	113	24	over	over	ADP
bae-9928	113	25	time	time	NOUN
bae-9928	113	26	,	,	PUNCT
bae-9928	113	27	of	of	ADP
bae-9928	113	28	the	the	DET
bae-9928	113	29	technical	technical	ADJ
bae-9928	113	30	contribution	contribution	NOUN
bae-9928	113	31	of	of	ADP
bae-9928	113	32	production	production	NOUN
bae-9928	113	33	inputs	input	NOUN
bae-9928	113	34	to	to	PART
bae-9928	113	35	output	output	VERB
bae-9928	113	36	.	.	PUNCT
bae-9928	114	1	indeed	indeed	ADV
bae-9928	114	2	,	,	PUNCT
bae-9928	114	3	the	the	DET
bae-9928	114	4	evolution	evolution	NOUN
bae-9928	114	5	of	of	ADP
bae-9928	114	6	the	the	DET
bae-9928	114	7	tfp	tfp	PROPN
bae-9928	114	8	index	index	NOUN
bae-9928	114	9	is	be	AUX
bae-9928	114	10	,	,	PUNCT
bae-9928	114	11	as	as	SCONJ
bae-9928	114	12	suggested	suggest	VERB
bae-9928	114	13	by	by	ADP
bae-9928	114	14	fuglie	fuglie	PROPN
bae-9928	114	15	(	(	PUNCT
bae-9928	114	16	2016	2016	NUM
bae-9928	114	17	)	)	PUNCT
bae-9928	114	18	,	,	PUNCT
bae-9928	114	19	highly	highly	ADV
bae-9928	114	20	sensitive	sensitive	ADJ
bae-9928	114	21	to	to	ADP
bae-9928	114	22	r&d	r&d	NOUN
bae-9928	114	23	investments	investment	NOUN
bae-9928	114	24	in	in	ADP
bae-9928	114	25	terms	term	NOUN
bae-9928	114	26	of	of	ADP
bae-9928	114	27	both	both	DET
bae-9928	114	28	improvement	improvement	NOUN
bae-9928	114	29	of	of	ADP
bae-9928	114	30	the	the	DET
bae-9928	114	31	production	production	NOUN
bae-9928	114	32	frontier	frontier	NOUN
bae-9928	114	33	,	,	PUNCT
bae-9928	114	34	through	through	ADP
bae-9928	114	35	technical	technical	ADJ
bae-9928	114	36	change	change	NOUN
bae-9928	114	37	(	(	PUNCT
bae-9928	114	38	by	by	ADP
bae-9928	114	39	increasing	increase	VERB
bae-9928	114	40	output	output	NOUN
bae-9928	114	41	levels	level	NOUN
bae-9928	114	42	)	)	PUNCT
bae-9928	114	43	and	and	CCONJ
bae-9928	114	44	rise	rise	VERB
bae-9928	114	45	in	in	ADP
bae-9928	114	46	input	input	NOUN
bae-9928	114	47	productivity	productivity	NOUN
bae-9928	114	48	,	,	PUNCT
bae-9928	114	49	through	through	ADP
bae-9928	114	50	technical	technical	ADJ
bae-9928	114	51	and	and	CCONJ
bae-9928	114	52	allocative	allocative	ADJ
bae-9928	114	53	efficiency	efficiency	NOUN
bae-9928	114	54	(	(	PUNCT
bae-9928	114	55	by	by	ADP
bae-9928	114	56	decreasing	decrease	VERB
bae-9928	114	57	input	input	NOUN
bae-9928	114	58	levels	level	NOUN
bae-9928	114	59	)	)	PUNCT
bae-9928	114	60	.	.	PUNCT
bae-9928	115	1	this	this	PRON
bae-9928	115	2	implies	imply	VERB
bae-9928	115	3	that	that	SCONJ
bae-9928	115	4	the	the	DET
bae-9928	115	5	use	use	NOUN
bae-9928	115	6	of	of	ADP
bae-9928	115	7	the	the	DET
bae-9928	115	8	tfp	tfp	PROPN
bae-9928	115	9	index	index	NOUN
bae-9928	115	10	allows	allow	VERB
bae-9928	115	11	for	for	ADP
bae-9928	115	12	a	a	DET
bae-9928	115	13	more	more	ADV
bae-9928	115	14	precise	precise	ADJ
bae-9928	115	15	identification	identification	NOUN
bae-9928	115	16	,	,	PUNCT
bae-9928	115	17	with	with	ADP
bae-9928	115	18	respect	respect	NOUN
bae-9928	115	19	to	to	ADP
bae-9928	115	20	the	the	DET
bae-9928	115	21	use	use	NOUN
bae-9928	115	22	of	of	ADP
bae-9928	115	23	gap	gap	NOUN
bae-9928	115	24	and	and	CCONJ
bae-9928	115	25	inputs	input	NOUN
bae-9928	115	26	,	,	PUNCT
bae-9928	115	27	of	of	ADP
bae-9928	115	28	the	the	DET
bae-9928	115	29	contribution	contribution	NOUN
bae-9928	115	30	of	of	ADP
bae-9928	115	31	r&d	r&d	NOUN
bae-9928	115	32	investment	investment	NOUN
bae-9928	115	33	on	on	ADP
bae-9928	115	34	productivity	productivity	NOUN
bae-9928	115	35	.	.	PUNCT
bae-9928	116	1	table	table	NOUN
bae-9928	116	2	2	2	NUM
bae-9928	116	3	shows	show	VERB
bae-9928	116	4	the	the	DET
bae-9928	116	5	evolution	evolution	NOUN
bae-9928	116	6	of	of	ADP
bae-9928	116	7	tfp	tfp	PROPN
bae-9928	116	8	for	for	ADP
bae-9928	116	9	the	the	DET
bae-9928	116	10	sample	sample	NOUN
bae-9928	116	11	countries	country	NOUN
bae-9928	116	12	over	over	ADP
bae-9928	116	13	the	the	DET
bae-9928	116	14	considered	considered	ADJ
bae-9928	116	15	period	period	NOUN
bae-9928	116	16	1981	1981	NUM
bae-9928	116	17	-	-	SYM
bae-9928	116	18	2010	2010	NUM
bae-9928	116	19	.	.	PUNCT
bae-9928	117	1	the	the	DET
bae-9928	117	2	first	first	ADJ
bae-9928	117	3	information	information	NOUN
bae-9928	117	4	to	to	PART
bae-9928	117	5	highlight	highlight	VERB
bae-9928	117	6	is	be	AUX
bae-9928	117	7	that	that	SCONJ
bae-9928	117	8	the	the	DET
bae-9928	117	9	average	average	ADJ
bae-9928	117	10	level	level	NOUN
bae-9928	117	11	of	of	ADP
bae-9928	117	12	tfp	tfp	PROPN
bae-9928	117	13	index	index	NOUN
bae-9928	117	14	for	for	ADP
bae-9928	117	15	some	some	DET
bae-9928	117	16	countries	country	NOUN
bae-9928	117	17	,	,	PUNCT
bae-9928	117	18	such	such	ADJ
bae-9928	117	19	as	as	ADP
bae-9928	117	20	ie	ie	X
bae-9928	117	21	,	,	PUNCT
bae-9928	117	22	no	no	INTJ
bae-9928	117	23	,	,	PUNCT
bae-9928	117	24	pt	pt	PROPN
bae-9928	117	25	and	and	CCONJ
bae-9928	117	26	ch	ch	NOUN
bae-9928	117	27	,	,	PUNCT
bae-9928	117	28	is	be	AUX
bae-9928	117	29	close	close	ADJ
bae-9928	117	30	to	to	ADP
bae-9928	117	31	the	the	DET
bae-9928	117	32	reference	reference	NOUN
bae-9928	117	33	level	level	NOUN
bae-9928	117	34	.	.	PUNCT
bae-9928	118	1	the	the	DET
bae-9928	118	2	meaning	meaning	NOUN
bae-9928	118	3	of	of	ADP
bae-9928	118	4	such	such	ADJ
bae-9928	118	5	datum	datum	NOUN
bae-9928	118	6	is	be	AUX
bae-9928	118	7	that	that	SCONJ
bae-9928	118	8	productivity	productivity	NOUN
bae-9928	118	9	in	in	ADP
bae-9928	118	10	those	those	DET
bae-9928	118	11	countries	country	NOUN
bae-9928	118	12	lagged	lag	VERB
bae-9928	118	13	behind	behind	ADV
bae-9928	118	14	(	(	PUNCT
bae-9928	118	15	20	20	NUM
bae-9928	118	16	years	year	NOUN
bae-9928	118	17	from	from	ADP
bae-9928	118	18	1961	1961	NUM
bae-9928	118	19	to	to	ADP
bae-9928	118	20	1981	1981	NUM
bae-9928	118	21	)	)	PUNCT
bae-9928	118	22	with	with	ADP
bae-9928	118	23	respect	respect	NOUN
bae-9928	118	24	to	to	ADP
bae-9928	118	25	the	the	DET
bae-9928	118	26	others	other	NOUN
bae-9928	118	27	.	.	PUNCT
bae-9928	119	1	on	on	ADP
bae-9928	119	2	the	the	DET
bae-9928	119	3	other	other	ADJ
bae-9928	119	4	side	side	NOUN
bae-9928	119	5	,	,	PUNCT
bae-9928	119	6	there	there	PRON
bae-9928	119	7	are	be	VERB
bae-9928	119	8	some	some	DET
bae-9928	119	9	countries	country	NOUN
bae-9928	119	10	,	,	PUNCT
bae-9928	119	11	such	such	ADJ
bae-9928	119	12	as	as	ADP
bae-9928	119	13	be	be	AUX
bae-9928	119	14	,	,	PUNCT
bae-9928	119	15	dk	dk	PROPN
bae-9928	119	16	,	,	PUNCT
bae-9928	119	17	de	de	X
bae-9928	119	18	,	,	PUNCT
bae-9928	119	19	it	it	PRON
bae-9928	119	20	,	,	PUNCT
bae-9928	119	21	nl	nl	PROPN
bae-9928	119	22	and	and	CCONJ
bae-9928	119	23	es	es	NOUN
bae-9928	119	24	,	,	PUNCT
bae-9928	119	25	for	for	ADP
bae-9928	119	26	which	which	PRON
bae-9928	119	27	the	the	DET
bae-9928	119	28	average	average	ADJ
bae-9928	119	29	tfp	tfp	PROPN
bae-9928	119	30	index	index	NOUN
bae-9928	119	31	is	be	AUX
bae-9928	119	32	greater	great	ADJ
bae-9928	119	33	than	than	ADP
bae-9928	119	34	200	200	NUM
bae-9928	119	35	.	.	PUNCT
bae-9928	120	1	such	such	ADJ
bae-9928	120	2	variability	variability	NOUN
bae-9928	120	3	across	across	ADP
bae-9928	120	4	countries	country	NOUN
bae-9928	120	5	in	in	ADP
bae-9928	120	6	tfp	tfp	PROPN
bae-9928	120	7	index	index	NOUN
bae-9928	120	8	is	be	AUX
bae-9928	120	9	a	a	DET
bae-9928	120	10	favorable	favorable	ADJ
bae-9928	120	11	element	element	NOUN
bae-9928	120	12	for	for	ADP
bae-9928	120	13	the	the	DET
bae-9928	120	14	reliability	reliability	NOUN
bae-9928	120	15	of	of	ADP
bae-9928	120	16	an	an	DET
bae-9928	120	17	inferential	inferential	ADJ
bae-9928	120	18	procedure	procedure	NOUN
bae-9928	120	19	aimed	aim	VERB
bae-9928	120	20	at	at	ADP
bae-9928	120	21	estimating	estimate	VERB
bae-9928	120	22	the	the	DET
bae-9928	120	23	impact	impact	NOUN
bae-9928	120	24	of	of	ADP
bae-9928	120	25	r&d	r&d	NOUN
bae-9928	120	26	investments	investment	NOUN
bae-9928	120	27	over	over	ADP
bae-9928	120	28	years	year	NOUN
bae-9928	120	29	at	at	ADP
bae-9928	120	30	country	country	NOUN
bae-9928	120	31	levels	level	NOUN
bae-9928	120	32	,	,	PUNCT
bae-9928	120	33	i.e.	i.e.	X
bae-9928	120	34	the	the	DET
bae-9928	120	35	exercise	exercise	NOUN
bae-9928	120	36	we	we	PRON
bae-9928	120	37	are	be	AUX
bae-9928	120	38	carrying	carry	VERB
bae-9928	120	39	out	out	ADP
bae-9928	120	40	in	in	ADP
bae-9928	120	41	this	this	DET
bae-9928	120	42	paper	paper	NOUN
bae-9928	120	43	.	.	PUNCT
bae-9928	121	1	by	by	ADP
bae-9928	121	2	looking	look	VERB
bae-9928	121	3	at	at	ADP
bae-9928	121	4	the	the	DET
bae-9928	121	5	yearly	yearly	ADJ
bae-9928	121	6	trends	trend	NOUN
bae-9928	121	7	,	,	PUNCT
bae-9928	121	8	in	in	ADP
bae-9928	121	9	terms	term	NOUN
bae-9928	121	10	of	of	ADP
bae-9928	121	11	average	average	ADJ
bae-9928	121	12	percent	percent	NOUN
bae-9928	121	13	change	change	NOUN
bae-9928	121	14	,	,	PUNCT
bae-9928	121	15	the	the	DET
bae-9928	121	16	sample	sample	NOUN
bae-9928	121	17	shows	show	VERB
bae-9928	121	18	a	a	DET
bae-9928	121	19	notable	notable	ADJ
bae-9928	121	20	variability	variability	NOUN
bae-9928	121	21	across	across	ADP
bae-9928	121	22	countries	country	NOUN
bae-9928	121	23	,	,	PUNCT
bae-9928	121	24	from	from	ADP
bae-9928	121	25	about	about	ADV
bae-9928	121	26	1	1	NUM
bae-9928	121	27	%	%	NOUN
bae-9928	121	28	for	for	ADP
bae-9928	121	29	uk	uk	PROPN
bae-9928	121	30	to	to	ADP
bae-9928	121	31	4	4	NUM
bae-9928	121	32	%	%	NOUN
bae-9928	121	33	for	for	ADP
bae-9928	121	34	dk	dk	PROPN
bae-9928	121	35	.	.	PUNCT
bae-9928	122	1	indeed	indeed	ADV
bae-9928	122	2	,	,	PUNCT
bae-9928	122	3	a	a	DET
bae-9928	122	4	deeper	deep	ADJ
bae-9928	122	5	exploration	exploration	NOUN
bae-9928	122	6	of	of	ADP
bae-9928	122	7	the	the	DET
bae-9928	122	8	yearly	yearly	ADJ
bae-9928	122	9	evolution	evolution	NOUN
bae-9928	122	10	at	at	ADP
bae-9928	122	11	country	country	NOUN
bae-9928	122	12	level	level	NOUN
bae-9928	122	13	,	,	PUNCT
bae-9928	122	14	not	not	PART
bae-9928	122	15	shown	show	VERB
bae-9928	122	16	in	in	ADP
bae-9928	122	17	table	table	NOUN
bae-9928	122	18	2	2	NUM
bae-9928	122	19	,	,	PUNCT
bae-9928	122	20	shows	show	VERB
bae-9928	122	21	that	that	SCONJ
bae-9928	122	22	most	most	ADJ
bae-9928	122	23	countries	country	NOUN
bae-9928	122	24	record	record	VERB
bae-9928	122	25	a	a	DET
bae-9928	122	26	flat	flat	ADJ
bae-9928	122	27	trend	trend	NOUN
bae-9928	122	28	until	until	ADP
bae-9928	122	29	1990	1990	NUM
bae-9928	122	30	(	(	PUNCT
bae-9928	122	31	1987	1987	NUM
bae-9928	122	32	for	for	ADP
bae-9928	122	33	it	it	PRON
bae-9928	122	34	,	,	PUNCT
bae-9928	122	35	no	no	INTJ
bae-9928	122	36	,	,	PUNCT
bae-9928	122	37	pt	pt	NOUN
bae-9928	122	38	and	and	CCONJ
bae-9928	122	39	es	es	VERB
bae-9928	122	40	)	)	PUNCT
bae-9928	122	41	and	and	CCONJ
bae-9928	122	42	a	a	DET
bae-9928	122	43	steady	steady	ADJ
bae-9928	122	44	(	(	PUNCT
bae-9928	122	45	but	but	CCONJ
bae-9928	122	46	variable	variable	ADJ
bae-9928	122	47	across	across	ADP
bae-9928	122	48	countries	country	NOUN
bae-9928	122	49	)	)	PUNCT
bae-9928	122	50	increase	increase	VERB
bae-9928	122	51	thereafter	thereafter	ADV
bae-9928	122	52	.	.	PUNCT
bae-9928	123	1	only	only	ADV
bae-9928	123	2	nl	nl	PROPN
bae-9928	123	3	and	and	CCONJ
bae-9928	123	4	se	se	PROPN
bae-9928	123	5	show	show	VERB
bae-9928	123	6	constant	constant	ADJ
bae-9928	123	7	positive	positive	ADJ
bae-9928	123	8	tendencies	tendency	NOUN
bae-9928	123	9	along	along	ADP
bae-9928	123	10	the	the	DET
bae-9928	123	11	entire	entire	ADJ
bae-9928	123	12	period11	period11	NOUN
bae-9928	123	13	.	.	PUNCT
bae-9928	124	1	11	11	NUM
bae-9928	124	2	for	for	ADP
bae-9928	124	3	a	a	DET
bae-9928	124	4	detailed	detailed	ADJ
bae-9928	124	5	description	description	NOUN
bae-9928	124	6	of	of	ADP
bae-9928	124	7	the	the	DET
bae-9928	124	8	tfp	tfp	PROPN
bae-9928	124	9	series	series	PROPN
bae-9928	124	10	see	see	VERB
bae-9928	124	11	the	the	DET
bae-9928	124	12	deliverable	deliverable	ADJ
bae-9928	124	13	4.1	4.1	NUM
bae-9928	124	14	of	of	ADP
bae-9928	124	15	impresa	impresa	PROPN
bae-9928	124	16	project	project	NOUN
bae-9928	124	17	,	,	PUNCT
bae-9928	124	18	downloadable	downloadable	ADJ
bae-9928	124	19	at	at	ADP
bae-9928	124	20	:	:	PUNCT
bae-9928	124	21	http://www.impresa-project.eu/	http://www.impresa-project.eu/	PROPN
bae-9928	124	22	home.html	home.html	PROPN
bae-9928	124	23	table	table	NOUN
bae-9928	124	24	1	1	NUM
bae-9928	124	25	.	.	X
bae-9928	124	26	gbaord	gbaord	NOUN
bae-9928	124	27	for	for	ADP
bae-9928	124	28	agriculture	agriculture	NOUN
bae-9928	124	29	–	–	PUNCT
bae-9928	124	30	million	million	NUM
bae-9928	124	31	2005	2005	NUM
bae-9928	124	32	dollars	dollar	NOUN
bae-9928	124	33	–	–	PUNCT
bae-9928	124	34	constant	constant	ADJ
bae-9928	124	35	prices	price	NOUN
bae-9928	124	36	and	and	CCONJ
bae-9928	124	37	ppps	ppps	PROPN
bae-9928	124	38	(	(	PUNCT
bae-9928	124	39	time	time	NOUN
bae-9928	124	40	averages	average	NOUN
bae-9928	124	41	)	)	PUNCT
bae-9928	124	42	.	.	PUNCT
bae-9928	125	1	austria	austria	PROPN
bae-9928	125	2	belgium	belgium	PROPN
bae-9928	125	3	denmark	denmark	PROPN
bae-9928	125	4	finland	finland	PROPN
bae-9928	125	5	france	france	PROPN
bae-9928	125	6	germany	germany	PROPN
bae-9928	125	7	greece	greece	PROPN
bae-9928	125	8	ireland	ireland	PROPN
bae-9928	125	9	mean	mean	VERB
bae-9928	125	10	41	41	NUM
bae-9928	125	11	59	59	NUM
bae-9928	125	12	73	73	NUM
bae-9928	125	13	80	80	NUM
bae-9928	125	14	526	526	NUM
bae-9928	125	15	470	470	NUM
bae-9928	125	16	51	51	NUM
bae-9928	125	17	57	57	NUM
bae-9928	125	18	st	st	PROPN
bae-9928	125	19	.	.	PROPN
bae-9928	125	20	dev	dev	PROPN
bae-9928	125	21	.	.	PUNCT
bae-9928	126	1	6.4	6.4	NUM
bae-9928	126	2	20.6	20.6	NUM
bae-9928	126	3	22.7	22.7	NUM
bae-9928	126	4	13.6	13.6	NUM
bae-9928	126	5	170.6	170.6	NUM
bae-9928	126	6	128.1	128.1	NUM
bae-9928	126	7	12.7	12.7	NUM
bae-9928	126	8	27.4	27.4	NUM
bae-9928	126	9	aver	aver	NOUN
bae-9928	126	10	.	.	PUNCT
bae-9928	127	1	%	%	PROPN
bae-9928	127	2	δ1	δ1	NOUN
bae-9928	127	3	0.80	0.80	NUM
bae-9928	127	4	%	%	NOUN
bae-9928	127	5	-3.87	-3.87	NOUN
bae-9928	127	6	%	%	NOUN
bae-9928	127	7	1.42	1.42	NUM
bae-9928	127	8	%	%	NOUN
bae-9928	127	9	1.68	1.68	NUM
bae-9928	127	10	%	%	NOUN
bae-9928	127	11	-2.94	-2.94	NUM
bae-9928	127	12	%	%	NOUN
bae-9928	127	13	1.82	1.82	NUM
bae-9928	127	14	%	%	NOUN
bae-9928	127	15	-1.82	-1.82	ADJ
bae-9928	127	16	%	%	NOUN
bae-9928	127	17	4.48	4.48	NUM
bae-9928	127	18	%	%	NOUN
bae-9928	127	19	italy	italy	PROPN
bae-9928	127	20	netherlands	netherlands	PROPN
bae-9928	127	21	norway	norway	PROPN
bae-9928	127	22	portugal	portugal	PROPN
bae-9928	127	23	spain	spain	PROPN
bae-9928	127	24	sweden	sweden	PROPN
bae-9928	127	25	switzerland	switzerland	PROPN
bae-9928	127	26	united	united	PROPN
bae-9928	127	27	kingdom	kingdom	PROPN
bae-9928	127	28	mean	mean	VERB
bae-9928	127	29	277	277	NUM
bae-9928	127	30	176	176	NUM
bae-9928	127	31	112	112	NUM
bae-9928	127	32	107	107	NUM
bae-9928	127	33	311	311	NUM
bae-9928	127	34	46	46	NUM
bae-9928	127	35	47	47	NUM
bae-9928	127	36	519	519	NUM
bae-9928	127	37	st	st	PROPN
bae-9928	127	38	.	.	PROPN
bae-9928	127	39	dev	dev	PROPN
bae-9928	127	40	.	.	PROPN
bae-9928	128	1	89.7	89.7	NUM
bae-9928	128	2	37.9	37.9	NUM
bae-9928	128	3	22.1	22.1	NUM
bae-9928	128	4	39.0	39.0	NUM
bae-9928	128	5	240.5	240.5	NUM
bae-9928	128	6	11.9	11.9	NUM
bae-9928	128	7	13.6	13.6	NUM
bae-9928	128	8	105.3	105.3	NUM
bae-9928	128	9	aver	aver	NOUN
bae-9928	128	10	.	.	PUNCT
bae-9928	128	11	%	%	NOUN
bae-9928	128	12	δ	δ	PROPN
bae-9928	128	13	1.54	1.54	NUM
bae-9928	128	14	%	%	NOUN
bae-9928	128	15	0.00	0.00	NUM
bae-9928	128	16	%	%	NOUN
bae-9928	128	17	1.98	1.98	NUM
bae-9928	128	18	%	%	NOUN
bae-9928	128	19	3.13	3.13	NUM
bae-9928	128	20	%	%	NOUN
bae-9928	128	21	7.13	7.13	NUM
bae-9928	128	22	%	%	NOUN
bae-9928	128	23	0.00	0.00	NUM
bae-9928	128	24	%	%	NOUN
bae-9928	128	25	0.00	0.00	NUM
bae-9928	128	26	%	%	NOUN
bae-9928	128	27	-2.07	-2.07	NUM
bae-9928	128	28	%	%	NOUN
bae-9928	128	29	source	source	NOUN
bae-9928	128	30	:	:	PUNCT
bae-9928	128	31	own	own	ADJ
bae-9928	128	32	elaboration	elaboration	NOUN
bae-9928	128	33	on	on	ADP
bae-9928	128	34	oecd	oecd	PROPN
bae-9928	128	35	data	datum	NOUN
bae-9928	128	36	.	.	PUNCT
bae-9928	129	1	1	1	NUM
bae-9928	129	2	per	per	ADP
bae-9928	129	3	each	each	DET
bae-9928	129	4	country	country	NOUN
bae-9928	129	5	,	,	PUNCT
bae-9928	129	6	the	the	DET
bae-9928	129	7	trend	trend	NOUN
bae-9928	129	8	has	have	AUX
bae-9928	129	9	been	be	AUX
bae-9928	129	10	computed	compute	VERB
bae-9928	129	11	linearly	linearly	ADV
bae-9928	129	12	through	through	ADP
bae-9928	129	13	ols	ol	NOUN
bae-9928	129	14	(	(	PUNCT
bae-9928	129	15	the	the	DET
bae-9928	129	16	estimated	estimate	VERB
bae-9928	129	17	coefficient	coefficient	NOUN
bae-9928	129	18	of	of	ADP
bae-9928	129	19	time	time	NOUN
bae-9928	129	20	)	)	PUNCT
bae-9928	129	21	and	and	CCONJ
bae-9928	129	22	then	then	ADV
bae-9928	129	23	averaged	average	VERB
bae-9928	129	24	by	by	ADP
bae-9928	129	25	the	the	DET
bae-9928	129	26	mean	mean	NOUN
bae-9928	129	27	of	of	ADP
bae-9928	129	28	the	the	DET
bae-9928	129	29	series	series	NOUN
bae-9928	129	30	.	.	PUNCT
bae-9928	130	1	78	78	NUM
bae-9928	130	2	bio	bio	NOUN
bae-9928	130	3	-	-	PUNCT
bae-9928	130	4	based	base	VERB
bae-9928	130	5	and	and	CCONJ
bae-9928	130	6	applied	apply	VERB
bae-9928	130	7	economics	economic	NOUN
bae-9928	130	8	10(1	10(1	NUM
bae-9928	130	9	):	):	PUNCT
bae-9928	130	10	78	78	NUM
bae-9928	130	11	-	-	SYM
bae-9928	130	12	86	86	NUM
bae-9928	130	13	,	,	PUNCT
bae-9928	130	14	2021	2021	NUM
bae-9928	130	15	|	|	ADV
bae-9928	130	16	e	e	NOUN
bae-9928	130	17	-	-	PROPN
bae-9928	130	18	issn	issn	VERB
bae-9928	130	19	2280	2280	NUM
bae-9928	130	20	-	-	SYM
bae-9928	130	21	6172	6172	NUM
bae-9928	130	22	|	|	ADV
bae-9928	130	23	doi	doi	NOUN
bae-9928	130	24	:	:	PUNCT
bae-9928	130	25	10.36253	10.36253	NUM
bae-9928	130	26	/	/	SYM
bae-9928	130	27	bae-9928	bae-9928	PROPN
bae-9928	130	28	michele	michele	PROPN
bae-9928	130	29	vollaro	vollaro	PROPN
bae-9928	130	30	,	,	PUNCT
bae-9928	130	31	meri	meri	PROPN
bae-9928	130	32	raggi	raggi	PROPN
bae-9928	130	33	,	,	PUNCT
bae-9928	130	34	davide	davide	PROPN
bae-9928	130	35	viaggi	viaggi	VERB
bae-9928	130	36	the	the	DET
bae-9928	130	37	flatness	flatness	NOUN
bae-9928	130	38	of	of	ADP
bae-9928	130	39	tfp	tfp	PROPN
bae-9928	130	40	until	until	ADP
bae-9928	130	41	1990	1990	NUM
bae-9928	130	42	might	might	AUX
bae-9928	130	43	prove	prove	VERB
bae-9928	130	44	to	to	PART
bae-9928	130	45	be	be	AUX
bae-9928	130	46	a	a	DET
bae-9928	130	47	factor	factor	NOUN
bae-9928	130	48	consistent	consistent	ADJ
bae-9928	130	49	with	with	ADP
bae-9928	130	50	the	the	DET
bae-9928	130	51	supposed	suppose	VERB
bae-9928	130	52	role	role	NOUN
bae-9928	130	53	of	of	ADP
bae-9928	130	54	r&d	r&d	NOUN
bae-9928	130	55	investments	investment	NOUN
bae-9928	130	56	in	in	ADP
bae-9928	130	57	inducing	induce	VERB
bae-9928	130	58	productivity	productivity	NOUN
bae-9928	130	59	growth	growth	NOUN
bae-9928	130	60	over	over	ADP
bae-9928	130	61	time	time	NOUN
bae-9928	130	62	.	.	PUNCT
bae-9928	131	1	in	in	ADP
bae-9928	131	2	fact	fact	NOUN
bae-9928	131	3	,	,	PUNCT
bae-9928	131	4	given	give	VERB
bae-9928	131	5	that	that	SCONJ
bae-9928	131	6	the	the	DET
bae-9928	131	7	trends	trend	NOUN
bae-9928	131	8	of	of	ADP
bae-9928	131	9	the	the	DET
bae-9928	131	10	inputs	input	NOUN
bae-9928	131	11	do	do	AUX
bae-9928	131	12	not	not	PART
bae-9928	131	13	show	show	VERB
bae-9928	131	14	flat	flat	ADJ
bae-9928	131	15	trends	trend	NOUN
bae-9928	131	16	,	,	PUNCT
bae-9928	131	17	but	but	CCONJ
bae-9928	131	18	rather	rather	ADV
bae-9928	131	19	decreasing	decrease	VERB
bae-9928	131	20	ones	one	NOUN
bae-9928	131	21	along	along	ADP
bae-9928	131	22	the	the	DET
bae-9928	131	23	entire	entire	ADJ
bae-9928	131	24	period	period	NOUN
bae-9928	131	25	,	,	PUNCT
bae-9928	131	26	it	it	PRON
bae-9928	131	27	is	be	AUX
bae-9928	131	28	plausible	plausible	ADJ
bae-9928	131	29	to	to	PART
bae-9928	131	30	hypothesize	hypothesize	VERB
bae-9928	131	31	the	the	DET
bae-9928	131	32	attribution	attribution	NOUN
bae-9928	131	33	of	of	ADP
bae-9928	131	34	the	the	DET
bae-9928	131	35	initial	initial	ADJ
bae-9928	131	36	stability	stability	NOUN
bae-9928	131	37	and	and	CCONJ
bae-9928	131	38	the	the	DET
bae-9928	131	39	subsequent	subsequent	ADJ
bae-9928	131	40	growth	growth	NOUN
bae-9928	131	41	of	of	ADP
bae-9928	131	42	tfp	tfp	PROPN
bae-9928	131	43	to	to	ADP
bae-9928	131	44	a	a	DET
bae-9928	131	45	likely	likely	ADJ
bae-9928	131	46	progressive	progressive	ADJ
bae-9928	131	47	growth	growth	NOUN
bae-9928	131	48	in	in	ADP
bae-9928	131	49	technical	technical	ADJ
bae-9928	131	50	and	and	CCONJ
bae-9928	131	51	allocation	allocation	NOUN
bae-9928	131	52	efficiency	efficiency	NOUN
bae-9928	131	53	originating	originate	VERB
bae-9928	131	54	from	from	ADP
bae-9928	131	55	research	research	NOUN
bae-9928	131	56	.	.	PUNCT
bae-9928	132	1	this	this	DET
bae-9928	132	2	preliminary	preliminary	ADJ
bae-9928	132	3	assessment	assessment	NOUN
bae-9928	132	4	suggests	suggest	VERB
bae-9928	132	5	that	that	SCONJ
bae-9928	132	6	the	the	DET
bae-9928	132	7	selected	select	VERB
bae-9928	132	8	data	datum	NOUN
bae-9928	132	9	could	could	AUX
bae-9928	132	10	be	be	AUX
bae-9928	132	11	considered	consider	VERB
bae-9928	132	12	suitable	suitable	ADJ
bae-9928	132	13	for	for	ADP
bae-9928	132	14	testing	test	VERB
bae-9928	132	15	the	the	DET
bae-9928	132	16	hypothesis	hypothesis	NOUN
bae-9928	132	17	of	of	ADP
bae-9928	132	18	a	a	DET
bae-9928	132	19	relationship	relationship	NOUN
bae-9928	132	20	between	between	ADP
bae-9928	132	21	r&d	r&d	NOUN
bae-9928	132	22	expenditures	expenditure	NOUN
bae-9928	132	23	in	in	ADP
bae-9928	132	24	agriculture	agriculture	NOUN
bae-9928	132	25	and	and	CCONJ
bae-9928	132	26	agricultural	agricultural	ADJ
bae-9928	132	27	productivity	productivity	NOUN
bae-9928	132	28	.	.	PUNCT
bae-9928	133	1	based	base	VERB
bae-9928	133	2	on	on	ADP
bae-9928	133	3	available	available	ADJ
bae-9928	133	4	time	time	NOUN
bae-9928	133	5	series	series	NOUN
bae-9928	133	6	,	,	PUNCT
bae-9928	133	7	in	in	ADP
bae-9928	133	8	this	this	DET
bae-9928	133	9	paper	paper	NOUN
bae-9928	133	10	we	we	PRON
bae-9928	133	11	estimate	estimate	VERB
bae-9928	133	12	the	the	DET
bae-9928	133	13	direct	direct	ADJ
bae-9928	133	14	impact	impact	NOUN
bae-9928	133	15	of	of	ADP
bae-9928	133	16	public	public	ADJ
bae-9928	133	17	expenditure	expenditure	NOUN
bae-9928	133	18	on	on	ADP
bae-9928	133	19	r&d	r&d	NOUN
bae-9928	133	20	on	on	ADP
bae-9928	133	21	tfp	tfp	PROPN
bae-9928	133	22	and	and	CCONJ
bae-9928	133	23	,	,	PUNCT
bae-9928	133	24	in	in	ADP
bae-9928	133	25	turn	turn	NOUN
bae-9928	133	26	,	,	PUNCT
bae-9928	133	27	the	the	DET
bae-9928	133	28	relative	relative	ADJ
bae-9928	133	29	ror	ror	NOUN
bae-9928	133	30	,	,	PUNCT
bae-9928	133	31	by	by	ADP
bae-9928	133	32	employing	employ	VERB
bae-9928	133	33	the	the	DET
bae-9928	133	34	most	most	ADV
bae-9928	133	35	appropriate	appropriate	ADJ
bae-9928	133	36	methodology	methodology	NOUN
bae-9928	133	37	,	,	PUNCT
bae-9928	133	38	suitably	suitably	ADV
bae-9928	133	39	tailored	tailor	VERB
bae-9928	133	40	to	to	ADP
bae-9928	133	41	the	the	DET
bae-9928	133	42	available	available	ADJ
bae-9928	133	43	series	series	NOUN
bae-9928	133	44	of	of	ADP
bae-9928	133	45	data	data	PROPN
bae-9928	133	46	.	.	PUNCT
bae-9928	134	1	4	4	X
bae-9928	134	2	.	.	X
bae-9928	134	3	methodology	methodology	NOUN
bae-9928	134	4	despite	despite	SCONJ
bae-9928	134	5	many	many	ADJ
bae-9928	134	6	years	year	NOUN
bae-9928	134	7	of	of	ADP
bae-9928	134	8	academic	academic	ADJ
bae-9928	134	9	analysis	analysis	NOUN
bae-9928	134	10	,	,	PUNCT
bae-9928	134	11	the	the	DET
bae-9928	134	12	study	study	NOUN
bae-9928	134	13	of	of	ADP
bae-9928	134	14	the	the	DET
bae-9928	134	15	impacts	impact	NOUN
bae-9928	134	16	of	of	ADP
bae-9928	134	17	agricultural	agricultural	ADJ
bae-9928	134	18	r&d	r&d	NOUN
bae-9928	134	19	on	on	ADP
bae-9928	134	20	the	the	DET
bae-9928	134	21	economy	economy	NOUN
bae-9928	134	22	has	have	AUX
bae-9928	134	23	not	not	PART
bae-9928	134	24	converged	converge	VERB
bae-9928	134	25	in	in	ADP
bae-9928	134	26	a	a	DET
bae-9928	134	27	well	well	ADV
bae-9928	134	28	-	-	PUNCT
bae-9928	134	29	established	establish	VERB
bae-9928	134	30	and	and	CCONJ
bae-9928	134	31	agreed	agree	VERB
bae-9928	134	32	upon	upon	SCONJ
bae-9928	134	33	methodology	methodology	NOUN
bae-9928	134	34	.	.	PUNCT
bae-9928	135	1	two	two	NUM
bae-9928	135	2	main	main	ADJ
bae-9928	135	3	theoretical	theoretical	ADJ
bae-9928	135	4	streamlines	streamline	NOUN
bae-9928	135	5	of	of	ADP
bae-9928	135	6	economic	economic	ADJ
bae-9928	135	7	growth	growth	NOUN
bae-9928	135	8	support	support	VERB
bae-9928	135	9	the	the	DET
bae-9928	135	10	study	study	NOUN
bae-9928	135	11	of	of	ADP
bae-9928	135	12	economic	economic	ADJ
bae-9928	135	13	impact	impact	NOUN
bae-9928	135	14	of	of	ADP
bae-9928	135	15	r&d	r&d	NOUN
bae-9928	135	16	,	,	PUNCT
bae-9928	135	17	the	the	DET
bae-9928	135	18	exogenous	exogenous	ADJ
bae-9928	135	19	and	and	CCONJ
bae-9928	135	20	endogenous	endogenous	ADJ
bae-9928	135	21	growth	growth	NOUN
bae-9928	135	22	models	model	NOUN
bae-9928	135	23	,	,	PUNCT
bae-9928	135	24	which	which	PRON
bae-9928	135	25	in	in	ADP
bae-9928	135	26	turn	turn	NOUN
bae-9928	135	27	give	give	VERB
bae-9928	135	28	rise	rise	NOUN
bae-9928	135	29	to	to	ADP
bae-9928	135	30	different	different	ADJ
bae-9928	135	31	methodological	methodological	ADJ
bae-9928	135	32	approaches	approach	NOUN
bae-9928	135	33	.	.	PUNCT
bae-9928	136	1	the	the	DET
bae-9928	136	2	differences	difference	NOUN
bae-9928	136	3	,	,	PUNCT
bae-9928	136	4	as	as	ADV
bae-9928	136	5	well	well	ADV
bae-9928	136	6	as	as	ADP
bae-9928	136	7	the	the	DET
bae-9928	136	8	pros	pro	NOUN
bae-9928	136	9	and	and	CCONJ
bae-9928	136	10	cons	con	NOUN
bae-9928	136	11	,	,	PUNCT
bae-9928	136	12	between	between	ADP
bae-9928	136	13	these	these	DET
bae-9928	136	14	main	main	ADJ
bae-9928	136	15	approaches	approach	NOUN
bae-9928	136	16	for	for	ADP
bae-9928	136	17	the	the	DET
bae-9928	136	18	study	study	NOUN
bae-9928	136	19	of	of	ADP
bae-9928	136	20	the	the	DET
bae-9928	136	21	economic	economic	ADJ
bae-9928	136	22	impact	impact	NOUN
bae-9928	136	23	of	of	ADP
bae-9928	136	24	r&d	r&d	NOUN
bae-9928	136	25	are	be	AUX
bae-9928	136	26	well	well	ADV
bae-9928	136	27	exposed	expose	VERB
bae-9928	136	28	by	by	ADP
bae-9928	136	29	parente	parente	NOUN
bae-9928	136	30	(	(	PUNCT
bae-9928	136	31	2001	2001	NUM
bae-9928	136	32	)	)	PUNCT
bae-9928	136	33	,	,	PUNCT
bae-9928	136	34	who	who	PRON
bae-9928	136	35	considers	consider	VERB
bae-9928	136	36	the	the	DET
bae-9928	136	37	exogenous	exogenous	ADJ
bae-9928	136	38	growth	growth	NOUN
bae-9928	136	39	model	model	NOUN
bae-9928	136	40	the	the	DET
bae-9928	136	41	best	good	ADJ
bae-9928	136	42	analytical	analytical	ADJ
bae-9928	136	43	framework	framework	NOUN
bae-9928	136	44	for	for	ADP
bae-9928	136	45	the	the	DET
bae-9928	136	46	assessment	assessment	NOUN
bae-9928	136	47	of	of	ADP
bae-9928	136	48	economic	economic	ADJ
bae-9928	136	49	growth	growth	NOUN
bae-9928	136	50	because	because	SCONJ
bae-9928	136	51	it	it	PRON
bae-9928	136	52	best	well	ADV
bae-9928	136	53	describes	describe	VERB
bae-9928	136	54	the	the	DET
bae-9928	136	55	convergence	convergence	NOUN
bae-9928	136	56	process	process	NOUN
bae-9928	136	57	of	of	ADP
bae-9928	136	58	countries	country	NOUN
bae-9928	136	59	’	'	PUNCT
bae-9928	136	60	economies	economy	NOUN
bae-9928	136	61	.	.	PUNCT
bae-9928	137	1	within	within	ADP
bae-9928	137	2	the	the	DET
bae-9928	137	3	framework	framework	NOUN
bae-9928	137	4	of	of	ADP
bae-9928	137	5	the	the	DET
bae-9928	137	6	exogenous	exogenous	ADJ
bae-9928	137	7	growth	growth	NOUN
bae-9928	137	8	model	model	NOUN
bae-9928	137	9	for	for	ADP
bae-9928	137	10	assessing	assess	VERB
bae-9928	137	11	the	the	DET
bae-9928	137	12	ror	ror	NOUN
bae-9928	137	13	,	,	PUNCT
bae-9928	137	14	expenditures	expenditure	NOUN
bae-9928	137	15	in	in	ADP
bae-9928	137	16	r&d	r&d	NOUN
bae-9928	137	17	are	be	AUX
bae-9928	137	18	employed	employ	VERB
bae-9928	137	19	as	as	ADP
bae-9928	137	20	a	a	DET
bae-9928	137	21	proxy	proxy	NOUN
bae-9928	137	22	for	for	ADP
bae-9928	137	23	knowledge	knowledge	NOUN
bae-9928	137	24	accumulation	accumulation	NOUN
bae-9928	137	25	and	and	CCONJ
bae-9928	137	26	,	,	PUNCT
bae-9928	137	27	therefore	therefore	ADV
bae-9928	137	28	,	,	PUNCT
bae-9928	137	29	treated	treat	VERB
bae-9928	137	30	as	as	ADP
bae-9928	137	31	an	an	DET
bae-9928	137	32	exogenous	exogenous	ADJ
bae-9928	137	33	capital	capital	NOUN
bae-9928	137	34	input	input	NOUN
bae-9928	137	35	in	in	ADP
bae-9928	137	36	the	the	DET
bae-9928	137	37	estimation	estimation	NOUN
bae-9928	137	38	process	process	NOUN
bae-9928	137	39	.	.	PUNCT
bae-9928	138	1	this	this	DET
bae-9928	138	2	assumption	assumption	NOUN
bae-9928	138	3	implies	imply	VERB
bae-9928	138	4	that	that	SCONJ
bae-9928	138	5	the	the	DET
bae-9928	138	6	effect	effect	NOUN
bae-9928	138	7	of	of	ADP
bae-9928	138	8	the	the	DET
bae-9928	138	9	r&d	r&d	NOUN
bae-9928	138	10	investment	investment	NOUN
bae-9928	138	11	is	be	AUX
bae-9928	138	12	supposed	suppose	VERB
bae-9928	138	13	to	to	PART
bae-9928	138	14	persist	persist	VERB
bae-9928	138	15	beyond	beyond	ADP
bae-9928	138	16	the	the	DET
bae-9928	138	17	first	first	ADJ
bae-9928	138	18	year	year	NOUN
bae-9928	138	19	,	,	PUNCT
bae-9928	138	20	therefore	therefore	ADV
bae-9928	138	21	affecting	affect	VERB
bae-9928	138	22	more	more	ADJ
bae-9928	138	23	than	than	ADP
bae-9928	138	24	one	one	NUM
bae-9928	138	25	production	production	NOUN
bae-9928	138	26	cycle12	cycle12	NOUN
bae-9928	138	27	.	.	PUNCT
bae-9928	139	1	this	this	DET
bae-9928	139	2	condition	condition	NOUN
bae-9928	139	3	implies	imply	VERB
bae-9928	139	4	the	the	DET
bae-9928	139	5	use	use	NOUN
bae-9928	139	6	of	of	ADP
bae-9928	139	7	time	time	NOUN
bae-9928	139	8	series	series	NOUN
bae-9928	139	9	analysis	analysis	NOUN
bae-9928	139	10	techniques	technique	NOUN
bae-9928	139	11	because	because	SCONJ
bae-9928	139	12	the	the	DET
bae-9928	139	13	focus	focus	NOUN
bae-9928	139	14	is	be	AUX
bae-9928	139	15	on	on	ADP
bae-9928	139	16	assessing	assess	VERB
bae-9928	139	17	the	the	DET
bae-9928	139	18	long	long	ADV
bae-9928	139	19	-	-	PUNCT
bae-9928	139	20	run	run	VERB
bae-9928	139	21	growth	growth	NOUN
bae-9928	139	22	and	and	CCONJ
bae-9928	139	23	returns	return	NOUN
bae-9928	139	24	.	.	PUNCT
bae-9928	140	1	however	however	ADV
bae-9928	140	2	,	,	PUNCT
bae-9928	140	3	being	be	AUX
bae-9928	140	4	aware	aware	ADJ
bae-9928	140	5	of	of	ADP
bae-9928	140	6	the	the	DET
bae-9928	140	7	limitations	limitation	NOUN
bae-9928	140	8	of	of	ADP
bae-9928	140	9	the	the	DET
bae-9928	140	10	available	available	ADJ
bae-9928	140	11	data	datum	NOUN
bae-9928	140	12	and	and	CCONJ
bae-9928	140	13	the	the	DET
bae-9928	140	14	consequent	consequent	ADJ
bae-9928	140	15	impossibility	impossibility	NOUN
bae-9928	140	16	of	of	ADP
bae-9928	140	17	applying	apply	VERB
bae-9928	140	18	the	the	DET
bae-9928	140	19	best	good	ADJ
bae-9928	140	20	available	available	ADJ
bae-9928	140	21	methodology	methodology	NOUN
bae-9928	140	22	,	,	PUNCT
bae-9928	140	23	a	a	DET
bae-9928	140	24	wide	wide	ADJ
bae-9928	140	25	review	review	NOUN
bae-9928	140	26	of	of	ADP
bae-9928	140	27	the	the	DET
bae-9928	140	28	recent	recent	ADJ
bae-9928	140	29	literature	literature	NOUN
bae-9928	140	30	,	,	PUNCT
bae-9928	140	31	including	include	VERB
bae-9928	140	32	,	,	PUNCT
bae-9928	140	33	inter	inter	PROPN
bae-9928	140	34	alia	alia	NOUN
bae-9928	140	35	,	,	PUNCT
bae-9928	140	36	schimmelpfennig	schimmelpfennig	VERB
bae-9928	140	37	et	et	PROPN
bae-9928	140	38	al	al	PROPN
bae-9928	140	39	.	.	PUNCT
bae-9928	141	1	(	(	PUNCT
bae-9928	141	2	1999	1999	NUM
bae-9928	141	3	)	)	PUNCT
bae-9928	141	4	,	,	PUNCT
bae-9928	141	5	fan	fan	NOUN
bae-9928	141	6	(	(	PUNCT
bae-9928	141	7	2000	2000	NUM
bae-9928	141	8	)	)	PUNCT
bae-9928	141	9	,	,	PUNCT
bae-9928	141	10	oehmke	oehmke	NOUN
bae-9928	141	11	(	(	PUNCT
bae-9928	141	12	2004	2004	NUM
bae-9928	141	13	)	)	PUNCT
bae-9928	141	14	,	,	PUNCT
bae-9928	141	15	ali	ali	PROPN
bae-9928	141	16	(	(	PUNCT
bae-9928	141	17	2005	2005	NUM
bae-9928	141	18	)	)	PUNCT
bae-9928	141	19	,	,	PUNCT
bae-9928	141	20	alene	alene	PROPN
bae-9928	141	21	et	et	PROPN
bae-9928	141	22	al	al	PROPN
bae-9928	141	23	.	.	PROPN
bae-9928	141	24	(	(	PUNCT
bae-9928	141	25	2009	2009	NUM
bae-9928	141	26	)	)	PUNCT
bae-9928	141	27	,	,	PUNCT
bae-9928	141	28	alene	alene	NOUN
bae-9928	141	29	(	(	PUNCT
bae-9928	141	30	2010	2010	NUM
bae-9928	141	31	)	)	PUNCT
bae-9928	141	32	,	,	PUNCT
bae-9928	141	33	suphannachart	suphannachart	PROPN
bae-9928	141	34	(	(	PUNCT
bae-9928	141	35	2011	2011	NUM
bae-9928	141	36	)	)	PUNCT
bae-9928	141	37	,	,	PUNCT
bae-9928	141	38	andersen	andersen	PROPN
bae-9928	141	39	(	(	PUNCT
bae-9928	141	40	2013	2013	NUM
bae-9928	141	41	)	)	PUNCT
bae-9928	141	42	,	,	PUNCT
bae-9928	141	43	hurley	hurley	PROPN
bae-9928	141	44	et	et	PROPN
bae-9928	141	45	al	al	PROPN
bae-9928	141	46	.	.	PROPN
bae-9928	141	47	(	(	PUNCT
bae-9928	141	48	2014	2014	NUM
bae-9928	141	49	)	)	PUNCT
bae-9928	141	50	and	and	CCONJ
bae-9928	141	51	jin	jin	NOUN
bae-9928	141	52	et	et	PROPN
bae-9928	141	53	al	al	PROPN
bae-9928	141	54	.	.	PUNCT
bae-9928	142	1	(	(	PUNCT
bae-9928	142	2	2016	2016	NUM
bae-9928	142	3	)	)	PUNCT
bae-9928	142	4	,	,	PUNCT
bae-9928	142	5	has	have	AUX
bae-9928	142	6	been	be	AUX
bae-9928	142	7	carried	carry	VERB
bae-9928	142	8	out	out	ADP
bae-9928	142	9	to	to	PART
bae-9928	142	10	identify	identify	VERB
bae-9928	142	11	the	the	DET
bae-9928	142	12	analytical	analytical	ADJ
bae-9928	142	13	approach	approach	NOUN
bae-9928	142	14	that	that	PRON
bae-9928	142	15	could	could	AUX
bae-9928	142	16	best	well	ADV
bae-9928	142	17	exploit	exploit	VERB
bae-9928	142	18	the	the	DET
bae-9928	142	19	informational	informational	ADJ
bae-9928	142	20	power	power	NOUN
bae-9928	142	21	of	of	ADP
bae-9928	142	22	the	the	DET
bae-9928	142	23	available	available	ADJ
bae-9928	142	24	data	datum	NOUN
bae-9928	142	25	.	.	PUNCT
bae-9928	143	1	these	these	DET
bae-9928	143	2	studies	study	NOUN
bae-9928	143	3	provide	provide	VERB
bae-9928	143	4	a	a	DET
bae-9928	143	5	variety	variety	NOUN
bae-9928	143	6	of	of	ADP
bae-9928	143	7	approaches	approach	NOUN
bae-9928	143	8	and	and	CCONJ
bae-9928	143	9	model	model	NOUN
bae-9928	143	10	specifications	specification	NOUN
bae-9928	143	11	for	for	ADP
bae-9928	143	12	the	the	DET
bae-9928	143	13	estimation	estimation	NOUN
bae-9928	143	14	of	of	ADP
bae-9928	143	15	the	the	DET
bae-9928	143	16	impacts	impact	NOUN
bae-9928	143	17	of	of	ADP
bae-9928	143	18	agricultural	agricultural	ADJ
bae-9928	143	19	research	research	NOUN
bae-9928	143	20	on	on	ADP
bae-9928	143	21	productivity	productivity	NOUN
bae-9928	143	22	.	.	PUNCT
bae-9928	144	1	the	the	DET
bae-9928	144	2	methodologies	methodology	NOUN
bae-9928	144	3	adopted	adopt	VERB
bae-9928	144	4	are	be	AUX
bae-9928	144	5	diverse	diverse	ADJ
bae-9928	144	6	across	across	ADP
bae-9928	144	7	the	the	DET
bae-9928	144	8	reviewed	review	VERB
bae-9928	144	9	works	work	NOUN
bae-9928	144	10	and	and	CCONJ
bae-9928	144	11	have	have	AUX
bae-9928	144	12	been	be	AUX
bae-9928	144	13	likely	likely	ADV
bae-9928	144	14	chosen	choose	VERB
bae-9928	144	15	to	to	PART
bae-9928	144	16	best	well	ADV
bae-9928	144	17	exploit	exploit	VERB
bae-9928	144	18	the	the	DET
bae-9928	144	19	available	available	ADJ
bae-9928	144	20	data	datum	NOUN
bae-9928	144	21	of	of	ADP
bae-9928	144	22	each	each	DET
bae-9928	144	23	study	study	NOUN
bae-9928	144	24	.	.	PUNCT
bae-9928	145	1	in	in	ADP
bae-9928	145	2	fact	fact	NOUN
bae-9928	145	3	,	,	PUNCT
bae-9928	145	4	agricultural	agricultural	ADJ
bae-9928	145	5	productivity	productivity	NOUN
bae-9928	145	6	is	be	AUX
bae-9928	145	7	measured	measure	VERB
bae-9928	145	8	in	in	ADP
bae-9928	145	9	gap	gap	NOUN
bae-9928	145	10	,	,	PUNCT
bae-9928	145	11	value	value	NOUN
bae-9928	145	12	added	add	VERB
bae-9928	145	13	,	,	PUNCT
bae-9928	145	14	tfp	tfp	PROPN
bae-9928	145	15	and	and	CCONJ
bae-9928	145	16	mfp	mfp	PROPN
bae-9928	145	17	,	,	PUNCT
bae-9928	145	18	while	while	SCONJ
bae-9928	145	19	research	research	NOUN
bae-9928	145	20	is	be	AUX
bae-9928	145	21	measured	measure	VERB
bae-9928	145	22	in	in	ADP
bae-9928	145	23	knowledge	knowledge	NOUN
bae-9928	145	24	stock	stock	NOUN
bae-9928	145	25	,	,	PUNCT
bae-9928	145	26	distributed	distribute	VERB
bae-9928	145	27	or	or	CCONJ
bae-9928	145	28	single	single	ADJ
bae-9928	145	29	lags	lag	NOUN
bae-9928	145	30	of	of	ADP
bae-9928	145	31	r&d	r&d	NOUN
bae-9928	145	32	expenditure	expenditure	NOUN
bae-9928	145	33	.	.	PUNCT
bae-9928	146	1	in	in	ADP
bae-9928	146	2	fact	fact	NOUN
bae-9928	146	3	,	,	PUNCT
bae-9928	146	4	the	the	DET
bae-9928	146	5	way	way	NOUN
bae-9928	146	6	research	research	NOUN
bae-9928	146	7	is	be	AUX
bae-9928	146	8	assumed	assume	VERB
bae-9928	146	9	to	to	PART
bae-9928	146	10	impact	impact	VERB
bae-9928	146	11	productivity	productivity	NOUN
bae-9928	146	12	over	over	ADP
bae-9928	146	13	time	time	NOUN
bae-9928	146	14	is	be	AUX
bae-9928	146	15	also	also	ADV
bae-9928	146	16	modelled	model	VERB
bae-9928	146	17	in	in	ADP
bae-9928	146	18	several	several	ADJ
bae-9928	146	19	ways	way	NOUN
bae-9928	146	20	,	,	PUNCT
bae-9928	146	21	either	either	CCONJ
bae-9928	146	22	by	by	ADP
bae-9928	146	23	imposing	impose	VERB
bae-9928	146	24	a	a	DET
bae-9928	146	25	certain	certain	ADJ
bae-9928	146	26	number	number	NOUN
bae-9928	146	27	of	of	ADP
bae-9928	146	28	lags	lag	NOUN
bae-9928	146	29	,	,	PUNCT
bae-9928	146	30	based	base	VERB
bae-9928	146	31	on	on	ADP
bae-9928	146	32	specific	specific	ADJ
bae-9928	146	33	assumptions	assumption	NOUN
bae-9928	146	34	12	12	NUM
bae-9928	146	35	in	in	ADP
bae-9928	146	36	this	this	DET
bae-9928	146	37	case	case	NOUN
bae-9928	146	38	,	,	PUNCT
bae-9928	146	39	the	the	DET
bae-9928	146	40	production	production	NOUN
bae-9928	146	41	cycle	cycle	NOUN
bae-9928	146	42	coincides	coincide	VERB
bae-9928	146	43	with	with	ADP
bae-9928	146	44	one	one	NUM
bae-9928	146	45	year	year	NOUN
bae-9928	146	46	.	.	PUNCT
bae-9928	147	1	table	table	NOUN
bae-9928	147	2	2	2	NUM
bae-9928	147	3	.	.	PUNCT
bae-9928	147	4	total	total	ADJ
bae-9928	147	5	factor	factor	NOUN
bae-9928	147	6	productivity	productivity	NOUN
bae-9928	147	7	(	(	PUNCT
bae-9928	147	8	tfp	tfp	PROPN
bae-9928	147	9	)	)	PUNCT
bae-9928	147	10	(	(	PUNCT
bae-9928	147	11	reference	reference	NOUN
bae-9928	147	12	level	level	NOUN
bae-9928	147	13	:	:	PUNCT
bae-9928	147	14	1961=100	1961=100	NUM
bae-9928	147	15	)	)	PUNCT
bae-9928	147	16	.	.	PUNCT
bae-9928	147	17	  	  	SPACE
bae-9928	148	1	austria	austria	PROPN
bae-9928	148	2	belgium	belgium	PROPN
bae-9928	148	3	denmark	denmark	PROPN
bae-9928	148	4	finland	finland	PROPN
bae-9928	148	5	france	france	PROPN
bae-9928	148	6	germany	germany	PROPN
bae-9928	148	7	greece	greece	PROPN
bae-9928	148	8	ireland	ireland	PROPN
bae-9928	148	9	1981	1981	NUM
bae-9928	148	10	130	130	NUM
bae-9928	148	11	139	139	NUM
bae-9928	148	12	121	121	NUM
bae-9928	148	13	122	122	NUM
bae-9928	148	14	119	119	NUM
bae-9928	148	15	134	134	NUM
bae-9928	148	16	147	147	NUM
bae-9928	148	17	109	109	NUM
bae-9928	148	18	2010	2010	NUM
bae-9928	148	19	263	263	NUM
bae-9928	148	20	226	226	NUM
bae-9928	148	21	330	330	NUM
bae-9928	148	22	190	190	NUM
bae-9928	148	23	222	222	NUM
bae-9928	148	24	292	292	NUM
bae-9928	148	25	215	215	NUM
bae-9928	148	26	160	160	NUM
bae-9928	148	27	mean	mean	NOUN
bae-9928	148	28	194	194	NUM
bae-9928	148	29	201	201	NUM
bae-9928	148	30	208	208	NUM
bae-9928	148	31	155	155	NUM
bae-9928	148	32	167	167	NUM
bae-9928	148	33	210	210	NUM
bae-9928	148	34	188	188	NUM
bae-9928	148	35	133	133	NUM
bae-9928	148	36	st	st	PROPN
bae-9928	148	37	.	.	PROPN
bae-9928	148	38	dev	dev	PROPN
bae-9928	148	39	.	.	PROPN
bae-9928	149	1	48.65	48.65	NUM
bae-9928	149	2	38.75	38.75	NUM
bae-9928	149	3	72.44	72.44	NUM
bae-9928	149	4	28.05	28.05	NUM
bae-9928	149	5	37.89	37.89	NUM
bae-9928	149	6	54.19	54.19	NUM
bae-9928	149	7	32.10	32.10	NUM
bae-9928	149	8	18.64	18.64	NUM
bae-9928	149	9	aver	aver	NOUN
bae-9928	149	10	.	.	PUNCT
bae-9928	149	11	%	%	NOUN
bae-9928	149	12	δ	δ	PROPN
bae-9928	149	13	2.73	2.73	NUM
bae-9928	149	14	%	%	NOUN
bae-9928	149	15	1.98	1.98	NUM
bae-9928	149	16	%	%	NOUN
bae-9928	149	17	3.88	3.88	NUM
bae-9928	149	18	%	%	NOUN
bae-9928	149	19	1.51	1.51	NUM
bae-9928	149	20	%	%	NOUN
bae-9928	149	21	2.51	2.51	NUM
bae-9928	149	22	%	%	NOUN
bae-9928	149	23	2.86	2.86	NUM
bae-9928	149	24	%	%	NOUN
bae-9928	149	25	1.88	1.88	NUM
bae-9928	149	26	%	%	NOUN
bae-9928	149	27	2.65	2.65	NUM
bae-9928	149	28	%	%	NOUN
bae-9928	149	29	  	  	SPACE
bae-9928	149	30	italy	italy	PROPN
bae-9928	149	31	netherlands	netherlands	PROPN
bae-9928	149	32	norway	norway	PROPN
bae-9928	149	33	portugal	portugal	PROPN
bae-9928	149	34	spain	spain	PROPN
bae-9928	149	35	sweden	sweden	PROPN
bae-9928	149	36	switzerland	switzerland	PROPN
bae-9928	149	37	united	united	PROPN
bae-9928	149	38	kingdom	kingdom	PROPN
bae-9928	149	39	1981	1981	NUM
bae-9928	149	40	163	163	NUM
bae-9928	149	41	169	169	NUM
bae-9928	149	42	105	105	NUM
bae-9928	149	43	89	89	NUM
bae-9928	149	44	193	193	NUM
bae-9928	149	45	115	115	NUM
bae-9928	149	46	116	116	NUM
bae-9928	149	47	136	136	NUM
bae-9928	149	48	2010	2010	NUM
bae-9928	149	49	358	358	NUM
bae-9928	149	50	365	365	NUM
bae-9928	149	51	164	164	NUM
bae-9928	149	52	209	209	NUM
bae-9928	149	53	386	386	NUM
bae-9928	149	54	196	196	NUM
bae-9928	149	55	218	218	NUM
bae-9928	149	56	172	172	NUM
bae-9928	149	57	mean	mean	NOUN
bae-9928	149	58	227	227	NUM
bae-9928	149	59	239	239	NUM
bae-9928	149	60	131	131	NUM
bae-9928	149	61	137	137	NUM
bae-9928	149	62	270	270	NUM
bae-9928	149	63	159	159	NUM
bae-9928	149	64	139	139	NUM
bae-9928	149	65	153	153	NUM
bae-9928	149	66	st	st	PROPN
bae-9928	149	67	.	.	PROPN
bae-9928	149	68	dev	dev	PROPN
bae-9928	149	69	.	.	PROPN
bae-9928	150	1	58.71	58.71	NUM
bae-9928	150	2	53.35	53.35	NUM
bae-9928	150	3	17.95	17.95	NUM
bae-9928	150	4	34.54	34.54	NUM
bae-9928	150	5	67.92	67.92	NUM
bae-9928	150	6	26.57	26.57	NUM
bae-9928	150	7	27.06	27.06	NUM
bae-9928	150	8	10.86	10.86	NUM
bae-9928	150	9	aver	aver	NOUN
bae-9928	150	10	.	.	PUNCT
bae-9928	150	11	%	%	NOUN
bae-9928	150	12	δ	δ	PROPN
bae-9928	150	13	2.82	2.82	NUM
bae-9928	150	14	%	%	NOUN
bae-9928	150	15	2.45	2.45	NUM
bae-9928	150	16	%	%	NOUN
bae-9928	150	17	1.41	1.41	NUM
bae-9928	150	18	%	%	NOUN
bae-9928	150	19	2.80	2.80	NUM
bae-9928	150	20	%	%	NOUN
bae-9928	150	21	2.73	2.73	NUM
bae-9928	150	22	%	%	NOUN
bae-9928	150	23	1.87	1.87	NUM
bae-9928	150	24	%	%	NOUN
bae-9928	150	25	2.03	2.03	NUM
bae-9928	150	26	%	%	NOUN
bae-9928	150	27	0.78	0.78	NUM
bae-9928	150	28	%	%	NOUN
bae-9928	150	29	source	source	NOUN
bae-9928	150	30	:	:	PUNCT
bae-9928	150	31	own	own	ADJ
bae-9928	150	32	elaboration	elaboration	NOUN
bae-9928	150	33	on	on	ADP
bae-9928	150	34	usda	usda	PROPN
bae-9928	150	35	data	datum	NOUN
bae-9928	150	36	1981	1981	NUM
bae-9928	150	37	-	-	SYM
bae-9928	150	38	2010	2010	NUM
bae-9928	150	39	;	;	PUNCT
bae-9928	150	40	the	the	DET
bae-9928	150	41	first	first	ADJ
bae-9928	150	42	line	line	NOUN
bae-9928	150	43	includes	include	VERB
bae-9928	150	44	values	value	NOUN
bae-9928	150	45	for	for	ADP
bae-9928	150	46	1981	1981	NUM
bae-9928	150	47	as	as	ADP
bae-9928	150	48	a	a	DET
bae-9928	150	49	term	term	NOUN
bae-9928	150	50	of	of	ADP
bae-9928	150	51	reference	reference	NOUN
bae-9928	150	52	.	.	PUNCT
bae-9928	151	1	79public	79public	NUM
bae-9928	151	2	r&d	r&d	NOUN
bae-9928	151	3	and	and	CCONJ
bae-9928	151	4	european	european	ADJ
bae-9928	151	5	agriculture	agriculture	NOUN
bae-9928	151	6	:	:	PUNCT
bae-9928	151	7	impact	impact	NOUN
bae-9928	151	8	on	on	ADP
bae-9928	151	9	productivity	productivity	NOUN
bae-9928	151	10	and	and	CCONJ
bae-9928	151	11	return	return	NOUN
bae-9928	151	12	on	on	ADP
bae-9928	151	13	r&d	r&d	NOUN
bae-9928	151	14	expenditure	expenditure	NOUN
bae-9928	151	15	bio	bio	NOUN
bae-9928	151	16	-	-	PUNCT
bae-9928	151	17	based	base	VERB
bae-9928	151	18	and	and	CCONJ
bae-9928	151	19	applied	apply	VERB
bae-9928	151	20	economics	economic	NOUN
bae-9928	151	21	10(1	10(1	NUM
bae-9928	151	22	):	):	PUNCT
bae-9928	151	23	79	79	NUM
bae-9928	151	24	-	-	SYM
bae-9928	151	25	86	86	NUM
bae-9928	151	26	,	,	PUNCT
bae-9928	151	27	2021	2021	NUM
bae-9928	151	28	|	|	ADV
bae-9928	151	29	e	e	NOUN
bae-9928	151	30	-	-	PROPN
bae-9928	151	31	issn	issn	VERB
bae-9928	151	32	2280	2280	NUM
bae-9928	151	33	-	-	SYM
bae-9928	151	34	6172	6172	NUM
bae-9928	151	35	|	|	ADV
bae-9928	151	36	doi	doi	NOUN
bae-9928	151	37	:	:	PUNCT
bae-9928	151	38	10.36253	10.36253	NUM
bae-9928	151	39	/	/	SYM
bae-9928	151	40	bae-9928	bae-9928	NOUN
bae-9928	151	41	regarding	regard	VERB
bae-9928	151	42	the	the	DET
bae-9928	151	43	nature	nature	NOUN
bae-9928	151	44	of	of	ADP
bae-9928	151	45	the	the	DET
bae-9928	151	46	research	research	NOUN
bae-9928	151	47	system	system	NOUN
bae-9928	151	48	mainly	mainly	ADV
bae-9928	151	49	present	present	ADJ
bae-9928	151	50	in	in	ADP
bae-9928	151	51	a	a	DET
bae-9928	151	52	country	country	NOUN
bae-9928	151	53	(	(	PUNCT
bae-9928	151	54	basic	basic	ADJ
bae-9928	151	55	,	,	PUNCT
bae-9928	151	56	experimental	experimental	ADJ
bae-9928	151	57	,	,	PUNCT
bae-9928	151	58	adaptive	adaptive	ADJ
bae-9928	151	59	,	,	PUNCT
bae-9928	151	60	extension	extension	NOUN
bae-9928	151	61	,	,	PUNCT
bae-9928	151	62	etc	etc	X
bae-9928	151	63	…	…	X
bae-9928	151	64	)	)	PUNCT
bae-9928	151	65	(	(	PUNCT
bae-9928	151	66	alene	alene	NOUN
bae-9928	151	67	,	,	PUNCT
bae-9928	151	68	2010	2010	NUM
bae-9928	151	69	)	)	PUNCT
bae-9928	151	70	,	,	PUNCT
bae-9928	151	71	or	or	CCONJ
bae-9928	151	72	by	by	ADP
bae-9928	151	73	inferring	infer	VERB
bae-9928	151	74	the	the	DET
bae-9928	151	75	length	length	NOUN
bae-9928	151	76	through	through	ADP
bae-9928	151	77	information	information	NOUN
bae-9928	151	78	criteria	criterion	NOUN
bae-9928	151	79	of	of	ADP
bae-9928	151	80	regression	regression	NOUN
bae-9928	151	81	models	model	NOUN
bae-9928	151	82	,	,	PUNCT
bae-9928	151	83	such	such	ADJ
bae-9928	151	84	as	as	ADP
bae-9928	151	85	adjusted	adjusted	ADJ
bae-9928	151	86	r2	r2	NOUN
bae-9928	151	87	,	,	PUNCT
bae-9928	151	88	akaike	akaike	ADJ
bae-9928	151	89	,	,	PUNCT
bae-9928	151	90	likelihood	likelihood	NOUN
bae-9928	151	91	ratio	ratio	NOUN
bae-9928	151	92	and	and	CCONJ
bae-9928	151	93	other	other	ADJ
bae-9928	151	94	criteria	criterion	NOUN
bae-9928	151	95	(	(	PUNCT
bae-9928	151	96	fan	fan	NOUN
bae-9928	151	97	et	et	PROPN
bae-9928	151	98	al	al	PROPN
bae-9928	151	99	.	.	PROPN
bae-9928	151	100	,	,	PUNCT
bae-9928	151	101	2000	2000	NUM
bae-9928	151	102	;	;	PUNCT
bae-9928	151	103	alene	alene	PROPN
bae-9928	151	104	et	et	PROPN
bae-9928	151	105	al	al	PROPN
bae-9928	151	106	.	.	PROPN
bae-9928	151	107	,	,	PUNCT
bae-9928	151	108	2009	2009	NUM
bae-9928	151	109	)	)	PUNCT
bae-9928	151	110	.	.	PUNCT
bae-9928	152	1	the	the	DET
bae-9928	152	2	presence	presence	NOUN
bae-9928	152	3	of	of	ADP
bae-9928	152	4	lags	lag	NOUN
bae-9928	152	5	inevitably	inevitably	ADV
bae-9928	152	6	yields	yield	VERB
bae-9928	152	7	estimation	estimation	NOUN
bae-9928	152	8	issues	issue	NOUN
bae-9928	152	9	(	(	PUNCT
bae-9928	152	10	biases	bias	NOUN
bae-9928	152	11	)	)	PUNCT
bae-9928	152	12	due	due	ADP
bae-9928	152	13	to	to	ADP
bae-9928	152	14	multicollinearity	multicollinearity	NOUN
bae-9928	152	15	,	,	PUNCT
bae-9928	152	16	implying	imply	VERB
bae-9928	152	17	the	the	DET
bae-9928	152	18	imposition	imposition	NOUN
bae-9928	152	19	of	of	ADP
bae-9928	152	20	a	a	DET
bae-9928	152	21	limit	limit	NOUN
bae-9928	152	22	in	in	ADP
bae-9928	152	23	the	the	DET
bae-9928	152	24	length	length	NOUN
bae-9928	152	25	of	of	ADP
bae-9928	152	26	the	the	DET
bae-9928	152	27	time	time	NOUN
bae-9928	152	28	lag	lag	NOUN
bae-9928	152	29	.	.	PUNCT
bae-9928	153	1	furthermore	furthermore	ADV
bae-9928	153	2	,	,	PUNCT
bae-9928	153	3	research	research	NOUN
bae-9928	153	4	lags	lag	NOUN
bae-9928	153	5	are	be	AUX
bae-9928	153	6	not	not	PART
bae-9928	153	7	modelled	model	VERB
bae-9928	153	8	according	accord	VERB
bae-9928	153	9	to	to	ADP
bae-9928	153	10	a	a	DET
bae-9928	153	11	linear	linear	ADJ
bae-9928	153	12	impact	impact	NOUN
bae-9928	153	13	path	path	NOUN
bae-9928	153	14	,	,	PUNCT
bae-9928	153	15	but	but	CCONJ
bae-9928	153	16	rather	rather	ADV
bae-9928	153	17	designed	design	VERB
bae-9928	153	18	in	in	ADP
bae-9928	153	19	specific	specific	ADJ
bae-9928	153	20	shapes	shape	NOUN
bae-9928	153	21	accommodating	accommodate	VERB
bae-9928	153	22	the	the	DET
bae-9928	153	23	largely	largely	ADV
bae-9928	153	24	shared	share	VERB
bae-9928	153	25	hypothesis	hypothesis	NOUN
bae-9928	153	26	that	that	SCONJ
bae-9928	153	27	the	the	DET
bae-9928	153	28	impacts	impact	NOUN
bae-9928	153	29	of	of	ADP
bae-9928	153	30	r&d	r&d	NOUN
bae-9928	153	31	grow	grow	VERB
bae-9928	153	32	in	in	ADP
bae-9928	153	33	the	the	DET
bae-9928	153	34	early	early	ADJ
bae-9928	153	35	years	year	NOUN
bae-9928	153	36	right	right	ADV
bae-9928	153	37	after	after	ADP
bae-9928	153	38	the	the	DET
bae-9928	153	39	implementation	implementation	NOUN
bae-9928	153	40	of	of	ADP
bae-9928	153	41	the	the	DET
bae-9928	153	42	research	research	NOUN
bae-9928	153	43	,	,	PUNCT
bae-9928	153	44	reach	reach	VERB
bae-9928	153	45	a	a	DET
bae-9928	153	46	peak	peak	NOUN
bae-9928	153	47	and	and	CCONJ
bae-9928	153	48	then	then	ADV
bae-9928	153	49	decrease	decrease	VERB
bae-9928	153	50	.	.	PUNCT
bae-9928	154	1	such	such	ADJ
bae-9928	154	2	non	non	ADJ
bae-9928	154	3	-	-	ADJ
bae-9928	154	4	linear	linear	ADJ
bae-9928	154	5	impact	impact	NOUN
bae-9928	154	6	paths	path	NOUN
bae-9928	154	7	are	be	AUX
bae-9928	154	8	modelled	model	VERB
bae-9928	154	9	in	in	ADP
bae-9928	154	10	different	different	ADJ
bae-9928	154	11	ways	way	NOUN
bae-9928	154	12	in	in	ADP
bae-9928	154	13	the	the	DET
bae-9928	154	14	literature	literature	NOUN
bae-9928	154	15	,	,	PUNCT
bae-9928	154	16	in	in	ADP
bae-9928	154	17	particular	particular	ADJ
bae-9928	154	18	as	as	ADP
bae-9928	154	19	pdl	pdl	PROPN
bae-9928	154	20	(	(	PUNCT
bae-9928	154	21	polynomial	polynomial	ADJ
bae-9928	154	22	distributed	distribute	VERB
bae-9928	154	23	lags	lag	NOUN
bae-9928	154	24	)	)	PUNCT
bae-9928	154	25	,	,	PUNCT
bae-9928	154	26	gamma	gamma	NOUN
bae-9928	154	27	distribution	distribution	NOUN
bae-9928	154	28	function	function	NOUN
bae-9928	154	29	,	,	PUNCT
bae-9928	154	30	triangular	triangular	NOUN
bae-9928	154	31	or	or	CCONJ
bae-9928	154	32	trapezoidal	trapezoidal	ADJ
bae-9928	154	33	(	(	PUNCT
bae-9928	154	34	sumelius	sumelius	PROPN
bae-9928	154	35	,	,	PUNCT
bae-9928	154	36	1987	1987	NUM
bae-9928	154	37	;	;	PUNCT
bae-9928	154	38	thirtle	thirtle	NOUN
bae-9928	154	39	and	and	CCONJ
bae-9928	154	40	bottomley	bottomley	NOUN
bae-9928	154	41	,	,	PUNCT
bae-9928	154	42	1988	1988	NUM
bae-9928	154	43	;	;	PUNCT
bae-9928	154	44	thirtle	thirtle	NOUN
bae-9928	154	45	and	and	CCONJ
bae-9928	154	46	bottomley	bottomley	NOUN
bae-9928	154	47	,	,	PUNCT
bae-9928	154	48	1989	1989	NUM
bae-9928	154	49	;	;	PUNCT
bae-9928	154	50	thirtle	thirtle	NOUN
bae-9928	154	51	et	et	PROPN
bae-9928	154	52	al	al	PROPN
bae-9928	154	53	.	.	PROPN
bae-9928	154	54	,	,	PUNCT
bae-9928	154	55	1995	1995	NUM
bae-9928	154	56	;	;	PUNCT
bae-9928	154	57	schimmelpfennig	schimmelpfennig	VERB
bae-9928	154	58	et	et	PROPN
bae-9928	154	59	al	al	PROPN
bae-9928	154	60	.	.	PROPN
bae-9928	154	61	,	,	PUNCT
bae-9928	154	62	2000	2000	NUM
bae-9928	154	63	;	;	PUNCT
bae-9928	154	64	alene	alene	PROPN
bae-9928	154	65	,	,	PUNCT
bae-9928	154	66	2010	2010	NUM
bae-9928	154	67	)	)	PUNCT
bae-9928	154	68	.	.	PUNCT
bae-9928	155	1	the	the	DET
bae-9928	155	2	most	most	ADV
bae-9928	155	3	accredited	accredit	VERB
bae-9928	155	4	literature	literature	NOUN
bae-9928	155	5	is	be	AUX
bae-9928	155	6	not	not	PART
bae-9928	155	7	unanimous	unanimous	ADJ
bae-9928	155	8	on	on	ADP
bae-9928	155	9	the	the	DET
bae-9928	155	10	required	require	VERB
bae-9928	155	11	lag	lag	NOUN
bae-9928	155	12	length	length	NOUN
bae-9928	155	13	and	and	CCONJ
bae-9928	155	14	differences	difference	NOUN
bae-9928	155	15	depend	depend	VERB
bae-9928	155	16	on	on	ADP
bae-9928	155	17	the	the	DET
bae-9928	155	18	underlying	underlie	VERB
bae-9928	155	19	assumptions	assumption	NOUN
bae-9928	155	20	.	.	PUNCT
bae-9928	156	1	in	in	ADP
bae-9928	156	2	fact	fact	NOUN
bae-9928	156	3	,	,	PUNCT
bae-9928	156	4	in	in	ADP
bae-9928	156	5	order	order	NOUN
bae-9928	156	6	to	to	PART
bae-9928	156	7	assess	assess	VERB
bae-9928	156	8	the	the	DET
bae-9928	156	9	total	total	ADJ
bae-9928	156	10	effects	effect	NOUN
bae-9928	156	11	of	of	ADP
bae-9928	156	12	r&d	r&d	NOUN
bae-9928	156	13	expenditures	expenditure	NOUN
bae-9928	156	14	from	from	ADP
bae-9928	156	15	the	the	DET
bae-9928	156	16	beginning	beginning	NOUN
bae-9928	156	17	of	of	ADP
bae-9928	156	18	a	a	DET
bae-9928	156	19	research	research	NOUN
bae-9928	156	20	project	project	NOUN
bae-9928	156	21	to	to	ADP
bae-9928	156	22	the	the	DET
bae-9928	156	23	complete	complete	ADJ
bae-9928	156	24	obsolescence	obsolescence	NOUN
bae-9928	156	25	of	of	ADP
bae-9928	156	26	the	the	DET
bae-9928	156	27	related	related	ADJ
bae-9928	156	28	technology	technology	NOUN
bae-9928	156	29	,	,	PUNCT
bae-9928	156	30	alston	alston	PROPN
bae-9928	156	31	et	et	PROPN
bae-9928	156	32	al	al	PROPN
bae-9928	156	33	.	.	PROPN
bae-9928	156	34	(	(	PUNCT
bae-9928	156	35	2000	2000	NUM
bae-9928	156	36	)	)	PUNCT
bae-9928	156	37	suggest	suggest	VERB
bae-9928	156	38	a	a	DET
bae-9928	156	39	period	period	NOUN
bae-9928	156	40	of	of	ADP
bae-9928	156	41	at	at	ADV
bae-9928	156	42	least	least	ADV
bae-9928	156	43	50	50	NUM
bae-9928	156	44	years	year	NOUN
bae-9928	156	45	.	.	PUNCT
bae-9928	157	1	pardey	pardey	PROPN
bae-9928	157	2	and	and	CCONJ
bae-9928	157	3	craig	craig	PROPN
bae-9928	157	4	(	(	PUNCT
bae-9928	157	5	1989	1989	NUM
bae-9928	157	6	)	)	PUNCT
bae-9928	157	7	,	,	PUNCT
bae-9928	157	8	instead	instead	ADV
bae-9928	157	9	,	,	PUNCT
bae-9928	157	10	indicate	indicate	VERB
bae-9928	157	11	the	the	DET
bae-9928	157	12	necessity	necessity	NOUN
bae-9928	157	13	of	of	ADP
bae-9928	157	14	a	a	DET
bae-9928	157	15	lag	lag	NOUN
bae-9928	157	16	length	length	NOUN
bae-9928	157	17	of	of	ADP
bae-9928	157	18	at	at	ADV
bae-9928	157	19	least	least	ADV
bae-9928	157	20	30	30	NUM
bae-9928	157	21	years	year	NOUN
bae-9928	157	22	to	to	PART
bae-9928	157	23	be	be	AUX
bae-9928	157	24	able	able	ADJ
bae-9928	157	25	to	to	PART
bae-9928	157	26	capture	capture	VERB
bae-9928	157	27	the	the	DET
bae-9928	157	28	long	long	ADV
bae-9928	157	29	-	-	PUNCT
bae-9928	157	30	run	run	NOUN
bae-9928	157	31	impact	impact	NOUN
bae-9928	157	32	of	of	ADP
bae-9928	157	33	r&d	r&d	NOUN
bae-9928	157	34	on	on	ADP
bae-9928	157	35	agricultural	agricultural	ADJ
bae-9928	157	36	output	output	NOUN
bae-9928	157	37	.	.	PUNCT
bae-9928	158	1	it	it	PRON
bae-9928	158	2	is	be	AUX
bae-9928	158	3	useful	useful	ADJ
bae-9928	158	4	to	to	AUX
bae-9928	158	5	stress	stress	VERB
bae-9928	158	6	,	,	PUNCT
bae-9928	158	7	however	however	ADV
bae-9928	158	8	,	,	PUNCT
bae-9928	158	9	that	that	SCONJ
bae-9928	158	10	such	such	DET
bae-9928	158	11	a	a	DET
bae-9928	158	12	condition	condition	NOUN
bae-9928	158	13	is	be	AUX
bae-9928	158	14	mainly	mainly	ADV
bae-9928	158	15	found	find	VERB
bae-9928	158	16	in	in	ADP
bae-9928	158	17	studies	study	NOUN
bae-9928	158	18	in	in	ADP
bae-9928	158	19	which	which	PRON
bae-9928	158	20	the	the	DET
bae-9928	158	21	united	united	PROPN
bae-9928	158	22	states	states	PROPN
bae-9928	158	23	is	be	AUX
bae-9928	158	24	the	the	DET
bae-9928	158	25	subject	subject	NOUN
bae-9928	158	26	of	of	ADP
bae-9928	158	27	the	the	DET
bae-9928	158	28	estimation	estimation	NOUN
bae-9928	158	29	and	and	CCONJ
bae-9928	158	30	for	for	ADP
bae-9928	158	31	which	which	PRON
bae-9928	158	32	the	the	DET
bae-9928	158	33	assumption	assumption	NOUN
bae-9928	158	34	of	of	ADP
bae-9928	158	35	the	the	DET
bae-9928	158	36	research	research	NOUN
bae-9928	158	37	activities	activity	NOUN
bae-9928	158	38	,	,	PUNCT
bae-9928	158	39	composed	compose	VERB
bae-9928	158	40	mainly	mainly	ADV
bae-9928	158	41	of	of	ADP
bae-9928	158	42	basic	basic	ADJ
bae-9928	158	43	(	(	PUNCT
bae-9928	158	44	relative	relative	ADJ
bae-9928	158	45	to	to	ADP
bae-9928	158	46	applied	applied	ADJ
bae-9928	158	47	)	)	PUNCT
bae-9928	158	48	research	research	NOUN
bae-9928	158	49	,	,	PUNCT
bae-9928	158	50	is	be	AUX
bae-9928	158	51	coherent	coherent	ADJ
bae-9928	158	52	with	with	ADP
bae-9928	158	53	the	the	DET
bae-9928	158	54	hypothesis	hypothesis	NOUN
bae-9928	158	55	of	of	ADP
bae-9928	158	56	long	long	ADJ
bae-9928	158	57	-	-	PUNCT
bae-9928	158	58	term	term	NOUN
bae-9928	158	59	impacts	impact	NOUN
bae-9928	158	60	on	on	ADP
bae-9928	158	61	productivity	productivity	NOUN
bae-9928	158	62	.	.	PUNCT
bae-9928	159	1	in	in	ADP
bae-9928	159	2	europe	europe	PROPN
bae-9928	159	3	,	,	PUNCT
bae-9928	159	4	however	however	ADV
bae-9928	159	5	,	,	PUNCT
bae-9928	159	6	previous	previous	ADJ
bae-9928	159	7	studies	study	NOUN
bae-9928	159	8	adopted	adopt	VERB
bae-9928	159	9	,	,	PUNCT
bae-9928	159	10	on	on	ADP
bae-9928	159	11	average	average	ADJ
bae-9928	159	12	,	,	PUNCT
bae-9928	159	13	lag	lag	NOUN
bae-9928	159	14	lengths	length	NOUN
bae-9928	159	15	of	of	ADP
bae-9928	159	16	less	less	ADJ
bae-9928	159	17	than	than	ADP
bae-9928	159	18	30	30	NUM
bae-9928	159	19	years	year	NOUN
bae-9928	159	20	.	.	PUNCT
bae-9928	160	1	although	although	SCONJ
bae-9928	160	2	the	the	DET
bae-9928	160	3	methodological	methodological	ADJ
bae-9928	160	4	approach	approach	NOUN
bae-9928	160	5	applied	apply	VERB
bae-9928	160	6	in	in	ADP
bae-9928	160	7	the	the	DET
bae-9928	160	8	european	european	ADJ
bae-9928	160	9	studies	study	NOUN
bae-9928	160	10	is	be	AUX
bae-9928	160	11	in	in	ADP
bae-9928	160	12	line	line	NOUN
bae-9928	160	13	with	with	ADP
bae-9928	160	14	the	the	DET
bae-9928	160	15	one	one	NOUN
bae-9928	160	16	applied	apply	VERB
bae-9928	160	17	in	in	ADP
bae-9928	160	18	the	the	DET
bae-9928	160	19	us	us	PROPN
bae-9928	160	20	studies	study	NOUN
bae-9928	160	21	,	,	PUNCT
bae-9928	160	22	the	the	DET
bae-9928	160	23	best	good	ADJ
bae-9928	160	24	performance	performance	NOUN
bae-9928	160	25	of	of	ADP
bae-9928	160	26	the	the	DET
bae-9928	160	27	estimation	estimation	NOUN
bae-9928	160	28	models	model	NOUN
bae-9928	160	29	applied	apply	VERB
bae-9928	160	30	on	on	ADP
bae-9928	160	31	europe	europe	PROPN
bae-9928	160	32	data	datum	NOUN
bae-9928	160	33	is	be	AUX
bae-9928	160	34	achieved	achieve	VERB
bae-9928	160	35	with	with	ADP
bae-9928	160	36	an	an	DET
bae-9928	160	37	average	average	ADJ
bae-9928	160	38	lag	lag	NOUN
bae-9928	160	39	length	length	NOUN
bae-9928	160	40	of	of	ADP
bae-9928	160	41	between	between	ADP
bae-9928	160	42	9	9	NUM
bae-9928	160	43	and	and	CCONJ
bae-9928	160	44	12	12	NUM
bae-9928	160	45	years	year	NOUN
bae-9928	160	46	and	and	CCONJ
bae-9928	160	47	by	by	ADP
bae-9928	160	48	imposing	impose	VERB
bae-9928	160	49	a	a	DET
bae-9928	160	50	polynomial	polynomial	ADJ
bae-9928	160	51	distributed	distribute	VERB
bae-9928	160	52	lag	lag	NOUN
bae-9928	160	53	(	(	PUNCT
bae-9928	160	54	pdl	pdl	NOUN
bae-9928	160	55	or	or	CCONJ
bae-9928	160	56	almond	almond	ADJ
bae-9928	160	57	)	)	PUNCT
bae-9928	160	58	structure	structure	NOUN
bae-9928	160	59	(	(	PUNCT
bae-9928	160	60	inverted	inverted	ADJ
bae-9928	160	61	“	"	PUNCT
bae-9928	160	62	u	u	NOUN
bae-9928	160	63	”	"	PUNCT
bae-9928	160	64	)	)	PUNCT
bae-9928	160	65	,	,	PUNCT
bae-9928	160	66	through	through	ADP
bae-9928	160	67	which	which	PRON
bae-9928	160	68	a	a	DET
bae-9928	160	69	dynamic	dynamic	ADJ
bae-9928	160	70	evolution	evolution	NOUN
bae-9928	160	71	(	(	PUNCT
bae-9928	160	72	rise	rise	NOUN
bae-9928	160	73	-	-	PUNCT
bae-9928	160	74	peak	peak	NOUN
bae-9928	160	75	-	-	PUNCT
bae-9928	160	76	fall	fall	NOUN
bae-9928	160	77	)	)	PUNCT
bae-9928	160	78	of	of	ADP
bae-9928	160	79	the	the	DET
bae-9928	160	80	effects	effect	NOUN
bae-9928	160	81	can	can	AUX
bae-9928	160	82	be	be	AUX
bae-9928	160	83	accounted	account	VERB
bae-9928	160	84	for	for	ADP
bae-9928	160	85	(	(	PUNCT
bae-9928	160	86	sumelius	sumelius	PROPN
bae-9928	160	87	,	,	PUNCT
bae-9928	160	88	1987	1987	NUM
bae-9928	160	89	;	;	PUNCT
bae-9928	160	90	thirtle	thirtle	NOUN
bae-9928	160	91	and	and	CCONJ
bae-9928	160	92	bottomley	bottomley	NOUN
bae-9928	160	93	,	,	PUNCT
bae-9928	160	94	1988	1988	NUM
bae-9928	160	95	;	;	PUNCT
bae-9928	160	96	thirtle	thirtle	NOUN
bae-9928	160	97	and	and	CCONJ
bae-9928	160	98	bottomley	bottomley	NOUN
bae-9928	160	99	,	,	PUNCT
bae-9928	160	100	1989	1989	NUM
bae-9928	160	101	;	;	PUNCT
bae-9928	160	102	rutten	rutten	PROPN
bae-9928	160	103	,	,	PUNCT
bae-9928	160	104	1992	1992	NUM
bae-9928	160	105	;	;	PUNCT
bae-9928	160	106	shimmelpfennig	shimmelpfennig	PROPN
bae-9928	160	107	et	et	PROPN
bae-9928	160	108	al	al	PROPN
bae-9928	160	109	.	.	PROPN
bae-9928	161	1	(	(	PUNCT
bae-9928	161	2	1994	1994	NUM
bae-9928	161	3	)	)	PUNCT
bae-9928	162	1	;	;	PUNCT
bae-9928	162	2	thirtle	thirtle	NOUN
bae-9928	162	3	et	et	PROPN
bae-9928	162	4	al	al	PROPN
bae-9928	162	5	.	.	PROPN
bae-9928	162	6	,	,	PUNCT
bae-9928	162	7	1995	1995	NUM
bae-9928	162	8	)	)	PUNCT
bae-9928	162	9	.	.	PUNCT
bae-9928	163	1	indeed	indeed	ADV
bae-9928	163	2	,	,	PUNCT
bae-9928	163	3	as	as	SCONJ
bae-9928	163	4	highlighted	highlight	VERB
bae-9928	163	5	by	by	ADP
bae-9928	163	6	shimmelpfennig	shimmelpfennig	PROPN
bae-9928	163	7	et	et	PROPN
bae-9928	163	8	al	al	PROPN
bae-9928	163	9	.	.	PROPN
bae-9928	163	10	(	(	PUNCT
bae-9928	163	11	1994	1994	NUM
bae-9928	163	12	)	)	PUNCT
bae-9928	163	13	,	,	PUNCT
bae-9928	163	14	piesse	piesse	NOUN
bae-9928	163	15	et	et	PROPN
bae-9928	163	16	al	al	PROPN
bae-9928	163	17	.	.	PROPN
bae-9928	163	18	(	(	PUNCT
bae-9928	163	19	2010	2010	NUM
bae-9928	163	20	)	)	PUNCT
bae-9928	163	21	and	and	CCONJ
bae-9928	163	22	pardey	pardey	NOUN
bae-9928	163	23	et	et	PROPN
bae-9928	163	24	al	al	PROPN
bae-9928	163	25	.	.	PUNCT
bae-9928	163	26	(	(	PUNCT
bae-9928	163	27	2018	2018	NUM
bae-9928	163	28	)	)	PUNCT
bae-9928	163	29	,	,	PUNCT
bae-9928	163	30	the	the	DET
bae-9928	163	31	likely	likely	ADJ
bae-9928	163	32	prevalence	prevalence	NOUN
bae-9928	163	33	in	in	ADP
bae-9928	163	34	europe	europe	PROPN
bae-9928	163	35	of	of	ADP
bae-9928	163	36	adaptive	adaptive	ADJ
bae-9928	163	37	research	research	NOUN
bae-9928	163	38	activities	activity	NOUN
bae-9928	163	39	(	(	PUNCT
bae-9928	163	40	with	with	ADP
bae-9928	163	41	respect	respect	NOUN
bae-9928	163	42	to	to	ADP
bae-9928	163	43	basic	basic	ADJ
bae-9928	163	44	research	research	NOUN
bae-9928	163	45	)	)	PUNCT
bae-9928	163	46	accommodates	accommodate	VERB
bae-9928	163	47	the	the	DET
bae-9928	163	48	assumption	assumption	NOUN
bae-9928	163	49	of	of	ADP
bae-9928	163	50	reduced	reduce	VERB
bae-9928	163	51	r&d	r&d	NOUN
bae-9928	163	52	lagged	lag	VERB
bae-9928	163	53	effects	effect	NOUN
bae-9928	163	54	(	(	PUNCT
bae-9928	163	55	with	with	ADP
bae-9928	163	56	respect	respect	NOUN
bae-9928	163	57	to	to	ADP
bae-9928	163	58	the	the	DET
bae-9928	163	59	us	us	PROPN
bae-9928	163	60	)	)	PUNCT
bae-9928	163	61	and	and	CCONJ
bae-9928	163	62	,	,	PUNCT
bae-9928	163	63	according	accord	VERB
bae-9928	163	64	to	to	ADP
bae-9928	163	65	piesse	piesse	PROPN
bae-9928	163	66	et	et	PROPN
bae-9928	163	67	al	al	PROPN
bae-9928	163	68	.	.	PUNCT
bae-9928	164	1	(	(	PUNCT
bae-9928	164	2	2010	2010	NUM
bae-9928	164	3	)	)	PUNCT
bae-9928	164	4	,	,	PUNCT
bae-9928	164	5	the	the	DET
bae-9928	164	6	use	use	NOUN
bae-9928	164	7	of	of	ADP
bae-9928	164	8	30	30	NUM
bae-9928	164	9	year	year	NOUN
bae-9928	164	10	series	series	NOUN
bae-9928	164	11	ought	ought	AUX
bae-9928	164	12	to	to	PART
bae-9928	164	13	be	be	AUX
bae-9928	164	14	sufficient	sufficient	ADJ
bae-9928	164	15	to	to	PART
bae-9928	164	16	capture	capture	VERB
bae-9928	164	17	lagged	lag	VERB
bae-9928	164	18	effects	effect	NOUN
bae-9928	164	19	of	of	ADP
bae-9928	164	20	r&d	r&d	NOUN
bae-9928	164	21	on	on	ADP
bae-9928	164	22	productivity	productivity	NOUN
bae-9928	164	23	and	and	CCONJ
bae-9928	164	24	acceptable	acceptable	ADJ
bae-9928	164	25	from	from	ADP
bae-9928	164	26	a	a	DET
bae-9928	164	27	methodological	methodological	ADJ
bae-9928	164	28	perspective	perspective	NOUN
bae-9928	164	29	.	.	PUNCT
bae-9928	165	1	it	it	PRON
bae-9928	165	2	follows	follow	VERB
bae-9928	165	3	that	that	SCONJ
bae-9928	165	4	the	the	DET
bae-9928	165	5	models	model	NOUN
bae-9928	165	6	in	in	ADP
bae-9928	165	7	the	the	DET
bae-9928	165	8	literature	literature	NOUN
bae-9928	165	9	with	with	ADP
bae-9928	165	10	the	the	DET
bae-9928	165	11	characteristics	characteristic	NOUN
bae-9928	165	12	we	we	PRON
bae-9928	165	13	are	be	AUX
bae-9928	165	14	looking	look	VERB
bae-9928	165	15	for	for	ADP
bae-9928	165	16	are	be	AUX
bae-9928	165	17	the	the	DET
bae-9928	165	18	ones	one	NOUN
bae-9928	165	19	proposed	propose	VERB
bae-9928	165	20	by	by	ADP
bae-9928	165	21	alene	alene	PROPN
bae-9928	165	22	et	et	PROPN
bae-9928	165	23	al	al	PROPN
bae-9928	165	24	.	.	PROPN
bae-9928	166	1	(	(	PUNCT
bae-9928	166	2	2009	2009	NUM
bae-9928	166	3	)	)	PUNCT
bae-9928	166	4	and	and	CCONJ
bae-9928	166	5	alene	alene	NOUN
bae-9928	166	6	(	(	PUNCT
bae-9928	166	7	2010	2010	NUM
bae-9928	166	8	)	)	PUNCT
bae-9928	166	9	.	.	PUNCT
bae-9928	167	1	such	such	ADJ
bae-9928	167	2	models	model	NOUN
bae-9928	167	3	proved	prove	VERB
bae-9928	167	4	to	to	PART
bae-9928	167	5	be	be	AUX
bae-9928	167	6	able	able	ADJ
bae-9928	167	7	to	to	PART
bae-9928	167	8	manage	manage	VERB
bae-9928	167	9	relatively	relatively	ADV
bae-9928	167	10	short	short	ADJ
bae-9928	167	11	time	time	NOUN
bae-9928	167	12	series	series	NOUN
bae-9928	167	13	and	and	CCONJ
bae-9928	167	14	to	to	PART
bae-9928	167	15	provide	provide	VERB
bae-9928	167	16	for	for	ADP
bae-9928	167	17	robust	robust	ADJ
bae-9928	167	18	results	result	NOUN
bae-9928	167	19	by	by	ADP
bae-9928	167	20	employing	employ	VERB
bae-9928	167	21	structured	structure	VERB
bae-9928	167	22	lagged	lag	VERB
bae-9928	167	23	variables	variable	NOUN
bae-9928	167	24	for	for	ADP
bae-9928	167	25	r&d	r&d	NOUN
bae-9928	167	26	expenditure	expenditure	NOUN
bae-9928	167	27	.	.	PUNCT
bae-9928	168	1	given	give	VERB
bae-9928	168	2	the	the	DET
bae-9928	168	3	objectives	objective	NOUN
bae-9928	168	4	of	of	ADP
bae-9928	168	5	this	this	DET
bae-9928	168	6	paper	paper	NOUN
bae-9928	168	7	,	,	PUNCT
bae-9928	168	8	we	we	PRON
bae-9928	168	9	intend	intend	VERB
bae-9928	168	10	to	to	PART
bae-9928	168	11	apply	apply	VERB
bae-9928	168	12	a	a	DET
bae-9928	168	13	panel	panel	NOUN
bae-9928	168	14	analysis	analysis	NOUN
bae-9928	168	15	,	,	PUNCT
bae-9928	168	16	opportunely	opportunely	ADV
bae-9928	168	17	specified	specify	VERB
bae-9928	168	18	such	such	ADJ
bae-9928	168	19	as	as	ADP
bae-9928	168	20	to	to	PART
bae-9928	168	21	accommodate	accommodate	VERB
bae-9928	168	22	at	at	ADP
bae-9928	168	23	best	good	ADJ
bae-9928	168	24	the	the	DET
bae-9928	168	25	available	available	ADJ
bae-9928	168	26	data	datum	NOUN
bae-9928	168	27	.	.	PUNCT
bae-9928	169	1	the	the	DET
bae-9928	169	2	model	model	NOUN
bae-9928	169	3	specification	specification	NOUN
bae-9928	169	4	has	have	VERB
bae-9928	169	5	the	the	DET
bae-9928	169	6	objective	objective	NOUN
bae-9928	169	7	of	of	ADP
bae-9928	169	8	estimating	estimate	VERB
bae-9928	169	9	the	the	DET
bae-9928	169	10	effect	effect	NOUN
bae-9928	169	11	of	of	ADP
bae-9928	169	12	the	the	DET
bae-9928	169	13	r&d	r&d	NOUN
bae-9928	169	14	expenditure	expenditure	NOUN
bae-9928	169	15	on	on	ADP
bae-9928	169	16	tfp	tfp	PROPN
bae-9928	169	17	,	,	PUNCT
bae-9928	169	18	through	through	ADP
bae-9928	169	19	the	the	DET
bae-9928	169	20	most	most	ADV
bae-9928	169	21	efficient	efficient	ADJ
bae-9928	169	22	estimator	estimator	NOUN
bae-9928	169	23	of	of	ADP
bae-9928	169	24	the	the	DET
bae-9928	169	25	panel	panel	NOUN
bae-9928	169	26	models13	models13	NOUN
bae-9928	169	27	.	.	PUNCT
bae-9928	170	1	we	we	PRON
bae-9928	170	2	used	use	VERB
bae-9928	170	3	a	a	DET
bae-9928	170	4	tfp	tfp	PROPN
bae-9928	170	5	(	(	PUNCT
bae-9928	170	6	total	total	ADJ
bae-9928	170	7	factor	factor	NOUN
bae-9928	170	8	productivity	productivity	NOUN
bae-9928	170	9	)	)	PUNCT
bae-9928	170	10	index	index	NOUN
bae-9928	170	11	as	as	ADP
bae-9928	170	12	dependent	dependent	ADJ
bae-9928	170	13	variable	variable	NOUN
bae-9928	170	14	,	,	PUNCT
bae-9928	170	15	and	and	CCONJ
bae-9928	170	16	r&d	r&d	NOUN
bae-9928	170	17	investments	investment	NOUN
bae-9928	170	18	gbaord	gbaord	NOUN
bae-9928	170	19	(	(	PUNCT
bae-9928	170	20	constant	constant	ADJ
bae-9928	170	21	2005	2005	NUM
bae-9928	170	22	usd	usd	NOUN
bae-9928	170	23	)	)	PUNCT
bae-9928	170	24	(	(	PUNCT
bae-9928	170	25	oecd	oecd	PROPN
bae-9928	170	26	)	)	PUNCT
bae-9928	170	27	and	and	CCONJ
bae-9928	170	28	lags	lag	NOUN
bae-9928	170	29	,	,	PUNCT
bae-9928	170	30	in	in	ADP
bae-9928	170	31	terms	term	NOUN
bae-9928	170	32	of	of	ADP
bae-9928	170	33	pdl	pdl	NOUN
bae-9928	170	34	as	as	ADP
bae-9928	170	35	independent	independent	ADJ
bae-9928	170	36	variables	variable	NOUN
bae-9928	170	37	.	.	PUNCT
bae-9928	171	1	to	to	PART
bae-9928	171	2	overcome	overcome	VERB
bae-9928	171	3	the	the	DET
bae-9928	171	4	issue	issue	NOUN
bae-9928	171	5	of	of	ADP
bae-9928	171	6	multicollinearity	multicollinearity	NOUN
bae-9928	171	7	of	of	ADP
bae-9928	171	8	r&d	r&d	NOUN
bae-9928	171	9	lags	lag	VERB
bae-9928	171	10	,	,	PUNCT
bae-9928	171	11	the	the	DET
bae-9928	171	12	following	follow	VERB
bae-9928	171	13	polynomial	polynomial	ADJ
bae-9928	171	14	distributed	distribute	VERB
bae-9928	171	15	lag	lag	NOUN
bae-9928	171	16	(	(	PUNCT
bae-9928	171	17	pdl	pdl	NOUN
bae-9928	171	18	)	)	PUNCT
bae-9928	171	19	specification	specification	NOUN
bae-9928	171	20	of	of	ADP
bae-9928	171	21	second	second	ADJ
bae-9928	171	22	order	order	NOUN
bae-9928	171	23	has	have	AUX
bae-9928	171	24	been	be	AUX
bae-9928	171	25	applied	apply	VERB
bae-9928	171	26	to	to	ADP
bae-9928	171	27	r&d	r&d	NOUN
bae-9928	171	28	lag	lag	NOUN
bae-9928	171	29	variables	variable	NOUN
bae-9928	171	30	(	(	PUNCT
bae-9928	171	31	gbaord	gbaord	NOUN
bae-9928	171	32	):	):	PUNCT
bae-9928	171	33	pdl=∑j	pdl=∑j	NOUN
bae-9928	171	34	j=0αj(r&dt	j=0αj(r&dt	NOUN
bae-9928	171	35	-	-	PUNCT
bae-9928	171	36	j	j	NOUN
bae-9928	171	37	)	)	PUNCT
bae-9928	171	38	(	(	PUNCT
bae-9928	171	39	1	1	X
bae-9928	171	40	)	)	PUNCT
bae-9928	171	41	αj	αj	NOUN
bae-9928	171	42	=	=	NOUN
bae-9928	171	43	β0+β1j+β2j2	β0+β1j+β2j2	NOUN
bae-9928	171	44	(	(	PUNCT
bae-9928	171	45	2	2	NUM
bae-9928	171	46	)	)	PUNCT
bae-9928	171	47	with	with	ADP
bae-9928	171	48	j=0,1,	j=0,1,	PROPN
bae-9928	171	49	…	…	PROPN
bae-9928	171	50	,j	,j	PUNCT
bae-9928	171	51	,	,	PUNCT
bae-9928	171	52	where	where	SCONJ
bae-9928	171	53	j	j	PROPN
bae-9928	171	54	represents	represent	VERB
bae-9928	171	55	the	the	DET
bae-9928	171	56	maximum	maximum	ADJ
bae-9928	171	57	lag	lag	NOUN
bae-9928	171	58	or	or	CCONJ
bae-9928	171	59	,	,	PUNCT
bae-9928	171	60	in	in	ADP
bae-9928	171	61	other	other	ADJ
bae-9928	171	62	terms	term	NOUN
bae-9928	171	63	,	,	PUNCT
bae-9928	171	64	the	the	DET
bae-9928	171	65	lags	lag	NOUN
bae-9928	171	66	’	'	PUNCT
bae-9928	171	67	length	length	NOUN
bae-9928	171	68	;	;	PUNCT
bae-9928	171	69	by	by	ADP
bae-9928	171	70	substituting	substitute	VERB
bae-9928	171	71	(	(	PUNCT
bae-9928	171	72	2	2	NUM
bae-9928	171	73	)	)	PUNCT
bae-9928	171	74	into	into	ADP
bae-9928	171	75	(	(	PUNCT
bae-9928	171	76	1	1	NUM
bae-9928	171	77	)	)	PUNCT
bae-9928	171	78	,	,	PUNCT
bae-9928	171	79	we	we	PRON
bae-9928	171	80	obtain	obtain	VERB
bae-9928	171	81	the	the	DET
bae-9928	171	82	following	follow	VERB
bae-9928	171	83	formulations	formulation	NOUN
bae-9928	171	84	of	of	ADP
bae-9928	171	85	the	the	DET
bae-9928	171	86	pdl	pdl	PROPN
bae-9928	171	87	variable	variable	NOUN
bae-9928	171	88	:	:	PUNCT
bae-9928	171	89	pdl=∑j	pdl=∑j	NOUN
bae-9928	171	90	j=0(β0+β1j+β2j2)(r&dt	j=0(β0+β1j+β2j2)(r&dt	PROPN
bae-9928	171	91	-	-	PUNCT
bae-9928	171	92	j	j	NOUN
bae-9928	171	93	)	)	PUNCT
bae-9928	171	94	(	(	PUNCT
bae-9928	171	95	3	3	X
bae-9928	171	96	)	)	PUNCT
bae-9928	171	97	pdl	pdl	NOUN
bae-9928	171	98	=	=	SYM
bae-9928	171	99	β0∑j	β0∑j	NUM
bae-9928	171	100	j=0(r&dt	j=0(r&dt	ADJ
bae-9928	171	101	-	-	PUNCT
bae-9928	171	102	j)+β1∑j	j)+β1∑j	NOUN
bae-9928	171	103	j=0(r&dt	j=0(r&dt	NOUN
bae-9928	171	104	-	-	PUNCT
bae-9928	171	105	j)j+β2∑j	j)j+β2∑j	NOUN
bae-9928	171	106	j=0j2(r&dt	j=0j2(r&dt	PROPN
bae-9928	171	107	-	-	PUNCT
bae-9928	171	108	j	j	NOUN
bae-9928	171	109	)	)	PUNCT
bae-9928	171	110	(	(	PUNCT
bae-9928	171	111	4	4	NUM
bae-9928	171	112	)	)	PUNCT
bae-9928	171	113	to	to	PART
bae-9928	171	114	avoid	avoid	VERB
bae-9928	171	115	crossed	cross	VERB
bae-9928	171	116	effects	effect	NOUN
bae-9928	171	117	between	between	ADP
bae-9928	171	118	r&d	r&d	NOUN
bae-9928	171	119	and	and	CCONJ
bae-9928	171	120	productivity	productivity	NOUN
bae-9928	171	121	(	(	PUNCT
bae-9928	171	122	negative	negative	ADJ
bae-9928	171	123	αj	αj	X
bae-9928	171	124	coefficients)14	coefficients)14	PROPN
bae-9928	171	125	,	,	PUNCT
bae-9928	171	126	an	an	DET
bae-9928	171	127	end	end	NOUN
bae-9928	171	128	-	-	PUNCT
bae-9928	171	129	point	point	NOUN
bae-9928	171	130	restriction	restriction	NOUN
bae-9928	171	131	is	be	AUX
bae-9928	171	132	applied	apply	VERB
bae-9928	171	133	such	such	ADJ
bae-9928	171	134	that	that	SCONJ
bae-9928	171	135	expenditures	expenditure	NOUN
bae-9928	171	136	in	in	ADP
bae-9928	171	137	years	year	NOUN
bae-9928	171	138	t+1	t+1	PRON
bae-9928	171	139	have	have	VERB
bae-9928	171	140	zero	zero	NUM
bae-9928	171	141	effects	effect	NOUN
bae-9928	171	142	on	on	ADP
bae-9928	171	143	productivity	productivity	NOUN
bae-9928	171	144	in	in	ADP
bae-9928	171	145	year	year	NOUN
bae-9928	171	146	t	t	PROPN
bae-9928	171	147	:	:	PUNCT
bae-9928	171	148	α-1	α-1	NOUN
bae-9928	171	149	=	=	SYM
bae-9928	171	150	αj+1=0	αj+1=0	NOUN
bae-9928	171	151	(	(	PUNCT
bae-9928	171	152	5	5	NUM
bae-9928	171	153	)	)	PUNCT
bae-9928	171	154	.	.	PUNCT
bae-9928	172	1	by	by	ADP
bae-9928	172	2	expanding	expand	VERB
bae-9928	172	3	(	(	PUNCT
bae-9928	172	4	5	5	NUM
bae-9928	172	5	)	)	PUNCT
bae-9928	172	6	,	,	PUNCT
bae-9928	172	7	the	the	DET
bae-9928	172	8	following	follow	VERB
bae-9928	172	9	specifications	specification	NOUN
bae-9928	172	10	can	can	AUX
bae-9928	172	11	be	be	AUX
bae-9928	172	12	obtained	obtain	VERB
bae-9928	172	13	:	:	PUNCT
bae-9928	172	14	13	13	NUM
bae-9928	172	15	to	to	PART
bae-9928	172	16	evaluate	evaluate	VERB
bae-9928	172	17	whether	whether	SCONJ
bae-9928	172	18	to	to	PART
bae-9928	172	19	employ	employ	VERB
bae-9928	172	20	the	the	DET
bae-9928	172	21	fixor	fixor	ADJ
bae-9928	172	22	randomeffect	randomeffect	NOUN
bae-9928	172	23	model	model	NOUN
bae-9928	172	24	.	.	PUNCT
bae-9928	173	1	14	14	NUM
bae-9928	173	2	by	by	ADP
bae-9928	173	3	crossed	cross	VERB
bae-9928	173	4	effect	effect	NOUN
bae-9928	173	5	between	between	ADP
bae-9928	173	6	r&d	r&d	NOUN
bae-9928	173	7	and	and	CCONJ
bae-9928	173	8	productivity	productivity	NOUN
bae-9928	173	9	is	be	AUX
bae-9928	173	10	meant	mean	VERB
bae-9928	173	11	the	the	DET
bae-9928	173	12	potential	potential	ADJ
bae-9928	173	13	effect	effect	NOUN
bae-9928	173	14	that	that	SCONJ
bae-9928	173	15	tfp	tfp	PROPN
bae-9928	173	16	at	at	ADP
bae-9928	173	17	time	time	NOUN
bae-9928	173	18	t	t	PROPN
bae-9928	173	19	might	might	AUX
bae-9928	173	20	have	have	VERB
bae-9928	173	21	on	on	ADP
bae-9928	173	22	r&d	r&d	NOUN
bae-9928	173	23	at	at	ADP
bae-9928	173	24	time	time	NOUN
bae-9928	173	25	t+1	t+1	NUM
bae-9928	173	26	,	,	PUNCT
bae-9928	173	27	that	that	PRON
bae-9928	173	28	is	be	AUX
bae-9928	173	29	the	the	DET
bae-9928	173	30	negative	negative	ADJ
bae-9928	173	31	coefficients	coefficient	NOUN
bae-9928	173	32	.	.	PUNCT
bae-9928	174	1	80	80	NUM
bae-9928	174	2	bio	bio	NOUN
bae-9928	174	3	-	-	PUNCT
bae-9928	174	4	based	base	VERB
bae-9928	174	5	and	and	CCONJ
bae-9928	174	6	applied	apply	VERB
bae-9928	174	7	economics	economic	NOUN
bae-9928	174	8	10(1	10(1	NUM
bae-9928	174	9	):	):	PUNCT
bae-9928	174	10	80	80	NUM
bae-9928	174	11	-	-	SYM
bae-9928	174	12	86	86	NUM
bae-9928	174	13	,	,	PUNCT
bae-9928	174	14	2021	2021	NUM
bae-9928	174	15	|	|	ADV
bae-9928	174	16	e	e	NOUN
bae-9928	174	17	-	-	PROPN
bae-9928	174	18	issn	issn	VERB
bae-9928	174	19	2280	2280	NUM
bae-9928	174	20	-	-	SYM
bae-9928	174	21	6172	6172	NUM
bae-9928	174	22	|	|	ADV
bae-9928	174	23	doi	doi	NOUN
bae-9928	174	24	:	:	PUNCT
bae-9928	174	25	10.36253	10.36253	NUM
bae-9928	174	26	/	/	SYM
bae-9928	174	27	bae-9928	bae-9928	PROPN
bae-9928	174	28	michele	michele	PROPN
bae-9928	174	29	vollaro	vollaro	PROPN
bae-9928	174	30	,	,	PUNCT
bae-9928	174	31	meri	meri	PROPN
bae-9928	174	32	raggi	raggi	PROPN
bae-9928	174	33	,	,	PUNCT
bae-9928	174	34	davide	davide	PROPN
bae-9928	174	35	viaggi	viaggi	PROPN
bae-9928	174	36	α-1=0⇒β0+β1(-1)+β2(-1)2	α-1=0⇒β0+β1(-1)+β2(-1)2	AUX
bae-9928	174	37	=	=	NOUN
bae-9928	174	38	β0	β0	NOUN
bae-9928	174	39	-	-	PUNCT
bae-9928	174	40	β1+β2=0⇒β0	β1+β2=0⇒β0	NOUN
bae-9928	174	41	=	=	SYM
bae-9928	174	42	β1	β1	NOUN
bae-9928	174	43	-	-	PUNCT
bae-9928	174	44	β2	β2	NOUN
bae-9928	174	45	(	(	PUNCT
bae-9928	174	46	6	6	NUM
bae-9928	174	47	)	)	PUNCT
bae-9928	174	48	αj-1=0⇒β0+β1(j+1)+β2(j+1)2	αj-1=0⇒β0+β1(j+1)+β2(j+1)2	NUM
bae-9928	174	49	=	=	NOUN
bae-9928	174	50	β0+β1j+β1+β2j2	β0+β1j+β1+β2j2	PRON
bae-9928	174	51	+	+	NUM
bae-9928	174	52	2β2j+β2j=0	2β2j+β2j=0	NUM
bae-9928	174	53	.	.	PUNCT
bae-9928	175	1	(	(	PUNCT
bae-9928	175	2	7	7	X
bae-9928	175	3	)	)	PUNCT
bae-9928	175	4	by	by	ADP
bae-9928	175	5	substituting	substitute	VERB
bae-9928	175	6	(	(	PUNCT
bae-9928	175	7	6	6	NUM
bae-9928	175	8	)	)	PUNCT
bae-9928	175	9	in	in	ADP
bae-9928	175	10	(	(	PUNCT
bae-9928	175	11	7	7	NUM
bae-9928	175	12	)	)	PUNCT
bae-9928	175	13	and	and	CCONJ
bae-9928	175	14	then	then	ADV
bae-9928	175	15	(	(	PUNCT
bae-9928	175	16	8)	8)	NUM
bae-9928	175	17	back	back	ADV
bae-9928	175	18	in	in	ADP
bae-9928	175	19	(	(	PUNCT
bae-9928	175	20	6	6	NUM
bae-9928	175	21	)	)	PUNCT
bae-9928	175	22	,	,	PUNCT
bae-9928	175	23	the	the	DET
bae-9928	175	24	following	follow	VERB
bae-9928	175	25	final	final	ADJ
bae-9928	175	26	specifications	specification	NOUN
bae-9928	175	27	are	be	AUX
bae-9928	175	28	obtained	obtain	VERB
bae-9928	175	29	:	:	PUNCT
bae-9928	175	30	β1	β1	VERB
bae-9928	175	31	-	-	PUNCT
bae-9928	175	32	β2+β1j+β1+β2j2	β2+β1j+β1+β2j2	NUM
bae-9928	175	33	+	+	ADJ
bae-9928	175	34	2β2j+β2=0⇒β1(2+j)+β2(2+j)j=0	2β2j+β2=0⇒β1(2+j)+β2(2+j)j=0	NUM
bae-9928	175	35	⇒β1=-β2j	⇒β1=-β2j	NOUN
bae-9928	175	36	(	(	PUNCT
bae-9928	175	37	8)	8)	NUM
bae-9928	175	38	β0	β0	NOUN
bae-9928	175	39	=	=	SYM
bae-9928	175	40	β1	β1	NOUN
bae-9928	175	41	-	-	PUNCT
bae-9928	175	42	β2⇒β0=-β2j	β2⇒β0=-β2j	NOUN
bae-9928	175	43	-	-	PUNCT
bae-9928	175	44	β2⇒β0=-β2(1+j	β2⇒β0=-β2(1+j	NOUN
bae-9928	175	45	)	)	PUNCT
bae-9928	175	46	.	.	PUNCT
bae-9928	176	1	(	(	PUNCT
bae-9928	176	2	9	9	X
bae-9928	176	3	)	)	PUNCT
bae-9928	176	4	the	the	DET
bae-9928	176	5	restriction	restriction	NOUN
bae-9928	176	6	implies	imply	VERB
bae-9928	176	7	the	the	DET
bae-9928	176	8	estimation	estimation	NOUN
bae-9928	176	9	of	of	ADP
bae-9928	176	10	only	only	ADJ
bae-9928	176	11	β2	β2	PROPN
bae-9928	176	12	and	and	CCONJ
bae-9928	176	13	obtaining	obtain	VERB
bae-9928	176	14	the	the	DET
bae-9928	176	15	other	other	ADJ
bae-9928	176	16	coefficient	coefficient	NOUN
bae-9928	176	17	from	from	ADP
bae-9928	176	18	the	the	DET
bae-9928	176	19	following	follow	VERB
bae-9928	176	20	equations	equation	NOUN
bae-9928	176	21	(	(	PUNCT
bae-9928	176	22	8)	8)	NUM
bae-9928	176	23	and	and	CCONJ
bae-9928	176	24	(	(	PUNCT
bae-9928	176	25	9	9	NUM
bae-9928	176	26	)	)	PUNCT
bae-9928	176	27	.	.	PUNCT
bae-9928	177	1	once	once	SCONJ
bae-9928	177	2	the	the	DET
bae-9928	177	3	β2	β2	PROPN
bae-9928	177	4	coefficient	coefficient	NOUN
bae-9928	177	5	has	have	AUX
bae-9928	177	6	been	be	AUX
bae-9928	177	7	obtained	obtain	VERB
bae-9928	177	8	,	,	PUNCT
bae-9928	177	9	the	the	DET
bae-9928	177	10	effects	effect	NOUN
bae-9928	177	11	αj∀j	αj∀j	NUM
bae-9928	177	12	and	and	CCONJ
bae-9928	177	13	the	the	DET
bae-9928	177	14	total	total	ADJ
bae-9928	177	15	effects	effect	NOUN
bae-9928	177	16	∑j	∑j	PROPN
bae-9928	177	17	j=0αj	j=0αj	PRON
bae-9928	177	18	can	can	AUX
bae-9928	177	19	be	be	AUX
bae-9928	177	20	estimated	estimate	VERB
bae-9928	177	21	.	.	PUNCT
bae-9928	178	1	the	the	DET
bae-9928	178	2	lag	lag	PROPN
bae-9928	178	3	length	length	NOUN
bae-9928	178	4	j	j	PROPN
bae-9928	178	5	has	have	AUX
bae-9928	178	6	been	be	AUX
bae-9928	178	7	decided	decide	VERB
bae-9928	178	8	through	through	ADP
bae-9928	178	9	the	the	DET
bae-9928	178	10	max	max	PROPN
bae-9928	178	11	adjr2	adjr2	PROPN
bae-9928	178	12	criterion	criterion	NOUN
bae-9928	178	13	,	,	PUNCT
bae-9928	178	14	which	which	PRON
bae-9928	178	15	makes	make	VERB
bae-9928	178	16	it	it	PRON
bae-9928	178	17	possible	possible	ADJ
bae-9928	178	18	to	to	PART
bae-9928	178	19	choose	choose	VERB
bae-9928	178	20	that	that	DET
bae-9928	178	21	lag	lag	NOUN
bae-9928	178	22	that	that	PRON
bae-9928	178	23	maximizes	maximize	VERB
bae-9928	178	24	the	the	DET
bae-9928	178	25	adjusted	adjust	VERB
bae-9928	178	26	r2	r2	NOUN
bae-9928	178	27	of	of	ADP
bae-9928	178	28	the	the	DET
bae-9928	178	29	free	free	ADJ
bae-9928	178	30	-	-	PUNCT
bae-9928	178	31	form	form	NOUN
bae-9928	178	32	lag	lag	NOUN
bae-9928	178	33	structure	structure	NOUN
bae-9928	178	34	of	of	ADP
bae-9928	178	35	the	the	DET
bae-9928	178	36	estimation	estimation	NOUN
bae-9928	178	37	equations	equation	NOUN
bae-9928	178	38	(	(	PUNCT
bae-9928	178	39	fan	fan	NOUN
bae-9928	178	40	et	et	PROPN
bae-9928	178	41	al	al	PROPN
bae-9928	178	42	.	.	PROPN
bae-9928	178	43	,	,	PUNCT
bae-9928	178	44	2000	2000	NUM
bae-9928	178	45	;	;	PUNCT
bae-9928	178	46	greene	greene	PROPN
bae-9928	178	47	,	,	PUNCT
bae-9928	178	48	2003	2003	NUM
bae-9928	178	49	;	;	PUNCT
bae-9928	178	50	alene	alene	PROPN
bae-9928	178	51	,	,	PUNCT
bae-9928	178	52	et	et	PROPN
bae-9928	178	53	al	al	PROPN
bae-9928	178	54	.	.	PROPN
bae-9928	178	55	2009	2009	NUM
bae-9928	178	56	)	)	PUNCT
bae-9928	178	57	.	.	PUNCT
bae-9928	179	1	two	two	NUM
bae-9928	179	2	different	different	ADJ
bae-9928	179	3	specifications	specification	NOUN
bae-9928	179	4	of	of	ADP
bae-9928	179	5	the	the	DET
bae-9928	179	6	panel	panel	NOUN
bae-9928	179	7	model	model	NOUN
bae-9928	179	8	have	have	AUX
bae-9928	179	9	been	be	AUX
bae-9928	179	10	applied	apply	VERB
bae-9928	179	11	and	and	CCONJ
bae-9928	179	12	controlled	control	VERB
bae-9928	179	13	for	for	ADP
bae-9928	179	14	heteroscedasticity	heteroscedasticity	NOUN
bae-9928	179	15	:	:	PUNCT
bae-9928	180	1	1	1	X
bae-9928	180	2	.	.	X
bae-9928	181	1	tfp	tfp	PROPN
bae-9928	181	2	level	level	NOUN
bae-9928	181	3	:	:	PUNCT
bae-9928	181	4	tfpit	tfpit	PROPN
bae-9928	181	5	=	=	NOUN
bae-9928	181	6	γ0+γ0pdlit+eit	γ0+γ0pdlit+eit	PROPN
bae-9928	181	7	,	,	PUNCT
bae-9928	181	8	pdl	pdl	PROPN
bae-9928	181	9	computed	compute	VERB
bae-9928	181	10	on	on	ADP
bae-9928	181	11	gbaord	gbaord	NOUN
bae-9928	181	12	;	;	PUNCT
bae-9928	181	13	2	2	X
bae-9928	181	14	.	.	X
bae-9928	182	1	tfp	tfp	PROPN
bae-9928	182	2	log	log	PROPN
bae-9928	182	3	:	:	PUNCT
bae-9928	182	4	lntfpit	lntfpit	NOUN
bae-9928	182	5	=	=	SYM
bae-9928	182	6	γ0+γ0pdlit+eit	γ0+γ0pdlit+eit	PROPN
bae-9928	182	7	,	,	PUNCT
bae-9928	182	8	pdl	pdl	PROPN
bae-9928	182	9	computed	compute	VERB
bae-9928	182	10	on	on	ADP
bae-9928	182	11	ln(gbaord	ln(gbaord	PROPN
bae-9928	182	12	)	)	PUNCT
bae-9928	182	13	where	where	SCONJ
bae-9928	182	14	i	i	PRON
bae-9928	182	15	indicates	indicate	VERB
bae-9928	182	16	the	the	DET
bae-9928	182	17	countries	country	NOUN
bae-9928	182	18	and	and	CCONJ
bae-9928	182	19	t	t	X
bae-9928	182	20	the	the	DET
bae-9928	182	21	period	period	NOUN
bae-9928	182	22	between	between	ADP
bae-9928	182	23	1981	1981	NUM
bae-9928	182	24	-	-	SYM
bae-9928	182	25	2010	2010	NUM
bae-9928	182	26	.	.	PUNCT
bae-9928	183	1	given	give	VERB
bae-9928	183	2	the	the	DET
bae-9928	183	3	proposed	propose	VERB
bae-9928	183	4	methodology	methodology	NOUN
bae-9928	183	5	,	,	PUNCT
bae-9928	183	6	it	it	PRON
bae-9928	183	7	is	be	AUX
bae-9928	183	8	expected	expect	VERB
bae-9928	183	9	that	that	SCONJ
bae-9928	183	10	the	the	DET
bae-9928	183	11	sign	sign	NOUN
bae-9928	183	12	of	of	ADP
bae-9928	183	13	the	the	DET
bae-9928	183	14	r&d	r&d	NOUN
bae-9928	183	15	lags	lag	VERB
bae-9928	183	16	(	(	PUNCT
bae-9928	183	17	calculated	calculate	VERB
bae-9928	183	18	back	back	ADV
bae-9928	183	19	from	from	ADP
bae-9928	183	20	pdl	pdl	NOUN
bae-9928	183	21	)	)	PUNCT
bae-9928	183	22	will	will	AUX
bae-9928	183	23	be	be	AUX
bae-9928	183	24	positive15	positive15	NOUN
bae-9928	183	25	.	.	PUNCT
bae-9928	184	1	random(reff	random(reff	PROPN
bae-9928	184	2	)	)	PUNCT
bae-9928	184	3	and	and	CCONJ
bae-9928	184	4	fixeffect	fixeffect	PROPN
bae-9928	184	5	(	(	PUNCT
bae-9928	184	6	feff	feff	PROPN
bae-9928	184	7	)	)	PUNCT
bae-9928	184	8	models	model	NOUN
bae-9928	184	9	produce	produce	VERB
bae-9928	184	10	estimates	estimate	NOUN
bae-9928	184	11	according	accord	VERB
bae-9928	184	12	to	to	ADP
bae-9928	184	13	the	the	DET
bae-9928	184	14	computational	computational	ADJ
bae-9928	184	15	formula	formula	NOUN
bae-9928	184	16	of	of	ADP
bae-9928	184	17	the	the	DET
bae-9928	184	18	random	random	ADJ
bae-9928	184	19	-	-	PUNCT
bae-9928	184	20	effect	effect	NOUN
bae-9928	184	21	and	and	CCONJ
bae-9928	184	22	within	within	ADP
bae-9928	184	23	estimator	estimator	NOUN
bae-9928	184	24	,	,	PUNCT
bae-9928	184	25	respectively	respectively	ADV
bae-9928	184	26	.	.	PUNCT
bae-9928	185	1	this	this	PRON
bae-9928	185	2	implies	imply	VERB
bae-9928	185	3	a	a	DET
bae-9928	185	4	rigid	rigid	ADJ
bae-9928	185	5	constraint	constraint	NOUN
bae-9928	185	6	on	on	ADP
bae-9928	185	7	the	the	DET
bae-9928	185	8	interpretation	interpretation	NOUN
bae-9928	185	9	of	of	ADP
bae-9928	185	10	the	the	DET
bae-9928	185	11	results	result	NOUN
bae-9928	185	12	,	,	PUNCT
bae-9928	185	13	which	which	PRON
bae-9928	185	14	must	must	AUX
bae-9928	185	15	be	be	AUX
bae-9928	185	16	attributed	attribute	VERB
bae-9928	185	17	to	to	ADP
bae-9928	185	18	,	,	PUNCT
bae-9928	185	19	or	or	CCONJ
bae-9928	185	20	referred	refer	VERB
bae-9928	185	21	to	to	ADP
bae-9928	185	22	,	,	PUNCT
bae-9928	185	23	the	the	DET
bae-9928	185	24	panel	panel	NOUN
bae-9928	185	25	and	and	CCONJ
bae-9928	185	26	not	not	PART
bae-9928	185	27	to	to	ADP
bae-9928	185	28	the	the	DET
bae-9928	185	29	individual	individual	ADJ
bae-9928	185	30	countries	country	NOUN
bae-9928	185	31	.	.	PUNCT
bae-9928	186	1	data	datum	NOUN
bae-9928	186	2	have	have	AUX
bae-9928	186	3	been	be	AUX
bae-9928	186	4	tested	test	VERB
bae-9928	186	5	for	for	ADP
bae-9928	186	6	the	the	DET
bae-9928	186	7	presence	presence	NOUN
bae-9928	186	8	of	of	ADP
bae-9928	186	9	unit	unit	NOUN
bae-9928	186	10	root	root	NOUN
bae-9928	186	11	through	through	ADP
bae-9928	186	12	several	several	ADJ
bae-9928	186	13	tests	test	NOUN
bae-9928	186	14	,	,	PUNCT
bae-9928	186	15	both	both	CCONJ
bae-9928	186	16	as	as	ADP
bae-9928	186	17	a	a	DET
bae-9928	186	18	single	single	ADJ
bae-9928	186	19	series	series	NOUN
bae-9928	186	20	and	and	CCONJ
bae-9928	186	21	as	as	ADP
bae-9928	186	22	a	a	DET
bae-9928	186	23	panel	panel	NOUN
bae-9928	186	24	,	,	PUNCT
bae-9928	186	25	and	and	CCONJ
bae-9928	186	26	the	the	DET
bae-9928	186	27	results	result	NOUN
bae-9928	186	28	indicate	indicate	VERB
bae-9928	186	29	that	that	SCONJ
bae-9928	186	30	not	not	PART
bae-9928	186	31	all	all	DET
bae-9928	186	32	series	series	NOUN
bae-9928	186	33	and	and	CCONJ
bae-9928	186	34	panels	panel	NOUN
bae-9928	186	35	are	be	AUX
bae-9928	186	36	stationary	stationary	ADJ
bae-9928	186	37	.	.	PUNCT
bae-9928	187	1	given	give	VERB
bae-9928	187	2	that	that	SCONJ
bae-9928	187	3	this	this	DET
bae-9928	187	4	result	result	NOUN
bae-9928	187	5	is	be	AUX
bae-9928	187	6	not	not	PART
bae-9928	187	7	sufficient	sufficient	ADJ
bae-9928	187	8	for	for	ADP
bae-9928	187	9	co	co	VERB
bae-9928	187	10	-	-	VERB
bae-9928	187	11	integrating	integrate	VERB
bae-9928	187	12	the	the	DET
bae-9928	187	13	data	datum	NOUN
bae-9928	187	14	,	,	PUNCT
bae-9928	187	15	a	a	DET
bae-9928	187	16	further	further	ADJ
bae-9928	187	17	co	co	NOUN
bae-9928	187	18	-	-	NOUN
bae-9928	187	19	integration	integration	NOUN
bae-9928	187	20	test	test	NOUN
bae-9928	187	21	,	,	PUNCT
bae-9928	187	22	namely	namely	ADV
bae-9928	187	23	the	the	DET
bae-9928	187	24	pedroni	pedroni	NOUN
bae-9928	187	25	(	(	PUNCT
bae-9928	187	26	2004	2004	NUM
bae-9928	187	27	)	)	PUNCT
bae-9928	187	28	test	test	NOUN
bae-9928	187	29	,	,	PUNCT
bae-9928	187	30	has	have	AUX
bae-9928	187	31	been	be	AUX
bae-9928	187	32	applied	apply	VERB
bae-9928	187	33	.	.	PUNCT
bae-9928	188	1	the	the	DET
bae-9928	188	2	results	result	NOUN
bae-9928	188	3	of	of	ADP
bae-9928	188	4	the	the	DET
bae-9928	188	5	pedroni	pedroni	NOUN
bae-9928	188	6	test	test	NOUN
bae-9928	188	7	indicate	indicate	VERB
bae-9928	188	8	that	that	SCONJ
bae-9928	188	9	the	the	DET
bae-9928	188	10	couple	couple	NOUN
bae-9928	188	11	of	of	ADP
bae-9928	188	12	series	series	NOUN
bae-9928	188	13	(	(	PUNCT
bae-9928	188	14	tfp	tfp	PROPN
bae-9928	188	15	-	-	PUNCT
bae-9928	188	16	gbaord	gbaord	NOUN
bae-9928	188	17	)	)	PUNCT
bae-9928	188	18	share	share	VERB
bae-9928	188	19	the	the	DET
bae-9928	188	20	same	same	ADJ
bae-9928	188	21	stochastic	stochastic	ADJ
bae-9928	188	22	trend	trend	NOUN
bae-9928	188	23	and	and	CCONJ
bae-9928	188	24	that	that	SCONJ
bae-9928	188	25	such	such	ADJ
bae-9928	188	26	data	datum	NOUN
bae-9928	188	27	become	become	VERB
bae-9928	188	28	stationary	stationary	ADJ
bae-9928	188	29	if	if	SCONJ
bae-9928	188	30	a	a	DET
bae-9928	188	31	linear	linear	NOUN
bae-9928	188	32	combi15	combi15	VERB
bae-9928	188	33	the	the	DET
bae-9928	188	34	coefficient	coefficient	NOUN
bae-9928	188	35	of	of	ADP
bae-9928	188	36	the	the	DET
bae-9928	188	37	variable	variable	ADJ
bae-9928	188	38	pdl	pdl	NOUN
bae-9928	188	39	,	,	PUNCT
bae-9928	188	40	namely	namely	ADV
bae-9928	188	41	,	,	PUNCT
bae-9928	188	42	given	give	VERB
bae-9928	188	43	the	the	DET
bae-9928	188	44	imposed	impose	VERB
bae-9928	188	45	shape	shape	NOUN
bae-9928	188	46	of	of	ADP
bae-9928	188	47	an	an	DET
bae-9928	188	48	inverted	inverted	ADJ
bae-9928	188	49	parabola	parabola	NOUN
bae-9928	188	50	,	,	PUNCT
bae-9928	188	51	is	be	AUX
bae-9928	188	52	expected	expect	VERB
bae-9928	188	53	to	to	PART
bae-9928	188	54	be	be	AUX
bae-9928	188	55	negative	negative	ADJ
bae-9928	188	56	.	.	PUNCT
bae-9928	189	1	the	the	DET
bae-9928	189	2	corresponding	corresponding	ADJ
bae-9928	189	3	lag	lag	NOUN
bae-9928	189	4	coefficients	coefficient	NOUN
bae-9928	189	5	of	of	ADP
bae-9928	189	6	r&d	r&d	NOUN
bae-9928	189	7	,	,	PUNCT
bae-9928	189	8	instead	instead	ADV
bae-9928	189	9	,	,	PUNCT
bae-9928	189	10	namely	namely	ADV
bae-9928	189	11	,	,	PUNCT
bae-9928	189	12	are	be	AUX
bae-9928	189	13	expected	expect	VERB
bae-9928	189	14	to	to	PART
bae-9928	189	15	be	be	AUX
bae-9928	189	16	positive	positive	ADJ
bae-9928	189	17	.	.	PUNCT
bae-9928	190	1	nation	nation	NOUN
bae-9928	190	2	of	of	ADP
bae-9928	190	3	the	the	DET
bae-9928	190	4	relative	relative	ADJ
bae-9928	190	5	variables	variable	NOUN
bae-9928	190	6	is	be	AUX
bae-9928	190	7	applied16	applied16	ADJ
bae-9928	190	8	.	.	PUNCT
bae-9928	191	1	based	base	VERB
bae-9928	191	2	on	on	ADP
bae-9928	191	3	this	this	PRON
bae-9928	191	4	,	,	PUNCT
bae-9928	191	5	we	we	PRON
bae-9928	191	6	opted	opt	VERB
bae-9928	191	7	for	for	ADP
bae-9928	191	8	the	the	DET
bae-9928	191	9	use	use	NOUN
bae-9928	191	10	of	of	ADP
bae-9928	191	11	standard	standard	ADJ
bae-9928	191	12	ols	ol	NOUN
bae-9928	191	13	econometric	econometric	ADJ
bae-9928	191	14	procedures	procedure	NOUN
bae-9928	191	15	,	,	PUNCT
bae-9928	191	16	in	in	ADP
bae-9928	191	17	the	the	DET
bae-9928	191	18	version	version	NOUN
bae-9928	191	19	of	of	ADP
bae-9928	191	20	the	the	DET
bae-9928	191	21	panel	panel	NOUN
bae-9928	191	22	model	model	NOUN
bae-9928	191	23	,	,	PUNCT
bae-9928	191	24	in	in	ADP
bae-9928	191	25	order	order	NOUN
bae-9928	191	26	to	to	PART
bae-9928	191	27	obtain	obtain	VERB
bae-9928	191	28	super	super	ADJ
bae-9928	191	29	-	-	ADJ
bae-9928	191	30	consistent	consistent	ADJ
bae-9928	191	31	parameter	parameter	NOUN
bae-9928	191	32	estimates	estimate	NOUN
bae-9928	191	33	(	(	PUNCT
bae-9928	191	34	andersen	andersen	PROPN
bae-9928	191	35	et	et	PROPN
bae-9928	191	36	al	al	PROPN
bae-9928	191	37	.	.	PROPN
bae-9928	191	38	,	,	PUNCT
bae-9928	191	39	2013	2013	NUM
bae-9928	191	40	)	)	PUNCT
bae-9928	191	41	.	.	PUNCT
bae-9928	192	1	within	within	ADP
bae-9928	192	2	the	the	DET
bae-9928	192	3	framework	framework	NOUN
bae-9928	192	4	of	of	ADP
bae-9928	192	5	cost	cost	NOUN
bae-9928	192	6	-	-	PUNCT
bae-9928	192	7	benefit	benefit	NOUN
bae-9928	192	8	analysis	analysis	NOUN
bae-9928	192	9	,	,	PUNCT
bae-9928	192	10	an	an	DET
bae-9928	192	11	effective	effective	ADJ
bae-9928	192	12	methodology	methodology	NOUN
bae-9928	192	13	for	for	ADP
bae-9928	192	14	the	the	DET
bae-9928	192	15	evaluation	evaluation	NOUN
bae-9928	192	16	of	of	ADP
bae-9928	192	17	the	the	DET
bae-9928	192	18	economic	economic	ADJ
bae-9928	192	19	impact	impact	NOUN
bae-9928	192	20	is	be	AUX
bae-9928	192	21	the	the	DET
bae-9928	192	22	computation	computation	NOUN
bae-9928	192	23	of	of	ADP
bae-9928	192	24	the	the	DET
bae-9928	192	25	rate	rate	NOUN
bae-9928	192	26	of	of	ADP
bae-9928	192	27	return	return	NOUN
bae-9928	192	28	of	of	ADP
bae-9928	192	29	r&d	r&d	NOUN
bae-9928	192	30	investments	investment	NOUN
bae-9928	192	31	.	.	PUNCT
bae-9928	193	1	in	in	ADP
bae-9928	193	2	particular	particular	ADJ
bae-9928	193	3	,	,	PUNCT
bae-9928	193	4	by	by	ADP
bae-9928	193	5	referring	refer	VERB
bae-9928	193	6	to	to	ADP
bae-9928	193	7	several	several	ADJ
bae-9928	193	8	studies	study	NOUN
bae-9928	193	9	,	,	PUNCT
bae-9928	193	10	especially	especially	ADV
bae-9928	193	11	to	to	ADP
bae-9928	193	12	griliches	griliche	NOUN
bae-9928	193	13	(	(	PUNCT
bae-9928	193	14	1964	1964	NUM
bae-9928	193	15	)	)	PUNCT
bae-9928	193	16	and	and	CCONJ
bae-9928	193	17	davis	davis	PROPN
bae-9928	193	18	(	(	PUNCT
bae-9928	193	19	1981	1981	NUM
bae-9928	193	20	)	)	PUNCT
bae-9928	193	21	,	,	PUNCT
bae-9928	193	22	in	in	ADP
bae-9928	193	23	this	this	DET
bae-9928	193	24	paper	paper	NOUN
bae-9928	193	25	the	the	DET
bae-9928	193	26	computation	computation	NOUN
bae-9928	193	27	of	of	ADP
bae-9928	193	28	the	the	DET
bae-9928	193	29	ror	ror	NOUN
bae-9928	193	30	has	have	AUX
bae-9928	193	31	been	be	AUX
bae-9928	193	32	carried	carry	VERB
bae-9928	193	33	out	out	ADP
bae-9928	193	34	according	accord	VERB
bae-9928	193	35	to	to	ADP
bae-9928	193	36	the	the	DET
bae-9928	193	37	method	method	NOUN
bae-9928	193	38	of	of	ADP
bae-9928	193	39	the	the	DET
bae-9928	193	40	marginal	marginal	ADJ
bae-9928	193	41	internal	internal	ADJ
bae-9928	193	42	rate	rate	NOUN
bae-9928	193	43	of	of	ADP
bae-9928	193	44	return	return	NOUN
bae-9928	193	45	(	(	PUNCT
bae-9928	193	46	mirr	mirr	NOUN
bae-9928	193	47	)	)	PUNCT
bae-9928	193	48	.	.	PUNCT
bae-9928	194	1	the	the	DET
bae-9928	194	2	mirr	mirr	NOUN
bae-9928	194	3	for	for	ADP
bae-9928	194	4	both	both	DET
bae-9928	194	5	tfp	tfp	PROPN
bae-9928	194	6	specifications	specification	NOUN
bae-9928	194	7	has	have	AUX
bae-9928	194	8	been	be	AUX
bae-9928	194	9	computed	compute	VERB
bae-9928	194	10	according	accord	VERB
bae-9928	194	11	to	to	ADP
bae-9928	194	12	the	the	DET
bae-9928	194	13	criteria	criterion	NOUN
bae-9928	194	14	adopted	adopt	VERB
bae-9928	194	15	by	by	ADP
bae-9928	194	16	alene	alene	NOUN
bae-9928	194	17	(	(	PUNCT
bae-9928	194	18	2010	2010	NUM
bae-9928	194	19	):	):	PUNCT
bae-9928	194	20	,	,	PUNCT
bae-9928	194	21	with	with	ADP
bae-9928	194	22	j=“18	j=“18	PROPN
bae-9928	194	23	”	"	PUNCT
bae-9928	194	24	and	and	CCONJ
bae-9928	194	25	t={“19812010	t={“19812010	NOUN
bae-9928	194	26	”	"	PUNCT
bae-9928	194	27	}	}	PUNCT
bae-9928	194	28	,	,	PUNCT
bae-9928	194	29	where	where	SCONJ
bae-9928	194	30	vmp	vmp	PROPN
bae-9928	194	31	stands	stand	VERB
bae-9928	194	32	for	for	ADP
bae-9928	194	33	value	value	NOUN
bae-9928	194	34	marginal	marginal	ADJ
bae-9928	194	35	product	product	NOUN
bae-9928	194	36	of	of	ADP
bae-9928	194	37	r&d	r&d	NOUN
bae-9928	194	38	.	.	PUNCT
bae-9928	195	1	given	give	VERB
bae-9928	195	2	that	that	SCONJ
bae-9928	195	3	the	the	DET
bae-9928	195	4	rors	ror	NOUN
bae-9928	195	5	have	have	AUX
bae-9928	195	6	been	be	AUX
bae-9928	195	7	computed	compute	VERB
bae-9928	195	8	upon	upon	SCONJ
bae-9928	195	9	estimates	estimate	NOUN
bae-9928	195	10	from	from	ADP
bae-9928	195	11	panel	panel	NOUN
bae-9928	195	12	models	model	NOUN
bae-9928	195	13	,	,	PUNCT
bae-9928	195	14	they	they	PRON
bae-9928	195	15	are	be	AUX
bae-9928	195	16	unique	unique	ADJ
bae-9928	195	17	for	for	ADP
bae-9928	195	18	all	all	DET
bae-9928	195	19	the	the	DET
bae-9928	195	20	countries	country	NOUN
bae-9928	195	21	.	.	PUNCT
bae-9928	196	1	further	far	ADV
bae-9928	196	2	,	,	PUNCT
bae-9928	196	3	different	different	ADJ
bae-9928	196	4	average	average	ADJ
bae-9928	196	5	measures	measure	NOUN
bae-9928	196	6	are	be	AUX
bae-9928	196	7	applied	apply	VERB
bae-9928	196	8	,	,	PUNCT
bae-9928	196	9	namely	namely	ADV
bae-9928	196	10	arithmetic	arithmetic	ADJ
bae-9928	196	11	vs	vs	ADP
bae-9928	196	12	geometric	geometric	ADJ
bae-9928	196	13	,	,	PUNCT
bae-9928	196	14	in	in	ADP
bae-9928	196	15	order	order	NOUN
bae-9928	196	16	to	to	PART
bae-9928	196	17	control	control	VERB
bae-9928	196	18	for	for	ADP
bae-9928	196	19	the	the	DET
bae-9928	196	20	potential	potential	ADJ
bae-9928	196	21	effects	effect	NOUN
bae-9928	196	22	of	of	ADP
bae-9928	196	23	the	the	DET
bae-9928	196	24	deflation	deflation	NOUN
bae-9928	196	25	of	of	ADP
bae-9928	196	26	the	the	DET
bae-9928	196	27	value	value	NOUN
bae-9928	196	28	variables	variable	NOUN
bae-9928	196	29	,	,	PUNCT
bae-9928	196	30	namely	namely	ADV
bae-9928	196	31	re	re	VERB
bae-9928	196	32	,	,	PUNCT
bae-9928	196	33	on	on	ADP
bae-9928	196	34	the	the	DET
bae-9928	196	35	vmp	vmp	PROPN
bae-9928	196	36	and	and	CCONJ
bae-9928	196	37	ror	ror	PROPN
bae-9928	196	38	(	(	PUNCT
bae-9928	196	39	davis	davis	PROPN
bae-9928	196	40	,	,	PUNCT
bae-9928	196	41	1981	1981	NUM
bae-9928	196	42	)	)	PUNCT
bae-9928	196	43	.	.	PUNCT
bae-9928	197	1	in	in	ADP
bae-9928	197	2	fact	fact	NOUN
bae-9928	197	3	,	,	PUNCT
bae-9928	197	4	important	important	ADJ
bae-9928	197	5	differences	difference	NOUN
bae-9928	197	6	emerge	emerge	VERB
bae-9928	197	7	from	from	ADP
bae-9928	197	8	the	the	DET
bae-9928	197	9	comparison	comparison	NOUN
bae-9928	197	10	of	of	ADP
bae-9928	197	11	the	the	DET
bae-9928	197	12	rors	ror	NOUN
bae-9928	197	13	computed	compute	VERB
bae-9928	197	14	through	through	ADP
bae-9928	197	15	the	the	DET
bae-9928	197	16	mentioned	mention	VERB
bae-9928	197	17	techniques	technique	NOUN
bae-9928	197	18	.	.	PUNCT
bae-9928	198	1	however	however	ADV
bae-9928	198	2	,	,	PUNCT
bae-9928	198	3	the	the	DET
bae-9928	198	4	application	application	NOUN
bae-9928	198	5	of	of	ADP
bae-9928	198	6	geometric	geometric	ADJ
bae-9928	198	7	averages	average	NOUN
bae-9928	198	8	is	be	AUX
bae-9928	198	9	not	not	PART
bae-9928	198	10	possible	possible	ADJ
bae-9928	198	11	for	for	ADP
bae-9928	198	12	the	the	DET
bae-9928	198	13	variables	variable	NOUN
bae-9928	198	14	in	in	ADP
bae-9928	198	15	level	level	NOUN
bae-9928	198	16	form	form	NOUN
bae-9928	198	17	because	because	SCONJ
bae-9928	198	18	the	the	DET
bae-9928	198	19	relative	relative	ADJ
bae-9928	198	20	computation	computation	NOUN
bae-9928	198	21	formula	formula	NOUN
bae-9928	198	22	of	of	ADP
bae-9928	198	23	the	the	DET
bae-9928	198	24	vmp	vmp	PROPN
bae-9928	198	25	does	do	AUX
bae-9928	198	26	not	not	PART
bae-9928	198	27	involve	involve	VERB
bae-9928	198	28	the	the	DET
bae-9928	198	29	average	average	NOUN
bae-9928	198	30	of	of	ADP
bae-9928	198	31	r&d17	r&d17	NOUN
bae-9928	198	32	(	(	PUNCT
bae-9928	198	33	but	but	CCONJ
bae-9928	198	34	also	also	ADV
bae-9928	198	35	because	because	SCONJ
bae-9928	198	36	,	,	PUNCT
bae-9928	198	37	by	by	ADP
bae-9928	198	38	definition	definition	NOUN
bae-9928	198	39	,	,	PUNCT
bae-9928	198	40	the	the	DET
bae-9928	198	41	geometric	geometric	ADJ
bae-9928	198	42	average	average	NOUN
bae-9928	198	43	of	of	ADP
bae-9928	198	44	a	a	DET
bae-9928	198	45	variable	variable	NOUN
bae-9928	198	46	is	be	AUX
bae-9928	198	47	the	the	DET
bae-9928	198	48	equivalent	equivalent	NOUN
bae-9928	198	49	of	of	ADP
bae-9928	198	50	the	the	DET
bae-9928	198	51	arithmetic	arithmetic	ADJ
bae-9928	198	52	average	average	NOUN
bae-9928	198	53	of	of	ADP
bae-9928	198	54	the	the	DET
bae-9928	198	55	logarithmic	logarithmic	ADJ
bae-9928	198	56	form	form	NOUN
bae-9928	198	57	of	of	ADP
bae-9928	198	58	the	the	DET
bae-9928	198	59	variable	variable	NOUN
bae-9928	198	60	)	)	PUNCT
bae-9928	198	61	.	.	PUNCT
bae-9928	199	1	therefore	therefore	ADV
bae-9928	199	2	,	,	PUNCT
bae-9928	199	3	the	the	DET
bae-9928	199	4	sensitiveness	sensitiveness	NOUN
bae-9928	199	5	of	of	ADP
bae-9928	199	6	the	the	DET
bae-9928	199	7	ror	ror	NOUN
bae-9928	199	8	computation	computation	NOUN
bae-9928	199	9	with	with	ADP
bae-9928	199	10	respect	respect	NOUN
bae-9928	199	11	to	to	ADP
bae-9928	199	12	the	the	DET
bae-9928	199	13	geometric	geometric	ADJ
bae-9928	199	14	mean	mean	NOUN
bae-9928	199	15	is	be	AUX
bae-9928	199	16	performed	perform	VERB
bae-9928	199	17	only	only	ADV
bae-9928	199	18	on	on	ADP
bae-9928	199	19	the	the	DET
bae-9928	199	20	tfp	tfp	PROPN
bae-9928	199	21	log	log	NOUN
bae-9928	199	22	specifications	specification	NOUN
bae-9928	199	23	.	.	PUNCT
bae-9928	200	1	5	5	X
bae-9928	200	2	.	.	X
bae-9928	200	3	results	result	NOUN
bae-9928	200	4	by	by	ADP
bae-9928	200	5	applying	apply	VERB
bae-9928	200	6	the	the	DET
bae-9928	200	7	max	max	PROPN
bae-9928	200	8	adjr2	adjr2	PROPN
bae-9928	200	9	criterion	criterion	NOUN
bae-9928	200	10	,	,	PUNCT
bae-9928	200	11	18	18	NUM
bae-9928	200	12	lags	lag	NOUN
bae-9928	200	13	have	have	AUX
bae-9928	200	14	been	be	AUX
bae-9928	200	15	found	find	VERB
bae-9928	200	16	for	for	ADP
bae-9928	200	17	tfp	tfp	PROPN
bae-9928	200	18	specifications	specification	NOUN
bae-9928	200	19	,	,	PUNCT
bae-9928	200	20	implying	imply	VERB
bae-9928	200	21	that	that	SCONJ
bae-9928	200	22	the	the	DET
bae-9928	200	23	variable	variable	ADJ
bae-9928	200	24	pdl=∑j	pdl=∑j	NOUN
bae-9928	200	25	j=0j2(r&dt	j=0j2(r&dt	PROPN
bae-9928	200	26	-	-	PUNCT
bae-9928	200	27	j	j	NOUN
bae-9928	200	28	)	)	PUNCT
bae-9928	200	29	is	be	AUX
bae-9928	200	30	computed	compute	VERB
bae-9928	200	31	with	with	ADP
bae-9928	200	32	j=0,1,	j=0,1,	PROPN
bae-9928	200	33	…	…	PROPN
bae-9928	200	34	,18	,18	X
bae-9928	200	35	.	.	PUNCT
bae-9928	201	1	the	the	DET
bae-9928	201	2	hausman	hausman	PROPN
bae-9928	201	3	test	test	NOUN
bae-9928	201	4	applied	apply	VERB
bae-9928	201	5	on	on	ADP
bae-9928	201	6	the	the	DET
bae-9928	201	7	tfp	tfp	PROPN
bae-9928	201	8	level	level	NOUN
bae-9928	201	9	specifications	specification	NOUN
bae-9928	201	10	reports	report	VERB
bae-9928	201	11	an	an	DET
bae-9928	201	12	estimated	estimate	VERB
bae-9928	201	13	χ2=9.59	χ2=9.59	NOUN
bae-9928	201	14	and	and	CCONJ
bae-9928	201	15	a	a	DET
bae-9928	201	16	ρ<0.05	ρ<0.05	NOUN
bae-9928	201	17	,	,	PUNCT
bae-9928	201	18	revealing	reveal	VERB
bae-9928	201	19	that	that	SCONJ
bae-9928	201	20	the	the	DET
bae-9928	201	21	random	random	ADJ
bae-9928	201	22	-	-	PUNCT
bae-9928	201	23	effect	effect	NOUN
bae-9928	201	24	model	model	NOUN
bae-9928	201	25	results	result	NOUN
bae-9928	201	26	are	be	AUX
bae-9928	201	27	more	more	ADV
bae-9928	201	28	appropriate	appropriate	ADJ
bae-9928	201	29	.	.	PUNCT
bae-9928	202	1	for	for	ADP
bae-9928	202	2	this	this	DET
bae-9928	202	3	reason	reason	NOUN
bae-9928	202	4	,	,	PUNCT
bae-9928	202	5	a	a	DET
bae-9928	202	6	further	further	ADJ
bae-9928	202	7	model	model	NOUN
bae-9928	202	8	including	include	VERB
bae-9928	202	9	an	an	DET
bae-9928	202	10	autoregressive	autoregressive	ADJ
bae-9928	202	11	process	process	NOUN
bae-9928	202	12	of	of	ADP
bae-9928	202	13	order	order	NOUN
bae-9928	202	14	1	1	NUM
bae-9928	202	15	in	in	ADP
bae-9928	202	16	the	the	DET
bae-9928	202	17	error	error	NOUN
bae-9928	202	18	term	term	NOUN
bae-9928	202	19	(	(	PUNCT
bae-9928	202	20	ar(1	ar(1	NOUN
bae-9928	202	21	)	)	PUNCT
bae-9928	202	22	)	)	PUNCT
bae-9928	202	23	is	be	AUX
bae-9928	202	24	employed	employ	VERB
bae-9928	202	25	to	to	PART
bae-9928	202	26	consider	consider	VERB
bae-9928	202	27	likely	likely	ADJ
bae-9928	202	28	effects	effect	NOUN
bae-9928	202	29	of	of	ADP
bae-9928	202	30	omitted	omit	VERB
bae-9928	202	31	16	16	NUM
bae-9928	202	32	more	more	ADJ
bae-9928	202	33	details	detail	NOUN
bae-9928	202	34	about	about	ADP
bae-9928	202	35	the	the	DET
bae-9928	202	36	unit	unit	NOUN
bae-9928	202	37	-	-	PUNCT
bae-9928	202	38	root	root	NOUN
bae-9928	202	39	tests	test	NOUN
bae-9928	202	40	are	be	AUX
bae-9928	202	41	available	available	ADJ
bae-9928	202	42	from	from	ADP
bae-9928	202	43	the	the	DET
bae-9928	202	44	authors	author	NOUN
bae-9928	202	45	upon	upon	SCONJ
bae-9928	202	46	request	request	NOUN
bae-9928	202	47	.	.	PUNCT
bae-9928	203	1	17	17	NUM
bae-9928	204	1	the	the	DET
bae-9928	204	2	computation	computation	NOUN
bae-9928	204	3	of	of	ADP
bae-9928	204	4	vmp	vmp	PROPN
bae-9928	204	5	varies	varie	NOUN
bae-9928	204	6	according	accord	VERB
bae-9928	204	7	to	to	ADP
bae-9928	204	8	the	the	DET
bae-9928	204	9	tfp	tfp	PROPN
bae-9928	204	10	specification	specification	NOUN
bae-9928	204	11	used	use	VERB
bae-9928	204	12	in	in	ADP
bae-9928	204	13	the	the	DET
bae-9928	204	14	models	model	NOUN
bae-9928	204	15	:	:	PUNCT
bae-9928	204	16	the	the	DET
bae-9928	204	17	log	log	NOUN
bae-9928	204	18	form	form	NOUN
bae-9928	204	19	implies	imply	VERB
bae-9928	204	20	the	the	DET
bae-9928	204	21	use	use	NOUN
bae-9928	204	22	of	of	ADP
bae-9928	204	23	average	average	ADJ
bae-9928	204	24	values	value	NOUN
bae-9928	204	25	of	of	ADP
bae-9928	204	26	tfp	tfp	PROPN
bae-9928	204	27	and	and	CCONJ
bae-9928	204	28	re	re	VERB
bae-9928	204	29	,	,	PUNCT
bae-9928	204	30	while	while	SCONJ
bae-9928	204	31	the	the	DET
bae-9928	204	32	linear	linear	ADJ
bae-9928	204	33	form	form	NOUN
bae-9928	204	34	does	do	VERB
bae-9928	204	35	not	not	PART
bae-9928	204	36	.	.	PUNCT
bae-9928	205	1	81public	81public	PROPN
bae-9928	206	1	r&d	r&d	NOUN
bae-9928	206	2	and	and	CCONJ
bae-9928	206	3	european	european	ADJ
bae-9928	206	4	agriculture	agriculture	NOUN
bae-9928	206	5	:	:	PUNCT
bae-9928	206	6	impact	impact	NOUN
bae-9928	206	7	on	on	ADP
bae-9928	206	8	productivity	productivity	NOUN
bae-9928	206	9	and	and	CCONJ
bae-9928	206	10	return	return	NOUN
bae-9928	206	11	on	on	ADP
bae-9928	206	12	r&d	r&d	NOUN
bae-9928	206	13	expenditure	expenditure	NOUN
bae-9928	206	14	bio	bio	NOUN
bae-9928	206	15	-	-	PUNCT
bae-9928	206	16	based	base	VERB
bae-9928	206	17	and	and	CCONJ
bae-9928	206	18	applied	apply	VERB
bae-9928	206	19	economics	economic	NOUN
bae-9928	206	20	10(1	10(1	NUM
bae-9928	206	21	):	):	PUNCT
bae-9928	206	22	81	81	NUM
bae-9928	206	23	-	-	SYM
bae-9928	206	24	86	86	NUM
bae-9928	206	25	,	,	PUNCT
bae-9928	206	26	2021	2021	NUM
bae-9928	206	27	|	|	ADV
bae-9928	206	28	e	e	NOUN
bae-9928	206	29	-	-	PROPN
bae-9928	206	30	issn	issn	VERB
bae-9928	206	31	2280	2280	NUM
bae-9928	206	32	-	-	SYM
bae-9928	206	33	6172	6172	NUM
bae-9928	206	34	|	|	ADV
bae-9928	206	35	doi	doi	NOUN
bae-9928	206	36	:	:	PUNCT
bae-9928	206	37	10.36253	10.36253	NUM
bae-9928	206	38	/	/	SYM
bae-9928	206	39	bae-9928	bae-9928	ADJ
bae-9928	206	40	variables	variable	NOUN
bae-9928	206	41	unlinked	unlinke	VERB
bae-9928	206	42	to	to	ADP
bae-9928	206	43	single	single	ADJ
bae-9928	206	44	countries	country	NOUN
bae-9928	206	45	(	(	PUNCT
bae-9928	206	46	coherent	coherent	ADJ
bae-9928	206	47	with	with	ADP
bae-9928	206	48	random	random	ADJ
bae-9928	206	49	-	-	PUNCT
bae-9928	206	50	effect	effect	NOUN
bae-9928	206	51	model	model	NOUN
bae-9928	206	52	specification	specification	NOUN
bae-9928	206	53	)	)	PUNCT
bae-9928	206	54	.	.	PUNCT
bae-9928	207	1	on	on	ADP
bae-9928	207	2	the	the	DET
bae-9928	207	3	other	other	ADJ
bae-9928	207	4	hand	hand	NOUN
bae-9928	207	5	,	,	PUNCT
bae-9928	207	6	the	the	DET
bae-9928	207	7	hausman	hausman	ADJ
bae-9928	207	8	test	test	NOUN
bae-9928	207	9	applied	apply	VERB
bae-9928	207	10	to	to	ADP
bae-9928	207	11	tfp	tfp	PROPN
bae-9928	207	12	log	log	NOUN
bae-9928	207	13	specification	specification	NOUN
bae-9928	207	14	reports	report	VERB
bae-9928	207	15	an	an	DET
bae-9928	207	16	estimated	estimate	VERB
bae-9928	207	17	χ2=0.02	χ2=0.02	ADJ
bae-9928	207	18	and	and	CCONJ
bae-9928	207	19	a	a	DET
bae-9928	207	20	ρ<0.89	ρ<0.89	PROPN
bae-9928	207	21	,	,	PUNCT
bae-9928	207	22	suggesting	suggest	VERB
bae-9928	207	23	that	that	SCONJ
bae-9928	207	24	fix	fix	NOUN
bae-9928	207	25	-	-	PUNCT
bae-9928	207	26	effect	effect	NOUN
bae-9928	207	27	model	model	NOUN
bae-9928	207	28	results	result	VERB
bae-9928	207	29	more	more	ADV
bae-9928	207	30	appropriate	appropriate	ADJ
bae-9928	207	31	.	.	PUNCT
bae-9928	208	1	however	however	ADV
bae-9928	208	2	,	,	PUNCT
bae-9928	208	3	we	we	PRON
bae-9928	208	4	decided	decide	VERB
bae-9928	208	5	to	to	PART
bae-9928	208	6	run	run	VERB
bae-9928	208	7	a	a	DET
bae-9928	208	8	reff	reff	PROPN
bae-9928	208	9	model	model	NOUN
bae-9928	208	10	with	with	ADP
bae-9928	208	11	ar(1	ar(1	NOUN
bae-9928	208	12	)	)	PUNCT
bae-9928	208	13	disturbances	disturbance	NOUN
bae-9928	208	14	to	to	PART
bae-9928	208	15	account	account	VERB
bae-9928	208	16	for	for	ADP
bae-9928	208	17	missing	miss	VERB
bae-9928	208	18	variable	variable	ADJ
bae-9928	208	19	bias	bias	NOUN
bae-9928	208	20	,	,	PUNCT
bae-9928	208	21	given	give	VERB
bae-9928	208	22	that	that	SCONJ
bae-9928	208	23	no	no	DET
bae-9928	208	24	efficiency	efficiency	NOUN
bae-9928	208	25	as	as	ADV
bae-9928	208	26	well	well	ADV
bae-9928	208	27	as	as	ADP
bae-9928	208	28	consistency	consistency	NOUN
bae-9928	208	29	would	would	AUX
bae-9928	208	30	be	be	AUX
bae-9928	208	31	lost	lose	VERB
bae-9928	208	32	.	.	PUNCT
bae-9928	209	1	the	the	DET
bae-9928	209	2	lags	lag	NOUN
bae-9928	209	3	imposed	impose	VERB
bae-9928	209	4	on	on	ADP
bae-9928	209	5	the	the	DET
bae-9928	209	6	models	model	NOUN
bae-9928	209	7	,	,	PUNCT
bae-9928	209	8	although	although	SCONJ
bae-9928	209	9	computed	compute	VERB
bae-9928	209	10	empirically	empirically	ADV
bae-9928	209	11	,	,	PUNCT
bae-9928	209	12	have	have	AUX
bae-9928	209	13	been	be	AUX
bae-9928	209	14	doublechecked	doublechecke	VERB
bae-9928	209	15	by	by	ADP
bae-9928	209	16	referring	refer	VERB
bae-9928	209	17	to	to	ADP
bae-9928	209	18	the	the	DET
bae-9928	209	19	work	work	NOUN
bae-9928	209	20	by	by	ADP
bae-9928	209	21	piesse	piesse	NOUN
bae-9928	209	22	at	at	ADP
bae-9928	209	23	al	al	PROPN
bae-9928	209	24	.	.	PUNCT
bae-9928	210	1	(	(	PUNCT
bae-9928	210	2	2010	2010	NUM
bae-9928	210	3	)	)	PUNCT
bae-9928	210	4	who	who	PRON
bae-9928	210	5	propose	propose	VERB
bae-9928	210	6	the	the	DET
bae-9928	210	7	existence	existence	NOUN
bae-9928	210	8	of	of	ADP
bae-9928	210	9	a	a	DET
bae-9928	210	10	diffusion	diffusion	NOUN
bae-9928	210	11	path	path	NOUN
bae-9928	210	12	from	from	ADP
bae-9928	210	13	the	the	DET
bae-9928	210	14	us	us	PROPN
bae-9928	210	15	to	to	ADP
bae-9928	210	16	less	less	ADV
bae-9928	210	17	developed	developed	ADJ
bae-9928	210	18	southern	southern	ADJ
bae-9928	210	19	countries	country	NOUN
bae-9928	210	20	,	,	PUNCT
bae-9928	210	21	passing	pass	VERB
bae-9928	210	22	by	by	ADP
bae-9928	210	23	northern	northern	ADJ
bae-9928	210	24	and	and	CCONJ
bae-9928	210	25	southern	southern	ADJ
bae-9928	210	26	europe	europe	PROPN
bae-9928	210	27	,	,	PUNCT
bae-9928	210	28	backing	back	VERB
bae-9928	210	29	the	the	DET
bae-9928	210	30	hypothesis	hypothesis	NOUN
bae-9928	210	31	that	that	PRON
bae-9928	210	32	agricultural	agricultural	ADJ
bae-9928	210	33	research	research	NOUN
bae-9928	210	34	in	in	ADP
bae-9928	210	35	europe	europe	PROPN
bae-9928	210	36	is	be	AUX
bae-9928	210	37	mostly	mostly	ADV
bae-9928	210	38	adaptive	adaptive	ADJ
bae-9928	210	39	rather	rather	ADV
bae-9928	210	40	than	than	ADP
bae-9928	210	41	basic	basic	ADJ
bae-9928	210	42	.	.	PUNCT
bae-9928	211	1	given	give	VERB
bae-9928	211	2	this	this	DET
bae-9928	211	3	path	path	NOUN
bae-9928	211	4	,	,	PUNCT
bae-9928	211	5	the	the	DET
bae-9928	211	6	lags	lag	NOUN
bae-9928	211	7	from	from	ADP
bae-9928	211	8	research	research	NOUN
bae-9928	211	9	to	to	ADP
bae-9928	211	10	productivity	productivity	NOUN
bae-9928	211	11	in	in	ADP
bae-9928	211	12	europe	europe	PROPN
bae-9928	211	13	may	may	AUX
bae-9928	211	14	be	be	AUX
bae-9928	211	15	expected	expect	VERB
bae-9928	211	16	to	to	PART
bae-9928	211	17	be	be	AUX
bae-9928	211	18	shorter	short	ADJ
bae-9928	211	19	than	than	ADP
bae-9928	211	20	the	the	DET
bae-9928	211	21	suggested	suggest	VERB
bae-9928	211	22	50	50	NUM
bae-9928	211	23	years	year	NOUN
bae-9928	211	24	.	.	PUNCT
bae-9928	212	1	the	the	DET
bae-9928	212	2	empirical	empirical	ADJ
bae-9928	212	3	determination	determination	NOUN
bae-9928	212	4	of	of	ADP
bae-9928	212	5	the	the	DET
bae-9928	212	6	lags	lag	NOUN
bae-9928	212	7	seems	seem	VERB
bae-9928	212	8	to	to	PART
bae-9928	212	9	confirm	confirm	VERB
bae-9928	212	10	this	this	DET
bae-9928	212	11	hypothesis	hypothesis	NOUN
bae-9928	212	12	.	.	PUNCT
bae-9928	213	1	the	the	DET
bae-9928	213	2	variables	variable	NOUN
bae-9928	213	3	in	in	ADP
bae-9928	213	4	the	the	DET
bae-9928	213	5	tfp	tfp	PROPN
bae-9928	213	6	model	model	NOUN
bae-9928	213	7	specifications	specification	NOUN
bae-9928	213	8	have	have	AUX
bae-9928	213	9	been	be	AUX
bae-9928	213	10	employed	employ	VERB
bae-9928	213	11	in	in	ADP
bae-9928	213	12	the	the	DET
bae-9928	213	13	form	form	NOUN
bae-9928	213	14	of	of	ADP
bae-9928	213	15	levels	level	NOUN
bae-9928	213	16	and	and	CCONJ
bae-9928	213	17	logarithm	logarithm	NOUN
bae-9928	213	18	.	.	PUNCT
bae-9928	214	1	the	the	DET
bae-9928	214	2	results	result	NOUN
bae-9928	214	3	,	,	PUNCT
bae-9928	214	4	displayed	display	VERB
bae-9928	214	5	in	in	ADP
bae-9928	214	6	table	table	NOUN
bae-9928	214	7	3	3	NUM
bae-9928	214	8	,	,	PUNCT
bae-9928	214	9	show	show	VERB
bae-9928	214	10	the	the	DET
bae-9928	214	11	expected	expect	VERB
bae-9928	214	12	positive	positive	ADJ
bae-9928	214	13	sign	sign	NOUN
bae-9928	214	14	of	of	ADP
bae-9928	214	15	the	the	DET
bae-9928	214	16	r&d	r&d	NOUN
bae-9928	214	17	estimates	estimate	NOUN
bae-9928	214	18	and	and	CCONJ
bae-9928	214	19	high	high	ADJ
bae-9928	214	20	statistical	statistical	ADJ
bae-9928	214	21	significance	significance	NOUN
bae-9928	214	22	.	.	PUNCT
bae-9928	215	1	across	across	ADP
bae-9928	215	2	the	the	DET
bae-9928	215	3	considered	consider	VERB
bae-9928	215	4	18	18	NUM
bae-9928	215	5	-	-	PUNCT
bae-9928	215	6	year	year	NOUN
bae-9928	215	7	lag	lag	NOUN
bae-9928	215	8	period	period	NOUN
bae-9928	215	9	,	,	PUNCT
bae-9928	215	10	the	the	DET
bae-9928	215	11	variables	variable	NOUN
bae-9928	215	12	on	on	ADP
bae-9928	215	13	agricultural	agricultural	ADJ
bae-9928	215	14	research	research	NOUN
bae-9928	215	15	(	(	PUNCT
bae-9928	215	16	r&d	r&d	NOUN
bae-9928	215	17	)	)	PUNCT
bae-9928	215	18	indicate	indicate	VERB
bae-9928	215	19	positive	positive	ADJ
bae-9928	215	20	and	and	CCONJ
bae-9928	215	21	significant	significant	ADJ
bae-9928	215	22	effects	effect	NOUN
bae-9928	215	23	,	,	PUNCT
bae-9928	215	24	shown	show	VERB
bae-9928	215	25	in	in	ADP
bae-9928	215	26	figure	figure	NOUN
bae-9928	215	27	1	1	NUM
bae-9928	215	28	,	,	PUNCT
bae-9928	215	29	summing	sum	VERB
bae-9928	215	30	up	up	ADP
bae-9928	215	31	to	to	ADP
bae-9928	215	32	a	a	DET
bae-9928	215	33	total	total	ADJ
bae-9928	215	34	effect	effect	NOUN
bae-9928	215	35	of	of	ADP
bae-9928	215	36	0,24	0,24	NOUN
bae-9928	215	37	and	and	CCONJ
bae-9928	215	38	0,17	0,17	NOUN
bae-9928	215	39	,	,	PUNCT
bae-9928	215	40	for	for	ADP
bae-9928	215	41	the	the	DET
bae-9928	215	42	reff	reff	PROPN
bae-9928	215	43	and	and	CCONJ
bae-9928	215	44	reff	reff	PROPN
bae-9928	215	45	with	with	ADP
bae-9928	215	46	ar(1	ar(1	PROPN
bae-9928	215	47	)	)	PUNCT
bae-9928	215	48	specifications	specification	NOUN
bae-9928	215	49	in	in	ADP
bae-9928	215	50	level	level	NOUN
bae-9928	215	51	forms	form	NOUN
bae-9928	215	52	,	,	PUNCT
bae-9928	215	53	and	and	CCONJ
bae-9928	215	54	to	to	ADP
bae-9928	215	55	a	a	DET
bae-9928	215	56	total	total	ADJ
bae-9928	215	57	elasticity	elasticity	NOUN
bae-9928	215	58	of	of	ADP
bae-9928	215	59	0,10	0,10	NOUN
bae-9928	215	60	and	and	CCONJ
bae-9928	215	61	0,09	0,09	NOUN
bae-9928	215	62	for	for	ADP
bae-9928	215	63	feff	feff	NOUN
bae-9928	215	64	and	and	CCONJ
bae-9928	215	65	reff	reff	PROPN
bae-9928	215	66	with	with	ADP
bae-9928	215	67	ar(1	ar(1	PROPN
bae-9928	215	68	)	)	PUNCT
bae-9928	215	69	specifications	specification	NOUN
bae-9928	215	70	in	in	ADP
bae-9928	215	71	logarithmic	logarithmic	ADJ
bae-9928	215	72	form	form	NOUN
bae-9928	215	73	,	,	PUNCT
bae-9928	215	74	respectively.18	respectively.18	VERB
bae-9928	215	75	by	by	ADP
bae-9928	215	76	comparing	compare	VERB
bae-9928	215	77	the	the	DET
bae-9928	215	78	results	result	NOUN
bae-9928	215	79	of	of	ADP
bae-9928	215	80	the	the	DET
bae-9928	215	81	different	different	ADJ
bae-9928	215	82	specifications	specification	NOUN
bae-9928	215	83	of	of	ADP
bae-9928	215	84	the	the	DET
bae-9928	215	85	models	model	NOUN
bae-9928	215	86	on	on	ADP
bae-9928	215	87	tfp	tfp	PROPN
bae-9928	215	88	,	,	PUNCT
bae-9928	215	89	interesting	interesting	ADJ
bae-9928	215	90	estimation	estimation	NOUN
bae-9928	215	91	aspects	aspect	NOUN
bae-9928	215	92	are	be	AUX
bae-9928	215	93	revealed	reveal	VERB
bae-9928	215	94	.	.	PUNCT
bae-9928	216	1	in	in	ADP
bae-9928	216	2	particular	particular	ADJ
bae-9928	216	3	,	,	PUNCT
bae-9928	216	4	the	the	DET
bae-9928	216	5	inclusion	inclusion	NOUN
bae-9928	216	6	of	of	ADP
bae-9928	216	7	the	the	DET
bae-9928	216	8	ar(1	ar(1	PROPN
bae-9928	216	9	)	)	PUNCT
bae-9928	216	10	component	component	NOUN
bae-9928	216	11	in	in	ADP
bae-9928	216	12	the	the	DET
bae-9928	216	13	error	error	NOUN
bae-9928	216	14	term	term	NOUN
bae-9928	216	15	does	do	AUX
bae-9928	216	16	not	not	PART
bae-9928	216	17	improve	improve	VERB
bae-9928	216	18	the	the	DET
bae-9928	216	19	regression	regression	NOUN
bae-9928	216	20	accuracy	accuracy	NOUN
bae-9928	216	21	(	(	PUNCT
bae-9928	216	22	both	both	CCONJ
bae-9928	216	23	r2	r2	NOUN
bae-9928	216	24	-	-	PUNCT
bae-9928	216	25	within	within	ADP
bae-9928	216	26	and	and	CCONJ
bae-9928	216	27	r2	r2	NOUN
bae-9928	216	28	-	-	PUNCT
bae-9928	216	29	between	between	NOUN
bae-9928	216	30	)	)	PUNCT
bae-9928	216	31	as	as	ADV
bae-9928	216	32	well	well	ADV
bae-9928	216	33	as	as	ADP
bae-9928	216	34	the	the	DET
bae-9928	216	35	estimation	estimation	NOUN
bae-9928	216	36	of	of	ADP
bae-9928	216	37	the	the	DET
bae-9928	216	38	r&d	r&d	NOUN
bae-9928	216	39	effects	effect	NOUN
bae-9928	216	40	,	,	PUNCT
bae-9928	216	41	which	which	PRON
bae-9928	216	42	,	,	PUNCT
bae-9928	216	43	rather	rather	ADV
bae-9928	216	44	,	,	PUNCT
bae-9928	216	45	turns	turn	VERB
bae-9928	216	46	out	out	ADP
bae-9928	216	47	to	to	PART
bae-9928	216	48	be	be	AUX
bae-9928	216	49	lower	low	ADJ
bae-9928	216	50	.	.	PUNCT
bae-9928	217	1	the	the	DET
bae-9928	217	2	reason	reason	NOUN
bae-9928	217	3	for	for	ADP
bae-9928	217	4	this	this	DET
bae-9928	217	5	difference	difference	NOUN
bae-9928	217	6	in	in	ADP
bae-9928	217	7	the	the	DET
bae-9928	217	8	estimates	estimate	NOUN
bae-9928	217	9	(	(	PUNCT
bae-9928	217	10	or	or	CCONJ
bae-9928	217	11	lack	lack	NOUN
bae-9928	217	12	of	of	ADP
bae-9928	217	13	difference	difference	NOUN
bae-9928	217	14	in	in	ADP
bae-9928	217	15	r2	r2	NOUN
bae-9928	217	16	)	)	PUNCT
bae-9928	217	17	might	might	AUX
bae-9928	217	18	be	be	AUX
bae-9928	217	19	related	relate	VERB
bae-9928	217	20	to	to	ADP
bae-9928	217	21	the	the	DET
bae-9928	217	22	condition	condition	NOUN
bae-9928	217	23	that	that	SCONJ
bae-9928	217	24	both	both	DET
bae-9928	217	25	regressions	regression	NOUN
bae-9928	217	26	include	include	VERB
bae-9928	217	27	only	only	ADV
bae-9928	217	28	one	one	NUM
bae-9928	217	29	explanatory	explanatory	ADJ
bae-9928	217	30	variable	variable	NOUN
bae-9928	217	31	,	,	PUNCT
bae-9928	217	32	namely	namely	ADV
bae-9928	217	33	r&d	r&d	NOUN
bae-9928	217	34	(	(	PUNCT
bae-9928	217	35	in	in	ADP
bae-9928	217	36	terms	term	NOUN
bae-9928	217	37	of	of	ADP
bae-9928	217	38	pdl	pdl	NOUN
bae-9928	217	39	)	)	PUNCT
bae-9928	217	40	,	,	PUNCT
bae-9928	217	41	inducing	induce	VERB
bae-9928	217	42	a	a	DET
bae-9928	217	43	lower	low	ADJ
bae-9928	217	44	impact	impact	NOUN
bae-9928	217	45	when	when	SCONJ
bae-9928	217	46	the	the	DET
bae-9928	217	47	ar(1	ar(1	NOUN
bae-9928	217	48	)	)	PUNCT
bae-9928	217	49	error	error	NOUN
bae-9928	217	50	component	component	NOUN
bae-9928	217	51	is	be	AUX
bae-9928	217	52	considered	consider	VERB
bae-9928	217	53	.	.	PUNCT
bae-9928	218	1	in	in	ADP
bae-9928	218	2	this	this	DET
bae-9928	218	3	case	case	NOUN
bae-9928	218	4	,	,	PUNCT
bae-9928	218	5	the	the	DET
bae-9928	218	6	relative	relative	ADJ
bae-9928	218	7	importance	importance	NOUN
bae-9928	218	8	of	of	ADP
bae-9928	218	9	differences	difference	NOUN
bae-9928	218	10	across	across	ADP
bae-9928	218	11	countries	country	NOUN
bae-9928	218	12	versus	versus	ADP
bae-9928	218	13	time	time	NOUN
bae-9928	218	14	-	-	PUNCT
bae-9928	218	15	related	relate	VERB
bae-9928	218	16	variability	variability	NOUN
bae-9928	218	17	is	be	AUX
bae-9928	218	18	null	null	ADJ
bae-9928	218	19	.	.	PUNCT
bae-9928	219	1	further	far	ADV
bae-9928	219	2	,	,	PUNCT
bae-9928	219	3	other	other	ADJ
bae-9928	219	4	aspects	aspect	NOUN
bae-9928	219	5	emerge	emerge	VERB
bae-9928	219	6	from	from	ADP
bae-9928	219	7	the	the	DET
bae-9928	219	8	regression	regression	NOUN
bae-9928	219	9	performed	perform	VERB
bae-9928	219	10	through	through	ADP
bae-9928	219	11	the	the	DET
bae-9928	219	12	feff	feff	NOUN
bae-9928	219	13	estimator	estimator	NOUN
bae-9928	219	14	in	in	ADP
bae-9928	219	15	that	that	SCONJ
bae-9928	219	16	it	it	PRON
bae-9928	219	17	excludes	exclude	VERB
bae-9928	219	18	the	the	PRON
bae-9928	219	19	between	between	ADP
bae-9928	219	20	variation	variation	NOUN
bae-9928	219	21	from	from	ADP
bae-9928	219	22	the	the	DET
bae-9928	219	23	estimation	estimation	NOUN
bae-9928	219	24	process	process	NOUN
bae-9928	219	25	.	.	PUNCT
bae-9928	220	1	the	the	DET
bae-9928	220	2	results	result	NOUN
bae-9928	220	3	,	,	PUNCT
bae-9928	220	4	shown	show	VERB
bae-9928	220	5	under	under	ADP
bae-9928	220	6	the	the	DET
bae-9928	220	7	column	column	NOUN
bae-9928	220	8	titled	title	VERB
bae-9928	220	9	log	log	NOUN
bae-9928	220	10	form	form	NOUN
bae-9928	220	11	in	in	ADP
bae-9928	220	12	table	table	NOUN
bae-9928	220	13	3	3	NUM
bae-9928	220	14	,	,	PUNCT
bae-9928	220	15	indicate	indicate	VERB
bae-9928	220	16	a	a	DET
bae-9928	220	17	lower	low	ADJ
bae-9928	220	18	performance	performance	NOUN
bae-9928	220	19	of	of	ADP
bae-9928	220	20	r&d	r&d	NOUN
bae-9928	220	21	(	(	PUNCT
bae-9928	220	22	in	in	ADP
bae-9928	220	23	terms	term	NOUN
bae-9928	220	24	of	of	ADP
bae-9928	220	25	18	18	NUM
bae-9928	220	26	each	each	DET
bae-9928	220	27	coefficient	coefficient	NOUN
bae-9928	220	28	of	of	ADP
bae-9928	220	29	the	the	DET
bae-9928	220	30	variable	variable	ADJ
bae-9928	220	31	r&dt	r&dt	PROPN
bae-9928	220	32	-	-	PUNCT
bae-9928	220	33	j	j	NOUN
bae-9928	220	34	,	,	PUNCT
bae-9928	220	35	i.e.	i.e.	X
bae-9928	220	36	current	current	ADJ
bae-9928	220	37	and	and	CCONJ
bae-9928	220	38	lagged	lag	VERB
bae-9928	220	39	effects	effect	NOUN
bae-9928	220	40	,	,	PUNCT
bae-9928	220	41	has	have	AUX
bae-9928	220	42	been	be	AUX
bae-9928	220	43	computed	compute	VERB
bae-9928	220	44	from	from	ADP
bae-9928	220	45	the	the	DET
bae-9928	220	46	original	original	ADJ
bae-9928	220	47	estimates	estimate	NOUN
bae-9928	220	48	of	of	ADP
bae-9928	220	49	the	the	DET
bae-9928	220	50	pdl	pdl	PROPN
bae-9928	220	51	variables	variable	NOUN
bae-9928	220	52	β2=-0.000182	β2=-0.000182	PROPN
bae-9928	220	53	(	(	PUNCT
bae-9928	220	54	z	z	PROPN
bae-9928	220	55	-	-	PUNCT
bae-9928	220	56	value=	value=	NUM
bae-9928	220	57	-13.64	-13.64	PROPN
bae-9928	220	58	)	)	PUNCT
bae-9928	220	59	and	and	CCONJ
bae-9928	220	60	β2=-0.000129	β2=-0.000129	PROPN
bae-9928	220	61	(	(	PUNCT
bae-9928	221	1	z	z	NOUN
bae-9928	221	2	-	-	PUNCT
bae-9928	221	3	value	value	NOUN
bae-9928	221	4	=	=	NOUN
bae-9928	221	5	-5.24	-5.24	NOUN
bae-9928	221	6	)	)	PUNCT
bae-9928	221	7	for	for	ADP
bae-9928	221	8	both	both	DET
bae-9928	221	9	re	re	ADP
bae-9928	221	10	model	model	NOUN
bae-9928	221	11	specifications	specification	NOUN
bae-9928	221	12	in	in	ADP
bae-9928	221	13	levels	level	NOUN
bae-9928	221	14	,	,	PUNCT
bae-9928	221	15	respectively	respectively	ADV
bae-9928	221	16	,	,	PUNCT
bae-9928	221	17	and	and	CCONJ
bae-9928	221	18	β2=-0.000077	β2=-0.000077	PROPN
bae-9928	221	19	(	(	PUNCT
bae-9928	221	20	t	t	NOUN
bae-9928	221	21	-	-	PUNCT
bae-9928	221	22	value	value	NOUN
bae-9928	221	23	=	=	NOUN
bae-9928	221	24	-9.00	-9.00	NUM
bae-9928	221	25	)	)	PUNCT
bae-9928	221	26	for	for	ADP
bae-9928	221	27	fe	fe	PROPN
bae-9928	221	28	model	model	NOUN
bae-9928	221	29	specification	specification	NOUN
bae-9928	221	30	in	in	ADP
bae-9928	221	31	logarithm	logarithm	NOUN
bae-9928	221	32	.	.	PUNCT
bae-9928	222	1	pdl	pdl	NOUN
bae-9928	222	2	)	)	PUNCT
bae-9928	222	3	because	because	SCONJ
bae-9928	222	4	the	the	DET
bae-9928	222	5	country	country	NOUN
bae-9928	222	6	-	-	PUNCT
bae-9928	222	7	level	level	NOUN
bae-9928	222	8	effects	effect	NOUN
bae-9928	222	9	are	be	AUX
bae-9928	222	10	flattened	flatten	VERB
bae-9928	222	11	out	out	ADP
bae-9928	222	12	.	.	PUNCT
bae-9928	223	1	however	however	ADV
bae-9928	223	2	,	,	PUNCT
bae-9928	223	3	the	the	DET
bae-9928	223	4	models	model	NOUN
bae-9928	223	5	run	run	VERB
bae-9928	223	6	under	under	ADP
bae-9928	223	7	the	the	DET
bae-9928	223	8	feff	feff	NOUN
bae-9928	223	9	and	and	CCONJ
bae-9928	223	10	reff	reff	PROPN
bae-9928	223	11	(	(	PUNCT
bae-9928	223	12	w/o	w/o	ADP
bae-9928	223	13	ar(1	ar(1	NOUN
bae-9928	223	14	)	)	PUNCT
bae-9928	223	15	)	)	PUNCT
bae-9928	223	16	estimator	estimator	NOUN
bae-9928	223	17	return	return	VERB
bae-9928	223	18	exactly	exactly	ADV
bae-9928	223	19	the	the	DET
bae-9928	223	20	same	same	ADJ
bae-9928	223	21	results	result	NOUN
bae-9928	223	22	,	,	PUNCT
bae-9928	223	23	while	while	SCONJ
bae-9928	223	24	the	the	DET
bae-9928	223	25	inclusion	inclusion	NOUN
bae-9928	223	26	of	of	ADP
bae-9928	223	27	the	the	DET
bae-9928	223	28	ar(1	ar(1	PROPN
bae-9928	223	29	)	)	PUNCT
bae-9928	223	30	component	component	NOUN
bae-9928	223	31	lowers	lower	VERB
bae-9928	223	32	the	the	DET
bae-9928	223	33	elasticity	elasticity	NOUN
bae-9928	223	34	estimates	estimate	NOUN
bae-9928	223	35	but	but	CCONJ
bae-9928	223	36	does	do	AUX
bae-9928	223	37	not	not	PART
bae-9928	223	38	affect	affect	VERB
bae-9928	223	39	the	the	DET
bae-9928	223	40	goodness	goodness	NOUN
bae-9928	223	41	-	-	PUNCT
bae-9928	223	42	of	of	ADP
bae-9928	223	43	-	-	PUNCT
bae-9928	223	44	fit	fit	NOUN
bae-9928	223	45	.	.	PUNCT
bae-9928	224	1	the	the	DET
bae-9928	224	2	observed	observe	VERB
bae-9928	224	3	sensitiveness	sensitiveness	NOUN
bae-9928	224	4	of	of	ADP
bae-9928	224	5	the	the	DET
bae-9928	224	6	effect	effect	NOUN
bae-9928	224	7	of	of	ADP
bae-9928	224	8	r&d	r&d	NOUN
bae-9928	224	9	on	on	ADP
bae-9928	224	10	productivity	productivity	NOUN
bae-9928	224	11	supports	support	VERB
bae-9928	224	12	the	the	DET
bae-9928	224	13	need	need	NOUN
bae-9928	224	14	to	to	PART
bae-9928	224	15	include	include	VERB
bae-9928	224	16	more	more	ADJ
bae-9928	224	17	variables	variable	NOUN
bae-9928	224	18	that	that	PRON
bae-9928	224	19	potentially	potentially	ADV
bae-9928	224	20	might	might	AUX
bae-9928	224	21	affect	affect	VERB
bae-9928	224	22	agricultural	agricultural	ADJ
bae-9928	224	23	productivity	productivity	NOUN
bae-9928	224	24	in	in	ADP
bae-9928	224	25	the	the	DET
bae-9928	224	26	long	long	ADV
bae-9928	224	27	-	-	PUNCT
bae-9928	224	28	run	run	NOUN
bae-9928	224	29	to	to	PART
bae-9928	224	30	better	well	ADV
bae-9928	224	31	isolate	isolate	VERB
bae-9928	224	32	the	the	DET
bae-9928	224	33	impact	impact	NOUN
bae-9928	224	34	of	of	ADP
bae-9928	224	35	r&d	r&d	NOUN
bae-9928	224	36	.	.	PUNCT
bae-9928	225	1	in	in	ADP
bae-9928	225	2	particular	particular	ADJ
bae-9928	225	3	,	,	PUNCT
bae-9928	225	4	we	we	PRON
bae-9928	225	5	refer	refer	VERB
bae-9928	225	6	to	to	ADP
bae-9928	225	7	other	other	ADJ
bae-9928	225	8	elements	element	NOUN
bae-9928	225	9	,	,	PUNCT
bae-9928	225	10	especially	especially	ADV
bae-9928	225	11	country	country	NOUN
bae-9928	225	12	-	-	PUNCT
bae-9928	225	13	specific	specific	ADJ
bae-9928	225	14	factors	factor	NOUN
bae-9928	225	15	,	,	PUNCT
bae-9928	225	16	such	such	ADJ
bae-9928	225	17	as	as	ADP
bae-9928	225	18	climatic	climatic	ADJ
bae-9928	225	19	elements	element	NOUN
bae-9928	225	20	,	,	PUNCT
bae-9928	225	21	weather	weather	NOUN
bae-9928	225	22	anomalies	anomaly	NOUN
bae-9928	225	23	,	,	PUNCT
bae-9928	225	24	private	private	ADJ
bae-9928	225	25	investment	investment	NOUN
bae-9928	225	26	in	in	ADP
bae-9928	225	27	research	research	NOUN
bae-9928	225	28	,	,	PUNCT
bae-9928	225	29	spill	spill	NOUN
bae-9928	225	30	overs	over	NOUN
bae-9928	225	31	and	and	CCONJ
bae-9928	225	32	agricultural	agricultural	ADJ
bae-9928	225	33	policy	policy	NOUN
bae-9928	225	34	implementation	implementation	NOUN
bae-9928	225	35	.	.	PUNCT
bae-9928	226	1	although	although	SCONJ
bae-9928	226	2	some	some	PRON
bae-9928	226	3	of	of	ADP
bae-9928	226	4	these	these	PRON
bae-9928	226	5	have	have	AUX
bae-9928	226	6	been	be	AUX
bae-9928	226	7	tested	test	VERB
bae-9928	226	8	in	in	ADP
bae-9928	226	9	the	the	DET
bae-9928	226	10	models	model	NOUN
bae-9928	226	11	(	(	PUNCT
bae-9928	226	12	such	such	ADJ
bae-9928	226	13	as	as	ADP
bae-9928	226	14	climate	climate	NOUN
bae-9928	226	15	and	and	CCONJ
bae-9928	226	16	cap	cap	NOUN
bae-9928	226	17	)	)	PUNCT
bae-9928	226	18	the	the	DET
bae-9928	226	19	obtained	obtain	VERB
bae-9928	226	20	results	result	NOUN
bae-9928	226	21	were	be	AUX
bae-9928	226	22	not	not	PART
bae-9928	226	23	improving	improve	VERB
bae-9928	226	24	.	.	PUNCT
bae-9928	227	1	in	in	ADP
bae-9928	227	2	fact	fact	NOUN
bae-9928	227	3	,	,	PUNCT
bae-9928	227	4	both	both	DET
bae-9928	227	5	variables	variable	NOUN
bae-9928	227	6	were	be	AUX
bae-9928	227	7	not	not	PART
bae-9928	227	8	statistically	statistically	ADV
bae-9928	227	9	significant.19	significant.19	PRON
bae-9928	227	10	19	19	NUM
bae-9928	227	11	for	for	ADP
bae-9928	227	12	climate	climate	NOUN
bae-9928	227	13	,	,	PUNCT
bae-9928	227	14	we	we	PRON
bae-9928	227	15	used	use	VERB
bae-9928	227	16	two	two	NUM
bae-9928	227	17	climatic	climatic	ADJ
bae-9928	227	18	indexes	index	NOUN
bae-9928	227	19	,	,	PUNCT
bae-9928	227	20	growing	grow	VERB
bae-9928	227	21	and	and	CCONJ
bae-9928	227	22	cooling	cool	VERB
bae-9928	227	23	degree	degree	NOUN
bae-9928	227	24	days	day	NOUN
bae-9928	227	25	indexes	index	NOUN
bae-9928	227	26	,	,	PUNCT
bae-9928	227	27	estimated	estimate	VERB
bae-9928	227	28	by	by	ADP
bae-9928	227	29	the	the	DET
bae-9928	227	30	joint	joint	ADJ
bae-9928	227	31	research	research	NOUN
bae-9928	227	32	center	center	NOUN
bae-9928	227	33	(	(	PUNCT
bae-9928	227	34	jrc	jrc	PROPN
bae-9928	227	35	)	)	PUNCT
bae-9928	227	36	of	of	ADP
bae-9928	227	37	the	the	DET
bae-9928	227	38	european	european	PROPN
bae-9928	227	39	commission	commission	PROPN
bae-9928	227	40	within	within	ADP
bae-9928	227	41	the	the	DET
bae-9928	227	42	framework	framework	NOUN
bae-9928	227	43	of	of	ADP
bae-9928	227	44	agri4cast	agri4cast	ADV
bae-9928	227	45	tooltable	tooltable	ADJ
bae-9928	227	46	3	3	NUM
bae-9928	227	47	.	.	PUNCT
bae-9928	227	48	results	result	NOUN
bae-9928	227	49	from	from	ADP
bae-9928	227	50	tfp	tfp	PROPN
bae-9928	227	51	specifications	specification	NOUN
bae-9928	227	52	.	.	PUNCT
bae-9928	228	1	tfp	tfp	PROPN
bae-9928	228	2	level	level	NOUN
bae-9928	228	3	form	form	NOUN
bae-9928	228	4	log	log	NOUN
bae-9928	228	5	form	form	NOUN
bae-9928	228	6	reff	reff	PROPN
bae-9928	228	7	reff	reff	PROPN
bae-9928	228	8	w/	w/	PROPN
bae-9928	228	9	ar(1	ar(1	PROPN
bae-9928	228	10	)	)	PUNCT
bae-9928	228	11	feff	feff	PROPN
bae-9928	228	12	reff	reff	PROPN
bae-9928	228	13	w/	w/	PROPN
bae-9928	228	14	ar(1	ar(1	PROPN
bae-9928	228	15	)	)	PUNCT
bae-9928	228	16	constant	constant	ADJ
bae-9928	228	17	152.6	152.6	NUM
bae-9928	228	18	*	*	PUNCT
bae-9928	228	19	*	*	PUNCT
bae-9928	228	20	*	*	PUNCT
bae-9928	229	1	169.5	169.5	NUM
bae-9928	229	2	*	*	PUNCT
bae-9928	229	3	*	*	PUNCT
bae-9928	229	4	*	*	PUNCT
bae-9928	229	5	4.838	4.838	NUM
bae-9928	229	6	*	*	PUNCT
bae-9928	229	7	*	*	PUNCT
bae-9928	229	8	*	*	PUNCT
bae-9928	229	9	4.908	4.908	NUM
bae-9928	229	10	*	*	PUNCT
bae-9928	229	11	*	*	PUNCT
bae-9928	229	12	*	*	PUNCT
bae-9928	229	13	r&dt	r&dt	NOUN
bae-9928	229	14	0.003	0.003	NUM
bae-9928	229	15	*	*	NOUN
bae-9928	229	16	*	*	PUNCT
bae-9928	229	17	*	*	PUNCT
bae-9928	229	18	0.002	0.002	NUM
bae-9928	229	19	*	*	PUNCT
bae-9928	229	20	*	*	PUNCT
bae-9928	229	21	*	*	PUNCT
bae-9928	229	22	0.002	0.002	NUM
bae-9928	229	23	*	*	PUNCT
bae-9928	229	24	*	*	PUNCT
bae-9928	229	25	*	*	PUNCT
bae-9928	229	26	0.001	0.001	NUM
bae-9928	229	27	*	*	PUNCT
bae-9928	229	28	*	*	PUNCT
bae-9928	229	29	*	*	PUNCT
bae-9928	229	30	r&dt-1	r&dt-1	PROPN
bae-9928	229	31	0.007	0.007	NUM
bae-9928	229	32	*	*	PUNCT
bae-9928	229	33	*	*	PUNCT
bae-9928	229	34	*	*	NOUN
bae-9928	229	35	0.005	0.005	NUM
bae-9928	229	36	*	*	PUNCT
bae-9928	229	37	*	*	PUNCT
bae-9928	229	38	*	*	PUNCT
bae-9928	229	39	0.003	0.003	NUM
bae-9928	229	40	*	*	PUNCT
bae-9928	229	41	*	*	PUNCT
bae-9928	229	42	*	*	PUNCT
bae-9928	229	43	0.002	0.002	NUM
bae-9928	229	44	*	*	PUNCT
bae-9928	229	45	*	*	PUNCT
bae-9928	229	46	*	*	PUNCT
bae-9928	229	47	r&dt-2	r&dt-2	NOUN
bae-9928	229	48	0.009	0.009	NUM
bae-9928	229	49	*	*	PUNCT
bae-9928	229	50	*	*	PUNCT
bae-9928	229	51	*	*	PUNCT
bae-9928	229	52	0.007	0.007	NUM
bae-9928	229	53	*	*	PUNCT
bae-9928	229	54	*	*	PUNCT
bae-9928	229	55	*	*	PUNCT
bae-9928	229	56	0.004	0.004	NUM
bae-9928	229	57	*	*	PUNCT
bae-9928	229	58	*	*	PUNCT
bae-9928	229	59	*	*	PUNCT
bae-9928	229	60	0.004	0.004	NUM
bae-9928	229	61	*	*	PUNCT
bae-9928	229	62	*	*	PUNCT
bae-9928	229	63	*	*	NOUN
bae-9928	229	64	r&dt-3	r&dt-3	NOUN
bae-9928	229	65	0.012	0.012	NUM
bae-9928	229	66	*	*	NOUN
bae-9928	229	67	*	*	PUNCT
bae-9928	229	68	*	*	PUNCT
bae-9928	229	69	0.008	0.008	NUM
bae-9928	229	70	*	*	PUNCT
bae-9928	229	71	*	*	PUNCT
bae-9928	229	72	*	*	NOUN
bae-9928	229	73	0.005	0.005	NUM
bae-9928	229	74	*	*	PUNCT
bae-9928	229	75	*	*	PUNCT
bae-9928	229	76	*	*	PUNCT
bae-9928	229	77	0.004	0.004	NUM
bae-9928	229	78	*	*	PUNCT
bae-9928	229	79	*	*	PUNCT
bae-9928	229	80	*	*	PUNCT
bae-9928	229	81	r&dt-4	r&dt-4	PROPN
bae-9928	229	82	0.014	0.014	NUM
bae-9928	229	83	*	*	NOUN
bae-9928	229	84	*	*	PUNCT
bae-9928	229	85	*	*	PUNCT
bae-9928	229	86	0.010	0.010	NUM
bae-9928	229	87	*	*	PUNCT
bae-9928	229	88	*	*	PUNCT
bae-9928	229	89	*	*	PUNCT
bae-9928	229	90	0.006	0.006	NUM
bae-9928	229	91	*	*	PUNCT
bae-9928	229	92	*	*	PUNCT
bae-9928	229	93	*	*	NOUN
bae-9928	229	94	0.005	0.005	NUM
bae-9928	229	95	*	*	PUNCT
bae-9928	229	96	*	*	PUNCT
bae-9928	229	97	*	*	PUNCT
bae-9928	229	98	r&dt-5	r&dt-5	VERB
bae-9928	229	99	0.015	0.015	NUM
bae-9928	229	100	*	*	PUNCT
bae-9928	229	101	*	*	PUNCT
bae-9928	229	102	*	*	PUNCT
bae-9928	230	1	0.011	0.011	NUM
bae-9928	230	2	*	*	PUNCT
bae-9928	230	3	*	*	PUNCT
bae-9928	230	4	*	*	PUNCT
bae-9928	230	5	0.007	0.007	NUM
bae-9928	230	6	*	*	PUNCT
bae-9928	230	7	*	*	PUNCT
bae-9928	230	8	*	*	PUNCT
bae-9928	230	9	0.006	0.006	NUM
bae-9928	230	10	*	*	PUNCT
bae-9928	230	11	*	*	PUNCT
bae-9928	230	12	*	*	PUNCT
bae-9928	230	13	r&dt-6	r&dt-6	NOUN
bae-9928	230	14	0.017	0.017	NUM
bae-9928	230	15	*	*	PUNCT
bae-9928	230	16	*	*	PUNCT
bae-9928	230	17	*	*	PUNCT
bae-9928	230	18	0.012	0.012	NUM
bae-9928	230	19	*	*	PUNCT
bae-9928	230	20	*	*	PUNCT
bae-9928	230	21	*	*	PUNCT
bae-9928	230	22	0.007	0.007	NUM
bae-9928	230	23	*	*	PUNCT
bae-9928	230	24	*	*	PUNCT
bae-9928	230	25	*	*	PUNCT
bae-9928	230	26	0.006	0.006	NUM
bae-9928	230	27	*	*	PUNCT
bae-9928	230	28	*	*	PUNCT
bae-9928	230	29	*	*	PUNCT
bae-9928	230	30	r&dt-7	r&dt-7	VERB
bae-9928	230	31	0.017	0.017	NUM
bae-9928	230	32	*	*	PUNCT
bae-9928	230	33	*	*	PUNCT
bae-9928	230	34	*	*	PUNCT
bae-9928	230	35	0.012	0.012	NUM
bae-9928	230	36	*	*	PUNCT
bae-9928	230	37	*	*	PUNCT
bae-9928	230	38	*	*	PUNCT
bae-9928	230	39	0.007	0.007	NUM
bae-9928	230	40	*	*	PUNCT
bae-9928	230	41	*	*	PUNCT
bae-9928	230	42	*	*	PUNCT
bae-9928	230	43	0.007	0.007	NUM
bae-9928	230	44	*	*	PUNCT
bae-9928	230	45	*	*	PUNCT
bae-9928	230	46	*	*	PUNCT
bae-9928	230	47	r&dt-8	r&dt-8	NOUN
bae-9928	230	48	0.018	0.018	NUM
bae-9928	230	49	*	*	PUNCT
bae-9928	230	50	*	*	PUNCT
bae-9928	230	51	*	*	PUNCT
bae-9928	230	52	0.013	0.013	NUM
bae-9928	230	53	*	*	PUNCT
bae-9928	230	54	*	*	PUNCT
bae-9928	230	55	*	*	PUNCT
bae-9928	231	1	0.008	0.008	NUM
bae-9928	231	2	*	*	PUNCT
bae-9928	231	3	*	*	PUNCT
bae-9928	231	4	*	*	PUNCT
bae-9928	231	5	0.007	0.007	NUM
bae-9928	231	6	*	*	PUNCT
bae-9928	231	7	*	*	PUNCT
bae-9928	231	8	*	*	PUNCT
bae-9928	231	9	r&dt-9	r&dt-9	NOUN
bae-9928	231	10	0.018	0.018	NUM
bae-9928	231	11	*	*	PUNCT
bae-9928	231	12	*	*	PUNCT
bae-9928	231	13	*	*	PUNCT
bae-9928	231	14	0.013	0.013	NUM
bae-9928	231	15	*	*	PUNCT
bae-9928	231	16	*	*	PUNCT
bae-9928	231	17	*	*	PUNCT
bae-9928	231	18	0.008	0.008	NUM
bae-9928	231	19	*	*	PUNCT
bae-9928	231	20	*	*	PUNCT
bae-9928	231	21	*	*	PUNCT
bae-9928	231	22	0.007	0.007	NUM
bae-9928	231	23	*	*	PUNCT
bae-9928	231	24	*	*	PUNCT
bae-9928	231	25	*	*	PUNCT
bae-9928	231	26	r&dt-10	r&dt-10	NOUN
bae-9928	231	27	0.018	0.018	NUM
bae-9928	231	28	*	*	PUNCT
bae-9928	231	29	*	*	PUNCT
bae-9928	231	30	*	*	PUNCT
bae-9928	231	31	0.013	0.013	NUM
bae-9928	231	32	*	*	PUNCT
bae-9928	231	33	*	*	PUNCT
bae-9928	231	34	*	*	PUNCT
bae-9928	231	35	0.007	0.007	NUM
bae-9928	231	36	*	*	PUNCT
bae-9928	231	37	*	*	PUNCT
bae-9928	231	38	*	*	PUNCT
bae-9928	231	39	0.007	0.007	NUM
bae-9928	231	40	*	*	PUNCT
bae-9928	231	41	*	*	PUNCT
bae-9928	231	42	*	*	PUNCT
bae-9928	231	43	r&dt-11	r&dt-11	NUM
bae-9928	231	44	0.017	0.017	NUM
bae-9928	231	45	*	*	PUNCT
bae-9928	231	46	*	*	PUNCT
bae-9928	231	47	*	*	PUNCT
bae-9928	231	48	0.012	0.012	NUM
bae-9928	231	49	*	*	PUNCT
bae-9928	231	50	*	*	PUNCT
bae-9928	231	51	*	*	PUNCT
bae-9928	231	52	0.007	0.007	NUM
bae-9928	231	53	*	*	PUNCT
bae-9928	231	54	*	*	PUNCT
bae-9928	231	55	*	*	PUNCT
bae-9928	231	56	0.007	0.007	NUM
bae-9928	231	57	*	*	PUNCT
bae-9928	231	58	*	*	PUNCT
bae-9928	231	59	*	*	PUNCT
bae-9928	231	60	r&dt-12	r&dt-12	NOUN
bae-9928	231	61	0.017	0.017	NUM
bae-9928	231	62	*	*	PUNCT
bae-9928	231	63	*	*	PUNCT
bae-9928	231	64	*	*	PUNCT
bae-9928	231	65	0.012	0.012	NUM
bae-9928	231	66	*	*	PUNCT
bae-9928	231	67	*	*	PUNCT
bae-9928	231	68	*	*	PUNCT
bae-9928	231	69	0.007	0.007	NUM
bae-9928	231	70	*	*	PUNCT
bae-9928	231	71	*	*	PUNCT
bae-9928	231	72	*	*	PUNCT
bae-9928	231	73	0.006	0.006	NUM
bae-9928	231	74	*	*	PUNCT
bae-9928	231	75	*	*	PUNCT
bae-9928	231	76	*	*	PUNCT
bae-9928	231	77	r&dt-13	r&dt-13	PROPN
bae-9928	231	78	0.015	0.015	NUM
bae-9928	231	79	*	*	PUNCT
bae-9928	231	80	*	*	PUNCT
bae-9928	231	81	*	*	PUNCT
bae-9928	231	82	0.011	0.011	NUM
bae-9928	231	83	*	*	PUNCT
bae-9928	231	84	*	*	PUNCT
bae-9928	231	85	*	*	PUNCT
bae-9928	231	86	0.007	0.007	NUM
bae-9928	231	87	*	*	PUNCT
bae-9928	231	88	*	*	PUNCT
bae-9928	231	89	*	*	PUNCT
bae-9928	231	90	0.006	0.006	NUM
bae-9928	231	91	*	*	PUNCT
bae-9928	231	92	*	*	PUNCT
bae-9928	231	93	*	*	PUNCT
bae-9928	231	94	r&dt-14	r&dt-14	NOUN
bae-9928	231	95	0.014	0.014	NUM
bae-9928	231	96	*	*	PUNCT
bae-9928	231	97	*	*	PUNCT
bae-9928	231	98	*	*	PUNCT
bae-9928	231	99	0.010	0.010	NUM
bae-9928	231	100	*	*	PUNCT
bae-9928	231	101	*	*	PUNCT
bae-9928	231	102	*	*	PUNCT
bae-9928	231	103	0.006	0.006	NUM
bae-9928	231	104	*	*	PUNCT
bae-9928	231	105	*	*	PUNCT
bae-9928	231	106	*	*	NOUN
bae-9928	231	107	0.005	0.005	NUM
bae-9928	231	108	*	*	PUNCT
bae-9928	231	109	*	*	PUNCT
bae-9928	231	110	*	*	PUNCT
bae-9928	231	111	r&dt-15	r&dt-15	NOUN
bae-9928	231	112	0.012	0.012	NUM
bae-9928	231	113	*	*	PUNCT
bae-9928	231	114	*	*	PUNCT
bae-9928	231	115	*	*	PUNCT
bae-9928	231	116	0.008	0.008	NUM
bae-9928	231	117	*	*	PUNCT
bae-9928	231	118	*	*	PUNCT
bae-9928	231	119	*	*	NOUN
bae-9928	231	120	0.005	0.005	NUM
bae-9928	231	121	*	*	PUNCT
bae-9928	231	122	*	*	PUNCT
bae-9928	231	123	*	*	PUNCT
bae-9928	231	124	0.004	0.004	NUM
bae-9928	231	125	*	*	PUNCT
bae-9928	231	126	*	*	PUNCT
bae-9928	231	127	*	*	PUNCT
bae-9928	231	128	r&dt-16	r&dt-16	NOUN
bae-9928	231	129	0.009	0.009	NUM
bae-9928	231	130	*	*	PUNCT
bae-9928	231	131	*	*	PUNCT
bae-9928	231	132	*	*	PUNCT
bae-9928	231	133	0.007	0.007	NUM
bae-9928	231	134	*	*	PUNCT
bae-9928	231	135	*	*	PUNCT
bae-9928	231	136	*	*	PUNCT
bae-9928	231	137	0.004	0.004	NUM
bae-9928	231	138	*	*	PUNCT
bae-9928	231	139	*	*	PUNCT
bae-9928	231	140	*	*	PUNCT
bae-9928	231	141	0.004	0.004	NUM
bae-9928	231	142	*	*	PUNCT
bae-9928	231	143	*	*	PUNCT
bae-9928	231	144	*	*	NOUN
bae-9928	231	145	r&dt-17	r&dt-17	PRON
bae-9928	231	146	0.007	0.007	NUM
bae-9928	231	147	*	*	PUNCT
bae-9928	231	148	*	*	PUNCT
bae-9928	231	149	*	*	NOUN
bae-9928	231	150	0.005	0.005	NUM
bae-9928	231	151	*	*	PUNCT
bae-9928	231	152	*	*	PUNCT
bae-9928	231	153	*	*	PUNCT
bae-9928	231	154	0.003	0.003	NUM
bae-9928	231	155	*	*	PUNCT
bae-9928	231	156	*	*	PUNCT
bae-9928	231	157	*	*	PUNCT
bae-9928	231	158	0.002	0.002	NUM
bae-9928	231	159	*	*	PUNCT
bae-9928	231	160	*	*	PUNCT
bae-9928	231	161	*	*	PROPN
bae-9928	231	162	r&dt-18	r&dt-18	NOUN
bae-9928	231	163	0.003	0.003	NUM
bae-9928	231	164	*	*	PUNCT
bae-9928	231	165	*	*	PUNCT
bae-9928	231	166	*	*	PUNCT
bae-9928	231	167	0.002	0.002	NUM
bae-9928	231	168	*	*	PUNCT
bae-9928	231	169	*	*	PUNCT
bae-9928	231	170	*	*	PUNCT
bae-9928	231	171	0.002	0.002	NUM
bae-9928	231	172	*	*	PUNCT
bae-9928	231	173	*	*	PUNCT
bae-9928	231	174	*	*	PUNCT
bae-9928	231	175	0.001	0.001	NUM
bae-9928	231	176	*	*	PUNCT
bae-9928	231	177	*	*	PUNCT
bae-9928	231	178	*	*	PUNCT
bae-9928	231	179	r&dtotal	r&dtotal	ADJ
bae-9928	231	180	0.24	0.24	NUM
bae-9928	231	181	*	*	PUNCT
bae-9928	231	182	*	*	PUNCT
bae-9928	231	183	*	*	PUNCT
bae-9928	231	184	0.17	0.17	NUM
bae-9928	231	185	*	*	PUNCT
bae-9928	231	186	*	*	PUNCT
bae-9928	231	187	*	*	PUNCT
bae-9928	231	188	0.10	0.10	NUM
bae-9928	231	189	*	*	PUNCT
bae-9928	231	190	*	*	PUNCT
bae-9928	231	191	*	*	PUNCT
bae-9928	231	192	0.09	0.09	NUM
bae-9928	231	193	*	*	PUNCT
bae-9928	231	194	*	*	PUNCT
bae-9928	231	195	*	*	PUNCT
bae-9928	231	196	r2	r2	PROPN
bae-9928	231	197	within	within	ADP
bae-9928	231	198	0,3078	0,3078	PROPN
bae-9928	231	199	0,3078	0,3078	NOUN
bae-9928	231	200	0,6866	0,6866	NUM
bae-9928	231	201	0,6866	0,6866	PROPN
bae-9928	231	202	r2	r2	PROPN
bae-9928	231	203	between	between	ADP
bae-9928	231	204	0,0101	0,0101	PROPN
bae-9928	231	205	0,0101	0,0101	NUM
bae-9928	231	206	0,1172	0,1172	PROPN
bae-9928	231	207	0,1172	0,1172	PROPN
bae-9928	231	208	note	note	VERB
bae-9928	231	209	:	:	PUNCT
bae-9928	231	210	*	*	PUNCT
bae-9928	231	211	*	*	PUNCT
bae-9928	231	212	*	*	AUX
bae-9928	231	213	represent	represent	VERB
bae-9928	231	214	statistical	statistical	ADJ
bae-9928	231	215	significance	significance	NOUN
bae-9928	231	216	at	at	ADP
bae-9928	231	217	the	the	DET
bae-9928	231	218	1	1	NUM
bae-9928	231	219	%	%	NOUN
bae-9928	231	220	level	level	NOUN
bae-9928	231	221	.	.	PUNCT
bae-9928	232	1	standard	standard	ADJ
bae-9928	232	2	error	error	NOUN
bae-9928	232	3	for	for	ADP
bae-9928	232	4	lagged	lag	VERB
bae-9928	232	5	r&d	r&d	NOUN
bae-9928	232	6	coefficients	coefficient	NOUN
bae-9928	232	7	has	have	AUX
bae-9928	232	8	been	be	AUX
bae-9928	232	9	computed	compute	VERB
bae-9928	232	10	via	via	ADP
bae-9928	232	11	delta	delta	PROPN
bae-9928	232	12	method	method	NOUN
bae-9928	232	13	.	.	PUNCT
bae-9928	233	1	82	82	NUM
bae-9928	233	2	bio	bio	NOUN
bae-9928	233	3	-	-	PUNCT
bae-9928	233	4	based	base	VERB
bae-9928	233	5	and	and	CCONJ
bae-9928	233	6	applied	apply	VERB
bae-9928	233	7	economics	economic	NOUN
bae-9928	233	8	10(1	10(1	NUM
bae-9928	233	9	):	):	PUNCT
bae-9928	233	10	82	82	NUM
bae-9928	233	11	-	-	SYM
bae-9928	233	12	86	86	NUM
bae-9928	233	13	,	,	PUNCT
bae-9928	233	14	2021	2021	NUM
bae-9928	233	15	|	|	ADV
bae-9928	233	16	e	e	NOUN
bae-9928	233	17	-	-	PROPN
bae-9928	233	18	issn	issn	VERB
bae-9928	233	19	2280	2280	NUM
bae-9928	233	20	-	-	SYM
bae-9928	233	21	6172	6172	NUM
bae-9928	233	22	|	|	ADV
bae-9928	233	23	doi	doi	NOUN
bae-9928	233	24	:	:	PUNCT
bae-9928	233	25	10.36253	10.36253	NUM
bae-9928	233	26	/	/	SYM
bae-9928	233	27	bae-9928	bae-9928	PROPN
bae-9928	233	28	michele	michele	PROPN
bae-9928	233	29	vollaro	vollaro	PROPN
bae-9928	233	30	,	,	PUNCT
bae-9928	233	31	meri	meri	PROPN
bae-9928	233	32	raggi	raggi	PROPN
bae-9928	233	33	,	,	PUNCT
bae-9928	233	34	davide	davide	PROPN
bae-9928	233	35	viaggi	viaggi	VERB
bae-9928	233	36	the	the	DET
bae-9928	233	37	estimated	estimate	VERB
bae-9928	233	38	coefficients	coefficient	NOUN
bae-9928	233	39	obtained	obtain	VERB
bae-9928	233	40	from	from	ADP
bae-9928	233	41	all	all	DET
bae-9928	233	42	specifications	specification	NOUN
bae-9928	233	43	(	(	PUNCT
bae-9928	233	44	both	both	CCONJ
bae-9928	233	45	marginal	marginal	ADJ
bae-9928	233	46	effects	effect	NOUN
bae-9928	233	47	and	and	CCONJ
bae-9928	233	48	elasticities	elasticity	NOUN
bae-9928	233	49	)	)	PUNCT
bae-9928	233	50	,	,	PUNCT
bae-9928	233	51	beyond	beyond	ADP
bae-9928	233	52	characterising	characterise	VERB
bae-9928	233	53	and	and	CCONJ
bae-9928	233	54	quantifying	quantify	VERB
bae-9928	233	55	the	the	DET
bae-9928	233	56	relationship	relationship	NOUN
bae-9928	233	57	between	between	ADP
bae-9928	233	58	r&d	r&d	NOUN
bae-9928	233	59	investments	investment	NOUN
bae-9928	233	60	and	and	CCONJ
bae-9928	233	61	productivity	productivity	NOUN
bae-9928	233	62	,	,	PUNCT
bae-9928	233	63	are	be	AUX
bae-9928	233	64	the	the	DET
bae-9928	233	65	fundamental	fundamental	ADJ
bae-9928	233	66	elements	element	NOUN
bae-9928	233	67	of	of	ADP
bae-9928	233	68	the	the	DET
bae-9928	233	69	assessment	assessment	NOUN
bae-9928	233	70	,	,	PUNCT
bae-9928	233	71	via	via	ADP
bae-9928	233	72	ror	ror	NOUN
bae-9928	233	73	,	,	PUNCT
bae-9928	233	74	of	of	ADP
bae-9928	233	75	the	the	DET
bae-9928	233	76	economic	economic	ADJ
bae-9928	233	77	impact	impact	NOUN
bae-9928	233	78	of	of	ADP
bae-9928	233	79	r&d	r&d	NOUN
bae-9928	233	80	.	.	PUNCT
bae-9928	234	1	the	the	DET
bae-9928	234	2	measure	measure	NOUN
bae-9928	234	3	of	of	ADP
bae-9928	234	4	ror	ror	NOUN
bae-9928	234	5	is	be	AUX
bae-9928	234	6	expressed	express	VERB
bae-9928	234	7	as	as	ADP
bae-9928	234	8	the	the	DET
bae-9928	234	9	mirr	mirr	NOUN
bae-9928	234	10	that	that	PRON
bae-9928	234	11	equates	equate	VERB
bae-9928	234	12	the	the	DET
bae-9928	234	13	marginal	marginal	ADJ
bae-9928	234	14	value	value	NOUN
bae-9928	234	15	of	of	ADP
bae-9928	234	16	productivity	productivity	NOUN
bae-9928	234	17	to	to	ADP
bae-9928	234	18	the	the	DET
bae-9928	234	19	unit	unit	NOUN
bae-9928	234	20	value	value	NOUN
bae-9928	234	21	of	of	ADP
bae-9928	234	22	research	research	NOUN
bae-9928	234	23	expenditure	expenditure	NOUN
bae-9928	234	24	(	(	PUNCT
bae-9928	234	25	re	re	NOUN
bae-9928	234	26	)	)	PUNCT
bae-9928	234	27	.	.	PUNCT
bae-9928	235	1	depending	depend	VERB
bae-9928	235	2	on	on	ADP
bae-9928	235	3	the	the	DET
bae-9928	235	4	regression	regression	NOUN
bae-9928	235	5	results	result	NOUN
bae-9928	235	6	,	,	PUNCT
bae-9928	235	7	the	the	DET
bae-9928	235	8	computed	computed	ADJ
bae-9928	235	9	ror	ror	NOUN
bae-9928	235	10	for	for	ADP
bae-9928	235	11	tfp	tfp	PROPN
bae-9928	235	12	specifications	specification	NOUN
bae-9928	235	13	,	,	PUNCT
bae-9928	235	14	shown	show	VERB
bae-9928	235	15	in	in	ADP
bae-9928	235	16	table	table	NOUN
bae-9928	235	17	4	4	NUM
bae-9928	235	18	,	,	PUNCT
bae-9928	235	19	follows	follow	VERB
bae-9928	235	20	the	the	DET
bae-9928	235	21	same	same	ADJ
bae-9928	235	22	variation	variation	NOUN
bae-9928	235	23	in	in	ADP
bae-9928	235	24	magnitude	magnitude	NOUN
bae-9928	235	25	as	as	SCONJ
bae-9928	235	26	the	the	DET
bae-9928	235	27	elasticity	elasticity	NOUN
bae-9928	235	28	estimates	estimate	VERB
bae-9928	235	29	.	.	PUNCT
bae-9928	236	1	in	in	ADP
bae-9928	236	2	particular	particular	ADJ
bae-9928	236	3	,	,	PUNCT
bae-9928	236	4	the	the	DET
bae-9928	236	5	rors	ror	NOUN
bae-9928	236	6	computed	compute	VERB
bae-9928	236	7	via	via	ADP
bae-9928	236	8	the	the	DET
bae-9928	236	9	estimates	estimate	NOUN
bae-9928	236	10	obtained	obtain	VERB
bae-9928	236	11	through	through	ADP
bae-9928	236	12	the	the	DET
bae-9928	236	13	models	model	NOUN
bae-9928	236	14	employing	employ	VERB
bae-9928	236	15	the	the	DET
bae-9928	236	16	ar(1	ar(1	NOUN
bae-9928	236	17	)	)	PUNCT
bae-9928	236	18	component	component	NOUN
bae-9928	236	19	in	in	ADP
bae-9928	236	20	the	the	DET
bae-9928	236	21	error	error	NOUN
bae-9928	236	22	term	term	NOUN
bae-9928	236	23	turn	turn	VERB
bae-9928	236	24	out	out	ADP
bae-9928	236	25	to	to	PART
bae-9928	236	26	be	be	AUX
bae-9928	236	27	smaller	small	ADJ
bae-9928	236	28	than	than	ADP
bae-9928	236	29	the	the	DET
bae-9928	236	30	counterpart	counterpart	NOUN
bae-9928	236	31	(	(	PUNCT
bae-9928	236	32	w/o	w/o	ADP
bae-9928	236	33	ar(1	ar(1	PROPN
bae-9928	236	34	)	)	PUNCT
bae-9928	236	35	)	)	PUNCT
bae-9928	236	36	.	.	PUNCT
bae-9928	237	1	the	the	DET
bae-9928	237	2	application	application	NOUN
bae-9928	237	3	of	of	ADP
bae-9928	237	4	geometric	geometric	ADJ
bae-9928	237	5	means	mean	NOUN
bae-9928	237	6	to	to	ADP
bae-9928	237	7	tfp	tfp	PROPN
bae-9928	237	8	in	in	ADP
bae-9928	237	9	the	the	DET
bae-9928	237	10	log	log	NOUN
bae-9928	237	11	specification	specification	NOUN
bae-9928	237	12	yields	yield	VERB
bae-9928	237	13	higher	high	ADJ
bae-9928	237	14	returns	return	NOUN
bae-9928	237	15	,	,	PUNCT
bae-9928	237	16	namely	namely	ADV
bae-9928	237	17	9.13	9.13	NUM
bae-9928	237	18	%	%	NOUN
bae-9928	237	19	vs	vs	ADP
bae-9928	237	20	7.03	7.03	NUM
bae-9928	237	21	%	%	NOUN
bae-9928	237	22	and	and	CCONJ
bae-9928	237	23	7.59	7.59	NUM
bae-9928	237	24	%	%	NOUN
bae-9928	237	25	vs	vs	ADP
bae-9928	237	26	6.58	6.58	NUM
bae-9928	237	27	%	%	NOUN
bae-9928	237	28	.	.	PUNCT
bae-9928	238	1	this	this	DET
bae-9928	238	2	result	result	NOUN
bae-9928	238	3	is	be	AUX
bae-9928	238	4	essentially	essentially	ADV
bae-9928	238	5	due	due	ADJ
bae-9928	238	6	to	to	ADP
bae-9928	238	7	a	a	DET
bae-9928	238	8	rebalancing	rebalancing	NOUN
bae-9928	238	9	of	of	ADP
bae-9928	238	10	the	the	DET
bae-9928	238	11	average	average	ADJ
bae-9928	238	12	values	value	NOUN
bae-9928	238	13	of	of	ADP
bae-9928	238	14	r&d	r&d	NOUN
bae-9928	238	15	lags	lag	NOUN
bae-9928	238	16	.	.	PUNCT
bae-9928	239	1	in	in	ADP
bae-9928	239	2	particular	particular	ADJ
bae-9928	239	3	,	,	PUNCT
bae-9928	239	4	the	the	DET
bae-9928	239	5	geometric	geometric	ADJ
bae-9928	239	6	average	average	NOUN
bae-9928	239	7	,	,	PUNCT
bae-9928	239	8	applied	apply	VERB
bae-9928	239	9	first	first	ADV
bae-9928	239	10	to	to	ADP
bae-9928	239	11	cross	cross	NOUN
bae-9928	239	12	-	-	NOUN
bae-9928	239	13	country	country	NOUN
bae-9928	239	14	and	and	CCONJ
bae-9928	239	15	then	then	ADV
bae-9928	239	16	to	to	ADP
bae-9928	239	17	lags	lag	NOUN
bae-9928	239	18	,	,	PUNCT
bae-9928	239	19	reduces	reduce	VERB
bae-9928	239	20	the	the	DET
bae-9928	239	21	average	average	ADJ
bae-9928	239	22	value	value	NOUN
bae-9928	239	23	of	of	ADP
bae-9928	239	24	the	the	DET
bae-9928	239	25	early	early	ADJ
bae-9928	239	26	lags	lag	NOUN
bae-9928	239	27	and	and	CCONJ
bae-9928	239	28	raises	raise	VERB
bae-9928	239	29	the	the	DET
bae-9928	239	30	values	value	NOUN
bae-9928	239	31	of	of	ADP
bae-9928	239	32	the	the	DET
bae-9928	239	33	farther	farth	ADJ
bae-9928	239	34	lags	lag	NOUN
bae-9928	239	35	.	.	PUNCT
bae-9928	240	1	essentially	essentially	ADV
bae-9928	240	2	,	,	PUNCT
bae-9928	240	3	in	in	ADP
bae-9928	240	4	this	this	DET
bae-9928	240	5	specific	specific	ADJ
bae-9928	240	6	case	case	NOUN
bae-9928	240	7	,	,	PUNCT
bae-9928	240	8	the	the	DET
bae-9928	240	9	geometric	geometric	ADJ
bae-9928	240	10	means	mean	NOUN
bae-9928	240	11	flattened	flatten	VERB
bae-9928	240	12	the	the	DET
bae-9928	240	13	r&d	r&d	NOUN
bae-9928	240	14	lags	lag	VERB
bae-9928	240	15	,	,	PUNCT
bae-9928	240	16	by	by	ADP
bae-9928	240	17	increasing	increase	VERB
bae-9928	240	18	the	the	DET
bae-9928	240	19	slope	slope	NOUN
bae-9928	240	20	of	of	ADP
bae-9928	240	21	the	the	DET
bae-9928	240	22	downward	downward	ADJ
bae-9928	240	23	trend	trend	NOUN
bae-9928	240	24	of	of	ADP
bae-9928	240	25	the	the	DET
bae-9928	240	26	lag	lag	NOUN
bae-9928	240	27	series	series	NOUN
bae-9928	240	28	.	.	PUNCT
bae-9928	241	1	as	as	SCONJ
bae-9928	241	2	related	relate	VERB
bae-9928	241	3	to	to	ADP
bae-9928	241	4	the	the	DET
bae-9928	241	5	computation	computation	NOUN
bae-9928	241	6	of	of	ADP
bae-9928	241	7	the	the	DET
bae-9928	241	8	ror	ror	NOUN
bae-9928	241	9	,	,	PUNCT
bae-9928	241	10	applying	apply	VERB
bae-9928	241	11	the	the	DET
bae-9928	241	12	geometric	geometric	ADJ
bae-9928	241	13	means	mean	NOUN
bae-9928	241	14	to	to	PART
bae-9928	241	15	re	re	VERB
bae-9928	241	16	leads	lead	VERB
bae-9928	241	17	to	to	ADP
bae-9928	241	18	the	the	DET
bae-9928	241	19	estimation	estimation	NOUN
bae-9928	241	20	of	of	ADP
bae-9928	241	21	box	box	NOUN
bae-9928	241	22	,	,	PUNCT
bae-9928	241	23	specific	specific	ADJ
bae-9928	241	24	for	for	ADP
bae-9928	241	25	the	the	DET
bae-9928	241	26	agricultural	agricultural	ADJ
bae-9928	241	27	sector	sector	NOUN
bae-9928	241	28	.	.	PUNCT
bae-9928	242	1	for	for	ADP
bae-9928	242	2	cap	cap	NOUN
bae-9928	242	3	,	,	PUNCT
bae-9928	242	4	given	give	VERB
bae-9928	242	5	the	the	DET
bae-9928	242	6	unavailability	unavailability	NOUN
bae-9928	242	7	of	of	ADP
bae-9928	242	8	country	country	NOUN
bae-9928	242	9	level	level	NOUN
bae-9928	242	10	data	datum	NOUN
bae-9928	242	11	,	,	PUNCT
bae-9928	242	12	we	we	PRON
bae-9928	242	13	applied	apply	VERB
bae-9928	242	14	a	a	DET
bae-9928	242	15	dichotomous	dichotomous	ADJ
bae-9928	242	16	variable	variable	NOUN
bae-9928	242	17	at	at	ADP
bae-9928	242	18	year	year	NOUN
bae-9928	242	19	1992	1992	NUM
bae-9928	242	20	as	as	ADP
bae-9928	242	21	proxy	proxy	NOUN
bae-9928	242	22	for	for	ADP
bae-9928	242	23	the	the	DET
bae-9928	242	24	macsharry	macsharry	NOUN
bae-9928	242	25	reform	reform	NOUN
bae-9928	242	26	.	.	PUNCT
bae-9928	243	1	a	a	DET
bae-9928	243	2	higher	high	ADJ
bae-9928	243	3	contribution	contribution	NOUN
bae-9928	243	4	of	of	ADP
bae-9928	243	5	past	past	ADJ
bae-9928	243	6	r&d	r&d	NOUN
bae-9928	243	7	to	to	ADP
bae-9928	243	8	the	the	DET
bae-9928	243	9	present	present	ADJ
bae-9928	243	10	value	value	NOUN
bae-9928	243	11	of	of	ADP
bae-9928	243	12	agricultural	agricultural	ADJ
bae-9928	243	13	production	production	NOUN
bae-9928	243	14	.	.	PUNCT
bae-9928	244	1	the	the	DET
bae-9928	244	2	values	value	NOUN
bae-9928	244	3	of	of	ADP
bae-9928	244	4	ror	ror	NOUN
bae-9928	244	5	obtained	obtain	VERB
bae-9928	244	6	by	by	ADP
bae-9928	244	7	including	include	VERB
bae-9928	244	8	the	the	DET
bae-9928	244	9	ar(1	ar(1	NOUN
bae-9928	244	10	)	)	PUNCT
bae-9928	244	11	component	component	NOUN
bae-9928	244	12	in	in	ADP
bae-9928	244	13	the	the	DET
bae-9928	244	14	error	error	NOUN
bae-9928	244	15	term	term	NOUN
bae-9928	244	16	ought	ought	AUX
bae-9928	244	17	to	to	PART
bae-9928	244	18	be	be	AUX
bae-9928	244	19	considered	consider	VERB
bae-9928	244	20	as	as	ADP
bae-9928	244	21	the	the	DET
bae-9928	244	22	most	most	ADV
bae-9928	244	23	reliable	reliable	ADJ
bae-9928	244	24	,	,	PUNCT
bae-9928	244	25	because	because	SCONJ
bae-9928	244	26	they	they	PRON
bae-9928	244	27	account	account	VERB
bae-9928	244	28	for	for	ADP
bae-9928	244	29	omitted	omit	VERB
bae-9928	244	30	variables	variable	NOUN
bae-9928	244	31	having	have	VERB
bae-9928	244	32	potential	potential	ADJ
bae-9928	244	33	effects	effect	NOUN
bae-9928	244	34	on	on	ADP
bae-9928	244	35	the	the	DET
bae-9928	244	36	entire	entire	ADJ
bae-9928	244	37	sample	sample	NOUN
bae-9928	244	38	.	.	PUNCT
bae-9928	245	1	however	however	ADV
bae-9928	245	2	,	,	PUNCT
bae-9928	245	3	the	the	DET
bae-9928	245	4	observed	observed	ADJ
bae-9928	245	5	variation	variation	NOUN
bae-9928	245	6	,	,	PUNCT
bae-9928	245	7	from	from	ADP
bae-9928	245	8	7.0	7.0	NUM
bae-9928	245	9	%	%	NOUN
bae-9928	245	10	to	to	ADP
bae-9928	245	11	6.6	6.6	NUM
bae-9928	245	12	%	%	NOUN
bae-9928	245	13	for	for	ADP
bae-9928	245	14	arithmetic	arithmetic	ADJ
bae-9928	245	15	means	mean	NOUN
bae-9928	245	16	and	and	CCONJ
bae-9928	245	17	from	from	ADP
bae-9928	245	18	9.1	9.1	NUM
bae-9928	245	19	%	%	NOUN
bae-9928	245	20	to	to	ADP
bae-9928	245	21	7.6	7.6	NUM
bae-9928	245	22	%	%	NOUN
bae-9928	245	23	for	for	ADP
bae-9928	245	24	geometric	geometric	ADJ
bae-9928	245	25	means	mean	NOUN
bae-9928	245	26	,	,	PUNCT
bae-9928	245	27	do	do	AUX
bae-9928	245	28	not	not	PART
bae-9928	245	29	change	change	VERB
bae-9928	245	30	the	the	DET
bae-9928	245	31	magnitude	magnitude	NOUN
bae-9928	245	32	of	of	ADP
bae-9928	245	33	the	the	DET
bae-9928	245	34	estimated	estimate	VERB
bae-9928	245	35	ror	ror	NOUN
bae-9928	245	36	in	in	ADP
bae-9928	245	37	a	a	DET
bae-9928	245	38	meaningful	meaningful	ADJ
bae-9928	245	39	way	way	NOUN
bae-9928	245	40	.	.	PUNCT
bae-9928	246	1	6	6	X
bae-9928	246	2	.	.	X
bae-9928	246	3	discussion	discussion	NOUN
bae-9928	246	4	the	the	DET
bae-9928	246	5	ror	ror	NOUN
bae-9928	246	6	on	on	ADP
bae-9928	246	7	investments	investment	NOUN
bae-9928	246	8	in	in	ADP
bae-9928	246	9	agricultural	agricultural	ADJ
bae-9928	246	10	research	research	NOUN
bae-9928	246	11	in	in	ADP
bae-9928	246	12	europe	europe	PROPN
bae-9928	246	13	is	be	AUX
bae-9928	246	14	consistently	consistently	ADV
bae-9928	246	15	positive	positive	ADJ
bae-9928	246	16	across	across	ADP
bae-9928	246	17	different	different	ADJ
bae-9928	246	18	analytical	analytical	ADJ
bae-9928	246	19	methods	method	NOUN
bae-9928	246	20	.	.	PUNCT
bae-9928	247	1	however	however	ADV
bae-9928	247	2	,	,	PUNCT
bae-9928	247	3	our	our	PRON
bae-9928	247	4	estimates	estimate	NOUN
bae-9928	247	5	are	be	AUX
bae-9928	247	6	comparatively	comparatively	ADV
bae-9928	247	7	low	low	ADJ
bae-9928	247	8	with	with	ADP
bae-9928	247	9	respect	respect	NOUN
bae-9928	247	10	to	to	ADP
bae-9928	247	11	most	most	ADJ
bae-9928	247	12	findings	finding	NOUN
bae-9928	247	13	documented	document	VERB
bae-9928	247	14	in	in	ADP
bae-9928	247	15	the	the	DET
bae-9928	247	16	literature	literature	NOUN
bae-9928	247	17	for	for	ADP
bae-9928	247	18	developed	develop	VERB
bae-9928	247	19	countries	country	NOUN
bae-9928	247	20	.	.	PUNCT
bae-9928	248	1	moreover	moreover	ADV
bae-9928	248	2	,	,	PUNCT
bae-9928	248	3	the	the	DET
bae-9928	248	4	results	result	NOUN
bae-9928	248	5	confirm	confirm	VERB
bae-9928	248	6	that	that	SCONJ
bae-9928	248	7	ror	ror	NOUN
bae-9928	248	8	computation	computation	NOUN
bae-9928	248	9	is	be	AUX
bae-9928	248	10	sensitive	sensitive	ADJ
bae-9928	248	11	to	to	ADP
bae-9928	248	12	the	the	DET
bae-9928	248	13	specification	specification	NOUN
bae-9928	248	14	of	of	ADP
bae-9928	248	15	the	the	DET
bae-9928	248	16	models	model	NOUN
bae-9928	248	17	,	,	PUNCT
bae-9928	248	18	the	the	DET
bae-9928	248	19	method	method	NOUN
bae-9928	248	20	applied	apply	VERB
bae-9928	248	21	to	to	PART
bae-9928	248	22	measure	measure	VERB
bae-9928	248	23	the	the	DET
bae-9928	248	24	variables	variable	NOUN
bae-9928	248	25	,	,	PUNCT
bae-9928	248	26	the	the	DET
bae-9928	248	27	lag	lag	NOUN
bae-9928	248	28	length	length	NOUN
bae-9928	248	29	and	and	CCONJ
bae-9928	248	30	its	its	PRON
bae-9928	248	31	shape	shape	NOUN
bae-9928	248	32	and	and	CCONJ
bae-9928	248	33	the	the	DET
bae-9928	248	34	territorial	territorial	ADJ
bae-9928	248	35	coverage	coverage	NOUN
bae-9928	248	36	.	.	PUNCT
bae-9928	249	1	in	in	ADP
bae-9928	249	2	fact	fact	NOUN
bae-9928	249	3	,	,	PUNCT
bae-9928	249	4	if	if	SCONJ
bae-9928	249	5	compared	compare	VERB
bae-9928	249	6	to	to	ADP
bae-9928	249	7	other	other	ADJ
bae-9928	249	8	works	work	NOUN
bae-9928	249	9	,	,	PUNCT
bae-9928	249	10	such	such	ADJ
bae-9928	249	11	as	as	ADP
bae-9928	249	12	schimmelpfennig	schimmelpfennig	PROPN
bae-9928	249	13	et	et	PROPN
bae-9928	249	14	al	al	PROPN
bae-9928	249	15	.	.	PROPN
bae-9928	249	16	(	(	PUNCT
bae-9928	249	17	2000a	2000a	NUM
bae-9928	249	18	)	)	PUNCT
bae-9928	249	19	(	(	PUNCT
bae-9928	249	20	in	in	ADP
bae-9928	249	21	the	the	DET
bae-9928	249	22	closed	closed	ADJ
bae-9928	249	23	economy	economy	NOUN
bae-9928	249	24	case	case	NOUN
bae-9928	249	25	)	)	PUNCT
bae-9928	249	26	,	,	PUNCT
bae-9928	249	27	the	the	DET
bae-9928	249	28	rors	ror	NOUN
bae-9928	249	29	obtained	obtain	VERB
bae-9928	249	30	in	in	ADP
bae-9928	249	31	this	this	DET
bae-9928	249	32	paper	paper	NOUN
bae-9928	249	33	are	be	AUX
bae-9928	249	34	to	to	PART
bae-9928	249	35	be	be	AUX
bae-9928	249	36	considered	consider	VERB
bae-9928	249	37	very	very	ADV
bae-9928	249	38	low	low	ADJ
bae-9928	249	39	.	.	PUNCT
bae-9928	250	1	indeed	indeed	ADV
bae-9928	250	2	,	,	PUNCT
bae-9928	250	3	these	these	DET
bae-9928	250	4	results	result	NOUN
bae-9928	250	5	might	might	AUX
bae-9928	250	6	depend	depend	VERB
bae-9928	250	7	on	on	ADP
bae-9928	250	8	several	several	ADJ
bae-9928	250	9	differences	difference	NOUN
bae-9928	250	10	between	between	ADP
bae-9928	250	11	our	our	PRON
bae-9928	250	12	study	study	NOUN
bae-9928	250	13	and	and	CCONJ
bae-9928	250	14	those	those	PRON
bae-9928	250	15	used	use	VERB
bae-9928	250	16	as	as	ADP
bae-9928	250	17	a	a	DET
bae-9928	250	18	comparison	comparison	NOUN
bae-9928	250	19	,	,	PUNCT
bae-9928	250	20	including	include	VERB
bae-9928	250	21	the	the	DET
bae-9928	250	22	time	time	NOUN
bae-9928	250	23	period	period	NOUN
bae-9928	250	24	,	,	PUNCT
bae-9928	250	25	and	and	CCONJ
bae-9928	250	26	the	the	DET
bae-9928	250	27	relative	relative	ADJ
bae-9928	250	28	length	length	NOUN
bae-9928	250	29	(	(	PUNCT
bae-9928	250	30	1973	1973	NUM
bae-9928	250	31	-	-	SYM
bae-9928	250	32	1993	1993	NUM
bae-9928	250	33	,	,	PUNCT
bae-9928	250	34	in	in	ADP
bae-9928	250	35	which	which	PRON
bae-9928	250	36	agricultural	agricultural	ADJ
bae-9928	250	37	productivity	productivity	NOUN
bae-9928	250	38	recorded	record	VERB
bae-9928	250	39	high	high	ADJ
bae-9928	250	40	levels	level	NOUN
bae-9928	250	41	of	of	ADP
bae-9928	250	42	tfp	tfp	PROPN
bae-9928	250	43	growth	growth	NOUN
bae-9928	250	44	,	,	PUNCT
bae-9928	250	45	vs	vs	ADP
bae-9928	250	46	1981	1981	NUM
bae-9928	250	47	-	-	SYM
bae-9928	250	48	2010	2010	NUM
bae-9928	250	49	)	)	PUNCT
bae-9928	250	50	,	,	PUNCT
bae-9928	250	51	and	and	CCONJ
bae-9928	250	52	a	a	DET
bae-9928	250	53	wider	wide	ADJ
bae-9928	250	54	coverage	coverage	NOUN
bae-9928	250	55	of	of	ADP
bae-9928	250	56	countries	country	NOUN
bae-9928	250	57	(	(	PUNCT
bae-9928	250	58	we	we	PRON
bae-9928	250	59	included	include	VERB
bae-9928	250	60	spain	spain	PROPN
bae-9928	250	61	and	and	CCONJ
bae-9928	250	62	0,000	0,000	NUM
bae-9928	250	63	0,002	0,002	NUM
bae-9928	250	64	0,004	0,004	NUM
bae-9928	250	65	0,006	0,006	NUM
bae-9928	250	66	0,008	0,008	NUM
bae-9928	250	67	0,010	0,010	NUM
bae-9928	250	68	0,012	0,012	NUM
bae-9928	250	69	0,014	0,014	NUM
bae-9928	250	70	0,016	0,016	NUM
bae-9928	250	71	0,018	0,018	NUM
bae-9928	250	72	0,020	0,020	NUM
bae-9928	250	73	0	0	NUM
bae-9928	250	74	2	2	NUM
bae-9928	250	75	4	4	NUM
bae-9928	250	76	6	6	NUM
bae-9928	250	77	8	8	NUM
bae-9928	250	78	10	10	NUM
bae-9928	250	79	12	12	NUM
bae-9928	250	80	14	14	NUM
bae-9928	250	81	16	16	NUM
bae-9928	250	82	18	18	NUM
bae-9928	250	83	effect	effect	NOUN
bae-9928	250	84	elasticity	elasticity	NOUN
bae-9928	250	85	lag	lag	VERB
bae-9928	250	86	random	random	ADJ
bae-9928	250	87	effect	effect	NOUN
bae-9928	250	88	random	random	ADJ
bae-9928	250	89	effect	effect	NOUN
bae-9928	250	90	w/	w/	PROPN
bae-9928	250	91	ar(1	ar(1	PROPN
bae-9928	250	92	)	)	PUNCT
bae-9928	250	93	fix	fix	NOUN
bae-9928	250	94	effect	effect	NOUN
bae-9928	250	95	figure	figure	NOUN
bae-9928	250	96	1	1	NUM
bae-9928	250	97	.	.	PUNCT
bae-9928	251	1	distribution	distribution	NOUN
bae-9928	251	2	of	of	ADP
bae-9928	251	3	single	single	ADJ
bae-9928	251	4	r&dt	r&dt	PROPN
bae-9928	251	5	-	-	PUNCT
bae-9928	251	6	j	j	NOUN
bae-9928	251	7	effects	effect	NOUN
bae-9928	251	8	in	in	ADP
bae-9928	251	9	tfp	tfp	PROPN
bae-9928	251	10	specifications	specification	NOUN
bae-9928	251	11	.	.	PUNCT
bae-9928	252	1	source	source	NOUN
bae-9928	252	2	:	:	PUNCT
bae-9928	252	3	own	own	ADJ
bae-9928	252	4	elaboration	elaboration	NOUN
bae-9928	252	5	.	.	PUNCT
bae-9928	253	1	note	note	NOUN
bae-9928	253	2	:	:	PUNCT
bae-9928	253	3	feff	feff	NOUN
bae-9928	253	4	estimates	estimate	NOUN
bae-9928	253	5	are	be	AUX
bae-9928	253	6	elasticities	elasticity	NOUN
bae-9928	253	7	;	;	PUNCT
bae-9928	253	8	reff	reff	PROPN
bae-9928	253	9	estimates	estimate	NOUN
bae-9928	253	10	are	be	AUX
bae-9928	253	11	marginal	marginal	ADJ
bae-9928	253	12	effects	effect	NOUN
bae-9928	253	13	.	.	PUNCT
bae-9928	254	1	83public	83public	ADJ
bae-9928	254	2	r&d	r&d	NOUN
bae-9928	254	3	and	and	CCONJ
bae-9928	254	4	european	european	ADJ
bae-9928	254	5	agriculture	agriculture	NOUN
bae-9928	254	6	:	:	PUNCT
bae-9928	254	7	impact	impact	NOUN
bae-9928	254	8	on	on	ADP
bae-9928	254	9	productivity	productivity	NOUN
bae-9928	254	10	and	and	CCONJ
bae-9928	254	11	return	return	NOUN
bae-9928	254	12	on	on	ADP
bae-9928	254	13	r&d	r&d	NOUN
bae-9928	254	14	expenditure	expenditure	NOUN
bae-9928	254	15	bio	bio	NOUN
bae-9928	254	16	-	-	PUNCT
bae-9928	254	17	based	base	VERB
bae-9928	254	18	and	and	CCONJ
bae-9928	254	19	applied	apply	VERB
bae-9928	254	20	economics	economic	NOUN
bae-9928	254	21	10(1	10(1	NUM
bae-9928	254	22	):	):	PUNCT
bae-9928	254	23	83	83	NUM
bae-9928	254	24	-	-	SYM
bae-9928	254	25	86	86	NUM
bae-9928	254	26	,	,	PUNCT
bae-9928	254	27	2021	2021	NUM
bae-9928	254	28	|	|	ADV
bae-9928	254	29	e	e	NOUN
bae-9928	254	30	-	-	PROPN
bae-9928	254	31	issn	issn	VERB
bae-9928	254	32	2280	2280	NUM
bae-9928	254	33	-	-	SYM
bae-9928	254	34	6172	6172	NUM
bae-9928	254	35	|	|	ADV
bae-9928	254	36	doi	doi	NOUN
bae-9928	254	37	:	:	PUNCT
bae-9928	254	38	10.36253	10.36253	NUM
bae-9928	254	39	/	/	SYM
bae-9928	254	40	bae-9928	bae-9928	ADJ
bae-9928	254	41	portugal	portugal	PROPN
bae-9928	254	42	,	,	PUNCT
bae-9928	254	43	the	the	DET
bae-9928	254	44	economies	economy	NOUN
bae-9928	254	45	of	of	ADP
bae-9928	254	46	which	which	PRON
bae-9928	254	47	were	be	AUX
bae-9928	254	48	lagging	lag	VERB
bae-9928	254	49	behind	behind	ADV
bae-9928	254	50	in	in	ADP
bae-9928	254	51	1973	1973	NUM
bae-9928	254	52	-	-	SYM
bae-9928	254	53	1993	1993	NUM
bae-9928	254	54	,	,	PUNCT
bae-9928	254	55	as	as	ADV
bae-9928	254	56	well	well	ADV
bae-9928	254	57	as	as	ADP
bae-9928	254	58	sweden	sweden	PROPN
bae-9928	254	59	,	,	PUNCT
bae-9928	254	60	finland	finland	PROPN
bae-9928	254	61	and	and	CCONJ
bae-9928	254	62	norway	norway	PROPN
bae-9928	254	63	,	,	PUNCT
bae-9928	254	64	characterised	characterise	VERB
bae-9928	254	65	by	by	ADP
bae-9928	254	66	particular	particular	ADJ
bae-9928	254	67	climatic	climatic	ADJ
bae-9928	254	68	conditions	condition	NOUN
bae-9928	254	69	,	,	PUNCT
bae-9928	254	70	limited	limited	ADJ
bae-9928	254	71	agricultural	agricultural	ADJ
bae-9928	254	72	activities	activity	NOUN
bae-9928	254	73	and	and	CCONJ
bae-9928	254	74	intensive	intensive	ADJ
bae-9928	254	75	use	use	NOUN
bae-9928	254	76	of	of	ADP
bae-9928	254	77	advanced	advanced	ADJ
bae-9928	254	78	technologies	technology	NOUN
bae-9928	254	79	)	)	PUNCT
bae-9928	254	80	.	.	PUNCT
bae-9928	255	1	despite	despite	SCONJ
bae-9928	255	2	this	this	PRON
bae-9928	255	3	,	,	PUNCT
bae-9928	255	4	the	the	DET
bae-9928	255	5	rors	ror	NOUN
bae-9928	255	6	resulting	result	VERB
bae-9928	255	7	from	from	ADP
bae-9928	255	8	the	the	DET
bae-9928	255	9	analyses	analysis	NOUN
bae-9928	255	10	might	might	AUX
bae-9928	255	11	be	be	AUX
bae-9928	255	12	deemed	deem	VERB
bae-9928	255	13	reasonable	reasonable	ADJ
bae-9928	255	14	when	when	SCONJ
bae-9928	255	15	considering	consider	VERB
bae-9928	255	16	that	that	SCONJ
bae-9928	255	17	most	most	ADJ
bae-9928	255	18	of	of	ADP
bae-9928	255	19	the	the	DET
bae-9928	255	20	agricultural	agricultural	ADJ
bae-9928	255	21	research	research	NOUN
bae-9928	255	22	carried	carry	VERB
bae-9928	255	23	out	out	ADP
bae-9928	255	24	across	across	ADP
bae-9928	255	25	the	the	DET
bae-9928	255	26	european	european	ADJ
bae-9928	255	27	countries	country	NOUN
bae-9928	255	28	has	have	VERB
bae-9928	255	29	the	the	DET
bae-9928	255	30	characteristic	characteristic	NOUN
bae-9928	255	31	of	of	ADP
bae-9928	255	32	being	be	AUX
bae-9928	255	33	adaptive	adaptive	ADJ
bae-9928	255	34	,	,	PUNCT
bae-9928	255	35	rather	rather	ADV
bae-9928	255	36	than	than	ADP
bae-9928	255	37	basic	basic	ADJ
bae-9928	255	38	research	research	NOUN
bae-9928	255	39	.	.	PUNCT
bae-9928	256	1	in	in	ADP
bae-9928	256	2	this	this	DET
bae-9928	256	3	regard	regard	NOUN
bae-9928	256	4	it	it	PRON
bae-9928	256	5	is	be	AUX
bae-9928	256	6	important	important	ADJ
bae-9928	256	7	to	to	PART
bae-9928	256	8	highlight	highlight	VERB
bae-9928	256	9	that	that	PRON
bae-9928	256	10	,	,	PUNCT
bae-9928	256	11	beyond	beyond	ADP
bae-9928	256	12	the	the	DET
bae-9928	256	13	methodology	methodology	NOUN
bae-9928	256	14	and	and	CCONJ
bae-9928	256	15	the	the	DET
bae-9928	256	16	variable	variable	ADJ
bae-9928	256	17	measurement	measurement	NOUN
bae-9928	256	18	,	,	PUNCT
bae-9928	256	19	the	the	DET
bae-9928	256	20	rors	ror	NOUN
bae-9928	256	21	are	be	AUX
bae-9928	256	22	sensitive	sensitive	ADJ
bae-9928	256	23	also	also	ADV
bae-9928	256	24	to	to	ADP
bae-9928	256	25	both	both	CCONJ
bae-9928	256	26	the	the	DET
bae-9928	256	27	length	length	NOUN
bae-9928	256	28	and	and	CCONJ
bae-9928	256	29	the	the	DET
bae-9928	256	30	shape	shape	NOUN
bae-9928	256	31	of	of	ADP
bae-9928	256	32	the	the	DET
bae-9928	256	33	lags	lag	NOUN
bae-9928	256	34	elapsing	elapse	VERB
bae-9928	256	35	between	between	ADP
bae-9928	256	36	r&d	r&d	NOUN
bae-9928	256	37	and	and	CCONJ
bae-9928	256	38	agricultural	agricultural	ADJ
bae-9928	256	39	productivity	productivity	NOUN
bae-9928	256	40	,	,	PUNCT
bae-9928	256	41	as	as	SCONJ
bae-9928	256	42	shown	show	VERB
bae-9928	256	43	by	by	ADP
bae-9928	256	44	the	the	DET
bae-9928	256	45	differences	difference	NOUN
bae-9928	256	46	obtained	obtain	VERB
bae-9928	256	47	by	by	ADP
bae-9928	256	48	applying	apply	VERB
bae-9928	256	49	arithmetic	arithmetic	ADJ
bae-9928	256	50	and	and	CCONJ
bae-9928	256	51	geometric	geometric	ADJ
bae-9928	256	52	averages	average	NOUN
bae-9928	256	53	.	.	PUNCT
bae-9928	257	1	in	in	ADP
bae-9928	257	2	particular	particular	ADJ
bae-9928	257	3	,	,	PUNCT
bae-9928	257	4	further	further	ADJ
bae-9928	257	5	potential	potential	ADJ
bae-9928	257	6	contributions	contribution	NOUN
bae-9928	257	7	could	could	AUX
bae-9928	257	8	come	come	VERB
bae-9928	257	9	from	from	ADP
bae-9928	257	10	imposing	impose	VERB
bae-9928	257	11	a	a	DET
bae-9928	257	12	shape	shape	NOUN
bae-9928	257	13	of	of	ADP
bae-9928	257	14	fourth	fourth	ADJ
bae-9928	257	15	-	-	PUNCT
bae-9928	257	16	order	order	NOUN
bae-9928	257	17	pdl	pdl	NOUN
bae-9928	257	18	(	(	PUNCT
bae-9928	257	19	or	or	CCONJ
bae-9928	257	20	positivevalued	positivevalue	VERB
bae-9928	257	21	distribution	distribution	NOUN
bae-9928	257	22	function	function	NOUN
bae-9928	257	23	)	)	PUNCT
bae-9928	257	24	with	with	ADP
bae-9928	257	25	a	a	DET
bae-9928	257	26	positive	positive	ADJ
bae-9928	257	27	skew	skew	NOUN
bae-9928	257	28	in	in	ADP
bae-9928	257	29	order	order	NOUN
bae-9928	257	30	to	to	PART
bae-9928	257	31	impute	impute	VERB
bae-9928	257	32	more	more	ADJ
bae-9928	257	33	weight	weight	NOUN
bae-9928	257	34	on	on	ADP
bae-9928	257	35	the	the	DET
bae-9928	257	36	effects	effect	NOUN
bae-9928	257	37	of	of	ADP
bae-9928	257	38	the	the	DET
bae-9928	257	39	early	early	ADJ
bae-9928	257	40	lags	lag	NOUN
bae-9928	257	41	.	.	PUNCT
bae-9928	258	1	the	the	DET
bae-9928	258	2	results	result	NOUN
bae-9928	258	3	presented	present	VERB
bae-9928	258	4	in	in	ADP
bae-9928	258	5	this	this	DET
bae-9928	258	6	paper	paper	NOUN
bae-9928	258	7	may	may	AUX
bae-9928	258	8	suffer	suffer	VERB
bae-9928	258	9	from	from	ADP
bae-9928	258	10	potential	potential	ADJ
bae-9928	258	11	limitations	limitation	NOUN
bae-9928	258	12	stemming	stem	VERB
bae-9928	258	13	from	from	ADP
bae-9928	258	14	available	available	ADJ
bae-9928	258	15	data	datum	NOUN
bae-9928	258	16	,	,	PUNCT
bae-9928	258	17	namely	namely	ADV
bae-9928	258	18	gbaord	gbaord	NOUN
bae-9928	258	19	,	,	PUNCT
bae-9928	258	20	which	which	PRON
bae-9928	258	21	are	be	AUX
bae-9928	258	22	a	a	DET
bae-9928	258	23	proxy	proxy	NOUN
bae-9928	258	24	of	of	ADP
bae-9928	258	25	actual	actual	ADJ
bae-9928	258	26	expenditure	expenditure	NOUN
bae-9928	258	27	,	,	PUNCT
bae-9928	258	28	and	and	CCONJ
bae-9928	258	29	from	from	ADP
bae-9928	258	30	the	the	DET
bae-9928	258	31	omission	omission	NOUN
bae-9928	258	32	of	of	ADP
bae-9928	258	33	unavailable	unavailable	ADJ
bae-9928	258	34	information	information	NOUN
bae-9928	258	35	potential	potential	NOUN
bae-9928	258	36	used	use	VERB
bae-9928	258	37	as	as	ADP
bae-9928	258	38	covariates	covariate	NOUN
bae-9928	258	39	.	.	PUNCT
bae-9928	259	1	in	in	ADP
bae-9928	259	2	fact	fact	NOUN
bae-9928	259	3	,	,	PUNCT
bae-9928	259	4	as	as	SCONJ
bae-9928	259	5	suggested	suggest	VERB
bae-9928	259	6	by	by	ADP
bae-9928	259	7	the	the	DET
bae-9928	259	8	difference	difference	NOUN
bae-9928	259	9	in	in	ADP
bae-9928	259	10	the	the	DET
bae-9928	259	11	results	result	NOUN
bae-9928	259	12	due	due	ADJ
bae-9928	259	13	to	to	ADP
bae-9928	259	14	omitted	omit	VERB
bae-9928	259	15	variables	variable	NOUN
bae-9928	259	16	,	,	PUNCT
bae-9928	259	17	despite	despite	SCONJ
bae-9928	259	18	the	the	DET
bae-9928	259	19	general	general	ADJ
bae-9928	259	20	goodness	goodness	NOUN
bae-9928	259	21	and	and	CCONJ
bae-9928	259	22	robustness	robustness	NOUN
bae-9928	259	23	of	of	ADP
bae-9928	259	24	the	the	DET
bae-9928	259	25	estimations	estimation	NOUN
bae-9928	259	26	,	,	PUNCT
bae-9928	259	27	model	model	NOUN
bae-9928	259	28	specifications	specification	NOUN
bae-9928	259	29	are	be	AUX
bae-9928	259	30	susceptible	susceptible	ADJ
bae-9928	259	31	to	to	ADP
bae-9928	259	32	improvements	improvement	NOUN
bae-9928	259	33	by	by	ADP
bae-9928	259	34	including	include	VERB
bae-9928	259	35	and	and	CCONJ
bae-9928	259	36	controlling	control	VERB
bae-9928	259	37	for	for	ADP
bae-9928	259	38	more	more	ADJ
bae-9928	259	39	variables	variable	NOUN
bae-9928	259	40	,	,	PUNCT
bae-9928	259	41	especially	especially	ADV
bae-9928	259	42	those	those	PRON
bae-9928	259	43	likely	likely	ADV
bae-9928	259	44	affecting	affect	VERB
bae-9928	259	45	agricultural	agricultural	ADJ
bae-9928	259	46	productivity	productivity	NOUN
bae-9928	259	47	in	in	ADP
bae-9928	259	48	direct	direct	ADJ
bae-9928	259	49	ways	way	NOUN
bae-9928	259	50	unlinked	unlinke	VERB
bae-9928	259	51	to	to	ADP
bae-9928	259	52	own	own	ADJ
bae-9928	259	53	-	-	PUNCT
bae-9928	259	54	country	country	NOUN
bae-9928	259	55	agricultural	agricultural	ADJ
bae-9928	259	56	research	research	NOUN
bae-9928	259	57	,	,	PUNCT
bae-9928	259	58	such	such	ADJ
bae-9928	259	59	as	as	ADP
bae-9928	259	60	evolution	evolution	NOUN
bae-9928	259	61	of	of	ADP
bae-9928	259	62	farm	farm	NOUN
bae-9928	259	63	structure	structure	NOUN
bae-9928	259	64	,	,	PUNCT
bae-9928	259	65	spill	spill	NOUN
bae-9928	259	66	overs	over	NOUN
bae-9928	259	67	,	,	PUNCT
bae-9928	259	68	weather	weather	NOUN
bae-9928	259	69	,	,	PUNCT
bae-9928	259	70	trade	trade	NOUN
bae-9928	259	71	flow	flow	NOUN
bae-9928	259	72	and	and	CCONJ
bae-9928	259	73	agricultural	agricultural	ADJ
bae-9928	259	74	policy	policy	NOUN
bae-9928	259	75	.	.	PUNCT
bae-9928	260	1	in	in	ADP
bae-9928	260	2	particular	particular	ADJ
bae-9928	260	3	,	,	PUNCT
bae-9928	260	4	including	include	VERB
bae-9928	260	5	aspects	aspect	NOUN
bae-9928	260	6	regarding	regard	VERB
bae-9928	260	7	the	the	DET
bae-9928	260	8	cap	cap	NOUN
bae-9928	260	9	reforms	reform	NOUN
bae-9928	260	10	and	and	CCONJ
bae-9928	260	11	accounting	account	VERB
bae-9928	260	12	for	for	ADP
bae-9928	260	13	spill	spill	NOUN
bae-9928	260	14	overs	over	NOUN
bae-9928	260	15	as	as	ADV
bae-9928	260	16	well	well	ADV
bae-9928	260	17	as	as	ADP
bae-9928	260	18	climate	climate	NOUN
bae-9928	260	19	evolution	evolution	NOUN
bae-9928	260	20	could	could	AUX
bae-9928	260	21	potentially	potentially	ADV
bae-9928	260	22	modify	modify	VERB
bae-9928	260	23	the	the	DET
bae-9928	260	24	results	result	NOUN
bae-9928	260	25	.	.	PUNCT
bae-9928	261	1	further	far	ADV
bae-9928	261	2	,	,	PUNCT
bae-9928	261	3	the	the	DET
bae-9928	261	4	availability	availability	NOUN
bae-9928	261	5	of	of	ADP
bae-9928	261	6	data	datum	NOUN
bae-9928	261	7	on	on	ADP
bae-9928	261	8	private	private	ADJ
bae-9928	261	9	expenditures	expenditure	NOUN
bae-9928	261	10	on	on	ADP
bae-9928	261	11	agricultural	agricultural	ADJ
bae-9928	261	12	r&d	r&d	NOUN
bae-9928	261	13	and	and	CCONJ
bae-9928	261	14	the	the	DET
bae-9928	261	15	use	use	NOUN
bae-9928	261	16	of	of	ADP
bae-9928	261	17	longer	long	ADV
bae-9928	261	18	and	and	CCONJ
bae-9928	261	19	more	more	ADV
bae-9928	261	20	complete	complete	ADJ
bae-9928	261	21	time	time	NOUN
bae-9928	261	22	series	series	PROPN
bae-9928	261	23	might	might	AUX
bae-9928	261	24	have	have	AUX
bae-9928	261	25	furtherly	furtherly	ADV
bae-9928	261	26	increased	increase	VERB
bae-9928	261	27	the	the	DET
bae-9928	261	28	robustness	robustness	NOUN
bae-9928	261	29	of	of	ADP
bae-9928	261	30	the	the	DET
bae-9928	261	31	results	result	NOUN
bae-9928	261	32	.	.	PUNCT
bae-9928	262	1	the	the	DET
bae-9928	262	2	consideration	consideration	NOUN
bae-9928	262	3	of	of	ADP
bae-9928	262	4	these	these	DET
bae-9928	262	5	variables	variable	NOUN
bae-9928	262	6	in	in	ADP
bae-9928	262	7	this	this	DET
bae-9928	262	8	paper	paper	NOUN
bae-9928	262	9	was	be	AUX
bae-9928	262	10	explored	explore	VERB
bae-9928	262	11	,	,	PUNCT
bae-9928	262	12	but	but	CCONJ
bae-9928	262	13	the	the	DET
bae-9928	262	14	results	result	NOUN
bae-9928	262	15	were	be	AUX
bae-9928	262	16	not	not	PART
bae-9928	262	17	satisfactory	satisfactory	ADJ
bae-9928	262	18	,	,	PUNCT
bae-9928	262	19	most	most	ADV
bae-9928	262	20	likely	likely	ADJ
bae-9928	262	21	due	due	ADP
bae-9928	262	22	to	to	ADP
bae-9928	262	23	limitations	limitation	NOUN
bae-9928	262	24	in	in	ADP
bae-9928	262	25	data	datum	NOUN
bae-9928	262	26	availability	availability	NOUN
bae-9928	262	27	.	.	PUNCT
bae-9928	263	1	in	in	ADP
bae-9928	263	2	any	any	DET
bae-9928	263	3	case	case	NOUN
bae-9928	263	4	,	,	PUNCT
bae-9928	263	5	even	even	ADV
bae-9928	263	6	if	if	SCONJ
bae-9928	263	7	data	datum	NOUN
bae-9928	263	8	had	have	AUX
bae-9928	263	9	been	be	AUX
bae-9928	263	10	available	available	ADJ
bae-9928	263	11	their	their	PRON
bae-9928	263	12	use	use	NOUN
bae-9928	263	13	would	would	AUX
bae-9928	263	14	also	also	ADV
bae-9928	263	15	have	have	AUX
bae-9928	263	16	required	require	VERB
bae-9928	263	17	a	a	DET
bae-9928	263	18	reformulation	reformulation	NOUN
bae-9928	263	19	of	of	ADP
bae-9928	263	20	the	the	DET
bae-9928	263	21	analytical	analytical	ADJ
bae-9928	263	22	models	model	NOUN
bae-9928	263	23	in	in	ADP
bae-9928	263	24	a	a	DET
bae-9928	263	25	consistent	consistent	ADJ
bae-9928	263	26	way	way	NOUN
bae-9928	263	27	.	.	PUNCT
bae-9928	264	1	table	table	NOUN
bae-9928	264	2	4	4	NUM
bae-9928	264	3	.	.	PUNCT
bae-9928	264	4	computation	computation	NOUN
bae-9928	264	5	of	of	ADP
bae-9928	264	6	the	the	DET
bae-9928	264	7	internal	internal	ADJ
bae-9928	264	8	rate	rate	NOUN
bae-9928	264	9	of	of	ADP
bae-9928	264	10	returns	return	NOUN
bae-9928	264	11	(	(	PUNCT
bae-9928	264	12	irr	irr	PROPN
bae-9928	264	13	)	)	PUNCT
bae-9928	264	14	for	for	ADP
bae-9928	264	15	the	the	DET
bae-9928	264	16	tfp	tfp	PROPN
bae-9928	264	17	specifications	specification	NOUN
bae-9928	264	18	.	.	PUNCT
bae-9928	265	1	j	j	PROPN
bae-9928	265	2	variables	variable	NOUN
bae-9928	265	3	in	in	ADP
bae-9928	265	4	level	level	NOUN
bae-9928	265	5	form	form	NOUN
bae-9928	265	6	variables	variable	NOUN
bae-9928	265	7	in	in	ADP
bae-9928	265	8	logarithmic	logarithmic	ADJ
bae-9928	265	9	form	form	NOUN
bae-9928	265	10	arithmetic	arithmetic	ADJ
bae-9928	265	11	average	average	ADJ
bae-9928	265	12	geometric	geometric	ADJ
bae-9928	265	13	average	average	NOUN
bae-9928	265	14	α	α	PROPN
bae-9928	265	15	pdl	pdl	PROPN
bae-9928	265	16	vmp	vmp	PROPN
bae-9928	265	17	α	α	PROPN
bae-9928	265	18	pdl	pdl	PROPN
bae-9928	265	19	(	(	PUNCT
bae-9928	265	20	ar1	ar1	PROPN
bae-9928	265	21	)	)	PUNCT
bae-9928	265	22	vmp	vmp	PROPN
bae-9928	265	23	re	re	X
bae-9928	265	24	α	α	PROPN
bae-9928	265	25	pdl	pdl	PROPN
bae-9928	265	26	vmp	vmp	PROPN
bae-9928	265	27	α	α	PROPN
bae-9928	265	28	pdl	pdl	PROPN
bae-9928	265	29	(	(	PUNCT
bae-9928	265	30	ar1	ar1	PROPN
bae-9928	265	31	)	)	PUNCT
bae-9928	265	32	vmp	vmp	PROPN
bae-9928	265	33	re	re	X
bae-9928	265	34	α	α	PROPN
bae-9928	265	35	pdl	pdl	PROPN
bae-9928	265	36	vmp	vmp	PROPN
bae-9928	265	37	α	α	PROPN
bae-9928	265	38	pdl	pdl	PROPN
bae-9928	265	39	(	(	PUNCT
bae-9928	265	40	ar1	ar1	PROPN
bae-9928	265	41	)	)	PUNCT
bae-9928	265	42	vmp	vmp	PROPN
bae-9928	265	43	0	0	NUM
bae-9928	265	44	0.004	0.004	NUM
bae-9928	265	45	0.04	0.04	NUM
bae-9928	265	46	0.002	0.002	NUM
bae-9928	265	47	0.03	0.03	NUM
bae-9928	265	48	183	183	NUM
bae-9928	265	49	0.001	0.001	NUM
bae-9928	265	50	0.02	0.02	NUM
bae-9928	265	51	0.001	0.001	NUM
bae-9928	265	52	0.02	0.02	NUM
bae-9928	265	53	115	115	NUM
bae-9928	265	54	0.001	0.001	NUM
bae-9928	265	55	0.03	0.03	NUM
bae-9928	265	56	0.001	0.001	NUM
bae-9928	265	57	0.02	0.02	NUM
bae-9928	265	58	1	1	NUM
bae-9928	265	59	0.007	0.007	NUM
bae-9928	265	60	0.08	0.08	NUM
bae-9928	265	61	0.005	0.005	NUM
bae-9928	265	62	0.06	0.06	NUM
bae-9928	265	63	182	182	NUM
bae-9928	265	64	0.003	0.003	NUM
bae-9928	265	65	0.03	0.03	NUM
bae-9928	265	66	0.002	0.002	NUM
bae-9928	265	67	0.04	0.04	NUM
bae-9928	265	68	115	115	NUM
bae-9928	265	69	0.003	0.003	NUM
bae-9928	265	70	0.05	0.05	NUM
bae-9928	265	71	0.002	0.002	NUM
bae-9928	265	72	0.05	0.05	NUM
bae-9928	265	73	2	2	NUM
bae-9928	265	74	0.009	0.009	NUM
bae-9928	265	75	0.11	0.11	NUM
bae-9928	265	76	0.007	0.007	NUM
bae-9928	265	77	0.08	0.08	NUM
bae-9928	265	78	181	181	NUM
bae-9928	265	79	0.004	0.004	NUM
bae-9928	265	80	0.05	0.05	NUM
bae-9928	265	81	0.004	0.004	NUM
bae-9928	265	82	0.06	0.06	NUM
bae-9928	265	83	114	114	NUM
bae-9928	265	84	0.004	0.004	NUM
bae-9928	265	85	0.07	0.07	NUM
bae-9928	265	86	0.004	0.004	NUM
bae-9928	265	87	0.07	0.07	NUM
bae-9928	265	88	3	3	NUM
bae-9928	265	89	0.012	0.012	NUM
bae-9928	265	90	0.14	0.14	NUM
bae-9928	265	91	0.008	0.008	NUM
bae-9928	265	92	0.10	0.10	NUM
bae-9928	265	93	179	179	NUM
bae-9928	265	94	0.005	0.005	NUM
bae-9928	265	95	0.06	0.06	NUM
bae-9928	265	96	0.004	0.004	NUM
bae-9928	265	97	0.08	0.08	NUM
bae-9928	265	98	114	114	NUM
bae-9928	265	99	0.005	0.005	NUM
bae-9928	265	100	0.09	0.09	NUM
bae-9928	265	101	0.004	0.004	NUM
bae-9928	265	102	0.08	0.08	NUM
bae-9928	265	103	4	4	NUM
bae-9928	265	104	0.014	0.014	NUM
bae-9928	265	105	0.17	0.17	NUM
bae-9928	265	106	0.010	0.010	NUM
bae-9928	265	107	0.12	0.12	NUM
bae-9928	265	108	178	178	NUM
bae-9928	265	109	0.006	0.006	NUM
bae-9928	265	110	0.07	0.07	NUM
bae-9928	265	111	0.005	0.005	NUM
bae-9928	265	112	0.09	0.09	NUM
bae-9928	265	113	113	113	NUM
bae-9928	265	114	0.006	0.006	NUM
bae-9928	265	115	0.11	0.11	NUM
bae-9928	265	116	0.005	0.005	NUM
bae-9928	265	117	0.10	0.10	NUM
bae-9928	265	118	5	5	NUM
bae-9928	265	119	0.015	0.015	NUM
bae-9928	265	120	0.19	0.19	NUM
bae-9928	265	121	0.011	0.011	NUM
bae-9928	265	122	0.13	0.13	NUM
bae-9928	265	123	147	147	NUM
bae-9928	265	124	0.006	0.006	NUM
bae-9928	265	125	0.10	0.10	NUM
bae-9928	265	126	0.006	0.006	NUM
bae-9928	265	127	0.11	0.11	NUM
bae-9928	265	128	113	113	NUM
bae-9928	265	129	0.006	0.006	NUM
bae-9928	265	130	0.12	0.12	NUM
bae-9928	265	131	0.006	0.006	NUM
bae-9928	265	132	0.11	0.11	NUM
bae-9928	265	133	6	6	NUM
bae-9928	265	134	0.017	0.017	NUM
bae-9928	265	135	0.20	0.20	NUM
bae-9928	265	136	0.012	0.012	NUM
bae-9928	265	137	0.14	0.14	NUM
bae-9928	265	138	141	141	NUM
bae-9928	265	139	0.007	0.007	NUM
bae-9928	265	140	0.11	0.11	NUM
bae-9928	265	141	0.006	0.006	NUM
bae-9928	265	142	0.12	0.12	NUM
bae-9928	265	143	112	112	NUM
bae-9928	265	144	0.007	0.007	NUM
bae-9928	265	145	0.13	0.13	NUM
bae-9928	265	146	0.006	0.006	NUM
bae-9928	265	147	0.12	0.12	NUM
bae-9928	265	148	7	7	NUM
bae-9928	265	149	0.018	0.018	NUM
bae-9928	265	150	0.21	0.21	NUM
bae-9928	265	151	0.012	0.012	NUM
bae-9928	265	152	0.15	0.15	NUM
bae-9928	265	153	135	135	NUM
bae-9928	265	154	0.007	0.007	NUM
bae-9928	265	155	0.12	0.12	NUM
bae-9928	265	156	0.007	0.007	NUM
bae-9928	265	157	0.12	0.12	NUM
bae-9928	265	158	112	112	NUM
bae-9928	265	159	0.007	0.007	NUM
bae-9928	265	160	0.14	0.14	NUM
bae-9928	265	161	0.007	0.007	NUM
bae-9928	265	162	0.13	0.13	NUM
bae-9928	265	163	8	8	NUM
bae-9928	265	164	0.018	0.018	NUM
bae-9928	265	165	0.22	0.22	NUM
bae-9928	265	166	0.013	0.013	NUM
bae-9928	265	167	0.16	0.16	NUM
bae-9928	265	168	129	129	NUM
bae-9928	265	169	0.008	0.008	NUM
bae-9928	265	170	0.13	0.13	NUM
bae-9928	265	171	0.007	0.007	NUM
bae-9928	265	172	0.13	0.13	NUM
bae-9928	265	173	111	111	NUM
bae-9928	265	174	0.008	0.008	NUM
bae-9928	265	175	0.14	0.14	NUM
bae-9928	265	176	0.007	0.007	NUM
bae-9928	265	177	0.13	0.13	NUM
bae-9928	265	178	9	9	NUM
bae-9928	265	179	0.018	0.018	NUM
bae-9928	265	180	0.22	0.22	NUM
bae-9928	265	181	0.013	0.013	NUM
bae-9928	265	182	0.16	0.16	NUM
bae-9928	265	183	124	124	NUM
bae-9928	266	1	0.008	0.008	NUM
bae-9928	266	2	0.14	0.14	NUM
bae-9928	266	3	0.007	0.007	NUM
bae-9928	266	4	0.13	0.13	NUM
bae-9928	266	5	111	111	NUM
bae-9928	266	6	0.008	0.008	NUM
bae-9928	266	7	0.15	0.15	NUM
bae-9928	266	8	0.007	0.007	NUM
bae-9928	266	9	0.13	0.13	NUM
bae-9928	266	10	10	10	NUM
bae-9928	266	11	0.018	0.018	NUM
bae-9928	266	12	0.22	0.22	NUM
bae-9928	266	13	0.013	0.013	NUM
bae-9928	266	14	0.16	0.16	NUM
bae-9928	266	15	118	118	NUM
bae-9928	267	1	0.008	0.008	NUM
bae-9928	267	2	0.14	0.14	NUM
bae-9928	267	3	0.007	0.007	NUM
bae-9928	267	4	0.13	0.13	NUM
bae-9928	267	5	110	110	NUM
bae-9928	267	6	0.008	0.008	NUM
bae-9928	267	7	0.15	0.15	NUM
bae-9928	267	8	0.007	0.007	NUM
bae-9928	267	9	0.13	0.13	NUM
bae-9928	267	10	11	11	NUM
bae-9928	267	11	0.018	0.018	NUM
bae-9928	267	12	0.21	0.21	NUM
bae-9928	267	13	0.012	0.012	NUM
bae-9928	267	14	0.15	0.15	NUM
bae-9928	267	15	112	112	NUM
bae-9928	267	16	0.007	0.007	NUM
bae-9928	267	17	0.15	0.15	NUM
bae-9928	267	18	0.007	0.007	NUM
bae-9928	267	19	0.12	0.12	NUM
bae-9928	267	20	110	110	NUM
bae-9928	267	21	0.007	0.007	NUM
bae-9928	267	22	0.14	0.14	NUM
bae-9928	267	23	0.007	0.007	NUM
bae-9928	267	24	0.13	0.13	NUM
bae-9928	267	25	12	12	NUM
bae-9928	267	26	0.017	0.017	NUM
bae-9928	267	27	0.20	0.20	NUM
bae-9928	267	28	0.012	0.012	NUM
bae-9928	267	29	0.14	0.14	NUM
bae-9928	267	30	107	107	NUM
bae-9928	267	31	0.007	0.007	NUM
bae-9928	267	32	0.15	0.15	NUM
bae-9928	267	33	0.006	0.006	NUM
bae-9928	267	34	0.12	0.12	NUM
bae-9928	267	35	110	110	NUM
bae-9928	267	36	0.007	0.007	NUM
bae-9928	267	37	0.13	0.13	NUM
bae-9928	267	38	0.006	0.006	NUM
bae-9928	267	39	0.12	0.12	NUM
bae-9928	267	40	13	13	NUM
bae-9928	267	41	0.015	0.015	NUM
bae-9928	267	42	0.19	0.19	NUM
bae-9928	267	43	0.011	0.011	NUM
bae-9928	267	44	0.13	0.13	NUM
bae-9928	267	45	101	101	NUM
bae-9928	267	46	0.006	0.006	NUM
bae-9928	267	47	0.14	0.14	NUM
bae-9928	267	48	0.006	0.006	NUM
bae-9928	267	49	0.11	0.11	NUM
bae-9928	267	50	109	109	NUM
bae-9928	267	51	0.006	0.006	NUM
bae-9928	267	52	0.12	0.12	NUM
bae-9928	267	53	0.006	0.006	NUM
bae-9928	267	54	0.11	0.11	NUM
bae-9928	267	55	14	14	NUM
bae-9928	267	56	0.014	0.014	NUM
bae-9928	267	57	0.17	0.17	NUM
bae-9928	267	58	0.010	0.010	NUM
bae-9928	267	59	0.12	0.12	NUM
bae-9928	267	60	95	95	NUM
bae-9928	267	61	0.006	0.006	NUM
bae-9928	267	62	0.13	0.13	NUM
bae-9928	267	63	0.005	0.005	NUM
bae-9928	267	64	0.10	0.10	NUM
bae-9928	267	65	109	109	NUM
bae-9928	267	66	0.006	0.006	NUM
bae-9928	267	67	0.11	0.11	NUM
bae-9928	267	68	0.005	0.005	NUM
bae-9928	267	69	0.10	0.10	NUM
bae-9928	267	70	15	15	NUM
bae-9928	267	71	0.012	0.012	NUM
bae-9928	267	72	0.14	0.14	NUM
bae-9928	267	73	0.008	0.008	NUM
bae-9928	267	74	0.10	0.10	NUM
bae-9928	267	75	90	90	NUM
bae-9928	267	76	0.005	0.005	NUM
bae-9928	267	77	0.12	0.12	NUM
bae-9928	267	78	0.004	0.004	NUM
bae-9928	267	79	0.09	0.09	NUM
bae-9928	267	80	109	109	NUM
bae-9928	267	81	0.005	0.005	NUM
bae-9928	267	82	0.09	0.09	NUM
bae-9928	267	83	0.004	0.004	NUM
bae-9928	267	84	0.09	0.09	NUM
bae-9928	267	85	16	16	NUM
bae-9928	267	86	0.009	0.009	NUM
bae-9928	267	87	0.11	0.11	NUM
bae-9928	267	88	0.007	0.007	NUM
bae-9928	267	89	0.08	0.08	NUM
bae-9928	267	90	84	84	NUM
bae-9928	267	91	0.004	0.004	NUM
bae-9928	267	92	0.10	0.10	NUM
bae-9928	267	93	0.004	0.004	NUM
bae-9928	267	94	0.07	0.07	NUM
bae-9928	267	95	109	109	NUM
bae-9928	267	96	0.004	0.004	NUM
bae-9928	267	97	0.08	0.08	NUM
bae-9928	267	98	0.004	0.004	NUM
bae-9928	267	99	0.07	0.07	NUM
bae-9928	267	100	17	17	NUM
bae-9928	267	101	0.007	0.007	NUM
bae-9928	267	102	0.08	0.08	NUM
bae-9928	267	103	0.005	0.005	NUM
bae-9928	267	104	0.06	0.06	NUM
bae-9928	267	105	78	78	NUM
bae-9928	267	106	0.003	0.003	NUM
bae-9928	267	107	0.08	0.08	NUM
bae-9928	267	108	0.002	0.002	NUM
bae-9928	267	109	0.06	0.06	NUM
bae-9928	267	110	110	110	NUM
bae-9928	267	111	0.003	0.003	NUM
bae-9928	267	112	0.05	0.05	NUM
bae-9928	267	113	0.002	0.002	NUM
bae-9928	267	114	0.05	0.05	NUM
bae-9928	267	115	18	18	NUM
bae-9928	267	116	0.004	0.004	NUM
bae-9928	267	117	0.04	0.04	NUM
bae-9928	267	118	0.002	0.002	NUM
bae-9928	267	119	0.03	0.03	NUM
bae-9928	267	120	72	72	NUM
bae-9928	267	121	0.001	0.001	NUM
bae-9928	267	122	0.05	0.05	NUM
bae-9928	267	123	0.001	0.001	NUM
bae-9928	267	124	0.03	0.03	NUM
bae-9928	267	125	109	109	NUM
bae-9928	267	126	0.001	0.001	NUM
bae-9928	267	127	0.03	0.03	NUM
bae-9928	267	128	0.001	0.001	NUM
bae-9928	267	129	0.03	0.03	NUM
bae-9928	267	130	mirr	mirr	NOUN
bae-9928	267	131	15.21	15.21	NUM
bae-9928	267	132	%	%	NOUN
bae-9928	267	133	9.51	9.51	NUM
bae-9928	267	134	%	%	NOUN
bae-9928	267	135	7.03	7.03	NUM
bae-9928	267	136	%	%	NOUN
bae-9928	267	137	6.58	6.58	NUM
bae-9928	267	138	%	%	NOUN
bae-9928	267	139	9.13	9.13	NUM
bae-9928	267	140	%	%	NOUN
bae-9928	267	141	7.59	7.59	NUM
bae-9928	267	142	%	%	NOUN
bae-9928	267	143	source	source	NOUN
bae-9928	267	144	:	:	PUNCT
bae-9928	267	145	own	own	ADJ
bae-9928	267	146	elaborations	elaboration	NOUN
bae-9928	267	147	84	84	NUM
bae-9928	267	148	bio	bio	ADV
bae-9928	267	149	-	-	PUNCT
bae-9928	267	150	based	base	VERB
bae-9928	267	151	and	and	CCONJ
bae-9928	267	152	applied	apply	VERB
bae-9928	267	153	economics	economic	NOUN
bae-9928	267	154	10(1	10(1	NUM
bae-9928	267	155	):	):	PUNCT
bae-9928	267	156	84	84	NUM
bae-9928	267	157	-	-	SYM
bae-9928	267	158	86	86	NUM
bae-9928	267	159	,	,	PUNCT
bae-9928	267	160	2021	2021	NUM
bae-9928	267	161	|	|	ADV
bae-9928	267	162	e	e	NOUN
bae-9928	267	163	-	-	PROPN
bae-9928	267	164	issn	issn	VERB
bae-9928	267	165	2280	2280	NUM
bae-9928	267	166	-	-	SYM
bae-9928	267	167	6172	6172	NUM
bae-9928	267	168	|	|	ADV
bae-9928	267	169	doi	doi	NOUN
bae-9928	267	170	:	:	PUNCT
bae-9928	267	171	10.36253	10.36253	NUM
bae-9928	267	172	/	/	SYM
bae-9928	267	173	bae-9928	bae-9928	PROPN
bae-9928	267	174	michele	michele	PROPN
bae-9928	267	175	vollaro	vollaro	PROPN
bae-9928	267	176	,	,	PUNCT
bae-9928	267	177	meri	meri	PROPN
bae-9928	267	178	raggi	raggi	PROPN
bae-9928	267	179	,	,	PUNCT
bae-9928	267	180	davide	davide	PROPN
bae-9928	267	181	viaggi	viaggi	PROPN
bae-9928	267	182	in	in	ADP
bae-9928	267	183	perspective	perspective	NOUN
bae-9928	267	184	,	,	PUNCT
bae-9928	267	185	if	if	SCONJ
bae-9928	267	186	data	datum	NOUN
bae-9928	267	187	become	become	VERB
bae-9928	267	188	available	available	ADJ
bae-9928	267	189	,	,	PUNCT
bae-9928	267	190	different	different	ADJ
bae-9928	267	191	strategies	strategy	NOUN
bae-9928	267	192	may	may	AUX
bae-9928	267	193	be	be	AUX
bae-9928	267	194	envisaged	envisage	VERB
bae-9928	267	195	to	to	PART
bae-9928	267	196	improve	improve	VERB
bae-9928	267	197	this	this	DET
bae-9928	267	198	study	study	NOUN
bae-9928	267	199	.	.	PUNCT
bae-9928	268	1	the	the	DET
bae-9928	268	2	correctness	correctness	NOUN
bae-9928	268	3	of	of	ADP
bae-9928	268	4	the	the	DET
bae-9928	268	5	model	model	NOUN
bae-9928	268	6	specifications	specification	NOUN
bae-9928	268	7	and	and	CCONJ
bae-9928	268	8	,	,	PUNCT
bae-9928	268	9	hence	hence	ADV
bae-9928	268	10	,	,	PUNCT
bae-9928	268	11	the	the	DET
bae-9928	268	12	robustness	robustness	NOUN
bae-9928	268	13	of	of	ADP
bae-9928	268	14	the	the	DET
bae-9928	268	15	results	result	NOUN
bae-9928	268	16	would	would	AUX
bae-9928	268	17	largely	largely	ADV
bae-9928	268	18	benefit	benefit	VERB
bae-9928	268	19	from	from	ADP
bae-9928	268	20	a	a	DET
bae-9928	268	21	wider	wide	ADJ
bae-9928	268	22	analytical	analytical	ADJ
bae-9928	268	23	approach	approach	NOUN
bae-9928	268	24	that	that	PRON
bae-9928	268	25	is	be	AUX
bae-9928	268	26	able	able	ADJ
bae-9928	268	27	to	to	PART
bae-9928	268	28	consider	consider	VERB
bae-9928	268	29	the	the	DET
bae-9928	268	30	modern	modern	ADJ
bae-9928	268	31	transformations	transformation	NOUN
bae-9928	268	32	occurring	occur	VERB
bae-9928	268	33	in	in	ADP
bae-9928	268	34	the	the	DET
bae-9928	268	35	european	european	ADJ
bae-9928	268	36	agricultural	agricultural	ADJ
bae-9928	268	37	sector	sector	NOUN
bae-9928	268	38	.	.	PUNCT
bae-9928	269	1	we	we	PRON
bae-9928	269	2	refer	refer	VERB
bae-9928	269	3	,	,	PUNCT
bae-9928	269	4	in	in	ADP
bae-9928	269	5	particular	particular	ADJ
bae-9928	269	6	,	,	PUNCT
bae-9928	269	7	to	to	ADP
bae-9928	269	8	the	the	DET
bae-9928	269	9	growing	grow	VERB
bae-9928	269	10	interest	interest	NOUN
bae-9928	269	11	of	of	ADP
bae-9928	269	12	research	research	NOUN
bae-9928	269	13	,	,	PUNCT
bae-9928	269	14	including	include	VERB
bae-9928	269	15	agricultural	agricultural	ADJ
bae-9928	269	16	research	research	NOUN
bae-9928	269	17	,	,	PUNCT
bae-9928	269	18	and	and	CCONJ
bae-9928	269	19	policies	policy	NOUN
bae-9928	269	20	,	,	PUNCT
bae-9928	269	21	especially	especially	ADV
bae-9928	269	22	the	the	DET
bae-9928	269	23	cap	cap	NOUN
bae-9928	269	24	,	,	PUNCT
bae-9928	269	25	towards	towards	ADP
bae-9928	269	26	the	the	DET
bae-9928	269	27	development	development	NOUN
bae-9928	269	28	of	of	ADP
bae-9928	269	29	technologies	technology	NOUN
bae-9928	269	30	,	,	PUNCT
bae-9928	269	31	practices	practice	NOUN
bae-9928	269	32	and	and	CCONJ
bae-9928	269	33	measures	measure	NOUN
bae-9928	269	34	devoted	devote	VERB
bae-9928	269	35	to	to	PART
bae-9928	269	36	aims	aim	VERB
bae-9928	269	37	other	other	ADJ
bae-9928	269	38	than	than	ADP
bae-9928	269	39	productivity	productivity	NOUN
bae-9928	269	40	,	,	PUNCT
bae-9928	269	41	such	such	ADJ
bae-9928	269	42	as	as	ADP
bae-9928	269	43	improving	improve	VERB
bae-9928	269	44	environmental	environmental	ADJ
bae-9928	269	45	protection	protection	NOUN
bae-9928	269	46	,	,	PUNCT
bae-9928	269	47	food	food	NOUN
bae-9928	269	48	safety	safety	NOUN
bae-9928	269	49	and	and	CCONJ
bae-9928	269	50	climate	climate	NOUN
bae-9928	269	51	change	change	NOUN
bae-9928	269	52	mitigation	mitigation	NOUN
bae-9928	269	53	.	.	PUNCT
bae-9928	270	1	however	however	ADV
bae-9928	270	2	,	,	PUNCT
bae-9928	270	3	the	the	DET
bae-9928	270	4	impact	impact	NOUN
bae-9928	270	5	of	of	ADP
bae-9928	270	6	these	these	DET
bae-9928	270	7	variables	variable	NOUN
bae-9928	270	8	is	be	AUX
bae-9928	270	9	not	not	PART
bae-9928	270	10	straightforward	straightforward	ADJ
bae-9928	270	11	.	.	PUNCT
bae-9928	271	1	for	for	ADP
bae-9928	271	2	example	example	NOUN
bae-9928	271	3	,	,	PUNCT
bae-9928	271	4	the	the	DET
bae-9928	271	5	cap	cap	NOUN
bae-9928	271	6	,	,	PUNCT
bae-9928	271	7	on	on	ADP
bae-9928	271	8	the	the	DET
bae-9928	271	9	one	one	NUM
bae-9928	271	10	hand	hand	NOUN
bae-9928	271	11	promotes	promote	VERB
bae-9928	271	12	innovation	innovation	NOUN
bae-9928	271	13	measures	measure	NOUN
bae-9928	271	14	accelerating	accelerate	VERB
bae-9928	271	15	the	the	DET
bae-9928	271	16	transfer	transfer	NOUN
bae-9928	271	17	of	of	ADP
bae-9928	271	18	research	research	NOUN
bae-9928	271	19	results	result	NOUN
bae-9928	271	20	to	to	ADP
bae-9928	271	21	farmers	farmer	NOUN
bae-9928	271	22	,	,	PUNCT
bae-9928	271	23	and	and	CCONJ
bae-9928	271	24	on	on	ADP
bae-9928	271	25	the	the	DET
bae-9928	271	26	other	other	ADJ
bae-9928	271	27	hand	hand	NOUN
bae-9928	271	28	includes	include	VERB
bae-9928	271	29	measures	measure	NOUN
bae-9928	271	30	aimed	aim	VERB
bae-9928	271	31	at	at	ADP
bae-9928	271	32	improving	improve	VERB
bae-9928	271	33	the	the	DET
bae-9928	271	34	sustainability	sustainability	NOUN
bae-9928	271	35	of	of	ADP
bae-9928	271	36	agricultural	agricultural	ADJ
bae-9928	271	37	production	production	NOUN
bae-9928	271	38	processes	process	NOUN
bae-9928	271	39	but	but	CCONJ
bae-9928	271	40	that	that	PRON
bae-9928	271	41	indirectly	indirectly	ADV
bae-9928	271	42	might	might	AUX
bae-9928	271	43	induce	induce	VERB
bae-9928	271	44	the	the	DET
bae-9928	271	45	effects	effect	NOUN
bae-9928	271	46	of	of	ADP
bae-9928	271	47	moderating	moderate	VERB
bae-9928	271	48	the	the	DET
bae-9928	271	49	productivity	productivity	NOUN
bae-9928	271	50	.	.	PUNCT
bae-9928	272	1	as	as	ADP
bae-9928	272	2	a	a	DET
bae-9928	272	3	result	result	NOUN
bae-9928	272	4	,	,	PUNCT
bae-9928	272	5	the	the	DET
bae-9928	272	6	direction	direction	NOUN
bae-9928	272	7	of	of	ADP
bae-9928	272	8	this	this	DET
bae-9928	272	9	impact	impact	NOUN
bae-9928	272	10	is	be	AUX
bae-9928	272	11	an	an	DET
bae-9928	272	12	empirical	empirical	ADJ
bae-9928	272	13	issue	issue	NOUN
bae-9928	272	14	and	and	CCONJ
bae-9928	272	15	may	may	AUX
bae-9928	272	16	be	be	AUX
bae-9928	272	17	correctly	correctly	ADV
bae-9928	272	18	accounted	account	VERB
bae-9928	272	19	for	for	ADP
bae-9928	272	20	only	only	ADV
bae-9928	272	21	by	by	ADP
bae-9928	272	22	disentangling	disentangle	VERB
bae-9928	272	23	the	the	DET
bae-9928	272	24	effects	effect	NOUN
bae-9928	272	25	of	of	ADP
bae-9928	272	26	different	different	ADJ
bae-9928	272	27	measures	measure	NOUN
bae-9928	272	28	.	.	PUNCT
bae-9928	273	1	moreover	moreover	ADV
bae-9928	273	2	,	,	PUNCT
bae-9928	273	3	agricultural	agricultural	ADJ
bae-9928	273	4	productivity	productivity	NOUN
bae-9928	273	5	itself	itself	PRON
bae-9928	273	6	as	as	ADP
bae-9928	273	7	a	a	DET
bae-9928	273	8	focus	focus	NOUN
bae-9928	273	9	of	of	ADP
bae-9928	273	10	analysis	analysis	NOUN
bae-9928	273	11	ought	ought	AUX
bae-9928	273	12	to	to	PART
bae-9928	273	13	be	be	AUX
bae-9928	273	14	revisited	revisit	VERB
bae-9928	273	15	.	.	PUNCT
bae-9928	274	1	indeed	indeed	ADV
bae-9928	274	2	,	,	PUNCT
bae-9928	274	3	it	it	PRON
bae-9928	274	4	is	be	AUX
bae-9928	274	5	not	not	PART
bae-9928	274	6	only	only	ADV
bae-9928	274	7	productivity	productivity	NOUN
bae-9928	274	8	,	,	PUNCT
bae-9928	274	9	by	by	ADP
bae-9928	274	10	the	the	DET
bae-9928	274	11	means	mean	NOUN
bae-9928	274	12	of	of	ADP
bae-9928	274	13	research	research	NOUN
bae-9928	274	14	,	,	PUNCT
bae-9928	274	15	that	that	PRON
bae-9928	274	16	brings	bring	VERB
bae-9928	274	17	about	about	ADP
bae-9928	274	18	benefits	benefit	NOUN
bae-9928	274	19	to	to	ADP
bae-9928	274	20	society	society	NOUN
bae-9928	274	21	.	.	PUNCT
bae-9928	275	1	other	other	ADJ
bae-9928	275	2	measures	measure	NOUN
bae-9928	275	3	able	able	ADJ
bae-9928	275	4	to	to	PART
bae-9928	275	5	contemplate	contemplate	VERB
bae-9928	275	6	the	the	DET
bae-9928	275	7	effects	effect	NOUN
bae-9928	275	8	of	of	ADP
bae-9928	275	9	research	research	NOUN
bae-9928	275	10	on	on	ADP
bae-9928	275	11	side	side	NOUN
bae-9928	275	12	aspects	aspect	NOUN
bae-9928	275	13	related	relate	VERB
bae-9928	275	14	to	to	ADP
bae-9928	275	15	the	the	DET
bae-9928	275	16	agricultural	agricultural	ADJ
bae-9928	275	17	production	production	NOUN
bae-9928	275	18	processes	process	NOUN
bae-9928	275	19	could	could	AUX
bae-9928	275	20	be	be	AUX
bae-9928	275	21	investigated	investigate	VERB
bae-9928	275	22	,	,	PUNCT
bae-9928	275	23	such	such	ADJ
bae-9928	275	24	as	as	ADP
bae-9928	275	25	the	the	DET
bae-9928	275	26	societal	societal	ADJ
bae-9928	275	27	value	value	NOUN
bae-9928	275	28	of	of	ADP
bae-9928	275	29	the	the	DET
bae-9928	275	30	provision	provision	NOUN
bae-9928	275	31	of	of	ADP
bae-9928	275	32	public	public	ADJ
bae-9928	275	33	goods	good	NOUN
bae-9928	275	34	or	or	CCONJ
bae-9928	275	35	the	the	DET
bae-9928	275	36	environmental	environmental	ADJ
bae-9928	275	37	protection	protection	NOUN
bae-9928	275	38	,	,	PUNCT
bae-9928	275	39	such	such	ADJ
bae-9928	275	40	that	that	SCONJ
bae-9928	275	41	even	even	ADV
bae-9928	275	42	the	the	DET
bae-9928	275	43	relative	relative	ADJ
bae-9928	275	44	ror	ror	NOUN
bae-9928	275	45	would	would	AUX
bae-9928	275	46	be	be	AUX
bae-9928	275	47	much	much	ADV
bae-9928	275	48	more	more	ADJ
bae-9928	275	49	representative	representative	NOUN
bae-9928	275	50	of	of	ADP
bae-9928	275	51	broader	broad	ADJ
bae-9928	275	52	research	research	NOUN
bae-9928	275	53	efforts	effort	NOUN
bae-9928	275	54	.	.	PUNCT
bae-9928	276	1	all	all	DET
bae-9928	276	2	these	these	DET
bae-9928	276	3	aspects	aspect	NOUN
bae-9928	276	4	and	and	CCONJ
bae-9928	276	5	dynamics	dynamic	NOUN
bae-9928	276	6	require	require	VERB
bae-9928	276	7	a	a	DET
bae-9928	276	8	deeper	deep	ADJ
bae-9928	276	9	analysis	analysis	NOUN
bae-9928	276	10	and	and	CCONJ
bae-9928	276	11	could	could	AUX
bae-9928	276	12	be	be	AUX
bae-9928	276	13	the	the	DET
bae-9928	276	14	subject	subject	NOUN
bae-9928	276	15	of	of	ADP
bae-9928	276	16	further	further	ADJ
bae-9928	276	17	investigations	investigation	NOUN
bae-9928	276	18	in	in	ADP
bae-9928	276	19	the	the	DET
bae-9928	276	20	years	year	NOUN
bae-9928	276	21	to	to	PART
bae-9928	276	22	come	come	VERB
bae-9928	276	23	,	,	PUNCT
bae-9928	276	24	especially	especially	ADV
bae-9928	276	25	as	as	SCONJ
bae-9928	276	26	they	they	PRON
bae-9928	276	27	would	would	AUX
bae-9928	276	28	need	need	VERB
bae-9928	276	29	better	well	ADJ
bae-9928	276	30	data	datum	NOUN
bae-9928	276	31	than	than	ADP
bae-9928	276	32	those	those	PRON
bae-9928	276	33	currently	currently	ADV
bae-9928	276	34	available	available	ADJ
bae-9928	276	35	.	.	PUNCT
bae-9928	277	1	7	7	X
bae-9928	277	2	.	.	X
bae-9928	277	3	conclusions	conclusion	NOUN
bae-9928	277	4	in	in	ADP
bae-9928	277	5	this	this	DET
bae-9928	277	6	paper	paper	NOUN
bae-9928	277	7	we	we	PRON
bae-9928	277	8	analyse	analyse	VERB
bae-9928	277	9	the	the	DET
bae-9928	277	10	impact	impact	NOUN
bae-9928	277	11	of	of	ADP
bae-9928	277	12	public	public	ADJ
bae-9928	277	13	r&d	r&d	NOUN
bae-9928	277	14	on	on	ADP
bae-9928	277	15	agricultural	agricultural	ADJ
bae-9928	277	16	productivity	productivity	NOUN
bae-9928	277	17	at	at	ADP
bae-9928	277	18	the	the	DET
bae-9928	277	19	aggregate	aggregate	ADJ
bae-9928	277	20	level	level	NOUN
bae-9928	277	21	,	,	PUNCT
bae-9928	277	22	by	by	ADP
bae-9928	277	23	using	use	VERB
bae-9928	277	24	data	datum	NOUN
bae-9928	277	25	from	from	ADP
bae-9928	277	26	16	16	NUM
bae-9928	277	27	countries	country	NOUN
bae-9928	277	28	,	,	PUNCT
bae-9928	277	29	that	that	PRON
bae-9928	277	30	can	can	AUX
bae-9928	277	31	be	be	AUX
bae-9928	277	32	considered	consider	VERB
bae-9928	277	33	as	as	ADP
bae-9928	277	34	representative	representative	NOUN
bae-9928	277	35	,	,	PUNCT
bae-9928	277	36	in	in	ADP
bae-9928	277	37	aggregated	aggregated	ADJ
bae-9928	277	38	terms	term	NOUN
bae-9928	277	39	,	,	PUNCT
bae-9928	277	40	of	of	ADP
bae-9928	277	41	the	the	DET
bae-9928	277	42	european	european	ADJ
bae-9928	277	43	agricultural	agricultural	ADJ
bae-9928	277	44	sector	sector	NOUN
bae-9928	277	45	.	.	PUNCT
bae-9928	278	1	based	base	VERB
bae-9928	278	2	on	on	ADP
bae-9928	278	3	this	this	PRON
bae-9928	278	4	,	,	PUNCT
bae-9928	278	5	we	we	PRON
bae-9928	278	6	estimate	estimate	VERB
bae-9928	278	7	the	the	DET
bae-9928	278	8	ror	ror	NOUN
bae-9928	278	9	of	of	ADP
bae-9928	278	10	public	public	ADJ
bae-9928	278	11	research	research	NOUN
bae-9928	278	12	expenditure	expenditure	NOUN
bae-9928	278	13	in	in	ADP
bae-9928	278	14	europe	europe	PROPN
bae-9928	278	15	.	.	PUNCT
bae-9928	279	1	our	our	PRON
bae-9928	279	2	results	result	NOUN
bae-9928	279	3	add	add	VERB
bae-9928	279	4	updated	update	VERB
bae-9928	279	5	empirical	empirical	ADJ
bae-9928	279	6	information	information	NOUN
bae-9928	279	7	on	on	ADP
bae-9928	279	8	the	the	DET
bae-9928	279	9	topic	topic	NOUN
bae-9928	279	10	,	,	PUNCT
bae-9928	279	11	by	by	ADP
bae-9928	279	12	widening	widen	VERB
bae-9928	279	13	both	both	CCONJ
bae-9928	279	14	the	the	DET
bae-9928	279	15	period	period	NOUN
bae-9928	279	16	of	of	ADP
bae-9928	279	17	analysis	analysis	NOUN
bae-9928	279	18	and	and	CCONJ
bae-9928	279	19	the	the	DET
bae-9928	279	20	territorial	territorial	ADJ
bae-9928	279	21	coverage	coverage	NOUN
bae-9928	279	22	at	at	ADP
bae-9928	279	23	the	the	DET
bae-9928	279	24	european	european	ADJ
bae-9928	279	25	level	level	NOUN
bae-9928	279	26	as	as	ADP
bae-9928	279	27	compared	compare	VERB
bae-9928	279	28	to	to	ADP
bae-9928	279	29	existing	exist	VERB
bae-9928	279	30	studies	study	NOUN
bae-9928	279	31	.	.	PUNCT
bae-9928	280	1	the	the	DET
bae-9928	280	2	results	result	NOUN
bae-9928	280	3	corroborate	corroborate	VERB
bae-9928	280	4	the	the	DET
bae-9928	280	5	hypothesis	hypothesis	NOUN
bae-9928	280	6	that	that	PRON
bae-9928	280	7	,	,	PUNCT
bae-9928	280	8	on	on	ADP
bae-9928	280	9	average	average	ADJ
bae-9928	280	10	,	,	PUNCT
bae-9928	280	11	research	research	NOUN
bae-9928	280	12	expenditure	expenditure	NOUN
bae-9928	280	13	has	have	VERB
bae-9928	280	14	a	a	DET
bae-9928	280	15	generally	generally	ADV
bae-9928	280	16	positive	positive	ADJ
bae-9928	280	17	impact	impact	NOUN
bae-9928	280	18	on	on	ADP
bae-9928	280	19	productivity	productivity	NOUN
bae-9928	280	20	,	,	PUNCT
bae-9928	280	21	which	which	PRON
bae-9928	280	22	yields	yield	VERB
bae-9928	280	23	a	a	DET
bae-9928	280	24	relevant	relevant	ADJ
bae-9928	280	25	ror	ror	NOUN
bae-9928	280	26	.	.	PUNCT
bae-9928	281	1	our	our	PRON
bae-9928	281	2	estimates	estimate	NOUN
bae-9928	281	3	show	show	VERB
bae-9928	281	4	returns	return	NOUN
bae-9928	281	5	of	of	ADP
bae-9928	281	6	public	public	ADJ
bae-9928	281	7	r&d	r&d	NOUN
bae-9928	281	8	investments	investment	NOUN
bae-9928	281	9	on	on	ADP
bae-9928	281	10	agricultural	agricultural	ADJ
bae-9928	281	11	productivity	productivity	NOUN
bae-9928	281	12	of	of	ADP
bae-9928	281	13	between	between	ADP
bae-9928	281	14	6.5	6.5	NUM
bae-9928	281	15	%	%	NOUN
bae-9928	281	16	and	and	CCONJ
bae-9928	281	17	15.2	15.2	NUM
bae-9928	281	18	%	%	NOUN
bae-9928	281	19	,	,	PUNCT
bae-9928	281	20	varying	vary	VERB
bae-9928	281	21	according	accord	VERB
bae-9928	281	22	to	to	ADP
bae-9928	281	23	model	model	NOUN
bae-9928	281	24	specifications	specification	NOUN
bae-9928	281	25	and	and	CCONJ
bae-9928	281	26	computation	computation	NOUN
bae-9928	281	27	techniques	technique	NOUN
bae-9928	281	28	.	.	PUNCT
bae-9928	282	1	these	these	DET
bae-9928	282	2	results	result	NOUN
bae-9928	282	3	are	be	AUX
bae-9928	282	4	consistent	consistent	ADJ
bae-9928	282	5	with	with	ADP
bae-9928	282	6	other	other	ADJ
bae-9928	282	7	estimates	estimate	NOUN
bae-9928	282	8	from	from	ADP
bae-9928	282	9	the	the	DET
bae-9928	282	10	literature	literature	NOUN
bae-9928	282	11	,	,	PUNCT
bae-9928	282	12	though	though	SCONJ
bae-9928	282	13	lower	low	ADJ
bae-9928	282	14	than	than	ADP
bae-9928	282	15	results	result	NOUN
bae-9928	282	16	from	from	ADP
bae-9928	282	17	the	the	DET
bae-9928	282	18	us	us	PROPN
bae-9928	282	19	.	.	PUNCT
bae-9928	283	1	the	the	DET
bae-9928	283	2	time	time	NOUN
bae-9928	283	3	lags	lag	VERB
bae-9928	283	4	are	be	AUX
bae-9928	283	5	shorter	short	ADJ
bae-9928	283	6	than	than	SCONJ
bae-9928	283	7	reported	report	VERB
bae-9928	283	8	by	by	ADP
bae-9928	283	9	most	most	ADJ
bae-9928	283	10	of	of	ADP
bae-9928	283	11	the	the	DET
bae-9928	283	12	us	us	PROPN
bae-9928	283	13	literature	literature	NOUN
bae-9928	283	14	.	.	PUNCT
bae-9928	284	1	the	the	DET
bae-9928	284	2	general	general	ADJ
bae-9928	284	3	policy	policy	NOUN
bae-9928	284	4	message	message	NOUN
bae-9928	284	5	from	from	ADP
bae-9928	284	6	this	this	DET
bae-9928	284	7	paper	paper	NOUN
bae-9928	284	8	is	be	AUX
bae-9928	284	9	that	that	SCONJ
bae-9928	284	10	the	the	DET
bae-9928	284	11	return	return	NOUN
bae-9928	284	12	on	on	ADP
bae-9928	284	13	public	public	ADJ
bae-9928	284	14	research	research	NOUN
bae-9928	284	15	expenditure	expenditure	NOUN
bae-9928	284	16	justifies	justify	VERB
bae-9928	284	17	investments	investment	NOUN
bae-9928	284	18	in	in	ADP
bae-9928	284	19	agricultural	agricultural	ADJ
bae-9928	284	20	research	research	NOUN
bae-9928	284	21	,	,	PUNCT
bae-9928	284	22	especially	especially	ADV
bae-9928	284	23	considering	consider	VERB
bae-9928	284	24	the	the	DET
bae-9928	284	25	low	low	ADJ
bae-9928	284	26	return	return	NOUN
bae-9928	284	27	from	from	ADP
bae-9928	284	28	alternative	alternative	ADJ
bae-9928	284	29	investments	investment	NOUN
bae-9928	284	30	in	in	ADP
bae-9928	284	31	the	the	DET
bae-9928	284	32	current	current	ADJ
bae-9928	284	33	stage	stage	NOUN
bae-9928	284	34	of	of	ADP
bae-9928	284	35	the	the	DET
bae-9928	284	36	economic	economic	ADJ
bae-9928	284	37	cycle	cycle	NOUN
bae-9928	284	38	.	.	PUNCT
bae-9928	285	1	at	at	ADP
bae-9928	285	2	the	the	DET
bae-9928	285	3	same	same	ADJ
bae-9928	285	4	time	time	NOUN
bae-9928	285	5	,	,	PUNCT
bae-9928	285	6	the	the	DET
bae-9928	285	7	level	level	NOUN
bae-9928	285	8	and	and	CCONJ
bae-9928	285	9	variability	variability	NOUN
bae-9928	285	10	of	of	ADP
bae-9928	285	11	return	return	NOUN
bae-9928	285	12	according	accord	VERB
bae-9928	285	13	to	to	ADP
bae-9928	285	14	different	different	ADJ
bae-9928	285	15	estimation	estimation	NOUN
bae-9928	285	16	methods	method	NOUN
bae-9928	285	17	and	and	CCONJ
bae-9928	285	18	different	different	ADJ
bae-9928	285	19	countries	country	NOUN
bae-9928	285	20	/	/	SYM
bae-9928	285	21	sectors	sector	NOUN
bae-9928	285	22	hints	hint	NOUN
bae-9928	285	23	at	at	ADP
bae-9928	285	24	the	the	DET
bae-9928	285	25	need	need	NOUN
bae-9928	285	26	for	for	ADP
bae-9928	285	27	a	a	DET
bae-9928	285	28	careful	careful	ADJ
bae-9928	285	29	evaluation	evaluation	NOUN
bae-9928	285	30	of	of	ADP
bae-9928	285	31	expenditures	expenditure	NOUN
bae-9928	285	32	at	at	ADP
bae-9928	285	33	the	the	DET
bae-9928	285	34	stage	stage	NOUN
bae-9928	285	35	of	of	ADP
bae-9928	285	36	programme	programme	NOUN
bae-9928	285	37	/	/	SYM
bae-9928	285	38	project	project	NOUN
bae-9928	285	39	funding	funding	NOUN
bae-9928	285	40	.	.	PUNCT
bae-9928	286	1	this	this	PRON
bae-9928	286	2	would	would	AUX
bae-9928	286	3	require	require	VERB
bae-9928	286	4	a	a	DET
bae-9928	286	5	more	more	ADV
bae-9928	286	6	detailed	detailed	ADJ
bae-9928	286	7	ex	ex	ADJ
bae-9928	286	8	-	-	NOUN
bae-9928	286	9	ante	ante	ADJ
bae-9928	286	10	evaluation	evaluation	NOUN
bae-9928	286	11	of	of	ADP
bae-9928	286	12	expected	expect	VERB
bae-9928	286	13	returns	return	NOUN
bae-9928	286	14	,	,	PUNCT
bae-9928	286	15	but	but	CCONJ
bae-9928	286	16	also	also	ADV
bae-9928	286	17	attention	attention	NOUN
bae-9928	286	18	to	to	ADP
bae-9928	286	19	the	the	DET
bae-9928	286	20	widest	wide	ADJ
bae-9928	286	21	range	range	NOUN
bae-9928	286	22	of	of	ADP
bae-9928	286	23	priorities	priority	NOUN
bae-9928	286	24	by	by	ADP
bae-9928	286	25	policies	policy	NOUN
bae-9928	286	26	(	(	PUNCT
bae-9928	286	27	beyond	beyond	ADP
bae-9928	286	28	productivity	productivity	NOUN
bae-9928	286	29	)	)	PUNCT
bae-9928	286	30	,	,	PUNCT
bae-9928	286	31	more	more	ADJ
bae-9928	286	32	attention	attention	NOUN
bae-9928	286	33	to	to	ADP
bae-9928	286	34	targeting	target	VERB
bae-9928	286	35	of	of	ADP
bae-9928	286	36	expenditure	expenditure	NOUN
bae-9928	286	37	as	as	ADV
bae-9928	286	38	well	well	ADV
bae-9928	286	39	as	as	ADP
bae-9928	286	40	greater	great	ADJ
bae-9928	286	41	attention	attention	NOUN
bae-9928	286	42	to	to	ADP
bae-9928	286	43	factors	factor	NOUN
bae-9928	286	44	that	that	PRON
bae-9928	286	45	enable	enable	VERB
bae-9928	286	46	fast	fast	ADJ
bae-9928	286	47	and	and	CCONJ
bae-9928	286	48	effective	effective	ADJ
bae-9928	286	49	research	research	NOUN
bae-9928	286	50	impact	impact	NOUN
bae-9928	286	51	.	.	PUNCT
bae-9928	287	1	this	this	PRON
bae-9928	287	2	is	be	AUX
bae-9928	287	3	indeed	indeed	ADV
bae-9928	287	4	the	the	DET
bae-9928	287	5	route	route	NOUN
bae-9928	287	6	taken	take	VERB
bae-9928	287	7	by	by	ADP
bae-9928	287	8	current	current	ADJ
bae-9928	287	9	r&d	r&d	NOUN
bae-9928	287	10	funding	funding	NOUN
bae-9928	287	11	policies	policy	NOUN
bae-9928	287	12	at	at	ADP
bae-9928	287	13	the	the	DET
bae-9928	287	14	european	european	ADJ
bae-9928	287	15	level	level	NOUN
bae-9928	287	16	.	.	PUNCT
bae-9928	288	1	the	the	DET
bae-9928	288	2	analysis	analysis	NOUN
bae-9928	288	3	has	have	VERB
bae-9928	288	4	limitations	limitation	NOUN
bae-9928	288	5	related	relate	VERB
bae-9928	288	6	to	to	ADP
bae-9928	288	7	data	datum	NOUN
bae-9928	288	8	availability	availability	NOUN
bae-9928	288	9	,	,	PUNCT
bae-9928	288	10	especially	especially	ADV
bae-9928	288	11	concerning	concern	VERB
bae-9928	288	12	research	research	NOUN
bae-9928	288	13	expenditure	expenditure	NOUN
bae-9928	288	14	.	.	PUNCT
bae-9928	289	1	the	the	DET
bae-9928	289	2	main	main	ADJ
bae-9928	289	3	limitations	limitation	NOUN
bae-9928	289	4	concern	concern	NOUN
bae-9928	289	5	the	the	DET
bae-9928	289	6	length	length	NOUN
bae-9928	289	7	of	of	ADP
bae-9928	289	8	the	the	DET
bae-9928	289	9	available	available	ADJ
bae-9928	289	10	time	time	NOUN
bae-9928	289	11	series	series	NOUN
bae-9928	289	12	and	and	CCONJ
bae-9928	289	13	the	the	DET
bae-9928	289	14	level	level	NOUN
bae-9928	289	15	of	of	ADP
bae-9928	289	16	standardisation	standardisation	NOUN
bae-9928	289	17	(	(	PUNCT
bae-9928	289	18	comparability	comparability	NOUN
bae-9928	289	19	over	over	ADP
bae-9928	289	20	time	time	NOUN
bae-9928	289	21	and	and	CCONJ
bae-9928	289	22	space	space	NOUN
bae-9928	289	23	)	)	PUNCT
bae-9928	289	24	of	of	ADP
bae-9928	289	25	expenditure	expenditure	NOUN
bae-9928	289	26	data	datum	NOUN
bae-9928	289	27	.	.	PUNCT
bae-9928	290	1	this	this	PRON
bae-9928	290	2	also	also	ADV
bae-9928	290	3	reflects	reflect	VERB
bae-9928	290	4	on	on	ADP
bae-9928	290	5	the	the	DET
bae-9928	290	6	methodological	methodological	ADJ
bae-9928	290	7	approach	approach	NOUN
bae-9928	290	8	used	use	VERB
bae-9928	290	9	,	,	PUNCT
bae-9928	290	10	as	as	SCONJ
bae-9928	290	11	the	the	DET
bae-9928	290	12	study	study	NOUN
bae-9928	290	13	was	be	AUX
bae-9928	290	14	carried	carry	VERB
bae-9928	290	15	out	out	ADP
bae-9928	290	16	by	by	ADP
bae-9928	290	17	employing	employ	VERB
bae-9928	290	18	the	the	DET
bae-9928	290	19	most	most	ADV
bae-9928	290	20	suitable	suitable	ADJ
bae-9928	290	21	methodology	methodology	NOUN
bae-9928	290	22	able	able	ADJ
bae-9928	290	23	to	to	PART
bae-9928	290	24	accommodate	accommodate	VERB
bae-9928	290	25	both	both	CCONJ
bae-9928	290	26	the	the	DET
bae-9928	290	27	quality	quality	NOUN
bae-9928	290	28	and	and	CCONJ
bae-9928	290	29	availability	availability	NOUN
bae-9928	290	30	of	of	ADP
bae-9928	290	31	panel	panel	NOUN
bae-9928	290	32	data	datum	NOUN
bae-9928	290	33	.	.	PUNCT
bae-9928	291	1	in	in	ADP
bae-9928	291	2	spite	spite	NOUN
bae-9928	291	3	of	of	ADP
bae-9928	291	4	the	the	DET
bae-9928	291	5	wide	wide	ADJ
bae-9928	291	6	room	room	NOUN
bae-9928	291	7	for	for	ADP
bae-9928	291	8	improvement	improvement	NOUN
bae-9928	291	9	,	,	PUNCT
bae-9928	291	10	this	this	DET
bae-9928	291	11	work	work	NOUN
bae-9928	291	12	should	should	AUX
bae-9928	291	13	be	be	AUX
bae-9928	291	14	useful	useful	ADJ
bae-9928	291	15	as	as	ADP
bae-9928	291	16	a	a	DET
bae-9928	291	17	reference	reference	NOUN
bae-9928	291	18	basis	basis	NOUN
bae-9928	291	19	for	for	ADP
bae-9928	291	20	further	further	ADJ
bae-9928	291	21	studies	study	NOUN
bae-9928	291	22	,	,	PUNCT
bae-9928	291	23	especially	especially	ADV
bae-9928	291	24	for	for	ADP
bae-9928	291	25	evaluating	evaluate	VERB
bae-9928	291	26	the	the	DET
bae-9928	291	27	impact	impact	NOUN
bae-9928	291	28	of	of	ADP
bae-9928	291	29	private	private	ADJ
bae-9928	291	30	r&d	r&d	NOUN
bae-9928	291	31	investments	investment	NOUN
bae-9928	291	32	,	,	PUNCT
bae-9928	291	33	the	the	DET
bae-9928	291	34	role	role	NOUN
bae-9928	291	35	of	of	ADP
bae-9928	291	36	spill	spill	NOUN
bae-9928	291	37	-	-	PUNCT
bae-9928	291	38	overs	over	NOUN
bae-9928	291	39	as	as	ADV
bae-9928	291	40	well	well	ADV
bae-9928	291	41	as	as	ADP
bae-9928	291	42	the	the	DET
bae-9928	291	43	effects	effect	NOUN
bae-9928	291	44	of	of	ADP
bae-9928	291	45	cap	cap	NOUN
bae-9928	291	46	reforms	reform	NOUN
bae-9928	291	47	on	on	ADP
bae-9928	291	48	agricultural	agricultural	ADJ
bae-9928	291	49	productivity	productivity	NOUN
bae-9928	291	50	,	,	PUNCT
bae-9928	291	51	both	both	CCONJ
bae-9928	291	52	at	at	ADP
bae-9928	291	53	the	the	DET
bae-9928	291	54	country	country	NOUN
bae-9928	291	55	and	and	CCONJ
bae-9928	291	56	european	european	ADJ
bae-9928	291	57	levels	level	NOUN
bae-9928	291	58	.	.	PUNCT
bae-9928	292	1	an	an	DET
bae-9928	292	2	additional	additional	ADJ
bae-9928	292	3	pathway	pathway	NOUN
bae-9928	292	4	for	for	ADP
bae-9928	292	5	further	further	ADJ
bae-9928	292	6	research	research	NOUN
bae-9928	292	7	is	be	AUX
bae-9928	292	8	to	to	PART
bae-9928	292	9	take	take	VERB
bae-9928	292	10	into	into	ADP
bae-9928	292	11	account	account	NOUN
bae-9928	292	12	the	the	DET
bae-9928	292	13	diversity	diversity	NOUN
bae-9928	292	14	characterising	characterise	VERB
bae-9928	292	15	the	the	DET
bae-9928	292	16	research	research	NOUN
bae-9928	292	17	policies	policy	NOUN
bae-9928	292	18	of	of	ADP
bae-9928	292	19	different	different	ADJ
bae-9928	292	20	european	european	ADJ
bae-9928	292	21	countries	country	NOUN
bae-9928	292	22	.	.	PUNCT
bae-9928	293	1	a	a	DET
bae-9928	293	2	satisfactory	satisfactory	ADJ
bae-9928	293	3	exploration	exploration	NOUN
bae-9928	293	4	of	of	ADP
bae-9928	293	5	these	these	DET
bae-9928	293	6	routes	route	NOUN
bae-9928	293	7	will	will	AUX
bae-9928	293	8	require	require	VERB
bae-9928	293	9	consistent	consistent	ADJ
bae-9928	293	10	improvements	improvement	NOUN
bae-9928	293	11	in	in	ADP
bae-9928	293	12	the	the	DET
bae-9928	293	13	availability	availability	NOUN
bae-9928	293	14	of	of	ADP
bae-9928	293	15	methodologies	methodology	NOUN
bae-9928	293	16	and	and	CCONJ
bae-9928	293	17	datasets	dataset	NOUN
bae-9928	293	18	,	,	PUNCT
bae-9928	293	19	with	with	ADP
bae-9928	293	20	a	a	DET
bae-9928	293	21	strong	strong	ADJ
bae-9928	293	22	priority	priority	NOUN
bae-9928	293	23	for	for	ADP
bae-9928	293	24	the	the	DET
bae-9928	293	25	latter	latter	ADJ
bae-9928	293	26	.	.	PUNCT
bae-9928	294	1	acknowledgement	acknowledgement	NOUN
bae-9928	294	2	this	this	DET
bae-9928	294	3	study	study	NOUN
bae-9928	294	4	was	be	AUX
bae-9928	294	5	conducted	conduct	VERB
bae-9928	294	6	in	in	ADP
bae-9928	294	7	the	the	DET
bae-9928	294	8	framework	framework	NOUN
bae-9928	294	9	of	of	ADP
bae-9928	294	10	the	the	DET
bae-9928	294	11	“	"	PUNCT
bae-9928	294	12	impresa	impresa	NOUN
bae-9928	294	13	”	"	PUNCT
bae-9928	294	14	project	project	NOUN
bae-9928	294	15	,	,	PUNCT
bae-9928	294	16	which	which	PRON
bae-9928	294	17	received	receive	VERB
bae-9928	294	18	funding	funding	NOUN
bae-9928	294	19	from	from	ADP
bae-9928	294	20	the	the	DET
bae-9928	294	21	european	european	PROPN
bae-9928	294	22	community	community	PROPN
bae-9928	294	23	’s	’s	PART
bae-9928	294	24	seventh	seventh	ADJ
bae-9928	294	25	framework	framework	NOUN
bae-9928	294	26	programme	programme	NOUN
bae-9928	294	27	under	under	ADP
bae-9928	294	28	the	the	DET
bae-9928	294	29	ga	ga	PROPN
bae-9928	294	30	609448	609448	NUM
bae-9928	294	31	.	.	PUNCT
bae-9928	295	1	the	the	DET
bae-9928	295	2	content	content	NOUN
bae-9928	295	3	of	of	ADP
bae-9928	295	4	this	this	DET
bae-9928	295	5	study	study	NOUN
bae-9928	295	6	does	do	AUX
bae-9928	295	7	85public	85public	PROPN
bae-9928	295	8	r&d	r&d	PROPN
bae-9928	295	9	and	and	CCONJ
bae-9928	295	10	european	european	ADJ
bae-9928	295	11	agriculture	agriculture	NOUN
bae-9928	295	12	:	:	PUNCT
bae-9928	295	13	impact	impact	NOUN
bae-9928	295	14	on	on	ADP
bae-9928	295	15	productivity	productivity	NOUN
bae-9928	295	16	and	and	CCONJ
bae-9928	295	17	return	return	NOUN
bae-9928	295	18	on	on	ADP
bae-9928	295	19	r&d	r&d	NOUN
bae-9928	295	20	expenditure	expenditure	NOUN
bae-9928	295	21	bio	bio	NOUN
bae-9928	295	22	-	-	PUNCT
bae-9928	295	23	based	base	VERB
bae-9928	295	24	and	and	CCONJ
bae-9928	295	25	applied	apply	VERB
bae-9928	295	26	economics	economic	NOUN
bae-9928	295	27	10(1	10(1	NUM
bae-9928	295	28	):	):	PUNCT
bae-9928	295	29	85	85	NUM
bae-9928	295	30	-	-	SYM
bae-9928	295	31	86	86	NUM
bae-9928	295	32	,	,	PUNCT
bae-9928	295	33	2021	2021	NUM
bae-9928	295	34	|	|	ADV
bae-9928	295	35	e	e	NOUN
bae-9928	295	36	-	-	PROPN
bae-9928	295	37	issn	issn	VERB
bae-9928	295	38	2280	2280	NUM
bae-9928	295	39	-	-	SYM
bae-9928	295	40	6172	6172	NUM
bae-9928	295	41	|	|	ADV
bae-9928	295	42	doi	doi	NOUN
bae-9928	295	43	:	:	PUNCT
bae-9928	295	44	10.36253	10.36253	NUM
bae-9928	295	45	/	/	SYM
bae-9928	295	46	bae-9928	bae-9928	NOUN
bae-9928	295	47	not	not	PART
bae-9928	295	48	necessarily	necessarily	ADV
bae-9928	295	49	reflect	reflect	VERB
bae-9928	295	50	the	the	DET
bae-9928	295	51	official	official	ADJ
bae-9928	295	52	opinion	opinion	NOUN
bae-9928	295	53	of	of	ADP
bae-9928	295	54	the	the	DET
bae-9928	295	55	european	european	PROPN
bae-9928	295	56	union	union	PROPN
bae-9928	295	57	.	.	PUNCT
bae-9928	296	1	responsibility	responsibility	NOUN
bae-9928	296	2	for	for	ADP
bae-9928	296	3	the	the	DET
bae-9928	296	4	information	information	NOUN
bae-9928	296	5	and	and	CCONJ
bae-9928	296	6	views	view	NOUN
bae-9928	296	7	expressed	express	VERB
bae-9928	296	8	in	in	ADP
bae-9928	296	9	the	the	DET
bae-9928	296	10	present	present	ADJ
bae-9928	296	11	paper	paper	NOUN
bae-9928	296	12	lies	lie	VERB
bae-9928	296	13	entirely	entirely	ADV
bae-9928	296	14	with	with	ADP
bae-9928	296	15	the	the	DET
bae-9928	296	16	authors	author	NOUN
bae-9928	296	17	.	.	PUNCT
bae-9928	297	1	references	reference	NOUN
bae-9928	297	2	alene	alene	PROPN
bae-9928	297	3	,	,	PUNCT
bae-9928	297	4	a.	a.	PROPN
bae-9928	297	5	d.	d.	PROPN
bae-9928	297	6	,	,	PUNCT
bae-9928	297	7	and	and	CCONJ
bae-9928	297	8	coulibaly	coulibaly	NOUN
bae-9928	297	9	,	,	PUNCT
bae-9928	297	10	o.	o.	PROPN
bae-9928	297	11	(	(	PUNCT
bae-9928	297	12	2009	2009	NUM
bae-9928	297	13	)	)	PUNCT
bae-9928	297	14	.	.	PUNCT
bae-9928	298	1	the	the	DET
bae-9928	298	2	impact	impact	NOUN
bae-9928	298	3	of	of	ADP
bae-9928	298	4	agricultural	agricultural	ADJ
bae-9928	298	5	research	research	NOUN
bae-9928	298	6	on	on	ADP
bae-9928	298	7	productivity	productivity	NOUN
bae-9928	298	8	and	and	CCONJ
bae-9928	298	9	poverty	poverty	NOUN
bae-9928	298	10	in	in	ADP
bae-9928	298	11	sub	sub	ADJ
bae-9928	298	12	-	-	ADJ
bae-9928	298	13	saharan	saharan	ADJ
bae-9928	298	14	africa	africa	PROPN
bae-9928	298	15	.	.	PUNCT
bae-9928	298	16	 	 	SPACE
bae-9928	298	17	food	food	NOUN
bae-9928	298	18	policy	policy	NOUN
bae-9928	298	19	,	,	PUNCT
bae-9928	298	20	 	 	SPACE
bae-9928	298	21	34(2	34(2	NUM
bae-9928	298	22	):	):	PUNCT
bae-9928	298	23	198	198	NUM
bae-9928	298	24	-	-	SYM
bae-9928	298	25	209	209	NUM
bae-9928	298	26	.	.	PUNCT
bae-9928	299	1	alene	alene	PROPN
bae-9928	299	2	,	,	PUNCT
bae-9928	299	3	a.	a.	PROPN
bae-9928	299	4	d.	d.	PROPN
bae-9928	299	5	(	(	PUNCT
bae-9928	299	6	2010	2010	NUM
bae-9928	299	7	)	)	PUNCT
bae-9928	299	8	.	.	PUNCT
bae-9928	300	1	productivity	productivity	NOUN
bae-9928	300	2	growth	growth	NOUN
bae-9928	300	3	and	and	CCONJ
bae-9928	300	4	the	the	DET
bae-9928	300	5	effects	effect	NOUN
bae-9928	300	6	of	of	ADP
bae-9928	300	7	r&d	r&d	NOUN
bae-9928	300	8	in	in	ADP
bae-9928	300	9	african	african	ADJ
bae-9928	300	10	agriculture	agriculture	NOUN
bae-9928	300	11	.	.	PUNCT
bae-9928	300	12	 	 	SPACE
bae-9928	301	1	agricultural	agricultural	ADJ
bae-9928	301	2	economics	economic	NOUN
bae-9928	301	3	,	,	PUNCT
bae-9928	301	4	 	 	SPACE
bae-9928	301	5	41(3‐4	41(3‐4	NUM
bae-9928	301	6	):	):	PUNCT
bae-9928	301	7	223	223	NUM
bae-9928	301	8	-	-	SYM
bae-9928	301	9	238	238	NUM
bae-9928	301	10	.	.	PUNCT
bae-9928	301	11	ali	ali	PROPN
bae-9928	301	12	,	,	PUNCT
bae-9928	301	13	s.	s.	PROPN
bae-9928	301	14	(	(	PUNCT
bae-9928	301	15	2005	2005	NUM
bae-9928	301	16	)	)	PUNCT
bae-9928	301	17	.	.	PUNCT
bae-9928	302	1	total	total	ADJ
bae-9928	302	2	factor	factor	NOUN
bae-9928	302	3	productivity	productivity	NOUN
bae-9928	302	4	growth	growth	NOUN
bae-9928	302	5	and	and	CCONJ
bae-9928	302	6	agricultural	agricultural	ADJ
bae-9928	302	7	research	research	NOUN
bae-9928	302	8	and	and	CCONJ
bae-9928	302	9	extension	extension	NOUN
bae-9928	302	10	:	:	PUNCT
bae-9928	302	11	an	an	DET
bae-9928	302	12	analysis	analysis	NOUN
bae-9928	302	13	of	of	ADP
bae-9928	302	14	pakistan	pakistan	PROPN
bae-9928	302	15	’s	’s	PART
bae-9928	302	16	agriculture	agriculture	NOUN
bae-9928	302	17	,	,	PUNCT
bae-9928	302	18	1960	1960	NUM
bae-9928	302	19	-	-	SYM
bae-9928	302	20	1996	1996	NUM
bae-9928	302	21	.	.	PUNCT
bae-9928	302	22	  	  	SPACE
bae-9928	303	1	the	the	DET
bae-9928	303	2	pakistan	pakistan	PROPN
bae-9928	303	3	development	development	PROPN
bae-9928	303	4	review	review	PROPN
bae-9928	303	5	,	,	PUNCT
bae-9928	303	6	4(44	4(44	NUM
bae-9928	303	7	):	):	PUNCT
bae-9928	303	8	729	729	NUM
bae-9928	303	9	-	-	SYM
bae-9928	303	10	746	746	NUM
bae-9928	303	11	.	.	PUNCT
bae-9928	304	1	alston	alston	PROPN
bae-9928	304	2	,	,	PUNCT
bae-9928	304	3	j.	j.	PROPN
bae-9928	304	4	m.	m.	PROPN
bae-9928	304	5	(	(	PUNCT
bae-9928	304	6	2018	2018	NUM
bae-9928	304	7	)	)	PUNCT
bae-9928	304	8	.	.	PUNCT
bae-9928	305	1	reflections	reflection	NOUN
bae-9928	305	2	on	on	ADP
bae-9928	305	3	agricultural	agricultural	ADJ
bae-9928	305	4	r&d	r&d	NOUN
bae-9928	305	5	,	,	PUNCT
bae-9928	305	6	productivity	productivity	NOUN
bae-9928	305	7	,	,	PUNCT
bae-9928	305	8	and	and	CCONJ
bae-9928	305	9	the	the	DET
bae-9928	305	10	data	data	NOUN
bae-9928	305	11	constraint	constraint	NOUN
bae-9928	305	12	:	:	PUNCT
bae-9928	305	13	unfinished	unfinished	ADJ
bae-9928	305	14	business	business	NOUN
bae-9928	305	15	,	,	PUNCT
bae-9928	305	16	unsettled	unsettled	ADJ
bae-9928	305	17	issues	issue	NOUN
bae-9928	305	18	.	.	PUNCT
bae-9928	305	19	 	 	SPACE
bae-9928	306	1	american	american	ADJ
bae-9928	306	2	journal	journal	PROPN
bae-9928	306	3	of	of	ADP
bae-9928	306	4	agricultural	agricultural	ADJ
bae-9928	306	5	economics	economic	NOUN
bae-9928	306	6	,	,	PUNCT
bae-9928	306	7	 	 	SPACE
bae-9928	306	8	100(2	100(2	NUM
bae-9928	306	9	):	):	PUNCT
bae-9928	306	10	392	392	NUM
bae-9928	306	11	-	-	SYM
bae-9928	306	12	413	413	NUM
bae-9928	306	13	.	.	PUNCT
bae-9928	307	1	alston	alston	PROPN
bae-9928	307	2	j.	j.	PROPN
bae-9928	307	3	m.	m.	PROPN
bae-9928	307	4	,	,	PUNCT
bae-9928	307	5	chan	chan	PROPN
bae-9928	307	6	-	-	PUNCT
bae-9928	307	7	kang	kang	PROPN
bae-9928	307	8	c.	c.	PROPN
bae-9928	307	9	,	,	PUNCT
bae-9928	307	10	marra	marra	PROPN
bae-9928	307	11	m.	m.	PROPN
bae-9928	307	12	c.	c.	PROPN
bae-9928	307	13	,	,	PUNCT
bae-9928	307	14	pardey	pardey	NOUN
bae-9928	307	15	p.	p.	PROPN
bae-9928	307	16	g.	g.	PROPN
bae-9928	307	17	and	and	CCONJ
bae-9928	307	18	wyatt	wyatt	PROPN
bae-9928	307	19	t.	t.	PROPN
bae-9928	307	20	j.	j.	PROPN
bae-9928	307	21	(	(	PUNCT
bae-9928	307	22	2000	2000	NUM
bae-9928	307	23	)	)	PUNCT
bae-9928	307	24	,	,	PUNCT
bae-9928	307	25	a	a	DET
bae-9928	307	26	meta	meta	NOUN
bae-9928	307	27	-	-	PUNCT
bae-9928	307	28	analysis	analysis	NOUN
bae-9928	307	29	of	of	ADP
bae-9928	307	30	rates	rate	NOUN
bae-9928	307	31	of	of	ADP
bae-9928	307	32	return	return	NOUN
bae-9928	307	33	to	to	ADP
bae-9928	307	34	agricultural	agricultural	ADJ
bae-9928	307	35	r&d	r&d	NOUN
bae-9928	307	36	:	:	PUNCT
bae-9928	307	37	ex	ex	X
bae-9928	307	38	pede	pede	NOUN
bae-9928	307	39	herculem	herculem	NOUN
bae-9928	307	40	?	?	PUNCT
bae-9928	308	1	(	(	PUNCT
bae-9928	308	2	vol	vol	NOUN
bae-9928	308	3	.	.	NOUN
bae-9928	308	4	113	113	NUM
bae-9928	308	5	)	)	PUNCT
bae-9928	308	6	,	,	PUNCT
bae-9928	308	7	ifpri	ifpri	PROPN
bae-9928	308	8	,	,	PUNCT
bae-9928	308	9	washington	washington	PROPN
bae-9928	308	10	,	,	PUNCT
bae-9928	308	11	dc	dc	PROPN
bae-9928	308	12	alston	alston	PROPN
bae-9928	308	13	,	,	PUNCT
bae-9928	308	14	j.	j.	PROPN
bae-9928	308	15	m.	m.	PROPN
bae-9928	308	16	and	and	CCONJ
bae-9928	308	17	james	james	PROPN
bae-9928	308	18	,	,	PUNCT
bae-9928	308	19	j.	j.	PROPN
bae-9928	308	20	s.	s.	PROPN
bae-9928	308	21	(	(	PUNCT
bae-9928	308	22	2002	2002	NUM
bae-9928	308	23	)	)	PUNCT
bae-9928	308	24	.	.	PUNCT
bae-9928	309	1	the	the	DET
bae-9928	309	2	incidence	incidence	NOUN
bae-9928	309	3	of	of	ADP
bae-9928	309	4	agricultural	agricultural	ADJ
bae-9928	309	5	policy	policy	NOUN
bae-9928	309	6	.	.	PUNCT
bae-9928	310	1	handbook	handbook	NOUN
bae-9928	310	2	of	of	ADP
bae-9928	310	3	agricultural	agricultural	ADJ
bae-9928	310	4	economics	economic	NOUN
bae-9928	310	5	,	,	PUNCT
bae-9928	310	6	2	2	NUM
bae-9928	310	7	:	:	PUNCT
bae-9928	310	8	1689	1689	NUM
bae-9928	310	9	-	-	SYM
bae-9928	310	10	1749	1749	NUM
bae-9928	310	11	.	.	PUNCT
bae-9928	311	1	alston	alston	PROPN
bae-9928	311	2	j.	j.	PROPN
bae-9928	311	3	m.	m.	PROPN
bae-9928	311	4	,	,	PUNCT
bae-9928	311	5	babcock	babcock	PROPN
bae-9928	311	6	b.	b.	PROPN
bae-9928	311	7	a.	a.	PROPN
bae-9928	311	8	and	and	CCONJ
bae-9928	311	9	pardey	pardey	PROPN
bae-9928	311	10	p.	p.	PROPN
bae-9928	311	11	g.	g.	PROPN
bae-9928	311	12	(	(	PUNCT
bae-9928	311	13	2010	2010	NUM
bae-9928	311	14	)	)	PUNCT
bae-9928	311	15	,	,	PUNCT
bae-9928	311	16	shifting	shift	VERB
bae-9928	311	17	patterns	pattern	NOUN
bae-9928	311	18	of	of	ADP
bae-9928	311	19	global	global	ADJ
bae-9928	311	20	agricultural	agricultural	ADJ
bae-9928	311	21	productivity	productivity	NOUN
bae-9928	311	22	:	:	PUNCT
bae-9928	311	23	synthesis	synthesis	NOUN
bae-9928	311	24	and	and	CCONJ
bae-9928	311	25	conclusion	conclusion	NOUN
bae-9928	311	26	.	.	PUNCT
bae-9928	312	1	in	in	ADP
bae-9928	312	2	:	:	PUNCT
bae-9928	312	3	alston	alston	PROPN
bae-9928	312	4	j.	j.	PROPN
bae-9928	312	5	m.	m.	PROPN
bae-9928	312	6	,	,	PUNCT
bae-9928	312	7	babcock	babcock	PROPN
bae-9928	312	8	b.	b.	PROPN
bae-9928	312	9	a.	a.	PROPN
bae-9928	312	10	,	,	PUNCT
bae-9928	312	11	pardey	pardey	NOUN
bae-9928	312	12	p.	p.	NOUN
bae-9928	312	13	g.	g.	PROPN
bae-9928	313	1	(	(	PUNCT
bae-9928	313	2	ed	ed	NOUN
bae-9928	313	3	.	.	PUNCT
bae-9928	313	4	)	)	PUNCT
bae-9928	313	5	,	,	PUNCT
bae-9928	313	6	the	the	DET
bae-9928	313	7	shifting	shift	VERB
bae-9928	313	8	patterns	pattern	NOUN
bae-9928	313	9	of	of	ADP
bae-9928	313	10	global	global	ADJ
bae-9928	313	11	agricultural	agricultural	ADJ
bae-9928	313	12	production	production	NOUN
bae-9928	313	13	and	and	CCONJ
bae-9928	313	14	productivity	productivity	NOUN
bae-9928	313	15	worldwide	worldwide	ADV
bae-9928	313	16	,	,	PUNCT
bae-9928	313	17	the	the	DET
bae-9928	313	18	midwest	midwest	PROPN
bae-9928	313	19	agribusiness	agribusiness	PROPN
bae-9928	313	20	trade	trade	PROPN
bae-9928	313	21	research	research	NOUN
bae-9928	313	22	and	and	CCONJ
bae-9928	313	23	information	information	NOUN
bae-9928	313	24	center	center	NOUN
bae-9928	313	25	,	,	PUNCT
bae-9928	313	26	iowa	iowa	PROPN
bae-9928	313	27	state	state	PROPN
bae-9928	313	28	university	university	PROPN
bae-9928	313	29	,	,	PUNCT
bae-9928	313	30	ames	ames	PROPN
bae-9928	313	31	,	,	PUNCT
bae-9928	313	32	ia	ia	PROPN
bae-9928	313	33	alston	alston	PROPN
bae-9928	313	34	,	,	PUNCT
bae-9928	313	35	j.	j.	PROPN
bae-9928	313	36	m.	m.	PROPN
bae-9928	313	37	,	,	PUNCT
bae-9928	313	38	andersen	andersen	PROPN
bae-9928	313	39	,	,	PUNCT
bae-9928	313	40	m.	m.	NOUN
bae-9928	313	41	a.	a.	PROPN
bae-9928	313	42	,	,	PUNCT
bae-9928	313	43	james	james	PROPN
bae-9928	313	44	,	,	PUNCT
bae-9928	313	45	j.	j.	PROPN
bae-9928	313	46	s.	s.	PROPN
bae-9928	313	47	and	and	CCONJ
bae-9928	313	48	pardey	pardey	PROPN
bae-9928	313	49	,	,	PUNCT
bae-9928	313	50	p.	p.	NOUN
bae-9928	313	51	g.	g.	PROPN
bae-9928	314	1	(	(	PUNCT
bae-9928	314	2	2011	2011	NUM
bae-9928	314	3	)	)	PUNCT
bae-9928	314	4	.	.	PUNCT
bae-9928	315	1	the	the	DET
bae-9928	315	2	economic	economic	ADJ
bae-9928	315	3	returns	return	NOUN
bae-9928	315	4	to	to	ADP
bae-9928	315	5	us	we	PRON
bae-9928	315	6	public	public	ADJ
bae-9928	315	7	agricultural	agricultural	ADJ
bae-9928	315	8	research	research	NOUN
bae-9928	315	9	.	.	PUNCT
bae-9928	316	1	american	american	ADJ
bae-9928	316	2	journal	journal	PROPN
bae-9928	316	3	of	of	ADP
bae-9928	316	4	agricultural	agricultural	ADJ
bae-9928	316	5	economics	economic	NOUN
bae-9928	316	6	,	,	PUNCT
bae-9928	316	7	93(5	93(5	NUM
bae-9928	316	8	):	):	PUNCT
bae-9928	316	9	1257	1257	NUM
bae-9928	316	10	-	-	SYM
bae-9928	316	11	1277	1277	NUM
bae-9928	316	12	.	.	PUNCT
bae-9928	317	1	andersen	andersen	PROPN
bae-9928	317	2	,	,	PUNCT
bae-9928	317	3	m.	m.	NOUN
bae-9928	317	4	a.	a.	NOUN
bae-9928	317	5	and	and	CCONJ
bae-9928	317	6	song	song	PROPN
bae-9928	317	7	,	,	PUNCT
bae-9928	317	8	w.	w.	PROPN
bae-9928	317	9	(	(	PUNCT
bae-9928	317	10	2013	2013	NUM
bae-9928	317	11	)	)	PUNCT
bae-9928	317	12	.	.	PUNCT
bae-9928	318	1	the	the	DET
bae-9928	318	2	economic	economic	ADJ
bae-9928	318	3	impact	impact	NOUN
bae-9928	318	4	of	of	ADP
bae-9928	318	5	public	public	ADJ
bae-9928	318	6	agricultural	agricultural	ADJ
bae-9928	318	7	research	research	NOUN
bae-9928	318	8	and	and	CCONJ
bae-9928	318	9	development	development	NOUN
bae-9928	318	10	in	in	ADP
bae-9928	318	11	the	the	DET
bae-9928	318	12	united	united	PROPN
bae-9928	318	13	states	states	PROPN
bae-9928	318	14	.	.	PUNCT
bae-9928	319	1	agricultural	agricultural	ADJ
bae-9928	319	2	economics	economic	NOUN
bae-9928	319	3	,	,	PUNCT
bae-9928	319	4	44(3	44(3	NUM
bae-9928	319	5	):	):	PUNCT
bae-9928	319	6	287	287	NUM
bae-9928	319	7	-	-	SYM
bae-9928	319	8	295	295	NUM
bae-9928	319	9	.	.	PUNCT
bae-9928	320	1	ball	ball	NOUN
bae-9928	320	2	,	,	PUNCT
bae-9928	320	3	v.	v.	PROPN
bae-9928	320	4	e.	e.	PROPN
bae-9928	320	5	,	,	PUNCT
bae-9928	320	6	bureau	bureau	PROPN
bae-9928	320	7	,	,	PUNCT
bae-9928	320	8	j.	j.	PROPN
bae-9928	320	9	c.	c.	PROPN
bae-9928	320	10	,	,	PUNCT
bae-9928	320	11	butault	butault	NOUN
bae-9928	320	12	,	,	PUNCT
bae-9928	320	13	j.	j.	PROPN
bae-9928	320	14	p.	p.	PROPN
bae-9928	320	15	and	and	CCONJ
bae-9928	320	16	nehring	nehring	PROPN
bae-9928	320	17	,	,	PUNCT
bae-9928	320	18	r.	r.	PROPN
bae-9928	320	19	(	(	PUNCT
bae-9928	320	20	2001	2001	NUM
bae-9928	320	21	)	)	PUNCT
bae-9928	320	22	.	.	PUNCT
bae-9928	321	1	levels	level	NOUN
bae-9928	321	2	of	of	ADP
bae-9928	321	3	farm	farm	NOUN
bae-9928	321	4	sector	sector	NOUN
bae-9928	321	5	productivity	productivity	NOUN
bae-9928	321	6	:	:	PUNCT
bae-9928	321	7	an	an	DET
bae-9928	321	8	international	international	ADJ
bae-9928	321	9	comparison	comparison	NOUN
bae-9928	321	10	.	.	PUNCT
bae-9928	321	11	  	  	SPACE
bae-9928	322	1	journal	journal	NOUN
bae-9928	322	2	of	of	ADP
bae-9928	322	3	productivity	productivity	NOUN
bae-9928	322	4	analysis	analysis	NOUN
bae-9928	322	5	,	,	PUNCT
bae-9928	322	6	 	 	SPACE
bae-9928	322	7	15(1	15(1	NUM
bae-9928	322	8	):	):	PUNCT
bae-9928	322	9	5	5	NUM
bae-9928	322	10	-	-	SYM
bae-9928	322	11	29	29	NUM
bae-9928	322	12	.	.	PUNCT
bae-9928	323	1	ball	ball	NOUN
bae-9928	323	2	,	,	PUNCT
bae-9928	323	3	v.	v.	PROPN
bae-9928	323	4	e.	e.	PROPN
bae-9928	323	5	,	,	PUNCT
bae-9928	323	6	butault	butault	PROPN
bae-9928	323	7	,	,	PUNCT
bae-9928	323	8	j.	j.	PROPN
bae-9928	323	9	p.	p.	PROPN
bae-9928	323	10	,	,	PUNCT
bae-9928	323	11	juan	juan	PROPN
bae-9928	323	12	,	,	PUNCT
bae-9928	323	13	c.	c.	PROPN
bae-9928	323	14	s.	s.	PROPN
bae-9928	323	15	and	and	CCONJ
bae-9928	323	16	mora	mora	PROPN
bae-9928	323	17	,	,	PUNCT
bae-9928	323	18	r.	r.	PROPN
bae-9928	323	19	(	(	PUNCT
bae-9928	323	20	2010	2010	NUM
bae-9928	323	21	)	)	PUNCT
bae-9928	323	22	.	.	PUNCT
bae-9928	324	1	productivity	productivity	NOUN
bae-9928	324	2	and	and	CCONJ
bae-9928	324	3	international	international	ADJ
bae-9928	324	4	competitiveness	competitiveness	NOUN
bae-9928	324	5	of	of	ADP
bae-9928	324	6	agriculture	agriculture	NOUN
bae-9928	324	7	in	in	ADP
bae-9928	324	8	the	the	DET
bae-9928	324	9	european	european	PROPN
bae-9928	324	10	union	union	PROPN
bae-9928	324	11	and	and	CCONJ
bae-9928	324	12	the	the	DET
bae-9928	324	13	united	united	PROPN
bae-9928	324	14	states	states	PROPN
bae-9928	324	15	.	.	PUNCT
bae-9928	324	16	 	 	SPACE
bae-9928	324	17	agricultural	agricultural	ADJ
bae-9928	324	18	economics	economic	NOUN
bae-9928	324	19	,	,	PUNCT
bae-9928	324	20	 	 	SPACE
bae-9928	324	21	41(6	41(6	NOUN
bae-9928	324	22	):	):	PUNCT
bae-9928	324	23	611	611	NUM
bae-9928	324	24	-	-	SYM
bae-9928	324	25	627	627	NUM
bae-9928	324	26	davis	davis	PROPN
bae-9928	324	27	,	,	PUNCT
bae-9928	324	28	j.	j.	PROPN
bae-9928	324	29	(	(	PUNCT
bae-9928	324	30	1981	1981	NUM
bae-9928	324	31	)	)	PUNCT
bae-9928	324	32	.	.	PUNCT
bae-9928	325	1	a	a	DET
bae-9928	325	2	comparison	comparison	NOUN
bae-9928	325	3	of	of	ADP
bae-9928	325	4	procedures	procedure	NOUN
bae-9928	325	5	for	for	ADP
bae-9928	325	6	estimating	estimate	VERB
bae-9928	325	7	returns	return	NOUN
bae-9928	325	8	to	to	ADP
bae-9928	325	9	research	research	NOUN
bae-9928	325	10	using	use	VERB
bae-9928	325	11	production	production	NOUN
bae-9928	325	12	functions	function	NOUN
bae-9928	325	13	.	.	PUNCT
bae-9928	326	1	australian	australian	ADJ
bae-9928	326	2	journal	journal	NOUN
bae-9928	326	3	of	of	ADP
bae-9928	326	4	agricultural	agricultural	ADJ
bae-9928	326	5	economics	economic	NOUN
bae-9928	326	6	,	,	PUNCT
bae-9928	326	7	25(1	25(1	NUM
bae-9928	326	8	):	):	PUNCT
bae-9928	326	9	60	60	NUM
bae-9928	326	10	-	-	SYM
bae-9928	326	11	72	72	NUM
bae-9928	326	12	.	.	PUNCT
bae-9928	327	1	duarte	duarte	PROPN
bae-9928	327	2	,	,	PUNCT
bae-9928	327	3	m.	m.	NOUN
bae-9928	327	4	and	and	CCONJ
bae-9928	327	5	restuccia	restuccia	PROPN
bae-9928	327	6	,	,	PUNCT
bae-9928	327	7	d.	d.	PROPN
bae-9928	327	8	(	(	PUNCT
bae-9928	327	9	2010	2010	NUM
bae-9928	327	10	)	)	PUNCT
bae-9928	327	11	.	.	PUNCT
bae-9928	328	1	the	the	DET
bae-9928	328	2	role	role	NOUN
bae-9928	328	3	of	of	ADP
bae-9928	328	4	the	the	DET
bae-9928	328	5	structural	structural	ADJ
bae-9928	328	6	transformation	transformation	NOUN
bae-9928	328	7	in	in	ADP
bae-9928	328	8	aggregate	aggregate	ADJ
bae-9928	328	9	productivity	productivity	NOUN
bae-9928	328	10	.	.	PUNCT
bae-9928	328	11	 	 	SPACE
bae-9928	329	1	the	the	DET
bae-9928	329	2	quarterly	quarterly	ADJ
bae-9928	329	3	journal	journal	NOUN
bae-9928	329	4	of	of	ADP
bae-9928	329	5	economics	economic	NOUN
bae-9928	329	6	,	,	PUNCT
bae-9928	329	7	  	  	SPACE
bae-9928	329	8	125(1	125(1	NUM
bae-9928	329	9	):	):	PUNCT
bae-9928	329	10	129173	129173	NUM
bae-9928	329	11	.	.	PUNCT
bae-9928	330	1	fan	fan	PROPN
bae-9928	330	2	,	,	PUNCT
bae-9928	330	3	s.	s.	PROPN
bae-9928	330	4	(	(	PUNCT
bae-9928	330	5	2000	2000	NUM
bae-9928	330	6	)	)	PUNCT
bae-9928	330	7	.	.	PUNCT
bae-9928	331	1	research	research	NOUN
bae-9928	331	2	investment	investment	NOUN
bae-9928	331	3	and	and	CCONJ
bae-9928	331	4	the	the	DET
bae-9928	331	5	economic	economic	ADJ
bae-9928	331	6	returns	return	NOUN
bae-9928	331	7	to	to	ADP
bae-9928	331	8	chinese	chinese	ADJ
bae-9928	331	9	agricultural	agricultural	ADJ
bae-9928	331	10	research	research	NOUN
bae-9928	331	11	.	.	PUNCT
bae-9928	331	12	  	  	SPACE
bae-9928	332	1	journal	journal	PROPN
bae-9928	332	2	of	of	ADP
bae-9928	332	3	productivity	productivity	NOUN
bae-9928	332	4	analysis	analysis	NOUN
bae-9928	332	5	,	,	PUNCT
bae-9928	332	6	 	 	SPACE
bae-9928	332	7	14(2	14(2	NUM
bae-9928	332	8	):	):	PUNCT
bae-9928	332	9	163	163	NUM
bae-9928	332	10	-	-	SYM
bae-9928	332	11	182	182	NUM
bae-9928	332	12	.	.	PUNCT
bae-9928	333	1	fan	fan	PROPN
bae-9928	333	2	,	,	PUNCT
bae-9928	333	3	s.	s.	PROPN
bae-9928	333	4	,	,	PUNCT
bae-9928	333	5	hazell	hazell	PROPN
bae-9928	333	6	,	,	PUNCT
bae-9928	333	7	p.	p.	NOUN
bae-9928	333	8	and	and	CCONJ
bae-9928	333	9	thorat	thorat	NOUN
bae-9928	333	10	,	,	PUNCT
bae-9928	333	11	s.	s.	PROPN
bae-9928	333	12	(	(	PUNCT
bae-9928	333	13	2000	2000	NUM
bae-9928	333	14	)	)	PUNCT
bae-9928	333	15	.	.	PUNCT
bae-9928	334	1	government	government	NOUN
bae-9928	334	2	spending	spending	NOUN
bae-9928	334	3	,	,	PUNCT
bae-9928	334	4	growth	growth	NOUN
bae-9928	334	5	and	and	CCONJ
bae-9928	334	6	poverty	poverty	NOUN
bae-9928	334	7	in	in	ADP
bae-9928	334	8	rural	rural	ADJ
bae-9928	334	9	india	india	PROPN
bae-9928	334	10	.	.	PUNCT
bae-9928	334	11	 	 	SPACE
bae-9928	335	1	american	american	ADJ
bae-9928	335	2	journal	journal	PROPN
bae-9928	335	3	of	of	ADP
bae-9928	335	4	agricultural	agricultural	ADJ
bae-9928	335	5	economics	economic	NOUN
bae-9928	335	6	,	,	PUNCT
bae-9928	335	7	  	  	SPACE
bae-9928	335	8	82(4	82(4	NUM
bae-9928	335	9	):	):	PUNCT
bae-9928	335	10	10381051	10381051	NUM
bae-9928	335	11	.	.	PUNCT
bae-9928	336	1	fuglie	fuglie	PROPN
bae-9928	336	2	,	,	PUNCT
bae-9928	336	3	k.	k.	PROPN
bae-9928	336	4	(	(	PUNCT
bae-9928	336	5	2016	2016	NUM
bae-9928	336	6	)	)	PUNCT
bae-9928	336	7	.	.	PUNCT
bae-9928	337	1	accounting	account	VERB
bae-9928	337	2	for	for	ADP
bae-9928	337	3	growth	growth	NOUN
bae-9928	337	4	in	in	ADP
bae-9928	337	5	global	global	ADJ
bae-9928	337	6	agriculture	agriculture	NOUN
bae-9928	337	7	.	.	PUNCT
bae-9928	338	1	bio	bio	NOUN
bae-9928	338	2	-	-	PUNCT
bae-9928	338	3	based	base	VERB
bae-9928	338	4	and	and	CCONJ
bae-9928	338	5	applied	apply	VERB
bae-9928	338	6	economics	economic	NOUN
bae-9928	338	7	,	,	PUNCT
bae-9928	338	8	4(3	4(3	NUM
bae-9928	338	9	):	):	PUNCT
bae-9928	338	10	201234	201234	NUM
bae-9928	338	11	galdon	galdon	NOUN
bae-9928	338	12	-	-	PUNCT
bae-9928	338	13	sanchez	sanchez	PROPN
bae-9928	338	14	,	,	PUNCT
bae-9928	338	15	j.	j.	PROPN
bae-9928	338	16	e.	e.	PROPN
bae-9928	338	17	and	and	CCONJ
bae-9928	338	18	schmitz	schmitz	PROPN
bae-9928	338	19	jr	jr	PROPN
bae-9928	338	20	,	,	PUNCT
bae-9928	338	21	j.	j.	PROPN
bae-9928	338	22	a.	a.	PROPN
bae-9928	338	23	(	(	PUNCT
bae-9928	338	24	2002	2002	NUM
bae-9928	338	25	)	)	PUNCT
bae-9928	338	26	.	.	PUNCT
bae-9928	339	1	competitive	competitive	ADJ
bae-9928	339	2	pressure	pressure	NOUN
bae-9928	339	3	and	and	CCONJ
bae-9928	339	4	labor	labor	NOUN
bae-9928	339	5	productivity	productivity	NOUN
bae-9928	339	6	:	:	PUNCT
bae-9928	339	7	world	world	NOUN
bae-9928	339	8	iron	iron	NOUN
bae-9928	339	9	-	-	PUNCT
bae-9928	339	10	ore	ore	NOUN
bae-9928	339	11	markets	market	NOUN
bae-9928	339	12	in	in	ADP
bae-9928	339	13	the	the	DET
bae-9928	339	14	1980	1980	NUM
bae-9928	339	15	’s	’s	NOUN
bae-9928	339	16	.	.	PUNCT
bae-9928	339	17	  	  	SPACE
bae-9928	340	1	american	american	PROPN
bae-9928	340	2	economic	economic	PROPN
bae-9928	340	3	review	review	PROPN
bae-9928	340	4	,	,	PUNCT
bae-9928	340	5	92(4	92(4	NUM
bae-9928	340	6	):	):	PUNCT
bae-9928	340	7	1222	1222	NUM
bae-9928	340	8	-	-	SYM
bae-9928	340	9	1235	1235	NUM
bae-9928	340	10	.	.	PUNCT
bae-9928	341	1	gardner	gardner	PROPN
bae-9928	341	2	,	,	PUNCT
bae-9928	341	3	b.	b.	PROPN
bae-9928	341	4	,	,	PUNCT
bae-9928	341	5	and	and	CCONJ
bae-9928	341	6	lesser	less	ADJ
bae-9928	341	7	,	,	PUNCT
bae-9928	341	8	w.	w.	PROPN
bae-9928	341	9	(	(	PUNCT
bae-9928	341	10	2003	2003	NUM
bae-9928	341	11	)	)	PUNCT
bae-9928	341	12	.	.	PUNCT
bae-9928	342	1	international	international	ADJ
bae-9928	342	2	agricultural	agricultural	ADJ
bae-9928	342	3	research	research	NOUN
bae-9928	342	4	as	as	ADP
bae-9928	342	5	a	a	DET
bae-9928	342	6	global	global	ADJ
bae-9928	342	7	public	public	ADJ
bae-9928	342	8	good	good	NOUN
bae-9928	342	9	.	.	PUNCT
bae-9928	342	10	 	 	SPACE
bae-9928	343	1	american	american	ADJ
bae-9928	343	2	journal	journal	PROPN
bae-9928	343	3	of	of	ADP
bae-9928	343	4	agricultural	agricultural	ADJ
bae-9928	343	5	economics	economic	NOUN
bae-9928	343	6	,	,	PUNCT
bae-9928	343	7	 	 	SPACE
bae-9928	343	8	85(3	85(3	NUM
bae-9928	343	9	):	):	PUNCT
bae-9928	343	10	692	692	NUM
bae-9928	343	11	-	-	SYM
bae-9928	343	12	697	697	NUM
bae-9928	343	13	.	.	PUNCT
bae-9928	344	1	greene	greene	PROPN
bae-9928	344	2	,	,	PUNCT
bae-9928	344	3	w.	w.	PROPN
bae-9928	344	4	h.	h.	PROPN
bae-9928	344	5	(	(	PUNCT
bae-9928	344	6	2003	2003	NUM
bae-9928	344	7	)	)	PUNCT
bae-9928	344	8	.	.	PUNCT
bae-9928	344	9	 	 	SPACE
bae-9928	344	10	econometric	econometric	VERB
bae-9928	344	11	analysis	analysis	NOUN
bae-9928	344	12	.	.	PUNCT
bae-9928	345	1	prentice	prentice	PROPN
bae-9928	345	2	education	education	PROPN
bae-9928	345	3	inc	inc	PROPN
bae-9928	345	4	.	.	PROPN
bae-9928	345	5	,	,	PUNCT
bae-9928	345	6	upper	upper	ADJ
bae-9928	345	7	saddle	saddle	NOUN
bae-9928	345	8	river	river	PROPN
bae-9928	345	9	,	,	PUNCT
bae-9928	345	10	nj	nj	PROPN
bae-9928	345	11	.	.	PUNCT
bae-9928	345	12	griliches	griliches	PROPN
bae-9928	345	13	,	,	PUNCT
bae-9928	345	14	z.	z.	PROPN
bae-9928	345	15	(	(	PUNCT
bae-9928	345	16	1957	1957	NUM
bae-9928	345	17	)	)	PUNCT
bae-9928	345	18	.	.	PUNCT
bae-9928	346	1	hybrid	hybrid	ADJ
bae-9928	346	2	corn	corn	NOUN
bae-9928	346	3	:	:	PUNCT
bae-9928	346	4	an	an	DET
bae-9928	346	5	exploration	exploration	NOUN
bae-9928	346	6	in	in	ADP
bae-9928	346	7	the	the	DET
bae-9928	346	8	economics	economic	NOUN
bae-9928	346	9	of	of	ADP
bae-9928	346	10	technological	technological	ADJ
bae-9928	346	11	change	change	NOUN
bae-9928	346	12	.	.	PUNCT
bae-9928	347	1	econometrica	econometrica	PROPN
bae-9928	347	2	,	,	PUNCT
bae-9928	347	3	25(4	25(4	NOUN
bae-9928	347	4	):	):	PUNCT
bae-9928	347	5	501	501	NUM
bae-9928	347	6	-	-	PUNCT
bae-9928	347	7	522	522	NUM
bae-9928	347	8	griliches	griliche	NOUN
bae-9928	347	9	,	,	PUNCT
bae-9928	347	10	z.	z.	PROPN
bae-9928	347	11	(	(	PUNCT
bae-9928	347	12	1958	1958	NUM
bae-9928	347	13	)	)	PUNCT
bae-9928	347	14	.	.	PUNCT
bae-9928	348	1	research	research	NOUN
bae-9928	348	2	costs	cost	NOUN
bae-9928	348	3	and	and	CCONJ
bae-9928	348	4	social	social	ADJ
bae-9928	348	5	returns	return	NOUN
bae-9928	348	6	:	:	PUNCT
bae-9928	348	7	hybrid	hybrid	ADJ
bae-9928	348	8	corn	corn	NOUN
bae-9928	348	9	and	and	CCONJ
bae-9928	348	10	related	related	ADJ
bae-9928	348	11	innovations	innovation	NOUN
bae-9928	348	12	.	.	PUNCT
bae-9928	349	1	journal	journal	NOUN
bae-9928	349	2	of	of	ADP
bae-9928	349	3	political	political	ADJ
bae-9928	349	4	economy	economy	NOUN
bae-9928	349	5	,	,	PUNCT
bae-9928	349	6	66(5	66(5	NUM
bae-9928	349	7	):	):	PUNCT
bae-9928	349	8	419	419	NUM
bae-9928	349	9	-	-	SYM
bae-9928	349	10	431	431	NUM
bae-9928	349	11	griliches	griliche	NOUN
bae-9928	349	12	,	,	PUNCT
bae-9928	349	13	z.	z.	PROPN
bae-9928	349	14	(	(	PUNCT
bae-9928	349	15	1964	1964	NUM
bae-9928	349	16	)	)	PUNCT
bae-9928	349	17	.	.	PUNCT
bae-9928	350	1	research	research	NOUN
bae-9928	350	2	expenditures	expenditure	NOUN
bae-9928	350	3	,	,	PUNCT
bae-9928	350	4	education	education	NOUN
bae-9928	350	5	,	,	PUNCT
bae-9928	350	6	and	and	CCONJ
bae-9928	350	7	the	the	DET
bae-9928	350	8	aggregate	aggregate	ADJ
bae-9928	350	9	agricultural	agricultural	ADJ
bae-9928	350	10	production	production	NOUN
bae-9928	350	11	function	function	NOUN
bae-9928	350	12	.	.	PUNCT
bae-9928	351	1	american	american	PROPN
bae-9928	351	2	economic	economic	PROPN
bae-9928	351	3	review	review	PROPN
bae-9928	351	4	,	,	PUNCT
bae-9928	351	5	54(6	54(6	NUM
bae-9928	351	6	):	):	PUNCT
bae-9928	351	7	96l–974	96l–974	NUM
bae-9928	351	8	hall	hall	NOUN
bae-9928	351	9	,	,	PUNCT
bae-9928	351	10	b.	b.	PROPN
bae-9928	351	11	h.	h.	PROPN
bae-9928	351	12	,	,	PUNCT
bae-9928	351	13	mairesse	mairesse	NOUN
bae-9928	351	14	,	,	PUNCT
bae-9928	351	15	j.	j.	PROPN
bae-9928	351	16	and	and	CCONJ
bae-9928	351	17	mohnen	mohnen	PROPN
bae-9928	351	18	,	,	PUNCT
bae-9928	351	19	p.	p.	NOUN
bae-9928	351	20	(	(	PUNCT
bae-9928	351	21	2010	2010	NUM
bae-9928	351	22	)	)	PUNCT
bae-9928	351	23	.	.	PUNCT
bae-9928	352	1	measuring	measure	VERB
bae-9928	352	2	the	the	DET
bae-9928	352	3	returns	return	NOUN
bae-9928	352	4	to	to	ADP
bae-9928	352	5	r&d	r&d	NOUN
bae-9928	352	6	.	.	PUNCT
bae-9928	353	1	handbook	handbook	NOUN
bae-9928	353	2	of	of	ADP
bae-9928	353	3	the	the	DET
bae-9928	353	4	economics	economic	NOUN
bae-9928	353	5	of	of	ADP
bae-9928	353	6	innovation	innovation	NOUN
bae-9928	353	7	,	,	PUNCT
bae-9928	353	8	 	 	SPACE
bae-9928	353	9	2	2	NUM
bae-9928	353	10	:	:	PUNCT
bae-9928	353	11	1033	1033	NUM
bae-9928	353	12	-	-	SYM
bae-9928	353	13	1082	1082	NUM
bae-9928	353	14	.	.	PUNCT
bae-9928	354	1	hurley	hurley	PROPN
bae-9928	354	2	,	,	PUNCT
bae-9928	354	3	t.	t.	NOUN
bae-9928	354	4	m.	m.	PROPN
bae-9928	354	5	,	,	PUNCT
bae-9928	354	6	rao	rao	PROPN
bae-9928	354	7	,	,	PUNCT
bae-9928	354	8	x.	x.	NOUN
bae-9928	354	9	and	and	CCONJ
bae-9928	354	10	pardey	pardey	PROPN
bae-9928	354	11	,	,	PUNCT
bae-9928	354	12	p.	p.	NOUN
bae-9928	354	13	g.	g.	PROPN
bae-9928	355	1	(	(	PUNCT
bae-9928	355	2	2014	2014	NUM
bae-9928	355	3	)	)	PUNCT
bae-9928	355	4	.	.	PUNCT
bae-9928	356	1	re	re	VERB
bae-9928	356	2	-	-	VERB
bae-9928	356	3	examining	examine	VERB
bae-9928	356	4	the	the	DET
bae-9928	356	5	reported	report	VERB
bae-9928	356	6	rates	rate	NOUN
bae-9928	356	7	of	of	ADP
bae-9928	356	8	return	return	NOUN
bae-9928	356	9	to	to	ADP
bae-9928	356	10	food	food	NOUN
bae-9928	356	11	and	and	CCONJ
bae-9928	356	12	agricultural	agricultural	ADJ
bae-9928	356	13	research	research	NOUN
bae-9928	356	14	and	and	CCONJ
bae-9928	356	15	development	development	NOUN
bae-9928	356	16	.	.	PUNCT
bae-9928	357	1	american	american	ADJ
bae-9928	357	2	journal	journal	PROPN
bae-9928	357	3	of	of	ADP
bae-9928	357	4	agricultural	agricultural	ADJ
bae-9928	357	5	economics	economic	NOUN
bae-9928	357	6	,	,	PUNCT
bae-9928	357	7	96(5	96(5	NUM
bae-9928	357	8	):	):	PUNCT
bae-9928	357	9	1492	1492	NUM
bae-9928	357	10	-	-	SYM
bae-9928	357	11	1504	1504	NUM
bae-9928	357	12	.	.	PUNCT
bae-9928	358	1	hurley	hurley	PROPN
bae-9928	358	2	,	,	PUNCT
bae-9928	358	3	t.	t.	NOUN
bae-9928	358	4	m.	m.	NOUN
bae-9928	358	5	,	,	PUNCT
bae-9928	358	6	pardey	pardey	PROPN
bae-9928	358	7	,	,	PUNCT
bae-9928	358	8	p.	p.	NOUN
bae-9928	358	9	g.	g.	PROPN
bae-9928	358	10	,	,	PUNCT
bae-9928	358	11	rao	rao	PROPN
bae-9928	358	12	,	,	PUNCT
bae-9928	358	13	x.	x.	NOUN
bae-9928	358	14	and	and	CCONJ
bae-9928	358	15	andrade	andrade	PROPN
bae-9928	358	16	,	,	PUNCT
bae-9928	358	17	r.	r.	PROPN
bae-9928	358	18	s.	s.	PROPN
bae-9928	358	19	(	(	PUNCT
bae-9928	358	20	2016a	2016a	NUM
bae-9928	358	21	)	)	PUNCT
bae-9928	358	22	.	.	PUNCT
bae-9928	358	23	  	  	SPACE
bae-9928	358	24	returns	return	NOUN
bae-9928	358	25	to	to	ADP
bae-9928	358	26	food	food	NOUN
bae-9928	358	27	and	and	CCONJ
bae-9928	358	28	agricultural	agricultural	ADJ
bae-9928	358	29	r&d	r&d	NOUN
bae-9928	358	30	investments	investment	NOUN
bae-9928	358	31	worldwide	worldwide	ADV
bae-9928	358	32	,	,	PUNCT
bae-9928	358	33	1958	1958	NUM
bae-9928	358	34	-	-	SYM
bae-9928	358	35	2015	2015	NUM
bae-9928	358	36	  	  	SPACE
bae-9928	358	37	(	(	PUNCT
bae-9928	358	38	no	no	NOUN
bae-9928	358	39	.	.	NOUN
bae-9928	358	40	249356	249356	NUM
bae-9928	358	41	)	)	PUNCT
bae-9928	358	42	.	.	PUNCT
bae-9928	359	1	university	university	PROPN
bae-9928	359	2	of	of	ADP
bae-9928	359	3	minnesota	minnesota	PROPN
bae-9928	359	4	,	,	PUNCT
bae-9928	359	5	international	international	ADJ
bae-9928	359	6	science	science	NOUN
bae-9928	359	7	and	and	CCONJ
bae-9928	359	8	technology	technology	NOUN
bae-9928	359	9	practice	practice	NOUN
bae-9928	359	10	and	and	CCONJ
bae-9928	359	11	policy	policy	NOUN
bae-9928	359	12	.	.	PUNCT
bae-9928	360	1	hurley	hurley	PROPN
bae-9928	360	2	,	,	PUNCT
bae-9928	360	3	t.	t.	NOUN
bae-9928	360	4	m.	m.	PROPN
bae-9928	360	5	,	,	PUNCT
bae-9928	360	6	rao	rao	PROPN
bae-9928	360	7	,	,	PUNCT
bae-9928	360	8	x.	x.	NOUN
bae-9928	360	9	and	and	CCONJ
bae-9928	360	10	pardey	pardey	PROPN
bae-9928	360	11	,	,	PUNCT
bae-9928	360	12	p.	p.	NOUN
bae-9928	360	13	g.	g.	PROPN
bae-9928	360	14	(	(	PUNCT
bae-9928	360	15	2016b	2016b	NUM
bae-9928	360	16	)	)	PUNCT
bae-9928	360	17	.	.	PUNCT
bae-9928	361	1	reexamining	reexamine	VERB
bae-9928	361	2	the	the	DET
bae-9928	361	3	reported	report	VERB
bae-9928	361	4	rates	rate	NOUN
bae-9928	361	5	of	of	ADP
bae-9928	361	6	return	return	NOUN
bae-9928	361	7	to	to	ADP
bae-9928	361	8	food	food	NOUN
bae-9928	361	9	and	and	CCONJ
bae-9928	361	10	agricultural	agricultural	ADJ
bae-9928	361	11	research	research	NOUN
bae-9928	361	12	and	and	CCONJ
bae-9928	361	13	development	development	NOUN
bae-9928	361	14	:	:	PUNCT
bae-9928	361	15	reply	reply	NOUN
bae-9928	361	16	.	.	PUNCT
bae-9928	362	1	american	american	ADJ
bae-9928	362	2	journal	journal	PROPN
bae-9928	362	3	of	of	ADP
bae-9928	362	4	agricultural	agricultural	ADJ
bae-9928	362	5	economics	economic	NOUN
bae-9928	362	6	,	,	PUNCT
bae-9928	362	7	aaw079	aaw079	PROPN
bae-9928	362	8	86	86	NUM
bae-9928	362	9	bio	bio	PROPN
bae-9928	362	10	-	-	PUNCT
bae-9928	362	11	based	base	VERB
bae-9928	362	12	and	and	CCONJ
bae-9928	362	13	applied	apply	VERB
bae-9928	362	14	economics	economic	NOUN
bae-9928	362	15	10(1	10(1	NUM
bae-9928	362	16	):	):	PUNCT
bae-9928	362	17	86	86	NUM
bae-9928	362	18	-	-	SYM
bae-9928	362	19	86	86	NUM
bae-9928	362	20	,	,	PUNCT
bae-9928	362	21	2021	2021	NUM
bae-9928	362	22	|	|	ADV
bae-9928	362	23	e	e	NOUN
bae-9928	362	24	-	-	PROPN
bae-9928	362	25	issn	issn	VERB
bae-9928	362	26	2280	2280	NUM
bae-9928	362	27	-	-	SYM
bae-9928	362	28	6172	6172	NUM
bae-9928	362	29	|	|	ADV
bae-9928	362	30	doi	doi	NOUN
bae-9928	362	31	:	:	PUNCT
bae-9928	362	32	10.36253	10.36253	NUM
bae-9928	362	33	/	/	SYM
bae-9928	362	34	bae-9928	bae-9928	PROPN
bae-9928	362	35	michele	michele	PROPN
bae-9928	362	36	vollaro	vollaro	PROPN
bae-9928	362	37	,	,	PUNCT
bae-9928	362	38	meri	meri	PROPN
bae-9928	362	39	raggi	raggi	PROPN
bae-9928	362	40	,	,	PUNCT
bae-9928	362	41	davide	davide	PROPN
bae-9928	362	42	viaggi	viaggi	PROPN
bae-9928	362	43	klems	klems	PROPN
bae-9928	362	44	(	(	PUNCT
bae-9928	362	45	2016	2016	NUM
bae-9928	362	46	)	)	PUNCT
bae-9928	362	47	.	.	PUNCT
bae-9928	363	1	http://www.euklems.net/	http://www.euklems.net/	PROPN
bae-9928	363	2	jin	jin	PROPN
bae-9928	363	3	,	,	PUNCT
bae-9928	363	4	y.	y.	PROPN
bae-9928	363	5	and	and	CCONJ
bae-9928	363	6	huffman	huffman	PROPN
bae-9928	363	7	,	,	PUNCT
bae-9928	363	8	w.	w.	PROPN
bae-9928	363	9	e.	e.	PROPN
bae-9928	363	10	(	(	PUNCT
bae-9928	363	11	2016	2016	NUM
bae-9928	363	12	)	)	PUNCT
bae-9928	363	13	.	.	PUNCT
bae-9928	364	1	measuring	measure	VERB
bae-9928	364	2	public	public	ADJ
bae-9928	364	3	agricultural	agricultural	ADJ
bae-9928	364	4	research	research	NOUN
bae-9928	364	5	and	and	CCONJ
bae-9928	364	6	extension	extension	NOUN
bae-9928	364	7	and	and	CCONJ
bae-9928	364	8	estimating	estimate	VERB
bae-9928	364	9	their	their	PRON
bae-9928	364	10	impacts	impact	NOUN
bae-9928	364	11	on	on	ADP
bae-9928	364	12	agricultural	agricultural	ADJ
bae-9928	364	13	productivity	productivity	NOUN
bae-9928	364	14	:	:	PUNCT
bae-9928	364	15	new	new	ADJ
bae-9928	364	16	insights	insight	NOUN
bae-9928	364	17	from	from	ADP
bae-9928	364	18	us	we	PRON
bae-9928	364	19	evidence	evidence	NOUN
bae-9928	364	20	.	.	PUNCT
bae-9928	365	1	agricultural	agricultural	ADJ
bae-9928	365	2	economics	economic	NOUN
bae-9928	365	3	,	,	PUNCT
bae-9928	365	4	47(1	47(1	NUM
bae-9928	365	5	):	):	PUNCT
bae-9928	365	6	15	15	NUM
bae-9928	365	7	-	-	SYM
bae-9928	365	8	31	31	NUM
bae-9928	365	9	.	.	PUNCT
bae-9928	366	1	oehmke	oehmke	NOUN
bae-9928	366	2	,	,	PUNCT
bae-9928	366	3	j.	j.	PROPN
bae-9928	366	4	f.	f.	PROPN
bae-9928	366	5	and	and	CCONJ
bae-9928	366	6	schimmelpfennig	schimmelpfennig	PROPN
bae-9928	366	7	,	,	PUNCT
bae-9928	366	8	d.	d.	PROPN
bae-9928	366	9	e.	e.	PROPN
bae-9928	366	10	(	(	PUNCT
bae-9928	366	11	2004	2004	NUM
bae-9928	366	12	)	)	PUNCT
bae-9928	366	13	.	.	PUNCT
bae-9928	367	1	quantifying	quantify	VERB
bae-9928	367	2	structural	structural	ADJ
bae-9928	367	3	change	change	NOUN
bae-9928	367	4	in	in	ADP
bae-9928	367	5	us	us	PROPN
bae-9928	367	6	agriculture	agriculture	NOUN
bae-9928	367	7	:	:	PUNCT
bae-9928	367	8	the	the	DET
bae-9928	367	9	case	case	NOUN
bae-9928	367	10	of	of	ADP
bae-9928	367	11	research	research	NOUN
bae-9928	367	12	and	and	CCONJ
bae-9928	367	13	productivity	productivity	NOUN
bae-9928	367	14	.	.	PUNCT
bae-9928	367	15	  	  	SPACE
bae-9928	367	16	journal	journal	PROPN
bae-9928	367	17	of	of	ADP
bae-9928	367	18	productivity	productivity	NOUN
bae-9928	367	19	analysis	analysis	NOUN
bae-9928	367	20	,	,	PUNCT
bae-9928	367	21	 	 	SPACE
bae-9928	367	22	21(3	21(3	NUM
bae-9928	367	23	)	)	PUNCT
bae-9928	367	24	,	,	PUNCT
bae-9928	367	25	297	297	NUM
bae-9928	367	26	-	-	SYM
bae-9928	367	27	315	315	NUM
bae-9928	367	28	.	.	PUNCT
bae-9928	368	1	oehmke	oehmke	PROPN
bae-9928	368	2	,	,	PUNCT
bae-9928	368	3	j.f	j.f	PROPN
bae-9928	368	4	.	.	PROPN
bae-9928	368	5	(	(	PUNCT
bae-9928	368	6	2016	2016	NUM
bae-9928	368	7	)	)	PUNCT
bae-9928	368	8	.	.	PUNCT
bae-9928	369	1	re	re	VERB
bae-9928	369	2	-	-	VERB
bae-9928	369	3	examining	examine	VERB
bae-9928	369	4	the	the	DET
bae-9928	369	5	reported	report	VERB
bae-9928	369	6	rates	rate	NOUN
bae-9928	369	7	of	of	ADP
bae-9928	369	8	return	return	NOUN
bae-9928	369	9	to	to	ADP
bae-9928	369	10	food	food	NOUN
bae-9928	369	11	and	and	CCONJ
bae-9928	369	12	agricultural	agricultural	ADJ
bae-9928	369	13	research	research	NOUN
bae-9928	369	14	and	and	CCONJ
bae-9928	369	15	development	development	NOUN
bae-9928	369	16	:	:	PUNCT
bae-9928	369	17	comment	comment	NOUN
bae-9928	369	18	.	.	PUNCT
bae-9928	370	1	american	american	ADJ
bae-9928	370	2	journal	journal	PROPN
bae-9928	370	3	of	of	ADP
bae-9928	370	4	agricultural	agricultural	ADJ
bae-9928	370	5	economics	economic	NOUN
bae-9928	370	6	,	,	PUNCT
bae-9928	370	7	aaw080	aaw080	PROPN
bae-9928	370	8	parente	parente	NOUN
bae-9928	370	9	,	,	PUNCT
bae-9928	370	10	s.	s.	PROPN
bae-9928	370	11	(	(	PUNCT
bae-9928	370	12	2001	2001	NUM
bae-9928	370	13	)	)	PUNCT
bae-9928	370	14	.	.	PUNCT
bae-9928	371	1	the	the	DET
bae-9928	371	2	failure	failure	NOUN
bae-9928	371	3	of	of	ADP
bae-9928	371	4	endogenous	endogenous	ADJ
bae-9928	371	5	growth	growth	NOUN
bae-9928	371	6	.	.	PUNCT
bae-9928	371	7	 	 	SPACE
bae-9928	372	1	knowledge	knowledge	NOUN
bae-9928	372	2	,	,	PUNCT
bae-9928	372	3	technology	technology	NOUN
bae-9928	372	4	&	&	CCONJ
bae-9928	372	5	policy	policy	NOUN
bae-9928	372	6	,	,	PUNCT
bae-9928	372	7	13(4	13(4	NUM
bae-9928	372	8	):	):	PUNCT
bae-9928	372	9	49	49	NUM
bae-9928	372	10	-	-	SYM
bae-9928	372	11	58	58	NUM
bae-9928	372	12	.	.	PUNCT
bae-9928	373	1	pardey	pardey	PROPN
bae-9928	373	2	,	,	PUNCT
bae-9928	373	3	p.	p.	NOUN
bae-9928	373	4	g.	g.	PROPN
bae-9928	373	5	and	and	CCONJ
bae-9928	373	6	craig	craig	PROPN
bae-9928	373	7	,	,	PUNCT
bae-9928	373	8	b.	b.	PROPN
bae-9928	373	9	(	(	PUNCT
bae-9928	373	10	1989	1989	NUM
bae-9928	373	11	)	)	PUNCT
bae-9928	373	12	.	.	PUNCT
bae-9928	374	1	causal	causal	ADJ
bae-9928	374	2	relationships	relationship	NOUN
bae-9928	374	3	between	between	ADP
bae-9928	374	4	public	public	ADJ
bae-9928	374	5	sector	sector	NOUN
bae-9928	374	6	agricultural	agricultural	ADJ
bae-9928	374	7	research	research	NOUN
bae-9928	374	8	expenditures	expenditure	NOUN
bae-9928	374	9	and	and	CCONJ
bae-9928	374	10	output	output	NOUN
bae-9928	374	11	.	.	PUNCT
bae-9928	375	1	american	american	ADJ
bae-9928	375	2	journal	journal	PROPN
bae-9928	375	3	of	of	ADP
bae-9928	375	4	agricultural	agricultural	ADJ
bae-9928	375	5	economics,71(1	economics,71(1	NUM
bae-9928	375	6	):	):	PUNCT
bae-9928	375	7	9	9	NUM
bae-9928	375	8	-	-	SYM
bae-9928	375	9	19	19	NUM
bae-9928	375	10	.	.	PUNCT
bae-9928	376	1	pardey	pardey	PROPN
bae-9928	376	2	,	,	PUNCT
bae-9928	376	3	p.g	p.g	PROPN
bae-9928	376	4	.	.	PROPN
bae-9928	376	5	,	,	PUNCT
bae-9928	376	6	c.	c.	PROPN
bae-9928	376	7	chan	chan	PROPN
bae-9928	376	8	-	-	PUNCT
bae-9928	376	9	kang	kang	PROPN
bae-9928	376	10	,	,	PUNCT
bae-9928	376	11	j.m	j.m	PROPN
bae-9928	376	12	.	.	PROPN
bae-9928	376	13	beddow	beddow	NOUN
bae-9928	376	14	and	and	CCONJ
bae-9928	376	15	dehmer	dehmer	NOUN
bae-9928	376	16	,	,	PUNCT
bae-9928	376	17	s.p	s.p	PROPN
bae-9928	376	18	.	.	PROPN
bae-9928	376	19	(	(	PUNCT
bae-9928	376	20	2016	2016	NUM
bae-9928	376	21	)	)	PUNCT
bae-9928	376	22	.	.	PUNCT
bae-9928	377	1	“	"	PUNCT
bae-9928	377	2	shifting	shift	VERB
bae-9928	377	3	ground	ground	NOUN
bae-9928	377	4	:	:	PUNCT
bae-9928	377	5	food	food	NOUN
bae-9928	377	6	and	and	CCONJ
bae-9928	377	7	agricultural	agricultural	ADJ
bae-9928	377	8	r&d	r&d	NOUN
bae-9928	377	9	spending	spending	NOUN
bae-9928	377	10	worldwide	worldwide	ADV
bae-9928	377	11	,	,	PUNCT
bae-9928	377	12	1960	1960	NUM
bae-9928	377	13	-	-	SYM
bae-9928	377	14	2011	2011	NUM
bae-9928	377	15	.	.	PUNCT
bae-9928	377	16	”	"	PUNCT
bae-9928	378	1	st	st	PROPN
bae-9928	378	2	paul	paul	PROPN
bae-9928	378	3	:	:	PUNCT
bae-9928	378	4	university	university	PROPN
bae-9928	378	5	of	of	ADP
bae-9928	378	6	minnesota	minnesota	PROPN
bae-9928	378	7	,	,	PUNCT
bae-9928	378	8	international	international	ADJ
bae-9928	378	9	science	science	NOUN
bae-9928	378	10	and	and	CCONJ
bae-9928	378	11	technology	technology	NOUN
bae-9928	378	12	practice	practice	NOUN
bae-9928	378	13	and	and	CCONJ
bae-9928	378	14	policy	policy	NOUN
bae-9928	378	15	center	center	NOUN
bae-9928	378	16	.	.	PUNCT
bae-9928	379	1	pardey	pardey	PROPN
bae-9928	379	2	,	,	PUNCT
bae-9928	379	3	p.	p.	NOUN
bae-9928	379	4	g.	g.	PROPN
bae-9928	379	5	,	,	PUNCT
bae-9928	379	6	alston	alston	PROPN
bae-9928	379	7	,	,	PUNCT
bae-9928	379	8	j.	j.	PROPN
bae-9928	379	9	m.	m.	PROPN
bae-9928	379	10	,	,	PUNCT
bae-9928	379	11	chan	chan	PROPN
bae-9928	379	12	-	-	PUNCT
bae-9928	379	13	kang	kang	PROPN
bae-9928	379	14	,	,	PUNCT
bae-9928	379	15	c.	c.	PROPN
bae-9928	379	16	,	,	PUNCT
bae-9928	379	17	hurley	hurley	PROPN
bae-9928	379	18	,	,	PUNCT
bae-9928	379	19	t.	t.	NOUN
bae-9928	379	20	m.	m.	PROPN
bae-9928	379	21	,	,	PUNCT
bae-9928	379	22	andrade	andrade	PROPN
bae-9928	379	23	,	,	PUNCT
bae-9928	379	24	r.	r.	PROPN
bae-9928	379	25	s.	s.	PROPN
bae-9928	379	26	,	,	PUNCT
bae-9928	379	27	dehmer	dehmer	NOUN
bae-9928	379	28	,	,	PUNCT
bae-9928	379	29	s.	s.	PROPN
bae-9928	379	30	p.	p.	PROPN
bae-9928	379	31	,	,	PUNCT
bae-9928	379	32	lee	lee	PROPN
bae-9928	379	33	,	,	PUNCT
bae-9928	379	34	k.	k.	PROPN
bae-9928	379	35	and	and	CCONJ
bae-9928	379	36	rao	rao	PROPN
bae-9928	379	37	,	,	PUNCT
bae-9928	379	38	x.	x.	NOUN
bae-9928	379	39	(	(	PUNCT
bae-9928	379	40	2018	2018	NUM
bae-9928	379	41	)	)	PUNCT
bae-9928	379	42	.	.	PUNCT
bae-9928	380	1	the	the	DET
bae-9928	380	2	shifting	shift	VERB
bae-9928	380	3	structure	structure	NOUN
bae-9928	380	4	of	of	ADP
bae-9928	380	5	agricultural	agricultural	ADJ
bae-9928	380	6	r&d	r&d	NOUN
bae-9928	380	7	:	:	PUNCT
bae-9928	380	8	worldwide	worldwide	ADJ
bae-9928	380	9	investment	investment	NOUN
bae-9928	380	10	patterns	pattern	NOUN
bae-9928	380	11	and	and	CCONJ
bae-9928	380	12	payoffs	payoff	NOUN
bae-9928	380	13	.	.	PUNCT
bae-9928	381	1	in	in	ADP
bae-9928	381	2	 	 	SPACE
bae-9928	381	3	from	from	ADP
bae-9928	381	4	agriscience	agriscience	NOUN
bae-9928	381	5	to	to	ADP
bae-9928	381	6	agribusiness	agribusiness	NOUN
bae-9928	381	7	(	(	PUNCT
bae-9928	381	8	pp	pp	ADJ
bae-9928	381	9	.	.	PUNCT
bae-9928	382	1	13	13	NUM
bae-9928	382	2	-	-	SYM
bae-9928	382	3	39	39	NUM
bae-9928	382	4	)	)	PUNCT
bae-9928	382	5	.	.	PUNCT
bae-9928	383	1	springer	springer	NOUN
bae-9928	383	2	,	,	PUNCT
bae-9928	383	3	cham	cham	PROPN
bae-9928	383	4	.	.	PUNCT
bae-9928	384	1	pedroni	pedroni	NOUN
bae-9928	384	2	,	,	PUNCT
bae-9928	384	3	p.	p.	NOUN
bae-9928	384	4	(	(	PUNCT
bae-9928	384	5	2004	2004	NUM
bae-9928	384	6	)	)	PUNCT
bae-9928	384	7	.	.	PUNCT
bae-9928	385	1	panel	panel	NOUN
bae-9928	385	2	cointegration	cointegration	NOUN
bae-9928	385	3	:	:	PUNCT
bae-9928	385	4	asymptotic	asymptotic	ADJ
bae-9928	385	5	and	and	CCONJ
bae-9928	385	6	finite	finite	ADJ
bae-9928	385	7	sample	sample	NOUN
bae-9928	385	8	properties	property	NOUN
bae-9928	385	9	of	of	ADP
bae-9928	385	10	pooled	pool	VERB
bae-9928	385	11	time	time	NOUN
bae-9928	385	12	series	series	NOUN
bae-9928	385	13	tests	test	VERB
bae-9928	385	14	with	with	ADP
bae-9928	385	15	an	an	DET
bae-9928	385	16	application	application	NOUN
bae-9928	385	17	to	to	ADP
bae-9928	385	18	the	the	DET
bae-9928	385	19	ppp	ppp	NOUN
bae-9928	385	20	hypothesis	hypothesis	NOUN
bae-9928	385	21	.	.	PUNCT
bae-9928	385	22	 	 	SPACE
bae-9928	386	1	econometric	econometric	ADJ
bae-9928	386	2	theory	theory	NOUN
bae-9928	386	3	,	,	PUNCT
bae-9928	386	4	20(03	20(03	NUM
bae-9928	386	5	):	):	PUNCT
bae-9928	386	6	597	597	NUM
bae-9928	386	7	-	-	SYM
bae-9928	386	8	625	625	NUM
bae-9928	386	9	.	.	PUNCT
bae-9928	387	1	piesse	piesse	NOUN
bae-9928	387	2	,	,	PUNCT
bae-9928	387	3	j.	j.	PROPN
bae-9928	387	4	,	,	PUNCT
bae-9928	387	5	and	and	CCONJ
bae-9928	387	6	thirtle	thirtle	ADJ
bae-9928	387	7	c.	c.	NOUN
bae-9928	387	8	(	(	PUNCT
bae-9928	387	9	2010	2010	NUM
bae-9928	387	10	)	)	PUNCT
bae-9928	387	11	,	,	PUNCT
bae-9928	387	12	agricultural	agricultural	ADJ
bae-9928	387	13	r&d	r&d	NOUN
bae-9928	387	14	,	,	PUNCT
bae-9928	387	15	technology	technology	NOUN
bae-9928	387	16	and	and	CCONJ
bae-9928	387	17	productivity	productivity	NOUN
bae-9928	387	18	,	,	PUNCT
bae-9928	387	19	philosophical	philosophical	ADJ
bae-9928	387	20	transactions	transaction	NOUN
bae-9928	387	21	of	of	ADP
bae-9928	387	22	the	the	DET
bae-9928	387	23	royal	royal	ADJ
bae-9928	387	24	society	society	NOUN
bae-9928	387	25	b	b	PROPN
bae-9928	387	26	:	:	PUNCT
bae-9928	387	27	biological	biological	ADJ
bae-9928	387	28	sciences	science	NOUN
bae-9928	387	29	,	,	PUNCT
bae-9928	387	30	n.	n.	NOUN
bae-9928	387	31	365(1554	365(1554	NUM
bae-9928	387	32	)	)	PUNCT
bae-9928	387	33	.	.	PUNCT
bae-9928	388	1	rao	rao	PROPN
bae-9928	388	2	,	,	PUNCT
bae-9928	388	3	x.	x.	PROPN
bae-9928	388	4	,	,	PUNCT
bae-9928	388	5	hurley	hurley	PROPN
bae-9928	388	6	,	,	PUNCT
bae-9928	388	7	t.	t.	NOUN
bae-9928	388	8	m.	m.	NOUN
bae-9928	388	9	and	and	CCONJ
bae-9928	388	10	pardey	pardey	NOUN
bae-9928	388	11	,	,	PUNCT
bae-9928	388	12	p.	p.	NOUN
bae-9928	388	13	g.	g.	PROPN
bae-9928	389	1	(	(	PUNCT
bae-9928	389	2	2016	2016	NUM
bae-9928	389	3	)	)	PUNCT
bae-9928	389	4	.	.	PUNCT
bae-9928	390	1	are	be	AUX
bae-9928	390	2	agricultural	agricultural	ADJ
bae-9928	390	3	r&d	r&d	NOUN
bae-9928	390	4	returns	return	NOUN
bae-9928	390	5	declining	decline	VERB
bae-9928	390	6	and	and	CCONJ
bae-9928	390	7	development	development	NOUN
bae-9928	390	8	dependent	dependent	ADJ
bae-9928	390	9	?	?	PUNCT
bae-9928	391	1	in	in	ADP
bae-9928	391	2	 	 	SPACE
bae-9928	391	3	2016	2016	NUM
bae-9928	391	4	annual	annual	ADJ
bae-9928	391	5	meeting	meeting	NOUN
bae-9928	391	6	,	,	PUNCT
bae-9928	391	7	july	july	PROPN
bae-9928	391	8	31	31	NUM
bae-9928	391	9	-	-	SYM
bae-9928	391	10	august	august	PROPN
bae-9928	391	11	2	2	NUM
bae-9928	391	12	,	,	PUNCT
bae-9928	391	13	2016	2016	NUM
bae-9928	391	14	,	,	PUNCT
bae-9928	391	15	boston	boston	PROPN
bae-9928	391	16	,	,	PUNCT
bae-9928	391	17	massachusetts	massachusetts	PROPN
bae-9928	391	18	 	 	SPACE
bae-9928	391	19	(	(	PUNCT
bae-9928	391	20	no	no	INTJ
bae-9928	391	21	.	.	NOUN
bae-9928	391	22	235962	235962	NUM
bae-9928	391	23	)	)	PUNCT
bae-9928	391	24	.	.	PUNCT
bae-9928	392	1	agricultural	agricultural	ADJ
bae-9928	392	2	and	and	CCONJ
bae-9928	392	3	applied	apply	VERB
bae-9928	392	4	economics	economic	NOUN
bae-9928	392	5	association	association	PROPN
bae-9928	392	6	.	.	PUNCT
bae-9928	393	1	restuccia	restuccia	PROPN
bae-9928	393	2	,	,	PUNCT
bae-9928	393	3	d.	d.	PROPN
bae-9928	393	4	,	,	PUNCT
bae-9928	393	5	yang	yang	PROPN
bae-9928	393	6	,	,	PUNCT
bae-9928	393	7	d.	d.	PROPN
bae-9928	393	8	t.	t.	PROPN
bae-9928	393	9	and	and	CCONJ
bae-9928	393	10	zhu	zhu	PROPN
bae-9928	393	11	,	,	PUNCT
bae-9928	393	12	x.	x.	NOUN
bae-9928	393	13	(	(	PUNCT
bae-9928	393	14	2008	2008	NUM
bae-9928	393	15	)	)	PUNCT
bae-9928	393	16	.	.	PUNCT
bae-9928	394	1	agriculture	agriculture	NOUN
bae-9928	394	2	and	and	CCONJ
bae-9928	394	3	aggregate	aggregate	ADJ
bae-9928	394	4	productivity	productivity	NOUN
bae-9928	394	5	:	:	PUNCT
bae-9928	394	6	a	a	DET
bae-9928	394	7	quantitative	quantitative	ADJ
bae-9928	394	8	crosscountry	crosscountry	NOUN
bae-9928	394	9	analysis	analysis	NOUN
bae-9928	394	10	.	.	PUNCT
bae-9928	395	1	journal	journal	NOUN
bae-9928	395	2	of	of	ADP
bae-9928	395	3	monetary	monetary	ADJ
bae-9928	395	4	economics	economic	NOUN
bae-9928	395	5	,	,	PUNCT
bae-9928	395	6	55(2	55(2	NUM
bae-9928	395	7	)	)	PUNCT
bae-9928	395	8	,	,	PUNCT
bae-9928	395	9	234	234	NUM
bae-9928	395	10	-	-	SYM
bae-9928	395	11	250	250	NUM
bae-9928	395	12	.	.	PUNCT
bae-9928	396	1	rutten	rutten	PROPN
bae-9928	396	2	,	,	PUNCT
bae-9928	396	3	h.	h.	PROPN
bae-9928	396	4	(	(	PUNCT
bae-9928	396	5	1992	1992	NUM
bae-9928	396	6	)	)	PUNCT
bae-9928	396	7	.	.	PUNCT
bae-9928	396	8	  	  	SPACE
bae-9928	397	1	productivity	productivity	NOUN
bae-9928	397	2	growth	growth	NOUN
bae-9928	397	3	of	of	ADP
bae-9928	397	4	dutch	dutch	ADJ
bae-9928	397	5	agriculture	agriculture	NOUN
bae-9928	397	6	,	,	PUNCT
bae-9928	397	7	1949	1949	NUM
bae-9928	397	8	-	-	SYM
bae-9928	397	9	1989	1989	NUM
bae-9928	397	10	 	 	SPACE
bae-9928	397	11	(	(	PUNCT
bae-9928	397	12	no	no	INTJ
bae-9928	397	13	.	.	NOUN
bae-9928	397	14	470	470	NUM
bae-9928	397	15	)	)	PUNCT
bae-9928	397	16	.	.	PUNCT
bae-9928	398	1	lei	lei	PROPN
bae-9928	398	2	-	-	PUNCT
bae-9928	398	3	dlo	dlo	NOUN
bae-9928	398	4	.	.	PUNCT
bae-9928	398	5	schimmelpfennig	schimmelpfennig	PROPN
bae-9928	398	6	,	,	PUNCT
bae-9928	398	7	d.	d.	PROPN
bae-9928	398	8	and	and	CCONJ
bae-9928	398	9	thirtle	thirtle	NOUN
bae-9928	398	10	,	,	PUNCT
bae-9928	398	11	c.	c.	PROPN
bae-9928	398	12	(	(	PUNCT
bae-9928	398	13	1994	1994	NUM
bae-9928	398	14	)	)	PUNCT
bae-9928	398	15	.	.	PUNCT
bae-9928	399	1	cointegration	cointegration	NOUN
bae-9928	399	2	,	,	PUNCT
bae-9928	399	3	and	and	CCONJ
bae-9928	399	4	causality	causality	NOUN
bae-9928	399	5	:	:	PUNCT
bae-9928	399	6	exploring	explore	VERB
bae-9928	399	7	the	the	DET
bae-9928	399	8	relationship	relationship	NOUN
bae-9928	399	9	between	between	ADP
bae-9928	399	10	agricultural	agricultural	ADJ
bae-9928	399	11	and	and	CCONJ
bae-9928	399	12	productivity	productivity	NOUN
bae-9928	399	13	.	.	PUNCT
bae-9928	399	14	  	  	SPACE
bae-9928	400	1	journal	journal	NOUN
bae-9928	400	2	of	of	ADP
bae-9928	400	3	agricultural	agricultural	ADJ
bae-9928	400	4	economics	economic	NOUN
bae-9928	400	5	,	,	PUNCT
bae-9928	400	6	 	 	SPACE
bae-9928	400	7	45(2	45(2	NOUN
bae-9928	400	8	)	)	PUNCT
bae-9928	400	9	,	,	PUNCT
bae-9928	400	10	220	220	NUM
bae-9928	400	11	-	-	SYM
bae-9928	400	12	231	231	NUM
bae-9928	400	13	.	.	PUNCT
bae-9928	401	1	schimmelpfennig	schimmelpfennig	PROPN
bae-9928	401	2	,	,	PUNCT
bae-9928	401	3	d.	d.	PROPN
bae-9928	401	4	and	and	CCONJ
bae-9928	401	5	thirtle	thirtle	NOUN
bae-9928	401	6	,	,	PUNCT
bae-9928	401	7	c.	c.	PROPN
bae-9928	401	8	(	(	PUNCT
bae-9928	401	9	1999	1999	NUM
bae-9928	401	10	)	)	PUNCT
bae-9928	401	11	.	.	PUNCT
bae-9928	402	1	the	the	DET
bae-9928	402	2	internationalization	internationalization	NOUN
bae-9928	402	3	of	of	ADP
bae-9928	402	4	agricultural	agricultural	ADJ
bae-9928	402	5	technology	technology	NOUN
bae-9928	402	6	:	:	PUNCT
bae-9928	402	7	patents	patent	NOUN
bae-9928	402	8	,	,	PUNCT
bae-9928	402	9	r&d	r&d	NOUN
bae-9928	402	10	spillovers	spillover	NOUN
bae-9928	402	11	,	,	PUNCT
bae-9928	402	12	and	and	CCONJ
bae-9928	402	13	their	their	PRON
bae-9928	402	14	effects	effect	NOUN
bae-9928	402	15	on	on	ADP
bae-9928	402	16	productivity	productivity	NOUN
bae-9928	402	17	in	in	ADP
bae-9928	402	18	the	the	DET
bae-9928	402	19	european	european	PROPN
bae-9928	402	20	union	union	PROPN
bae-9928	402	21	and	and	CCONJ
bae-9928	402	22	united	united	PROPN
bae-9928	402	23	states	states	PROPN
bae-9928	402	24	.	.	PUNCT
bae-9928	403	1	contemporary	contemporary	ADJ
bae-9928	403	2	economic	economic	ADJ
bae-9928	403	3	policy	policy	NOUN
bae-9928	403	4	,	,	PUNCT
bae-9928	403	5	17(4	17(4	NUM
bae-9928	403	6	):	):	PUNCT
bae-9928	403	7	457	457	NUM
bae-9928	403	8	-	-	SYM
bae-9928	403	9	468	468	NUM
bae-9928	403	10	.	.	PUNCT
bae-9928	404	1	schimmelpfennig	schimmelpfennig	PROPN
bae-9928	404	2	,	,	PUNCT
bae-9928	404	3	d.	d.	PROPN
bae-9928	404	4	e.	e.	PROPN
bae-9928	404	5	and	and	CCONJ
bae-9928	404	6	thirtle	thirtle	PROPN
bae-9928	404	7	,	,	PUNCT
bae-9928	404	8	c.	c.	PROPN
bae-9928	404	9	g.	g.	PROPN
bae-9928	404	10	(	(	PUNCT
bae-9928	404	11	2000	2000	NUM
bae-9928	404	12	)	)	PUNCT
bae-9928	404	13	.	.	PUNCT
bae-9928	405	1	significance	significance	NOUN
bae-9928	405	2	of	of	ADP
bae-9928	405	3	international	international	ADJ
bae-9928	405	4	spillovers	spillover	NOUN
bae-9928	405	5	from	from	ADP
bae-9928	405	6	public	public	ADJ
bae-9928	405	7	agricultural	agricultural	ADJ
bae-9928	405	8	research	research	NOUN
bae-9928	405	9	.	.	PUNCT
bae-9928	406	1	in	in	ADP
bae-9928	406	2	:	:	PUNCT
bae-9928	406	3	fuglie	fuglie	NOUN
bae-9928	406	4	,	,	PUNCT
bae-9928	406	5	k.	k.	PROPN
bae-9928	406	6	o.	o.	PROPN
bae-9928	406	7	,	,	PUNCT
bae-9928	406	8	and	and	CCONJ
bae-9928	406	9	schimmelpfennig	schimmelpfennig	NOUN
bae-9928	406	10	,	,	PUNCT
bae-9928	406	11	d.	d.	PROPN
bae-9928	406	12	e.	e.	PROPN
bae-9928	406	13	(	(	PUNCT
bae-9928	406	14	eds	eds	PROPN
bae-9928	406	15	.	.	PUNCT
bae-9928	406	16	)	)	PUNCT
bae-9928	406	17	.	.	PUNCT
bae-9928	407	1	public	public	ADJ
bae-9928	407	2	-	-	PUNCT
bae-9928	407	3	private	private	ADJ
bae-9928	407	4	collaboration	collaboration	NOUN
bae-9928	407	5	in	in	ADP
bae-9928	407	6	agricultural	agricultural	ADJ
bae-9928	407	7	research	research	NOUN
bae-9928	407	8	:	:	PUNCT
bae-9928	407	9	new	new	ADJ
bae-9928	407	10	institutional	institutional	ADJ
bae-9928	407	11	arrangements	arrangement	NOUN
bae-9928	407	12	and	and	CCONJ
bae-9928	407	13	economic	economic	ADJ
bae-9928	407	14	implications	implication	NOUN
bae-9928	407	15	.	.	PUNCT
bae-9928	408	1	john	john	PROPN
bae-9928	408	2	wiley	wiley	PROPN
bae-9928	408	3	&	&	CCONJ
bae-9928	408	4	sons	son	NOUN
bae-9928	408	5	,	,	PUNCT
bae-9928	408	6	245	245	NUM
bae-9928	408	7	-	-	SYM
bae-9928	408	8	268	268	NUM
bae-9928	408	9	.	.	PUNCT
bae-9928	409	1	schimmelpfennig	schimmelpfennig	PROPN
bae-9928	409	2	,	,	PUNCT
bae-9928	409	3	d.	d.	PROPN
bae-9928	409	4	,	,	PUNCT
bae-9928	409	5	thirtle	thirtle	NOUN
bae-9928	409	6	,	,	PUNCT
bae-9928	409	7	c.	c.	PROPN
bae-9928	409	8	,	,	PUNCT
bae-9928	409	9	zyl	zyl	PROPN
bae-9928	409	10	,	,	PUNCT
bae-9928	409	11	j.	j.	PROPN
bae-9928	409	12	,	,	PUNCT
bae-9928	409	13	arnade	arnade	NOUN
bae-9928	409	14	,	,	PUNCT
bae-9928	409	15	c.	c.	PROPN
bae-9928	409	16	and	and	CCONJ
bae-9928	409	17	khatri	khatri	PROPN
bae-9928	409	18	,	,	PUNCT
bae-9928	409	19	y.	y.	PROPN
bae-9928	409	20	(	(	PUNCT
bae-9928	409	21	2000	2000	NUM
bae-9928	409	22	)	)	PUNCT
bae-9928	409	23	.	.	PUNCT
bae-9928	410	1	short	short	ADJ
bae-9928	410	2	and	and	CCONJ
bae-9928	410	3	long‐run	long‐run	VERB
bae-9928	410	4	returns	return	NOUN
bae-9928	410	5	to	to	ADP
bae-9928	410	6	agricultural	agricultural	ADJ
bae-9928	410	7	r&d	r&d	NOUN
bae-9928	410	8	in	in	ADP
bae-9928	410	9	south	south	PROPN
bae-9928	410	10	africa	africa	PROPN
bae-9928	410	11	,	,	PUNCT
bae-9928	410	12	or	or	CCONJ
bae-9928	410	13	will	will	AUX
bae-9928	410	14	the	the	DET
bae-9928	410	15	real	real	ADJ
bae-9928	410	16	rate	rate	NOUN
bae-9928	410	17	of	of	ADP
bae-9928	410	18	return	return	NOUN
bae-9928	410	19	please	please	INTJ
bae-9928	410	20	stand	stand	VERB
bae-9928	410	21	up	up	ADP
bae-9928	410	22	?	?	PUNCT
bae-9928	410	23	 	 	SPACE
bae-9928	410	24	agricultural	agricultural	ADJ
bae-9928	410	25	economics	economic	NOUN
bae-9928	410	26	,	,	PUNCT
bae-9928	410	27	 	 	SPACE
bae-9928	410	28	23(1	23(1	NUM
bae-9928	410	29	):	):	PUNCT
bae-9928	410	30	1	1	NUM
bae-9928	410	31	-	-	SYM
bae-9928	410	32	15	15	NUM
bae-9928	410	33	.	.	PUNCT
bae-9928	411	1	schmitz	schmitz	PROPN
bae-9928	411	2	jr	jr	PROPN
bae-9928	411	3	,	,	PUNCT
bae-9928	411	4	j.	j.	PROPN
bae-9928	411	5	a.	a.	PROPN
bae-9928	411	6	(	(	PUNCT
bae-9928	411	7	2005	2005	NUM
bae-9928	411	8	)	)	PUNCT
bae-9928	411	9	.	.	PUNCT
bae-9928	412	1	what	what	PRON
bae-9928	412	2	determines	determine	VERB
bae-9928	412	3	productivity	productivity	NOUN
bae-9928	412	4	?	?	PUNCT
bae-9928	413	1	lessons	lesson	NOUN
bae-9928	413	2	from	from	ADP
bae-9928	413	3	the	the	DET
bae-9928	413	4	dramatic	dramatic	ADJ
bae-9928	413	5	recovery	recovery	NOUN
bae-9928	413	6	of	of	ADP
bae-9928	413	7	the	the	DET
bae-9928	413	8	us	us	PROPN
bae-9928	413	9	and	and	CCONJ
bae-9928	413	10	canadian	canadian	ADJ
bae-9928	413	11	iron	iron	NOUN
bae-9928	413	12	ore	ore	NOUN
bae-9928	413	13	industries	industry	NOUN
bae-9928	413	14	following	follow	VERB
bae-9928	413	15	their	their	PRON
bae-9928	413	16	early	early	ADJ
bae-9928	413	17	1980s	1980	NOUN
bae-9928	413	18	crisis	crisis	NOUN
bae-9928	413	19	.	.	PUNCT
bae-9928	414	1	journal	journal	NOUN
bae-9928	414	2	of	of	ADP
bae-9928	414	3	political	political	ADJ
bae-9928	414	4	economy	economy	NOUN
bae-9928	414	5	,	,	PUNCT
bae-9928	414	6	113(3	113(3	NUM
bae-9928	414	7	):	):	PUNCT
bae-9928	414	8	582	582	NUM
bae-9928	414	9	-	-	SYM
bae-9928	414	10	625	625	NUM
bae-9928	414	11	schutz	schutz	ADJ
bae-9928	414	12	,	,	PUNCT
bae-9928	414	13	t.	t.	PROPN
bae-9928	414	14	w.	w.	PROPN
bae-9928	415	1	the	the	DET
bae-9928	415	2	economic	economic	ADJ
bae-9928	415	3	organization	organization	NOUN
bae-9928	415	4	of	of	ADP
bae-9928	415	5	agriculture	agriculture	PROPN
bae-9928	415	6	.	.	PUNCT
bae-9928	416	1	new	new	PROPN
bae-9928	416	2	york	york	PROPN
bae-9928	416	3	:	:	PUNCT
bae-9928	416	4	mcgraw	mcgraw	PROPN
bae-9928	416	5	-	-	PUNCT
bae-9928	416	6	hill	hill	NOUN
bae-9928	416	7	.	.	PUNCT
bae-9928	417	1	1953	1953	NUM
bae-9928	418	1	pp	pp	NOUN
bae-9928	418	2	.	.	PUNCT
bae-9928	419	1	374	374	NUM
bae-9928	419	2	.	.	PUNCT
bae-9928	420	1	solow	solow	PROPN
bae-9928	420	2	,	,	PUNCT
bae-9928	420	3	m.	m.	PROPN
bae-9928	420	4	r.	r.	PROPN
bae-9928	420	5	(	(	PUNCT
bae-9928	420	6	1957	1957	NUM
bae-9928	420	7	)	)	PUNCT
bae-9928	420	8	.	.	PUNCT
bae-9928	421	1	technical	technical	ADJ
bae-9928	421	2	change	change	NOUN
bae-9928	421	3	and	and	CCONJ
bae-9928	421	4	the	the	DET
bae-9928	421	5	aggregate	aggregate	ADJ
bae-9928	421	6	production	production	NOUN
bae-9928	421	7	function	function	NOUN
bae-9928	421	8	.	.	PUNCT
bae-9928	422	1	the	the	DET
bae-9928	422	2	review	review	NOUN
bae-9928	422	3	of	of	ADP
bae-9928	422	4	economics	economic	NOUN
bae-9928	422	5	and	and	CCONJ
bae-9928	422	6	statistics	statistic	NOUN
bae-9928	422	7	,	,	PUNCT
bae-9928	422	8	39(3	39(3	NUM
bae-9928	422	9	):	):	PUNCT
bae-9928	422	10	312	312	NUM
bae-9928	422	11	-	-	SYM
bae-9928	422	12	320	320	NUM
bae-9928	422	13	sumelius	sumelius	NOUN
bae-9928	422	14	,	,	PUNCT
bae-9928	422	15	j.	j.	PROPN
bae-9928	422	16	(	(	PUNCT
bae-9928	422	17	1987	1987	NUM
bae-9928	422	18	)	)	PUNCT
bae-9928	422	19	.	.	PUNCT
bae-9928	423	1	the	the	DET
bae-9928	423	2	returns	return	NOUN
bae-9928	423	3	to	to	ADP
bae-9928	423	4	investment	investment	NOUN
bae-9928	423	5	in	in	ADP
bae-9928	423	6	agricultural	agricultural	ADJ
bae-9928	423	7	research	research	NOUN
bae-9928	423	8	in	in	ADP
bae-9928	423	9	finland	finland	PROPN
bae-9928	423	10	1950—1984	1950—1984	PROPN
bae-9928	423	11	.	.	PUNCT
bae-9928	423	12	  	  	SPACE
bae-9928	423	13	agricultural	agricultural	ADJ
bae-9928	423	14	and	and	CCONJ
bae-9928	423	15	food	food	NOUN
bae-9928	423	16	science	science	NOUN
bae-9928	423	17	,	,	PUNCT
bae-9928	423	18	 	 	SPACE
bae-9928	423	19	59(4	59(4	NUM
bae-9928	423	20	)	)	PUNCT
bae-9928	423	21	,	,	PUNCT
bae-9928	423	22	251	251	NUM
bae-9928	423	23	-	-	SYM
bae-9928	423	24	354	354	NUM
bae-9928	423	25	.	.	PUNCT
bae-9928	423	26	suphannachart	suphannachart	PROPN
bae-9928	423	27	,	,	PUNCT
bae-9928	423	28	w.	w.	PROPN
bae-9928	423	29	and	and	CCONJ
bae-9928	423	30	warr	warr	PROPN
bae-9928	423	31	,	,	PUNCT
bae-9928	423	32	p.	p.	NOUN
bae-9928	423	33	(	(	PUNCT
bae-9928	423	34	2011	2011	NUM
bae-9928	423	35	)	)	PUNCT
bae-9928	423	36	.	.	PUNCT
bae-9928	424	1	research	research	NOUN
bae-9928	424	2	and	and	CCONJ
bae-9928	424	3	productivity	productivity	NOUN
bae-9928	424	4	in	in	ADP
bae-9928	424	5	thai	thai	PROPN
bae-9928	424	6	agriculture	agriculture	PROPN
bae-9928	424	7	.	.	PUNCT
bae-9928	425	1	australian	australian	ADJ
bae-9928	425	2	journal	journal	NOUN
bae-9928	425	3	of	of	ADP
bae-9928	425	4	agricultural	agricultural	ADJ
bae-9928	425	5	and	and	CCONJ
bae-9928	425	6	resource	resource	NOUN
bae-9928	425	7	economics	economic	NOUN
bae-9928	425	8	,	,	PUNCT
bae-9928	425	9	55(1	55(1	NUM
bae-9928	425	10	):	):	PUNCT
bae-9928	425	11	35	35	NUM
bae-9928	425	12	-	-	SYM
bae-9928	425	13	52	52	NUM
bae-9928	425	14	.	.	PUNCT
bae-9928	426	1	thirtle	thirtle	NOUN
bae-9928	426	2	,	,	PUNCT
bae-9928	426	3	c.	c.	PROPN
bae-9928	426	4	and	and	CCONJ
bae-9928	426	5	bottomley	bottomley	PROPN
bae-9928	426	6	,	,	PUNCT
bae-9928	426	7	p.	p.	NOUN
bae-9928	426	8	(	(	PUNCT
bae-9928	426	9	1988	1988	NUM
bae-9928	426	10	)	)	PUNCT
bae-9928	426	11	.	.	PUNCT
bae-9928	427	1	is	be	AUX
bae-9928	427	2	publicly	publicly	ADV
bae-9928	427	3	funded	fund	VERB
bae-9928	427	4	agricultural	agricultural	ADJ
bae-9928	427	5	research	research	NOUN
bae-9928	427	6	excessive	excessive	ADJ
bae-9928	427	7	?	?	PUNCT
bae-9928	427	8	 	 	SPACE
bae-9928	427	9	journal	journal	NOUN
bae-9928	427	10	of	of	ADP
bae-9928	427	11	agricultural	agricultural	ADJ
bae-9928	427	12	economics	economic	NOUN
bae-9928	427	13	,	,	PUNCT
bae-9928	427	14	 	 	SPACE
bae-9928	427	15	39(1	39(1	NUM
bae-9928	427	16	)	)	PUNCT
bae-9928	427	17	,	,	PUNCT
bae-9928	427	18	99	99	NUM
bae-9928	427	19	-	-	SYM
bae-9928	427	20	111	111	NUM
bae-9928	427	21	.	.	PUNCT
bae-9928	428	1	thirtle	thirtle	NOUN
bae-9928	428	2	,	,	PUNCT
bae-9928	428	3	c.	c.	PROPN
bae-9928	428	4	and	and	CCONJ
bae-9928	428	5	bottomley	bottomley	PROPN
bae-9928	428	6	,	,	PUNCT
bae-9928	428	7	p.	p.	NOUN
bae-9928	428	8	(	(	PUNCT
bae-9928	428	9	1989	1989	NUM
bae-9928	428	10	)	)	PUNCT
bae-9928	428	11	.	.	PUNCT
bae-9928	429	1	the	the	DET
bae-9928	429	2	rate	rate	NOUN
bae-9928	429	3	of	of	ADP
bae-9928	429	4	return	return	NOUN
bae-9928	429	5	to	to	ADP
bae-9928	429	6	public	public	ADJ
bae-9928	429	7	sector	sector	NOUN
bae-9928	429	8	agricultural	agricultural	ADJ
bae-9928	429	9	r&d	r&d	NOUN
bae-9928	429	10	in	in	ADP
bae-9928	429	11	the	the	DET
bae-9928	429	12	uk	uk	PROPN
bae-9928	429	13	,	,	PUNCT
bae-9928	429	14	1965	1965	NUM
bae-9928	429	15	–	–	PUNCT
bae-9928	429	16	80	80	NUM
bae-9928	429	17	.	.	PUNCT
bae-9928	429	18	 	 	SPACE
bae-9928	429	19	applied	apply	VERB
bae-9928	429	20	economics	economic	NOUN
bae-9928	429	21	,	,	PUNCT
bae-9928	429	22	 	 	SPACE
bae-9928	429	23	21(8	21(8	NUM
bae-9928	429	24	)	)	PUNCT
bae-9928	429	25	,	,	PUNCT
bae-9928	429	26	1063	1063	NUM
bae-9928	429	27	-	-	SYM
bae-9928	429	28	1086	1086	NUM
bae-9928	429	29	.	.	PUNCT
bae-9928	430	1	thirtle	thirtle	NOUN
bae-9928	430	2	,	,	PUNCT
bae-9928	430	3	c.	c.	PROPN
bae-9928	430	4	,	,	PUNCT
bae-9928	430	5	ball	ball	NOUN
bae-9928	430	6	,	,	PUNCT
bae-9928	430	7	v.	v.	PROPN
bae-9928	430	8	e.	e.	PROPN
bae-9928	430	9	,	,	PUNCT
bae-9928	430	10	bureau	bureau	PROPN
bae-9928	430	11	,	,	PUNCT
bae-9928	430	12	j.	j.	PROPN
bae-9928	430	13	c.	c.	PROPN
bae-9928	430	14	and	and	CCONJ
bae-9928	430	15	townsend	townsend	PROPN
bae-9928	430	16	,	,	PUNCT
bae-9928	430	17	r.	r.	PROPN
bae-9928	430	18	(	(	PUNCT
bae-9928	430	19	1995	1995	NUM
bae-9928	430	20	)	)	PUNCT
bae-9928	430	21	.	.	PUNCT
bae-9928	430	22	  	  	SPACE
bae-9928	431	1	accounting	account	VERB
bae-9928	431	2	for	for	ADP
bae-9928	431	3	productivity	productivity	NOUN
bae-9928	431	4	differences	difference	NOUN
bae-9928	431	5	in	in	ADP
bae-9928	431	6	european	european	ADJ
bae-9928	431	7	agriculture	agriculture	NOUN
bae-9928	431	8	:	:	PUNCT
bae-9928	431	9	cointegration	cointegration	NOUN
bae-9928	431	10	,	,	PUNCT
bae-9928	431	11	multilateral	multilateral	ADJ
bae-9928	431	12	tfps	tfps	NOUN
bae-9928	431	13	and	and	CCONJ
bae-9928	431	14	r&d	r&d	NOUN
bae-9928	431	15	;	;	PUNCT
bae-9928	431	16	spillovers	spillover	NOUN
bae-9928	431	17	 	 	SPACE
bae-9928	431	18	(	(	PUNCT
bae-9928	431	19	no	no	INTJ
bae-9928	431	20	.	.	NOUN
bae-9928	432	1	998	998	NUM
bae-9928	432	2	-	-	SYM
bae-9928	432	3	2016	2016	NUM
bae-9928	432	4	-	-	PUNCT
bae-9928	432	5	77965	77965	NUM
bae-9928	432	6	)	)	PUNCT
bae-9928	432	7	.	.	PUNCT
bae-9928	433	1	timmer	timmer	PROPN
bae-9928	433	2	,	,	PUNCT
bae-9928	433	3	c.	c.	PROPN
bae-9928	433	4	p.	p.	PROPN
bae-9928	433	5	(	(	PUNCT
bae-9928	433	6	1988	1988	NUM
bae-9928	433	7	)	)	PUNCT
bae-9928	433	8	.	.	PUNCT
bae-9928	434	1	the	the	DET
bae-9928	434	2	agricultural	agricultural	ADJ
bae-9928	434	3	transformation	transformation	NOUN
bae-9928	434	4	.	.	PUNCT
bae-9928	435	1	in	in	ADP
bae-9928	435	2	:	:	PUNCT
bae-9928	435	3	chenery	chenery	NOUN
bae-9928	435	4	,	,	PUNCT
bae-9928	435	5	h	h	NOUN
bae-9928	435	6	and	and	CCONJ
bae-9928	435	7	srinivasan	srinivasan	NOUN
bae-9928	435	8	,	,	PUNCT
bae-9928	435	9	t.	t.	PROPN
bae-9928	435	10	(	(	PUNCT
bae-9928	435	11	eds	eds	PROPN
bae-9928	435	12	.	.	PUNCT
bae-9928	435	13	)	)	PUNCT
bae-9928	435	14	handbook	handbook	NOUN
bae-9928	435	15	of	of	ADP
bae-9928	435	16	development	development	NOUN
bae-9928	435	17	economics	economic	NOUN
bae-9928	435	18	,	,	PUNCT
bae-9928	435	19	1	1	NUM
bae-9928	435	20	:	:	SYM
bae-9928	435	21	275	275	NUM
bae-9928	435	22	-	-	SYM
bae-9928	435	23	331	331	NUM
bae-9928	435	24	.	.	PUNCT
bae-9928	435	25	usda	usda	NOUN
bae-9928	435	26	(	(	PUNCT
bae-9928	435	27	2016	2016	NUM
bae-9928	435	28	)	)	PUNCT
bae-9928	435	29	.	.	PUNCT
bae-9928	436	1	https://www.ers.usda.gov/data-products/	https://www.ers.usda.gov/data-products/	NOUN
bae-9928	436	2	international	international	ADJ
bae-9928	436	3	-	-	PUNCT
bae-9928	436	4	agricultural	agricultural	ADJ
bae-9928	436	5	-	-	PUNCT
bae-9928	436	6	productivity/	productivity/	NUM
bae-9928	436	7	wang	wang	PROPN
bae-9928	436	8	,	,	PUNCT
bae-9928	436	9	s.	s.	PROPN
bae-9928	436	10	l.	l.	PROPN
bae-9928	436	11	,	,	PUNCT
bae-9928	436	12	schimmelpfennig	schimmelpfennig	PROPN
bae-9928	436	13	,	,	PUNCT
bae-9928	436	14	d.	d.	PROPN
bae-9928	436	15	and	and	CCONJ
bae-9928	436	16	fuglie	fuglie	PROPN
bae-9928	436	17	,	,	PUNCT
bae-9928	436	18	k.	k.	PROPN
bae-9928	436	19	o.	o.	PROPN
bae-9928	436	20	(	(	PUNCT
bae-9928	436	21	2012	2012	NUM
bae-9928	436	22	)	)	PUNCT
bae-9928	436	23	.	.	PUNCT
bae-9928	436	24	is	be	AUX
bae-9928	436	25	agricultural	agricultural	ADJ
bae-9928	436	26	productivity	productivity	NOUN
bae-9928	436	27	growth	growth	NOUN
bae-9928	436	28	slowing	slow	VERB
bae-9928	436	29	in	in	ADP
bae-9928	436	30	western	western	ADJ
bae-9928	436	31	europe	europe	PROPN
bae-9928	436	32	?	?	PUNCT
bae-9928	437	1	productivity	productivity	NOUN
bae-9928	437	2	growth	growth	NOUN
bae-9928	437	3	in	in	ADP
bae-9928	437	4	agriculture	agriculture	NOUN
bae-9928	437	5	:	:	PUNCT
bae-9928	437	6	an	an	DET
bae-9928	437	7	international	international	ADJ
bae-9928	437	8	perspective	perspective	NOUN
bae-9928	437	9	,	,	PUNCT
bae-9928	437	10	109	109	NUM
bae-9928	437	11	-	-	SYM
bae-9928	437	12	125	125	NUM
bae-9928	437	13	.	.	PUNCT
bae-9928	438	1	volume	volume	NOUN
bae-9928	438	2	10	10	NUM
bae-9928	438	3	,	,	PUNCT
bae-9928	438	4	issue	issue	NOUN
bae-9928	438	5	1	1	NUM
bae-9928	438	6	2021	2021	NUM
bae-9928	438	7	firenze	firenze	NOUN
bae-9928	438	8	university	university	NOUN
bae-9928	438	9	press	press	NOUN
bae-9928	438	10	ten	ten	NUM
bae-9928	438	11	years	year	NOUN
bae-9928	438	12	of	of	ADP
bae-9928	438	13	bio	bio	NOUN
bae-9928	438	14	-	-	PUNCT
bae-9928	438	15	based	base	VERB
bae-9928	438	16	and	and	CCONJ
bae-9928	438	17	applied	apply	VERB
bae-9928	438	18	economics	economic	NOUN
bae-9928	438	19	:	:	PUNCT
bae-9928	438	20	a	a	DET
bae-9928	438	21	story	story	NOUN
bae-9928	438	22	of	of	ADP
bae-9928	438	23	successes	success	NOUN
bae-9928	438	24	,	,	PUNCT
bae-9928	438	25	and	and	CCONJ
bae-9928	438	26	more	more	ADJ
bae-9928	438	27	to	to	PART
bae-9928	438	28	come	come	VERB
bae-9928	438	29	fabio	fabio	PROPN
bae-9928	438	30	g.	g.	PROPN
bae-9928	438	31	santeramo1	santeramo1	PROPN
bae-9928	438	32	,	,	PUNCT
bae-9928	438	33	meri	meri	PROPN
bae-9928	438	34	raggi2	raggi2	PROPN
bae-9928	438	35	the	the	DET
bae-9928	438	36	capitalisation	capitalisation	NOUN
bae-9928	438	37	of	of	ADP
bae-9928	438	38	decoupled	decouple	VERB
bae-9928	438	39	payments	payment	NOUN
bae-9928	438	40	in	in	ADP
bae-9928	438	41	farmland	farmland	NOUN
bae-9928	438	42	rents	rent	NOUN
bae-9928	438	43	among	among	ADP
bae-9928	438	44	eu	eu	PROPN
bae-9928	438	45	regions	region	NOUN
bae-9928	438	46	gianni	gianni	PROPN
bae-9928	438	47	guastella1,2	guastella1,2	PROPN
bae-9928	438	48	,	,	PUNCT
bae-9928	438	49	daniele	daniele	PROPN
bae-9928	438	50	moro1	moro1	PROPN
bae-9928	438	51	,	,	PUNCT
bae-9928	438	52	paolo	paolo	PROPN
bae-9928	438	53	sckokai1	sckokai1	PROPN
bae-9928	438	54	,	,	PUNCT
bae-9928	438	55	mario	mario	PROPN
bae-9928	438	56	veneziani3	veneziani3	PROPN
bae-9928	438	57	contribution	contribution	NOUN
bae-9928	438	58	of	of	ADP
bae-9928	438	59	periurban	periurban	ADJ
bae-9928	438	60	farming	farming	NOUN
bae-9928	438	61	systems	system	NOUN
bae-9928	438	62	to	to	ADP
bae-9928	438	63	local	local	ADJ
bae-9928	438	64	food	food	NOUN
bae-9928	438	65	systems	system	NOUN
bae-9928	438	66	:	:	PUNCT
bae-9928	438	67	a	a	DET
bae-9928	438	68	systemic	systemic	ADJ
bae-9928	438	69	innovation	innovation	NOUN
bae-9928	438	70	perspective	perspective	PROPN
bae-9928	438	71	rosalia	rosalia	PROPN
bae-9928	438	72	filippini1,2	filippini1,2	PROPN
bae-9928	438	73	,	,	PUNCT
bae-9928	438	74	elisa	elisa	PROPN
bae-9928	438	75	marraccini3	marraccini3	X
bae-9928	438	76	,	,	PUNCT
bae-9928	438	77	sylvie	sylvie	PROPN
bae-9928	438	78	lardon2	lardon2	PROPN
bae-9928	439	1	an	an	DET
bae-9928	439	2	investigation	investigation	NOUN
bae-9928	439	3	into	into	ADP
bae-9928	439	4	italian	italian	ADJ
bae-9928	439	5	consumers	consumer	NOUN
bae-9928	439	6	’	'	PUNCT
bae-9928	439	7	awareness	awareness	NOUN
bae-9928	439	8	,	,	PUNCT
bae-9928	439	9	perception	perception	NOUN
bae-9928	439	10	,	,	PUNCT
bae-9928	439	11	knowledge	knowledge	NOUN
bae-9928	439	12	of	of	ADP
bae-9928	439	13	european	european	PROPN
bae-9928	439	14	union	union	PROPN
bae-9928	439	15	quality	quality	NOUN
bae-9928	439	16	certifications	certification	NOUN
bae-9928	439	17	,	,	PUNCT
bae-9928	439	18	and	and	CCONJ
bae-9928	439	19	consumption	consumption	NOUN
bae-9928	439	20	of	of	ADP
bae-9928	439	21	agri	agri	NOUN
bae-9928	439	22	-	-	PUNCT
bae-9928	439	23	food	food	NOUN
bae-9928	439	24	products	product	NOUN
bae-9928	439	25	carrying	carry	VERB
bae-9928	439	26	those	those	DET
bae-9928	439	27	certifications	certification	NOUN
bae-9928	439	28	niculina	niculina	PROPN
bae-9928	439	29	iudita	iudita	PROPN
bae-9928	439	30	sampalean1	sampalean1	PROPN
bae-9928	439	31	,	,	PUNCT
bae-9928	439	32	daniele	daniele	PROPN
bae-9928	439	33	rama1	rama1	PROPN
bae-9928	439	34	,	,	PUNCT
bae-9928	439	35	giulio	giulio	PROPN
bae-9928	439	36	visentin2	visentin2	NOUN
bae-9928	439	37	wine	wine	NOUN
bae-9928	439	38	after	after	ADP
bae-9928	439	39	the	the	DET
bae-9928	439	40	pandemic	pandemic	NOUN
bae-9928	439	41	?	?	PUNCT
bae-9928	440	1	all	all	DET
bae-9928	440	2	the	the	DET
bae-9928	440	3	doubts	doubt	NOUN
bae-9928	440	4	in	in	ADP
bae-9928	440	5	a	a	DET
bae-9928	440	6	glass	glass	NOUN
bae-9928	440	7	daniele	daniele	PROPN
bae-9928	440	8	vergamini	vergamini	PROPN
bae-9928	440	9	*	*	PROPN
bae-9928	440	10	,	,	PUNCT
bae-9928	440	11	fabio	fabio	PROPN
bae-9928	440	12	bartolini	bartolini	PROPN
bae-9928	440	13	,	,	PUNCT
bae-9928	440	14	gianluca	gianluca	PROPN
bae-9928	440	15	brunori	brunori	PROPN
bae-9928	440	16	public	public	PROPN
bae-9928	440	17	r&d	r&d	PROPN
bae-9928	440	18	and	and	CCONJ
bae-9928	440	19	european	european	ADJ
bae-9928	440	20	agriculture	agriculture	NOUN
bae-9928	440	21	:	:	PUNCT
bae-9928	440	22	impact	impact	NOUN
bae-9928	440	23	on	on	ADP
bae-9928	440	24	productivity	productivity	NOUN
bae-9928	440	25	and	and	CCONJ
bae-9928	440	26	return	return	NOUN
bae-9928	440	27	on	on	ADP
bae-9928	440	28	r&d	r&d	NOUN
bae-9928	440	29	expenditure	expenditure	NOUN
bae-9928	440	30	michele	michele	PROPN
bae-9928	440	31	vollaro1	vollaro1	PROPN
bae-9928	440	32	,	,	PUNCT
bae-9928	440	33	meri	meri	PROPN
bae-9928	440	34	raggi2	raggi2	PROPN
bae-9928	440	35	,	,	PUNCT
bae-9928	440	36	davide	davide	PROPN
bae-9928	440	37	viaggi1	viaggi1	PROPN